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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.2023.1250878</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>When drought meets heat &#x2013; a plant omics perspective</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Xiangyu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2372772"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fonseca de Lima</surname>
<given-names>Cassio Flavio</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1188971"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vu</surname>
<given-names>Lam Dai</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/274147"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>De Smet</surname>
<given-names>Ive</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="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/100869"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Plant Biotechnology and Bioinformatics, Ghent University</institution>, <addr-line>Ghent</addr-line>, <country>Belgium</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>VIB Center for Plant Systems Biology</institution>, <addr-line>Ghent</addr-line>, <country>Belgium</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jose Ramon Acosta Motos, Catholic University San Antonio of Murcia, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Marcos Egea-Cortines, Polytechnic University of Cartagena, Spain; Tong Si, Qingdao Agricultural University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Ive De Smet, <email xlink:href="mailto:Ive.DeSmet@psb.vib-ugent.be">Ive.DeSmet@psb.vib-ugent.be</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1250878</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>07</day>
<month>08</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Xu, Fonseca de Lima, Vu and De Smet</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Xu, Fonseca de Lima, Vu and De Smet</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>Changes in weather patterns with emerging drought risks and rising global temperature are widespread and negatively affect crop growth and productivity. In nature, plants are simultaneously exposed to multiple biotic and abiotic stresses, but most studies focus on individual stress conditions. However, the simultaneous occurrence of different stresses impacts plant growth and development differently than a single stress. Plants sense the different stress combinations in the same or in different tissues, which could induce specific systemic signalling and acclimation responses; impacting different stress-responsive transcripts, protein abundance and modifications, and metabolites. This mini-review focuses on the combination of drought and heat, two abiotic stress conditions that often occur together. Recent omics studies indicate common or independent regulators involved in heat or drought stress responses. Here, we summarize the current research results, highlight gaps in our knowledge, and flag potential future focus areas.</p>
</abstract>
<kwd-group>
<kwd>drought</kwd>
<kwd>heat</kwd>
<kwd>transcriptomics</kwd>
<kwd>proteomics</kwd>
<kwd>metabolomics</kwd>
</kwd-group>
<contract-num rid="cn001">FWO.OPR.2019.0009.01</contract-num>
<contract-num rid="cn002">201706350153</contract-num>
<contract-num rid="cn003">01P12219, 01CD7122</contract-num>
<contract-sponsor id="cn001">Fonds Wetenschappelijk Onderzoek<named-content content-type="fundref-id">10.13039/501100003130</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">China Scholarship Council<named-content content-type="fundref-id">10.13039/501100004543</named-content>
</contract-sponsor>
<contract-sponsor id="cn003">Bijzonder Onderzoeksfonds UGent<named-content content-type="fundref-id">10.13039/501100007229</named-content>
</contract-sponsor>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="136"/>
<page-count count="9"/>
<word-count count="4099"/>
</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>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Plants are sessile organisms that cannot escape from adverse conditions, and are thus at the mercy of biotic and abiotic environmental factors that strongly affect their growth, survival and performance (<xref ref-type="bibr" rid="B96">Suzuki et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B130">Zhang et&#xa0;al., 2022</xref>). Furthermore, climate change, especially the change of the limiting factors temperature and water availability, vastly reduces crop yields, which threatens productivity and ultimately food security (<xref ref-type="bibr" rid="B7">Bailey-Serres et&#xa0;al., 2019</xref>). These different environmental stresses can be perceived in the same or in different tissues with specific systemic signalling and acclimation responses. For example, plants generally recognize drought stress in the soil through the root system and transmit a signal to the shoot (<xref ref-type="bibr" rid="B97">Takahashi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B67">Maurel and Nacry, 2020</xref>), while high temperature stress is predominantly perceived in the aboveground parts (<xref ref-type="bibr" rid="B10">Bita and Gerats, 2013</xref>; <xref ref-type="bibr" rid="B35">Hasanuzzaman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B81">Quint et&#xa0;al., 2016</xref>). The response of plants to individual heat or drought stress and the underlying specific signalling pathways are well-studied (<xref ref-type="bibr" rid="B81">Quint et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B108">Vu et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B31">Gupta et&#xa0;al., 2020</xref>), but in several cases these stresses coincide (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) and thus likely impact plants differently than the individual stresses (<xref ref-type="bibr" rid="B96">Suzuki et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B126">Zandalinas et&#xa0;al., 2020a</xref>; <xref ref-type="bibr" rid="B127">Zandalinas et&#xa0;al., 2020b</xref>). When exposed to combined stressors, different types of interactions, such as additive, synergistic, equalization, dominant, and antagonistic effects can occur, leading to the induction of diverse stress-responsive transcripts, proteins, and metabolites (<xref ref-type="bibr" rid="B91">Shaar-Moshe et&#xa0;al., 2017</xref>). Omics studies provide a holistic view on these change and can uncover complex regulatory pathways in which a large number of transcripts, proteins, and metabolites undergo similar or opposite changes, highlighting differences between combined and individual stresses.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Representative meteorological data of high temperature and water availability stress co-occurring in field conditions from the Shagbark Hills (2068) station in Iowa - USA, sourced from SCAN (Soil Climate Analysis Network) (<xref ref-type="bibr" rid="B103">USDA Natural Resources Conservation Service, 2022</xref>). The 10-day moving average of air temperature anomalies (orange), soil humidity (%) at 50 cm depth (green) and precipitation increments (blue) were plotted for the year 2021 in the location. Soil average moisture remained stable along the seasonal fluctuations of air temperature, but sharply decreased after the temperature peaked and the 2021 Western North America heat wave (25/06/2021 - 07/07/2021) took place (highlighted in red) (<xref ref-type="bibr" rid="B111">Wikipedia contributors, 2023</xref>). The soil moisture level was only restored to its previous level around late August. The data suggest that, in the surrounding crop field areas, plants were exposed to moderate/high temperature stress prior to the exposure to drought.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1250878-g001.tif"/>
</fig>
<p>Here, we will discuss recent findings related to combined drought and heat stress (referred to as combined stress). We will focus on how plants adapt to this stress combination through developmental and physiological processes and how different omics levels are regulated. Since the majority of omics data is on the aboveground parts of the plants, we mainly describe these (unless stated otherwise) (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s2">
<title>Developmental and physiological responses to individual and combined heat and drought stress</title>
<p>As air temperature rises, the water content in soil tends to decrease, indicating that temperature and water availability stress are likely to co-occur in field conditions (<xref ref-type="bibr" rid="B58">Lobell and Gourdji, 2012</xref>; <xref ref-type="bibr" rid="B44">Konapala et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B9">Bevacqua et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B22">Coughlan de Perez et&#xa0;al., 2023</xref>). This outcome of probabilistic meteorological models that highlight the frequency of combined heat and drought events can already be observed in the field (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Both drought and heat stress individually influence seed germination, cell division and expansion, photosynthesis, and yield (<xref ref-type="bibr" rid="B6">Avramova et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B81">Quint et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B76">Nelissen et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B108">Vu et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B31">Gupta et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B101">Tiwari et&#xa0;al., 2022</xref>). Depending on the severity (water content in the soil) and the duration, drought stress can vary considerably. Mild drought stress slows down growth, resulting in a decrease in leaf area and reduction in biomass, and reduces yield (<xref ref-type="bibr" rid="B104">Verelst et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B19">Clauw et&#xa0;al., 2015</xref>). Severe drought stress has a far more devastating impact on plant physiology, causing growth to nearly cease, plants to wilt and ultimately resulting in plant death (<xref ref-type="bibr" rid="B34">Harb et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B75">Muller et&#xa0;al., 2011</xref>). Drought also leads to stomatal closure to reduce evaporation as a rapid defence against dehydration (<xref ref-type="bibr" rid="B13">Buckley, 2019</xref>; <xref ref-type="bibr" rid="B31">Gupta et&#xa0;al., 2020</xref>). Similarly, the impact of temperature stress also depends on the frequency, severity and duration of the stress (<xref ref-type="bibr" rid="B135">Zhu et&#xa0;al., 2022</xref>). Exposure to a mildly increased ambient temperature can induce various alterations in plant architecture to move sensitive parts away from high temperature and improve cooling capacity and trigger floral transition (<xref ref-type="bibr" rid="B81">Quint et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B108">Vu et&#xa0;al., 2019b</xref>). A further increased temperature and a high frequency and/or prolonged duration of high temperature can decrease germination rates, inhibit growth and floral transition, result in a reduction in yield and even lead to plant death (<xref ref-type="bibr" rid="B27">Gan et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B17">Chiu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B81">Quint et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B113">Wu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B51">Li et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B108">Vu et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B53">Li et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B134">Zhu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B122">Ying et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B135">Zhu et&#xa0;al., 2022</xref>). Elevated temperatures can have a positive effect on the photosynthetic rate and carbon assimilation in plants, but this beneficial effect is strongly suppressed once a certain threshold temperature is exceeded (<xref ref-type="bibr" rid="B118">Yamasaki et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B91">Shaar-Moshe et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B120">Yang et&#xa0;al., 2020</xref>). Finally, high temperatures lead to stomatal opening and an increased stomatal conductance associated with leaf cooling, and prolonged exposure to high temperature reduces the stomata number (<xref ref-type="bibr" rid="B119">Yamori et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B23">Crawford et&#xa0;al., 2012</xref>).</p>
<p>The simultaneous occurrence of high temperature and drought stress can further suppress plant growth and yield compared to their individual effects. When Arabidopsis and different food crops are exposed to combined stress, stems are shorter and leaves are less abundant, the fresh weight and viability of pollen are further decreased, the seed yield and fresh weight are also further decreased compared to control plants and/or to individual stress conditions (<xref ref-type="bibr" rid="B71">Mishra et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B18">Choukri et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B24">Demirel et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B20">Cohen et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B49">Lehretz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B52">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B63">Mahalingam et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B82">Rahman et&#xa0;al., 2022</xref>). In contrast, under combined stress, the transpiration response in Arabidopsis is dominantly promoted by heat stress compared to the individual stress, whereas in the individual stress, it is promoted by high temperature but repressed by drought stress compared with normal conditions (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>). In Arabidopsis and soybean, heat and drought also antagonistically regulate stomatal movement, but in this context drought dominantly decreases stomatal conductance and photosynthesis in combined heat and drought stress conditions (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B94">Sinha et&#xa0;al., 2022</xref>).</p>
<p>To identify the molecular machinery involved in plant regulation and acclimation under combined stress conditions, a comprehensive analysis of the transcriptome, proteome, post-translational modifications (PTMs) and metabolome is essential.</p>
</sec>
<sec id="s3">
<title>Transcriptome responses to combined heat and drought</title>
<p>In Arabidopsis, drought stress significantly impacts gene expression in plants, primarily of genes associated with hormone-mediated growth regulation, response to osmotic stress, reactive oxygen species, salt stress, cell wall modification and cell growth (<xref ref-type="bibr" rid="B19">Clauw et&#xa0;al., 2015</xref>). High temperature predominantly induces an up-regulated transcriptional response to heat, protein folding and metabolic process in Arabidopsis (<xref ref-type="bibr" rid="B36">He et&#xa0;al., 2019</xref>). A 7-day individual heat or drought treatment leads to more differentially expressed genes (DEGs) compared to a 3-day treatment under individual stress in the barley flag leaf (<xref ref-type="bibr" rid="B68">Miko&#x142;ajczak et&#xa0;al., 2023</xref>).</p>
<p>The biological processes associated with responses to a chemical, a stimulus, an oxygen-containing compound, and to stress are all highly enriched in drought, heat and combined stress treatments in lentil leaves (<xref ref-type="bibr" rid="B38">Hosseini et&#xa0;al., 2021</xref>), indicating overlapping signalling pathways. Combined stress induces differentially expressed genes in food crops associated with the ribosome pathway and with photosynthesis and chloroplast-related processes compared with control conditions, and uniquely up- and down-regulated genes enriched in metabolic and biosynthetic processes of the organonitrogen compound, peptide and amide, translation and cytoplasm-related terms (<xref ref-type="bibr" rid="B38">Hosseini et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B99">Tan et&#xa0;al., 2023</xref>). Restructuring of the transcriptome due to the simultaneous occurrence of heat and drought stress varies in different studies. The transcriptomic signature, such as the percentage of overlapping DEGs, indicates that either high temperature or drought plays a major regulatory role in the transcriptome under combined stress, such as the expression patterns of most <italic>HEAT SHOCK TRANSCRIPTION FACTORS (HSFs)</italic> are predominantly regulated by heat, while of most abscisic acid (ABA)-related genes are primarily regulated by drought (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B91">Shaar-Moshe et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B94">Sinha et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B68">Miko&#x142;ajczak et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B93">Sinha et&#xa0;al., 2023</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In addition, additive/synergistic transcriptional responses to combined stresses, often with a dominant impact of one stress, also occurs. For example, the expression of some <italic>HEAT SHOCK PROTEINs</italic> (<italic>HSPs</italic>) quickly responds to individual high temperature or drought stress with a significant increase, and the combination of high temperature and drought additionally increases their expression (<xref ref-type="bibr" rid="B83">Rizhsky et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B63">Mahalingam et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B82">Rahman et&#xa0;al., 2022</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, plants subjected to combined stress, also display different DEG response patterns compared to individual heat or drought stress, indicating a limited expression overlap among individual stresses and combined stresses (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B55">Liu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Hosseini et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B68">Miko&#x142;ajczak et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B93">Sinha et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B99">Tan et&#xa0;al., 2023</xref>). For example in wheat, combined stress induces specific alternative splicing that is absent under individual stresses, and some of these alternatively spliced genes are associated with glutathione biosynthesis and DNA methylation (<xref ref-type="bibr" rid="B55">Liu et&#xa0;al., 2018</xref>). Furthermore, under combined stress, a significant number of transcripts are oppositely regulated compared to each individual stress, or distinct from the effect of the individual stress showing expression levels of untreated plants (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B93">Sinha et&#xa0;al., 2023</xref>). However, among these unique transcripts induced by combined stress, a much lower overall similarity was found in different soybean organs (<xref ref-type="bibr" rid="B93">Sinha et&#xa0;al., 2023</xref>), indicating a unique transcriptional response in different plant organs, and emphasizing the importance of focused studies to understand tissue and organ-specific responses to combined stress conditions.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Combined heat and drought stress can differentially regulate plant transcriptome, proteome and PTMs (post-translational modification), and metabolome in plants to adapt to environmental changes. Different omics reveal varying regulatory patterns for several regulators under conditions of individual heat and drought or combined heat and drought stress. HSFs, Heat Shock Transcription Factors; HSPs, HEAT SHOCK PROTEINs; sHSPs, small HEAT SHOCK PROTEINs. The icon with the thermometer and sun indicates the heat stress and the cracked land indicates the drought stress. The arrows indicate increase, decrease or no change under indicated conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1250878-g002.tif"/>
</fig>
<p>These different types of interactions of DEGs detected under combined stress occur in different processes and pathways, which are largely related to photosynthesis and encoding mitochondrial proteins (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B38">Hosseini et&#xa0;al., 2021</xref>). GO terms associated with these unique DEGs also pinpoint the response to ABA and the metabolic and biosynthetic processes of organonitrogen (<xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B38">Hosseini et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B68">Miko&#x142;ajczak et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s4">
<title>Proteome responses to combined heat and drought</title>
<p>Changes in gene expression will &#x2013; to some extent &#x2013; result in changes at the protein level (<xref ref-type="bibr" rid="B29">Greenbaum et&#xa0;al., 2003</xref>); and regulation of translation, protein abundance and protein activity through, for example, post-translational modifications, add another layer of regulation to the proteome.</p>
<p>Under drought conditions, there was a significant induction in the abundance of proteins in maize related to carbohydrate metabolism pathways, including glycolysis and the pentose phosphate pathway (<xref ref-type="bibr" rid="B107">Vu et&#xa0;al., 2016</xref>). Conversely, proteins involved in chromatin organization, including several histones, exhibited an overall decrease in expression levels (<xref ref-type="bibr" rid="B107">Vu et&#xa0;al., 2016</xref>). High-temperature stress significantly affects protein structure and stability in Arabidopsis, especially those involved in ribosomal proteins/nucleic acid binding, proteasomal proteins, and cytoskeletal proteins (<xref ref-type="bibr" rid="B105">Volkening et&#xa0;al., 2019</xref>). These affected processes of differentially expressed proteins (DEPs) also depend on the species and on the developmental stage (<xref ref-type="bibr" rid="B56">Liu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B62">Lu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B129">Zhang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B57">Liu et&#xa0;al., 2021</xref>).</p>
<p>Based on a limited number of studies, the abundance of the differentially regulated crop proteins under combined stress is primarily associated with ribosomes, metabolic processes and photosynthesis (<xref ref-type="bibr" rid="B85">Rollins et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B132">Zhao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B100">Tang et&#xa0;al., 2023</xref>). Combined stress, and either one or both individual stress conditions, share a large proportion of DEPs of enzymes in maize leaves, such as kinases, phosphatases, enzymes involved in phytohormone signalling, or other metabolic enzymes (<xref ref-type="bibr" rid="B132">Zhao et&#xa0;al., 2016</xref>). Some DEPs are predominantly regulated by a single stress and/or exhibit additional regulation under combined stress. For example, the abundance of the majority of identified HSPs or chloroplast proteins in sweet potatoes is up-regulated by heat stress and only slightly affected by drought stress, and under combined stress, an additional increase is observed (<xref ref-type="bibr" rid="B100">Tang et&#xa0;al., 2023</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<p>Post-translational modifications (PTMs) increase the functional diversity of the overall proteome. While several studies have explored PTMs under single drought or heat stress conditions (<xref ref-type="bibr" rid="B89">Scharf and Nover, 1982</xref>; <xref ref-type="bibr" rid="B14">Castro et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B128">Zhang et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B107">Vu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B12">Botha et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B16">Chen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B8">Benlloch and Lois, 2018</xref>; <xref ref-type="bibr" rid="B109">Vu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B74">Morrell and Sadanandom, 2019</xref>; <xref ref-type="bibr" rid="B116">Xu and Xue, 2019</xref>; <xref ref-type="bibr" rid="B79">Pengyan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B131">Zhang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B33">Han et&#xa0;al., 2022</xref>), there are only a few studies that have investigated phosphorylation, under combined stress conditions. Under drought conditions, the pathways primarily associated with sodium transport, immune response, and chromatin silencing of detected phosphorylated protein are affected in maize leaves (<xref ref-type="bibr" rid="B107">Vu et&#xa0;al., 2016</xref>). Differentially phosphorylated proteins upon mild heat in wheat leaves, compared to non-stress conditions, are enriched in biological processes associated with heat, protein folding, response to hydrogen peroxide and glucose transport (<xref ref-type="bibr" rid="B109">Vu et&#xa0;al., 2018</xref>). Combined stress differentially regulates protein phosphorylation in the maize leaf, and out of 282 phosphoproteins, 46 of them are common between individual stress and combined stress (<xref ref-type="bibr" rid="B39">Hu et&#xa0;al., 2015</xref>). The phosphorylation level of detected HSPs and small HSPs (sHSPs) in maize is mainly regulated in response to heat and combined stress, but does not significantly change under drought (<xref ref-type="bibr" rid="B39">Hu et&#xa0;al., 2015</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, several phosphoproteins related to photosynthesis, carbon metabolism and protein processing are detected under combined high temperature and drought conditions (<xref ref-type="bibr" rid="B39">Hu et&#xa0;al., 2015</xref>) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<p>Other common PTMs, such as ubiquitination and sumoylation, targeting Lys residues, have also been studied under individual heat and drought conditions (<xref ref-type="bibr" rid="B15">Catala et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B73">Miura et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B14">Castro et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B50">Li et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B112">Wu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B116">Xu and Xue, 2019</xref>; <xref ref-type="bibr" rid="B79">Pengyan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B4">Andr&#xe1;si et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2021</xref>). However, there is limited available data on the ubiquitinome and sumoylome in the context of combined stress. Nevertheless, high temperature or drought-induced ubiquitination regulates ABA signalling (<xref ref-type="bibr" rid="B17">Chiu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B125">Yu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B116">Xu and Xue, 2019</xref>), and ubiquitination regulates drought tolerance via the ABA signalling pathway (<xref ref-type="bibr" rid="B90">Seo et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B54">Lim et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B116">Xu and Xue, 2019</xref>; <xref ref-type="bibr" rid="B102">Tong et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B92">Singh et&#xa0;al., 2022</xref>). High temperatures inhibit Arabidopsis seed germination by dampening both protein ubiquitination and proteasome activity in an ABA-dependent manner (<xref ref-type="bibr" rid="B17">Chiu et&#xa0;al., 2016</xref>). The differently ubiquitinated proteins under high temperatures are enriched in a wide range of molecular functions (<xref ref-type="bibr" rid="B50">Li et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B79">Pengyan et&#xa0;al., 2020</xref>). Sumoylation can be stimulated in plants under heat (<xref ref-type="bibr" rid="B69">Miller et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B70">Miller et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B37">Hendriks and Vertegaal, 2016</xref>; <xref ref-type="bibr" rid="B88">Rytz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2021</xref>) or drought stress (<xref ref-type="bibr" rid="B15">Catala et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B73">Miura et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B14">Castro et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B112">Wu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B42">Joo et&#xa0;al., 2022</xref>) and largely depends on SUMO E3 ligase SAP AND MIZ1 DOMAIN- CONTAINING LIGASE 1 (SIZ1). SIZ1 facilitates conjugation of SUMO to protein substrates, and positively regulates plant heat tolerance and acquired thermotolerance (<xref ref-type="bibr" rid="B123">Yoo et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B43">Kim et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B88">Rytz et&#xa0;al., 2018</xref>). Sumoylation occurring on chromatin is associated with gene expression in response to high temperature (<xref ref-type="bibr" rid="B77">Niskanen et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2021</xref>). The transcripts that are differentially regulated by sumoylation are largely involved in responses to heat stress and development-related processes (<xref ref-type="bibr" rid="B32">Han et&#xa0;al., 2021</xref>). Some studies exhibit that SIZ1 has both positive and negative effects on drought tolerance (<xref ref-type="bibr" rid="B15">Catala et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B73">Miura et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B107">Vu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B8">Benlloch and Lois, 2018</xref>; <xref ref-type="bibr" rid="B116">Xu and Xue, 2019</xref>). So far as we know, there are no omics data on sumoylation under drought or combined stress conditions, but overexpression of SIZ1 enhances photosynthesis performance and yield compared to the wild type under combined stress (<xref ref-type="bibr" rid="B72">Mishra et&#xa0;al., 2017</xref>). This suggests a complex regulation of sumoylation via SIZ1, which might be affected by the stress intensity and potentially plays an important role under drought or combined heat and drought stress.</p>
</sec>
<sec id="s5">
<title>Metabolome responses to combined heat and drought</title>
<p>Under combined stress, plants may experience a reduction in growth and yield as mentioned above. Under such conditions, the levels of biological markers of oxidative stress, such as malondialdehyde (MDA) and H<sub>2</sub>O<sub>2</sub>, further increase (<xref ref-type="bibr" rid="B41">Jin et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B82">Rahman et&#xa0;al., 2022</xref>).</p>
<p>To safeguard cells from stress-induced damage, plants adapt by reprogramming their metabolic pathways. While there are several metabolome datasets under individual drought and heat stress (<xref ref-type="bibr" rid="B121">Ye et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B95">Sun et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1">Abdelrahman et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B48">Lecourieux et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Guo et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B61">Lu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B59">L&#xf3;pez et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B115">Xie et&#xa0;al., 2023</xref>), there are only a few studies with respect to combined stress (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B2">Alhaithloul et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B46">Lawas et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B80">Qaseem et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B114">Xie et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B124">Yousaf et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B87">Ru et&#xa0;al., 2023</xref>). Under combined stress, the processes of carbohydrate metabolism, amino acid metabolism and organic acid are differentially affected compared with a non-stress condition (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B46">Lawas et&#xa0;al., 2019</xref>). There is an increase in stress-responsive metabolites in flowering spikelets, particularly in terms of their abundance under severe combined heat and drought stress, compared to mild combined stress conditions (<xref ref-type="bibr" rid="B46">Lawas et&#xa0;al., 2019</xref>). Under combined stress, there is a significant and strong transient increase in the concentration of most soluble sugars, such as glucose, fructose, and raffinose (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), although the concentration of sucrose and starch decreased compared to a non-stress condition (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B2">Alhaithloul et&#xa0;al., 2019</xref>). These soluble sugars increase the osmotic potential in the cell, drawing water into these cells to maintain the turgor pressure (<xref ref-type="bibr" rid="B26">F&#xe0;bregas and Fernie, 2019</xref>), and act as protectants to cope with rapid stress (<xref ref-type="bibr" rid="B86">Rosa et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B25">Du et&#xa0;al., 2019</xref>). Under combined stress, some results show that the total amount of soluble sugar further increased compared to individual heat and drought stress (<xref ref-type="bibr" rid="B80">Qaseem et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B87">Ru et&#xa0;al., 2023</xref>). However, this increased effect of soluble sugar exhibits variation across different varieties and species, in response to combined stress compared with individual stress or control conditions, providing a possible explanation for the variable tolerance observed among different varieties and species (<xref ref-type="bibr" rid="B133">Zhou et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B80">Qaseem et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Alsamadany et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B87">Ru et&#xa0;al., 2023</xref>).</p>
<p>The concentrations of amino acids exhibit a distinct profile when subjected to combined stress (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>). Under combined stress, a strong transient increase of amino acids, such as histidine, isoleucine, leucine, methionine, and proline, are observed (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), while alanine, asparagine, and aspartate do not show a difference under these combined treatments (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B46">Lawas et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B114">Xie et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B124">Yousaf et&#xa0;al., 2022</xref>).</p>
<p>The concentration of fatty acids is also differentially impacted by combined stress compared with a non-stress condition, and both saturated (SFA) and unsaturated fatty acids (UFA) exhibit specific temporal patterns. The concentration of mainly SFAs increases during exposure to stress (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), while mono- and poly-UFAs mostly decrease or remain unchanged during stress (<xref ref-type="bibr" rid="B136">Zinta et&#xa0;al., 2018</xref>). The increase in SFAs and decrease in UFAs following prolonged stress could potentially be linked to the adaptation of membranes in managing fluctuations in fluidity. The membrane plays an important role in signal perception and transduction (<xref ref-type="bibr" rid="B40">Inda et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B78">Niu and Xiang, 2018</xref>). For example, high temperature promotes membrane fluidization, while hyperosmotic stress can reduce membrane fluidity (<xref ref-type="bibr" rid="B45">Laroche et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B60">Los and Murata, 2004</xref>; <xref ref-type="bibr" rid="B64">Mansilla et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B66">Martini&#xe8;re et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B47">Leach and Cowen, 2014</xref>; <xref ref-type="bibr" rid="B106">Vu et&#xa0;al., 2019a</xref>). The pH value surrounding the cell membrane can affect its permeability and polarity, and drought stress can trigger cytoplasmic alkalinisation, thereby impacting membrane dynamics (<xref ref-type="bibr" rid="B28">Geilfus, 2017</xref>; <xref ref-type="bibr" rid="B5">Angelova et&#xa0;al., 2018</xref>). The different modifications of signal perception under combined stresses might lead the distinct signal transduction, which can also influence the activity of membrane-associated proteins and downstream targets (<xref ref-type="bibr" rid="B78">Niu and Xiang, 2018</xref>; <xref ref-type="bibr" rid="B106">Vu et&#xa0;al., 2019a</xref>).</p>
</sec>
<sec id="s6" sec-type="conclusion">
<title>Conclusion</title>
<p>Omics experiments under combined heat or/and drought stress, provide systems level knowledge on how plant growth and yield, and the associated physiological and biochemical responses, are regulated under stress (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Heat and drought stress may exert distinct effects on various tissues or organs. However, due to the limited number of omics datasets, and the majority of studies being conducted on leaf or whole plants, the potential interplay between organs and signalling pathways remains largely unexplored. Although the initial sensing of these stresses likely occurs locally and specifically, the resulting biochemical signals can be quickly transferred to and perceived by other tissues and organs. This coordinated regulation between local and transferred signals might explain the different regulations observed under combined stress that are absent under a single stress. There are several conserved responses to both heat and drought stress, including those related to ABA signalling and heat shock proteins (<xref ref-type="bibr" rid="B83">Rizhsky et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B132">Zhao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B65">Mar&#xed;n-de la Rosa et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Andr&#xe1;si et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B98">Tamang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B110">Wang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B63">Mahalingam et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B100">Tang et&#xa0;al., 2023</xref>).</p>
<p>Different omics reveal varying regulatory patterns for several regulators or metabolites under individual heat or drought stress and combined heat and drought conditions (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), such as the HSPs that are differentially regulated at the transcript, protein and phosphoprotein level as mentioned above (<xref ref-type="bibr" rid="B83">Rizhsky et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B84">Rizhsky et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B39">Hu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B132">Zhao et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B63">Mahalingam et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B82">Rahman et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B100">Tang et&#xa0;al., 2023</xref>). The expression of HSPs and the HSP protein level is higher under combined stress compared to individual stress. However, the phosphorylation of HSPs is up-regulated under drought stress and down-regulated under heat stress, while no significant change in phosphorylation is observed under combined stress.</p>
<p>Breeding stress-tolerant crop varieties under increased temperature and drought is a fundamental way to help deal with climate change and to assure future food security. Understanding the underlying mechanisms of abiotic stress tolerance in crops is crucial to address how abiotic stress affects crop yield and quality effectively, and to provide useful markers and genes for genetic improvement. Selecting the crucial players under combined heat and drought stress, allows us to further understand how plants perceive different stresses and integrate these signals into various tissues and organs, which can be used for targeted breeding to improve plant tolerance under heat and drought stress. Despite the numerous transcriptomes, there have been relatively few studies on post-translational modifications (PTMs), such as phosphorylation, ubiquitination, and SUMOylation, under combined heat and drought stress. PTMs play an important role as rapid and reversible molecular switches, effectively regulating biological pathways and processes within cells (<xref ref-type="bibr" rid="B11">Blazek et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B21">Coll-Mart&#xed;nez and Crosas, 2019</xref>; <xref ref-type="bibr" rid="B117">Xu et&#xa0;al., 2019</xref>), and a comprehensive understanding of protein modification under combined stress is thus crucial to fully capture signalling mechanisms. Furthermore, the integration of other omics data, such as the translatome, and the integration of these multiple omics data is the next key step (<xref ref-type="bibr" rid="B52">Li et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B100">Tang et&#xa0;al., 2023</xref>).</p>
<p>Finally, we advocate for more omics studies under combined stress conditions, focusing on different species and different organs.&#xa0;In order to investigate plant responses under combined stress, it is crucial to consider the intensity, duration, and timing of the stress conditions. Optimal wet lab experimental setups should incorporate&#xa0;representative climate data to ensure accuracy. Additionally, studying responses directly in the field allows for the consideration of other environmental variables, providing more comprehensive results.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>XX wrote the manuscript and generated <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. CF generated <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Research Foundation, Flanders (FWO.OPR.2019.0009.01). XX was supported by the China Scholarship Council for a predoctoral fellowship (201706350153) and by a UGent BOF doctoral mandate (01CD7122). LV was supported by a UGent BOF postdoctoral mandate (01P12219).</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="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="s11" 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.2023.1250878/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1250878/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.xlsx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"/>
</sec>
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