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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Vet. Sci.</journal-id>
<journal-title>Frontiers in Veterinary Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Vet. Sci.</abbrev-journal-title>
<issn pub-type="epub">2297-1769</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fvets.2021.770480</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Veterinary Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Genetics of Thermoregulation in Pigs: A Review</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gourdine</surname> <given-names>Jean-Luc</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1460741/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Rauw</surname> <given-names>Wendy Mercedes</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/43751/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gilbert</surname> <given-names>H&#x000E9;l&#x000E8;ne</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1205735/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Poullet</surname> <given-names>Nausicaa</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1404785/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>URZ, INRAE, Domaine Duclos Prise d&#x00027;eau</institution>, <addr-line>Petit-Bourg</addr-line>, <country>France</country></aff>
<aff id="aff2"><sup>2</sup><institution>Departamento de Mejora Gen&#x000E9;tica Animal, Instituto Nacional de Investigaci&#x000F3;n y Tecnolog&#x000ED;a Agraria y Alimentaria, INIA-CSIC</institution>, <addr-line>Madrid</addr-line>, <country>Spain</country></aff>
<aff id="aff3"><sup>3</sup><institution>GenPhySE, Universit&#x000E9; de Toulouse, INRAE, INP</institution>, <addr-line>Castanet Tolosan</addr-line>, <country>France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Angela Maree Lees, University of New England, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yachun Wang, China Agricultural University, China; John Gaughan, The University of Queensland, Australia</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Jean-Luc Gourdine <email>jean-luc.gourdine&#x00040;inrae.fr</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Livestock Genomics, a section of the journal Frontiers in Veterinary Science</p></fn></author-notes>
<pub-date pub-type="epub">
<day>13</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>770480</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>09</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2021 Gourdine, Rauw, Gilbert and Poullet.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Gourdine, Rauw, Gilbert and Poullet</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>Heat stress (HS) affects pig performance, health and welfare, resulting in a financial burden to the pig industry. Pigs have a limited number of functional sweat glands and their thermoregulatory mechanisms used to maintain body temperature, are challenged by HS to maintain body temperature. The genetic selection of genotypes tolerant to HS is a promising long-term (adaptation) option that could be combined with other measures at the production system level. This review summarizes the current knowledge on the genetics of thermoregulation in pigs. It also discusses the different phenotypes that can be used in genetic studies, as well as the variability in thermoregulation between pig breeds and the inheritance of traits related to thermoregulation. This review also considers on-going challenges to face for improving heat tolerance in pigs.</p></abstract>
<kwd-group>
<kwd>thermoregulation</kwd>
<kwd>pig</kwd>
<kwd>heat stress</kwd>
<kwd>genetics</kwd>
<kwd>selection</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="108"/>
<page-count count="14"/>
<word-count count="9117"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Non-ruminants (pigs and poultry) represent the majority of meat consumed in the world (<xref ref-type="bibr" rid="B1">1</xref>). Pork production is expected to increase, despite the need to change production practices due to finite natural resources (<xref ref-type="bibr" rid="B2">2</xref>) and the need to decrease meat consumption [particularly beef and dairy cattle products (<xref ref-type="bibr" rid="B3">3</xref>)] to reduce GHG emissions (<xref ref-type="bibr" rid="B4">4</xref>, <xref ref-type="bibr" rid="B5">5</xref>) (In Europe, the objective of the European Commission is&#x02212;55% GHG by 2030 compared to 1990). Heat stress (HS) impacts pig performance, health and welfare (<xref ref-type="bibr" rid="B6">6</xref>), resulting in a financial burden to the pig industry (<xref ref-type="bibr" rid="B7">7</xref>). For instance, in the USA, HS has been estimated to cost from $300 (<xref ref-type="bibr" rid="B8">8</xref>) to $900 (<xref ref-type="bibr" rid="B9">9</xref>) million annually, depending on the year and method of estimation. Climate change, with concomitant changes in the frequency and magnitude of ambient temperatures and precipitation, may accentuate animal health and welfare problems (<xref ref-type="bibr" rid="B6">6</xref>). Furthermore, there is growing evidence (<xref ref-type="bibr" rid="B10">10</xref>) that genetic selection has reduced pigs&#x00027; ability to cope with HS, due to an increase of metabolic heat production with the improvement in reproductive traits and lean tissue growth rate (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>) at the expense of adaptive capacities (<xref ref-type="bibr" rid="B13">13</xref>). Unlike ruminants, pigs have a limited number of functional sweat glands to facilitate heat loss by evaporation, so their thermoregulatory mechanisms are challenged by HS when trying to maintain body temperature (<xref ref-type="bibr" rid="B14">14</xref>). There is a great amount of research that proposes adaptation solutions aimed at reducing the negative effects of climate change on livestock production (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Several solutions are already available and implemented, such as altering the environmental (cooling options) or feeding management (changes in diet composition and/or distribution) (<xref ref-type="bibr" rid="B7">7</xref>). However, some of these adaptation strategies could come at a high cost, both financially and environmentally. The genetic selection of genotypes tolerant to HS is a promising long-term (adaptation) option that could be combined with other measures at the production system level (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Furthermore, in the framework of agroecology (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>), selection must be considered in relation to the food system and the value chain. This implies that we should no longer try to isolate animals from the fluctuations of the environment of production, but rather to favor their capacity to produce and to reproduce in less controlled environments, including in HS conditions (<xref ref-type="bibr" rid="B20">20</xref>). The focus of this review is to discuss our current knowledge of the genetics of thermoregulation in pigs. Deepening our understanding of the genetic variability of thermoregulation in pigs and how it can be used to select animals with better heat tolerance is essential to develop strategies to mitigate the negative effects of climate change on pig production.</p>
</sec>
<sec id="s2">
<title>The Phenome of Thermoregulation in Pigs</title>
<sec>
<title>Thermoregulation in Pigs</title>
<p>Pigs are homeothermic animals as they can keep deep body temperature relatively constant, within narrow limits, despite a wide variation of the surrounding climatic environment. Thermoregulation is the physiological process allowing the balance between heat production and heat loss mechanisms (<xref ref-type="bibr" rid="B21">21</xref>). We assume that from an animal production point of view, physiological HS can be defined as the magnitude of environmental and metabolic loads for which the animal cannot dissipate an adequate quantity of heat to maintain homeostasis with minimal performance losses (<xref ref-type="bibr" rid="B22">22</xref>). <xref ref-type="fig" rid="F1">Figure 1</xref> schematically illustrates the relationship between ambient temperature, heat production and heat loss. Illustrative values of critical and rectal temperatures are also given, based on available data from the literature in lactating sows (<xref ref-type="bibr" rid="B23">23</xref>) and in growing pigs (<xref ref-type="bibr" rid="B10">10</xref>). These critical temperatures vary greatly, depending on numerous factors such as breed, body weight and composition, diet management, group size, and temperature by humidity interactions (<xref ref-type="bibr" rid="B24">24</xref>). Pigs can lose heat by conduction, convection and radiation (sensible heat loss), and by evaporation (latent heat loss). In the thermoneutral zone (from temperatures C to D, <xref ref-type="fig" rid="F1">Figure 1</xref>), pig metabolism (and heat production) is relatively constant. When the ambient temperature increases above D, sensible heat transfer becomes ineffective due to the reduction of the temperature gradient between skin and ambient air. Pigs then rely mainly on evaporative heat loss by increasing respiratory rate to maintain a constant body temperature (<xref ref-type="bibr" rid="B25">25</xref>). The ability of the pig to dissipate heat is actually a combination of the effect of ambient temperature and humidity, that can be captured by the temperature humidity index (THI) (<xref ref-type="bibr" rid="B26">26</xref>&#x02013;<xref ref-type="bibr" rid="B28">28</xref>). Most studies (<xref ref-type="bibr" rid="B27">27</xref>&#x02013;<xref ref-type="bibr" rid="B29">29</xref>) designed to characterize the effect of heat load from the environment on livestock responses have summarized the climatic factors in a THI index. The levels of panting, metabolism, and body core temperature differ between physiological stages and animals. Animals in stages of high metabolic activities (lactation, growth) are typically more susceptible, as well as animals with a low surface/area body weight ratio. Furthermore, there are short-term responses to HS [acclimation or acclimatization (<xref ref-type="bibr" rid="B21">21</xref>)] that differ from long-term ones (adaptation). In addition HS varies in duration (short periods of HS, heat waves of few days&#x00027; duration or chronic HS) and magnitude (moderate, high, or extreme) (<xref ref-type="bibr" rid="B30">30</xref>). The improvement of thermoregulation in pigs by genetic selection assumes that there is a genetic component of traits associated with thermoregulation. Hence, if thermoregulation is heritable, animals, breeds, or lines with higher C, D, E, or F values could be selected, resulting in an increased tolerance to HS (<xref ref-type="bibr" rid="B31">31</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Diagrammatic presentation of the effect of ambient temperature on lactating sow (indicative values in blue) and growing pig (indicative values in green) metabolism and body temperature [adapted from (<xref ref-type="bibr" rid="B32">32</xref>)]. The lower critical temperature is the ambient temperature below which pigs must increase heat production to maintain heat balance. The upper critical temperature is the ambient temperature above which pigs must increase heat loss rate to achieve heat balance.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-08-770480-g0001.tif"/>
</fig>
</sec>
<sec>
<title>How to Phenotype Thermoregulation in Genetic Studies?</title>
<p>The regulation of body temperature is a complex physiological process involving regulation from the cell to the whole animal, therefore, the phenome of thermoregulation encompasses a large variety of physical and biochemical traits (<xref ref-type="bibr" rid="B21">21</xref>). The starting point of genetic studies to perform selection for more heat tolerant animals is to define heritable phenotypes associated with resistance or susceptibility to heat stress. One of the aims of such studies would be to obtain relevant genetic markers or genes for a better genomic evaluation of heat tolerance. So far, the main criterion considered in breeding programs is the maintenance of production performance under HS (<xref ref-type="bibr" rid="B33">33</xref>). Other traits directly related to thermoregulation should be considered as potential selection criteria. The main challenges with phenotyping trait indicators of thermoregulation capacities in genetic studies are to accurately define phenotypes. Desirable phenotypes should (i) be biologically relevant, (ii) be technically easy to measure routinely in genetic evaluations schemes at low financial and energetic cost levels, and (iii) fall within the following framework: more non-invasive phenotypic parameters to monitor is desirable, for animal welfare and for the representativeness of the measured phenotypes to the physiological reality of the animal.</p>
<p>As reviewed by Renaudeau et al. (<xref ref-type="bibr" rid="B32">32</xref>), several physiological traits (macro-phenotypes and biomarkers) that are directly or indirectly related to heat production, heat loss, and body core temperature can be measured. Rectal temperature is an indicator of body core temperature, which is the result of the whole thermoregulation process. Skin temperatures measured at several sites are indicators of sensible heat loss. More precisely, with rectal, skin and ambient temperatures or THI, a thermal circulation index can be calculated as an indicator of blood flow to the skin to promote sensible heat loss (<xref ref-type="bibr" rid="B34">34</xref>). Respiratory rate is an indicator of latent heat dissipation. Several blood metabolites and hormones associated with the HS response have been proposed as potential biomarkers for HS (<xref ref-type="bibr" rid="B32">32</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). The main biomolecules associated with the HS response in pigs that have been reported in the literature are summarized in <xref ref-type="table" rid="T1">Table 1</xref>. These studies were largely conducted using commercial breeds, that were more sensitive to HS. The hypothalamic&#x02013;pituitary&#x02013;adrenocortical (HPA) axis is one of the most important stress-responsive neuroendocrine systems. The activation of the HPA axis leads to the production of cortisol which is released into circulation and represents one of the principal stress hormones in livestock species (<xref ref-type="bibr" rid="B36">36</xref>, <xref ref-type="bibr" rid="B37">37</xref>). Plasma or serum is mostly used to measure cortisol levels (<xref ref-type="bibr" rid="B37">37</xref>). However, there is a growing tendency to use cortisol level from saliva (<xref ref-type="bibr" rid="B38">38</xref>, <xref ref-type="bibr" rid="B39">39</xref>), which is a non-invasive measure and correlates well with serum levels (<xref ref-type="bibr" rid="B40">40</xref>). In pigs, salivary cortisol increases with HS and shows a circadian pattern (<xref ref-type="bibr" rid="B39">39</xref>). Thyroid hormones T3 and T4 play a vital role in regulating thermogenesis and are also identified as indicators of the response to HS in livestock species (<xref ref-type="bibr" rid="B41">41</xref>, <xref ref-type="bibr" rid="B42">42</xref>). High temperature reduces the levels of plasma thyroid hormones and the T3:T4 ratio (i.e., conversion rate of T4&#x02013;T3) in pigs (<xref ref-type="bibr" rid="B43">43</xref>, <xref ref-type="bibr" rid="B44">44</xref>), suggesting reduced metabolic rate. Another important metabolic regulator and indicator of HS is the amount of circulating non-esterified fatty acids (NEFA). Several studies showed decreased plasma or serum NEFA levels in pigs under HS, suggesting reduced adipose tissue mobilization (<xref ref-type="bibr" rid="B44">44</xref>&#x02013;<xref ref-type="bibr" rid="B46">46</xref>). Moreover, heat-stressed animals, despite having lower feed intake, exhibit higher insulin levels. This paradox may be explained by the insulin&#x00027;s role in activating heat shock proteins (HSP) (<xref ref-type="bibr" rid="B47">47</xref>). The increase in circulating insulin is correlated with HSP70 expression (<xref ref-type="bibr" rid="B45">45</xref>) and both insulin and HSP90 response are required for successful adaptation to HS (<xref ref-type="bibr" rid="B43">43</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>List of traits associated to thermoregulation use in pig studies.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Traits</bold></th>
<th valign="top" align="left"><bold>Tools used to measure</bold></th>
<th valign="top" align="left"><bold>Proxies of</bold></th>
<th valign="top" align="left"><bold>Invasiveness</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4"><bold>Functional traits</bold></td>
</tr>
<tr>
<td valign="top" align="left">Rectal temperature</td>
<td valign="top" align="left">Thermometer</td>
<td valign="top" align="left">Body core temperature</td>
<td valign="top" align="left">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">Respiratory rate</td>
<td valign="top" align="left">Observation of flank movement</td>
<td valign="top" align="left">Latent heat loss</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Skin temperature</td>
<td valign="top" align="left">Infrared thermometer</td>
<td valign="top" align="left">Sensitive heat loss</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Cortisol</td>
<td valign="top" align="left">Cotton bud for salivary measure</td>
<td valign="top" align="left">Stress</td>
<td valign="top" align="left">Moderate</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Blood sampling</td>
<td valign="top" align="left">Stress</td>
<td valign="top" align="left">High</td>
</tr>
<tr>
<td valign="top" align="left">T3/T4 thyroid hormones</td>
<td valign="top" align="left">Blood sampling</td>
<td valign="top" align="left">Thermoregulation (through reduced metabolic activity)</td>
<td valign="top" align="left">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">Non-esterified fatty acids (NEFA)</td>
<td valign="top" align="left">Blood sampling</td>
<td valign="top" align="left">Thermoregulation (through reduced lipolysis)</td>
<td valign="top" align="left">Moderate</td>
</tr>
<tr>
<td valign="top" align="left">Heat-Shock protein HSP70/90 mRNA expression</td>
<td valign="top" align="left">Tissue sampling (blood, liver, muscle, adipose tissue&#x02026;)</td>
<td valign="top" align="left">Heat stress</td>
<td valign="top" align="left">Moderate to severe</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4"><bold>Production traits</bold></td>
</tr>
<tr>
<td valign="top" align="left">Growth rate</td>
<td valign="top" align="left">Balance</td>
<td valign="top" align="left">Thermoregulation</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Feed intake</td>
<td valign="top" align="left">Automatic feeder</td>
<td valign="top" align="left">Thermoregulation</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Feed efficiency</td>
<td valign="top" align="left">Balance/Automatic feeder</td>
<td valign="top" align="left">Thermoregulation</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Physical behavior</td>
<td valign="top" align="left">Video-recording</td>
<td valign="top" align="left">Sensitive heat loss</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Feeding behavior</td>
<td valign="top" align="left">Automatic feeder/Video-Recording</td>
<td valign="top" align="left">Body core temperature</td>
<td valign="top" align="left">No</td>
</tr>
<tr>
<td valign="top" align="left">Drinking behavior</td>
<td valign="top" align="left">Video-recording</td>
<td valign="top" align="left">Heat loss</td>
<td valign="top" align="left">No</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The hormonal, cellular and molecular response to HS is therefore complex and is still being unraveled. Moreover, little data is available on the heritability of these biomarkers and their correlation with other HS phenotypes and with production traits, making it difficult to postulate on the most relevant biomarkers to include in genetic studies. Because HS reduces feed intake, it can be difficult to determine whether these responses are the consequences of direct effects of HS, or of indirect effects linked to the reduced feed intake (<xref ref-type="bibr" rid="B44">44</xref>, <xref ref-type="bibr" rid="B45">45</xref>, <xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>). Moreover, most of these measures are obtained from blood sampling methods that are costly in production conditions and that are invasive to animal welfare. Nevertheless, understanding the metabolic and cellular response to HS is essential to eventually find proxies or alternative measurements (such as salivary measures) for these parameters that can be used in genetic studies.</p>
<p>Finally, the variation in traits of economic interest in response to the heat load, such as reproduction (e.g., fertility, prolificity) and production traits (e.g., growth rate, feed intake, and feed efficiency) are indicators of resilience to HS (<xref ref-type="bibr" rid="B50">50</xref>, <xref ref-type="bibr" rid="B51">51</xref>). These traits could also be useful to identify the most interesting traits which highlight the biological response to heat. For instance, feed intake is likely to respond faster than body weight to HS, as reducing intake reduces metabolic heat production. Consequently, analysis of feeding behaviors could be a non-invasive and easy-to-measure proxy for body core temperature, as feeding behavior patterns have been shown to change significantly with temperature (<xref ref-type="bibr" rid="B52">52</xref>). Under HS, pigs spend less time eating and reduce meal size and duration (<xref ref-type="bibr" rid="B53">53</xref>, <xref ref-type="bibr" rid="B54">54</xref>) and feeding rate (<xref ref-type="bibr" rid="B52">52</xref>), probably as a way to reduce heat production by decreasing physical and metabolic activity (<xref ref-type="bibr" rid="B55">55</xref>). It is important to emphasize that the quantification of criteria to characterize thermoregulation should be done in relation with the fluctuations of the climatic conditions to capture the animal&#x00027;s response to heat load. Several statistical models have been developed to quantify trait changes due to HS: as a slope (<xref ref-type="bibr" rid="B56">56</xref>) or as coefficients associated to the broken lines of the curve (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B57">57</xref>), or as indicators of trait variability (<xref ref-type="bibr" rid="B50">50</xref>). For instance, in lactating sows, who are particularly sensitive to heat stress, due to their high metabolic heat production for milk production (<xref ref-type="bibr" rid="B58">58</xref>), longitudinal measures of traits associated with thermoregulation during lactation or from gestation to weaning provide more accurate information than a single measure to characterize the best moment for phenotyping both within a day and during the gestation and lactation periods. Caraba&#x000F1;o et al. (<xref ref-type="bibr" rid="B57">57</xref>) and Gourdine et al. (<xref ref-type="bibr" rid="B59">59</xref>) reported that the most discriminating daily period (i.e., maximum range) for thermoregulatory variation is between 04:00 to 07:00 h and 19:00 to 23:00 h, in relation with the hourly feed intake and the circadian rhythm of body core temperature. At the lactation scale, other studies (<xref ref-type="bibr" rid="B60">60</xref>) have suggested that the dynamics of rectal temperature was directly related to the kinetic metabolic heat production related to energy and protein intake and milk synthesis. Furthermore, from a meta-analysis (<xref ref-type="bibr" rid="B23">23</xref>), a curvilinear relation was found between the increase in average rectal temperature of lactating sows and ambient temperature, with an increase in rectal temperature of 0.07&#x000B0;C per degree of ambient temperature.</p>
</sec>
</sec>
<sec id="s3">
<title>Genetic and Genomic Considerations for Thermoregulation in Pigs</title>
<sec>
<title>Is There Variability for Thermoregulation Traits Between Breed or Line?</title>
<p>Genetic variation between breeds in response to HS have been reported in several species such as cattle (<xref ref-type="bibr" rid="B61">61</xref>, <xref ref-type="bibr" rid="B62">62</xref>), poultry (<xref ref-type="bibr" rid="B63">63</xref>), and pigs (<xref ref-type="bibr" rid="B64">64</xref>&#x02013;<xref ref-type="bibr" rid="B66">66</xref>). To the best of our knowledge, little has been published on the differences in heat tolerance between tropical and temperate pig breeds, despite most of pig breeds being from tropical and subtropical areas (<xref ref-type="bibr" rid="B67">67</xref>). In these areas, microevolution has promoted the emergence of breeds with a high ability to cope with HS but these breeds remain poorly characterized (<xref ref-type="bibr" rid="B68">68</xref>). The physiological adaptation to HS of tropical breeds could be partly explained by a lower metabolic heat production due to a lower productive potential of tropical breeds than commercial breeds, but also by a higher ability of some breeds to dissipate heat than other breeds, probably related to favorable alleles. <xref ref-type="fig" rid="F2">Figures 2</xref>&#x02013;<bold>4</bold> illustrate the variability of thermoregulatory responses to HS between a tropical local Creole breed (local tropical breed) and a Large White breed (European commercial breed) in lactating sows. Within the same production environment, high average THI during lactation caused greater increase of rectal temperature (<xref ref-type="fig" rid="F2">Figure 2</xref>), skin temperature (<xref ref-type="fig" rid="F3">Figure 3</xref>) and respiratory rate (<xref ref-type="fig" rid="F4">Figure 4</xref>) in Large White than in Creole sows, suggesting better physiological adaptation of Creole sows to HS. Moreover, higher variation within Creole sows than within Large White sows illustrates the high variability of an unselected breed compared to a selected one. In growing pigs, studies comparing the same breeds (Large White vs. Creole) have shown that the effect of HS on thermoregulatory responses were higher in Large White than Creole pigs, whether under chronic HS, such as seasonal effects in indoors (<xref ref-type="bibr" rid="B54">54</xref>) or outdoors (<xref ref-type="bibr" rid="B69">69</xref>), or under short-term HS (<xref ref-type="bibr" rid="B70">70</xref>), showing the existence of breeds with higher critical temperatures values (e.g., in the tropical conditions of Guadeloupe, the upper critical THI for Large White sow is around 24.5&#x000B0;C and the corresponding values for Creole sow is &#x0003E;24.5&#x000B0;C) (<xref ref-type="bibr" rid="B59">59</xref>). To our knowledge, there is no data in the literature about the hormonal and metabolic response of tropical breeds to HS, and it is therefore difficult to assess how the potential biomarkers mentioned above predict how the physiological mechanisms have evolved under HS in these breeds. However, several studies showed that cortisol levels are highly genetically variable, even in highly selected pig breeds (<xref ref-type="bibr" rid="B71">71</xref>, <xref ref-type="bibr" rid="B72">72</xref>). It would be of particular interest to characterize neuro-endocrine (cortisol), metabolic (thyroid hormones, NEFA) and cellular and molecular (HSP proteins) responses to HS in heat tolerant breeds to evaluate the relevance of these potential biomarkers for selection of heat tolerant animals.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Density distribution of average rectal temperature of Creole and Large White lactating sows according to the average thermal-humidity index (THI) during lactation [adapted from Gourdine et al. (<xref ref-type="bibr" rid="B59">59</xref>)].</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-08-770480-g0002.tif"/>
</fig>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Density distribution of average skin temperature of Creole and Large White lactating sows according to the average thermal-humidity index (THI) during lactation [adapted from Gourdine et al. (<xref ref-type="bibr" rid="B59">59</xref>)].</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-08-770480-g0003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Density distribution of average respiratory rate of Creole and Large White lactating sows according to the average thermal-humidity index (THI) during lactation [adapted from Gourdine et al. (<xref ref-type="bibr" rid="B59">59</xref>)].</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fvets-08-770480-g0004.tif"/>
</fig>
<p>When comparing feeding behavior of Creole and Large White pigs under HS, both breeds had similar daily feed intake but different feeding behavior patterns, with fewer but larger meals for the Creole associated with a lower feeding rate (<xref ref-type="bibr" rid="B54">54</xref>). Differences in feeding behavior in response to HS have been observed in other breeds (<xref ref-type="bibr" rid="B73">73</xref>) and support the idea of using feeding behavior as a proxy for thermoregulation. In this context, the genetic variation responsible for the natural thermotolerance of tropical local pig breeds could be used for genetic improvement for heat tolerance of international commercial pig breeds. To our knowledge, only a few studies have dealt with this topic (<xref ref-type="bibr" rid="B50">50</xref>), despite the widespread use of crossbreeding schemes in the pig industry. Crossbreeding with well-heat-adapted but less productive breeds (which partly explain their better tolerance to HS) might be financially less profitable in many contexts such as large intensive operations, due to the payment grid and production costs. Indeed, crossbred pigs with tropical local pig genetics would grow slower and fatter with heterogeneous groups of pigs to manage (<xref ref-type="bibr" rid="B74">74</xref>), which often means penalties from the abattoir. However, when and if knowledge allows it, introgression of favorable alleles to HS from tropical pig breeds into commercial pig lines could be a promising technique to improve heat tolerance.</p>
</sec>
<sec>
<title>Are Thermoregulation Traits Heritable?</title>
<p>In contrast to production traits, the inheritance of traits associated to thermoregulation has been poorly described in the literature. In species such as cattle (<xref ref-type="bibr" rid="B75">75</xref>&#x02013;<xref ref-type="bibr" rid="B77">77</xref>), rectal temperature is the main thermoregulation trait for which heritability was accurately estimated (<xref ref-type="table" rid="T2">Table 2</xref>). In pigs, estimation of genetic parameters of thermoregulation traits rarely exist. For instance, to our best knowledge, few studies have estimated heritabilities of rectal temperature in piglets (<xref ref-type="bibr" rid="B78">78</xref>), in growing pigs (<xref ref-type="bibr" rid="B79">79</xref>) and in sows (<xref ref-type="bibr" rid="B22">22</xref>, <xref ref-type="bibr" rid="B80">80</xref>), essentially pointing out low to moderate genetic bases for body and skin temperatures. However, thermoregulation is a physiological homeostatic process, meaning that the steady state of the internal temperature is maintained. That raises the question of which trait should be genetically improved for a better thermoregulation. Genetic improvement of body core temperature should not target the average body core temperature (for instance increasing the mean from 38.7 to 39.7&#x000B0;C), but rather focus on reducing its variance, with the aim to decrease the number of heat-stressed pigs. At the animal level, that corresponds to animals with a better regulation of body temperature during heat stress.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Heritabilities (h<sup>2</sup> &#x000B1; SE) of body temperature and respiratory rate in different livestock species.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Species</bold></th>
<th valign="top" align="left"><bold>Breed or line</bold></th>
<th valign="top" align="left"><bold>Physiological stage</bold></th>
<th valign="top" align="left"><bold><italic>N</italic>. records (<italic>N</italic>. animals)<xref ref-type="table-fn" rid="TN1"><sup><bold>a</bold></sup></xref></bold></th>
<th valign="top" align="left"><bold>Trait<xref ref-type="table-fn" rid="TN2"><sup><bold>b</bold></sup></xref></bold></th>
<th valign="top" align="left"><bold>h<sup>2</sup> &#x000B1; SE</bold></th>
<th valign="top" align="left"><bold>Conditions<xref ref-type="table-fn" rid="TN3"><sup><bold>c</bold></sup></xref></bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Morris et al. (<xref ref-type="bibr" rid="B81">81</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Charolais, Murray gray, Simmental, Red devon</td>
<td valign="top" align="left">Steers and heifers</td>
<td valign="top" align="left">3,839 (611)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.19 &#x000B1; 0.09</td>
<td valign="top" align="left">In Te Awamutu in New Zealand</td>
</tr>
<tr>
<td valign="top" align="left">Lemos and L&#x000F4;ba (<xref ref-type="bibr" rid="B82">82</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Pitangueiras</td>
<td valign="top" align="left">Not available</td>
<td valign="top" align="left">125&#x02013;275 per generation (5 generations)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.15 &#x000B1; 0.09 to 0.27 &#x000B1; 0.12</td>
<td valign="top" align="left">Measured in the morning (04:00 to 08:00) in the tropical conditions of Pitangueiras in Brazil</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.17 &#x000B1; 0.10 to 0.31 &#x000B1; 0.13</td>
<td valign="top" align="left">Measured in the afternoon (12:00 to 18:00)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.16 &#x000B1; 0.16 to 0.27 &#x000B1; 0.11</td>
<td valign="top" align="left">Difference between RT measured in the afternoon and in the morning</td>
</tr>
<tr>
<td valign="top" align="left">Mackinnon et al. (<xref ref-type="bibr" rid="B83">83</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Zebu &#x000D7; <italic>Bos Taurus</italic> crosses</td>
<td valign="top" align="left">Post-weaning</td>
<td valign="top" align="left">7,174 (1,341)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.19 &#x000B1; 0.02</td>
<td valign="top" align="left">Animals left unshaded and without food for 3 h during the highest heat stress (in August after weaning and the following May) in Queensland in Australia</td>
</tr>
<tr>
<td valign="top" align="left">Burrow (<xref ref-type="bibr" rid="B84">84</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">AX and AXBX beef cattle</td>
<td valign="top" align="left">Birth to 18 months of age</td>
<td valign="top" align="left">11,930 (2,403)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.18 &#x000B1; Not available</td>
<td valign="top" align="left">RT recorded 4 and 7 times per animals when T was &#x0003E; 30&#x000B0;C</td>
</tr>
<tr>
<td valign="top" align="left">Prayaga et al. (<xref ref-type="bibr" rid="B85">85</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Brahman and Tropical composite beef cattle</td>
<td valign="top" align="left">Heifer at 400 days of age</td>
<td valign="top" align="left">1,065</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.21 &#x000B1; 0.09</td>
<td valign="top" align="left">RT was measured during summer months when the ambient temperature was &#x0003E;30&#x000B0;C, in Queensland, in Australia</td>
</tr>
<tr>
<td valign="top" align="left">Dikmen et al. (<xref ref-type="bibr" rid="B86">86</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Holstein</td>
<td valign="top" align="left">Lactating cows</td>
<td valign="top" align="left">1,695</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.17 &#x000B1; 0.13</td>
<td valign="top" align="left">Afternoon RT (15:00&#x02013;17:00) during the summer in Florida, in USA</td>
</tr>
<tr>
<td valign="top" align="left">Riley et al. (<xref ref-type="bibr" rid="B77">77</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Angus, Brahman, Criollo Romosinuamo</td>
<td valign="top" align="left">Cow&#x02013;calf</td>
<td valign="top" align="left">3,396 (2,200)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.19 &#x000B1; 0.03</td>
<td valign="top" align="left">Subtropical summer conditions in Florida in USA</td>
</tr>
<tr>
<td valign="top" align="left">Porto-Neto et al. (<xref ref-type="bibr" rid="B87">87</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Brahman</td>
<td valign="top" align="left">Post-weaning</td>
<td valign="top" align="left">2,112</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.22 &#x000B1; Not available</td>
<td valign="top" align="left">Repeated RT measures collected at various post-weaning ages in Northern Australia</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">Tropical composite</td>
<td/>
<td valign="top" align="left">2,533</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.14 &#x000B1; Not available</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Davila et al. (<xref ref-type="bibr" rid="B76">76</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Brahman-Angus</td>
<td valign="top" align="left">Heifer</td>
<td valign="top" align="left">334</td>
<td valign="top" align="left">VT</td>
<td valign="top" align="left">0.32 &#x000B1; 0.18</td>
<td valign="top" align="left">At low THI (<xref ref-type="bibr" rid="B68">68</xref>&#x02013;<xref ref-type="bibr" rid="B70">70</xref>) in Florida in USA<xref ref-type="table-fn" rid="TN3"><sup>c</sup></xref></td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">334</td>
<td valign="top" align="left">VT</td>
<td valign="top" align="left">0.26 &#x000B1; 0.16</td>
<td valign="top" align="left">At high THI (<xref ref-type="bibr" rid="B37">37</xref>, <xref ref-type="bibr" rid="B80">80</xref>, <xref ref-type="bibr" rid="B88">88</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">Otto et al. (<xref ref-type="bibr" rid="B89">89</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Gir &#x000D7; Holstein F2</td>
<td valign="top" align="left">Post-weaning</td>
<td valign="top" align="left">653 (341)</td>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.13 &#x000B1; 0.08</td>
<td valign="top" align="left">Animals were housed in a heat chamber in Embrapa in Brazil. The &#x00394;RT is the difference between RT measured 6 h after the heat chamber reached T = 42&#x000B0;C and RH = 60%, and after 12 h of adaptation to the heat chamber at T = 22&#x000B0;C and RH = 50 %.</td>
</tr>
<tr>
<td valign="top" align="left">Luo et al. (<xref ref-type="bibr" rid="B75">75</xref>)</td>
<td valign="top" align="left">Bovine</td>
<td valign="top" align="left">Holstein</td>
<td valign="top" align="left">Lactating cows</td>
<td valign="top" align="left">59,265 (13,592)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.06 &#x000B1; 0.01</td>
<td valign="top" align="left">RT and RR were measured during summer period in Beijing, in China</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">30,290 (13,592)</td>
<td valign="top" align="left">RR</td>
<td valign="top" align="left">0.04 &#x000B1; 0.01</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Taouis et al. (<xref ref-type="bibr" rid="B90">90</xref>)</td>
<td valign="top" align="left">Poultry</td>
<td valign="top" align="left">Hybrid broiler</td>
<td valign="top" align="left">Birth to 7 days of age</td>
<td valign="top" align="left">161</td>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.36 &#x000B1; 0.18</td>
<td valign="top" align="left">Early-age thermal conditioning at 5 d of age exposed at 40&#x000B0;C for 24 h</td>
</tr>
<tr>
<td valign="top" align="left">Van Goor et al. (<xref ref-type="bibr" rid="B91">91</xref>)</td>
<td valign="top" align="left">Poultry</td>
<td valign="top" align="left">Generations F18 and F19 of a broiler (heat-susceptible) &#x000D7; Fayoumi (heat-resistant) intercross line</td>
<td valign="top" align="left">20 days of age</td>
<td valign="top" align="left">631</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.11 &#x000B1; 0.06</td>
<td valign="top" align="left">Climatic chambers at 22&#x000B0;C from 17 to 22 days of age; at 35&#x000B0;C for 7 h per day and remained at 25 &#x000B0;C at all other: from 22 to 28 of days age. Cloacal body temperatures were measured on days of age 20, 22, and 28</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">22 days of age</td>
<td valign="top" align="left">631</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.10 &#x000B1; 0.06</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">28 days of age</td>
<td valign="top" align="left">631</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.10 &#x000B1; 0.06</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">From 20 to 28 days of age</td>
<td valign="top" align="left">631</td>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.03 &#x000B1; 0.04</td>
<td valign="top" align="left">Differential of cloacal body temperature measured on days of age 28 and 20</td>
</tr>
<tr>
<td valign="top" align="left">Kaushik et al. (<xref ref-type="bibr" rid="B92">92</xref>)</td>
<td valign="top" align="left">Goat</td>
<td valign="top" align="left">Jamunapari breed</td>
<td valign="top" align="left">Kids: 6&#x02013;9 month and adults: 2 to 3 year</td>
<td valign="top" align="left">695</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.36 &#x000B1; 0.12</td>
<td valign="top" align="left">During May-June (average T: 45.9 &#x000B1; 0.5 &#x000B0;C; average RH: 28.2 &#x000B1; 1.8%) at Mathura, in India. RT recorded at the highest temperature of the day (13:30 to 14:30)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">617</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">014 &#x000B1; 0.10</td>
<td valign="top" align="left">During December-January (average T: 22.5 &#x000B1; 0.6&#x000B0;C; average RH: 83.1 &#x000B1; 2.1%) at Mathura, in India. RT recorded at the lowest temperature of the day (09:00&#x02013;10:00)</td>
</tr>
<tr>
<td valign="top" align="left">Varona et al. (<xref ref-type="bibr" rid="B78">78</xref>)</td>
<td valign="top" align="left"><break/>Pig<break/>Pig</td>
<td valign="top" align="left"><break/>Iberian &#x000D7; Meishan<break/>Iberian &#x000D7; Meishan</td>
<td valign="top" align="left"><break/>Newborn piglets<break/>Newborn piglets</td>
<td valign="top" align="left">415</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.10-0.55</td>
<td valign="top" align="left">RT at birth recorded in Lleida, in Spain</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">395</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.02-0.58</td>
<td valign="top" align="left">RT 60 min after birth</td>
</tr>
<tr>
<td valign="top" align="left">Gourdine et al. (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="top" align="left">Pig</td>
<td valign="top" align="left">Large White</td>
<td valign="top" align="left">Lactating sows</td>
<td valign="top" align="left">842 (220)</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.35 &#x000B1; 0.09</td>
<td valign="top" align="left">Average RT, CT and RR during lactation, measured in tropical humid conditions of Petit-Bourg, in Guadeloupe (average T: 24.7 &#x000B1; 1.3&#x000B0;C; average RH: 89.3 &#x000B1; 5.6 %)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">245 (126)</td>
<td valign="top" align="left">CT</td>
<td valign="top" align="left">0.34 &#x000B1; 0.12</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">403 (151)</td>
<td valign="top" align="left">RR</td>
<td valign="top" align="left">0.39 &#x000B1; 0.13</td>
<td/>
</tr>
<tr>
<td valign="top" align="left">Kim et al. (<xref ref-type="bibr" rid="B80">80</xref>)</td>
<td valign="top" align="left">Pig</td>
<td valign="top" align="left">Crossbred PIC maternal &#x000D7; Duroc</td>
<td valign="top" align="left">Pre-pubertal gilts</td>
<td valign="top" align="left">214</td>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.49 &#x000B1; not available</td>
<td valign="top" align="left">Gilts were previously in thermoneutral conditions during 96 h (average T: 21.9 &#x000B1; 0.5&#x000B0;C, average RH: 62 &#x000B1; 13%) and after they were submitted a 24 h HS challenge (average T: 29.7 &#x000B1; 1.3&#x000B0;C; average RH: 49 &#x000B1; 8%). &#x00394;RT and &#x00394;RR are the difference between values during HS and thermoneutral conditions</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td/>
<td/>
<td valign="top" align="left">&#x00394;RR</td>
<td valign="top" align="left">0.39 &#x000B1; not available</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Post-pubertal gilts</td>
<td valign="top" align="left">100</td>
<td valign="top" align="left">&#x00394;RT</td>
<td valign="top" align="left">0.83 &#x000B1; not available</td>
<td valign="top" align="left">Gilts were preliminary selected based on their ability or inability to maintain a minimal RT during the 24 h HS challenge. TR and RR were collected in post-pubertal during thermoneutral conditions (20&#x000B0;C). &#x00394;RT is the difference between values during HS and thermoneutral conditions</td>
</tr>
<tr>
<td valign="top" align="left">Gourdine et al. (<xref ref-type="bibr" rid="B79">79</xref>)</td>
<td valign="top" align="left">Pig</td>
<td valign="top" align="left">Crossbred &#x000BE; large white &#x000D7; &#x000BC; creole breed</td>
<td valign="top" align="left">Growing pigs at 19 weeks of age</td>
<td valign="top" align="left">630</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.04 &#x000B1; 0.05 to 0.13 &#x000B1; 0.07</td>
<td valign="top" align="left">Growing pigs in the temperate condition of Charentes, in France (T between 20.5 and 27.7&#x000B0;C; RH between 46.2 and 76.3%)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Growing pigs at 23 weeks of age</td>
<td valign="top" align="left">627</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.07 &#x000B1; 0.06 to 0.34 &#x000B1; 0.12</td>
<td/>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Growing pigs at 19 weeks of age</td>
<td valign="top" align="left">663</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.12 &#x000B1; 0.07 to 0.17 &#x000B1; 0.07</td>
<td valign="top" align="left">Growing pigs in the tropical humid condition of Petit-Bourg, in Guadeloupe (T between 22.2 and 228.9&#x000B0;C; RH between 75.3 and 93.6%)</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Growing pigs at 23 weeks of age</td>
<td valign="top" align="left">663</td>
<td valign="top" align="left">RT</td>
<td valign="top" align="left">0.08 &#x000B1; 0.06 to 0.10 &#x000B1; 0.05</td>
<td/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TN1">
<label>a</label>
<p><italic>The number of animals measured was in parenthesis when the number of observations did not correspond to the number of animals</italic>;</p></fn>
<fn id="TN2">
<label>b</label>
<p><italic>RT, rectal temperature; VT, vaginal temperature; RR, respiratory rate; CT, cutaneous temperature</italic>;</p></fn>
<fn id="TN3">
<label>c</label>
<p><italic>T, ambient temperature; RH, relative humidity; THI was calculated as THI = (1.8 &#x000D7; T &#x0002B; 32)&#x02013;[(0.55&#x02013;0.0055 &#x000D7; RH) &#x000D7; (1.8 &#x000D7; T&#x02212;26)]</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>Similarly to thermoregulation traits, little data is available on the genetic parameters of potential biomarkers for HS in pigs. In pigs, cortisol levels were found to be highly heritable (h<sup>2</sup> = 0.68) (<xref ref-type="bibr" rid="B93">93</xref>) and in dairy cows, NEFA was found to be moderately heritable [0.08&#x02013;0.35 (<xref ref-type="bibr" rid="B94">94</xref>, <xref ref-type="bibr" rid="B95">95</xref>)]. To our knowledge, no studies have investigated the genetic correlations between these metabolic markers and performance traits in pigs. However, higher cortisol has been shown to have positive effects on traits related to robustness and adaptation, while having negative effects on production traits (growth rate, fat/lean ratio) (<xref ref-type="bibr" rid="B37">37</xref>). Foury et al. (<xref ref-type="bibr" rid="B72">72</xref>) found that cortisol and carcass lean content were phenotypically negatively correlated (&#x02212;0.46), so that &#x0007E;21% of variation in fatness across breeds could be explained by variation in cortisol. These results need to be confirmed by genetic studies but suggest that it might be possible to select for cortisol levels allowing better heat tolerance without compromising production traits.</p>
<p>Using feeding behavior as a proxy for thermoregulation, a pangenomic study has been performed (<xref ref-type="bibr" rid="B73">73</xref>) to detect genomic variants associated with changes in feeding behavior under HS. The authors found that heritabilities for differences in feeding activity were low to moderate, suggesting that heat tolerance is heritable, and suggested some candidates genes, such as <italic>DPYSL2</italic> and <italic>ADRA1A</italic>, and biological pathways (e.g., immune function) to explain the detected associations.</p>
<p>As reviewed by Renaudeau et al. (<xref ref-type="bibr" rid="B24">24</xref>), there is a moderate to strong negative phenotypic correlation between rectal temperature and production traits in many species, suggesting that thermoregulation and production traits may be partly governed by separate genomic loci. However, estimates of the association between these traits often had large standard errors due to the limited number of animals in most experimental designs and they depend on the conditions of recording (i.e., if HS occurs or not, and how HS occurs). In acute HS (e.g., 24 h of severe HS of 29.7&#x000B0;C), some studies have shown little or no association between HS and sow feed intake or changes in body weight (<xref ref-type="bibr" rid="B80">80</xref>). Like other complex traits, large numbers of genes are probably involved in thermoregulation, and the genetic correlations with other economically important traits should be quantified to investigate possible antagonisms or favorable relationships that should be accounted for in a selection index to improve heat tolerance. If loci involved in variation of production and thermoregulation traits are in linkage disequilibrium, it can be expected that favorable alleles for production traits are associated with unfavorable alleles for thermoregulation, and trade-offs will have to be found between production and regulation capacity during HS. Few studies provide &#x0201C;omics&#x0201D; information for thermoregulation in pigs. In cattle (<xref ref-type="bibr" rid="B89">89</xref>, <xref ref-type="bibr" rid="B96">96</xref>) and in poultry (<xref ref-type="bibr" rid="B97">97</xref>, <xref ref-type="bibr" rid="B98">98</xref>), the slick hair gene and the naked neck gene, respectively, are used by introgression or crossbreeding to improve the thermotolerance of breeds. QTL have been found associated to body temperature in the Japanese quail (<xref ref-type="bibr" rid="B98">98</xref>), in poultry (<xref ref-type="bibr" rid="B99">99</xref>), and in cattle (<xref ref-type="bibr" rid="B91">91</xref>). To the best of our knowledge, quantitative trait loci (QTL) associated with thermoregulation traits in response to HS were only reported in the studies of Kim et al. (<xref ref-type="bibr" rid="B80">80</xref>) in gilts and Riquet et al. (<xref ref-type="bibr" rid="B100">100</xref>) in growing pigs. These studies, either with genome-wide association analysis or linkage analysis, have detected a small number of loci (&#x0003C;100) with very small effect on the variability of thermoregulation traits. Increasing the sample size of the pig population to be measured and to be genotyped is therefore necessary, to detect a larger number of SNPs of interest and to decrease the confidence interval of the SNPs&#x00027; position (<xref ref-type="bibr" rid="B80">80</xref>). The sequencing technologies show great improvement and it should be possible in the near future to directly incorporate the causal polymorphisms of the variability of thermoregulation traits instead of genomic markers (<xref ref-type="bibr" rid="B33">33</xref>). However, our current knowledge about the genomic variability of thermoregulation traits in pig is limited, and further research is needed.</p>
</sec>
</sec>
<sec id="s4">
<title>Challenges to Face</title>
<p>As pointed out by several authors, the analysis of high-throughput phenotypic and genomic data to address issues related to HS, and more generally to health and animal welfare, requires the development of new methods and technologies capable of integrating diverse, heterogeneous, and large-scale data. In this context, the advent of new technologies, omic tools (<xref ref-type="bibr" rid="B101">101</xref>, <xref ref-type="bibr" rid="B102">102</xref>) (including genomic, epigenomic, transcriptomic, metabolomic, microbiome information, and genome editing), but also Artificial Intelligence (AI) approaches (such as deep learning, machine learning, etc.) offer new and very promising avenues for analyses to address HS complex problems.</p>
<p>To the best of our knowledge, there is no pig breeding program including traits associated with thermoregulation. Nevertheless, it is likely that international pig breeding companies take advantage of their presence in contrasting areas, from the Northern Europe to South America, to select pigs according to the environment of production, based on the breeding values of production and reproduction traits. Implementation of traits directly associated with thermoregulation in a conventional pig breeding program is not straightforward, firstly due to the difficulty of defining heat tolerance directly in terms of measurable traits (<xref ref-type="bibr" rid="B50">50</xref>), secondly due to the difficulty to measure these appropriate phenotypes routinely and technically easily under HS conditions, and thirdly as far we know due to the lack of quantification of economic weights of traits associated to thermoregulation. Furthermore, the choice of breeding approaches will have to deal with the biological antagonism between production traits and thermoregulation traits (<xref ref-type="bibr" rid="B24">24</xref>), i.e., probably leading to reduced genetic gains on the current breeding objectives. Finally, substantial differences can be observed between pig&#x00027;s performance in production environments and that in selection environment, which is referred to as genotype by environment interactions (G &#x000D7; E) (<xref ref-type="bibr" rid="B103">103</xref>). Therefore, breeding programs should also consider these interactions as they can be a source of inefficiency (<xref ref-type="bibr" rid="B104">104</xref>, <xref ref-type="bibr" rid="B105">105</xref>) to transfer the genetic progress to production farms. For instance, the best pigs for a criterion assessed in a temperate environment would not necessary be the best for the same criterion assessed in tropical conditions. To our knowledge, there are very few studies reporting G &#x000D7; E interactions in relation to thermoregulation or HS in pigs (<xref ref-type="bibr" rid="B65">65</xref>, <xref ref-type="bibr" rid="B79">79</xref>), compared to available studies in broiler chickens (<xref ref-type="bibr" rid="B63">63</xref>), dairy cattle (<xref ref-type="bibr" rid="B62">62</xref>), or beef cattle (<xref ref-type="bibr" rid="B106">106</xref>, <xref ref-type="bibr" rid="B107">107</xref>), but they show substantial G &#x000D7; E interactions for some production traits. This may be due to the lack of known genetic relationships between animals reared under contrasted climatic conditions and also due to the absence of a significant amount of data to infer the existence and level of G &#x000D7; E interactions.</p>
<p>In summary, the success of selection for improved response to HS may depend on interrelated factors: (i) the extent of G &#x000D7; E interactions; (ii) the level of antagonisms between genes involved in thermoregulation and production biological pathways, (iii) the definition of a heat tolerance index, and (iv) the ability to collect phenotypic and genomic information on a large scale in the appropriate environmental conditions.</p>
<p>There is no doubt that genomic innovations and precision selection (cisgenesis, transgenesis, genome editing) will be mobilized for future genetic studies on the thermoregulation of pigs (<xref ref-type="bibr" rid="B33">33</xref>). These studies cannot be disconnected from the complex and systemic issues related to global change and its impacts on pig production (such as the availability of crops for pig feeding, the emergence of new disease or pathogen vectors in certain regions) (<xref ref-type="bibr" rid="B108">108</xref>), the ethical issues related to the use of new breeding techniques, and societal questions on animal welfare and research priorities (<xref ref-type="bibr" rid="B33">33</xref>).</p>
</sec>
<sec id="s5">
<title>Author Contributions</title>
<p>J-LG, WR, HG, and NP assisted in the conception of the study and contributed to manuscript revision, read, and approved the submitted version. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s6">
<title>Publisher&#x00027;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>
</body>
<back>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Robinson</surname> <given-names>TP</given-names></name> <name><surname>Thornton</surname> <given-names>PK</given-names></name> <name><surname>Franceschini</surname> <given-names>G</given-names></name> <name><surname>Kruska</surname></name></person-group>. <source>Global Livestock Production Systems</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>Food and Agriculture Organization of the United Nations (FAO) and International Livestock Research Institute (ILRI)</publisher-name> (<year>2011</year>).</citation>
</ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>FAO</collab></person-group>. <source>World Livestock: Transforming the Livestock Sector Through the Sustainable Development Goals</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>FAO</publisher-name> (<year>2018</year>).</citation>
</ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rojas-Downing</surname> <given-names>MM</given-names></name> <name><surname>Nejadhashemi</surname> <given-names>AP</given-names></name> <name><surname>Harrigan</surname> <given-names>T</given-names></name> <name><surname>Woznicki</surname> <given-names>SA</given-names></name></person-group>. <article-title>Climate change and livestock: impacts, adaptation, and mitigation</article-title>. <source>Clim Risk Manag.</source> (<year>2017</year>) <volume>16</volume>:<fpage>145</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1016/j.crm.2017.02.001</pub-id></citation>
</ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Poore</surname> <given-names>J</given-names></name> <name><surname>Nemecek</surname> <given-names>T</given-names></name></person-group>. <article-title>Reducing food&#x00027;s environmental impacts through producers and consumers</article-title>. <source>Science.</source> (<year>2018</year>) <volume>360</volume>:<fpage>987</fpage>&#x02013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1126/science.aaq0216</pub-id><pub-id pub-id-type="pmid">30792276</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="web"><person-group person-group-type="author"><collab>European Commission</collab></person-group>. <source>Communication from the Commission to the European Parliament, the Council, The European Economic and social Committee and the Committee of the Regions. Stepping up Europe&#x00027;s 2030 Climate Ambition. Investing in a Climate-Neutral Future for the Benefit of Our People</source>. <publisher-loc>Brussels</publisher-loc> (<year>2020</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:52020DC0562&#x00026;from=EN">https://eur-lex.europa.eu/legal-content/EN/TXT/PDF/?uri=CELEX:52020DC0562&#x00026;from=EN</ext-link></citation>
</ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lacetera</surname> <given-names>N</given-names></name></person-group>. <article-title>Impact of climate change on animal health and welfare</article-title>. <source>Anim Front.</source> (<year>2019</year>) <volume>9</volume>:<fpage>26</fpage>&#x02013;<lpage>31</lpage>. <pub-id pub-id-type="doi">10.1093/af/vfy030</pub-id><pub-id pub-id-type="pmid">32002236</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mayorga</surname> <given-names>EJ</given-names></name> <name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Ramirez</surname> <given-names>BC</given-names></name> <name><surname>Ross</surname> <given-names>JW</given-names></name> <name><surname>Baumgard</surname> <given-names>LH</given-names></name></person-group>. <article-title>Heat stress adaptations in pigs</article-title>. <source>Anim Front.</source> (<year>2019</year>) <volume>9</volume>:<fpage>54</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1093/af/vfy035</pub-id><pub-id pub-id-type="pmid">32002240</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>St-Pierre</surname> <given-names>NR</given-names></name> <name><surname>Cobanov</surname> <given-names>B</given-names></name> <name><surname>Schnitkey</surname> <given-names>G</given-names></name></person-group>. <article-title>Economic losses from heat stress by US livestock industries</article-title>. <source>J Dairy Sci.</source> (<year>2003</year>) <volume>86</volume>:<fpage>E52</fpage>&#x02013;<lpage>77</lpage>. <pub-id pub-id-type="doi">10.3168/jds.S0022-0302(03)74040-5</pub-id><pub-id pub-id-type="pmid">33398462</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="web">Schieck, S,. Heat Stress in Swine Affects Production. Available online at: <ext-link ext-link-type="uri" xlink:href="https://extension.umn.edu/swine-production-management/heat-stress-swine-affects-production">https://extension.umn.edu/swine-production-management/heat-stress-swine-affects-production</ext-link></citation>
</ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Gourdine</surname> <given-names>JL</given-names></name> <name><surname>St-Pierre</surname> <given-names>NR</given-names></name></person-group>. <article-title>A meta-analysis of the effects of high ambient temperature on growth performance of growing-finishing pigs</article-title>. <source>J Anim Sci.</source> (<year>2011</year>) <volume>89</volume>:<fpage>2220</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2010-3329</pub-id><pub-id pub-id-type="pmid">21297065</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Costa</surname> <given-names>FG</given-names></name> <name><surname>Silva</surname> <given-names>JH</given-names></name> <name><surname>Lima</surname> <given-names>RC</given-names></name> <name><surname>Oliveira</surname> <given-names>CF</given-names></name> <name><surname>Rodrigues</surname> <given-names>VP</given-names></name> <name><surname>Pinheiro</surname> <given-names>SG</given-names></name></person-group>. <article-title>Scientific progress in the production of monogastric in the first decade of the twenty-first century</article-title>. <source>Rev Bras Zootec.</source> (<year>2010</year>) <volume>39</volume>:<fpage>288</fpage>&#x02013;<lpage>302</lpage>. <pub-id pub-id-type="doi">10.1590/S1516-35982010001300032</pub-id></citation>
</ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Merks</surname> <given-names>JWM</given-names></name> <name><surname>Mathur</surname> <given-names>PK</given-names></name> <name><surname>Knol</surname> <given-names>EF</given-names></name></person-group>. <article-title>New phenotypes for new breeding goals in pigs</article-title>. <source>Animal.</source> (<year>2012</year>) <volume>6</volume>:<fpage>535</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731111002266</pub-id><pub-id pub-id-type="pmid">22436267</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>van der Waaij</surname> <given-names>E</given-names></name></person-group>. <article-title>A resource allocation model describing consequences of artificial selection under metabolic stress</article-title>. <source>J Anim Sci.</source> (<year>2004</year>) <volume>82</volume>:<fpage>973</fpage>&#x02013;<lpage>81</lpage>. <pub-id pub-id-type="doi">10.2527/2004.824973x</pub-id><pub-id pub-id-type="pmid">15080316</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Leclercq-Smekens</surname> <given-names>M</given-names></name> <name><surname>Herin</surname> <given-names>M</given-names></name></person-group>. <article-title>Differences in skin characteristics in European (large white) and Caribbean (Creole) growing pigs with reference to thermoregulation</article-title>. <source>Anim Res.</source> (<year>2006</year>) <volume>55</volume>:<fpage>209</fpage>&#x02013;<lpage>17</lpage>. <pub-id pub-id-type="doi">10.1051/animres:2006012</pub-id></citation>
</ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>O&#x00027;Brien</surname> <given-names>D</given-names></name> <name><surname>Herron</surname> <given-names>J</given-names></name> <name><surname>Andurand</surname> <given-names>J</given-names></name> <name><surname>Care</surname> <given-names>S</given-names></name> <name><surname>Martinez</surname> <given-names>P</given-names></name> <name><surname>Migliorati</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Life beef carbon: a common framework for quantifying grass and corn based beef farms&#x00027; carbon footprints</article-title>. <source>Animal.</source> (<year>2020</year>) <volume>14</volume>:<fpage>834</fpage>&#x02013;<lpage>45</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731119002519</pub-id><pub-id pub-id-type="pmid">31666147</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grossi</surname> <given-names>G</given-names></name> <name><surname>Goglio</surname> <given-names>P</given-names></name> <name><surname>Vitali</surname> <given-names>A</given-names></name> <name><surname>Williams</surname> <given-names>AG</given-names></name></person-group>. <article-title>Livestock and climate change: impact of livestock on climate and mitigation strategies</article-title>. <source>Anim Front.</source> (<year>2019</year>) <volume>9</volume>:<fpage>69</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1093/af/vfy034</pub-id><pub-id pub-id-type="pmid">32071797</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernabucci</surname> <given-names>U</given-names></name></person-group>. <article-title>Climate change: impact on livestock and how can we adapt</article-title>. <source>Anim Front.</source> (<year>2019</year>) <volume>9</volume>:<fpage>3</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1093/af/vfy039</pub-id><pub-id pub-id-type="pmid">32055428</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Altieri</surname> <given-names>MA</given-names></name> <name><surname>Nicholls C</surname> <given-names>I</given-names></name></person-group>. <article-title>Agroecology: challenges and opportunities for farming in the anthropocene</article-title>. <source>Int J Agric Nat Resour.</source> (<year>2020</year>) <volume>47</volume>:<fpage>204</fpage>&#x02013;<lpage>15</lpage>. <pub-id pub-id-type="doi">10.7764/ijanr.v47i3.2281</pub-id></citation>
</ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franzluebbers</surname> <given-names>AJ</given-names></name> <name><surname>Wendroth</surname> <given-names>O</given-names></name> <name><surname>Creamer</surname> <given-names>NG</given-names></name> <name><surname>Feng</surname> <given-names>GG</given-names></name></person-group>. <article-title>Focusing the future of farming on agroecology</article-title>. <source>Agric Environ Lett.</source> (<year>2020</year>) <volume>5</volume>:<fpage>1</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1002/ael2.20034</pub-id><pub-id pub-id-type="pmid">25855820</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Phocas</surname> <given-names>F</given-names></name> <name><surname>Belloc</surname> <given-names>C</given-names></name> <name><surname>Bidanel</surname> <given-names>J</given-names></name> <name><surname>Delaby</surname> <given-names>L</given-names></name> <name><surname>Dourmad</surname> <given-names>JY</given-names></name> <name><surname>Dumont</surname> <given-names>B</given-names></name> <etal/></person-group>. <article-title>Review: Towards the agroecological management of ruminants, pigs and poultry through the development of sustainable breeding programmes: I-selection goals and criteria</article-title>. <source>Animal.</source> (<year>2016</year>) <volume>10</volume>:<fpage>1749</fpage>&#x02013;<lpage>59</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731116000926</pub-id><pub-id pub-id-type="pmid">27170506</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Collier</surname> <given-names>RJ</given-names></name> <name><surname>Baumgard</surname> <given-names>LH</given-names></name> <name><surname>Zimbelman</surname> <given-names>RB</given-names></name> <name><surname>Xiao</surname> <given-names>Y</given-names></name></person-group>. <article-title>Heat stress: physiology of acclimation and adaptation</article-title>. <source>Anim Front.</source> (<year>2019</year>) <volume>9</volume>:<fpage>12</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1093/af/vfy031</pub-id><pub-id pub-id-type="pmid">32002234</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gourdine</surname> <given-names>J-L</given-names></name> <name><surname>Mandonnet</surname> <given-names>N</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Renaudeau</surname> <given-names>D</given-names></name></person-group>. <article-title>Genetic parameters for thermoregulation and production traits in lactating sows reared in tropical climate</article-title>. <source>Animal.</source> (<year>2017</year>) <volume>11</volume>:<fpage>365</fpage>&#x02013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.1017/S175173111600135X</pub-id><pub-id pub-id-type="pmid">27378416</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dourmad</surname> <given-names>JY</given-names></name> <name><surname>Velly</surname> <given-names>V</given-names></name> <name><surname>Lechartier</surname> <given-names>C</given-names></name> <name><surname>Gourdine</surname> <given-names>JL</given-names></name> <name><surname>Renaudeau</surname> <given-names>D</given-names></name></person-group>. <article-title>Effect of ambient temperature on lactating sows, a meta-analysis and modeling approach</article-title>. <source>J Rech Porc En Fr.</source> (<year>2015</year>) <volume>47</volume>:<fpage>105</fpage>&#x02013;<lpage>10</lpage>.</citation>
</ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Mandonnet</surname> <given-names>N</given-names></name> <name><surname>Tixier-Boichard</surname> <given-names>M</given-names></name> <name><surname>Noblet</surname> <given-names>J</given-names></name> <name><surname>Bidanel</surname> <given-names>J</given-names></name></person-group>. <article-title>Attenuate the effects of high ambient temperature on pig performance: the genetic selection</article-title>. <source>Prod Anim.</source> (<year>2004</year>) <volume>17</volume>:<fpage>93</fpage>&#x02013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.20870/productions-animales.2004.17.1.3556</pub-id></citation>
</ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huynh</surname> <given-names>TTT</given-names></name> <name><surname>Aarnink</surname> <given-names>AJA</given-names></name> <name><surname>Heetkamp</surname> <given-names>MJW</given-names></name> <name><surname>Verstegen</surname> <given-names>MWA</given-names></name> <name><surname>Kemp</surname> <given-names>B</given-names></name></person-group>. <article-title>Evaporative heat loss from group-housed growing pigs at high ambient temperatures</article-title>. <source>J Therm Biol.</source> (<year>2007</year>) <volume>32</volume>:<fpage>293</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.jtherbio.2007.03.001</pub-id><pub-id pub-id-type="pmid">15890816</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="web"><person-group person-group-type="author"><name><surname>Xin</surname> <given-names>H</given-names></name> <name><surname>Harmon</surname> <given-names>JD</given-names></name></person-group>. <source>Livestock Industry Facilities and Environment: Heat Stress Indices for Livestock</source>. <publisher-name>Agriculture and Environment Extension Publications</publisher-name> (<year>1998</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://lib.dr.iastate.edu/extension_ag_pubs/163">http://lib.dr.iastate.edu/extension_ag_pubs/163</ext-link> (accessed Apri 26, 2021).</citation>
</ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lallo</surname> <given-names>C</given-names></name> <name><surname>Cohen</surname> <given-names>J</given-names></name> <name><surname>Rankine</surname> <given-names>D</given-names></name> <name><surname>Taylor</surname> <given-names>M</given-names></name> <name><surname>Cambell</surname> <given-names>J</given-names></name> <name><surname>Stephenson</surname> <given-names>T</given-names></name></person-group>. <article-title>Characterizing heat stress on livestock using the temperature humidity index (THI)prospects for a warmer Caribbean</article-title>. <source>Reg Environ Change.</source> (<year>2018</year>) <volume>18</volume>:<fpage>2329</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1007/s10113-018-1359-x</pub-id></citation>
</ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mutua</surname> <given-names>J</given-names></name> <name><surname>Marshall</surname> <given-names>K</given-names></name> <name><surname>Paul</surname> <given-names>B</given-names></name> <name><surname>Notenbaert</surname> <given-names>A</given-names></name></person-group>. <article-title>A methodology for mapping current and future heat stress risk in pigs</article-title>. <source>Animal.</source> (<year>2020</year>) <volume>14</volume>:<fpage>1952</fpage>&#x02013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731120000865</pub-id><pub-id pub-id-type="pmid">32349852</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bohmanova</surname> <given-names>J</given-names></name> <name><surname>Misztal</surname> <given-names>I</given-names></name> <name><surname>Cole</surname> <given-names>JB</given-names></name></person-group>. <article-title>Temperature-humidity indices as indicators of milk production losses due to heat stress</article-title>. <source>J Dairy Sci.</source> (<year>2007</year>) <volume>90</volume>:<fpage>1947</fpage>&#x02013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2006-513</pub-id><pub-id pub-id-type="pmid">17369235</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thornton</surname> <given-names>P</given-names></name> <name><surname>Nelson</surname> <given-names>G</given-names></name> <name><surname>Mayberry</surname> <given-names>D</given-names></name> <name><surname>Herrero</surname> <given-names>M</given-names></name></person-group>. <article-title>Increases in extreme heat stress in domesticated livestock species during the twenty-first century</article-title>. <source>Glob Change Biol.</source> (<year>2021</year>) <volume>27</volume>:<fpage>5762</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1111/gcb.15825</pub-id><pub-id pub-id-type="pmid">34410027</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kanis</surname> <given-names>E</given-names></name> <name><surname>van den Belt</surname> <given-names>H</given-names></name> <name><surname>Groen</surname> <given-names>A</given-names></name> <name><surname>Schakel</surname> <given-names>J</given-names></name> <name><surname>de Greef</surname> <given-names>K</given-names></name></person-group>. <article-title>Breeding for improved welfare in pigs: a conceptual framework and its use in practice</article-title>. <source>Anim Sci.</source> (<year>2004</year>) <volume>78</volume>:<fpage>315</fpage>&#x02013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1017/S1357729800054102</pub-id><pub-id pub-id-type="pmid">30886898</pub-id></citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Collin</surname> <given-names>A</given-names></name> <name><surname>Yahav</surname> <given-names>S</given-names></name> <name><surname>de Basilio</surname> <given-names>V</given-names></name> <name><surname>Gourdine</surname> <given-names>JL</given-names></name> <name><surname>Collier</surname> <given-names>RJ</given-names></name></person-group>. <article-title>Adaptation to hot climate and strategies to alleviate heat stress in livestock production</article-title>. <source>Animal.</source> (<year>2012</year>) <volume>6</volume>:<fpage>707</fpage>&#x02013;<lpage>28</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731111002448</pub-id><pub-id pub-id-type="pmid">22558920</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Le Roy</surname> <given-names>P</given-names></name> <name><surname>Ducos</surname> <given-names>A</given-names></name> <name><surname>Phocas</surname> <given-names>F</given-names></name></person-group>. <article-title>What performance for tomorrow&#x00027;s animals?</article-title> <source>INRA Prod Anim.</source> (<year>2019</year>) <volume>32</volume>:<fpage>233</fpage>&#x02013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.20870/productions-animales.2019.32.2.2466</pub-id></citation>
</ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Kerdoncuff</surname> <given-names>M</given-names></name> <name><surname>Anais</surname> <given-names>C</given-names></name> <name><surname>Gourdine</surname> <given-names>JL</given-names></name></person-group>. <article-title>Effect of temperature level on thermal acclimation in large white growing pigs</article-title>. <source>Animal.</source> (<year>2008</year>) <volume>2</volume>:<fpage>1619</fpage>&#x02013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731108002814</pub-id><pub-id pub-id-type="pmid">22444013</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dou</surname> <given-names>S</given-names></name> <name><surname>Villa-Vialaneix</surname> <given-names>N</given-names></name> <name><surname>Liaubet</surname> <given-names>L</given-names></name> <name><surname>Billon</surname> <given-names>Y</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Gilbert</surname> <given-names>H</given-names></name> <etal/></person-group>. (NMR)-N-1H-Based metabolomic profiling method to develop plasma biomarkers for sensitivity to chronic heat stress in growing pigs. <source>PLoS ONE.</source> (<year>2017</year>) <volume>12</volume>:<fpage>e0188469</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0188469</pub-id><pub-id pub-id-type="pmid">29176781</pub-id></citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sejian</surname> <given-names>V</given-names></name> <name><surname>Bhatta</surname> <given-names>R</given-names></name> <name><surname>Gaughan</surname> <given-names>J</given-names></name> <name><surname>Dunshea</surname> <given-names>F</given-names></name> <name><surname>Lacetera</surname> <given-names>N</given-names></name></person-group>. <article-title>Review: adaptation of animals to heat stress</article-title>. <source>Animal.</source> (<year>2018</year>) <volume>12</volume>:<fpage>S431</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731118001945</pub-id><pub-id pub-id-type="pmid">30139399</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morm&#x000E8;de</surname> <given-names>P</given-names></name> <name><surname>Foury</surname> <given-names>A</given-names></name> <name><surname>Terenina</surname> <given-names>E</given-names></name> <name><surname>Knap</surname> <given-names>PW</given-names></name></person-group>. <article-title>Breeding for robustness: the role of cortisol</article-title>. <source>Animal</source>. (<year>2011</year>) <volume>5</volume>:<fpage>651</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731110002168</pub-id><pub-id pub-id-type="pmid">22439987</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ruis</surname> <given-names>M</given-names></name> <name><surname>Brake</surname> <given-names>J</given-names></name> <name><surname>Engel</surname> <given-names>B</given-names></name> <name><surname>Ekkel</surname> <given-names>E</given-names></name> <name><surname>Buist</surname> <given-names>W</given-names></name> <name><surname>Blokhuis</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>The circadian rhythm of salivary cortisol in growing pigs: effects of age, gender, and stress</article-title>. <source>Physiol Behav.</source> (<year>1997</year>) <volume>62</volume>:<fpage>623</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1016/S0031-9384(97)00177-7</pub-id><pub-id pub-id-type="pmid">9272674</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hillmann</surname> <given-names>E</given-names></name> <name><surname>Schrader</surname> <given-names>L</given-names></name> <name><surname>Mayer</surname> <given-names>C</given-names></name> <name><surname>Gygax</surname> <given-names>L</given-names></name></person-group>. <article-title>Effects of weight, temperature and behaviour on the circadian rhythm of salivary cortisol in growing pigs</article-title>. <source>Animal.</source> (<year>2008</year>) <volume>2</volume>:<fpage>405</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731107001279</pub-id><pub-id pub-id-type="pmid">22445043</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cook</surname> <given-names>N</given-names></name> <name><surname>Schaefer</surname> <given-names>A</given-names></name> <name><surname>Lepage</surname> <given-names>P</given-names></name> <name><surname>Jones</surname> <given-names>S</given-names></name></person-group>. <article-title>Salivary vs serum cortisol for the assessment of adrenal activity in swine</article-title>. <source>Can J Anim Sci.</source> (<year>1996</year>) <volume>76</volume>:<fpage>329</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.4141/cjas96-049</pub-id></citation>
</ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Todini</surname> <given-names>L</given-names></name></person-group>. <article-title>Thyroid hormones in small ruminants: effects of endogenous environmental and nutritional factors</article-title>. <source>Animal.</source> (<year>2007</year>) <volume>1</volume>:<fpage>997</fpage>&#x02013;<lpage>1008</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731107000262</pub-id><pub-id pub-id-type="pmid">22444802</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Silva</surname> <given-names>J</given-names></name></person-group>. <article-title>Thermogenic mechanisms and their hormonal regulation</article-title>. <source>Physiol Rev.</source> (<year>2006</year>) <volume>86</volume>:<fpage>435</fpage>&#x02013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1152/physrev.00009.2005</pub-id><pub-id pub-id-type="pmid">16601266</pub-id></citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernandez</surname> <given-names>M</given-names></name> <name><surname>Stoakes</surname> <given-names>S</given-names></name> <name><surname>Abuajamieh</surname> <given-names>M</given-names></name> <name><surname>Seibert</surname> <given-names>J</given-names></name> <name><surname>Johnson</surname> <given-names>J</given-names></name> <name><surname>Horst</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Heat stress increases insulin sensitivity in pigs</article-title>. <source>Physiol Rep.</source> (<year>2015</year>) 3e12478. <pub-id pub-id-type="doi">10.14814/phy2.12478</pub-id><pub-id pub-id-type="pmid">26243213</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Serviento</surname> <given-names>A</given-names></name> <name><surname>Labussiere</surname> <given-names>E</given-names></name> <name><surname>Castex</surname> <given-names>M</given-names></name> <name><surname>Renaudeau</surname> <given-names>D</given-names></name></person-group>. <article-title>Effect of heat stress and feeding management on growth performance and physiological responses of finishing pigs</article-title>. <source>J Anim Sci.</source> (<year>2020</year>) <volume>98</volume>:<fpage>skaa387</fpage>. <pub-id pub-id-type="doi">10.1093/jas/skaa387</pub-id><pub-id pub-id-type="pmid">33277651</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pearce</surname> <given-names>S</given-names></name> <name><surname>Gabler</surname> <given-names>N</given-names></name> <name><surname>Ross</surname> <given-names>J</given-names></name> <name><surname>Escobar</surname> <given-names>J</given-names></name> <name><surname>Patience</surname> <given-names>J</given-names></name> <name><surname>Rhoads</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>The effects of heat stress and plane of nutrition on metabolism in growing pigs</article-title>. <source>J Anim Sci.</source> (<year>2013</year>) <volume>91</volume>:<fpage>2108</fpage>&#x02013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2012-5738</pub-id><pub-id pub-id-type="pmid">23463563</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fernandez</surname> <given-names>M</given-names></name> <name><surname>Johnson</surname> <given-names>J</given-names></name> <name><surname>Abuajamieh</surname> <given-names>M</given-names></name> <name><surname>Stoakes</surname> <given-names>S</given-names></name> <name><surname>Seibert</surname> <given-names>J</given-names></name> <name><surname>Cox</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Effects of heat stress on carbohydrate and lipid metabolism in growing pigs</article-title>. <source>Physiol Rep.</source> (<year>2015</year>) <volume>3</volume>:<fpage>e12315</fpage>. <pub-id pub-id-type="doi">10.14814/phy2.12315</pub-id><pub-id pub-id-type="pmid">25716927</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>G</given-names></name> <name><surname>Ali</surname> <given-names>I</given-names></name> <name><surname>Currie</surname> <given-names>R</given-names></name></person-group>. <article-title>Insulin induces myocardial protection and Hsp70 localization to plasma membranes in rat hearts</article-title>. <source>Am J Physiol Heart Circ Physiol.</source> (<year>2006</year>) <volume>291</volume>:<fpage>H1709</fpage>&#x02013;<lpage>21</lpage>. <pub-id pub-id-type="doi">10.1152/ajpheart.00201.2006</pub-id><pub-id pub-id-type="pmid">16731649</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cervantes</surname> <given-names>M</given-names></name> <name><surname>Cota</surname> <given-names>M</given-names></name> <name><surname>Arce</surname> <given-names>N</given-names></name> <name><surname>Castillo</surname> <given-names>G</given-names></name> <name><surname>Avelar</surname> <given-names>E</given-names></name> <name><surname>Espinoza</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Effect of heat stress on performance and expression of selected amino acid and glucose transporters, HSP90, leptin and ghrelin in growing pigs</article-title>. <source>J Therm Biol.</source> (<year>2016</year>) <volume>59</volume>:<fpage>69</fpage>&#x02013;<lpage>76</lpage>. <pub-id pub-id-type="doi">10.1016/j.jtherbio.2016.04.014</pub-id><pub-id pub-id-type="pmid">27264891</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morales</surname> <given-names>A</given-names></name> <name><surname>Grageola</surname> <given-names>F</given-names></name> <name><surname>Garcia</surname> <given-names>H</given-names></name> <name><surname>Arce</surname> <given-names>N</given-names></name> <name><surname>Araiza</surname> <given-names>B</given-names></name> <name><surname>Yanez</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Performance, serum amino acid concentrations and expression of selected genes in pair-fed growing pigs exposed to high ambient temperatures</article-title>. <source>J Anim Physiol Anim Nutr.</source> (<year>2014</year>) <volume>98</volume>:<fpage>928</fpage>&#x02013;<lpage>35</lpage>. <pub-id pub-id-type="doi">10.1111/jpn.12161</pub-id><pub-id pub-id-type="pmid">24393083</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Misztal</surname> <given-names>I</given-names></name></person-group>. <article-title>Breeding and genetics symposium: resilience and lessons from studies in genetics of heat stress</article-title>. <source>J Anim Sci.</source> (<year>2017</year>) <volume>95</volume>:<fpage>1780</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2527/jas2016.0953</pub-id><pub-id pub-id-type="pmid">28464095</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Berghof</surname> <given-names>TVL</given-names></name> <name><surname>Poppe</surname> <given-names>M</given-names></name> <name><surname>Mulder</surname> <given-names>HA</given-names></name></person-group>. <article-title>Opportunities to improve resilience in animal breeding programs</article-title>. <source>Front Genet.</source> (<year>2019</year>) <volume>9</volume>:<fpage>692</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2018.00692</pub-id><pub-id pub-id-type="pmid">30693014</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Santos</surname> <given-names>LSD</given-names></name> <name><surname>Pomar</surname> <given-names>C</given-names></name> <name><surname>Campos</surname> <given-names>PHRF</given-names></name> <name><surname>da Silva</surname> <given-names>WC</given-names></name> <name><surname>Gobi</surname> <given-names>JDP</given-names></name> <name><surname>Veira</surname> <given-names>AM</given-names></name> <etal/></person-group>. <article-title>Precision feeding strategy for growing pigs under heat stress conditions</article-title>. <source>J Anim Sci.</source> (<year>2018</year>) <volume>96</volume>:<fpage>4789</fpage>&#x02013;<lpage>801</lpage>. <pub-id pub-id-type="doi">10.1093/jas/sky343</pub-id><pub-id pub-id-type="pmid">30137332</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Quiniou</surname> <given-names>N</given-names></name> <name><surname>Dubois</surname> <given-names>S</given-names></name> <name><surname>Noblet</surname> <given-names>J</given-names></name></person-group>. <article-title>Voluntary feed intake and feeding behaviour of group-housed growing pigs are affected by ambient temperature and body weight</article-title>. <source>Livest Prod Sci.</source> (<year>2000</year>) <volume>63</volume>:<fpage>245</fpage>&#x02013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1016/S0301-6226(99)00135-9</pub-id></citation>
</ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Silou</surname> <given-names>F</given-names></name> <name><surname>Weisbecker</surname> <given-names>J</given-names></name></person-group>. <article-title>Effect of breed (lean or fat pigs) and sex on performance and feeding behaviour of group housed growing pigs in a tropical climate</article-title>. <source>Asian Australas J Anim Sci.</source> (<year>2006</year>) <volume>19</volume>:<fpage>593</fpage>&#x02013;<lpage>600</lpage>. <pub-id pub-id-type="doi">10.5713/ajas.2006.593</pub-id></citation>
</ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nienaber</surname> <given-names>J</given-names></name> <name><surname>Hahn</surname> <given-names>G</given-names></name> <name><surname>McDonald</surname> <given-names>T</given-names></name> <name><surname>Korthals</surname> <given-names>R</given-names></name></person-group>. <article-title>Feeding patterns and swine performance in hot environments</article-title>. <source>Trans ASAE.</source> (<year>1996</year>) <volume>39</volume>:<fpage>195</fpage>&#x02013;<lpage>202</lpage>. <pub-id pub-id-type="doi">10.13031/2013.27498</pub-id></citation>
</ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bernabucci</surname> <given-names>U</given-names></name> <name><surname>Biffani</surname> <given-names>S</given-names></name> <name><surname>Buggiotti</surname> <given-names>L</given-names></name> <name><surname>Vitali</surname> <given-names>A</given-names></name> <name><surname>Lacetera</surname> <given-names>N</given-names></name> <name><surname>Nardone</surname> <given-names>A</given-names></name></person-group>. <article-title>The effects of heat stress in Italian Holstein dairy cattle</article-title>. <source>J Dairy Sci.</source> (<year>2014</year>) <volume>97</volume>:<fpage>471</fpage>&#x02013;<lpage>86</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2013-6611</pub-id><pub-id pub-id-type="pmid">24210494</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Caraba&#x000F1;o</surname> <given-names>MJ</given-names></name> <name><surname>Pineda-Quiroga</surname> <given-names>C</given-names></name> <name><surname>Ugarte</surname> <given-names>E</given-names></name> <name><surname>Diaz</surname> <given-names>C</given-names></name> <name><surname>Ramon</surname> <given-names>M</given-names></name></person-group>. <article-title>Genetic basis of thermotolerance in 2 local dairy sheep populations in the Iberian Peninsula</article-title>. <source>J Dairy Sci.</source> (<year>2021</year>) <volume>104</volume>:<fpage>5755</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2020-19503</pub-id><pub-id pub-id-type="pmid">33612212</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Black</surname> <given-names>J</given-names></name> <name><surname>Mullan</surname> <given-names>B</given-names></name> <name><surname>Lorschy</surname> <given-names>M</given-names></name> <name><surname>Giles</surname> <given-names>L</given-names></name></person-group>. <article-title>Lactation in the sow during heat-stress</article-title>. <source>Livest Prod Sci.</source> (<year>1993</year>) <volume>35</volume>:<fpage>153</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1016/0301-6226(93)90188-N</pub-id></citation>
</ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gourdine</surname> <given-names>JL</given-names></name> <name><surname>Bidanel</surname> <given-names>JP</given-names></name> <name><surname>Noblet</surname> <given-names>J</given-names></name> <name><surname>Renaudeau</surname> <given-names>D</given-names></name></person-group>. <article-title>Rectal temperature of lactating sows in a tropical humid climate according to breed, parity and season</article-title>. <source>Asian Australas J Anim Sci.</source> (<year>2007</year>) <volume>20</volume>:<fpage>832</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.5713/ajas.2007.832</pub-id></citation>
</ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Williams</surname> <given-names>AM</given-names></name> <name><surname>Safranski</surname> <given-names>TJ</given-names></name> <name><surname>Spiers</surname> <given-names>DE</given-names></name> <name><surname>Eichen</surname> <given-names>PA</given-names></name> <name><surname>Coate</surname> <given-names>EA</given-names></name> <name><surname>Lucy</surname> <given-names>MC</given-names></name></person-group>. <article-title>Effects of a controlled heat stress during late gestation, lactation, and after weaning on thermoregulation, metabolism, and reproduction of primiparous sows</article-title>. <source>J Anim Sci.</source> (<year>2013</year>) <volume>91</volume>:<fpage>2700</fpage>&#x02013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2012-6055</pub-id><pub-id pub-id-type="pmid">23508026</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burrow</surname> <given-names>H</given-names></name> <name><surname>Prayaga</surname> <given-names>K</given-names></name></person-group>. <article-title>Correlated responses in productive and adaptive traits and temperament following selection for growth and heat resistance in tropical beef cattle</article-title>. <source>Livest Prod Sci.</source> (<year>2004</year>) <volume>86</volume>:<fpage>143</fpage>&#x02013;<lpage>61</lpage>. <pub-id pub-id-type="doi">10.1016/j.livprodsci.2003.06.001</pub-id></citation>
</ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hayes</surname> <given-names>BJ</given-names></name> <name><surname>Bowman</surname> <given-names>PJ</given-names></name> <name><surname>Chamberlain</surname> <given-names>AJ</given-names></name> <name><surname>Savin</surname> <given-names>K</given-names></name> <name><surname>van Tassell</surname> <given-names>CP</given-names></name> <name><surname>Sonstegard</surname> <given-names>TS</given-names></name> <etal/></person-group>. <article-title>A validated genome wide association study to breed cattle adapted to an environment altered by climate change</article-title>. <source>PLoS ONE.</source> (<year>2009</year>) <volume>4</volume>:<fpage>e6676</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0006676</pub-id><pub-id pub-id-type="pmid">19688089</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mignon-Grasteau</surname> <given-names>S</given-names></name> <name><surname>Moreri</surname> <given-names>U</given-names></name> <name><surname>Narcy</surname> <given-names>A</given-names></name> <name><surname>Rousseau</surname> <given-names>X</given-names></name> <name><surname>Rodenburg</surname> <given-names>TB</given-names></name> <name><surname>Tixier-Boichard</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Robustness to chronic heat stress in laying hens: a meta-analysis</article-title>. <source>Poult Sci.</source> (<year>2015</year>) <volume>94</volume>:<fpage>586</fpage>&#x02013;<lpage>600</lpage>. <pub-id pub-id-type="doi">10.3382/ps/pev028</pub-id><pub-id pub-id-type="pmid">25717084</pub-id></citation></ref>
<ref id="B64">
<label>64.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bloemhof</surname> <given-names>S</given-names></name> <name><surname>van der Waaij</surname> <given-names>EH</given-names></name> <name><surname>Merks</surname> <given-names>JWM</given-names></name> <name><surname>Knol</surname> <given-names>EF</given-names></name></person-group>. <article-title>Sow line differences in heat stress tolerance expressed in reproductive performance traits</article-title>. <source>J Anim Sci.</source> (<year>2008</year>) <volume>86</volume>:<fpage>3330</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2008-0862</pub-id><pub-id pub-id-type="pmid">18708608</pub-id></citation></ref>
<ref id="B65">
<label>65.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bloemhof</surname> <given-names>S</given-names></name> <name><surname>Mathur</surname> <given-names>PK</given-names></name> <name><surname>Knol</surname> <given-names>EF</given-names></name> <name><surname>van der Waaij</surname> <given-names>EH</given-names></name></person-group>. <article-title>Effect of daily environmental temperature on farrowing rate and total born in dam line sows</article-title>. <source>J Anim Sci.</source> (<year>2013</year>) <volume>91</volume>:<fpage>2667</fpage>&#x02013;<lpage>79</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2012-5902</pub-id><pub-id pub-id-type="pmid">23482580</pub-id></citation></ref>
<ref id="B66">
<label>66.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tiezzi</surname> <given-names>F</given-names></name> <name><surname>Brito</surname> <given-names>LF</given-names></name> <name><surname>Howard</surname> <given-names>J</given-names></name> <name><surname>Huang</surname> <given-names>YJ</given-names></name> <name><surname>Gray</surname> <given-names>K</given-names></name> <name><surname>Schwab</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Genomics of heat tolerance in reproductive performance investigated in four independent maternal lines of pigs</article-title>. <source>Front Genet.</source> (<year>2020</year>) <volume>11</volume>:<fpage>629</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2020.00629</pub-id><pub-id pub-id-type="pmid">32695139</pub-id></citation></ref>
<ref id="B67">
<label>67.</label>
<citation citation-type="book"><person-group person-group-type="author"><collab>FAO</collab></person-group>. <source>Status and Trends of Animal Genetic Resources-&#x02212;2018 Intergovernmental Technical Working Group on Animal Genetic Resources for Food and Agriculture</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>FAO</publisher-name> (<year>2018</year>).</citation>
</ref>
<ref id="B68">
<label>68.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hoffmann</surname> <given-names>I</given-names></name></person-group>. <article-title>Climate change and the characterization, breeding and conservation of animal genetic resources</article-title>. <source>Anim Genet.</source> (<year>2010</year>) <volume>41</volume>:<fpage>32</fpage>&#x02013;<lpage>46</lpage>. <pub-id pub-id-type="doi">10.1111/j.1365-2052.2010.02043.x</pub-id><pub-id pub-id-type="pmid">20500754</pub-id></citation></ref>
<ref id="B69">
<label>69.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gourdine</surname> <given-names>J-L</given-names></name> <name><surname>Bambou</surname> <given-names>JC</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Loranger-Merciris</surname> <given-names>G</given-names></name> <name><surname>Archimede</surname> <given-names>H</given-names></name></person-group>. <article-title>Performance of growing pigs reared indoors or outdoors in sweet-potato fields</article-title>. <source>Rev Elev Med Vet Pays Trop.</source> (<year>2018</year>) <volume>71</volume>:<fpage>41</fpage>&#x02013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.19182/remvt.31347</pub-id></citation>
</ref>
<ref id="B70">
<label>70.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name></person-group>. <article-title>Effects of short-term exposure to high ambient temperature and relative humidity on thermoregulatory responses of European (large white) and caribbean (creole) restrictively-fed growing pigs</article-title>. <source>Anim Res.</source> (<year>2005</year>) <volume>54</volume>:<fpage>81</fpage>&#x02013;<lpage>93</lpage>. <pub-id pub-id-type="doi">10.1051/animres:2005005</pub-id></citation>
</ref>
<ref id="B71">
<label>71.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>D&#x000E9;saut&#x000E9;s</surname> <given-names>C</given-names></name> <name><surname>Sarrieau</surname> <given-names>A</given-names></name> <name><surname>Caritez</surname> <given-names>JC</given-names></name> <name><surname>Morm&#x000E8;de</surname> <given-names>P</given-names></name></person-group>. <article-title>Behavior and pituitary-adrenal function in large white and Meishan pigs</article-title>. <source>Domest Anim Endocrinol.</source> (<year>1999</year>) <volume>16</volume>:<fpage>193</fpage>&#x02013;<lpage>205</lpage>. <pub-id pub-id-type="doi">10.1016/S0739-7240(99)00014-4</pub-id><pub-id pub-id-type="pmid">10370859</pub-id></citation></ref>
<ref id="B72">
<label>72.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Foury</surname> <given-names>A</given-names></name> <name><surname>Geverink</surname> <given-names>NA</given-names></name> <name><surname>Gil</surname> <given-names>M</given-names></name> <name><surname>Gispert</surname> <given-names>M</given-names></name> <name><surname>Hortos</surname> <given-names>M</given-names></name> <name><surname>Furnols</surname> <given-names>MF</given-names></name> <etal/></person-group>. <article-title>Stress neuroendocrine profiles in five pig breeding lines and the relationship with carcass composition</article-title>. <source>Animal</source>. (<year>2007</year>) <volume>1</volume>:<fpage>973</fpage>&#x02013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731107000249</pub-id><pub-id pub-id-type="pmid">22444799</pub-id></citation></ref>
<ref id="B73">
<label>73.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cross</surname> <given-names>AJ</given-names></name> <name><surname>Keel</surname> <given-names>BN</given-names></name> <name><surname>Brown-Brandl</surname> <given-names>TM</given-names></name> <name><surname>Cassady</surname> <given-names>JP</given-names></name> <name><surname>Rohrer</surname> <given-names>GA</given-names></name></person-group>. <article-title>Genome-wide association of changes in swine feeding behaviour due to heat stress</article-title>. <source>Genet Sel Evol.</source> (<year>2018</year>) <volume>50</volume>:<fpage>11</fpage>. <pub-id pub-id-type="doi">10.1186/s12711-018-0382-1</pub-id><pub-id pub-id-type="pmid">29573750</pub-id></citation></ref>
<ref id="B74">
<label>74.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rose</surname> <given-names>R</given-names></name> <name><surname>Gilbert</surname> <given-names>H</given-names></name> <name><surname>Loyau</surname> <given-names>T</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Billon</surname> <given-names>Y</given-names></name> <name><surname>Riquet</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Interactions between sire family and production environment (temperate vs. tropical) on performance and thermoregulation responses in growing pigs</article-title>. <source>J Anim Sci.</source> (<year>2017</year>) <volume>95</volume>:<fpage>4738</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.2527/jas2017.1611</pub-id><pub-id pub-id-type="pmid">29293699</pub-id></citation></ref>
<ref id="B75">
<label>75.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Luo</surname> <given-names>H</given-names></name> <name><surname>Brito</surname> <given-names>LF</given-names></name> <name><surname>Li</surname> <given-names>X</given-names></name> <name><surname>Su</surname> <given-names>G</given-names></name> <name><surname>Dou</surname> <given-names>J</given-names></name> <name><surname>Xu</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Genetic parameters for rectal temperature, respiration rate, and drooling score in holstein cattle and their relationships with various fertility, production, body conformation, and health traits</article-title>. <source>J Dairy Sci.</source> (<year>2021</year>) <volume>104</volume>:<fpage>4390</fpage>&#x02013;<lpage>403</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2020-19192</pub-id><pub-id pub-id-type="pmid">33685707</pub-id></citation></ref>
<ref id="B76">
<label>76.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Davila</surname> <given-names>KMS</given-names></name> <name><surname>Hamblen</surname> <given-names>H</given-names></name> <name><surname>Hansen</surname> <given-names>PJ</given-names></name> <name><surname>Dikmen</surname> <given-names>S</given-names></name> <name><surname>Oltenacu</surname> <given-names>PA</given-names></name> <name><surname>Mateescu</surname> <given-names>RG</given-names></name></person-group>. <article-title>Genetic parameters for hair characteristics and core body temperature in a multibreed brahman-angus herd</article-title>. <source>J Anim Sci.</source> (<year>2019</year>) <volume>97</volume>:<fpage>3246</fpage>&#x02013;<lpage>52</lpage>. <pub-id pub-id-type="doi">10.1093/jas/skz188</pub-id><pub-id pub-id-type="pmid">31214688</pub-id></citation></ref>
<ref id="B77">
<label>77.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riley</surname> <given-names>DG</given-names></name> <name><surname>Chase CC</surname> <given-names>Jr</given-names></name> <name><surname>Coleman</surname> <given-names>SW</given-names></name> <name><surname>Olson</surname> <given-names>TA</given-names></name></person-group>. <article-title>Genetic assessment of rectal temperature and coat score in Brahman, Angus, and Romosinuano crossbred and straightbred cows and calves under subtropical summer conditions</article-title>. <source>Livest Sci.</source> (<year>2012</year>) <volume>148</volume>:<fpage>109</fpage>&#x02013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1016/j.livsci.2012.05.017</pub-id></citation>
</ref>
<ref id="B78">
<label>78.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Varona</surname> <given-names>L</given-names></name> <name><surname>Casellas</surname> <given-names>J</given-names></name> <name><surname>Piedrafita</surname> <given-names>J</given-names></name> <name><surname>Sanchez</surname> <given-names>A</given-names></name> <name><surname>Garcia-Casado</surname> <given-names>P</given-names></name> <name><surname>Arque</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Bayes factor analysis for the genetic background of physiological and vitality variables of F-2 iberian x meishan newborn piglets</article-title>. <source>J Anim Sci.</source> (<year>2005</year>) <volume>83</volume>:<fpage>334</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2527/2005.832334x</pub-id><pub-id pub-id-type="pmid">15644504</pub-id></citation></ref>
<ref id="B79">
<label>79.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gourdine</surname> <given-names>J-L</given-names></name> <name><surname>Riquet</surname> <given-names>J</given-names></name> <name><surname>Rose</surname> <given-names>R</given-names></name> <name><surname>Poullet</surname> <given-names>N</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <name><surname>Billon</surname> <given-names>Y</given-names></name> <etal/></person-group>. <article-title>Genotype by environment interactions for performance and thermoregulation responses in growing pigs</article-title>. <source>J Anim Sci.</source> (<year>2019</year>) <volume>97</volume>:<fpage>3699</fpage>&#x02013;<lpage>713</lpage>. <pub-id pub-id-type="doi">10.1093/jas/skz245</pub-id><pub-id pub-id-type="pmid">31351442</pub-id></citation></ref>
<ref id="B80">
<label>80.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kim</surname> <given-names>K-S</given-names></name> <name><surname>Seibert</surname> <given-names>JT</given-names></name> <name><surname>Edea</surname> <given-names>Z</given-names></name> <name><surname>Graves</surname> <given-names>KL</given-names></name> <name><surname>Kim</surname> <given-names>E-S</given-names></name> <name><surname>Keating</surname> <given-names>AF</given-names></name> <etal/></person-group>. <article-title>Characterization of the acute heat stress response in gilts: III. Genome-wide association studies of thermotolerance traits in pigs</article-title>. <source>J Anim Sci.</source> (<year>2018</year>) <volume>96</volume>:<fpage>2074</fpage>&#x02013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1093/jas/sky131</pub-id><pub-id pub-id-type="pmid">29669012</pub-id></citation></ref>
<ref id="B81">
<label>81.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Morris</surname> <given-names>C</given-names></name> <name><surname>Jones</surname> <given-names>K</given-names></name> <name><surname>Wilson</surname> <given-names>J</given-names></name></person-group>. <article-title>Heritability of rectal temperature and relationships with growth in young cattle in a temperate climate</article-title>. <source>N Z J Agric Res.</source> (<year>1989</year>) <volume>32</volume>:<fpage>375</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1080/00288233.1989.10421755</pub-id></citation>
</ref>
<ref id="B82">
<label>82.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lemos</surname> <given-names>A</given-names></name> <name><surname>Lobo</surname> <given-names>R</given-names></name></person-group>. <article-title>Effects of environment and heredity on the rectal temperature of pitangueiras cattle</article-title>. <source>Rev Bras Genet.</source> (<year>1990</year>) <volume>13</volume>:<fpage>777</fpage>&#x02013;<lpage>88</lpage>.</citation>
</ref>
<ref id="B83">
<label>83.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mackinnon</surname> <given-names>M</given-names></name> <name><surname>Meyer</surname> <given-names>K</given-names></name> <name><surname>Hetzel</surname> <given-names>D</given-names></name></person-group>. <article-title>Genetic-variation and covariation for growth, parasite resistance and heat tolerance in tropical cattle</article-title>. <source>Livest Prod Sci.</source> (<year>1991</year>) <volume>27</volume>:<fpage>105</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.1016/0301-6226(91)90090-D</pub-id></citation>
</ref>
<ref id="B84">
<label>84.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Burrow</surname> <given-names>H</given-names></name></person-group>. <article-title>Variances and covariances between productive and adaptive traits and temperament in a composite breed of tropical beef cattle</article-title>. <source>Livest Prod Sci.</source> (<year>2001</year>) <volume>70</volume>:<fpage>213</fpage>&#x02013;<lpage>33</lpage>. <pub-id pub-id-type="doi">10.1016/S0301-6226(01)00178-6</pub-id></citation>
</ref>
<ref id="B85">
<label>85.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Prayaga</surname> <given-names>K</given-names></name> <name><surname>Corbet</surname> <given-names>N</given-names></name> <name><surname>Johnston</surname> <given-names>D</given-names></name> <name><surname>Wolcott</surname> <given-names>M</given-names></name> <name><surname>Fordyce</surname> <given-names>G</given-names></name> <name><surname>Burrow</surname> <given-names>H</given-names></name></person-group>. <article-title>Genetics of adaptive traits in heifers and their relationship to growth, pubertal and carcass traits in two tropical beef cattle genotypes</article-title>. <source>Anim Prod Sci.</source> (<year>2009</year>) <volume>49</volume>:<fpage>413</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1071/EA08247</pub-id><pub-id pub-id-type="pmid">28948418</pub-id></citation></ref>
<ref id="B86">
<label>86.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dikmen</surname> <given-names>S</given-names></name> <name><surname>Cole</surname> <given-names>J</given-names></name> <name><surname>Null</surname> <given-names>D</given-names></name> <name><surname>Hansen</surname> <given-names>P</given-names></name></person-group>. <article-title>Heritability of rectal temperature and genetic correlations with production and reproduction traits in dairy cattle</article-title>. <source>J Dairy Sci.</source> (<year>2012</year>) <volume>95</volume>:<fpage>3401</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2011-4306</pub-id><pub-id pub-id-type="pmid">22612974</pub-id></citation></ref>
<ref id="B87">
<label>87.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Porto-Neto</surname> <given-names>L</given-names></name> <name><surname>Reverter</surname> <given-names>A</given-names></name> <name><surname>Prayaga</surname> <given-names>K</given-names></name> <name><surname>Chan</surname> <given-names>E</given-names></name> <name><surname>Johnston</surname> <given-names>D</given-names></name> <name><surname>Hawken</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>The genetic architecture of climatic adaptation of tropical cattle</article-title>. <source>PLoS ONE.</source> (<year>2014</year>) <volume>9</volume>:<fpage>e0113284</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0113284</pub-id><pub-id pub-id-type="pmid">25419663</pub-id></citation></ref>
<ref id="B88">
<label>88.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hansen</surname> <given-names>P</given-names></name></person-group>. <article-title>Prospects for gene introgression or gene editing as a strategy for reduction of the impact of heat stress on production and reproduction in cattle</article-title>. <source>Theriogenology.</source> (<year>2020</year>) <volume>154</volume>:<fpage>190</fpage>&#x02013;<lpage>202</lpage>. <pub-id pub-id-type="doi">10.1016/j.theriogenology.2020.05.010</pub-id><pub-id pub-id-type="pmid">32622199</pub-id></citation></ref>
<ref id="B89">
<label>89.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Otto</surname> <given-names>P</given-names></name> <name><surname>Guimaraes</surname> <given-names>S</given-names></name> <name><surname>Verardo</surname> <given-names>L</given-names></name> <name><surname>Azevedo</surname> <given-names>A</given-names></name> <name><surname>Vandenplas</surname> <given-names>J</given-names></name> <name><surname>Sevillano</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Genome-wide association studies for heat stress response in <italic>Bos taurus</italic> x <italic>Bos indicus</italic> crossbred cattle</article-title>. <source>J DAIRY Sci.</source> (<year>2019</year>) <volume>102</volume>:<fpage>8148</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2018-15305</pub-id><pub-id pub-id-type="pmid">31279558</pub-id></citation></ref>
<ref id="B90">
<label>90.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taouis</surname> <given-names>M</given-names></name> <name><surname>Basilio</surname> <given-names>V</given-names></name> <name><surname>Grasteau</surname> <given-names>S</given-names></name> <name><surname>Crochet</surname> <given-names>S</given-names></name> <name><surname>Bouchot</surname> <given-names>C</given-names></name> <name><surname>Bigot</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Early-age thermal conditioning reduces uncoupling protein messenger RNA expression in pectoral muscle of broiler chicks at seven days of age</article-title>. <source>Poult Sci.</source> (<year>2002</year>) <volume>81</volume>:<fpage>1640</fpage>&#x02013;<lpage>3</lpage>. <pub-id pub-id-type="doi">10.1093/ps/81.11.1640</pub-id><pub-id pub-id-type="pmid">12455589</pub-id></citation></ref>
<ref id="B91">
<label>91.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Van Goor</surname> <given-names>A</given-names></name> <name><surname>Bolek</surname> <given-names>K</given-names></name> <name><surname>Ashwell</surname> <given-names>C</given-names></name> <name><surname>Persia</surname> <given-names>M</given-names></name> <name><surname>Rothschild</surname> <given-names>M</given-names></name> <name><surname>Schmidt</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Identification of quantitative trait loci for body temperature, body weight, breast yield, and digestibility in an advanced intercross line of chickens under heat stress</article-title>. <source>Genet Sel Evol.</source> (<year>2015</year>) <volume>47</volume>:<fpage>96</fpage>. <pub-id pub-id-type="doi">10.1186/s12711-015-0176-7</pub-id><pub-id pub-id-type="pmid">26681307</pub-id></citation></ref>
<ref id="B92">
<label>92.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kaushik</surname> <given-names>R</given-names></name> <name><surname>Goel</surname> <given-names>A</given-names></name> <name><surname>Rout</surname> <given-names>PK</given-names></name></person-group>. <article-title>Establishing the genetic variation in physiological response in response to heat stress in semi-arid region in jamunapari goats</article-title>. <source>Biol Rhythm Res.</source> (<year>2020</year>) <volume>51</volume>:<fpage>1</fpage>&#x02013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1080/09291016.2018.1499218</pub-id></citation>
</ref>
<ref id="B93">
<label>93.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Larzul</surname> <given-names>C</given-names></name> <name><surname>Terenina</surname> <given-names>E</given-names></name> <name><surname>Foury</surname> <given-names>A</given-names></name> <name><surname>Billon</surname> <given-names>Y</given-names></name> <name><surname>Louveau</surname> <given-names>I</given-names></name> <name><surname>Merlot</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>The cortisol response to ACTH in pigs, heritability and influence of corticosteroid-binding globulin</article-title>. <source>Animal</source>. (<year>2015</year>) <volume>9</volume>:<fpage>1929</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731115001767</pub-id><pub-id pub-id-type="pmid">26302113</pub-id></citation></ref>
<ref id="B94">
<label>94.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Oikonomou</surname> <given-names>G</given-names></name> <name><surname>Valergakis</surname> <given-names>GE</given-names></name> <name><surname>Arsenos</surname> <given-names>G</given-names></name> <name><surname>Roubies</surname> <given-names>N</given-names></name> <name><surname>Banos</surname> <given-names>G</given-names></name></person-group>. <article-title>Genetic profile of body energy and blood metabolic traits across lactation in primiparous holstein cows</article-title>. <source>J Dairy Sci.</source> (<year>2008</year>) <volume>91</volume>:<fpage>2814</fpage>&#x02013;<lpage>22</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2007-0965</pub-id><pub-id pub-id-type="pmid">18565939</pub-id></citation></ref>
<ref id="B95">
<label>95.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Benedet</surname> <given-names>A</given-names></name> <name><surname>Costa</surname> <given-names>A</given-names></name> <name><surname>De Marchi</surname> <given-names>M</given-names></name> <name><surname>Penasa</surname> <given-names>M</given-names></name></person-group>. <article-title>Heritability estimates of predicted blood &#x003B2;-hydroxybutyrate and nonesterified fatty acids and relationships with milk traits in early-lactation holstein cows</article-title>. <source>J Dairy Sci.</source> (<year>2020</year>) <volume>103</volume>:<fpage>6354</fpage>&#x02013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.3168/jds.2019-17916</pub-id><pub-id pub-id-type="pmid">32359995</pub-id></citation></ref>
<ref id="B96">
<label>96.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ortiz-Colon</surname> <given-names>G</given-names></name> <name><surname>Fain</surname> <given-names>S</given-names></name> <name><surname>Pares</surname> <given-names>I</given-names></name> <name><surname>Curbelo-Rodriguez</surname> <given-names>J</given-names></name> <name><surname>Jimenez-Caban</surname> <given-names>E</given-names></name> <name><surname>Pagan-Morales</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Assessing climate vulnerabilities and adaptive strategies for resilient beef and dairy operations in the tropics</article-title>. <source>Clim Change.</source> (<year>2018</year>) <volume>146</volume>:<fpage>47</fpage>&#x02013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1007/s10584-017-2110-1</pub-id></citation>
</ref>
<ref id="B97">
<label>97.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Galal</surname> <given-names>A</given-names></name> <name><surname>Radwan</surname> <given-names>L</given-names></name> <name><surname>Rezik</surname> <given-names>H</given-names></name> <name><surname>Ayoub</surname> <given-names>H</given-names></name></person-group>. <article-title>Expression levels of HSP70 and CPT-1 in three local breeds of chickens reared under normal or heat stress conditions after the introduction of the naked neck gene</article-title>. <source>J Therm Biol.</source> (<year>2019</year>) <volume>80</volume>:<fpage>113</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1016/j.jtherbio.2018.12.018</pub-id><pub-id pub-id-type="pmid">30784474</pub-id></citation></ref>
<ref id="B98">
<label>98.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nawab</surname> <given-names>A</given-names></name> <name><surname>Ibtisham</surname> <given-names>F</given-names></name> <name><surname>Li</surname> <given-names>G</given-names></name> <name><surname>Kieser</surname> <given-names>B</given-names></name> <name><surname>Wu</surname> <given-names>J</given-names></name> <name><surname>Liu</surname> <given-names>W</given-names></name> <etal/></person-group>. <article-title>Heat stress in poultry production: mitigation strategies to overcome the future challenges facing the global poultry industry</article-title>. <source>J Therm Biol.</source> (<year>2018</year>) <volume>78</volume>:<fpage>131</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.jtherbio.2018.08.010</pub-id><pub-id pub-id-type="pmid">30509629</pub-id></citation></ref>
<ref id="B99">
<label>99.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Minvielle</surname> <given-names>F</given-names></name> <name><surname>Kayang</surname> <given-names>B</given-names></name> <name><surname>Inoue-Murayama</surname> <given-names>M</given-names></name> <name><surname>Miwa</surname> <given-names>M</given-names></name> <name><surname>Vignal</surname> <given-names>A</given-names></name> <name><surname>Gourichon</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Microsatellite mapping of QTL affecting growth, feed consumption, egg production, tonic immobility and body temperature of Japanese quail</article-title>. <source>BMC Genomics.</source> (<year>2005</year>) <volume>6</volume>:<fpage>87</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2164-6-87</pub-id><pub-id pub-id-type="pmid">15941487</pub-id></citation></ref>
<ref id="B100">
<label>100.</label>
<citation citation-type="book"><person-group person-group-type="author"><name><surname>Riquet</surname> <given-names>J</given-names></name> <name><surname>Feve</surname> <given-names>K</given-names></name> <name><surname>Labrune</surname> <given-names>Y</given-names></name> <name><surname>Rose</surname> <given-names>R</given-names></name> <name><surname>Billon</surname> <given-names>Y</given-names></name> <name><surname>Giorgi</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Genetic Dissection of Mechanisms Underlying Heat Adaptation in Pigs</article-title>. In: <source>36th Conference of the International Society for Animal Genetics (ISAG)</source>. <publisher-loc>Dublin</publisher-loc> (<year>2017</year>).</citation>
</ref>
<ref id="B101">
<label>101.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dikmen</surname> <given-names>S</given-names></name> <name><surname>Cole</surname> <given-names>JB</given-names></name> <name><surname>Null</surname> <given-names>DJ</given-names></name> <name><surname>Hansen</surname> <given-names>PJ</given-names></name></person-group>. <article-title>Genome-Wide association mapping for identification of quantitative trait loci for rectal temperature during heat stress in holstein cattle</article-title>. <source>PLoS ONE.</source> (<year>2013</year>) <volume>8</volume>:<fpage>e69202</fpage>. <pub-id pub-id-type="doi">10.1371/journal.pone.0069202</pub-id><pub-id pub-id-type="pmid">23935954</pub-id></citation></ref>
<ref id="B102">
<label>102.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Clark</surname> <given-names>E</given-names></name> <name><surname>Archibald</surname> <given-names>A</given-names></name> <name><surname>Daetwyler</surname> <given-names>H</given-names></name> <name><surname>Groenen</surname> <given-names>M</given-names></name> <name><surname>Harrison</surname> <given-names>P</given-names></name> <name><surname>Houston</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>From FAANG to fork: application of highly annotated genomes to improve farmed animal production</article-title>. <source>Genome Biol.</source> (<year>2020</year>) <volume>21</volume>:<fpage>285</fpage>. <pub-id pub-id-type="doi">10.1186/s13059-020-02197-8</pub-id><pub-id pub-id-type="pmid">33234160</pub-id></citation></ref>
<ref id="B103">
<label>103.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wientjes</surname> <given-names>YCJ</given-names></name> <name><surname>Calus</surname> <given-names>MPL</given-names></name></person-group>. <article-title>Board invited review: the purebred-crossbred correlation in pigs: a review of theory, estimates, and implications1</article-title>. <source>J Anim Sci.</source> (<year>2017</year>) <volume>95</volume>:<fpage>3467</fpage>&#x02013;<lpage>78</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2017.1669</pub-id><pub-id pub-id-type="pmid">28805893</pub-id></citation></ref>
<ref id="B104">
<label>104.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rauw</surname> <given-names>WM</given-names></name> <name><surname>Gomez-Raya</surname> <given-names>L</given-names></name></person-group>. <article-title>Genotype by environment interaction and breeding for robustness in livestock</article-title>. <source>Front Genet.</source> (<year>2015</year>) <volume>6</volume>:<fpage>310</fpage>. <pub-id pub-id-type="doi">10.3389/fgene.2015.00310</pub-id><pub-id pub-id-type="pmid">26539207</pub-id></citation></ref>
<ref id="B105">
<label>105.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Knap</surname> <given-names>P</given-names></name> <name><surname>Su</surname> <given-names>G</given-names></name></person-group>. <article-title>Genotype by environment interaction for litter size in pigs as quantified by reaction norms analysis</article-title>. <source>Animal.</source> (<year>2008</year>) <volume>2</volume>:<fpage>1742</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1017/S1751731108003145</pub-id><pub-id pub-id-type="pmid">22444079</pub-id></citation></ref>
<ref id="B106">
<label>106.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Cardoso</surname> <given-names>F</given-names></name> <name><surname>Tempelman</surname> <given-names>R</given-names></name></person-group>. <article-title>Linear reaction norm models for genetic merit prediction of angus cattle under genotype by environment interaction</article-title>. <source>J Anim Sci.</source> (<year>2012</year>) <volume>90</volume>:<fpage>2130</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.2527/jas.2011-4333</pub-id><pub-id pub-id-type="pmid">22247112</pub-id></citation></ref>
<ref id="B107">
<label>107.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Georges</surname> <given-names>M</given-names></name> <name><surname>Charlier</surname> <given-names>C</given-names></name> <name><surname>Hayes</surname> <given-names>B</given-names></name></person-group>. <article-title>Harnessing genomic information for livestock improvement</article-title>. <source>Nat Rev Genet.</source> (<year>2019</year>) <volume>20</volume>:<fpage>135</fpage>&#x02013;<lpage>56</lpage>. <pub-id pub-id-type="doi">10.1038/s41576-018-0082-2</pub-id><pub-id pub-id-type="pmid">30514919</pub-id></citation></ref>
<ref id="B108">
<label>108.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Renaudeau</surname> <given-names>D</given-names></name> <name><surname>Dourmad</surname> <given-names>JY</given-names></name></person-group>. <article-title>Review: future consequences of climate change for European union pig production</article-title>. <source>Animal</source>. (<year>2021</year>) <fpage>100372</fpage>. <pub-id pub-id-type="doi">10.1016/j.animal.2021.100372</pub-id><pub-id pub-id-type="pmid">34690100</pub-id></citation></ref>
</ref-list> 
</back>
</article>