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<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
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<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
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<issn pub-type="epub">1664-462X</issn>
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<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-id pub-id-type="doi">10.3389/fpls.2026.1761183</article-id>
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<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Effects of flowering period and cultivation practices on volatile organic compounds in Sanqi flowers</article-title>
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<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Yang</surname><given-names>Fan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Li</surname><given-names>Yue</given-names></name>
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<contrib contrib-type="author" equal-contrib="yes">
<name><surname>Yi</surname><given-names>Tongning</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Hei</surname><given-names>Jingying</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname><given-names>Biao</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>He</surname><given-names>Xiahong</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Wang</surname><given-names>Shu</given-names></name>
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<aff id="aff1"><label>1</label><institution>College of Landscape Architecture and Horticulture, Southwest Forestry University</institution>, <city>Kunming</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Endocrinology, the Affiliated Hospital of Liaoning University of Traditional Chinese Medicine</institution>, <city>Shenyang</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Biochemistry and Molecular Biology, School of Life Sciences, China Medical University</institution>, <city>Shenyang</city>,&#xa0;<country country="cn">China</country></aff>
<aff id="aff4"><label>4</label><institution>Yunnan Provincial Key Laboratory for Conservation and Utilization of In-forest Resource, Southwest Forestry University</institution>, <city>Kunming</city>,&#xa0;<country country="cn">China</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Biao Wang, <email xlink:href="mailto:wangbiao@cmu.edu.cn">wangbiao@cmu.edu.cn</email>; Shu Wang, <email xlink:href="mailto:wangshu@swfu.edu.cn">wangshu@swfu.edu.cn</email>; Xiahong He, <email xlink:href="mailto:hxh@swfu.edu.cn">hxh@swfu.edu.cn</email></corresp>
<fn fn-type="equal" id="fn003">
<label>&#x2020;</label>
<p>These authors have contributed equally to this work</p></fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-06">
<day>06</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>17</volume>
<elocation-id>1761183</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="rev-recd">
<day>13</day>
<month>01</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Yang, Li, Yi, Hei, Wang, He and Wang.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Yang, Li, Yi, Hei, Wang, He and Wang</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-06">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Sanqi flower holds broad application prospects in the food industry due to its rich bioactive components and potential health benefits. However, limited information is available regarding the variation of volatile organic compounds (VOCs) in the Sanqi flowers within Sanqi&#x2013;<italic>Pinus armandii</italic> (SPA) and Sanqi&#x2013;<italic>Pinus yunnanensis</italic> (SPY) agroforestry systems. Here, the VOCs in Sanqi flowers were compared and analyzed using headspace&#x2013;solid phase microextraction (HS-SPME) and gas chromatography&#x2013;mass spectrometry (GC-MS). A total of 60 and 55 VOCs were identified in the Sanqi flowers obtained from the SPY and SPA agroforestry systems, respectively. Terpenes were found to be the predominant components. Moreover, Germacrene D (ranging from 21.35&#x2013;26.24% to 15.46&#x2013;24.41%), &#x3b2;-Ocimene (ranging from 21.28&#x2013;6.60% to 1.21&#x2013;22.48%) and &#x3b2;-Elemene (ranging from 11.72&#x2013;13.52% to 9.15&#x2013;18.77%) were the most abundant in the SPY and SPA systems. Hierarchical clustering analysis (HCA) showed that the VOCs in the Sanqi flowers within the SPY system were clustered into one group. Principal component analysis (PCA) indicated that the VOCs in Sanqi flowers were primarily influenced by the cultivation system. Furthermore, trans-Nerolidol, (E)-4,8-Dimethylnona-1,3,7-triene and &#x3b3;-Muurolene from the PYS system and Cubenene, Espatulenol, and Bicyclogermacrene from the PAS system can serve as the distinctive VOCs in Sanqi flowers. Redundancy analysis (RDA) revealed that the main factors affecting the VOCs in Sanqi flowers were humidity, followed by temperature. This study provides a theoretical basis for understanding the impact of different agroforestry systems on the VOCs of Sanqi flowers and offers insights into optimizing cultivation practices to enhance the medicinal edible qualities of Sanqi.</p>
</abstract>
<kwd-group>
<kwd>food additives</kwd>
<kwd>gas chromatography&#x2013;mass spectrometry</kwd>
<kwd>headspace solid-phase microextraction</kwd>
<kwd>RDA analysis</kwd>
<kwd>Sanqi flowers</kwd>
<kwd>sesquiterpenes</kwd>
<kwd>VOCs</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This research was funded by Applied Basic Research Foundation of Yunnan Province (202501BD070001-087; 202401BD070001-122), Applied Basic Research Key Project of Yunnan (202501BD070001-023), Yunnan Provincial Key Laboratory (202402AN360005), Yunnan Province Innovation Team (202405AS350027), China Agriculture Research System of MOF &amp; MARA (CARS-21-05B).</funding-statement>
</funding-group>
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<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Plant Metabolism and Chemodiversity</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The Sanqi (<italic>Panax Notoginseng</italic> (Burk.) F.H.Chen) flower is often used as a medicinal material, tea drink and food additive, thanks to its unique non-volatile and volatile organic compounds (VOCs) (<xref ref-type="bibr" rid="B55">Zhang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B54">Yang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B7">Chen S. Y. et&#xa0;al., 2022</xref>). It demonstrates significant efficacy in regulating the cardiovascular system, exhibiting anti-inflammatory effects, possessing antioxidant properties, providing neuroprotection, and improving metabolic diseases (<xref ref-type="bibr" rid="B15">Huang et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B58">Zhou et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B31">Liu J. C. et&#xa0;al., 2023</xref>). Sanqi flowers have a long history of consumption and are considered an excellent source of vitamins, minerals, proteins and amino acids, making them a promising new food ingredient (<xref ref-type="bibr" rid="B54">Yang et&#xa0;al., 2017</xref>). Currently, Sanqi flowers are used to brew tea and to enhance the flavour and health benefits of various liquids, including soups and beverages. They can also be used to flavour dishes such as egg and flower cakes. Ornamental plant floral fragrances repel herbivores, resist pathogens, protect flowers, attract pollinators, facilitate plant communication, and enhance aesthetic appeal (<xref ref-type="bibr" rid="B47">Unsicker et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2022</xref>) (<xref ref-type="bibr" rid="B47">Unsicker et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2022</xref>). Medicinal plant floral fragrance not only maintains the aforementioned roles but also releases aromatic compounds signaling flower quality, further elevating therapeutic value (<xref ref-type="bibr" rid="B29">Liu et&#xa0;al., 2024</xref>). Consequently, the study of floral fragrance compounds in Sanqi flowers is of great significance, as it can provide insights into their potential health benefits and applications in the food and pharmaceutical industries.</p>
<p>Organic cultivation improves the nutritional value, sensory quality and safety of agricultural products (<xref ref-type="bibr" rid="B35">Maggio et&#xa0;al., 2013</xref>), and for medicinal herbs, it boosts key chemical content, reduces pesticide residues, and stabilizes aroma and medicinal effects (<xref ref-type="bibr" rid="B56">Zhang et&#xa0;al., 2025</xref>). For instance, organic management elevates flavonoid, saponin, and polysaccharide levels in Sanqi flowers (<xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025b</xref>), and their VOC profiles (mainly terpenes, alkynes, and aromatic hydrocarbons) contribute to the distinctive fragrance (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>). Terpenoid compounds, due to their diverse fragrances and biological activities, have extensive applications in the food industry, such as being used as natural flavourings and essences, antioxidants and preservatives, and functional food ingredients (<xref ref-type="bibr" rid="B10">Fan et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B4">Carson et&#xa0;al., 2006</xref>). Furthermore, Terpenes in Sanqi flowers from the forest understorey also have medicinal value: 3-carene, Germacrene D, and spatulenol modulate antibacterial activity, defense mechanisms, pollination, and anti-inflammation, respectively (<xref ref-type="bibr" rid="B20">Li et&#xa0;al., 2021</xref>), while &#x3b1;-guaiene and &#x3b2;-copaene relieve cough and phlegm (<xref ref-type="bibr" rid="B34">Lv et&#xa0;al., 2005</xref>) and exhibit antioxidant properties (<xref ref-type="bibr" rid="B48">Usman and Ismaeel, 2020</xref>). Different varieties and cultivation practices significantly influence the biosynthesis of VOCs and flavonoids in Sanqi flowers (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B24">Li et&#xa0;al., 2024b</xref>). However, despite the recognized importance of VOCs in Sanqi flowers, there is a significant lack of comprehensive research into how flowering periods and cultivation systems affect VOCs.</p>
<p>Flowering stages and geographical environments significantly shape floral fragrance profiles, with VOC variation across blooming stages driven by physiological, genetic, and environmental factors (<xref ref-type="bibr" rid="B41">Ru&#xa0;et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B49">Wang et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B44">Song et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B9">Du et&#xa0;al., 2022</xref>). On one side, enzyme activity and metabolic adjustments mediate VOC synthesis and release; on the other, gene regulatory networks control flowering timing to ensure favorable blooming conditions (<xref ref-type="bibr" rid="B21">Li et&#xa0;al., 2024c</xref>). For instance, transcription factors such as those from the MADS-box gene family play crucial roles in floral organ development (<xref ref-type="bibr" rid="B27">Li et&#xa0;al., 2023</xref>). Simultaneously, Aromatic compounds vary across flowering stages and flower sections, reflecting the plant&#x2019;s adaptive pollinator attraction strategies (<xref ref-type="bibr" rid="B59">Zhou et&#xa0;al., 2024</xref>). Furthermore, abiotic factors such as climate (including temperature, humidity, and light), soil composition, altitude, and nutrient availability significantly influence the synthesis and release of VOCs (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B22">Li et&#xa0;al., 2024a</xref>), as VOCs are temperature-sensitive and drive dynamic changes in floral components. The emission rate of VOCs accelerates with rising temperatures (<xref ref-type="bibr" rid="B14">Hu et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B11">Fu et&#xa0;al., 2017</xref>), but this relationship is not a simple linear increase (<xref ref-type="bibr" rid="B42">Sagae et&#xa0;al., 2008</xref>). Previous studies have revealed that the VOCs of Sanqi flowers are significantly influenced by genetic factors (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>). However, limited information was available regarding the mechanisms by which abiotic factors affect the synthesis and release of VOCs. Therefore, in-depth research into the impact of abiotic factors on the VOCs of Sanqi flowers&#xa0;holds significant theoretical value and practical application significance for optimizing cultivation environments and enhancing medicinal quality.</p>
<p>Organic rather than conventional management of Sanqi not only improves its quality (<xref ref-type="bibr" rid="B24">Li et&#xa0;al., 2024b</xref>), but also alter soil metabolites (<xref ref-type="bibr" rid="B12">He et&#xa0;al., 2025</xref>), increase microbial diversity (<xref ref-type="bibr" rid="B57">Zhao et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B13">Hei et&#xa0;al., 2025</xref>), enhance soil fertility, and reduce heavy metal content (<xref ref-type="bibr" rid="B32">Liu et&#xa0;al., 2025</xref>). Moreover, <italic>Pinus armandii</italic> and <italic>Pinus yunnanensis</italic> are primarily suitable for Sanqi cultivation. However, the specific impacts of Sanqi-<italic>P. armandii</italic> (SPA) and Sanqi-<italic>P. yunnanensis</italic> (SPY) agroforestry systems on the VOCs in Sanqi flowers are not yet fully understood. Thus, these two systems were the focus of this study. By integrating headspace-solid-phase micro-extraction (HS-SPME) technology with gas chromatography-mass spectrometry (GC), the characteristics of VOCs in Sanqi flowers were systematically analyzed across flowering periods and cultivation practices. The objective of this study is twofold: (1) to investigate the effects of flowering periods (unopened, half-opened, fully opened stages) and two distinct agroforestry systems (SPY and SPA) on the composition, content, and characteristic VOCs of Sanqi flowers, and to unravel the key environmental factors and their interaction mechanisms regulating VOC biosynthesis and emission; (2) to provide practical guidance for optimizing cultivation practices and determining the optimal harvesting time of Sanqi flowers, thereby supporting the efficient utilization of Sanqi flowers in functional foods, beverages, and natural food additives with enhanced sensory and medicinal-edible qualities.</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>Study site and sample collection</title>
<p>The SPA and SPY bases are located in Xundian Hui and Yi Autonomous County, Kunming City (103&#xb0;11&#x2032;17&#x2033;E, 25&#xb0;27&#x2032;15&#x2033;N) and&#xa0;Boshang Town, Linxiang District, Lincang City (100&#xb0;7&#x2032;12&#x2033;E, 23&#xb0;45&#x2032;40&#x2033;N), respectively. Information on the cultivation of Sanqi in forest understories can be found in previous studies (<xref ref-type="bibr" rid="B13">Hei et&#xa0;al., 2025</xref>; <xref ref-type="bibr" rid="B12">He et&#xa0;al., 2025</xref>). Initially, Sanqi seeds were sown in a greenhouse to ensure healthy growth. In December 2019, after the Sanqi plants had matured for one year, ridge operations were conducted in the <italic>P. armandii</italic> and <italic>P. yunnanensis</italic> forests. The ridges were constructed with a height of 30&#x2013;40 cm, a width of 80&#x2013;100 cm, and a length of 120&#x2013;150 cm. Subsequently, the plants were transplanted into the forest understory ridges at a spacing of (10&#x2013;15 cm) &#xd7; (10&#x2013;15 cm). The transplanted Sanqi seedlings were immediately covered with soil to a depth of 3&#x2013;5 cm, followed by a layer of pine needles with a thickness of 3&#x2013;5 cm. Additionally, the cultivation of Sanqi was conducted using organic management practices, without the application of pesticides or fertilizers. Sanqi flowers typically bloom in summer, spanning from June to August annually. The Sanqi flower passes through three distinct flowering stages, each with characteristic morphological features: (1) Unopened stage: Buds are small (0.5 cm), light green, and tightly clustered. (2) Half-opened stage: Buds gradually unfurl to ~1.0 cm, displaying a deeper green hue, with their edges beginning to expand and open. (3) Fully opened stage: Central and upper buds expand to 1.5 cm, with an intensified deep green colour (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S1</bold></xref>).</p>
<p>A total of 18 plots were established, corresponding to 3 flowering periods (unopened, half opened, and fully opened stages), 2 systems (SPA, and SPY), and 3 replicates. On July 21, 2022, we selected healthy, disease-free Sanqi flowers (2nd year) with uniform growth patterns from the SPA and SPY systems. To minimize the impact of environmental factors on volatile organic compound (VOC) emissions, the collection process was conducted under conditions of no rain, no wind, and clear weather. As the weight of Sanqi flowers varies across different flowering stages, 20, 10, and 7 Sanqi flowers were sampled at the unopened, half-opened, and fully opened stages, respectively, to ensure consistent weight. Subsequently, one flower was collected from each plant within each plot. Each repetition included 20, 10, and 7 Sanqi flowers, respectively. Thus, a total of 111 flowers were collected. Simultaneously, a handheld weather meter was utilized to measure the temperature, humidity, and altitude during each Sanqi flower collection. Upon collection, the flowers were immediately placed into 20-ml headspace glass bottles (transparent, flat-bottomed), each containing approximately 0.4 grams. The samples were then sealed with aluminum stoppers using sealing pliers. Upon arrival at the laboratory, the samples were transferred to a temperature-controlled room set at 25 &#xb0;C for 30 minutes to allow the VOCs to reach equilibrium before analysis. The VOCs of the Sanqi flowers were measured immediately upon their return to the laboratory.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>HS-SPME and GC-MS analysis</title>
<p>HS-SPME analysis was conducted using 100 &#x3bc;m PDMS solid phase microextraction fibers in conjunction with a headspace solid phase microextraction device from Thermo Fisher Scientific (TriPlus 300, Waltham, MA, USA), following previously established determination methods (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>). After allowing the Sanqi flowers to equilibrate at room temperature for 30&#xa0;minutes, their VOCs were extracted to adsorb. Prior to sampling the VOCs, the SPME fiber was conditioned at the GC-MS injection port for 40 minutes at 250 &#xb0;C. The fiber was then inserted into the top of a sealed SPME vial using an autosampler.</p>
<p>Upon completion of the adsorption phase, the extraction head should be detached and subsequently inserted into the injection port of the GC-MS (Trace GC Ultra/ITQ 900, Thermo Fisher Scientific). After heating to 250 &#xb0;C for 20 minutes, the instrument began to collect data. The GC operating conditions were as follows: the HP-5MS capillary column had a diameter of 0.25mm, a length of 30m, and a film thickness of 0.25&#x3bc;m; high-purity helium gas (with a purity of 99.999%) was used as the carrier gas, with the flow rate set to 1.0 mL/min. The heating procedure was as follows: Set the injection port temperature to 250 &#xb0;C. The column was initially heated to 50 &#xb0;C for 4 minutes, then gradually increased at a rate of 10 &#xb0;C/min until it reached 150 &#xb0;C for 15 minutes. Subsequently, the temperature continued to rise to 250 &#xb0;C, which was maintained for 11 minutes at a rate of 2 &#xb0;C/min. The MS conditions were as follows: EI ion source at 69.9 eV, ion source temperature at 230 &#xb0;C, emission current at 34.6 &#x3bc;A; electron multiplier voltage at 1624 V; mass scan range from 10 to 701 amu.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Data and statistical analysis</title>
<p>The National Institute of Standards and Technology (NIST) mass spectrometry database was utilized for the purpose of qualitative identification, and only those results exhibiting positive and negative matching values exceeding 700 were chosen for subsequent analysis. By employing the total ionic current chromatogram, we utilized peak area normalization to ascertain the relative concentrations of the compounds in the sample. Compound identification was primarily based on retention indices (RI), supplemented by confirmation through comparison with published literature and an online library (<ext-link ext-link-type="uri" xlink:href="https://webbook.nist.gov/chemistry/cas-ser.html">https://webbook.nist.gov/chemistry/cas-ser.html</ext-link>). Under identical chromatographic conditions, we calculated retention indices (RI*) using n-alkanes (C5-C19) injected into the same instrument, which served as a reference for substance identification (<xref ref-type="bibr" rid="B28">Li et al., 2017</xref>). In addition, the histograms were constructed using GraphPad Prism (version 8), while the principal component analysis (PCA) was performed with Origin (version 2021). Heatmap clustering, Redundancy analysis (RDA), and permutation multivariate analysis of variance (PERMANOVA) were all plotted using R software (version 2.5.6).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Analysis of the types and contents of the VOCs in Sanqi flowers</title>
<p>A total of 60 and 55 VOC types were identified in the SPY and SPA systems, respectively. The VOCs across flowering stages ranked as follows: fully opened stage (19 and 21 types) &gt; half opened stage (18 and 20 types) &gt; unopened stage (18 and 19 types) in the SPA and SPY system, respectively (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Notably, three types of VOCs were detected in the Sanqi flowers: sesquiterpenes (30 species), monoterpens (4 species), and others (4 species) (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S1</bold></xref>). Moreover, sesquiterpenes were more abundant in the SPY system, accounting for 6.49%&#x2013;22.77%, while monoterpenes were predominant in the SPA system, ranging from 76% to 98.3%. As the predominant compounds in the SPY and SPA systems, Germacrene D and &#x3b2;-ocimene were present at higher concentrations in the SPY system.</p>
<p>The 27 types of VOCs accounting for over 1% of the total mainly included germacrene D (21.35&#x2013;26.24% and 15.46&#x2013;24.41%), &#x3b2;-ocimene (21.28&#x2013;6.60% and 1.21&#x2013;22.48%), and &#x3b2;-elemene (11.72&#x2013;13.52% and 9.15&#x2013;18.77%), respectively (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Additionally, &#x3b2;-Ocimene (20.95-22.48%) was abundant in the unopened Sanqi flowers, whereas Germacrene D, accounting for 24.41-26.24% and 20.94-22.51%, was predominant in the half-opened and fully-opened Sanqi flowers, respectively. Therefore, Germacrene D, &#x3b2;-Ocimene, and &#x3b2;-Elemene were the primary compounds found in the Sanqi flowers from the SPA and SPY systems.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The VOCs in the flowers of Sanqi within the SPY and SPA systems (&gt;1%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1761183-g001.tif">
<alt-text content-type="machine-generated">Stacked bar chart displaying the relative amounts of various compounds in different cultivars labeled SPY-U, SPY-H, SPY-F, SPA-U, SPA-H, and SPA-F. Each compound is represented by a different color, with a legend listing names such as 6,9-Guaiadiene, Humulene, and &#x3b2;-Ylangene. The y-axis shows relative amounts in percentage from zero to one.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Hierarchical clustering analysis of the VOCs in Sanqi flowers</title>
<p>Hierarchical cluster analysis revealed that the VOCs in Sanqi flowers could be categorised into three distinct groups. Within the SPY system, the VOCs formed a single group due to their high content of Germacrene D, &#x3b2;-Ocimene, and &#x3b2;-Elemene. The VOCs from half-opened and fully-opened flowers were predominantly grouped within the SPA system, while the VOCs from unopened Sanqi flowers formed a separate group (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Heat map and hierarchical hierarchical cluster analysis of VOCs in the flowers of Sanqi within the SPY and SPA systems (&gt;1%).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1761183-g002.tif">
<alt-text content-type="machine-generated">Heatmap displaying compound concentrations, with rows labeled by compound names like Germacrene D and columns labeled SPA-H to SPY-H. Darker red indicates higher concentrations. A gradient scale from 0 to 25 is shown on the right.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Principal component analysis of the VOCs in Sanqi flowers</title>
<p>Principal Component Analysis (PCA) indicated that the variances of PC1 and PC2 accounted for 49.80% and 20.00%, respectively (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>). The VOCs in Sanqi flowers were mainly driven by the cultivation system. Moreover, the unique VOCs that differentiate the flowering stages were trans-Nerolidol, (E)-4,8-Dimethylnona-1,3,7-triene, and &#x3b3;-Muurolene from the PYS system, and Cubenene, Espatulenol, and Bicyclogermacrene from the PAS system. Additionally, the distinctive VOCs in cultivation systems were trans-nerolidol, (E)-4,8-dimethylnona-1,3,7-triene, and &#x3b3;-muurolene from the PYS system, and (1R,4S,5S)-1,8-dimethyl-4-prop-1-en-2-yl-spiro[4.5]dec-8-ene, germacrene B, and bicyclogermacrene from the PAS system.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>PCA analysis of the VOCs in Sanqi flowers across various flowering periods and cultivation systems.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1761183-g003.tif">
<alt-text content-type="machine-generated">Biplot showing principal component analysis (PCA) results. PC1 explains 49.8 percent and PC2 explains 20.0 percent of the variance. Different symbols represent SPA and SPY samples, with arrows indicating loadings for 27 chemical compounds listed on the right. Clusters of samples are visible with SPA samples towards the center and left, and SPY samples towards the bottom.</alt-text>
</graphic></fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Redundancy analysis</title>
<p>A redundancy analysis (RDA) was conducted to determine the relationship between VOCs and environmental factors (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>). The results indicated that the primary factors influencing the VOCs in Sanqi flowers were humidity, followed by temperature, and altitude (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Furthermore, humidity and temperature were positively and negatively correlated with (E)-4,8-Dimethylnona-1,3,7-triene, respectively. Conversely, (E)-4,8-Dimethylnona-1,3,7-triene, &#x3b1;-Cubebene, Isocaryophyllene, 6,9-Guaiadiene and &#x3b3;-Amorphene were negatively and positively correlated with the humidity and temperature (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Figure S2</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Redundancy analysis (RDA) of the VOCs in Sanqi flowers with environmental factors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-17-1761183-g004.tif">
<alt-text content-type="machine-generated">Redundancy analysis (RDA) biplot showing the relationship between chemical compounds and environmental variables: temperature, humidity, and altitude. Points represent different samples, color-coded by type. Arrows indicate the direction and strength of environmental gradients. A list of compounds is provided on the right. RDA1 explains 33.68% of the variance, while RDA2 explains 13.38%.</alt-text>
</graphic></fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>A total of 53 VOCs, predominantly terpenoids, have been observed in the flowers of various Sanqi genotypes [3]. Similarly, our research has identified 60 and 55 VOCs in the Sanqi flowers of SPY and SPA agroforestry systems, respectively, with terpenes being the predominant components. Sanqi flowers, when managed with conventional practices, primarily contain various sesquiterpene compounds, such as spathulenol, germacrene D, bicyclic germacrene, and &#x3b1;-panaxine (<xref ref-type="bibr" rid="B28">Li et&#xa0;al., 2017</xref>). However, our study revealed elevated levels of germacrene D, &#x3b2;-ocimene, and &#x3b2;-elemene in the Sanqi flowers. This finding contradicts our earlier results, which indicated that 3-carene and germacrene D were the primary VOCs during full flowering (<xref ref-type="bibr" rid="B8">Chen X. F. et&#xa0;al., 2022</xref>). On the one hand, organic management practices, which involve no application of pesticides and fertilizers, can improve the soil environment and enhance the volatile VOCs of medicinal herbs (<xref ref-type="bibr" rid="B35">Maggio et&#xa0;al., 2013</xref>). On the other hand, Sanqi flowers are typically harvested in the first and second years. Consequently, the timing of these harvests is the primary reason for the variation in germacrene D, &#x3b2;-ocimene, and &#x3b2;-elemene content. &#x3b2;-Ocimene, Germacrene D, and &#x3b2;-Elemene play vital roles in the food industry. These compounds not only enhance food flavor and sensory appeal but also demonstrate antioxidant and antimicrobial properties. For&#xa0;example, &#x3b2;-Ocimene and Germacrene D are widely used in&#xa0;flavor formulation for food and beverages (<xref ref-type="bibr" rid="B19">Kou et&#xa0;al., 2024</xref>; <xref ref-type="bibr" rid="B38">Pratama et&#xa0;al., 2022</xref>), as well as in spice blends for alcoholic beverages and premium processed foods (<xref ref-type="bibr" rid="B46">Thang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Kazemeini et&#xa0;al., 2021</xref>). Meanwhile, &#x3b2;-Elemene serves both as a direct flavor additive in food products and as an essential component in spice mixtures (<xref ref-type="bibr" rid="B7">Chen S. Y. et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B43">Sieniawska et&#xa0;al., 2018</xref>). Additionally, both &#x3b2;-Ocimene and &#x3b2;-Elemene exhibit remarkable antioxidant properties that effectively inhibit lipid oxidation and free radical formation, which are vital for extending food shelf life and maintaining freshness (<xref ref-type="bibr" rid="B2">Bensid et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B51">Xiang et&#xa0;al., 2024</xref>). Germacrene D&#x2019;s broad-spectrum antibacterial properties further enhance food hygiene standards by protecting moist foods from various spoilage-causing bacteria (<xref ref-type="bibr" rid="B46">Thang et&#xa0;al., 2014</xref>). Additionally, the compounds &#x3b2;-ocimene, germacrene D, and &#x3b2;-elemene possess medicinal properties. For instance, &#x3b2;-ocimene can induce plant defense responses (<xref ref-type="bibr" rid="B17">Kang et&#xa0;al., 2018</xref>), facilitate inter-plant communication (<xref ref-type="bibr" rid="B5">Cascone et&#xa0;al., 2015</xref>), enhance crop resistance (<xref ref-type="bibr" rid="B53">Xie et&#xa0;al., 2025</xref>), and regulate secondary metabolites (<xref ref-type="bibr" rid="B52">Xiao et&#xa0;al., 2020</xref>). Germacrene D plays a vital role in pest and disease resistance (<xref ref-type="bibr" rid="B6">Caselli et&#xa0;al., 2021</xref>), interplant communication (<xref ref-type="bibr" rid="B39">Prosser et&#xa0;al., 2004</xref>), the composition of essential oils, and antibacterial properties (<xref ref-type="bibr" rid="B40">Rguez et&#xa0;al., 2023</xref>). &#x3b2;-Elemene inhibits tumor cell growth and exhibits anti-inflammatory properties. Consequently, functional beverages or dietary supplements containing &#x3b2;-Elemene have been proposed to aid in boosting immunity and may possess further anti-cancer potential (<xref ref-type="bibr" rid="B7">Chen S. Y. et&#xa0;al., 2022</xref>). As the demand for natural food additives continues to rise, terpenoid compounds such as &#x3b2;-ocimene, germacrene D, and &#x3b2;-elemene have emerged as promising candidates for next-generation additives (<xref ref-type="bibr" rid="B7">Chen S. Y. et&#xa0;al., 2022</xref>). This is thanks to their sustainable potential and natural, plant-derived properties.</p>
<p>The flowering stage significantly affects the types and concentrations of VOCs, with these changes reflecting the plant&#x2019;s physiological state, ecological functions, and interactions with the environment (<xref ref-type="bibr" rid="B31">Liu J. C. et&#xa0;al., 2023</xref>). Our research demonstrated that the VOCs in Sanqi flowers progressively increased during the flowering period, peaking at full bloom. This finding aligns with observations that <italic>Michelia crassipes</italic> petals contain the most volatile components during full opened flowering stage. This is primarily attributed to the emission of VOCs from flowers, which is influenced by the plant&#x2019;s growth stage, characteristics of floral organs, variations in gene expression, epigenetic modifications, and external environmental conditions (<xref ref-type="bibr" rid="B36">Picazo-Aragon&#xe9;s et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2025b</xref>). Simultaneously, various flowering stages impact not only the total quantity and composition of VOCs but also yield compounds that are unique to a specific stage. For instance, phenylpropanoids/styrene was abundant in D. chrysotoxum during the initial blooming stage, while isoprenoid-like compounds were more prevalent at the full blooming stage. The concentration of germacrene D in sanqi flowers first increased and then decreased, peaking at the half-bloom stage. Moreover, the highest concentration of &#x3b2;-ocimene was found in unopened Sanqi flowers. This is because different flowering periods regulate the genes responsible for synthesising germacrene D and &#x3b2;-ocimene (<xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2022</xref>). In addition, the unique VOCs that differentiate the flowering stages were trans-Nerolidol, (E)-4,8-Dimethylnona-1,3,7-triene, and &#x3b3;-Muurolene from the PYS system, and Cubenene, Espatulenol, and Bicyclogermacrene from the PAS system. In summary, by utilizing our knowledge of the VOCs emitted at different stages of flowering, we can harvest Sanqi flowers at the optimal time to select specific VOCs for incorporation into food products.</p>
<p>Plants in various geographical regions, even those of the same species, may display significant variations in their floral fragrance components. This phenomenon is attributed to abiotic factors such as climate conditions, soil composition, altitude, and nutrient availability (<xref ref-type="bibr" rid="B3">Campbell et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Luizzi et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B50">Wu et&#xa0;al., 2024</xref>). The PCA analysis revealed that the PYS and PAS systems significantly influenced the content and composition of VOCs, consistent with findings from other studies (<xref ref-type="bibr" rid="B25">Li et&#xa0;al., 2022</xref>). High temperatures can enhance the activity of enzymes involved in VOCs synthesis, further accelerating the evaporation of VOCs (<xref ref-type="bibr" rid="B1">Barman and Mitra, 2021</xref>). Moreover, humidity significantly influences the quality traits of blackcurrant fruits, including the accumulation of VOCs (<xref ref-type="bibr" rid="B37">Pott et&#xa0;al., 2023</xref>). The RDA analysis results further confirmed that humidity being the primary factors affecting the VOCs in Sanqi flowers. Moreover, the humidity were higher in the PYS system than in the PAS system (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Table S2</bold></xref>). Hence, higher humidity are key factors influencing the VOCs in the flowers of Sanqi, since the PYS system maintains higher longer rainy seasons. Meanwhile, the composition and activity of soil microbial communities significantly influence plant growth and metabolism, which in turn affects the production of VOCs (<xref ref-type="bibr" rid="B45">Sun et&#xa0;al., 2020</xref>). Research has shown that the composition of soil microbial communities is influenced by the species of pine employed in the Sanqi-pine agroforestry system. Furthermore, endophytic bacteria can be transmitted from pine trees to Sanqi plants, thereby influencing the release of VOCs (<xref ref-type="bibr" rid="B16">Jia et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B24">Li&#xa0;et&#xa0;al., 2024b</xref>). Additionally, the availability of nutrients in the soil influences the phenotypic plasticity of VOCs in the plant (<xref ref-type="bibr" rid="B8">Li et&#xa0;al., 2025a</xref>). In conclusion, the composition and content variations of VOCs in Sanqi flowers result from the combined effects of abiotic factors (such as humidity and temperature) and biotic factors (like soil microorganisms and endophytes). These factors regulate Sanqi metabolic pathways and enzyme activities, ultimately leading to the distinct characteristics of VOCs in different geographical regions or agroforestry systems. Future research could further integrate transcriptomic and metabolomic approaches to elucidate the molecular mechanisms underlying how humidity, temperature, and microorganisms influence the VOCs synthesis in Sanqi flowers. This would provide theoretical foundations for optimizing product quality through environmental regulation or microbial intervention strategies.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>A total of 60 and 55 VOCs were identified in Sanqi flowers from the SPY and SPA agroforestry systems, respectively, with terpenoids as the predominant component class. Germacrene D and &#x3b2;-ocimene were more abundant in the SPY system, whereas &#x3b2;-elemene was richer in the SPA system. The cultivation system was the primary factor shaping VOC composition, while humidity (followed by temperature) was the key environmental driver. Understanding the variations in VOC profiles across flowering periods and cultivation regimes offers practical guidance for optimizing Sanqi flower harvesting, supporting their effective utilization in functional foods.</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>YF: Funding acquisition, Investigation, Writing &#x2013; original draft. YL: Formal analysis, Writing &#x2013; original draft. TY: Data curation, Resources, Writing &#x2013; original draft. JH: Methodology, Writing &#x2013; original draft. BW: Methodology, Writing &#x2013; review &amp; editing. SW: Conceptualization, Writing &#x2013; review &amp; editing. XH: Funding acquisition, Writing &#x2013; review &amp; editing.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank all the members of our group for their joint efforts.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If&#xa0;you identify any issues, please contact us.</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.2026.1761183/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2026.1761183/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/></sec>
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<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2611820">Tuo Zeng</ext-link>, Guizhou Normal University, China</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2567520">Jessica Felisberto</ext-link>, Rio de Janeiro State University, Brazil</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3312014">Sidney Mariano Dos Santos</ext-link>, State University of Mato Grosso do Sul, Brazil</p></fn>
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