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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Hortic.</journal-id>
<journal-title>Frontiers in Horticulture</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Hortic.</abbrev-journal-title>
<issn pub-type="epub">2813-3595</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fhort.2023.1116866</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Horticulture</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Epigenomics: a new tool for the generation of climate resilient grapevines</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tan</surname><given-names>Jia W.</given-names>
</name>
<xref ref-type="author-notes" rid="fn001"><sup>*</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2095447"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rodr&#xed;guez L&#xf3;pez</surname><given-names>Carlos M.</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/187389"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Environmental Epigenetics and Genetics Group, Department of Horticulture, Martin-Gatton College of Agriculture, Food and Environment, University of Kentucky</institution>, <addr-line>Lexington, KY</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Carlos Poblete-Echeverr&#xed;a, Stellenbosch University, South Africa</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Shunli Wang, Chinese Academy of Agricultural Sciences (CAAS), China; Manjul Dutt, University of Florida, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Jia W. Tan, <email xlink:href="mailto:jia.tan@uky.edu">jia.tan@uky.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>2</volume>
<elocation-id>1116866</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>03</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Tan and Rodr&#xed;guez L&#xf3;pez</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Tan and Rodr&#xed;guez L&#xf3;pez</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>Climate change is expected to increase the occurrence of extreme environmental conditions. Viticulture, as agriculture in general, is highly dependent on climatic conditions, not only for yield but also for fruit quality, which is the most important factor affecting produce value at the farm-gate. This demands the development of novel plant breeding techniques that will lead to the accelerated production of more resilient grape varieties, as conventional breeding programs for perennials are often prolonged. Recent research has suggested that environmental conditions can activate a memory of stress that could result in a primed response to subsequent stress events. This is a process capable of increasing plant&#x2019;s resilience to abiotic stimuli, allowing plants to better adapt to extreme environmental conditions. While the effect of priming has been observed in many plants, the underlying mechanisms are puzzling and seldom studied in perennial crops. A large body of research has been developed in the last decade linking response to stress, stress priming, and memory of stress with epigenetic mechanisms. This understanding of plant epigenetics has opened the door to the application of epigenetics to crop improvement, such as the use of epigenetic breeding for the generation of more resilient crops. Perennial crop agriculture in general, and viticulture in particular, would benefit from more in-depth knowledge on epigenetic memory of stress.</p>
</abstract>
<kwd-group>
<kwd>review (article)</kwd>
<kwd>grapevine</kwd>
<kwd>perennial crops</kwd>
<kwd>epigenomics</kwd>
<kwd>epi-breeding</kwd>
<kwd>stress memory</kwd>
<kwd>stress priming</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">U.S. Department of Agriculture<named-content content-type="fundref-id">10.13039/100000199</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="279"/>
<page-count count="19"/>
<word-count count="9365"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Viticulture, Pomology, and Soft Fruits</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Wine grapes are considered the most important fruit crop in the world in terms of production and economic importance (<xref ref-type="bibr" rid="B4">Alston and Sambucci, 2019</xref>). It has been reported that there are nearly 8 million hectares of vineyards worldwide and the global annual production have reached approximately 90 million tons (<ext-link ext-link-type="uri" xlink:href="http://faostat.fao.org">http://faostat.fao.org</ext-link>). In the United States alone, which ranks fourth in the volume of wine production behind Italy, France, and Spain (<xref ref-type="bibr" rid="B220">Stevenson, 2005</xref>), wine, grapes, and grape products contribute $276 billion to the economy in 2022 (<ext-link ext-link-type="uri" xlink:href="https://wineamerica.org/economic-impact-study/2022-american-wine-industry-methodology/">https://wineamerica.org/economic-impact-study/2022-american-wine-industry-methodology/</ext-link>). The importance of grape cultivation for wine production, however, goes beyond its bare contribution to the economy. Wine consumption has moved from a source of nutrition to a cultural phenomenon with a large tourist industry associated with it. For this reason, the wine industry has helped fix local populations in rural areas by diversifying the job markets in such regions (<ext-link ext-link-type="uri" xlink:href="https://wineamerica.org/economic-impact-study/2022-american-wine-industry-methodology/">https://wineamerica.org/economic-impact-study/2022-american-wine-industry-methodology/</ext-link>). The majority of cultivated grapes belong to <italic>Vitis vinifera</italic> subsp. <italic>vinifera</italic>; but the cultivation of other <italic>Vitis sensu stricto</italic> species, including hybrids, and the related subgenus <italic>Muscadinia</italic> are also common in regions where the climate and/or disease pressure are not suitable for <italic>V. vinifera</italic> (<xref ref-type="bibr" rid="B108">Hickey et&#xa0;al., 2019</xref>), despite climate change. Early breeding efforts done in the Southern United States using American grape species, led to the production of many modern cultivars such as the muscadine and bunch grapes, that can still be found today (<xref ref-type="bibr" rid="B219">Stafne et&#xa0;al., 2015</xref>), and more recently to the modern rootstocks being used worldwide (<xref ref-type="bibr" rid="B178">Ollat et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B206">Santos et&#xa0;al., 2020</xref>). However, many bunch grape hybrids derived from <italic>V. vinifera</italic>, and other non-resistant species are susceptible to Pierce&#x2019;s disease (PD). Thus, the breeding focus has mainly been on producing resistant cultivars, such as those released by the University of California-Davis (<ext-link ext-link-type="uri" xlink:href="https://ucdavis.app.box.com/s/dte06een1orc7uzfucccwdaqwepqp90y">https://ucdavis.app.box.com/s/dte06een1orc7uzfucccwdaqwepqp90y</ext-link>).</p>
<p>Climate change is expected to severely affect the major viticultural regions of the world by reducing the areas where most grapevine cultivars can be cultivated economically, due to an increase in abiotic stress pressure (<xref ref-type="bibr" rid="B70">Diffenbaugh et&#xa0;al., 2011</xref>), and in the incidence of pests and diseases (<xref ref-type="bibr" rid="B99">Gullino et&#xa0;al., 2018</xref>). The long domestication and breeding history of <italic>V. vinifera</italic> in particular, for wine and fresh and dried fruit consumption has led to desirable traits such as berry color, sugar content, and berry size (<xref ref-type="bibr" rid="B7">Aradhya et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B173">Myles et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B279">Zhou et&#xa0;al., 2017</xref>). Traditional breeding attempts to cross wild non-<italic>vinifera</italic> species with <italic>V. vinifera</italic> has generated some resistant/tolerant genotypes (<xref ref-type="bibr" rid="B168">Morales-Cruz et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B202">Ruiz-Garc&#xed;a et&#xa0;al., 2021</xref>), although these genotypes can be compromised by negatively perceived flavors, prominently in wine production (<xref ref-type="bibr" rid="B153">Liu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B262">Yang et&#xa0;al., 2016</xref>). While this is only true in F1 crosses between vinifera and wild species, due to the protracted nature of traditional grapevine breeding programs, the future success of the wine industry will require the utilization of new breeding technologies for the development of novel varieties better suited to the climatic conditions predicted under the scenario of climate change (<xref ref-type="bibr" rid="B233">T&#xf6;pfer and Trapp, 2022</xref>).</p>
<p>Plants have acquired many adaptation strategies, activated and controlled by changes in gene expression and nuclear organization (<xref ref-type="bibr" rid="B40">Budak et&#xa0;al., 2015</xref>) to cope with ever-changing environmental conditions. Progress in plant molecular biology has enable the identification of major stress response pathways, leading into a deeper understanding of the plant responses that constitute such strategies (<xref ref-type="bibr" rid="B110">Hirayama and Shinozaki, 2010</xref>). The availability of the complete grapevine genome sequence has allowed the identification and characterization of various stress-inducible genes, cis-regulatory elements and transcription factors (<xref ref-type="bibr" rid="B122">Jaillon et&#xa0;al., 2007</xref>). More recent studies have shown that epigenetic mechanisms, some with the potential to be inherited, play an important role in plant response to environmental stress (<xref ref-type="bibr" rid="B165">Miryeganeh, 2021</xref>). Although the current knowledge on the role of epigenetic regulation in response to the environment in the grapevine is still limited, the demonstration of the involvement of epigenetic mechanisms in model plants has led to an increased interest in their role in crop resilience to environmental stress (<xref ref-type="bibr" rid="B244">Varotto et&#xa0;al., 2020</xref>).</p>
<p>Here we summarize the current knowledge on, environmental factors that affect grape and wine qualities, transcriptomic approaches that have been utilized to study the effect of environmental factors on grapevine, and finally recent studies focusing on epigenetic mechanisms, particularly those involved in plant response to environmental changes, which have led to proposing epigenetic breeding as a new tool for the generation of climate resilient grapevines.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Factors affecting grape and wine quality</title>
<p>Fruit and wine quality are determined by the interaction between the cultivar(s) (including the interaction between rootstock and scion), the local environmental conditions (climate, topography, soil, etc.), and the viticultural and enological practices implemented to grow the grapes and produce the wine (<xref ref-type="bibr" rid="B240">Van Leeuwen et&#xa0;al., 2004</xref>). Such interaction has been traditionally termed <italic>terroir</italic> (<xref ref-type="bibr" rid="B212">Seguin, 1986</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Grapevine response to the environment. Top panel represents the different factors (climate, soil, topography, management, and planted rootstock/scion genotype) contributing to grapevine growth and development, berry composition, fruit quality and yield. Middle panel represents the stress response triggered at a molecular level leading to a change in phenotype. Panel 3 represents the adaptation strategies employed by grapevine to establish different types of memory, leading to grapevine resilience to environmental stress. Question marks in panels 3 and 4 denote the current limited knowledge about the establishment and maintenance of epigenetic memory in grapevine, and of the potential deleterious fitness cost of epigenetic priming.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fhort-02-1116866-g001.tif"/>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Climate</title>
<p>Among those factors, climate conditions determine the suitability to grow a particular variety, as the most desirable composition of grapes requires certain climatic conditions (<xref ref-type="bibr" rid="B89">Gladstones, 1992</xref>). Common climate factors that are important for grape and wine quality are temperature, radiation, and rainfall (<xref ref-type="bibr" rid="B201">Romero et&#xa0;al., 2016</xref>) (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>Temperature</title>
<p>Temperature is widely accepted to affect grapevine phenology, vegetative cycles, grape quality, and the timing of grape harvest (<xref ref-type="bibr" rid="B258">Winkler, 1974</xref>; <xref ref-type="bibr" rid="B130">Jones and Alves, 2012</xref>; <xref ref-type="bibr" rid="B58">Cook and Wolkovich, 2016</xref>). Photosynthesis is among the first physiological functions to be directly affected by temperature variations, as it is reduced before other symptoms appear when the temperature rises above an optimum limit, which differs among species (<xref ref-type="bibr" rid="B156">Luo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B260">Xiao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B213">Sharma et&#xa0;al., 2020</xref>). Most of the physiological processes decline at below 10&#xb0;C and heat acclimation mechanisms are activated at temperatures over 35&#xb0;C (<xref ref-type="bibr" rid="B26">Bernardo et&#xa0;al., 2018</xref>). At extreme high temperature, i.e., above 40&#xb0;C, the photosynthetic apparatus is disrupted (<xref ref-type="bibr" rid="B245">Venios et&#xa0;al., 2020</xref>). Elevated temperature during berry growth and maturation largely impacts size and composition (<xref ref-type="bibr" rid="B44">Carbonell-Bejerano et&#xa0;al., 2013</xref>). More specifically, higher temperatures lower the acidity and increase the sugar content of berries, resulting in unbalanced wines with higher alcohol content and deprived of freshness and aromatic complexity (<xref ref-type="bibr" rid="B161">Mart&#xed;nez-L&#xfc;scher et&#xa0;al., 2016</xref>). More sugar and less organic acids in berries, and altered secondary metabolites composition, mainly in aroma precursors, have been observed with increased temperature (<xref ref-type="bibr" rid="B239">Van Leeuwen and Destrac-Irvine, 2017</xref>). It has been reported that berry size and weight are reduced at temperatures above 30&#xb0;C (<xref ref-type="bibr" rid="B102">Hale and Buttrose, 1974</xref>), while metabolic processes and sugar accumulation may completely stop (<xref ref-type="bibr" rid="B72">Downey et&#xa0;al., 2006</xref>). In addition, despite tartaric acid being relatively stable with regards to temperature, malic acid levels are tightly dependent on maturity and temperature, as higher temperature leads to lower malic acid content (<xref ref-type="bibr" rid="B206">Santos et&#xa0;al., 2020</xref>). In general, elevated temperature is associated with increased potassium levels and decreased total acidity, and thus is associated with increased pH levels (<xref ref-type="bibr" rid="B68">De Orduna, 2010</xref>). Higher temperatures also modify the biosynthesis and accumulation of flavonoids in berries. Temperatures above 30&#xb0;C lead to lower anthocyanin synthesis (<xref ref-type="bibr" rid="B217">Spayd et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B226">Tarara et&#xa0;al., 2008</xref>), which can be completely and irreversibly inhibited at 37&#xb0;C (<xref ref-type="bibr" rid="B266">Yang et&#xa0;al., 2018</xref>). This suggests that in warm climates, grapevine berries can suffer from the inhibition of anthocyanin formation and hence reduce grape color (<xref ref-type="bibr" rid="B72">Downey et&#xa0;al., 2006</xref>). Conversely, low temperature leads to an increase in anthocyanin accumulation and total soluble solids (<xref ref-type="bibr" rid="B169">Mori et&#xa0;al., 2005</xref>). It is important to consider, however, the degree to which high temperature affects the anthocyanin to sugar ratio is believed to be cultivar dependent, due to different sensitivity of berry anthocyanin to critical ranges of temperature (<xref ref-type="bibr" rid="B82">Fernandes de Oliveira et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>Radiation</title>
<p>Solar radiation, along with temperature and thermal amplitude are highly influential for grape phenological stages (<xref ref-type="bibr" rid="B270">Zapata et&#xa0;al., 2017</xref>). In general, higher levels of radiation are likely accompanied by higher temperatures, which leads to a higher photosynthetic rate and increased metabolic activity (<xref ref-type="bibr" rid="B121">Jackson and Lombard, 1993</xref>; <xref ref-type="bibr" rid="B9">Arias et&#xa0;al., 2022</xref>). Additionally, photosynthesis can be inhibited when the radiation intensity is too high and accompanied by elevated temperatures (<xref ref-type="bibr" rid="B116">Iacono and Sommer, 1996</xref>). The natural intensity of ultraviolet (UV) radiation can alter grapevine physiology (<xref ref-type="bibr" rid="B176">N&#xfa;&#xf1;ez-Olivera et&#xa0;al., 2006</xref>), and change grape production and composition (<xref ref-type="bibr" rid="B138">Kolb et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B25">Berli et&#xa0;al., 2011</xref>). In general, Ultraviolet B (UV-B) radiation at high-altitude can reduce shoot length, leaf expansion, photosynthesis and stomatal conductance; and augmented leaf thickness, photoprotective pigments, proline accumulation and the antioxidant capacity of leaves (<xref ref-type="bibr" rid="B24">Berli et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B161">Mart&#xed;nez-L&#xfc;scher et&#xa0;al., 2016</xref>). Moreover, UV-B is associated with flavonols accumulation in berries (<xref ref-type="bibr" rid="B94">Gregan et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B160">Marfil et&#xa0;al., 2019</xref>). However, increased levels of UV-B can have a potentially damaging effect on grapevine leaves and berries (<xref ref-type="bibr" rid="B138">Kolb et&#xa0;al., 2003</xref>), e.g., total amino acid concentration and total carotenoid pigment content both reduced by exposure to ambient level UV-B (<xref ref-type="bibr" rid="B209">Schultz, 2000</xref>). Conversely, UV-C radiation induces the synthesis of stilbene, <italic>via</italic> the phenylpropanoid pathway (<xref ref-type="bibr" rid="B17">Bais et&#xa0;al., 2000</xref>). Stilbenes are important for their defensive roles in plants, pharmacological value and beneficial effects on human health (<xref ref-type="bibr" rid="B242">Vannozzi et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B135">Kiselev et&#xa0;al., 2019</xref>).</p>
</sec>
<sec id="s2_1_3">
<label>2.1.3</label>
<title>Water</title>
<p>Rainfall or water available for grape production is a crucial factor that affects grapevine characteristics. Water management can be used to manipulate vine and berry attributes (<xref ref-type="bibr" rid="B214">Smart and Coombe, 1983</xref>), as changes in water status at critical phenological stages have a direct effect on grape composition and quality attributes by influencing vegetative growth, yield, canopy microclimate, and fruit metabolism (<xref ref-type="bibr" rid="B185">Pellegrino et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B241">Van Leeuwen and Seguin, 2006</xref>; <xref ref-type="bibr" rid="B81">Ezzahouani et&#xa0;al., 2007</xref>). Vine water stress is thought to enhance fruit quality for wine production (<xref ref-type="bibr" rid="B121">Jackson and Lombard, 1993</xref>), but it can at the same time reduce berry size and therefore lower yield (<xref ref-type="bibr" rid="B203">Sal&#xf3;n et&#xa0;al., 2005</xref>). This has been exemplified by studies where water stress reduced the berry size but increased the phenolic compounds, soluble solids, and the berry anthocyanin concentration at harvest (e.g., <xref ref-type="bibr" rid="B67">Deluc et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B208">Savoi et&#xa0;al., 2017</xref>). However, significant changes in anthocyanin levels under water stress have not been observed in some of the studies, indicating that this response is common but not universal (<xref ref-type="bibr" rid="B30">Bonada et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B37">Brillante et&#xa0;al., 2018</xref>). Contrasting results have also been reported among studies on the impact of water stress on tannins (e.g., <xref ref-type="bibr" rid="B47">Castellarin et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B67">Deluc et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B46">Casassa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B208">Savoi et&#xa0;al., 2017</xref>). Similar inconsistencies have been observed for stilbene accumulation (e.g., <xref ref-type="bibr" rid="B247">Vezzulli et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B66">Deluc et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B111">Hochberg et&#xa0;al., 2015</xref>). Still, a strong relationship has been observed between improved grape quality and water stress before veraison (<xref ref-type="bibr" rid="B240">Van Leeuwen et&#xa0;al., 2004</xref>). Other studies found that in addition to reduced berry size, sugar content and total acidity were also lowered with water stress. Under mild water stress, grape aroma potential was highest in vines, while severe water stress limits such potential (<xref ref-type="bibr" rid="B69">Des Gachons et&#xa0;al., 2005</xref>). A recent meta-analysis indicated that sugars and organic acids negatively and positively correlated, respectively, with grapevine stem water potential (<xref ref-type="bibr" rid="B164">Mir&#xe1;s-Avalos and Intrigliolo, 2017</xref>). To conclude, it should be important to note that different varieties respond differently to water deficit and that season conditions affect their responses (<xref ref-type="bibr" rid="B107">Herrera et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B88">Gambetta et&#xa0;al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Cultivar</title>
<p>The cultivar has a significant impact on berry composition at maturity. A study conducted by <xref ref-type="bibr" rid="B240">Van Leeuwen et&#xa0;al. (2004)</xref>, found that fruit composition (e.g., malate, sugar, and Potassium content) is especially dependent on the cultivar. Although the same study also showed that the impact of climate and soil was greater than that of cultivars on vine development and berry composition, the impact of cultivars is still a crucial factor to consider. Ripening speed is another crucial factor contributing to fruit composition that varies among cultivars (<xref ref-type="bibr" rid="B60">Costantini et&#xa0;al., 2008</xref>). As previously observed, different cultivars also respond to different environmental factors differently. For example, different cultivars respond differently to water stress, where the impact of water stress on anthocyanin accumulation was greater in Shiraz and Cabernet Sauvignon berries (<xref ref-type="bibr" rid="B111">Hochberg et&#xa0;al., 2015</xref>), subsequently influencing the yield and the quality of the berry (<xref ref-type="bibr" rid="B63">Dal Santo et&#xa0;al., 2016</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Soil</title>
<p>Grapevines can be grown on a large variety of soils, and one type of soil might be ideal for vine growth but not ideal for winemaking. For example, vines are vigorous and highly productive in deep, and rich soils, but better wines are generally produced when the vines are cultivated on poor soils (<xref ref-type="bibr" rid="B241">Van Leeuwen and Seguin, 2006</xref>). The complex effect of soil on vine and berry composition is due to factors such as vine mineral nutrition, water uptake, rooting depth, and the temperature in the root zone. Among the minerals found within the soil, nitrogen is believed to be one of the most influential regarding vine vigor, yield, and grape maturation (<xref ref-type="bibr" rid="B241">Van Leeuwen and Seguin, 2006</xref>). Soil structure and chemistry are believed to influence grapevine composition and wine quality (<xref ref-type="bibr" rid="B157">Mackenzie and Christy, 2005</xref>). Analysis of the effects of vine water and nitrogen status, linked to soil type for grafted Cabernet Sauvignon suggested that limited nitrogen uptake is associated with decreased vine vigor, berry weight, and yield, and also with increased sugar, anthocyanin, and tannin accumulation, which consequently increased quality in red wine production (<xref ref-type="bibr" rid="B51">Chone et&#xa0;al., 2001</xref>). In addition, <xref ref-type="bibr" rid="B240">Van Leeuwen et&#xa0;al. (2004)</xref> found that berry weight is mainly influenced by the soil type, and that grape quality is higher under moderate water stress, especially on clayey soils where water stress occurs early in the season.</p>
<p>Finally, soils contain the richer and more functionally active of all the plant&#x2019;s microbiota (<xref ref-type="bibr" rid="B197">Rodriguez et&#xa0;al., 2019</xref>). It is now well stablished that soil microbial communities provide multiple benefits to plants, including better access to nutrients, enhanced growth, and improved tolerance to stress (<xref ref-type="bibr" rid="B59">Corbin et&#xa0;al., 2020</xref>). Moreover, soil microbial communities have also been linked to <italic>terroir</italic> at a local (<xref ref-type="bibr" rid="B278">Zhou et&#xa0;al., 2021</xref>) and global scale (<xref ref-type="bibr" rid="B90">Gobbi et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Topography</title>
<p>Topography variation is one of the main causes of vineyard variability, such variability can affect the yield (<xref ref-type="bibr" rid="B34">Bramley and Hamilton, 2004</xref>), vegetative development (<xref ref-type="bibr" rid="B126">Johnson et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B1">Acevedo-Opazo et&#xa0;al., 2008</xref>), and grape composition (<xref ref-type="bibr" rid="B33">Bramley, 2005</xref>). Different terrain attributes are factors causing topography variations, such as slope, elevation, and aspect/exposure (<xref ref-type="bibr" rid="B267">Yau et&#xa0;al., 2013</xref>). Those factors are then impacting soil depth, water holding capacity, air and soil temperature, radiation exposure, and others (<xref ref-type="bibr" rid="B248">Victorino et&#xa0;al., 2017</xref>). The elevation is a good example of how multiple agronomically important environmental conditions can be impacted by a single topographic factor. Vineyard elevation has been linked to vigor, as low elevation induced higher vigor vineyards due to higher temperatures (<xref ref-type="bibr" rid="B86">Fraga et&#xa0;al., 2014</xref>), while at the same time affect berry metabolomic profiles (<xref ref-type="bibr" rid="B227">Tarr et&#xa0;al., 2013</xref>) as elevation can have a profound effect on the UV levels experienced by vines (approximately 1% increase every 70&#xa0;m gain in altitude) (<xref ref-type="bibr" rid="B261">Xie et&#xa0;al., 2017</xref>).</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Management practices</title>
<p>Management practices refer to the idea of human factors at the vineyard level affecting fruit quality, as suggested by <xref ref-type="bibr" rid="B241">Van Leeuwen and Seguin (2006)</xref>. Different management practices such as canopy management (<xref ref-type="bibr" rid="B73">Dry, 2000</xref>), floor management (<xref ref-type="bibr" rid="B230">Tesic et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B97">Guerra and Steenwerth, 2012</xref>), which includes practices such as soil management (<xref ref-type="bibr" rid="B171">Muganu et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B148">Likar et&#xa0;al., 2015</xref>), and weed management (<xref ref-type="bibr" rid="B204">Sanguankeo et&#xa0;al., 2009</xref>), have been shown to affect grapevine growth, yield, and berry quality traits. For example, the use of cover crops can increase juice soluble solids, anthocyanins, and other phenolic components and decrease acidity and pH (<xref ref-type="bibr" rid="B97">Guerra and Steenwerth, 2012</xref>). In addition, mineral composition varies significantly between differently managed vineyards, e.g., increased bioaccumulation of potassium and phosphorus is associated with sustainably managed vineyards (which utilizes biodynamic or organic farming practices to minimize environmental impacts and ensure economic viability), while increased zinc bioaccumulation is associated with conventional vineyards (<xref ref-type="bibr" rid="B148">Likar et&#xa0;al., 2015</xref>). This is significant since the soil concentrations of potassium, iron, and copper, organic matter content, and vesicular colonization, strongly affect the mineral composition of the grapes. Moreover, differences in soil management have also been associated with vine growth, bud break time, and total soluble solids and anthocyanin contents (<xref ref-type="bibr" rid="B171">Muganu et&#xa0;al., 2013</xref>). The goal of canopy management practices is to optimize sunlight interception, photosynthetic capacity, and fruit microclimate. The combination of these factors has been shown to affect the berry composition of red and white grape cultivars, where the combination of leaf removal and either shoot thinning or cluster thinning resulted in higher total soluble solids and anthocyanin content, and lower malic acid and potassium content (<xref ref-type="bibr" rid="B207">Satisha et&#xa0;al., 2013</xref>).</p>
<p>To conclude, the concept of <italic>terroirs</italic> is dynamic, and will most likely be affected by climate change (<xref ref-type="bibr" rid="B36">Brillante et&#xa0;al., 2020</xref>), similar to other agronomical important crops. Environmental variability can be managed by deeper understandings of the vine/environment interactions, and through the application of innovative agriculture techniques designed to make grapevines more resilient to environmental challenges (<xref ref-type="bibr" rid="B36">Brillante et&#xa0;al., 2020</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Effects of climate change related stress on grape quality, yield, and wine production</title>
<p>Stress can be classified into biotic and abiotic. Biotic stresses are caused by biological agents such as fungi, bacteria, viruses, and insects, whereas abiotic stresses are caused by physical environmental factors. Common abiotic factors unfavorable for plant growth and crop yield include drought, saline soils and irrigation, heat, and cold. Worldwide, extensive agricultural losses result from heat stress, often in combination with drought (<xref ref-type="bibr" rid="B250">Vogel et&#xa0;al., 2019</xref>). It is expected that the effects of combined drought and heat stress will become more severe as the climate continues to warm (<xref ref-type="bibr" rid="B276">Zhao et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B192">Raza et&#xa0;al., 2019</xref>), as it is predicted that an increase in global temperature of 1.5&#xb0;C will cause more extremely hot days on land, and an increase in the intensity and frequency of drought and precipitation deficits (<xref ref-type="bibr" rid="B117">IPCC, 2018</xref>).</p>
<p>Agriculture is highly dependent on climatic conditions. Climate determines the ability to successfully grow a particular variety and can greatly affect the value of the fruit produced (<xref ref-type="bibr" rid="B131">Jones and Davis, 2000</xref>; <xref ref-type="bibr" rid="B129">Jones, 2006</xref>; <xref ref-type="bibr" rid="B16">Bai et&#xa0;al., 2022</xref>). Grape production is vulnerable to environmental stress as the environmental conditions occurring during one growing season contribute to the quality and yield of the next vintage (<xref ref-type="bibr" rid="B172">Mullins et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B78">Edwards and Clingeleffer, 2013</xref>; <xref ref-type="bibr" rid="B162">Mart&#xed;nez-L&#xfc;scher and Kurtural, 2021</xref>). Viticulture is commonly practiced in regions with a Mediterranean climate (Cs climate according to the updated Koppen-Geiger climate classification (<xref ref-type="bibr" rid="B184">Peel et&#xa0;al., 2007</xref>)), where the growing season is characterized by low rainfall, the majority occurring in winter, and by high air temperature and evaporative demand (<xref ref-type="bibr" rid="B87">Fraga et&#xa0;al., 2012</xref>). In addition to the coastal regions of the Mediterranean Sea, this includes, the West coast of the Iberia Peninsula, the Pacific coast of Chile and the United States, Cape Town region in South Africa, and portions of the West and South Coast of Australia (<xref ref-type="bibr" rid="B184">Peel et&#xa0;al., 2007</xref>). Recent studies have shown that temperature rise is highly correlated with an earlier onset of many growth stages in the grapevine (<xref ref-type="bibr" rid="B3">Alikadic et&#xa0;al., 2019</xref>). It has been proposed that an increase in ambient temperatures will constitute the primary cause of water shortages for viticulture due to increased evaporative demand (<xref ref-type="bibr" rid="B210">Schultz, 2010</xref>), and may eliminate production in many areas (<xref ref-type="bibr" rid="B256">White et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B70">Diffenbaugh et&#xa0;al., 2011</xref>). On the other hand, temperature rise is not without benefits, <xref ref-type="bibr" rid="B15">Bunting et&#xa0;al. (2021)</xref> showed that changes in climate in Michigan (MI), United States has helped the state to overcome the challenge for grape cultivation due to low growing season temperature, short growing seasons, and excessive precipitation. Similarly, <xref ref-type="bibr" rid="B42">Cabr&#xe9; et&#xa0;al. (2016)</xref> suggested that Argentina has a great potential for expansion into new suitable vineyards due to climate change. Climate change is also expected to affect plant-pathogen interactions causing severe damage to grapevine and leading to extensive yield and quality losses (<xref ref-type="bibr" rid="B269">Yu et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B99">Gullino et&#xa0;al., 2018</xref>). The maintenance of stable and high-quality supplies of grapes and derived products will demand the implementation of measures such as relocation of vineyards to northern zones or higher altitude areas with lower average temperature (<xref ref-type="bibr" rid="B256">White et&#xa0;al., 2006</xref>) or the development of novel and faster breeding programs.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Transcriptomic approaches to understand the response of grapevine to abiotic stress</title>
<p>Studying the regulation of gene expression can provide a deeper understanding of the molecular regulation of the physiological and metabolic mechanisms used by grapevine to respond to various stresses such as elevated temperatures (heat) or drought. Earlier efforts included the use of Expressed Sequence Tags (ESTs), which resulted in the development of a microarray containing a set of 3,200 Unigenes from <italic>V. vinifera</italic> to study grape development (<xref ref-type="bibr" rid="B228">Terrier et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B229">Terrier et&#xa0;al., 2005</xref>). The number of unigenes present on the microarray rapidly increased with newer technologies such as the Operon (<xref ref-type="bibr" rid="B43">Camps et&#xa0;al., 2010</xref>) or Affymetrix (<xref ref-type="bibr" rid="B67">Deluc et&#xa0;al., 2009</xref>) grape arrays. The complete sequence of the grapevine genome became available after the sequencing and assembly of the PN40024 line (<xref ref-type="bibr" rid="B122">Jaillon et&#xa0;al., 2007</xref>). With that being available, NimbleGen microarrays were utilized to study grape transcriptome (<xref ref-type="bibr" rid="B182">Pastore et&#xa0;al., 2017</xref>). With the advance of technology, full coverage of the grapevine transcriptome was made possible by next-generation sequencing, named RNA-sequencing (<xref ref-type="bibr" rid="B272">Zenoni et&#xa0;al., 2010</xref>). Since then, both genome wide-microarrays and RNA-sequencing have been widely used to characterize the response of grapevine to various stress. Some examples include heat (i.e., <xref ref-type="bibr" rid="B195">Rienth et&#xa0;al., 2016</xref>), drought (i.e., <xref ref-type="bibr" rid="B23">Berdeja et&#xa0;al., 2015</xref>), and UV-B stress (<xref ref-type="bibr" rid="B77">Du Plessis et&#xa0;al., 2017</xref>). The high-throughput sequencing technology has been proven useful in revealing potential key stress response genes, which could be highly beneficial for breeding new grape cultivars that can better adapt to the changing environment. Examples of the key genes that have been characterized as playing a role in grapevine stress response, include <italic>leafy cotyledon1-like</italic> (<italic>LEC1</italic>) and <italic>somatic embryogenesis receptor kinase</italic> (<italic>SERK</italic>) (<italic>VvL1L</italic> and <italic>VvSERK</italic>, respectively in grapevine), which are key regulators of grapevine development and stress response (<xref ref-type="bibr" rid="B159">Maillot et&#xa0;al., 2009</xref>). <italic>Abscisic acid-insensitive 3</italic> (<italic>ABI3</italic>), a gene that is involved in abscisic acid (ABA) signaling and drought response (<xref ref-type="bibr" rid="B166">Mittal et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B191">Rattanakon et&#xa0;al., 2016</xref>). Various calcium-dependent protein kinases (CDPKs), such as <italic>VaCPK20</italic> and <italic>VaCPK29</italic> identified from <italic>V. amurensis</italic> have been shown to involved in drought and cold tolerance, and to heat and osmotic stresses respectively, when being overexpressed in transgenic grape cell cultures and in <italic>Arabidopsis thaliana</italic> (<xref ref-type="bibr" rid="B75">Dubrovina et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B76">Dubrovina et&#xa0;al., 2017</xref>). Several dehydration responsive protein associated genes and transcription factors regulated by ABA, including <italic>dehydration responsive element-binding protein1a</italic> (<italic>DREB1A</italic>), have been identified as regulators of stress-responsive genes against drought tolerance (<xref ref-type="bibr" rid="B45">Cardone et&#xa0;al., 2019</xref>), while apoptosis related-proteins genes were shown to be involved in the regulation of programmed cell death and defense against biotic stress (<xref ref-type="bibr" rid="B193">Repka, 2006</xref>). The exact role and mechanism of action of these genes can vary depending on the type of stress and the grapevine genotypes being studied and that they are often a part of a much more complex stress signaling pathways. Additionally, <xref ref-type="bibr" rid="B273">Zha et&#xa0;al. (2020)</xref> used transcriptomic analysis to study grapevine response to heat stress and identified two important genes central to grapevine&#x2019;s response to heat stress, <italic>heat shock factor a2 and a7</italic> (<italic>VvHSFA2</italic> and <italic>VvHSFA7</italic>, respectively). <xref ref-type="bibr" rid="B53">Cochetel et&#xa0;al. (2020)</xref> showed that more drought tolerant wild genotypes are more responsive transcriptionally in terms of ABA signaling and biosynthesis than less drought tolerant ones. The authors also identified core genes to drought stress as well as gene clusters and sub-networks that are associated with drought tolerance in grapevine.</p>
<p>The experimental designs for transcriptomic analyses are not without limitations. <xref ref-type="bibr" rid="B194">Rienth et&#xa0;al. (2014)</xref> showed that the transcriptome of grapevine plants under heat stress can vary drastically depending on the time of the day the stress is being applied. The results from this study suggested that future grapevine transcriptomic analyses should rely standardized experimental designs. Additionally, the quantitation of the applied stress factor and the physiological impact on the plant should be measured carefully (<xref ref-type="bibr" rid="B23">Berdeja et&#xa0;al., 2015</xref>). Moreover, a large body of research has suggested the need to go beyond classical differentially expressed gene (DEG) analysis, more detailed tools and analyses such as weighted gene co-expression network (WGCNA) and cluster analysis. Those will provide more in-depth knowledge on stress response by revealing co-regulated gene modules and potential master switch/hub genes that might be key for abiotic stress responses in plants (<xref ref-type="bibr" rid="B180">Palumbo et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B113">Hopper et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B52">Cochetel et&#xa0;al., 2017</xref>). Moreover, although stress conditions in the natural environment often occur in combination (e.g., heat and drought stress tend to occur simultaneously in grapevine cultivating regions), a majority of grapevine transcriptomic studies deal with only one abiotic stress factor, where such a factor is often applied in controlled or semi-controlled conditions. Therefore, it has been suggested that transcriptomic studies should integrate stress combinations in their experimental design (<xref ref-type="bibr" rid="B91">Gom&#xe8;s et&#xa0;al., 2021</xref>). We integrated these recommendations in our most recent global transcriptomic and gene co-expression network analysis to reveal core genes central to grapevine response to combined heat and drought stress (<xref ref-type="bibr" rid="B225">Tan et&#xa0;al., 2023</xref>). Interestingly, this work also identified that epigenetic chromatin modifications may play an important role in grapevine responses to combined drought and heat stress through the establishment of an epigenetic memory of stress.</p>
</sec>
<sec id="s5">
<label>5</label>
<title>Epigenetic mechanisms in the context of plant adaptation to stress</title>
<p>Plants have developed various mechanisms to adapt to daily environmental conditions, and the regulation of gene expression through both transcriptional and post-transcriptional regulation is particularly important to their survival. Among those strategies are a suit of molecular mechanisms studied under the umbrella term of epigenetics. <xref ref-type="bibr" rid="B253">Waddington (1942)</xref> first proposed the term <italic>epigenetics</italic>, referring to the study of the interactions between genes and the environment. The current definition of the term refers to potentially heritable changes in gene function without changes to their underlying DNA sequence (<xref ref-type="bibr" rid="B259">Wu and Morris, 2001</xref>) that are usually mediated by three main types of changes: DNA methylation, histone post-translational modifications (PTMs), and the expression of certain small RNAs (sRNAs) (<xref ref-type="bibr" rid="B2">Agarwal et&#xa0;al., 2020</xref>).</p>
<sec id="s5_1">
<label>5.1</label>
<title>DNA methylation</title>
<p>DNA methylation generally refers to the addition of a methyl group to carbon 5 of cytosine bases, thus forming 5-methylcytosine or 5mC. Although other forms of DNA methylation have been detected in plants, including N<sup>6</sup>-methyladenine (6mA), and 5-hydroxymethylcytosine (5hmC) (<xref ref-type="bibr" rid="B140">Kumar and Mohapatra, 2021</xref>), this section will focus on 5mC. The establishment and maintenance of plant cytosine methylation depends on the cytosine sequence context (i.e., CG, CHG, or CHH, <italic>H</italic> = a nucleotide other than G), and is catalyzed by DNA methyltransferases. CG and CHG methylation is regulated by METHYLTRANSFERASE 1 (MET1) and CHROMOMETHYLASE 3 (CMT3), respectively (<xref ref-type="bibr" rid="B274">Zhang et&#xa0;al., 2018a</xref>), while CHH methylation is maintained by either DOMAINS REARRANGED METHYLASE 2 (DRM2) or CHROMOMETHYLASE 2 (CMT2) (<xref ref-type="bibr" rid="B271">Zemach et&#xa0;al., 2013</xref>) depending on the genomic region. In general, cytosine methylation impacts genome stability and influences chromatin structure, thus also controlling the accessibility of genetic information (<xref ref-type="bibr" rid="B125">Jin et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B31">Bouyer et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B274">Zhang et&#xa0;al., 2018a</xref>). The effect of cytosine-methylation on gene expression is proposed to be determined by its genic context, i.e., cytosine methylation occurring within the promoter usually act to repress transcription, although in some cases it promotes gene transcription (<xref ref-type="bibr" rid="B274">Zhang et&#xa0;al., 2018a</xref>). On the other hand, gene-body methylation and transcription has been observed to be positively associated at some level (<xref ref-type="bibr" rid="B263">Yang et&#xa0;al., 2014</xref>), however, its function remains at large (<xref ref-type="bibr" rid="B27">Bewick and Schmitz, 2017</xref>).</p>
<p>Studies have examined the potential roles of cytosine methylation in plant response to biotic and abiotic stress factors, including but not limited to heat, cold, drought, salinity, and pathogen infections (e.g., <xref ref-type="bibr" rid="B80">Eichten and Springer, 2015</xref>; <xref ref-type="bibr" rid="B151">Liu et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B139">Konate et&#xa0;al., 2018</xref>). Many early studies have shown that stress not only induces genome-wide cytosine methylation and/or demethylation patterns but also loci specific changes, and that these changes in cytosine methylation may be associated with the transcriptional regulation of genes involved in plant stress response (<xref ref-type="bibr" rid="B134">Khan et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B268">Yong-Villalobos et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B275">Zhang et&#xa0;al., 2018b</xref>).</p>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Histone post-translational modifications</title>
<p>Histone PTMs, such as phosphorylation, lysine acetylation, arginine and lysine methylation, ubiquitylation, proline isomerization, ADP ribosylation, arginine citrullination, SUMOylation, carbonylation, and, with some controversy, biotinylation, are essential elements of the chromatin signaling pathway (<xref ref-type="bibr" rid="B211">Seet et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B10">Arnaudo and Garcia, 2013</xref>). Among those, histone acetylation/deacetylation and histone methylation/demethylation are well characterized. Their effect depends on the type of modification and on the histone residues being modified, for example, di-methylation and tri-methylation on lysines 9 and 27 of Histone 3 (H3K9 and H3K27 respectively) result in gene expression repression, compared to the gene transcription activating mono-methylated forms, while acetylation of those residues is associated with transcription activation. Moreover, the repressive transcriptional state of transposable elements and repetitive sequence-enriched heterochromatic regions are maintained by H3K9 monomethylation and dimethylation (H3K9me1 and H3K9me2, respectively) in plants. Heterochromatin regions are also associated with H3K27me1, while the repression found in euchromatin regions is associated with H3K27 trimethylation (H3K27me3) (<xref ref-type="bibr" rid="B152">Liu et&#xa0;al., 2010</xref>). The involvement of histone modification in regulating plant responses to stresses by mediating gene expression has been extensively studied. Some examples include the involvement of histone acetyltransferase (HATs), deacetylases (HDACs), and demethylases (HDMs), which play important roles in response to various stress in a variety of plants (e.g., <xref ref-type="bibr" rid="B238">Ueda and Seki, 2020</xref>).</p>
</sec>
<sec id="s5_3">
<label>5.3</label>
<title>Non-coding RNA-mediated gene regulation</title>
<p>The third main epigenetic mechanism involves two species of RNA molecules, i.e., small-interfering RNAs (siRNAs) and microRNAs (miRNAs), which have been shown to regulate gene expression at transcriptional and post-transcriptional levels (<xref ref-type="bibr" rid="B255">Wei et&#xa0;al., 2017</xref>). In general, miRNAs are processed from single-stranded RNA (ssRNA) stem-loop precursors by DICER-LIKE 1 (DCL1) ribonucleases (<xref ref-type="bibr" rid="B13">Axtell, 2013</xref>) and when loaded into Argonaute (AGO) proteins to form the RNA-induced silencing complex (RISC), they regulate gene expression post-transcriptionally, by directing mRNA degradation and translational repression (<xref ref-type="bibr" rid="B200">Rogers and Chen, 2013</xref>). While siRNAs are processed from double-stranded RNA (dsRNA) precursors and can be further classified into multiple subclasses depending on their size (i.e., 21, 22, or 24 nucleotides (nt) long). The 21-nt and 22-nt siRNAs are associated with mRNA cleavage, while 24-nt siRNAs regulate DNA methylation, with those participating in the RNA-directed DNA methylation (RdDM) pathway being the most abundant (<xref ref-type="bibr" rid="B163">Matzke and Mosher, 2014</xref>). Based on the number of nucleotides, those siRNAs either participate in canonical RdDM pathway (24-nt siRNAs) that target transposable elements (TEs) and other repeats to induce DNA methylation and reinforce their transcriptional silencing (<xref ref-type="bibr" rid="B163">Matzke and Mosher, 2014</xref>; <xref ref-type="bibr" rid="B74">Du et&#xa0;al., 2015</xref>) or participate in noncanonical RdDM pathway (a small fraction of 21-22nt siRNAs) to establish the silencing of novel TEs at new target loci, both transcriptionally and post-transcriptionally (<xref ref-type="bibr" rid="B177">Nuthikattu et&#xa0;al., 2013</xref>). The functional outcome of a specific 21-22nt siRNA depends on the associating AGO protein, the association with AGO4, AGO6, and AGO9 will result in a noncanonical RdDM pathway and DNA methylation, while the association with other AGOs will result in post-transcription gene silencing (PTGS) through the cleavage of mRNAs (<xref ref-type="bibr" rid="B163">Matzke and Mosher, 2014</xref>; <xref ref-type="bibr" rid="B62">Cuerda-Gil and Slotkin, 2016</xref>).</p>
<p>The involvement of miRNA and siRNA in plant stress response by regulating gene expression has been studied extensively. A large number of miRNAs and putative siRNAs such as miRNA156 have been shown to play important roles in stress response in plants (e.g., <xref ref-type="bibr" rid="B223">Sunkar and Zhu, 2004</xref>; <xref ref-type="bibr" rid="B118">Ito et&#xa0;al., 2011</xref>).</p>
<p>In conclusion, these epigenetic mechanisms are thought to be acting together to coordinate gene activity at the transcriptional level and regulate different cellular processes and responses to environmental stimuli (<xref ref-type="bibr" rid="B19">Bartels et&#xa0;al., 2018</xref>) despite having their own regulatory mechanisms.</p>
</sec>
</sec>
<sec id="s6">
<label>6</label>
<title>Epigenetics in grapevine</title>
<p>
<xref ref-type="bibr" rid="B84">Fortes and Gallusci (2017)</xref> proposed grapevine as a model to study epigenomics in perennial woody plants of agricultural importance due to its characteristics, including a genome and methylome more alike to other crops than those of the most widely used model plant, <italic>Arabidopsis thaliana</italic> (<xref ref-type="bibr" rid="B144">Lee and Kim, 2014</xref>), in addition to a set of important agronomic characteristics which have been previously associated with epigenetic mechanisms: (1) grapevine is considered one of the models for non-climacteric fruit development (<xref ref-type="bibr" rid="B85">Fortes et&#xa0;al., 2015</xref>); (2) the usage of grafting and vegetative propagation (<xref ref-type="bibr" rid="B146">Lewsey et&#xa0;al., 2016</xref>); (3) vine age and vineyard location (<xref ref-type="bibr" rid="B95">Grigg, 2017</xref>; <xref ref-type="bibr" rid="B261">Xie et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B96">Grigg et&#xa0;al., 2018</xref>) have been traditionally associated with fruit production and quality; and (4) grapevine flower development has been shown to be programmed and affected by the environmental conditions one year in advance (<xref ref-type="bibr" rid="B98">Guilpart et&#xa0;al., 2014</xref>).</p>
<p>Although multiple studies have shown that the main driver of DNA methylation variability in grapevine is the genotype (<xref ref-type="bibr" rid="B64">Dal Santo et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B243">Varela et&#xa0;al., 2021</xref>), recent studies have suggested that the growing environment can have a significant effect on the methylome, and that such environmentally induced epigenetic changes could be the molecular basis of <italic>terroir</italic> in grapevine. In <xref ref-type="bibr" rid="B261">Xie et&#xa0;al., 2017</xref> showed that the main contributor to differences in DNA between 22&#xa0;V<italic>. vinifera</italic> cv. Shiraz vineyards in six sub-regions of South Australia was geographic distance (with 9% of the identified differentially methylated genes being associated with response to environmental stimulus), followed by vineyard management and altitude. A later study comparing DNA methylation patterns in two <italic>V. vinifera</italic> cultivars (i.e., Merlot and Pinot Noir) grown in contrasting climatic regions showed that a significant amount of DNA methylation variability (roughly 80% and 71% of Merlot and Pinot Noir, respectively) was associated to geographical location (<xref ref-type="bibr" rid="B18">Bar&#xe1;nkov&#xe1; et&#xa0;al., 2021</xref>).</p>
<p>The regulation of the biosynthesis of metabolites and the accumulation of phenolic compounds in grapevine is also found to be associated with epigenetic mechanisms. In <italic>V. amurensis</italic> cell cultures treated with 5-Azacytidine, a demethylating agent, the methylation level of a stilbene synthase gene was significantly reduced, while the gene expression of the same gene and the synthesis of resveratrol was significantly increased, which led to high level of resveratrol compared to the control cell culture, suggesting that the DNA methylation may be involved in the control of resveratrol biosynthesis during <italic>in vitro</italic> culture (<xref ref-type="bibr" rid="B136">Kiselev et&#xa0;al., 2013</xref>). Although these results might not be directly comparable to what happens <italic>in vivo</italic>, DNA methylation has also been reported to have a role in the production of anthocyanins, a pathway that competes with the biosynthesis of resveratrol (<xref ref-type="bibr" rid="B105">He et&#xa0;al., 2010</xref>), during berry maturation (<xref ref-type="bibr" rid="B124">Jia et&#xa0;al., 2020</xref>). In addition, UV-B was associated with flavonol accumulation in <italic>V. vinifera</italic> cv. Malbec berries and hydroxycinnamic acids in early fruit shoots, and those changes can be DNA methylation-dependent (<xref ref-type="bibr" rid="B160">Marfil et&#xa0;al., 2019</xref>). Interestingly, in a study that analyzed ten different grape varieties, a negative correlation between gene body methylation and gene expression variation between grapevine varieties was observed. The authors proposed that a higher number of transposable elements (TEs) within the grapevine genes may be responsible for this negative association between gene body methylation and expression (<xref ref-type="bibr" rid="B158">Magris et&#xa0;al., 2019</xref>). <xref ref-type="bibr" rid="B187">Pereira et&#xa0;al. (2022)</xref> were able to characterize nine grapevine DNA methyltransferase genes and suggested that changes in grapevine genome methylation are associated with the establishment of compatible and incompatible interactions with <italic>Plasmopara viticola</italic>. A following study by <xref ref-type="bibr" rid="B14">Azevedo et&#xa0;al. (2022)</xref> observed that DNA methylation is affected by <italic>P. viticola</italic> inoculation and that differences in the DNA methylation levels are related to the different susceptibility to <italic>P. viticola</italic>. These studies provided useful insights into the role of epigenetic mechanisms in grapevine defense against downy mildew and their potential implications for future breeding programs such as improving tolerance to powdery mildew in grapevine and reducing the massive current and recurring use of chemicals. Additionally, the use of DNA methyltransferases blockers (including but not limited to 5-azacytidine, 5-aza-2&#x2019;-deoxycytidine, 1-beta-D-arabinofuranosyl-5-azacytosine and dihydro-5-azacytidine) has been proposed as an approach to generate epigenetic variation for crop improvement (<xref ref-type="bibr" rid="B6">Amoah et&#xa0;al., 2012</xref>), as recently implemented in the development of drought-tolerant sugarcane epimutants (<xref ref-type="bibr" rid="B137">Koetle et&#xa0;al., 2022</xref>).</p>
<sec id="s6_1">
<label>6.1</label>
<title>Stress memory, priming, and epi-breeding</title>
<p>Similar to other crop breeding, classical grapevine breeding relies on the transfer of desirable traits by crossing and recurrent selection of genetic variants. Epigenetic mechanisms, on the other hand, play an essential role in the interactions between genes and the environment (<xref ref-type="bibr" rid="B35">Br&#xe4;utigam et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B20">Baulcombe and Dean, 2014</xref>). As the study of epigenetics has advanced, it has provided novel directions to drive plant-breeding strategies by exploiting epigenetic variation and/or manipulating the epigenome to improve adaptation to various environmental stresses and ensure yield and quality (<xref ref-type="bibr" rid="B198">Rodr&#xed;guez L&#xf3;pez and Wilkinson, 2015</xref>; <xref ref-type="bibr" rid="B231">Tirnaz and Batley, 2019</xref>; <xref ref-type="bibr" rid="B183">Pecinka et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B100">Gupta and Salgotra, 2022</xref>) (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). Indeed, studies have revealed the relevance of epigenetic regulation of stress response in many model and crop species such as <italic>A. thaliana</italic> (e.g., <xref ref-type="bibr" rid="B234">Tricker et&#xa0;al., 2012</xref>), barley (e.g., <xref ref-type="bibr" rid="B139">Konate et&#xa0;al., 2018</xref>), maize (e.g., <xref ref-type="bibr" rid="B221">Steward et&#xa0;al., 2002</xref>), rice (e.g., <xref ref-type="bibr" rid="B277">Zheng et&#xa0;al., 2017</xref>), soybean (e.g., <xref ref-type="bibr" rid="B215">Song et&#xa0;al., 2012</xref>), tomato (e.g., <xref ref-type="bibr" rid="B92">Gonz&#xe1;lez et&#xa0;al., 2013</xref>), and wheat (e.g., <xref ref-type="bibr" rid="B254">Wang et&#xa0;al., 2016</xref>). Some additional examples include: <xref ref-type="bibr" rid="B143">L&#xe4;mke et&#xa0;al. (2016)</xref> have described the methylation of histone H3 lysine 4 (H3K4) is involved in the heat stress-induced genes. Moreover, <xref ref-type="bibr" rid="B224">Surdonja et&#xa0;al. (2017)</xref> showed that DNA methylation and target gene repression by small non-coding RNAs were involved in the drought stress response in barley. Similarly, the presence of possible epi-marks that are drought inducible and inheritable across generation were observed in rice and that multigenerational drought exposure improved the adaptability of rice plants to drought conditions (<xref ref-type="bibr" rid="B277">Zheng et&#xa0;al., 2017</xref>). Taken collectively, these showed that epigenetic modifications play important roles in stress response and the long-term adaptation to changing environmental conditions (<xref ref-type="bibr" rid="B277">Zheng et&#xa0;al., 2017</xref>). Moreover, the study on natural and artificial epigenetic diversity could contribute to and improve current breeding programs, <italic>via</italic> multiple strategies. Including the identification of epigenetic biomarkers capable of predicting plant performance in a given environment (<xref ref-type="bibr" rid="B132">Kakoulidou et&#xa0;al., 2021</xref>); and the selection of epigenetic variability in genomic regions that modulate gene expression of traits of interest, after the validation of the temporal stability and functional association between a given epiallele and a given trait. The origin of such variability can be genotype dependent (<xref ref-type="bibr" rid="B198">Rodr&#xed;guez L&#xf3;pez and Wilkinson, 2015</xref>), or exogenously generated through the application of chemicals capable of randomly altering the epigenetic profile of the target genome (<xref ref-type="bibr" rid="B6">Amoah et&#xa0;al., 2012</xref>) and <italic>via</italic> targeted gene editing approaches (<xref ref-type="bibr" rid="B251">Vojta et&#xa0;al., 2016</xref>). Moreover, the plastic and potentially heritable dual nature of environmentally induced epigenetic variability can generate epigenetically controlled adaptive traits to accelerate crop breeding (<xref ref-type="bibr" rid="B198">Rodr&#xed;guez L&#xf3;pez and Wilkinson, 2015</xref>) (<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>Epigenetic priming for the production of environmentally resilient grapevine cultivars. The top box shows two approaches for the production of environmentally resilient grapevine varieties <italic>via</italic> the selection of epigenetic variants of agronomic interest (adapted from <xref ref-type="bibr" rid="B198">Rodr&#xed;guez L&#xf3;pez and Wilkinson, 2015</xref>). The bottom box shows the proposed method to enhance stress tolerance through epigenetic priming maintenance in perennial crops (modified from <xref ref-type="bibr" rid="B197">Rodriguez Lopez et&#xa0;al., 2019</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fhort-02-1116866-g002.tif"/>
</fig>
<p>Stress and environmental stimuli can induce epigenetic variation in the genome, leading to phenotypic plasticity, where different phenotypes can arise from the same genome due to alterations in the epigenetic marks (<xref ref-type="bibr" rid="B11">Asensi-Fabado et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B84">Fortes and Gallusci, 2017</xref>). The acclimation and response process are thought to be related to the development of stress memory in plants (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Stress memory is often associated with a phenomenon called stress priming, which is trigged by extreme conditions that inhibit normal growth and development. Priming has occurred when a plant shows a modified response to stress, after an initial exposure to stimulus, in comparison to a plant in the na&#xef;ve (unprimed) state (<xref ref-type="bibr" rid="B8">Aranega-Bou et&#xa0;al., 2014</xref>). Priming is evidenced by positive effects like stronger or faster response to stress (<xref ref-type="bibr" rid="B38">Bruce et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B56">Conrath, 2009</xref>; <xref ref-type="bibr" rid="B61">Crisp et&#xa0;al., 2016</xref>). Studies have shown that plants have a memory of the first (priming) stress and are able to retrieve the remembered information upon encounter with a later stress when there is a period of no stress between the two stress events (<xref ref-type="bibr" rid="B109">Hilker and Schm&#xfc;lling, 2019</xref>). Additionally, studies have shown that priming is effective at various stages of the plant life cycle, starting from seed (i.e., seed priming) to seedlings and subsequent adult stages (<xref ref-type="bibr" rid="B170">Mozgova et&#xa0;al., 2019</xref>). While this priming and subsequent stress memory has provided valuable information on approaches to generate more vigorous crops <italic>via</italic> various products and techniques (e.g., <xref ref-type="bibr" rid="B39">Brzezinka et&#xa0;al., 2016</xref>), the underlying molecular mechanisms that establish, regulate, and even erase such memory has been puzzling (<xref ref-type="bibr" rid="B119">Iwasaki, 2015</xref>; <xref ref-type="bibr" rid="B196">Roberts and L&#xf3;pez S&#xe1;nchez, 2019</xref>; <xref ref-type="bibr" rid="B244">Varotto et&#xa0;al., 2020</xref>).</p>
<p>Studies have, however, identified several mechanisms of storage and retrieval of this stress memory, which include epigenetic regulation, transcriptional priming, the primed conformation of proteins, or specific hormonal or metabolic signatures (<xref ref-type="bibr" rid="B106">Heil and Karban, 2010</xref>; <xref ref-type="bibr" rid="B71">Ding et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B61">Crisp et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B104">He and Li, 2018</xref>; <xref ref-type="bibr" rid="B101">Hake and Romeis, 2019</xref>). It is important to consider that specific transcriptional responses are triggered when plants are exposed to stress. After physiological recovery, the previously stressed plant enters the primed state, during which the transcription of the majority of stress-responsive genes will return to their original expression levels. The degree and time of recovery depends on the environmental cue (<xref ref-type="bibr" rid="B12">Avramova, 2015</xref>). The encounter of a second stress will trigger a different response than that shown by unprimed plants. The triggered response can be faster, stronger, more sensitive, and/or different (altered) than the first one (<xref ref-type="bibr" rid="B142">L&#xe4;mke and B&#xe4;urle, 2017</xref>).</p>
<p>Some stress-inducible genes are linked to establishing a memory of stress, and they do not necessarily revert to their non-stress transcriptional state and are therefore termed stress memory genes (<xref ref-type="bibr" rid="B49">Charng et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B48">Charng et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B71">Ding et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B143">L&#xe4;mke et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B150">Liu et&#xa0;al., 2018</xref>). Currently, memory genes are classified into two groups based on their transcriptional profile: Type I &#x2013; those which change in expression pattern persists through the recovery phase, and Type II &#x2013; those which response is modified during second exposure compared to initial stress response (reviewed in <xref ref-type="bibr" rid="B21">B&#xe4;urle (2018)</xref>, and <xref ref-type="bibr" rid="B22">B&#xe4;urle and Trindade (2020)</xref>) and it is usually stronger and faster (<xref ref-type="bibr" rid="B170">Mozgova et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B196">Roberts and L&#xf3;pez S&#xe1;nchez, 2019</xref>) (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>). Built upon this knowledge, more evidence suggests that stress memory and the modified transcriptional response are heavily epigenetic-based and involve mechanisms such as chromatin remodeling, DNA methylation, nucleosome position, histone modification, and noncoding RNA-mediated regulation (<xref ref-type="bibr" rid="B149">Liu et&#xa0;al., 2022</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Effect of somatic memory of environmental stress on plant gene transcription in the context of perennial vegetatively propagated plants. Solid and dashed lines represent the transcriptional changes of stress-responsive genes triggered by the first stress encountered by na&#xef;ve plants (priming stress), and by subsequent stress (triggering stress) encountered by primed plants. Stress-responsive genes can be classified into three categories based on their transcriptional profiles during priming and triggering stress events: (1) Non-memory genes, the stress-induced transcriptional changes are identical in na&#xef;ve and primed plants; (2) Type I memory genes, the stress-induced transcriptional changes are sustained after stress removal and through physiological recovery; (3) Type II memory genes, the magnitude of the stress-induced transcriptional changes is larger in primed than in na&#xef;ve plants (<xref ref-type="bibr" rid="B21">B&#xe4;urle, 2018</xref>). Current research in annual plants suggests that the primed state is maintained for a finite period within the same generation (somatic memory) and that it can also be inherited by the offspring of primed plants (inter-/transgenerational memory, not shown here), however, the effect of winter dormancy and vegetative propagation on the maintenance of priming has not been sufficiently studied in perennial plants.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fhort-02-1116866-g003.tif"/>
</fig>
<p>Although the mechanisms underlying the stable status of epigenetic traits are not fully understood, stress induced epigenetic traits can be stable and therefore be inherited by the next generation as part of an adaptive form of memory (Johnson and Tricker, 2010). The effect of this stress memory can be observed through the physiological, transcriptional, and biochemical modifications occurring in the plant when re-expose to the stress, resulting in the plant becoming more resilient (or sensitive) to the same stress (<xref ref-type="bibr" rid="B235">Tricker et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B65">de Freitas Guedes et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B188">Perrone and Martinelli, 2020</xref>) or a different stress (<xref ref-type="bibr" rid="B236">Tricker et&#xa0;al., 2013b</xref>). The duration of this memory varies from days to weeks or months for somatic memory (intergenerational), but it can be stable and inherited within offspring to one or more stress-free generations (transgenerational) (<xref ref-type="bibr" rid="B29">Bl&#xf6;dner et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B235">Tricker et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B142">L&#xe4;mke and B&#xe4;urle, 2017</xref>; <xref ref-type="bibr" rid="B21">B&#xe4;urle, 2018</xref>). In annual plants, the key to keeping the transcriptional state associated with the primed response across generations, is the repeating stress in the progeny (<xref ref-type="bibr" rid="B32">Boyko et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B257">Wibowo et&#xa0;al., 2016</xref>), and a stress recovery phase of the mother plants (<xref ref-type="bibr" rid="B155">L&#xf3;pez S&#xe1;nchez et&#xa0;al, 2021</xref>).</p>
<p>The potential importance of persistent stress for establishing DNA methylation-dependent stress memory through priming in plants has been highlighted and studied in annual plants, such as <italic>A. thaliana</italic> (e.g., <xref ref-type="bibr" rid="B71">Ding et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B235">Tricker et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B236">Tricker et&#xa0;al., 2013b</xref>), maize (e.g., <xref ref-type="bibr" rid="B83">Forestan et&#xa0;al., 2020</xref>), and rice (e.g., <xref ref-type="bibr" rid="B55">Cong et&#xa0;al., 2019</xref>). How this translates to perennial plant species, which can be exposed many times during their life span, has not been studied to the same level. Studies on the effect of priming and establishment of stress memory on grapevine have been limited. However, multiple studies have focused on other perennials such as poplar (reviewed in <xref ref-type="bibr" rid="B145">Le Gac et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B216">Sow et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B5">Amaral et&#xa0;al., 2020</xref>). Other recent studies have addressed the effect of stress on the epigenome of different perennial plant species, including coffee (<xref ref-type="bibr" rid="B65">de Freitas Guedes et&#xa0;al., 2018</xref>), the perennial grass species tall fescue (<xref ref-type="bibr" rid="B28">Bi et&#xa0;al., 2021</xref>), and wild strawberry (<xref ref-type="bibr" rid="B154">L&#xf3;pez et&#xa0;al., 2022</xref>). Taken collectively, these studies show that the plant epigenome is versatile and plastic in response to environmental stress, and that the resulting change could potentially prime the plants against future stress (<xref ref-type="bibr" rid="B154">L&#xf3;pez et&#xa0;al., 2022</xref>). Viticulture could benefit from a deeper understanding of how this memory of stress is established, maintained, and even reset, leading to the production of more resilient grape varieties, <italic>via</italic> epigenetic selection, priming, epimutagenesis, and targeted epigenome editing.</p>
</sec>
</sec>
<sec id="s7">
<label>7</label>
<title>Gaps in knowledge, potential challenges, and future prospects</title>
<p>As described in this review, there is growing evidence that epigenetic mechanisms play an important role in increasing crop resilience to stresses and therefore may be an important tool in the development of more resilient grapevine cultivars. However, among the plethora of epigenetic memory of stress and priming studies done in plants, only a small amount of them is perennial-focused &#x2013; even less on grapevine specifically. Contrary to the limited studies on epigenetic memory of stress and priming, there is no lack of observations of stress priming in grapevine. Some of the more recent studies that observed physiological, transcriptional, and biochemical modifications that are potentially indicative of established stress memory in grapevine include, <xref ref-type="bibr" rid="B15">Babajamali et&#xa0;al. (2022)</xref>, which showed that drought stress priming improved freezing tolerance in shoot and root tissues of both drought-tolerant and sensitive grapevine cultivars. In addition, a study performed on dry-grown Cabernet Sauvignon suggested the more drought-resilient grapevines with superior vine water status, leaf gas exchange and berry size are likely due to long-term drought stress adaptation <italic>via</italic> stress priming (<xref ref-type="bibr" rid="B179">Pagay et&#xa0;al., 2022</xref>). Spray-induced gene silencing (SIGS) that targets a putative grape glutathione S-transferase (GST) gene (VvGST40) has been shown to prime vines resulting in increased resilience to severe drought (<xref ref-type="bibr" rid="B175">Nerva et&#xa0;al., 2022</xref>). In the response to salinity stress, it has been shown that 6-Benzylaminopurine (BAP) primes salt tolerance in <italic>V. vinifera</italic>, with BAP-primed plants exhibiting higher intrinsic water use efficiency, photosystem-II efficiency, and growth (<xref ref-type="bibr" rid="B167">Montanaro et&#xa0;al., 2022</xref>). Moreover, grapevines infected with Grapevine fanleaf virus (GFLV) are more resilient to mild water stress than healthy vines, suggesting that the biotic stress can potentially induce priming in grapevine (<xref ref-type="bibr" rid="B123">Je&#x17e;-Krebelj et&#xa0;al., 2022</xref>). Many more studies including biotic stress priming (e.g., <xref ref-type="bibr" rid="B237">Trouvelot et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B246">Verhagen et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B186">Perazzolli et&#xa0;al., 2011</xref>) and abiotic stress priming (e.g., <xref ref-type="bibr" rid="B232">Tombesi et&#xa0;al., 2018</xref>) are good indicators of the familiarity of priming effects in grapevine. Even with the ever-growing research on epigenetic regulations in the grapevine, to date, a limited amount of research is available on how this memory of stress and its underlying epigenetic mechanisms are established, maintained, and even reset. The long lifespan of woody perennials could be used to address some of the prevailing concerns in studies with annual plants, such as whether the period of vegetative growth between the priming treatment and the second stress treatment is long enough to test whether the stress is phenotypically effective and whether the changes in the epigenome are induced by priming treatment (<xref ref-type="bibr" rid="B205">Sani et&#xa0;al., 2013</xref>). Therefore, providing valuable insights into how long-term somatic memory is established and if it can be maintained past winter dormancy. Similarly, the connection between vegetative propagation and epigenetic memory of stress establishment and maintenance should also be considered. The use of vegetative propagation (i.e., propagated through cutting or layering) in woody perennials could reveal novel and useful information on how permanent or transient long-term somatic memory is after vegetative propagation (<xref ref-type="bibr" rid="B188">Perrone and Martinelli, 2020</xref>). Viticulture could benefit greatly from the understanding of transient or stable modification to the epigenome of stress memory, as it may contribute to developing novel molecular approaches such as targeted, gene-specific modifications for stress adaptation through plant breeding, leading to the production of more resilient grape varieties. It should be considered, when using epigenetic and epigenomics to develop stress resilient crop, that the negative effects of stress memory on breeding in general, as the obtained stress memory could inhibit normal plant growth (<xref ref-type="bibr" rid="B50">Chinnusamy and Zhu, 2009</xref>). The prediction and assessment of the impact of stable epigenetic variation on plant phenotype and performance should be explored further, <italic>via</italic> machine learning and model training as demonstrated in several studies (<xref ref-type="bibr" rid="B54">Colicchio et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B115">Hu et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B174">N'Diaye et&#xa0;al., 2020</xref>).</p>
<p>Some challenges to the utilization of epigenomics to design environment resilient grapevine, such as the stability and heritability of the epigenetic variation, are important for the potential transmission to the progeny (<xref ref-type="bibr" rid="B79">Eichten et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B120">Iwasaki and Paszkowski, 2014</xref>; <xref ref-type="bibr" rid="B252">Vriet et&#xa0;al., 2015</xref>). Most of the stress-induced epigenetic modifications return to basal levels when the stress is removed, but some of the modifications can be inherited mitotically and meiotically in plants (<xref ref-type="bibr" rid="B222">Sudan et&#xa0;al., 2018</xref>). Such epigenetically mediated stress memory can later lead to longer-term adaptation, an indication of the possibility of using epigenetics as a tool to combat environmental stress. It is important to note, however, further study is needed for understanding various factors that might affect epiallele stability in order to avoid inducing epialleles that might be unstable during the breeding process (<xref ref-type="bibr" rid="B112">Hofmeister et&#xa0;al., 2017</xref>). Moreover, epigenetic variation can also be maladaptive and become an epigenetic trap (<xref ref-type="bibr" rid="B57">Consuegra and Rodr&#xed;guez L&#xf3;pez, 2016</xref>), not only if the changes they induce do not match the environment experienced by the offspring, but also due to the energetic cost associated to the maintenance of the acquired epigenetic state, which could negatively impact the plant growth and development, and ultimately affect crop yield (<xref ref-type="bibr" rid="B50">Chinnusamy and Zhu, 2009</xref>).</p>
<p>Another major challenge in creating epigenetic populations in crops is the uncertainty of whether epigenetic changes (i.e., alteration of DNA methylation patterns) induced by approaches developed in model species such as <italic>A. thaliana</italic> can be transferable to crops, since so few to none viable equivalent mutants have been produced in crop species (<xref ref-type="bibr" rid="B114">Hu et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B147">Li et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B133">Kawakatsu and Ecker, 2019</xref>). An alternative approach such as epimutagenesis and targeted epigenome editing can be utilized, as demonstrated in <italic>A. thaliana</italic> (<xref ref-type="bibr" rid="B128">Johnson et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B218">Springer and Schmitz, 2017</xref>). However, it will require advancement and innovation in both technical and biological disciplines to bring out the full potential of epigenomic variants and use them efficiently in the breeding of better stress-adapted crops (<xref ref-type="bibr" rid="B244">Varotto et&#xa0;al., 2020</xref>). Similarly, for the integration of epigenetics and epigenomics in crop, or more specifically, grapevine breeding, more knowledge needs to be acquired on stress induced epigenetic memory in perennials. Such acquisition of knowledge should move beyond describing the correlation between epigenetic variation and the desired trait, towards the demonstration of the functional association between acquired epialleles and enhanced tolerance to stress.</p>
<p>Despite the gap in knowledge in stress memory establishment and maintenance, the advancement in technology and the employment of multi-omics approaches have allowed epigenetic breeding (epi-breeding) to be successful in various steps of the process (<xref ref-type="bibr" rid="B189">Rajnovi&#x107; et&#xa0;al., 2020</xref>). Such as the generation of mutant lines (e.g., <xref ref-type="bibr" rid="B264">Yang et&#xa0;al., 2015</xref>), recurrent epi-selection (e.g., <xref ref-type="bibr" rid="B103">Hauben et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B93">Greaves et&#xa0;al., 2014</xref>), and epigenome editing (e.g., <xref ref-type="bibr" rid="B181">Park et&#xa0;al., 2016</xref>), as well as the usage of priming/stress memory (e.g., <xref ref-type="bibr" rid="B142">L&#xe4;mke and B&#xe4;urle, 2017</xref>). One of the successful examples is through suppressing the nuclear-encoded <italic>MutS HOMOLOGUE 1</italic> (<italic>MSH1</italic>). The success of the <italic>MSH1</italic> system has been reported in <italic>A. thaliana</italic> and tomato, where the phenotypic changes that led to improved growth vigor and yield were linked to DNA methylation, as 5-AzaC can repress those improvements, while METHYLTRANSFERASE 1 (MET1) and HISTONE DEACETYLASE 6 (HDA6) played an important role in those phenotypic changes (<xref ref-type="bibr" rid="B264">Yang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B141">Kundariya et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B265">Yang et&#xa0;al., 2020</xref>). In soybean, epigenetic selection has led to yield improvement for at least three generations (<xref ref-type="bibr" rid="B190">Raju et&#xa0;al., 2018</xref>). Moreover, after crossing the <italic>msh1</italic> mutant to the wild type, the epi-population created was shown to possess multiple yield-related traits both in the greenhouse and in the field (<xref ref-type="bibr" rid="B190">Raju et&#xa0;al., 2018</xref>). Many other examples showing the potential of epi-breeding for plant adaptation to various stress including the usage of eustressors have been reviewed by <xref ref-type="bibr" rid="B132">Kakoulidou et&#xa0;al. (2021)</xref>, and <xref ref-type="bibr" rid="B249">Villag&#xf3;mez-Aranda et&#xa0;al. (2022)</xref>. For these successful examples to serve as future grapevine improvement strategies, its inherent characteristics (long-living perennial, highly heterozygous, high inbreeding depression) must be considered.</p>
<p>If the grape industry, and by extension other perennial crop industries, want to benefit from the potential use of epi-breeding approaches to produce climate resilient varieties, future multi-omics studies should be custom designed to unravel how environmentally induced epigenetic mechanisms interact with gene expression to affect the phenotype, and to determine if environmental stress is followed by the establishment and maintenance of a memory of stress in grapevine. Such studies will lay the foundation for the development of comprehensive models integrating plant response to stress, the establishment of transcriptional and epigenetic memory of stress, and their maintenance, over time and during vegetative propagation in perennial plants.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>Both authors contributed to manuscript writing and revision, read, and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Institute of Food and Agriculture, AFRI Competitive Grant Program Accession number 1018617, and the National Institute of Food and Agriculture, United States Department of Agriculture, Hatch Program accession number 1020852.</p>
</sec>
<sec id="s10" 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>
<p>The author CMRL declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</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>
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