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<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.2024.1370817</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Transcriptome &amp; metabolic profiling: an insight into the abiotic stress response crosstalk in plants</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Yadav</surname>
<given-names>Poonam</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/459526"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Guanlin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1820320"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mulet</surname>
<given-names>Jose M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/429662"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Environment and Sustainable Development, Banaras Hindu University, Uttar Pradesh</institution>, <addr-line>Varanasi</addr-line>, <country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>School of Emergency Management, School of Environment and Safety Engineering, Jiangsu Province Engineering Research Center of Green Technology and Contingency Management for Emerging Pollutants, Jiangsu University</institution>, <addr-line>Zhenjiang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Instituto de Biolog&#xed;a Molecular y Celular de Plantas, Universitat Polit&#xe8;cnica de Val&#xe8;ncia-Consejo superior de investigaciones cient&#xed;ficas (CSIC)</institution>, <addr-line>Valencia</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Douglas S Domingues, University of S&#xe3;o Paulo, Brazil</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Poonam Yadav, <email xlink:href="mailto:poonamyadav.b.h.u@gmail.com">poonamyadav.b.h.u@gmail.com</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1370817</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Yadav, Li and Mulet</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Yadav, Li and Mulet</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>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/researchtopic/48193" ext-link-type="uri">Editorial on the Research Topic <article-title>Transcriptome &amp; metabolic profiling: an insight into the abiotic stress response crosstalk in plants</article-title>
</related-article>
<kwd-group>
<kwd>salt stress</kwd>
<kwd>drought stress</kwd>
<kwd>crops</kwd>
<kwd>transcriptome</kwd>
<kwd>metabolome</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="9"/>
<page-count count="4"/>
<word-count count="1832"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Abiotic Stress</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Global warming is menacing natural ecosystems (<xref ref-type="bibr" rid="B7">Ta&#xef;bi et&#xa0;al., 2015</xref>) and food production systems (<xref ref-type="bibr" rid="B4">Melino and Tester, 2023</xref>). Abiotic stress usually affects the normal plant developmental program at several points. Drought and salt stress, i.e., less water than is required and a sodium concentration in soil of approximately 20-30 mM (glycophytes) or 100-200 mM (halophytes), induce abscisic acid, which arrests plant development (<xref ref-type="bibr" rid="B2">Chevilly et&#xa0;al., 2021</xref>). In addition, salt stress in the soil increases osmotic potential, makes water uptake more difficult for plants, and competes with the uptake of potassium, the major mineral nutrient (<xref ref-type="bibr" rid="B8">Yadav and Jaiswal, 2021</xref>; <xref ref-type="bibr" rid="B5">Mulet et&#xa0;al., 2023</xref>). Inside the plant, sodium is toxic and interferes with many biochemical processes, and plants must divert energy from the developmental program to maintain correct ion homeostasis (<xref ref-type="bibr" rid="B3">Flowers and Colmer, 2015</xref>). Similar constraints for the developmental program occur with temperature stress: freezing (below 0&#xb0;C), chilling (usually between 0&#xb0;C to 5&#xb0;C), or heating (usually above 30&#xb0;C, but depends on the plant). Heat stress also increases photorespiration and thus increases oxidation (<xref ref-type="bibr" rid="B1">Busch, 2020</xref>). Whereas under heavy metal toxicity overproduction of reactive oxygen species (ROS) and redox imbalance alters the energetic ratio of ATD/ADP, NADP/NADPH and NAD/NADH. Plant's compromised energetic balance are suggested as major factors related to heavy metal stress (<xref ref-type="bibr" rid="B6">Srivastava et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B9">Yadav et&#xa0;al., 2021</xref>). It becomes clear that the study of abiotic stress in plants cannot be carried out as a single effect but as a whole, and the crosstalk between the different signal transduction responses must be considered to obtain a general picture (<xref ref-type="bibr" rid="B9">Yadav et&#xa0;al., 2021</xref>). Systems biology, specifically technological advances in bioinformatics, and mass spectrometry, among other techniques, have allowed us to study the impact of abiotic stress on the whole transcriptome or metabolome, and thus investigate how different pathways are affected by the applied stress.</p>
<p>In this Research Topic, we collected twelve excellent contributions that bring new light to this complex subject and emphasize the significance of the transcriptomic and metabolomic profile in solving the complex puzzle of stress management and mechanisms in plants. Additionally, this may help the biotechnologist involved in breeding or genetic engineering to better understand the stress management mechanism and complex role of the metabolic mechanism and develop stress and climate-resilient crops in the near future.</p>
<sec id="s1">
<title>Abiotic stress in cereal crops</title>
<p>One of the advantages of recent technological advances is that abiotic stress can be studied at the molecular level not only in model organisms such as <italic>Arabidopsis thaliana</italic> but also in wild or cultivated plants. There is no study investigating model plants in this Research Topic but there are two that focus on barley and one that features maize. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2022.1066421">Mahalingam et&#xa0;al.</ext-link> take an original approach by comparing the transcriptome of stress-tolerant (Otis) and stress-sensitive (Golden Promise) barley genotypes subjected to drought, heat, and combined heat and drought stress for 5 days during the heading stage. The stress-sensitive phenotype presented a higher number of differentially expressed genes than the stress-resistant phenotype. Genes associated with RNA metabolism and <italic>Hsp70</italic> chaperones were the most upregulated; therefore, the authors suggested that these may be targets for biotechnological improvement.</p>
<p>It is known that during drought, plants close their stomata at a critical soil water content (SWC), and this induces diverse physiological, developmental, and biochemical responses. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1193284">Paul et&#xa0;al.</ext-link> investigated this phenomenon in different genotypes of barley and found that the different responses among genotypes could suggest a specific adaptation to different rain patterns and the prominent role of the retrotransposon <italic>BARE1</italic>, as well as the identification of novel genes participating in the drought stress response.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1286699">Zhang et&#xa0;al.</ext-link> showed the response-related mechanism of a low phosphorus (LP)-induced gene <italic>ZmG6PE</italic> and its stress impact on maize (<italic>Zea mays ssp. mays</italic>) yield. It was advocated that the <italic>ZmG6PE</italic> gene was required under the LP response by mediating the expression of the <italic>SPX6</italic> and <italic>PHT1.13</italic> genes in maize plants. Additionally, the <italic>ZmG6PE</italic> gene contributed to the grain yield of maize through sugar and starch synthesis under LP stress. A combined transcriptomic and metabolomic study also revealed that the plant&#x2019;s immune regulation was activated in response to the LP stress under the influence of carbon metabolism, fatty acid metabolism, and amino acid metabolism.</p>
</sec>
<sec id="s2">
<title>Abiotic stress in horticultural crops</title>
<p>Vegetables are essential for a healthy diet. Horticultural crops are prone to abiotic stress due to their high water requirement. In this Research Topic, two studies have contributed with advances in onion (<italic>Allium cepa</italic>). Onion is another important global vegetable/spice crop and faces various challenges in the field. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1150909">Gedam et&#xa0;al.</ext-link>, investigated the impact of waterlogging (hypoxia) stress on onion. The study included in this Research Topic describes the transcriptomic response in leaves of two contrasting genotypes of onion under waterlogging stress and reports that several key biological processes were affected, such as phytohormone production, antioxidant enzymes, programmed cell death, and aerenchyma development. Additionally, changes were observed in the regulation of energy production under the stress response. Antioxidant enzyme activity was also higher in the tolerant variety than in the sensitive W-344 variety. Furthermore, they reported that some genes related to waterlogging tolerance, such as <italic>RAP2-12</italic> and <italic>RAP2-3</italic>, were highly expressed in the tolerant variety. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1245308">Manape et&#xa0;al.</ext-link> identified and validated the probable genes governing wax accumulation in onion through transcriptomic profiling of the glossy mutant and its wild-type counterpart. The study revealed significant differences in the genes involved in the wax biosynthesis pathway in two different types of onions, the glossy mutant and the wild type. The study represents a significant contribution to onion resistance breeding against stress imposed by thrips (pest attack) or drought.</p>
</sec>
<sec id="s3">
<title>Contributions to woody plants</title>
<p>In this Research Topic, we have also gained some insight into the abiotic stress response in woody plants. We present a report on grapevine, a woody crop of major importance, and an industrial crop, <italic>Hevea brasiliensis</italic>. Drought is seen as a common stress for grape cultivation. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1129114">Yang et&#xa0;al.</ext-link> quantified the effect of drought stress on &#x2018;Shine Muscat&#x2019; grapevine, presented the related consequences, and provided insights into the new growth regulator 5-aminolevulinic acid (ALA) in stress mitigation. The study reported a decline in MDA production, glutathione, ascorbic acid, and betaine along with the activation of POD and SOD to better manage stress under the application of ALA. Reduction in abscisic acid by upregulating <italic>CYP707A1</italic> gene helped in relieving the closure of stomata and also induced changes in some chlorophyll synthesis genes. This finding can pave the way for better drought stress management of grapes and other crops in the future.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2022.1092411">Mao et&#xa0;al.</ext-link> explored new insights regarding the metabolomic and transcriptomic profiling of rubber plants (<italic>Hevea brasiliensis</italic>) under cold stress. The study presented a detailed analysis of transcriptomics and metabolomics that revealed the role of cold-stress-responsive genes and metabolite molecules in rubber trees. The finding was promising as two rubber tree clones, temperature-sensitive and cold-resistant, were studied, and their transcriptomic and metabolomic responses through RNA-seq and LCMS-based metabolite profiling were mapped. Additionally, they highlighted key pathways, such as flavonoid, arginine, and anthocyanin metabolism involved with cold resistance. It is very important to track the modulation of gene expression due to cold stress and its effect on the metabolome. Finally, we also included a study on the Chinese tree <italic>qing qian liu</italic>, or wheel wingnut (<italic>Cyclocarya paliurus</italic>). <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1211162">Zhang et&#xa0;al.</ext-link> investigated and demonstrated the role of two stress signaling molecules, nitric oxide (NO) and hydrogen sulfide (H<sub>2</sub>S), in salt stress tolerance in <italic>Cyclocarya paliurus</italic>. They described the intricate role of exogenous application of NO and H<sub>2</sub>S in salt tolerance in <italic>C. paliurus</italic>. The mechanisms is based in maintaining the photosynthetic ability and energetics, as evidenced by reduced leaf biomass loss. The study also reports increased cellular NO synthesis and decreased oxidative damage through the activation of the antioxidant enzymatic machinery and by increasing the soluble protein and flavonoid content.</p>
</sec>
<sec id="s4">
<title>Abiotic stress and medicinal herbs</title>
<p>Medicinal plants are of major economic and social interest. Metabolomic and transcriptomic profiling is a very useful technology for identifying active ingredients and investigating how environmental conditions affect their accumulation. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1265971">Zhou et&#xa0;al.</ext-link> addressed a specific problem. <italic>Gynostemma pentaphyllum</italic>, also called Southern Ginseng, Miracle Plant, or Jiaogulan, is an important medicinal herb but can absorb high amounts of cadmium (Cd), which may be deleterious for consumers. The study included in this Research Topic investigated the genomic and metabolomic response of this plant to cadmium stress to develop a novel cultivar that accumulates cadmium less. The authors found that phenylpropanoid biosynthesis, starch, sucrose metabolism, alpha-linolenic acid metabolism, and the ABC transporter were significantly enriched at the gene and metabolic levels.</p>
<p>
<italic>Illicium difengpi</italic> is an endangered medicinal plant, native to the karst mountains of the Guangxi region of China. This plant is highly adapted to drought stress. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1284135">Zhang et&#xa0;al.</ext-link> performed transcriptomic and metabolomic profiling to obtain new insights into its drought tolerance mechanism. The joint transcriptome and metabolome analyses showed that under drought there was an increase in glutathione, flavonoids, polyamines, soluble sugars, and amino acids, contributing to cell osmotic potential and antioxidant activity.</p>
<p>The <italic>Pueraria</italic> genus includes more than 20 plants species, which are economically important food and medicinal plants in South-East Asia. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2023.1115782">Fu et&#xa0;al.</ext-link> analyzed the flavonoids, dietary fiber, total starch, and crude protein of one <italic>P. lobatae</italic> and three <italic>P. thomsonii</italic> varieties by combining various chemical analysis methods. Based on their findings, they proposed <italic>P. lobata</italic> is better for medicinal use, whereas <italic>P. thomsonii</italic> is a better option as edible food.</p>
<p>And finally, we also contribute with a review on zinc fingers. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fpls.2022.1083960">Moulick et&#xa0;al.</ext-link> put good effort into collecting literature about the detailed molecular involvement of Zn-finger motifs in abiotic stress management in crop plants. They comprehensively reviewed Zn-finger motifs and provided deep insights into the role of Zn fingers in various abiotic stress tolerance mechanisms. The review covers structural to functional aspects of zinc finger motifs/proteins and their involvement in various signaling transduction pathways, triggering the action of plant transcription factors and controlling the expression of various stress-regulated genes.</p>
</sec>
<sec id="s5">
<title>Outlook</title>
<p>It becomes crystal-clear that abiotic stress cannot be studied as an isolated process but must be considered as the different effects that are exerted on the essential processes of plant physiology and the multiple read-outs. Metabolomic and transcriptional studies have allowed us to study this process in general and unveil how different signal transduction pathways, many previously unrelated to the studied stress, are affected. These studies provide novel and valuable information on the crosstalk of different abiotic stresses and their interplay with developmental processes in crops and medicinal and woody plants. We hope that future investigations will convert this information into improved crops with increased tolerance to abiotic stress or increased nutritional content.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>PY: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. GL: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JM: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>The authors are thankful to the senior speciality editor of Frontiers in Plant Science for their valued input during the entire Research Topic process. The authors are thankful to the Institute of Environment and Sustainable Development, Banaras Hindu University, Varanasi, India; Jiangsu University, Zhenjiang, China; and Instituto de Biolog&#xed;a Molecular y Celular de Plantas, Universitat Polit&#xe8;cnica de Val&#xe8;ncia-CSIC, Camino de Vera, 46022 Valencia, Spain, which helped make this Research Topic successful.</p>
</ack>
<sec id="s7" 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="s8" 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>
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