<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1527212</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>LC-MS/MS-based metabolomic study provides insights into altitude-dependent variations in flavonoid profiles of strawberries</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Rao</surname>
<given-names>Muhammad Junaid</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1351346"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Wang</surname>
<given-names>Huaizheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2852233"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lei</surname>
<given-names>Huaming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Hongcha</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Duan</surname>
<given-names>Xiande</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2852226"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bao</surname>
<given-names>Liuyuan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Chengcui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2489771"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Han</surname>
<given-names>Duo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yongzhi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yang</surname>
<given-names>Shunqiang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Duan</surname>
<given-names>Mingzheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1533423"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/visualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>College of Agronomy and Life Sciences, Zhaotong University</institution>, <addr-line>Zhaotong</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Subtropical Silviculture, College of Forestry and Biotechnology, Zhejiang A &amp; F University</institution>, <addr-line>Hangzhou, Zhejiang</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wajid Zaman, Yeungnam University, Republic of Korea</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Muhammad Ahsan Asghar, Aarhus University, Denmark</p>
<p>Muhammad Nadeem Shah, Government College University, Lahore, Pakistan</p>
<p>Waqar Ahmed, South China Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Mingzheng Duan, <email xlink:href="mailto:duanmingzheng@ztu.edu.cn">duanmingzheng@ztu.edu.cn</email>; Shunqiang Yang, <email xlink:href="mailto:06027@ztu.edu.cn">06027@ztu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1527212</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Rao, Wang, Lei, Zhang, Duan, Bao, Yang, Han, Zhang, Yang and Duan</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Rao, Wang, Lei, Zhang, Duan, Bao, Yang, Han, Zhang, Yang and Duan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Environmental conditions significantly influence the metabolic composition and quality attributes of fruits. This study investigated the impact of altitude-associated environmental variation on flavonoid profiles and fruit quality parameters by comparing the &#x201c;Red Face&#x201d; strawberry variety grown in two distinct locations: high-altitude-associated environmental conditions in Zhaotong and low-altitude conditions in Dandong. Using LC-MS/MS analysis, we identified 163 bioactive flavonoids, comprising 85 flavonols, 37 flavanones, 33 flavones, and 8 flavanonols. The high-altitude environment of Zhaotong significantly enhanced specific flavonoid compounds, with notable increases in neohesperidin (20.4-fold), tamarixetin-3-O-glucoside-7-O-rhamnoside (17.7-fold), isovitexin (9.1-fold), and hesperidin (8.5-fold) compared to Dandong-grown fruits. Conversely, Dandong-grown fruits showed higher levels of chrysoeriol-7-O-glucoside (53.9-fold), 6-hydroxykaempferol-6,7-O-diglucoside (36.3-fold), and eucalyptin (9.7-fold). The tricetin 3&#x2019;-glucuronide (24.49% vs 15.31%) and quercetin-4&#x2019;-O-glucuronide (24.15% vs 15.59%), are the major flavonoids identified in Zhaotong strawberries than Dandong-grown fruits. Furthermore, strawberries cultivated in Zhaotong demonstrated superior antioxidant activities and capacity, increased quality parameters, including higher sugar content (15.30&#xb0;Brix vs 10.96&#xb0;Brix), increased ascorbic acid (15.73 mg/g vs 8.53 mg/g), and optimal firmness (20.51 N vs 23.16 N) than Dandong strawberries. These findings suggest that high-altitude cultivation conditions positively influence strawberry fruit characteristics, enhancing both bioactive compound profiles and overall fruit quality. This research provides valuable insights for optimizing strawberry cultivation conditions to maximize nutritional and commercial value.</p>
</abstract>
<kwd-group>
<kwd>strawberry fruit</kwd>
<kwd>bioactive flavonoids</kwd>
<kwd>fruit quality</kwd>
<kwd>antioxidant activities</kwd>
<kwd>environment conditions</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="3"/>
<equation-count count="3"/>
<ref-count count="56"/>
<page-count count="19"/>
<word-count count="8158"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Crop and Product Physiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The strawberries (<italic>Fragaria &#xd7; ananassa</italic>) are among the most popular and economically significant fruits worldwide, famous for their unique flavor, aroma, and nutritional value. These berries are rich in various bioactive secondary metabolites, which contribute significantly to their health-promoting properties and organoleptic characteristics (<xref ref-type="bibr" rid="B21">Giampieri et&#xa0;al., 2012</xref>). Secondary metabolites, particularly flavonoids, have been extensively studied across the plant kingdom, play crucial roles in plant defense mechanisms, fruit quality, and human health benefits (<xref ref-type="bibr" rid="B11">Compean and Ynalvez, 2014</xref>; <xref ref-type="bibr" rid="B25">Kabera et&#xa0;al., 2014</xref>). Flavonoid-rich fruits demonstrate prolonged beneficial effects on human health (<xref ref-type="bibr" rid="B20">Ghasemzadeh and Ghasemzadeh, 2011</xref>). These compounds exhibit significant health-promoting properties, encompassing antioxidants, anti-inflammatory, and anti-tumor activities (<xref ref-type="bibr" rid="B38">Pourcel et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B1">Agati and Tattini, 2010</xref>; <xref ref-type="bibr" rid="B35">Mathesius, 2018</xref>). The flavonoid subclasses, notably flavones and flavonols, demonstrate significant efficacy in mitigating oxidative damage and reducing risks associated with various pathological conditions, including cancer, neurological disorders, and cardiovascular diseases, thereby playing a crucial role in human health maintenance (<xref ref-type="bibr" rid="B10">Cijo et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B19">George et&#xa0;al., 2017</xref>).</p>
<p>Both flavones and flavonols have been extensively investigated for their robust radical scavenging properties, which not only enable plants to mitigate oxidative stress under adverse environmental conditions but also promote human health by neutralizing reactive oxygen species (<xref ref-type="bibr" rid="B55">Yu et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B51">Shen et&#xa0;al., 2022</xref>). Research indicates that flavonols effectively inhibit cancer cell proliferation and induce apoptosis, establishing them as promising candidates for cancer prevention and therapeutic interventions. Furthermore, flavonoids enhance cardiovascular function through the improvement of endothelial activity and reduction of blood pressure (<xref ref-type="bibr" rid="B2">Andersen and Markham, 2005</xref>). However, the concentration and distribution of these bioactive compounds exhibit substantial variation among plant species, reflecting their distinct genomic profiles (<xref ref-type="bibr" rid="B51">Shen et&#xa0;al., 2022</xref>). For example, in strawberries, the biosynthesis of these compounds varies significantly between varieties and cultivars, influenced not only by genetic factors but also by environmental variables (<xref ref-type="bibr" rid="B23">Hanhineva et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B21">Giampieri et&#xa0;al., 2012</xref>), including growth conditions, abiotic stresses, and agricultural practices.</p>
<p>Altitude-associated ecological conditions, as a key environmental variable, can significantly impact plant metabolism and, consequently, the production of secondary metabolites like flavonoids (<xref ref-type="bibr" rid="B30">Liu et&#xa0;al., 2023</xref>). High-altitude environments are characterized by increased UV radiation, lower temperatures, clearer sunshine, and different light/dark durations compared to low-altitude areas. These factors can induce stress responses in plants, potentially altering their metabolic profiles (<xref ref-type="bibr" rid="B31">Ma et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B30">Liu et&#xa0;al., 2023</xref>). Understanding how high and low altitude-based environmental conditions influence the regulation of flavonol and flavone biosynthesis in strawberries is not only of academic interest but also has practical implications for agriculture, plants, and food science (<xref ref-type="bibr" rid="B33">Mansour et&#xa0;al., 2022</xref>). This knowledge can inform breeding programs aimed at developing strawberry cultivars with enhanced flavonoid profiles, improved stress tolerance, and superior nutritional value (<xref ref-type="bibr" rid="B33">Mansour et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B30">Liu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B53">Shukla et&#xa0;al., 2024</xref>). Moreover, it can guide cultivation practices to optimize bioactive flavonoid compounds in different geographical locations.</p>
<p>Previous studies have demonstrated that environmental factors can significantly affect flavonoid composition in various fruits, including grapes (<xref ref-type="bibr" rid="B33">Mansour et&#xa0;al., 2022</xref>), vegetables (<xref ref-type="bibr" rid="B53">Shukla et&#xa0;al., 2024</xref>), and potato tubers (<xref ref-type="bibr" rid="B30">Liu et&#xa0;al., 2023</xref>). The &#x2018;Red Face&#x2019; strawberry variety introduced in 1999 in Dandong city, exhibits superior fruit quality characterized by elevated secondary metabolite concentrations, whereas the &#x2018;Akihime&#x2019; variety grown in Zhaotong demonstrates comparatively reduced nutritional composition and metabolite accumulation (<xref ref-type="bibr" rid="B29">Kun et&#xa0;al., 2021</xref>). While Zhaotong produces superior quality of apple fruits due to its favorable climatic conditions, particularly significant diurnal temperature variations and high light intensity, strawberry production in this region faces notable challenges (<xref ref-type="bibr" rid="B56">Yuan et&#xa0;al., 2021</xref>). The two cultivation sites present substantial geographical contrasts: Zhaotong, situated in southwestern China and Dandong, located in the northeast China. To optimize strawberry production in Zhaotong, this study investigates the feasibility of introducing the Red Face variety. Employing UPLC-MS/MS methodology, we conduct a comprehensive analysis of bioactive flavonoid profiles and assess antioxidant properties under varying environmental conditions. Additionally, we evaluate key quality parameters, including soluble solids content, ascorbic acid concentration, titratable acidity, and fruit firmness. We also examined the altitude-dependent flavonoid accumulation patterns and their correlation with fruit quality metrics. This research will offer valuable insights into our understanding of strawberry adaptation mechanisms to different environmental conditions, particularly focusing on bioactive flavonoid production, and contribute to enhancing strawberry nutritional value through environmental management.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Experimental materials and environmental conditions</title>
<p>The &#x201c;Red Face&#x201d; strawberry variety was grown in Dandong, northeast China (E 124.23&#x2032;, N 40.07&#x2032;, elevation 20 meters above sea level), and was subsequently cultivated in Zhaotong (E 103.72&#x2032;, N 27.34&#x2032;, elevation 1900 meters above sea level). For simplicity and clarity, the &#x201c;Red Face&#x201d; (<italic>Fragaria &#xd7; ananassa</italic>) variety Dandong-grown was named as DD99, and cultivated in Zhaotong was named as ZT99, and the indigenous Zhaotong strawberry variety &#x201c;Akihime&#x201d; (<italic>Fragaria &#xd7; ananassa</italic> Duch.) was named as ZT.</p>
<p>Environmental data for both locations was obtained through online link <ext-link ext-link-type="uri" xlink:href="https://globalsolaratlas.info">https://globalsolaratlas.info</ext-link> on November 30, 2023. The UV radiation differential between Zhen&#x2019;an (Dandong) and Zhaoyang (Zhaotong) is attributable to distinct geographical and climatic parameters. Dandong&#x2019;s higher latitude (40&#xb0;N) results in reduced UV exposure due to its temperate conditions, while Zhaotong&#x2019;s lower latitude (28&#xb0;N) experiences enhanced UV radiation. The substantial altitude differential significantly influences UV intensity, with Zhaotong&#x2019;s 1900m elevation reducing atmospheric attenuation. Furthermore, Dandong&#x2019;s humid climate with high precipitation contrasts with Zhaotong&#x2019;s arid conditions and predominant clear skies, particularly during autumn and winter. Consequently, Zhaoyang experiences elevated UV exposure due to the cumulative effects of elevation, latitude, aridity, and increased solar radiation compared to Zhen&#x2019;an.</p>
<p>Experimental materials comprised ZT plants obtained from Zhaotong University research plots and DD99 seedlings sourced from Dongji Luyuan Agriculture and Animal Husbandry Co., Ltd. in Fengcheng, Dandong. In August 2023, seedlings approximately 10 cm in height were transplanted under greenhouse conditions. ZT99 and ZT were cultivated at Zhaotong University&#x2019;s greenhouse facility, while DD99 was grown at Dongji Luyuan&#x2019;s facility, both under natural environmental conditions following standardized cultivation protocols, optimum fertilization, sandy loam soil, and normal irrigation practices were performed (<xref ref-type="bibr" rid="B47">Reganold et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B4">Bottoms et&#xa0;al., 2013</xref>). Mature fruit samples were collected simultaneously from all three DD99, ZT99, and ZT samples on December 12, 2023. Each treatment consisted of five biological replicates from individual plants, which were processed via liquid nitrogen grinding, divided into technical triplicates, and preserved in cryotubes. Samples were maintained in liquid nitrogen before transfer to -80&#xb0;C storage for subsequent UPLC-MS/MS analysis of anthocyanin and proanthocyanidin profiles.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Chemicals</title>
<p>Acetic acid (C<sub>2</sub>H<sub>4</sub>O<sub>2</sub>), acetone (CH<sub>3</sub>)<sub>2</sub>CO, aluminum chloride hexabydrate (AlCl<sub>3</sub>&#x2022;6H<sub>2</sub>O), 2-(3,4-dihydroxyphenyl)-3,4-dihydro-2H-chromene-3,5,7-triol (catechin C<sub>15</sub>H<sub>14</sub>O<sub>6</sub>), 2,2-diphenyl-1-picrylhydrazyl (DPPH C<sub>18</sub>H<sub>12</sub>N<sub>5</sub>O<sub>6</sub>), ethanol C<sub>2</sub>H<sub>5</sub>OH, methanol (CH<sub>3</sub>OH), hydrochloric acid (HCl), quercetin-3-O-rutinoside (rutin C<sub>27</sub>H<sub>30</sub>O<sub>16</sub>), sodium hydroxide (NaOH), sodium nitrite (NaNO<sub>2</sub>), and 6-Hydroxy-2,5,7,8-tetramethylchroman-2-carboxylic acid (trolox C<sub>14</sub>H<sub>18</sub>O<sub>4</sub>) were purchased from Sigma-Aldrich (Shanghai, China) and quercetin (C<sub>15</sub>H<sub>10</sub>O<sub>7</sub>) was purchased from Xi&#x2019;an ZB Biotech Co., Ltd., (Shaanxi, China). The metaphosphoric acid (HPO<sub>3</sub>) and 2,6-dichlorophenolindophenol (C<sub>12</sub>H<sub>6</sub>Cl<sub>2</sub>NNaO<sub>2</sub>) were acquired from Suzhou Senfeida Chemical Co., Ltd., (Jiangsu, China) while the L-ascorbic acid (C<sub>6</sub>H<sub>8</sub>O<sub>6</sub>) from Dayang Chem (Hangzhou) Co., Ltd., (Zhejiang, China).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Flavonoid profiling of strawberries</title>
<p>Flavonoid analysis in strawberry fruits was conducted using UPLC-MS/MS methodology. Fruit samples
were processed through freeze-drying and pulverization, after which 50 mg of the resultant powder was weighed into tubes for flavonoid analysis. The extraction procedure involved the addition of 500 &#x3bc;L of extraction solution (50% methanol in water containing 0.1% HCl) supplemented with Rutin as an internal standard (4000 nmol/L). The samples underwent ultrasonic extraction for 30 minutes, followed by centrifugation at 12,200&#xd7;g for 5 minutes at ambient temperature. The supernatant was carefully collected and filtered through a 0.22 &#x3bc;m filter membrane prior to UPLC-MS/MS analysis. Analytical parameters and instrumental configuration were implemented according to established protocol (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2013</xref>). Flavonoids identification was achieved through comparative analysis of Q1 precursor ions, Q3 product ions, fragmentation patterns, and peak areas with reference standards under identical analytical conditions, as previously described (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2013</xref>). All analyses were performed in triplicate, and mass spectrometric data were processed using Analyst 1.6.3 software. Detailed specifications of the analyzed compounds are presented in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Total flavonoid content</title>
<p>The extraction of total flavonoids was initiated by homogenizing 50 mg of strawberry fruit tissue with 2.5 mL of 80% aqueous methanol solution. Following homogenization, a 0.5 mL aliquot of the supernatant was collected and gently mixed with 2.25 mL of deionized water. The mixture was subsequently treated with 0.15 mL of 5% sodium nitrite solution and incubated at room temperature for 6 minutes. After incubation, 0.3 mL of 10% aluminum chloride hexahydrate solution was added and allowed to react at ambient temperature. The reaction was completed by adding 1 mL of 1M sodium hydroxide, followed by a 2-minute incubation period. Spectrophotometric analysis was performed at 510 nm using a UV-1800 (Shimadzu Corporation, Japan) spectrophotometer (<xref ref-type="bibr" rid="B14">Dewanto et&#xa0;al., 2002</xref>). Total flavonoid content was quantified through comparison with a standard rutin calibration curve, and results were expressed as mg/g of rutin.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Sugar and ascorbic acid of strawberry fruits</title>
<p>Total soluble solids (TSS) were measured using a digital refractometer (<xref ref-type="bibr" rid="B32">Magwaza and Opara, 2015</xref>). The instrument was calibrated to zero using distilled water prior to analysis. Strawberry juice was obtained through gentle compression of the fruit, and a single drop was placed on the refractometer&#x2019;s prism. Measurements were performed in triplicate at ambient temperature (21 &#xb1; 2&#xb0;C) and results are presented as Brix.</p>
<p>Ascorbic acid content was determined via titration (<xref ref-type="bibr" rid="B48">Rekha et&#xa0;al., 2012</xref>). Sample preparation consisted of homogenizing 10 g of strawberry tissue with 90 mL of 3% metaphosphoric acid solution, followed by filtration. A 10 mL filtrate aliquot was titrated against 2,6-dichlorophenolindophenol until a stable pink coloration persisted for 15 seconds. Vitamin C concentrations were calculated using an L-ascorbic acid standard curve and expressed as mg/g fresh weight (<xref ref-type="bibr" rid="B12">Cordenunsi et&#xa0;al., 2003</xref>).</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Titratable acidity and firmness of strawberry fruits</title>
<p>Titratable acidity (TA) was assessed by combining 10 g of strawberry puree with 90 mL of distilled water (<xref ref-type="bibr" rid="B12">Cordenunsi et&#xa0;al., 2003</xref>). The mixture was titrated with 0.1 N sodium hydroxide to the appropriate pH endpoint. TA percentage was calculated according to the following <xref ref-type="disp-formula" rid="eq1">Equation 1</xref>:</p>
<disp-formula id="eq1">
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi mathvariant="normal">T</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">O</mml:mi>
<mml:mi mathvariant="normal">H</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">u</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>0.1</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi mathvariant="normal">N</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>0.064</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>100</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">w</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Where 0.064 represents the citric acid milliequivalent factor.</p>
<p>Tissue mechanical resistance was evaluated using a GY-4 fruit firmness analyzer (GY-4 model, TOP Cloud-agri, Guangzhou, China). Following removal of a small epidermal section, measurements were conducted at two opposing points along the fruit&#x2019;s equatorial region (<xref ref-type="bibr" rid="B12">Cordenunsi et&#xa0;al., 2003</xref>). The maximum force (N) required for a 2 mm compression was recorded using a 4 mm diameter stainless steel cylindrical probe.</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>DPPH antioxidant activity and capacity</title>
<p>The assessment of antioxidant properties was performed utilizing the DPPH radical scavenging assay (<xref ref-type="bibr" rid="B15">Dudonne et&#xa0;al., 2009</xref>). A 0.1 g sample was subjected to extraction using a solvent system comprising ethanol (70%), water (29%), and acetic acid (1%). All reagents required for DPPH analysis were obtained from Sigma-Aldrich. The extraction procedure involved combining 1 mL of the solvent solution with 100 mg of strawberry sample. Following thorough homogenization, the mixture was centrifuged at 12,208&#xd7;g for 8 minutes. The reaction mixture was prepared by combining 2.97 mL of 0.1 mM DPPH solution with 0.03 mL of the supernatant from the extracted sample. The reaction was allowed to proceed under dark conditions for 30 minutes, after which absorbance measurements were recorded at 517 nm using a UV-1800 spectrophotometer. A control solution was prepared following the same protocol, substituting the sample extract with deionized water (0.03 mL). Results were expressed as millimolar trolox equivalents per 100 mg sample. The radical scavenging activity was calculated according to the following <xref ref-type="disp-formula" rid="eq2">Equation 2</xref>:</p>
<disp-formula id="eq2">
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">y</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo> <mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>100</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
<sec id="s2_8">
<label>2.8</label>
<title>Ferric reducing antioxidant power capacity</title>
<p>The antioxidant capacity of strawberry fruits was assessed utilizing the Ferric Reducing Antioxidant Power (FRAP) assay (<xref ref-type="bibr" rid="B3">Benzie and Strain, 1996</xref>). The FRAP reagent was prepared by combining three components in a 1:10:1 ratio: ferric chloride hexahydrate (FeCl<sub>3</sub>&#x2022;6H<sub>2</sub>O, 20 mmol in 40 mmol/L HCl), acetate buffer (300 mmol, pH 3.6), and 2,4,6-tris(2-pyridyl)-s-triazine (TPTZ) solution (100 mmol/L in 40 mmol/L HCl). For the analysis, strawberry fruit tissue samples (100 mg) were homogenized, and an aliquot of 25 &#x3bc;L supernatant was combined with 175 &#x3bc;L FRAP reagent. The mixture was incubated at room temperature in darkness for 30 minutes. The absorbance of the resultant blue Fe<sup>2+</sup>-TPTZ complex was measured spectrophotometrically at 593 nm using a UV-1800 spectrophotometer. A blank measurement was conducted using acetate buffer as a reference. The final FRAP value was calculated by subtracting the blank absorbance from the sample absorbance. This methodology quantified the antioxidant potential through the assessment of ferric ion reduction capacity, with results expressed as mmol Fe<sup>2+</sup> per gram of strawberry fruits tissue (<xref ref-type="bibr" rid="B3">Benzie and Strain, 1996</xref>).</p>
</sec>
<sec id="s2_9">
<label>2.9</label>
<title>2,2&#x2032;-azinobis (3-ethylbenzothiazoline-6-sulphonic acid radical cation (ABTS&#x2022;+) radical scavenging assay</title>
<p>The antioxidant activity was evaluated utilizing an adapted protocol based on the ABTS radical scavenging method (<xref ref-type="bibr" rid="B15">Dudonne et&#xa0;al., 2009</xref>). The ABTS&#x2022;+ stock solution was prepared by combining equimolar volumes of ABTS (7 mmol/L) and potassium persulfate (2.45 mmol/L) solutions. The reaction mixture was incubated in darkness at an ambient temperature for 12 hours to ensure complete radical generation. Subsequently, the stock solution was diluted with methanol to achieve an absorbance of 0.70 &#xb1; 0.02 at 734 nm, measured using a UV-1800 spectrophotometer. The experimental protocol consisted of combining 2 mL of ABTS&#x2022;+ solution with 1 mL of sample extracts at concentrations ranging from 0.5-5.0 mg/mL. The mixture was incubated under dark conditions at room temperature for 10 minutes. A control was prepared by combining 2 mL ABTS&#x2022;+ solution with 1 mL double-distilled water, while butylated hydroxytoluene (BHT) was used as the reference standard. Absorbance measurements were conducted in triplicate at 734 nm against a blank using the UV-1800 spectrophotometer. The radical scavenging capacity was calculated using the following <xref ref-type="disp-formula" rid="eq3">Equation 3</xref>:</p>
<disp-formula id="eq3">
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mo>%</mml:mo> <mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>=</mml:mo>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">S</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mi mathvariant="normal">p</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi mathvariant="normal">C</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">t</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">l</mml:mi>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
<mml:mi mathvariant="normal">o</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi mathvariant="normal">a</mml:mi>
<mml:mi mathvariant="normal">n</mml:mi>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>&#xd7;</mml:mo>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>100</mml:mn>
</mml:mrow>
</mml:math>
</disp-formula>
</sec>
<sec id="s2_10">
<label>2.10</label>
<title>Statistical analysis</title>
<p>Metabolomic data underwent Z-score normalization procedures prior to hierarchical cluster analysis (HCA). The statistical framework encompassed HCA and principal component analysis (PCA), following standardized protocols outlined in reference (<xref ref-type="bibr" rid="B36">Mu et&#xa0;al., 2024</xref>). Graphical visualizations and standard error computations were executed using Microsoft Excel software. The least significant difference test was utilized to assess variations in antioxidant concentrations and total flavonoid levels across different strawberry varieties. All statistical analyses of antioxidant activities and flavonoids content were performed using Statistix 8.1 software, with triplicate biological samples.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<p>This study utilized LC-MS/MS to elucidate the complex flavonoid profile of strawberry fruits
across various varieties grown under different altitude-associated environmental conditions. The widely targeted metabolomics approach identified 163 distinct bioactive flavonoids, categorized into four subclasses: 85 flavonols, 37 flavanones, 33 flavones, and 8 flavanonols (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). For each identified flavonoid, we documented the molecular nature and chemical properties,
including molecular weights, chemical formulas, structural classifications, Q1 and Q3 values related to mass spectrometric analysis, and ionization modes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>). To facilitate cross-referencing with established chemical databases, Chemical Abstracts
Service (CAS) registry numbers and KEGG compound IDs were also recorded for the identified flavonoid (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
<sec id="s3_1">
<label>3.1</label>
<title>Flavonols regulation in strawberries cultivated in varying environments</title>
<p>Hierarchical cluster analysis (HCA) was achieved to assess the variation and abundance of flavonols across different strawberries grown in diverse environments (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). The analysis revealed that the DD99 variety, grown in a lower-altitude environment, formed a distinct cluster compared to ZT99 and ZT variety grown at higher altitudes (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). This finding indicates that altitude-ecological conditions significantly influence flavonol biosynthesis in strawberry fruits. Approximately 20 flavonols exhibited higher abundance in the DD99 variety compared to ZT and ZT99 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). This observation underscores the significant impact of diverse ecological conditions on the synthesis of beneficial bioactive compounds within the plants. The ZT variety demonstrated a higher abundance of 18 flavonol compounds, while ZT99 showed a higher abundance of 33 flavonols compared to DD99, and 24 flavonols were more abundant in ZT99 fruits than in the ZT variety (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>). Notably, cultivation of the &#x201c;Red Face&#x201d; strawberry, introduced from Dandong to Zhaotong resulted in a marked increase in the concentration of several health-promoting flavonols in ZT99 fruits compared to the native Zhaotong ZT variety.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Hierarchical cluster analysis (HCA) and principal component analysis (PCA) of flavonols in strawberry fruits cultivated under varying environmental conditions. <bold>(A)</bold>: Flavonols HCA, the rows denote the flavonols, and the column illustrates the strawberry varieties, rows were normalized, <bold>(B)</bold>: Flavonols strawberry variety-wise PCA, and <bold>(C)</bold>: Flavonols compound-wise PCA.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g001.tif"/>
</fig>
<p>The variety-wise principal component analysis (PCA) revealed distinct separations of ZT, ZT99, and DD99 varieties (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). The ZT variety clustered in the upper-left quadrant of the PCA plot, while DD99 was positioned on the right side on the x-axis. The ZT99 was located in the lower-left quadrant (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>). This finding highlights the substantial influence of diverse environmental conditions on the production of these beneficial compounds within the strawberry fruits. PC1 accounted for 54.3% of the variation along the x-axis, while PC2 explained 22.8% of the variation. These results indicate significant variations in the flavonol profiles among the three strawberries.</p>
<p>Compound-wise PCA analysis demonstrated that the majority of compounds clustered at the intersection of the x- and y-axis, with the exception of 10 flavonol compounds (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). These 10 flavonols were distinctly separated from the main cluster and accounted for the maximum variation in both PC1 and PC2. PC1 explained 78.6% of the variation along the x-axis, while PC2 accounted for 20.9% of the variation along the y-axis. These findings suggest that strawberry plants undergo biochemical adaptations in response to varying growth environments, potentially enhancing their nutritional value and pharmaceutical applications.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Clustering and grouping of flavonoids in strawberry fruits</title>
<p>A comparative analysis of flavonoid profiles (including 37 flavanones, 33 flavones, and 8 flavanonols) in strawberries cultivated under varying environmental conditions was conducted using HCA (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The results reveal distinct patterns in flavonoids abundance and distribution across different strawberry varieties. Similar to flavonol HCA analysis, the flavonoids profiles of DD99 exhibited a unique clustering pattern when compared to the ZT99 and ZT varieties (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The HCA analysis identified approximately 28 flavonoids that were more prevalent in the DD99 variety compared to ZT and ZT99 varieties (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Furthermore, the ZT variety showed elevated levels of 13 flavonoid compounds than DD99 and ZT99, while the ZT99 strawberry demonstrated higher concentrations of 43 flavonoids relative to DD99. Additionally, 22 flavonoids were found to be more abundant in ZT99 fruits compared to the ZT (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The Red Face variety cultivated in Zhaotong (ZT99), resulted in a significant increase in the levels of various health-promoting flavonoids, than those found in the native ZT strawberry variety. Also, these results suggest that the altitude-associated ecological factors play a crucial role in modulating flavonoids biosynthesis in strawberry fruits.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>HCA and PCA of flavonoid compounds in strawberry fruits cultivated under varying environmental conditions. <bold>(A)</bold>: Flavonoids (including flavanones 37, flavones 33, and flavanonols 8) HCA, the rows signify the flavonoid compounds, and the column characterizes the strawberry varieties, rows were normalized, <bold>(B)</bold>: Flavonoids variety-wise PCA, and <bold>(C)</bold>: Flavonoids compound-wise PCA.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g002.tif"/>
</fig>
<p>The PCA of flavonoid varieties revealed that the PC1 accounted for 54.3% of the total variance along the horizontal axis, while the PC2 explained 24% of the variance on vertically axis (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). In the PCA plot, the ZT variety clustered in the upper-left quadrant, DD99 was positioned on the right side near to the horizontal axis, and ZT99 was located in the lower-left region (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). A&#xa0;separate PCA focusing on individual compounds demonstrated that the majority of flavonoids clustered near the origin, with the exception of six distinct compounds (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Among these, four were situated adjacent to the main cluster, while two were notably distant and contributed significant variation in the PCA plot (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). In this analysis, PC1 represented 74% of the variance along the x-axis, and PC2 accounted for 25.6% of the variance on the y-axis (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The observed variations in flavonoid profiles among the strawberries demonstrate the significant impact of diverse altitude-associated ecological conditions on the biosynthesis and accumulation of these bioactive compounds within strawberry fruits.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Flavonoids fold changed into strawberry fruits</title>
<p>Among the 163 identified flavonoids, 115 flavonoids exhibited more than a two-fold change, either up-regulated or down-regulated, across distinct strawberry varieties (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The results indicate that 55 flavonoids were more than two-fold higher in ZT99 samples compared to DD99, while 30 flavonoids were more than two-fold down-regulated in ZT99 relative to DD99 samples (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Furthermore, 34 flavonoids were found to be elevated (more than 2-folds) in ZT99 samples compared to ZT, whereas 14 flavonoids were more than two-fold down-regulated in ZT99 samples compared to ZT (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Additionally, 43 flavonoids exhibited more than a two-fold increase in ZT compared to DD99, while 37 flavonoids were more than two-fold down-regulated in ZT compared to DD99 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). These results showed that the high-altitude-associated conditions of Zhaotong facilitate ZT99 fruits to accumulate more flavonoid compounds than the DD99 fruits grown at lower-altitude-associated conditions of Dandong.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Flavonoids more than two-folds changed (FC) among strawberry fruits.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Serial No.</th>
<th valign="middle" align="center">Compounds</th>
<th valign="middle" align="center">FC higher in DD99 than ZT99</th>
<th valign="middle" align="center">FC high in ZT99 than DD99</th>
<th valign="middle" align="center">FC higher in ZT than ZT99</th>
<th valign="middle" align="center">FC higher in ZT99 than ZT</th>
<th valign="middle" align="center">FC higher in ZT than DD99</th>
<th valign="middle" align="center">FC is higher in DD99 than ZT</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">2-hydroxynaringenin*</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">3&#x2019;-methoxyquercetin-3-O-L-rhamnosyl(1&#x2192;2)-glucopyranoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">3,3&#x2019;,4&#x2019;,5&#x2019;,7-Pentahydroxyflavone; Robinetin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">F1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">19.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">9.4</td>
</tr>
<tr>
<td valign="middle" align="center">5</td>
<td valign="middle" align="center">4&#x2019;-O-Glucosylvitexin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">Eucalyptin</td>
<td valign="middle" align="center">9.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.2</td>
</tr>
<tr>
<td valign="middle" align="center">7</td>
<td valign="middle" align="center">6&#x2019;&#x2019;-O-Malonylisosakuranin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">6-C-MethylKaempferol-3-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">9</td>
<td valign="middle" align="center">6-Hydroxy-4&#x2019;,5,7-trimethoxyflavanone; Hamiltone A</td>
<td valign="middle" align="center">8.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
</tr>
<tr>
<td valign="middle" align="center">10</td>
<td valign="middle" align="center">6-Hydroxykaempferol-3,6-O-Diglucoside*</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">7.5</td>
</tr>
<tr>
<td valign="middle" align="center">11</td>
<td valign="middle" align="center">6-Hydroxykaempferol-3,6-O-Diglucoside-7-O-Glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">6-Hydroxykaempferol-6,7-O-Diglucoside*</td>
<td valign="middle" align="center">36.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">7.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.0</td>
</tr>
<tr>
<td valign="middle" align="center">13</td>
<td valign="middle" align="center">6-Hydroxykaempferol-7,6-O-Diglucoside</td>
<td valign="middle" align="center">3.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">7.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">29.2</td>
</tr>
<tr>
<td valign="middle" align="center">14</td>
<td valign="middle" align="center">6-Hydroxyluteolin 5-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">15</td>
<td valign="middle" align="center">6-Methoxykaempferol-3-O-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">16</td>
<td valign="middle" align="center">8-Methoxykaempferol-7-O-rhamnoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">17</td>
<td valign="middle" align="center">Apigenin-5-O-glucoside</td>
<td valign="middle" align="center">3.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">Apigenin-6-C-glucoside (Isovitexin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">9.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">15.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">19</td>
<td valign="middle" align="center">Apigenin-7-O-glucoside(Cosmosiin)</td>
<td valign="middle" align="center">3.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">20</td>
<td valign="middle" align="center">Apigenin-8-C-Glucoside (Vitexin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">21</td>
<td valign="middle" align="center">Aromadendrin (Dihydrokaempferol)</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">22</td>
<td valign="middle" align="center">Avicularin(Quercetin-3-O-&#x3b1;-L-arabinofuranoside)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
</tr>
<tr>
<td valign="middle" align="center">23</td>
<td valign="middle" align="center">Azaleatin (5-O-Methylquercetin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.9</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">24</td>
<td valign="middle" align="center">Buddlenoid A*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">25</td>
<td valign="middle" align="center">Carthamidin</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">26</td>
<td valign="middle" align="center">Choerospondin</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
</tr>
<tr>
<td valign="middle" align="center">27</td>
<td valign="middle" align="center">Chrysoeriol-7-O-glucoside</td>
<td valign="middle" align="center">53.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">6.5</td>
</tr>
<tr>
<td valign="middle" align="center">28</td>
<td valign="middle" align="center">Cirsimaritin-8-C-[glucosyl-(1-2)]-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">29</td>
<td valign="middle" align="center">Cyrtominetin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.5</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">30</td>
<td valign="middle" align="center">Didymin (Isosakuranetin-7-O-rutinoside)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">Diosmetin-7-O-galactoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">32</td>
<td valign="middle" align="center">Diosmetin-7-O-glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.3</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">33</td>
<td valign="middle" align="center">Eriodictyol-7-O-(6&#x2019;&#x2019;-O-p-coumaroyl)glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">34</td>
<td valign="middle" align="center">Eriodictyol-7-O-Rutinoside (Eriocitrin)</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">35</td>
<td valign="middle" align="center">Eriodictyol-7-O-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">36</td>
<td valign="middle" align="center">Galangin 7-glucoside</td>
<td valign="middle" align="center">3.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">Gossypetin-7-O-L-rhamnopyranoside(Rhodiolgin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">38</td>
<td valign="middle" align="center">Gossypetin-8-O-&#x3b2;-D-glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.3</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">39</td>
<td valign="middle" align="center">Hesperetin-5-O-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">40</td>
<td valign="middle" align="center">Hesperetin-7-O-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">41</td>
<td valign="middle" align="center">Hesperetin-7-O-neohesperidoside(Neohesperidin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">20.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">20.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">42</td>
<td valign="middle" align="center">Hesperetin-7-O-rutinoside (Hesperidin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">10.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">43</td>
<td valign="middle" align="center">Hispidulin-7-O-glucoside(Homoplantaginin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">44</td>
<td valign="middle" align="center">Isohemiphloin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.7</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">45</td>
<td valign="middle" align="center">Isookanin</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">46</td>
<td valign="middle" align="center">Isoorientin-7-O-glucoside</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
</tr>
<tr>
<td valign="middle" align="center">47</td>
<td valign="middle" align="center">Isorhamnetin-3-O-Glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">48</td>
<td valign="middle" align="center">Isorhamnetin-3-O-rutinoside (Narcissin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">6.2</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">49</td>
<td valign="middle" align="center">Isorhamnetin-7-O-glucoside (Brassicin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">50</td>
<td valign="middle" align="center">Kaempferol (3,5,7,4&#x2019;-Tetrahydroxyflavone)</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">51</td>
<td valign="middle" align="center">Kaempferol glucosyl dimalonyl glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.0</td>
</tr>
<tr>
<td valign="middle" align="center">52</td>
<td valign="middle" align="center">Kaempferol-3,7-O-diglucoside</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
</tr>
<tr>
<td valign="middle" align="center">53</td>
<td valign="middle" align="center">Kaempferol-3,7-O-dirhamnoside (Kaempferitrin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">54</td>
<td valign="middle" align="center">Kaempferol-3-O-(2&#x2019;&#x2019;-O-acetyl)glucoside</td>
<td valign="middle" align="center">4.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.6</td>
</tr>
<tr>
<td valign="middle" align="center">55</td>
<td valign="middle" align="center">Kaempferol-3-O-(2&#x2019;&#x2019;-p-Coumaroyl)galactoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">56</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-Malonyl)glucoside-7-O-Glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.2</td>
</tr>
<tr>
<td valign="middle" align="center">57</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-O-acetyl)glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
</tr>
<tr>
<td valign="middle" align="center">58</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-malonyl)galactoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
</tr>
<tr>
<td valign="middle" align="center">59</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-malonyl)glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
</tr>
<tr>
<td valign="middle" align="center">60</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-p-Coumaroyl)galactoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
</tr>
<tr>
<td valign="middle" align="center">61</td>
<td valign="middle" align="center">Kaempferol-3-O-(6&#x2019;&#x2019;-p-Coumaroyl)glucoside (Tiliroside)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">62</td>
<td valign="middle" align="center">Kaempferol-3-O-arabinoside-7-O-rhamnoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">63</td>
<td valign="middle" align="center">Kaempferol-3-O-glucorhamnoside*</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
</tr>
<tr>
<td valign="middle" align="center">64</td>
<td valign="middle" align="center">Kaempferol-3-O-glucuronide-7-O-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
</tr>
<tr>
<td valign="middle" align="center">65</td>
<td valign="middle" align="center">Kaempferol-3-O-mannoside (Amoenin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.9</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">66</td>
<td valign="middle" align="center">Kaempferol-3-O-robinobioside(Biorobin)*</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">67</td>
<td valign="middle" align="center">Kaempferol-3-O-rutinoside(Nicotiflorin)*</td>
<td valign="middle" align="center">4.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">20.4</td>
</tr>
<tr>
<td valign="middle" align="center">68</td>
<td valign="middle" align="center">Kaempferol-3-O-sophoroside</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.6</td>
</tr>
<tr>
<td valign="middle" align="center">69</td>
<td valign="middle" align="center">Ladanetin-6-O-&#x3b2;-D-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">70</td>
<td valign="middle" align="center">Laricitrin-3-O-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">71</td>
<td valign="middle" align="center">Liquiritigenin-4&#x2019;-O-Glucoside (Liquiritin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
</tr>
<tr>
<td valign="middle" align="center">72</td>
<td valign="middle" align="center">Luteolin-6-C-(2&#x2019;&#x2019;-glucuronyl)glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.6</td>
</tr>
<tr>
<td valign="middle" align="center">73</td>
<td valign="middle" align="center">Luteolin-7-O-(6&#x2019;&#x2019;-eudesmyl)glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
</tr>
<tr>
<td valign="middle" align="center">74</td>
<td valign="middle" align="center">Luteolin-7-O-(6&#x2019;&#x2019;-malonyl)glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
</tr>
<tr>
<td valign="middle" align="center">75</td>
<td valign="middle" align="center">Luteolin-7-O-gentiobioside</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.0</td>
</tr>
<tr>
<td valign="middle" align="center">76</td>
<td valign="middle" align="center">Luteolin-7-O-neohesperidoside (Lonicerin)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
</tr>
<tr>
<td valign="middle" align="center">77</td>
<td valign="middle" align="center">Luteolin-7-O-rutinoside*</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.3</td>
</tr>
<tr>
<td valign="middle" align="center">78</td>
<td valign="middle" align="center">Myricetin-3,7,3&#x2019;-trimethyl ether</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">79</td>
<td valign="middle" align="center">Myricetin-3-O-glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">80</td>
<td valign="middle" align="center">Myricetin-3-O-&#x3b2;-D-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.2</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">81</td>
<td valign="middle" align="center">Naringenin-4&#x2019;-O-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">82</td>
<td valign="middle" align="center">Naringenin-7-O-(6&#x2019;&#x2019;-malonyl)glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">83</td>
<td valign="middle" align="center">Naringenin-7-O-Neohesperidoside(Naringin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">84</td>
<td valign="middle" align="center">Nepetin-7-O-alloside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">85</td>
<td valign="middle" align="center">Norartocarpetin</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">86</td>
<td valign="middle" align="center">Patuletin-3-O-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">87</td>
<td valign="middle" align="center">Persicoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">88</td>
<td valign="middle" align="center">Pinocembrin-7-O-neohesperidoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">89</td>
<td valign="middle" align="center">Poncirin (Isosakuranetin-7-O-neohesperidoside)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">90</td>
<td valign="middle" align="center">Quercetin 3-O-glucoside 7-O-xyloside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">6.1</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">13.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">91</td>
<td valign="middle" align="center">Quercetin-3-O-(2&#x2019;&#x2019;-O-glucosyl)glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">92</td>
<td valign="middle" align="center">Quercetin-3-O-(4&#x2019;&#x2019;-O-glucosyl)rhamnoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">93</td>
<td valign="middle" align="center">Quercetin-3-O-(4&#x2019;&#x2019;-glucosyl)glucoside; Meratin</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">94</td>
<td valign="middle" align="center">Quercetin-3-O-apiosyl(1&#x2192;2)galactoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.0</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.8</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">95</td>
<td valign="middle" align="center">Quercetin-3-O-glucoside (Isoquercitrin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">96</td>
<td valign="middle" align="center">Quercetin-3-O-glucoside-7-O-rhamnoside*</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">7.6</td>
</tr>
<tr>
<td valign="middle" align="center">97</td>
<td valign="middle" align="center">Quercetin-3-O-glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">98</td>
<td valign="middle" align="center">Quercetin-3-O-neohesperidoside*</td>
<td valign="middle" align="center">2.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.4</td>
</tr>
<tr>
<td valign="middle" align="center">99</td>
<td valign="middle" align="center">Quercetin-3-O-robinobioside</td>
<td valign="middle" align="center">8.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.8</td>
</tr>
<tr>
<td valign="middle" align="center">100</td>
<td valign="middle" align="center">Quercetin-3-O-rutinoside (Rutin)</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.6</td>
</tr>
<tr>
<td valign="middle" align="center">101</td>
<td valign="middle" align="center">Quercetin-3-O-sambubioside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.5</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">7.0</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">102</td>
<td valign="middle" align="center">Quercetin-3-O-sambubioside-7-O-rhamnoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">6.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.0</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">103</td>
<td valign="middle" align="center">Quercetin-4&#x2019;-O-glucoside (Spiraeoside)*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">104</td>
<td valign="middle" align="center">Quercetin-4&#x2019;-O-glucuronide*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">105</td>
<td valign="middle" align="center">Quercetin-5-O-glucuronide</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.6</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">106</td>
<td valign="middle" align="center">Quercetin-5-O-&#x3b2;-D-glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">107</td>
<td valign="middle" align="center">Quercetin-7-O-glucoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">108</td>
<td valign="middle" align="center">Quercetin-7-O-rutinoside*</td>
<td valign="middle" align="center">2.0</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.6</td>
</tr>
<tr>
<td valign="middle" align="center">109</td>
<td valign="middle" align="center">Rhamnetin-3-O-Glucoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">4.8</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.7</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">110</td>
<td valign="middle" align="center">Tamarixetin-3-O-glucoside-7-O-rhamnoside*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">17.7</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">15.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">111</td>
<td valign="middle" align="center">Tamarixetin-3-O-rutinoside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">5.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">6.1</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">112</td>
<td valign="middle" align="center">Tricetin 3&#x2019;-glucuronide*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">113</td>
<td valign="middle" align="center">Tricin-7-O-saccharic acid</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.2</td>
</tr>
<tr>
<td valign="middle" align="center">114</td>
<td valign="middle" align="center">Yuanhuanin*</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.9</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">115</td>
<td valign="middle" align="center">xylosyl phellodendroside</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2.3</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">19.4</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">8.5</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>* means isomers.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The 115 flavonoid compounds that were 2-fold or more than 2-fold altered among strawberry varieties (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The DD99 strawberry variety which is cultivated at lower-altitude showed that the chrysoeriol-7-O-glucoside 53.9, 6-hydroxykaempferol-6,7-O-diglucoside 36.3, eucalyptin 9.7, quercetin-3-O-robinobioside 8.8, and hamiltone A 8.3, were fold higher than ZT99 strawberry, which is cultivated at higher-altitude environment of Zhaotong (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The ZT99 strawberry showed that the neohesperidin 20.4, tamarixetin-3-O-glucoside-7-O-rhamnoside 17.7, isovitexin 9.1, hesperidin 8.5, tamarixetin-3-O-rutinoside 5.4, quercetin-3-O-sambubioside-7-O-rhamnoside 6.9, quercetin 3-O-glucoside 7-O-xyloside 6.1, narcissin 5.8, and patuletin-3-O-glucoside 5.2, were fold higher than DD99 strawberry variety (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This differential concentrations of flavonoids in response to varying environmental conditions, providing valuable insights into the metabolic adaptations of these strawberries.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Percentage of major flavonoids and their correlation with strawberry varieties</title>
<p>The relative abundance of major flavonoid compounds was calculated as a percentage of total flavonoids (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). Tricetin 3&#x2019;-glucuronide exhibited the highest percentage, accounting for 24.49%, 24.14%, and 15.31% in ZT99, ZT, and DD99 samples, respectively. This was closely followed by quercetin-4&#x2019;-O-glucuronide, which constituted 24.15%, 23.88%, and 15.59% in ZT99, ZT, and DD99 samples, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These two compounds emerged as the predominant flavonoids in the strawberry fruits analyzed. Notably, the relative abundance of these compounds was significantly higher in fruits cultivated at higher altitudes (ZT99 and ZT) compared to those grown at lower elevations (DD99) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). This observation suggests a potential correlation between altitude-associated ecological conditions and flavonoid accumulation in strawberry fruits. Similarly, the percentage of quercetin-5-O-glucuronide was significantly higher in ZT99 (11.26%) and ZT (10.36%) compared to DD99 (6.02%) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). This trend further corroborates the hypothesis that altitude-associated ecological conditions may play a crucial role in modulating flavonoid biosynthesis and accumulation in strawberry fruits.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Percentage of major flavonoid compounds in the fruits of strawberry varieties. The data presented in each bar represents the mean of three biological replicates, with error bars indicating the standard error. Statistical analysis was conducted using the least significant difference (LSD) method to determine significant differences between fruits from various strawberry varieties, with significance level at p&lt;0.05. Distinct letters (a&#x2013;c) denote statistically significant differences among samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g003.tif"/>
</fig>
<p>The concentrations of specific flavonoids such as apigenin-5-O-glucoside, aromadendrin-7-O-glucoside, and luteolin-7-O-(6&#x2019;&#x2019;-malonyl)glucoside were notably higher in DD99 (11.12%, 3.62%, and 2.34%, respectively) compared to ZT99 (2.24%, 1.5%, and 1.28%, respectively) and ZT (7.63%, 1.66%, and 0.71%, respectively) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These findings indicate that the Red Face variety, when cultivated at lower altitudes (DD99), exhibited elevated levels of these compounds. Conversely, their concentrations decreased significantly in samples of the same variety grown under higher-altitude (ZT99) ecological conditions in Zhaotong. Interestingly, poncirin levels did not show significant altitude-dependent variation between DD99 (2.35%) and ZT99 (2.27%); however, the ZT variety demonstrated a significantly lower poncirin concentration (0.96%) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). These observed variations in flavonoid profiles suggest potential adaptive mechanisms in response to altitude-associated environmental factors. Such insights could prove valuable for breeding programs aimed at enhancing the nutritional and therapeutic value of strawberries.</p>
<p>A correlation heat map analysis was conducted to examine the relationship between flavonoid compounds and altitude (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The analysis revealed distinct distribution patterns of flavonoid metabolites, with 36 compounds showing positive correlations with elevation (indicated in red) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Among these positively correlated compounds, four flavonoids - 3&#x2019;-methoxyquercetin-3-O-L-rhamnosyl(1&#x2192;2)-glucopyranoside, robinetin, gossypetin-8-O-&#x3b2;-D-glucuronide, and narcissin - demonstrated particularly strong and statistically significant correlations. These compounds exhibited consistent altitude-dependent accumulation patterns, with higher concentrations observed in strawberry samples harvested from the high-altitude ecological conditions of Zhaotong compared to the lower-altitude conditions of Dandong.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Pearson correlation heat-map of flavonoids with altitude. The red color shows positive correlation of flavonoid and with altitude and blue color signifies negative correlation of flavonoid with altitude. The &#x201c;*&#x201d; indicate significant correlation of flavonoids with altitude is significant.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g004.tif"/>
</fig>
<p>Conversely, 29 flavonoid compounds exhibited negative correlations with altitude, indicating an inverse relationship between their abundance and elevation. Among these, quercetin-3-O-robinobioside, kaempferol-3-O-(2&#x2019;&#x2019;-O-acetyl)glucoside, and luteolin-7-O-rutinoside demonstrated strong and significantly negative correlations (highlighted in blue color) (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The concentrations of these metabolites showed a significant decrease in strawberry fruits harvested from the high-altitude ecological conditions of Zhaotong compared to the lower-altitude conditions of Dandong, suggesting adaptive responses to elevation-associated environmental conditions. These bidirectional correlation patterns provide valuable insights into how altitude-dependent ecological conditions influence the regulation of endogenous flavonoid metabolism.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Total metabolic contents and antioxidant capacity of strawberry fruits</title>
<p>The ZT and ZT99 strawberries exhibited significantly higher total flavonoid contents (19.28 mg/g and 19.26 mg/g of rutin, respectively) compared to DD99 (14.05 mg/g of rutin) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). The ZT99 strawberries demonstrated a significantly higher percentage of flavonols (54.61%), followed by ZT (49.65%), while DD99 exhibited a significantly lower percentage of flavonol content (43.37%) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). These findings indicate that the &#x201c;Red Face&#x201d; strawberries harvested from higher-altitudes (ZT99) conditions of Zhaotong significantly enhances total flavonols accumulation compared to samples harvested from lower-altitudes conditions (DD99) of Dandong. Regarding flavones, ZT displayed a higher percentage (40.75%), followed by DD99 (38.88%), whereas ZT99 strawberry fruits showed lower percentage of flavones (34.45%); however, the flavone variations among strawberry samples were insignificant (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Total contents of flavonoids, flavonols, and flavones in three strawberry fruits. The data presented in each bar represents the mean of three biological replicates, with error bars indicating the standard error. Statistical analysis was conducted using the least significant difference (LSD) method to determine significant differences between fruits from various strawberry varieties, with significance level at p&lt;0.05. Distinct letters (a&#x2013;c) denote statistically significant differences among samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g005.tif"/>
</fig>
<p>Antioxidant profiling was conducted to evaluate the antioxidant potential and free radical scavenging capacities of strawberry fruits using multiple assays (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The &#x201c;Red Face&#x201d; strawberry samples obtained from the high-altitude region of Zhaotong (ZT99) demonstrated superior antioxidant properties across all antioxidant assays. Specifically, ZT99 samples exhibited enhanced DPPH activity of 65.34% and antioxidant capacity of 91.39 mm TE/100 mg, followed by ZT samples. In contrast, &#x201c;Red Face&#x201d; strawberry samples from Dandong (DD99) exhibited significantly lower DPPH activity (35.47%) and antioxidant capacity (49.46 mm TE/100 mg). Furthermore, FRAP analysis revealed elevated reducing capacity of 27.76 mmol Fe<sup>2+</sup>/g and ABTS&#x2022;+ radical cation scavenging activity of 79.92 PS% in ZT99 samples. DD99 samples, however, demonstrated significantly reduced antioxidant capabilities, with FRAP values of 11.45 mmol Fe<sup>2+</sup>/g and ABTS&#x2022;+ scavenging activity of 48.28 PS% (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). These findings suggest that the cultivation of the Red Face variety under high-altitude environmental conditions in Zhaotong resulted in significant increment of antioxidant scavenging activities, potentially attributed to environmental responses and adaptive mechanisms induced by high-altitude ecological conditions.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Antioxidant activity and capacity of flavonoids in strawberry fruits cultivated under diverse environmental conditions. The data presented in each bar represents the mean of three biological replicates, with error bars indicating the standard error. Statistical analysis was conducted using the least significant difference (LSD) method to determine significant differences between fruits from various strawberry varieties, with significance level at p&lt;0.05. Distinct letters (a&#x2013;c) denote statistically significant differences among samples.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1527212-g006.tif"/>
</fig>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Strawberry fruit quality attributes and correlation analysis</title>
<p>Strawberry fruit quality attributes assessment was conducted to evaluate key physicochemical parameters, including soluble solids content (SSC), ascorbic acid concentration, titratable acidity, and fruit firmness (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The ZT99 fruit samples demonstrated significantly superior quality characteristics, particularly regarding SSC (15.30&#xb0;Brix) and ascorbic acid content (15.73 mg/g), compared to DD99 fruit samples, which exhibited markedly lower values of 10.96&#xb0;Brix and 8.53 mg/g, respectively (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Notably, the ZT strawberry samples showed reduced levels of ascorbic acid (7.82 mg/g), titratable acidity (0.31%), and fruit firmness (8.46 N) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). No significant variations in titratable acidity and firmness were observed between DD99 and ZT99 samples. Comparative assessment of the &#x201c;Red Face&#x201d; strawberry variety under contrasting ecological conditions demonstrated that high-altitude cultivation significantly enhanced both soluble solid content and ascorbic acid synthesis. Specifically, fruits harvested from the ZT99 high-altitude site exhibited higher levels of these compounds compared to those from the DD99 low-altitude environments in Dandong (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). These findings exhibit the substantial influence of ecological conditions on the development of key quality attributes in strawberry fruits.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Quality attributes of strawberry fruits.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Serial No.</th>
<th valign="middle" align="center">Sample names of Varieties</th>
<th valign="middle" align="center">SSC<break/>(&#xb0;Brix)</th>
<th valign="middle" align="center">Ascorbic acid(mg/g)</th>
<th valign="middle" align="center">Titratable acid (%)</th>
<th valign="middle" align="center">Firmness(N)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center">DD99</td>
<td valign="middle" align="center">10.96 &#xb1; 0.84 <sup>b</sup>
</td>
<td valign="middle" align="center">8.53 &#xb1; 1.73 <sup>b</sup>
</td>
<td valign="middle" align="center">0.45 &#xb1; .02 <sup>a</sup>
</td>
<td valign="middle" align="center">23.16 &#xb1; 1.04 <sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">ZT99</td>
<td valign="middle" align="center">15.30 &#xb1; 1.23 <sup>a</sup>
</td>
<td valign="middle" align="center">15.73 &#xb1; 1.51 <sup>a</sup>
</td>
<td valign="middle" align="center">0.41 &#xb1; .03 <sup>a</sup>
</td>
<td valign="middle" align="center">20.51 &#xb1; 0.96 <sup>a</sup>
</td>
</tr>
<tr>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">ZT</td>
<td valign="middle" align="center">13.23 &#xb1; 1.06 <sup>ab</sup>
</td>
<td valign="middle" align="center">7.82 &#xb1; 1.72 <sup>b</sup>
</td>
<td valign="middle" align="center">0.31 &#xb1; .01 <sup>b</sup>
</td>
<td valign="middle" align="center">8.46 &#xb1; 0.59 <sup>b</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>SSC, soluble solids content.</p>
</fn>
<fn>
<p>Superscript letters means significantly different.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The phytochemical correlation analysis revealed complex interconnections among diverse bioactive compounds and quality parameters. Total concentrations of flavonoids, flavonols, and flavones demonstrated statistically significant positive correlations with all variables, except the ascorbic acid, titratable acid, and firmness (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). This observation suggests coordinated biosynthetic pathways among these flavonoid compounds. All antioxidant scavenging assays exhibited statistically significant positive correlations with one another, as well as with flavonoids, flavonols, and sugars (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), indicating these metabolites&#x2019; substantial contribution to the samples&#x2019; overall antioxidant capacity. Ascorbic acid exhibited non-significant positive correlations with all variables except flavones, where a slight negative correlation was observed (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Titratable acid and firmness demonstrated negative correlations with all variables except ascorbic acid. Notably, titratable acid and ascorbic acid displayed a significant positive correlation (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), suggesting potential shared regulatory mechanisms or complementary roles in fruit acid metabolism. These findings provide insights into the intricate interactions between strawberry fruits quality parameters and their bioactive compounds, which may have significant implications for future breeding programs and postharvest management strategies.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Strawberry fruits correlation analysis among flavonoids and antioxidant assays.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Variables</th>
<th valign="middle" align="center">FLA</th>
<th valign="middle" align="center">Flavonol</th>
<th valign="middle" align="center">Flavone</th>
<th valign="middle" align="center">DPPH A</th>
<th valign="middle" align="center">DPPH C</th>
<th valign="middle" align="center">FRAP</th>
<th valign="middle" align="center">ABTS</th>
<th valign="middle" align="center">Sugar</th>
<th valign="middle" align="center">ASA</th>
<th valign="middle" align="center">TA</th>
<th valign="middle" align="center">FN</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Flavonoid</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Flavonol</td>
<td valign="middle" align="center">0.97<xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Flavone</td>
<td valign="middle" align="center">0.86 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.71</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">DPPH A</td>
<td valign="middle" align="center">0.90 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.98 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.56</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">DPPH C</td>
<td valign="middle" align="center">0.95 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.67</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">FRAP</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.76</td>
<td valign="middle" align="center">0.96 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">ABTS</td>
<td valign="middle" align="center">0.87 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.96 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.50</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.98 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">0.94 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Sugar</td>
<td valign="bottom" align="center">0.97 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">0.72</td>
<td valign="bottom" align="center">0.98 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">0.96 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">ASA</td>
<td valign="bottom" align="center">0.43</td>
<td valign="bottom" align="center">0.64</td>
<td valign="bottom" align="center">-0.09</td>
<td valign="bottom" align="center">0.78</td>
<td valign="bottom" align="center">0.68</td>
<td valign="bottom" align="center">0.57</td>
<td valign="bottom" align="center">0.82</td>
<td valign="bottom" align="center">0.63</td>
<td valign="middle" align="center">1</td>
<td valign="middle" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">TA</td>
<td valign="bottom" align="center">-0.62</td>
<td valign="bottom" align="center">-0.41</td>
<td valign="bottom" align="center">-0.93 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">-0.22</td>
<td valign="bottom" align="center">-0.35</td>
<td valign="bottom" align="center">-0.48</td>
<td valign="bottom" align="center">-0.15</td>
<td valign="bottom" align="center">-0.41</td>
<td valign="bottom" align="center">0.45</td>
<td valign="middle" align="center">1</td>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">FN</td>
<td valign="bottom" align="center">-0.71</td>
<td valign="bottom" align="center">-0.52</td>
<td valign="bottom" align="center">-0.97 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="bottom" align="center">-0.34</td>
<td valign="bottom" align="center">-0.46</td>
<td valign="bottom" align="center">-0.58</td>
<td valign="bottom" align="center">-0.27</td>
<td valign="bottom" align="center">-0.52</td>
<td valign="bottom" align="center">0.33</td>
<td valign="middle" align="center">0.99 <xref ref-type="table-fn" rid="fnT3_1">
<sup>a</sup>
</xref>
</td>
<td valign="top" align="center">1</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="fnT3_1">
<label>a</label>
<p>Significant and positive correlation, FLA, Flavonoid; DPPH A, DPPH activity; DPPH C, DPPH capacity; ASA, Ascorbic acid; TA, Titratable acid; FN means firmness.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Bioactive secondary metabolites such as phenolics, flavonoids, flavones, and flavonols are widely
distributed in plant Kingdom, including fruits, flowers, vegetables, and cereal crops (<xref ref-type="bibr" rid="B28">Khoo et&#xa0;al., 2017</xref>). These bioactive secondary metabolites are regulated by various abiotic (including heat, cold, light intensity, UV light, drought stress, water logging, salinity, and nutrient availability) and biotic (pathogen infection, herbivory, etc.) factors, which play crucial roles in their biosynthesis, accumulation, and metabolism within plants (<xref ref-type="bibr" rid="B39">Rao et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B42">2022a</xref>, <xref ref-type="bibr" rid="B43">2022b</xref>). Previous studies indicated that cultivation of plants at different locations can significantly influence the phytochemical composition of strawberry fruits (<xref ref-type="bibr" rid="B24">Josuttis et&#xa0;al., 2013</xref>). Here, we have identified 163 bioactive flavonoids (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>), in strawberry fruits cultivated in varying ecological conditions. Using LC-MS/MS analysis, we observed that altitude-associated environmental conditions significantly influenced the flavonoid profiles of strawberries. Previous research states that higher altitudes-associated environmental conditions cause significant variations in the biosynthesis of bioactive secondary metabolites, such as phenolics, flavonoids, anthocyanins (<xref ref-type="bibr" rid="B17">Feng et&#xa0;al., 2017</xref>).</p>
<p>A total number of 115 bioactive flavonoid compounds were more than 2-folds changed in the strawberry fruits cultivated in high- and low-altitude-related environmental conditions (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Different altitudes-based environmental factors such as sunlight exposure, light/dark interval, UV radiation, and temperature variations cause significant impact on the plants primary and secondary metabolism (<xref ref-type="bibr" rid="B6">Carbone et&#xa0;al., 2009</xref>). Among 115 bioactive flavonoids, 55 flavonoids were more than two-fold higher in ZT99 samples compared to DD99, whereas the 30 flavonoids were higher in DD99 than ZT99 samples (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). These findings indicate that altitude-related environmental factors play a crucial role in the regulation of bioactive metabolites of strawberry fruits. Environmental stress at high-altitudes triggers the plant&#x2019;s secondary metabolic pathways and contributes to enhancement of plant antioxidant activities (<xref ref-type="bibr" rid="B24">Josuttis et&#xa0;al., 2013</xref>), suggests that the plants cultivated at higher-altitudes have more potential health benefits than the plants grown at lower-altitudes (<xref ref-type="bibr" rid="B16">Dzhanfezova et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Rao et&#xa0;al., 2021</xref>).</p>
<p>Notably, the ZT99 strawberry samples showed that the neohesperidin, isovitexin, and hesperidin were 20.4-, 9.1-, 8.5-fold higher than the DD99 strawberry samples grown at lower-altitude (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). These three bioactive flavonoids have strong free radical quenching activity and help plants to adapt different environmental conditions (<xref ref-type="bibr" rid="B44">Rao et&#xa0;al., 2023</xref>, <xref ref-type="bibr" rid="B41">2024b</xref>, <xref ref-type="bibr" rid="B40">2024a</xref>). Earlier research revealed that environmental factors had significant effect on the flavonoids and anthocyanins accumulation and composition in fruits (<xref ref-type="bibr" rid="B26">Kalt et&#xa0;al., 2001</xref>). Increased UV radiation and lower temperatures stimulates flavonoids and anthocyanins accumulation in plants (<xref ref-type="bibr" rid="B50">Santos-Buelga and Scalbert, 2000</xref>; <xref ref-type="bibr" rid="B5">Buendia et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B46">Rao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B52">Shi et&#xa0;al., 2023</xref>). Neohesperidin is famous due to its potent antioxidant activity in plants as well as in humans and protects the cellular DNA damage, protein degradation and cell death (<xref ref-type="bibr" rid="B9">Choi et&#xa0;al., 2007</xref>). Hesperidin, a compound not synthesized by the human body, demonstrates multiple beneficial effects on human health when consumed through plant-based sources. This bioflavonoid has been shown to reduce cardiovascular disease risk factors and exhibits significant neuroprotective properties. Furthermore, hesperidin shows promise as an anticancer agent and plays a crucial role in central nervous system function (<xref ref-type="bibr" rid="B13">Devi et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B22">Hajialyani et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B34">Mas-Capdevila et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B49">Rui et&#xa0;al., 2024</xref>). Vitexin and isovitexin compounds have resilient pharmacological value and are used as promising therapeutic agents against cancer therapy (<xref ref-type="bibr" rid="B18">Ganesan and Xu, 2017</xref>). Our findings suggest the existence of complex regulatory mechanisms that modulate the biosynthesis and accumulation of specific flavonoid compounds in response to environmental conditions associated with different altitudes.</p>
<p>Flavonoid glucuronides are known for their biological activities, free radical scavenging, anti-inflammatory, antibacterial activities and some glucuronides have anti-tumor activity and have positive effects on cardiocerebrovascular diseases (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2022</xref>). Our results showed that the ZT99 strawberry fruits have a significantly higher percentage of tricetin 3&#x2019;-glucuronide 24.49%, quercetin-4&#x2019;-O-glucuronide 24.15%, and quercetin-5-O-glucuronide 11.26% than DD99 strawberry fruits 15.31%, 15.59%, and 6.02%, respectively (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The quercetin 3&#x2019;-glucuronide has strong anti-tumor activity against human breast cancer MCF-7 cells (<xref ref-type="bibr" rid="B54">Wu et&#xa0;al., 2018</xref>). Among various flavonoid derivatives, glucuronides are interesting due to their enhanced bioavailability and therapeutic potential (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2022</xref>). Our findings showed that cultivation of the Red Face strawberry under high-altitude environmental conditions in Zhaotong results in significantly enhanced bioactive flavonoids, compared to fruits of the same variety grown at lower elevations (DD99) in Dandong. These differences in key flavonoid compounds demonstrate a clear altitude-dependent effect on secondary metabolite production. The identification of these altitude-responsive flavonoids contributes to our understanding of plant metabolic plasticity and adaptation mechanisms across elevation gradients.</p>
<p>According to our results, the sugar and ascorbic acid contents were notably increased in the ZT99 fruit samples with enhanced antioxidant activity and capacity than DD99 fruit samples (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The quality attributes of strawberries are crucial determinants of consumer acceptance and market value. Among these, higher soluble sugars and increased ascorbic acid content are considered key parameters that define strawberry fruit as good quality (<xref ref-type="bibr" rid="B12">Cordenunsi et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B21">Giampieri et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B37">Pedrozo et&#xa0;al., 2023</xref>). The antioxidant properties of strawberries have gained considerable attention due to their potential role in preventing oxidative stress-related diseases and promoting human health. These antioxidant compounds can effectively neutralize free radicals and reduce cellular damage, potentially lowering the risk of various chronic diseases including cancer and cardiovascular disorders (<xref ref-type="bibr" rid="B2">Andersen and Markham, 2005</xref>; <xref ref-type="bibr" rid="B27">Kamboh et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B51">Shen et&#xa0;al., 2022</xref>). The marked difference in sugars, ascorbic acid, and antioxidant profiles between ZT99 and DD99 samples underscores the significant impact of environmental conditions on the biosynthesis and accumulation of sugars and antioxidant compounds in strawberry fruits. These findings suggest that high-altitude cultivation could be an effective strategy for enhancing the local strawberry production and the nutritional and functional properties of strawberry varieties compared to their native lower altitude growing conditions of Dandong.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>Our research concluded that higher-altitude conditions in Zhaotong significantly improved the flavonoid contents, enhanced antioxidant activity, and quality attributes of the Red Face strawberry variety compared to lower-altitude grown fruits of same variety. Our analysis revealed significant alterations in flavonoid profiles, with 115 out of 163 identified compounds showing more than two-fold changes between lower- and higher-altitude associated cultivation sites. Notably, fruits grown in Zhaotong exhibited significantly higher levels of bioactive flavonoids such as neohesperidin, tamarixetin-3-O-glucoside-7-O-rhamnoside, and hesperidin, along with improved sugar content and ascorbic acid levels compared to fruits grown in Dandong. These findings have significant implications for commercial strawberry production, suggesting that strategic selection of cultivation altitude could be an effective approach to optimize both nutritional value and fruit quality. This research not only contributes to our understanding of environmental influences on strawberry metabolites but also offers practical insights for optimizing cultivation conditions to produce superior quality fruits with enhanced nutritional value. Future research should focus on the molecular mechanisms underlying these altitude-dependent variations and their potential application in breeding programs aimed at enhancing strawberry fruit characteristics.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>MR: Data curation, Formal analysis, Investigation, Resources, Software, Validation, Visualization, Writing &#x2013; original draft. HW: Data curation, Investigation, Methodology, Software, Validation, Visualization, Writing &#x2013; review &amp; editing. HL: Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; review &amp; editing. HZ: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; review &amp; editing. XD: Data curation, Formal analysis, Investigation, Software, Writing &#x2013; review &amp; editing. LB: Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing &#x2013; review &amp; editing. YC: Data curation, Formal analysis, Investigation, Methodology, Resources, Writing &#x2013; review &amp; editing. DH: Data curation, Formal analysis, Investigation, Resources, Validation, Visualization, Writing &#x2013; review &amp; editing. YZ: Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; review &amp; editing. SY: Funding acquisition, Investigation, Resources, Validation, Writing &#x2013; review &amp; editing. MD: Conceptualization, Formal analysis, Funding acquisition, Project administration, Resources, Supervision, Validation, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. The project of Scientific research start-up funds for doctoral talents of Zhaotong University - Mingzheng Duan. No. 202406; The project of Scientific research start-up funds for doctoral talents of Zhaotong University &#x2013; Shunqiang Yang. No. 202204.</p>
</sec>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2024.1527212/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1527212/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet">
<label>Supplementary Table&#xa0;1</label>
<caption>
<p>Illustrates the details of flavonoid compounds identified in this study.</p>
</caption>
</supplementary-material>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Agati</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Tattini</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Multiple functional roles of flavonoids in photoprotection</article-title>. <source>New Phytol.</source> <volume>186</volume>, <fpage>786</fpage>&#x2013;<lpage>793</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1469-8137.2010.03269.x</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Andersen</surname> <given-names>O. M.</given-names>
</name>
<name>
<surname>Markham</surname> <given-names>K. R.</given-names>
</name>
</person-group> (<year>2005</year>). <source>Flavonoids: chemistry, biochemistry and applications</source> (<publisher-loc>Boca Raton, FL</publisher-loc>: <publisher-name>CRC press</publisher-name>).  doi:&#xa0;<pub-id pub-id-type="doi">10.1201/9781420039443</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Benzie</surname> <given-names>I. F. F.</given-names>
</name>
<name>
<surname>Strain</surname> <given-names>J. J.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>The ferric reducing ability of plasma (FRAP) as a measure of &#x201c;antioxidant power&#x201d;: the FRAP assay</article-title>. <source>Anal. Biochem.</source> <volume>239</volume>, <fpage>70</fpage>&#x2013;<lpage>76</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1006/abio.1996.0292</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bottoms</surname> <given-names>T. G.</given-names>
</name>
<name>
<surname>Bolda</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Gaskell</surname> <given-names>M. L.</given-names>
</name>
<name>
<surname>Hartz</surname> <given-names>T. K.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Determination of strawberry nutrient optimum ranges through diagnosis and recommendation integrated system analysis</article-title>. <source>Horttechnology</source> <volume>23</volume>, <fpage>312</fpage>&#x2013;<lpage>318</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.21273/HORTTECH.23.3.312</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Buendia</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Gil</surname> <given-names>M. I.</given-names>
</name>
<name>
<surname>Tudela</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Gady</surname> <given-names>A. L.</given-names>
</name>
<name>
<surname>Medina</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Soria</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>HPLC-MS analysis of proanthocyanidin oligomers and other phenolics in 15 strawberry cultivars</article-title>. <source>J. Agric. Food Chem.</source> <volume>58</volume>, <fpage>3916</fpage>&#x2013;<lpage>3926</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf9030597</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Carbone</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Preuss</surname> <given-names>A.</given-names>
</name>
<name>
<surname>De Vos</surname> <given-names>R. C. H.</given-names>
</name>
<name>
<surname>D&#x2019;AMICO</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Perrotta</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Bovy</surname> <given-names>A. G.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>Developmental, genetic and environmental factors affect the expression of flavonoid genes, enzymes and metabolites in strawberry fruits</article-title>. <source>Plant Cell Environ.</source> <volume>32</volume>, <fpage>1117</fpage>&#x2013;<lpage>1131</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3040.2009.01994.x</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Structure, biological activities and metabolism of flavonoid glucuronides</article-title>. <source>Mini Rev. Med. Chem.</source> <volume>22</volume>, <fpage>322</fpage>&#x2013;<lpage>354</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2174/1389557521666210521221352</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Gong</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>A novel integrated method for large-scale detection, identification, and quantification of widely targeted metabolites: application in the study of rice metabolomics</article-title>. <source>Mol. Plant</source> <volume>6</volume>, <fpage>1769</fpage>&#x2013;<lpage>1780</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/mp/sst080</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Choi</surname> <given-names>J.-M.</given-names>
</name>
<name>
<surname>Yoon</surname> <given-names>B.-S.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>S.-K.</given-names>
</name>
<name>
<surname>Hwang</surname> <given-names>J.-K.</given-names>
</name>
<name>
<surname>Ryang</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Antioxidant properties of neohesperidin dihydrochalcone: inhibition of hypochlorous acid-induced DNA strand breakage, protein degradation, and cell death</article-title>. <source>Biol. Pharm. Bull.</source> <volume>30</volume>, <fpage>324</fpage>&#x2013;<lpage>330</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1248/bpb.30.324</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cijo</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Dellaire</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Rupasinghe</surname> <given-names>H. P. V.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>ScienceDirect Plant flavonoids in cancer chemoprevention: role in genome stability</article-title>. <source>J. Nutr. Biochem.</source> <volume>45</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jnutbio.2016.11.007</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Compean</surname> <given-names>K. L.</given-names>
</name>
<name>
<surname>Ynalvez</surname> <given-names>R. A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Antimicrobial activity of plant secondary metabolites: A review</article-title>. <source>Res. J. Medicinal Plants</source> <volume>8</volume>, <fpage>204</fpage>&#x2013;<lpage>213</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3923/rjmp.2014.204.213</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cordenunsi</surname> <given-names>B. R.</given-names>
</name>
<name>
<surname>Nascimento</surname> <given-names>J. R. O.</given-names>
</name>
<name>
<surname>Lajolo</surname> <given-names>F. M.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Physico-chemical changes related to quality of five strawberry fruit cultivars during cool-storage</article-title>. <source>Food Chem.</source> <volume>83</volume>, <fpage>167</fpage>&#x2013;<lpage>173</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/S0308-8146(03)00059-1</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Devi</surname> <given-names>K. P.</given-names>
</name>
<name>
<surname>Rajavel</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Nabavi</surname> <given-names>S. F.</given-names>
</name>
<name>
<surname>Setzer</surname> <given-names>W. N.</given-names>
</name>
<name>
<surname>Ahmadi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mansouri</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Hesperidin: A promising anticancer agent from nature</article-title>. <source>Ind. Crops Prod</source> <volume>76</volume>, <fpage>582</fpage>&#x2013;<lpage>589</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.indcrop.2015.07.051</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dewanto</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Adom</surname> <given-names>K. K.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>R. H.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>Thermal processing enhances the nutritional value of tomatoes by increasing total antioxidant activity</article-title>. <source>J. Agric. Food Chem.</source> <volume>50</volume>, <fpage>3010</fpage>&#x2013;<lpage>3014</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf0115589</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dudonne</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Vitrac</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Coutiere</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Woillez</surname> <given-names>M.</given-names>
</name>
<name>
<surname>M&#xe9;rillon</surname> <given-names>J.-M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Comparative study of antioxidant properties and total phenolic content of 30 plant extracts of industrial interest using DPPH, ABTS, FRAP, SOD, and ORAC assays</article-title>. <source>J. Agric. Food Chem.</source> <volume>57</volume>, <fpage>1768</fpage>&#x2013;<lpage>1774</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf803011r</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dzhanfezova</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Barba-Esp&#xed;n</surname> <given-names>G.</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Joernsgaard</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Hegelund</surname> <given-names>J. N.</given-names>
</name>
<name>
<surname>Madsen</surname> <given-names>B.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Anthocyanin profile, antioxidant activity and total phenolic content of a strawberry (Fragaria&#xd7; ananassa Duch) genetic resource collection</article-title>. <source>Food Biosci.</source> <volume>36</volume>, <fpage>100620</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.fbio.2020.100620</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feng</surname> <given-names>C.-Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.-W.</given-names>
</name>
<name>
<surname>Ye</surname> <given-names>J.-F.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>S.-S.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Yin</surname> <given-names>D.-D.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Polyphenol profile and antioxidant activity of the fruit and leaf of Vaccinium glaucoalbum from the Tibetan Himalayas</article-title>. <source>Food Chem.</source> <volume>219</volume>, <fpage>490</fpage>&#x2013;<lpage>495</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.foodchem.2016.09.083</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ganesan</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Molecular targets of vitexin and isovitexin in cancer therapy: a critical review</article-title>. <source>Ann. N Y Acad. Sci.</source> <volume>1401</volume>, <fpage>102</fpage>&#x2013;<lpage>113</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/nyas.2017.1401.issue-1</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>George</surname> <given-names>V. C.</given-names>
</name>
<name>
<surname>Dellaire</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Rupasinghe</surname> <given-names>H. P. V.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Plant flavonoids in cancer chemoprevention: role in genome stability</article-title>. <source>J. Nutr. Biochem.</source> <volume>45</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jnutbio.2016.11.007</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghasemzadeh</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ghasemzadeh</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Flavonoids and phenolic acids: Role and biochemical activity in plants and human</article-title>. <source>J. medicinal Plants Res.</source> <volume>5</volume>, <fpage>6697</fpage>&#x2013;<lpage>6703</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5897/JMPR11.1404</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giampieri</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Tulipani</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Alvarez-Suarez</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Quiles</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Mezzetti</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Battino</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>The strawberry: Composition, nutritional quality, and impact on human health</article-title>. <source>Nutrition</source> <volume>28</volume>, <fpage>9</fpage>&#x2013;<lpage>19</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.nut.2011.08.009</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hajialyani</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hosein Farzaei</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Echeverr&#xed;a</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Nabavi</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Uriarte</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Sobarzo-S&#xe1;nchez</surname> <given-names>E.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Hesperidin as a neuroprotective agent: a review of animal and clinical evidence</article-title>. <source>Molecules</source> <volume>24</volume>, <fpage>648</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules24030648</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanhineva</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Rogachev</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Kokko</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Mintz-Oron</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Venger</surname> <given-names>I.</given-names>
</name>
<name>
<surname>K&#xe4;renlampi</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2008</year>). <article-title>Non-targeted analysis of spatial metabolite composition in strawberry (Fragaria&#xd7; ananassa) flowers</article-title>. <source>Phytochemistry</source> <volume>69</volume>, <fpage>2463</fpage>&#x2013;<lpage>2481</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.phytochem.2008.07.009</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Josuttis</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Verrall</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Stewart</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Kr&#xfc;ger</surname> <given-names>E.</given-names>
</name>
<name>
<surname>McDougall</surname> <given-names>G. J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Genetic and environmental effects on tannin composition in strawberry (Fragaria&#xd7; ananassa) cultivars grown in different European locations</article-title>. <source>J. Agric. Food Chem.</source> <volume>61</volume>, <fpage>790</fpage>&#x2013;<lpage>800</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf303725g</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kabera</surname> <given-names>J. N.</given-names>
</name>
<name>
<surname>Semana</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Mussa</surname> <given-names>A. R.</given-names>
</name>
<name>
<surname>He</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Plant secondary metabolites: biosynthesis, classification, function and pharmacological properties</article-title>. <source>J.&#xa0;Pharm. Pharmacol.</source> <volume>2</volume>, <fpage>377</fpage>&#x2013;<lpage>392</lpage>.</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalt</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Ryan</surname> <given-names>D. A. J.</given-names>
</name>
<name>
<surname>Duy</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Prior</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Ehlenfeldt</surname> <given-names>M. K.</given-names>
</name>
<name>
<surname>Vander Kloet</surname> <given-names>S. P.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Interspecific variation in anthocyanins, phenolics, and antioxidant capacity among genotypes of highbush and lowbush blueberries (Vaccinium section cyanococcus spp.)</article-title>. <source>J. Agric. Food Chem.</source> <volume>49</volume>, <fpage>4761</fpage>&#x2013;<lpage>4767</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf010653e</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kamboh</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Arain</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Mughal</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Zaman</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Arain</surname> <given-names>Z. M.</given-names>
</name>
<name>
<surname>Soomro</surname> <given-names>A. H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Flavonoids: Health promoting phytochemicals for animal production-A review</article-title>. <source>J. Anim. Health Prod</source> <volume>3</volume>, <fpage>6</fpage>&#x2013;<lpage>13</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.14737/journal.jahp/2015/3.1.6.13</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khoo</surname> <given-names>H. E.</given-names>
</name>
<name>
<surname>Azlan</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>S. T.</given-names>
</name>
<name>
<surname>Lim</surname> <given-names>S. M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Anthocyanidins and anthocyanins: colored pigments as food, pharmaceutical ingredients, and the potential health benefits</article-title>. <source>Food Nutr. Res.</source> <volume>61</volume>, <fpage>1361779</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/16546628.2017.1361779</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kun</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Yuenan</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Yingxue</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Analysis of Dandong 99 strawberry market competitiveness Based on Porter&#x2019;s five forces model</article-title>. <source>E3S Web Conferences</source> <volume>253</volume>, <fpage>03058</fpage>. EDP Sciences. doi:&#xa0;<pub-id pub-id-type="doi">10.1051/e3sconf/202125303058</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bi</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Integrated transcriptomic and metabolomic analysis revealed altitude-related regulatory mechanisms on flavonoid accumulation in potato tubers</article-title>. <source>Food Res. Int.</source> <volume>170</volume>, <fpage>112997</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.foodres.2023.112997</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Guo</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Expression of flavonoid biosynthesis genes and accumulation of flavonoid in wheat leaves in response to drought stress</article-title>. <source>Plant Physiol. Biochem.</source> <volume>80</volume>, <fpage>60</fpage>&#x2013;<lpage>66</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.plaphy.2014.03.024</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Magwaza</surname> <given-names>L. S.</given-names>
</name>
<name>
<surname>Opara</surname> <given-names>U. L.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Analytical methods for determination of sugars and sweetness of horticultural products&#x2014;A review</article-title>. <source>Sci. Hortic.</source> <volume>184</volume>, <fpage>179</fpage>&#x2013;<lpage>192</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.scienta.2015.01.001</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mansour</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Ghanem</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Mercenaro</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Nassif</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Hassoun</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Del Caro</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Effects of altitude on the chemical composition of grapes and wine: A review</article-title>. <source>Oeno One</source> <volume>56</volume>, <fpage>227</fpage>&#x2013;<lpage>239</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.20870/oeno-one.2022.56.1.4895</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mas-Capdevila</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Teichenne</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Domenech-Coca</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Caimari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Del Bas</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Escot&#xe9;</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Effect of hesperidin on cardiovascular disease risk factors: the role of intestinal microbiota on hesperidin bioavailability</article-title>. <source>Nutrients</source> <volume>12</volume>, <fpage>1488</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/nu12051488</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mathesius</surname> <given-names>U.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Flavonoid functions in plants and their interactions with other organisms</article-title>. <source>Plants</source> <volume>7</volume>, <fpage>30</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants7020030</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mu</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>OmicShare tools: A zero-code interactive online platform for biological data analysis and visualization</article-title>. <source>iMeta</source> <volume>3</volume>, <elocation-id>e228</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/imt2.v3.5</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pedrozo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Vicente</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Moltini</surname> <given-names>A. I.</given-names>
</name>
<name>
<surname>Ib&#xe1;&#xf1;ez</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Lado</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Fari&#xf1;a</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Strawberry fruit quality: Impacts of the harvest date with a breeding perspective</article-title>. <source>JSFA Rep.</source> <volume>3</volume>, <fpage>597</fpage>&#x2013;<lpage>608</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/jsf2.v3.11</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pourcel</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Routaboul</surname> <given-names>J.-M.</given-names>
</name>
<name>
<surname>Cheynier</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Lepiniec</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Debeaujon</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Flavonoid oxidation in plants: from biochemical properties to physiological functions</article-title>. <source>Trends Plant Sci.</source> <volume>12</volume>, <fpage>29</fpage>&#x2013;<lpage>36</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tplants.2006.11.006</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Ding</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Q.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Metabolic mechanisms of host species against citrus Huanglongbing (Greening Disease)</article-title>. <source>CRC Crit. Rev. Plant Sci.</source> <volume>37</volume>, <fpage>496</fpage>&#x2013;<lpage>511</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/07352689.2018.1544843</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Eman</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yuan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2024</year>a). <article-title>Comparative analysis of citrus species&#x2019; Flavonoid metabolism, gene expression profiling, and their antioxidant capacity under drought stress</article-title>. <source>Antioxidants</source> <volume>13</volume>, <elocation-id>1149</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/antiox13091149</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Shad</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Aslam</surname> <given-names>M. Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2024</year>b). <article-title>Widely Targeted LC-MS/MS Approach provides insights into variations in bioactive flavonoid compounds and their antioxidant activities in green, red, and purple sugarcane</article-title>. <source>LWT</source> <volume>209</volume>, <fpage>116792</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.lwt.2024.116792</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>a). <article-title>Novel insights into anthocyanin metabolism and molecular characterization of associated genes in sugarcane rinds using the metabolome and transcriptome</article-title>. <source>Int. J. Mol. Sci.</source> <volume>23</volume>, <fpage>338</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms23010338</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2022</year>b). <article-title>Sugarcane rind secondary metabolites and their antioxidant activities in eleven cultivated sugarcane varieties</article-title>. <source>Sugar Tech</source>. <volume>24</volume>, <page-range>1570&#x2013;1582</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12355-021-01097-w</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Feng</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ahmad</surname> <given-names>M. H.</given-names>
</name>
<name>
<surname>Tahir Ul Qamar</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Aslam</surname> <given-names>M. Z.</given-names>
</name>
<name>
<surname>Khalid</surname> <given-names>M. F.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>LC-MS/MS-based metabolomics approach identified novel antioxidant flavonoids associated with drought tolerance in citrus species</article-title>. <source>Front. Plant Sci.</source> <volume>14</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1150854</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Duan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Antioxidant metabolites in primitive, wild, and cultivated citrus and their role in stress tolerance</article-title>. <source>Molecules</source> <volume>26</volume>, <fpage>5801</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/molecules26195801</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rao</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Tang</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Deng</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Q.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Ectopic expression of citrus UDP-GLUCOSYL TRANSFERASE gene enhances anthocyanin and proanthocyanidins contents and confers high light tolerance in Arabidopsis</article-title>. <source>BMC Plant Biol.</source> <volume>19</volume>, <fpage>603</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-019-2212-1</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reganold</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Andrews</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Reeve</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Carpenter-Boggs</surname> <given-names>L.</given-names>
</name>
<name>
<surname>SChadt</surname> <given-names>C. W.</given-names>
</name>
<name>
<surname>Alldredge</surname> <given-names>J. R.</given-names>
</name>
<etal/>
</person-group>. (<year>2010</year>). <article-title>Fruit and soil quality of organic and conventional strawberry agroecosystems</article-title>. <source>PloS One</source> <volume>5</volume>, <elocation-id>e12346</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/annotation/1eefd0a4-77af-4f48-98c3-2c5696ca9e7a</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rekha</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Poornima</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Manasa</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Abhipsa</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Devi</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>H. T. V.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Ascorbic acid, total phenol content and antioxidant activity of fresh juices of four ripe and unripe citrus fruits</article-title>. <source>Chem. Sci. Trans.</source> <volume>1</volume>, <fpage>303</fpage>&#x2013;<lpage>310</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.7598/cst2012.182</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rui</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Hong</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Juan</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Hesperidin: a citrus plant component, plays a role in the central nervous system</article-title>. <source>Heliyon</source>. <volume>10</volume>, <elocation-id>e38937</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.heliyon.2024.e38937</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Santos-Buelga</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Scalbert</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Proanthocyanidins and tannin-like compounds&#x2013;nature, occurrence, dietary intake and effects on nutrition and health</article-title>. <source>J.&#xa0;Sci. Food Agric.</source> <volume>80</volume>, <fpage>1094</fpage>&#x2013;<lpage>1117</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/(SICI)1097-0010(20000515)80:7&lt;1094::AID-JSFA569&gt;3.0.CO;2-1</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shen</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Gan</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Plant flavonoids: Classification, distribution, biosynthesis, and antioxidant activity</article-title>. <source>Food Chem.</source> <volume>383</volume>, <elocation-id>132531</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.foodchem.2022.132531</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Environmental stimuli and phytohormones in anthocyanin biosynthesis: A comprehensive review</article-title>. <source>Int. J. Mol. Sci.</source> <volume>24</volume>, <fpage>16415</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms242216415</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shukla</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Bhardwaj</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Pandita</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Patel</surname> <given-names>M. K.</given-names>
</name>
<name>
<surname>Thakur</surname> <given-names>M. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>Effect of cold arid high-altitude environment on bioactive phytochemical compounds of organically grown Brassicaceae vegetables for nutri-health security in mountainous regions</article-title>. <source>Sci. Rep.</source> <volume>14</volume>, <fpage>15976</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-024-64926-4</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Needs</surname> <given-names>P. W.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Kroon</surname> <given-names>P. A.</given-names>
</name>
<name>
<surname>Ren</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Different antitumor effects of quercetin, quercetin-3&#x2032;-sulfate and quercetin-3-glucuronide in human breast cancer MCF-7 cells</article-title>. <source>Food Funct.</source> <volume>9</volume>, <fpage>1736</fpage>&#x2013;<lpage>1746</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1039/C7FO01964E</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Walzem</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Miller</surname> <given-names>E. G.</given-names>
</name>
<name>
<surname>Pike</surname> <given-names>L. M.</given-names>
</name>
<name>
<surname>Patil</surname> <given-names>B. S.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Antioxidant activity of citrus limonoids, flavonoids, and coumarins</article-title>. <source>J. Agric. Food Chem.</source> <volume>53</volume>, <fpage>2009</fpage>&#x2013;<lpage>2014</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1021/jf0484632</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuan</surname> <given-names>L. I. U.</given-names>
</name>
<name>
<surname>Bu-chun</surname> <given-names>L. I. U.</given-names>
</name>
<name>
<surname>Jun</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Cun-gang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ke-yi</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Liu-xi</surname> <given-names>M. A. O.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Evaluation of Potential Climatic Production of Apple during the&#xa0;Possible Growing Period at Zhaotong, Yunnan across Cool Highland of Southwest China</article-title>. <source>Chin. J. Agrometeorology</source> <volume>42</volume>, <fpage>87</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3969/j.issn.1000-6362.2021.02.001</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>