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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2022.926136</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Increased Thermal Challenges Differentially Modulate Neural Plasticity and Stress Responses in Post-Smolt Atlantic Salmon (<italic>Salmo salar</italic>)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tang</surname>
<given-names>P. A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1697983"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gharbi</surname>
<given-names>N.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1781410"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nilsen</surname>
<given-names>T. O.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/32182"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gorissen</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/362826"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stefansson</surname>
<given-names>S. O.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>

</contrib>
<contrib contrib-type="author">
<name>
<surname>Ebbesson</surname>
<given-names>L. O. E.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1816758"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biological Sciences, University of Bergen</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Integrative Fish Biology Group, Ocean and Environment Department, NORCE Norwegian Research Center</institution>, <addr-line>Bergen</addr-line>, <country>Norway</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Radboud Institute for Biological and Environmental Studies</institution>, <addr-line>Nijmegen</addr-line>, <country>Netherlands</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ayel&#xe9;n Melisa Blanco, University of Vigo, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Anthony K Gamperl, Memorial University of Newfoundland, Canada; Ian Bouyoucos, University of Manitoba, Canada</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: P. A. Tang, <email xlink:href="mailto:ptan@norceresearch.no">ptan@norceresearch.no</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Aquatic Physiology, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>07</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>926136</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>04</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>06</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Tang, Gharbi, Nilsen, Gorissen, Stefansson and Ebbesson</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Tang, Gharbi, Nilsen, Gorissen, Stefansson and Ebbesson</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>The successful transfer of farmed post-smolt Atlantic salmon (Salmo salar) depends on proper stress responses and cognitive functions during the early seawater (SW) phase. However, with increasing summer oceanic temperatures, these processes may become a challenge, implicating allostasis and welfare. Therefore, we examined the effect of post-smolt transfer from 10&#xb0;C SW to elevated temperatures (13&#xb0;C, 16&#xb0;C, and 18&#xb0;C) on plasma cortisol and telencephalic genes modulating cognition (<italic>neurod, bdnf, pcna</italic>, and <italic>c-fos</italic>) and stress-axis regulation (<italic>crf, crfbp, mr, gr1, gr2</italic>, and <italic>hsd11b2</italic>). Fish were sampled at i) 1 day following transfer, ii) 45 days of acclimation, and iii) 45 days and 1&#xa0;h after an acute challenge test (ACT) using confinement stress. Fish transferred to 13&#xb0;C retained stress responses, elevating levels of cortisol, <italic>crf, mr, gr2, c-fos</italic>, and <italic>bdnf</italic> and maintaining levels of <italic>neurod</italic> and <italic>pcna</italic>. Contrastingly, although cortisol increased at 16&#xb0;C, telencephalic genes reverted to an inhibition of stress responses, increasing <italic>crfbp</italic> and <italic>gr1</italic> complemented with dampened <italic>bdnf</italic>, <italic>neurod</italic>, and <italic>c-fos</italic> responses. However, transferring post-smolts to 18&#xb0;C showed the most adverse effects, having absent stress responses (cortisol and <italic>c-fos</italic>), elevated <italic>crfbp</italic>, and a suppression of <italic>hsd11b2</italic> and <italic>neurod</italic>. The <italic>hsd11b2</italic> downregulation implies low cortisol inhibition in line with absent modulations in corticosteroid receptors and stress responses. These results suggest that the transfer to 16&#xb0;C and 18&#xb0;C inhibits the normal reactive response of post-smolts. Following acclimation (45 days), cortisol levels were basal for all groups; however, post-smolts at 16&#xb0;C and 18&#xb0;C maintained a telencephalic inhibition of key regulatory genes (<italic>crf</italic>, <italic>mr</italic>, <italic>gr2</italic>, and <italic>hsd11b2</italic>), alongside a lower <italic>mr/gr1</italic> ratio, an indicator of chronic allostatic load. Moreover, neural plasticity (<italic>neurod</italic> and <italic>pcna</italic>) was suppressed at 16&#xb0;C and 18&#xb0;C, suggesting impacts of elevated allostatic loads with potentially inferior cognitive capacities. Despite maintaining similar plasma cortisol responses to ACTs, post-smolts at 16&#xb0;C and 18&#xb0;C elevated neural activation (<italic>c-fos</italic>) to stress, implying greater challenges, with the 18&#xb0;C group also elevating the level of <italic>bdnf</italic>. In summary, the telencephalon shows that post-smolts transferred to 16&#xb0;C and 18&#xb0;C continue to struggle with the thermal allostatic loads even after acclimation, which is not revealed by plasma cortisol levels, grounding the importance of telencephalic measures in identifying environmental thresholds and hidden challenges.</p>
</abstract>
<kwd-group>
<kwd>Temperature</kwd>
<kwd>Post-smolts</kwd>
<kwd>Stress</kwd>
<kwd>Pallium</kwd>
<kwd>Neural plasticity</kwd>
<kwd>Allostasis</kwd>
<kwd>Welfare</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="82"/>
<page-count count="16"/>
<word-count count="9270"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>1 Introduction</title>
<p>Salmon are highly plastic to their environment as illustrated by their diverse life history strategies (<xref ref-type="bibr" rid="B8">Bourret et al., 2016</xref>). This is achieved physiological adjustments and brain plasticity to maintain homeostasis and adapt to challenges (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B64">Salvanes et al., 2013</xref>). The brain&#x2019;s involvement in coping with stress determines how individuals deal with stressors, at both functional and structural levels. The consequences of these physiological and behavioral stress responses can be adaptive on short and long term (allostasis) but may also become maladaptive if complete adaptation is not met [allostatic (over)load] (<xref ref-type="bibr" rid="B30">Korte et al., 2007</xref>). In this case, chronic persistent allostatic load may alter neural plasticity and neurogenesis, predisposing fish vulnerable to stress-related dysfunctions (<xref ref-type="bibr" rid="B30">Korte et al., 2007</xref>; <xref ref-type="bibr" rid="B58">Romero et al., 2009</xref>). The model of allostasis has been applied to fish, showing that elevated allostatic load decreases cognitive functions (<xref ref-type="bibr" rid="B21">Grassie et al., 2013</xref>; <xref ref-type="bibr" rid="B42">Manuel et al., 2014a</xref>), alters stress feedback between body and brain (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B20">Gorissen and Flik, 2016</xref>; <xref ref-type="bibr" rid="B39">Madaro et al., 2016</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>), and impairs immunity (<xref ref-type="bibr" rid="B81">Yada and Tort, 2016</xref>) and reproduction (<xref ref-type="bibr" rid="B67">Schreck, 2010</xref>). However, mildly increased allostatic loads, such as chronic mild stressors, may be difficult to detect in protected environments with sufficient energy supplies. Therefore, acute challenge tests (ACTs) have been optimized to subject fish to an added stressor, allowing to detect these underlying physiological differences that would otherwise go unnoticed (<xref ref-type="bibr" rid="B21">Grassie et al., 2013</xref>; <xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>). Altogether, maintaining proper brain function is key for allostasis, as when the animal&#x2019;s normal reactive scope is overwhelmed, the ability to respond to additional challenges deteriorates, leading to impaired welfare (<xref ref-type="bibr" rid="B58">Romero et al., 2009</xref>; <xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B68">Schreck and Tort, 2016</xref>; <xref ref-type="bibr" rid="B44">McCormick and Romero, 2017</xref>).</p>
<p>Climate change&#x2013;driven thermal allostatic loads in aquatic habitats are ever-increasing, altering life history strategies of salmon stocks (<xref ref-type="bibr" rid="B15">Friedland, 1998</xref>; <xref ref-type="bibr" rid="B78">Vargas&#x2013;Chacoff et al., 2018</xref>; <xref ref-type="bibr" rid="B50">Nicola et al., 2018</xref> and <xref ref-type="bibr" rid="B51">Nielsen et al., 2013</xref>). Furthermore, the increasing use of year&#x2013;round land&#x2013;based rearing strategies may expose farmed Atlantic salmon (<italic>Salmo salar</italic>) post&#x2013;smolts to elevated ambient temperatures during summer and autumn sea cage transfers, to which fish may lack the necessary acclimation history (<xref ref-type="bibr" rid="B15">Friedland, 1998</xref>). As elevated temperatures have pervasive and considerable physiological consequences in Atlantic salmon (<xref ref-type="bibr" rid="B19">Gon&#xe7;alves et al., 2006</xref>; <xref ref-type="bibr" rid="B17">Gallant et al., 2017</xref>; <xref ref-type="bibr" rid="B78">Vargas&#x2013;Chacoff et al., 2018</xref>), this may impact stress responses and capacities to handle stressors as upper thermal limits are approached, inherently raising welfare concern (<xref ref-type="bibr" rid="B14">Flik et al., 2006</xref>; <xref ref-type="bibr" rid="B55">Olsvik et al., 2013</xref>; <xref ref-type="bibr" rid="B38">Madaro et al., 2018</xref>; <xref ref-type="bibr" rid="B7">Beemelmanns et al., 2021</xref>). Moreover, the first few months after post&#x2013;smolt sea cage transfer are considered the most vulnerable for the salmon lifecycle, during which fish must resist a variety of other stressors [i.e., confinement, handling, and transport (<xref ref-type="bibr" rid="B24">Handeland et al., 2003</xref>; <xref ref-type="bibr" rid="B26">Jarungsriapisit et al., 2016</xref>)]. As a result, the successful transfer of post&#x2013;smolts relies on adaptation, appropriate stress responses, and cognitive functions to promote allostasis and stress resilience during this critical period.</p>
<p>Activation of the stress response releases cortisol to re&#x2013;establish homeostasis, effects that are sustained through corticosteroid receptors (CRs), including type I mineralocorticoid receptor (mr) and type II glucocorticoid receptors (gr1 and gr2) (<xref ref-type="bibr" rid="B80">Wendelaar Bonga, 1997</xref>; <xref ref-type="bibr" rid="B49">Mommsen et al., 1999</xref>). In most fish species, mr and gr2 have high affinity to cortisol and regulate baseline functions, whereas gr1 has low cortisol affinity and is activated by high cortisol levels (<xref ref-type="bibr" rid="B72">Stolte et al., 2008</xref>; <xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>). When stress becomes chronic (overload), CR signaling may become suppressed to protect neuronal integrity (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B39">Madaro et al., 2016</xref>). Given the importance of CRs in regulating neural functions, improper regulation can induce receptor bioavailability changes that shift the <italic>mr/gr1</italic> ratio, which can impose significant constraints to stress responses, neural plasticity, and neurogenesis, pivotal for allostasis (<xref ref-type="bibr" rid="B11">De Kloet et al., 2005</xref>; <xref ref-type="bibr" rid="B60">S&#xf8;rensen et al., 2011</xref>; <xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>; <xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B39">Madaro et al., 2016</xref>). Further, 11&#x3b2;&#x2013;Hydroxysteroid dehydrogenase type 2 (HSD11B2) is an important safety mechanism here by regulating cortisol levels <italic>via</italic> conversion to inactive cortisone (<xref ref-type="bibr" rid="B1">Alderman and Vijayan, 2012</xref>; <xref ref-type="bibr" rid="B48">Mifsud and Reul, 2018</xref>). A recent study in European seabass (<italic>Dicentrarchus labrax</italic>) revealed thermally induced changes to telencephalic <italic>mr</italic> and <italic>gr1</italic> (<xref ref-type="bibr" rid="B18">Goikoetxea et al., 2021</xref>). In particular, MR is central for processes of learning and memory in the telencephalon (homolog to hippocampus and amygdala) (<xref ref-type="bibr" rid="B27">Karst et al., 2005</xref>), and suppressed levels of these can negatively impact cognitive functions (<xref ref-type="bibr" rid="B11">De Kloet et al., 2005</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>). The neural activation of the stress axis is also tightly regulated by the corticotropin&#x2013;releasing factor (crf) system, which stimulates adrenocorticotropic hormone (acth) and cortisol release from the pituitary gland and head kidney, respectively (<xref ref-type="bibr" rid="B14">Flik et al., 2006</xref>; <xref ref-type="bibr" rid="B20">Gorissen and Flik, 2016</xref>). As the actions of crf are inhibited by crf&#x2013;binding protein (crfbp), the interplay between these components is critical for stress response reactivity during and after stress (<xref ref-type="bibr" rid="B16">Fryer et al., 1984</xref>; <xref ref-type="bibr" rid="B5">Baker et al., 1996</xref>; <xref ref-type="bibr" rid="B59">Rotllant et al., 2000</xref>; <xref ref-type="bibr" rid="B25">Huising et al., 2004</xref>; <xref ref-type="bibr" rid="B43">Manuel et al., 2014b</xref>). Although temporally differentiated, recent evidence suggests a modulation of the crf system to coincide with reductions in neural proliferation in response to thermal challenges, implicating a role of this system in the regulation of neural processes (<xref ref-type="bibr" rid="B82">Yuan et al., 2020</xref>). Taken together, as increased stress commonly manifests as altered telencephalic transcript levels of <italic>crf</italic>, <italic>crfbp</italic>, <italic>hsd11b2</italic>, <italic>mr</italic>, <italic>gr1</italic>, and <italic>gr2</italic>, monitoring these provides a promising approach to study allostasis, which can optionally be linked to shifts in telencephalic functions such as neural plasticity (<xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>). Further, because of the Atlantic Salmon Genome Tetraploidy (<xref ref-type="bibr" rid="B35">Lien et al., 2016</xref>), paralog genes may allow differential regulation to stressors for promoting plasticity (<xref ref-type="bibr" rid="B37">Macqueen and Johnston, 2014</xref>). Therefore, paralog&#x2013;specific analysis of these telencephalic regulatory genes was implemented.</p>
<p>Temperature modulations in fish behavior have previously been noted (<xref ref-type="bibr" rid="B6">Bartolini et al., 2015</xref>; <xref ref-type="bibr" rid="B75">Toni et al., 2019</xref>). However, knowledge is still lacking to how neural mechanisms underpin these changes in Atlantic salmon. Proper cognitive functioning of the fish telencephalon relies on neural plasticity and neurogenesis for learning, memory, and decision&#x2013;making, whereby stress can either stimulate or inhibit these processes depending on severity and duration (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>). Therefore, the modulation in these key neural components can signal shifts to cognitive capacities and flexibility to environmental challenges, illustrating their importance for stress resilience (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B69">Shors et al., 2012</xref>; <xref ref-type="bibr" rid="B21">Grassie et al., 2013</xref>; <xref ref-type="bibr" rid="B64">Salvanes et al., 2013</xref>). Neurogenic differentiation factor (neurod) is involved in the initiation and regulation of neural differentiation, providing a reliable indicator for neuroplasticity (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>), whereas proliferating cell nuclear antigen (pcna) is a marker for neurogenesis (<xref ref-type="bibr" rid="B60">S&#xf8;rensen et al., 2011</xref>; <xref ref-type="bibr" rid="B63">Sadoul et al., 2018</xref>). Conversely, brain&#x2013;derived neurotrophic factor (bdnf) is involved in synapse refinement and promotes neurogenesis and cell survival, which allow rapid modifications in coping strategies and behavioral phenotypes (<xref ref-type="bibr" rid="B45">McMillan et al., 2004</xref>; <xref ref-type="bibr" rid="B42">Manuel et al., 2014a</xref>; <xref ref-type="bibr" rid="B79">Vindas et al., 2017</xref>; <xref ref-type="bibr" rid="B47">Mes et al., 2018</xref>). In contrast, the immediate early gene (IEG) c&#x2013;fos is rapidly expressed in neurons in response to stimuli and indicates neural activity (<xref ref-type="bibr" rid="B31">Kov&#xe1;cs, 1998</xref>; <xref ref-type="bibr" rid="B56">Pavlidis et al., 2015</xref>). The use of <italic>c&#x2013;fos</italic> transcript abundance in tandem with plasma cortisol profiles provides a refined approach to address differences in stress response capacities (<xref ref-type="bibr" rid="B47">Mes et al., 2018</xref>). Collectively, this demonstrates the potential of these neural markers in evaluating the impact of the environmental challenges on post&#x2013;smolt resilience and allostasis (<xref ref-type="bibr" rid="B60">S&#xf8;rensen et al., 2011</xref>; <xref ref-type="bibr" rid="B63">Sadoul et al., 2018</xref>).</p>
<p>With the ongoing impacts of global warming reporting considerable welfare concerns in Atlantic salmon along with the increasing year-round rearing strategies in aquaculture (<xref ref-type="bibr" rid="B55">Olsvik et al., 2013</xref>; <xref ref-type="bibr" rid="B7">Beemelmanns et al., 2021</xref>), this study aims to address the influence of elevated temperatures on post&#x2013;smolt stress responses and telencephalic functions, which are predicted to profoundly impact allostasis, stress resilience, and welfare during the key early seawater (SW) phase. In particular, during summer months, post&#x2013;smolts can be exposed to rapid elevations in temperatures due to transfer strategies between (semi&#x2013;) closed containment systems (s&#x2013;CCSs) and sea cages. Therefore, to mimic common industry practices, we exposed SW&#x2013;acclimated post&#x2013;smolts at 10&#xb0;C directly to 13&#xb0;C, 16&#xb0;C, and 18&#xb0;C, sampled at 1 day post&#x2013;transfer and after 45 days of acclimation, and then subjected the fish to an ACT using a confinement stressor as an added challenge. To monitor the impacts of stress, circulating plasma cortisol concentrations and transcript levels of telencephalic stress [<italic>crf</italic> (&#x3b1; and &#x3b2;), <italic>crfbp</italic>, <italic>mr</italic>, <italic>gr2</italic> (&#x3b1; and &#x3b2;), <italic>gr1</italic> (&#x3b1; and &#x3b2;), and <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;)] and neural (<italic>neurod</italic>, <italic>bdnf</italic>, <italic>pcna</italic>, and <italic>c&#x2013;fos</italic>) markers were analyzed in tandem.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>2 Material and Methods</title>
<sec id="s2_1">
<title>2.1 Fish</title>
<p>All experimental procedures were approved by Norwegian Food Safety Authority (Identification number 8017). On May 11, 2016, Atlantic salmon smolts (99 &#xb1; 0.61&#xa0;g and of 21.4 &#xb1; 0.2&#xa0;cm) were brought from Kj&#xe6;relva smolt facility (Ler&#xf8;y Vest Ltd.) to the Industry Laboratory at the High Technology Center in Bergen, Norway. Fish were randomly distributed into eight 500&#x2013;L and 1&#x2013;m<sup>3</sup> square tanks with flow&#x2013;through freshwater (FW) at 10&#xb0;C, and biomass adjustments resulted in 5.4&#xa0;kg m<sup>&#x2212;3</sup>. Fish were left to acclimate to the new conditions for 7 days, followed by salinity adjustment to 15&#x2030; on May 18, to 25&#x2030; on May 23, and full&#x2013;strength SW (34&#x2030;) on May 29, after which fish were left to acclimate to new conditions until initiation of trials.</p>
</sec>
<sec id="s2_2">
<title>2.2 Experimental Design</title>
<p>On August 17, four experimental temperature treatments (10&#xb0;C, 13&#xb0;C, 16&#xb0;C, and 18&#xb0;C), with each treatment containing two randomly selected replicate tanks, were initiated. The four treatments included adjusting water temperature to 13&#xb0;C, 16&#xb0;C, and 18&#xb0;C within 30&#xa0;min, with a control group maintained at 10&#xb0;C. Throughout the trials, fish were exposed to constant light and fed continuously with a commercial dry diet (EWOS Microboost 30) using automatic feeders, with temperature and oxygen (&gt;80%) saturation of each tank&#x2019;s water outlet monitored continuously.</p>
</sec>
<sec id="s2_3">
<title>2.3 Tissue Sampling</title>
<p>Samplings (<italic>n</italic> = 12 per treatment) were conducted at both 1 day post&#x2013;rapid elevation in temperature to represent the transfer phase referred to as Transfer (1d). The post&#x2013;smolts were sampled next after 45 days of acclimation [Acclimation (45d)], which was immediately followed by ACTs and sampling 1&#xa0;h post&#x2013;stress [ACT (1h)]. Both the Acclimation (45d) and ACT (1h) samplings were conducted in tandem, with 24 fish being quickly netted and 12 fish immediately anesthetized for tissues. The remaining 12 fish were subjected to the ACT by novel confinement stress for 15&#xa0;min in a 15&#x2013;L tank within a 150&#x2013;L holding tank (receiving water from the original treatment). After the 15&#x2013;min stress, fish were then released into the holding tank for a 45&#x2013;min recovery period prior to sampling.</p>
<p>For each sampling, fish were starved for a 15&#x2013;h period and euthanized by receiving a lethal dose (100 mg L<sup>&#x2212;1</sup>) of NaCO<sub>3</sub>&#x2013;buffered MS222, then immediately bled from the caudal vessel using a heparinized syringe, followed by centrifugation (10&#xa0;min at 4&#xb0;C and 4,000 rpm) for plasma collection, and stored at &#x2212;80&#xb0;C until cortisol analysis. Plasma samples were attained for all sampling points at Transfer (1d), Acclimation (45d), and ACT (1h). Whole&#x2013;brain samples were collected at Transfer (1d), Acclimation (45d), and ACT (1h) and preserved in RNAlater (Ambion, Foster City, CA, USA) for 24&#xa0;h at 8&#xb0;C prior to storing at &#x2212;80&#xb0;C until RNA extraction and analysis of gene expression.</p>
</sec>
<sec id="s2_4">
<title>2.4 Plasma Cortisol Analysis</title>
<p>Plasma cortisol concentrations were measured (<italic>n</italic> = 12 per treatment) for all samplings at Transfer (1d), Acclimation (45d), and ACT (1h) using a custom Enzyme-Linked Immunosorbent Assay (ELISA) analysis previously validated in Atlantic salmon (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B39">Madaro et al., 2016</xref>).</p>
</sec>
<sec id="s2_5">
<title>2.5 Extraction of RNA, cDNA Synthesis, and Quantitative Real&#x2013;Time PCR</title>
<p>Total RNA was extracted from whole telencephalon (n = 12 per treatment) at Transfer (1d), Acclimation (<xref ref-type="bibr" rid="B37">Macqueen and Johnston, 2014</xref>), and ACT (1h) by the phenol&#x2013;chloroform method using TRI Reagent<sup>&#xae;</sup> (Sigma, St. Louis, MO, USA) (<xref ref-type="bibr" rid="B70">Simms et al., 1993</xref>). RNA purity was measured using a Nanodrop<sup>&#xae;</sup> ND&#x2013;1000 UV&#x2013;Vis Spectrophotometer (NanoDrop Technologies, Wilmington, DE, USA), whereas the concentration was determined using Qubit&#x2122;3 Instrument (Thermo Fisher Scientific, Eugene, Oregon). Sufficient quality for samples was by assuring RNA integrity values of between 8 and 10 on the Agilent 2100 Bioanalyzer using RNA 6000 Nano LabChip<sup>&#xae;</sup> kit (Agilent technologies, Palo Alto, CA, USA). RNA samples that did not pass quality control measures were removed [see <xref ref-type="supplementary-material" rid="SF3"><bold>Supplemental Table&#xa0;1</bold></xref> for final RNA sample (n)]. cDNA synthesis was reverse transcribed using oligo (dT) 20 primers and SuperScript III kit (Invitrogen, Carlsbad, CA, USA) according to the manufacturer&#x2019;s guidelines. RT&#x2013;qPCR was conducted using gene&#x2013;specific primers (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) and SYBR Green Master Mix (Applied Biosystems, Foster City, CA, USA) on the CFX&#x2013;96 Real&#x2013;Time PCR detection system platform (Bio&#x2013;Rad Laboratories, Inc., CA, USA). For each RT&#x2013;qPCR reaction, 3 &#xb5;l of cDNA, 0.25 &#xb5;l of forward primer (10 &#xb5;mol L<sup>&#x2212;1</sup>), 0.25 &#xb5;l of reverse primer (10 &#xb5;mol L<sup>&#x2212;1</sup>), 3.25 &#xb5;l of diethylpyrocarbonate (DEPC) &#x2013; treated dH<sub>2</sub>O, and 6.25 &#xb5;l of SYBR Green Master Mix were used to reach a final reaction volume of 13 &#xb5;l. Melt&#x2013;curve analysis of primer sets ensured amplification of only a single product with no detectable primer&#x2013;dimer artifacts. Primer amplification efficiencies (E) were generated by running a two&#x2013;fold dilution series (1:10, 1:20, 1:40, 1:80, 1:160, 1:320, and 1:640) (cDNA pool) in triplicates to ensure optimal primer efficiency (1.8&#x2013;2.2) (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The E were determined by the slope of the regression line a plot of log cDNA dilution versus threshold cycle (Ct) using the formula E = 10<sup>&#x2212;1/slope</sup>. A 1:20 dilution was selected for assaying telencephalon cDNA samples. Normalized efficiency corrected relative gene expression was calculated according to (<xref ref-type="bibr" rid="B57">Pfaffl, 2004</xref>) using the endogenous reference gene elongation factor 1a (<italic>ef1a</italic>) (for validation, see <xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;1</bold></xref>). For each qPCR plate, a duplicate No Template Control (NTC) was used to ensure no contamination. Plate inter&#x2013;calibration was achieved using a duplicate pool run on each plate, from which a correction factor was calculated for each gene&#x2013;specific plate.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>List of gene&#x2013;specific primers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Gene</th>
<th valign="top" align="center">5&#x2032;&#x2013;3&#x2032; Forward Primer Sequence</th>
<th valign="top" align="center">5&#x2032;&#x2013;3&#x2032; Reverse Primer Sequence</th>
<th valign="top" align="center">Primer Efficiency</th>
<th valign="top" align="center">Reference</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>ef1a</italic>
</td>
<td valign="top" align="left">CCCCTCCAGGACGTTTACAAA</td>
<td valign="top" align="left">CACACGGCCCACAGGTACA</td>
<td valign="top" align="left">1.97</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B54">Olsvik et al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b1;</td>
<td valign="top" align="left">GCACTTGATCCATTCCACAA</td>
<td valign="top" align="left">ACCGATTGCTGTTACCGACT</td>
<td valign="top" align="left">1.95</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B32">Lai et al., 2021</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b2;</td>
<td valign="top" align="left">TCCATCACTCGTGGAAAAGGA</td>
<td valign="top" align="left">CAGGGGTTCAACGAGATCTTCA</td>
<td valign="top" align="left">1.94</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B32">Lai et al., 2021</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>crfbp</italic>
</td>
<td valign="top" align="left">AATGGCCCCGCCCAGAT</td>
<td valign="top" align="left">ATATAGGAGGTGGAGAGATAGAT</td>
<td valign="top" align="left">1.99</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b1;</td>
<td valign="top" align="left">GTCTAACTACCGTGGCTGTATG</td>
<td valign="top" align="left">GAACGGCTGCTCTCCTG</td>
<td valign="top" align="left">1.98</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b2;</td>
<td valign="top" align="left">CAAGACAGGTCAGTCTAGTAAC</td>
<td valign="top" align="left">TCACGGGTGTAGTCCTC</td>
<td valign="top" align="left">2.02</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>mr</italic>
</td>
<td valign="top" align="left">AGACTCGACCCCCACCAAG</td>
<td valign="top" align="left">CGTTAGTGGGACTGGTGCTC</td>
<td valign="top" align="left">1.89</td>
<td valign="top" align="left">F primer (<xref ref-type="bibr" rid="B29">Kiilerich et al., 2007</xref>), R primer (<xref ref-type="bibr" rid="B52">Nilsen et al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b1;</td>
<td valign="top" align="left">TGCTCAGCACAGTACCAAAG</td>
<td valign="top" align="left">GAGTTCTCTTCCCGCTTGAC</td>
<td valign="top" align="left">2.03</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b2;</td>
<td valign="top" align="left">TCAGCTTCAGCAGTCCAAC</td>
<td valign="top" align="left">ACACACCAGGCAGATCTTATG</td>
<td valign="top" align="left">2.01</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b1;</td>
<td valign="top" align="left">AGTGTTCCTGGTTGTTCCTC</td>
<td valign="top" align="left">TTCATACGGTCCTGGTTGATG</td>
<td valign="top" align="left">1.99</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b2;</td>
<td valign="top" align="left">AAGTCTTTGCCAGGGTTCC</td>
<td valign="top" align="left">TGTTCCCGTCACACTGTTG</td>
<td valign="top" align="left">1.96</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>neurod</italic>
</td>
<td valign="top" align="left">CAATGGACAGCTCCCACATCT</td>
<td valign="top" align="left">CCAGCGCACTTCCGTATGA</td>
<td valign="top" align="left">2.00</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">Mes et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>bdnf</italic>
</td>
<td valign="top" align="left">ATGTCTGGGCAGACCGTTAC</td>
<td valign="top" align="left">GTTGTCCTGCATTGGGAGTT</td>
<td valign="top" align="left">1.95</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">Mes et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>pcna</italic>
</td>
<td valign="top" align="left">TGAGCTCGTCGGGTATCTCT</td>
<td valign="top" align="left">CTCGAAGACTAGGGCGAGTG</td>
<td valign="top" align="left">1.95</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">Mes et al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>c&#x2013;fos</italic>
</td>
<td valign="top" align="left">AATGGAACAGCTTTCGCCTGA</td>
<td valign="top" align="left">TGTCGGTGAGTTCCTTTCGC</td>
<td valign="top" align="left">1.97</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B47">Mes et al., 2018</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2_6">
<title>2.6 Statistical Analysis</title>
<p>For all data, normality of distributions and homogeneity of variance were tested using the D&#x2019;Agostino&#x2013;Pearson test and the Brown&#x2013;Forsythe test, respectively, followed by one&#x2013;way ANOVA tests and Tukey&#x2019;s <italic>post hoc</italic> multiple comparisons (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2</bold></xref>). If data did not pass the normality or homogeneity tests, even with data transformations, then the non&#x2013;parametric Kruskal&#x2013;Wallis test followed by Dunn&#x2019;s <italic>post hoc</italic> test was used. Significance level was set at <italic>p</italic> &lt; 0.05. Random tank effects were tested using &#x3c7;<sup>2</sup> tests (<italic>p</italic> &lt; 0.05), and no differences between replicates were found. Outliers were identified using Whisker&#x2019;s boxplots followed by ROUT1% outlier analysis. Statistical comparisons were made between temperature treatments within each sampling point (indicated by lower case letters). Further, to address the influence of an added confinement stressor (ACT), the non&#x2013;stressed state [Acclimation (45d)] and stressed fish [ACT (1h)] were statistically compared within each temperature treatment to estimate the effect of stress on the expression of target genes (indicated by uppercase letters). Effect sizes (&#x3c9;<sup>2</sup>) were calculated to estimate the relative magnitude differences between gene expression (see <xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2</bold></xref>). Statistical analyses described above were performed using GraphPad Prism 8 (version 8.3.0). All data are shown as means &#xb1; SEM.</p>
<p>To assess inter&#x2013;relationships between gene expression levels and whole&#x2013;body cortisol content, data were subjected to principal component analysis (PCA) (Oblimin with Kaiser normalization) using IBM SPSS Statistics 21 (IBM, Armonk, NY, USA). The number of components to retain was based on visual inspection of the scree plot and eigenvalue (&gt;1). Kayer&#x2013;Meyer&#x2013;Olkin (KMO) measure of sampling adequacy and Bartlett&#x2019;s test of sphericity were run to ensure that data obey analysis criteria. Missing samples of data were excluded list&#x2013;wise, with component loading cutoff point set at &#x2212;0.400 or 0.400.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>3 Results</title>
<sec id="s3_1">
<title>3.1 Plasma Cortisol</title>
<p>One&#x2013;day following the abrupt transfer to higher temperatures, post&#x2013;smolts transferred to 1&#xb0;C and 16&#xb0;C displayed significantly elevated plasma cortisol concentrations compared to fish at 18&#xb0;C and the 10&#xb0;C control group (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Moreover, the magnitude of differences (or effect size, &#x3c9;<sup>2</sup>) in cortisol responses was relatively strong within the Transfer (1d) sampling compared to the Acclimation (45d) and ACT (1h) samplings (<xref ref-type="supplementary-material" rid="SF3"><bold>Supplemental Table&#xa0;2</bold></xref>). Consistently, following Acclimation (45d), plasma cortisol concentrations were low in all groups, with no detectable differences between temperature treatments. Conversely, in response to the ACTs, all temperature groups responded with large &#x3c9;<sup>2</sup> (<xref ref-type="supplementary-material" rid="SF3"><bold>Supplemental Table&#xa0;2</bold></xref>) and significantly elevated the circulating cortisol concentrations compared to the initial pre&#x2013;ACT conditions, however, no difference in the magnitude of this response was observed between treatments (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Differences in plasma cortisol levels in post&#x2013;smolts after Transfer (1d), Acclimation (45d), and the ACT (1h). Values are presented as averages &#xb1; SEM of each treatment, with sample (n) indicated above each treatment bar of the figure. Uppercase letters indicate significant difference within a treatment between the Acclimation (45d) (non&#x2013;stressed) and ACT (1h) (stressed), whereas lowercase letters indicate a significant difference between temperature treatments within a sampling. A significant difference was held at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-926136-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>3.2 Telencephalon</title>
<sec id="s3_2_1">
<title>3.2.1 Transfer (1d)</title>
<p>
<italic>Stress.</italic> At Transfer (1d), both telencephalic <italic>crf</italic> paralogs (&#x3b1; and &#x3b2;) were significantly elevated in post&#x2013;smolts transferred to 13&#xb0;C compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>), whereas only <italic>crf&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) showed elevation compared to the 16&#xb0;C and 18&#xb0;C groups. Conversely, only post&#x2013;smolts transferred to 16&#xb0;C and 18&#xb0;C displayed significantly higher <italic>crfbp</italic> compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). Both <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;) paralogs were significantly lower in post&#x2013;smolts transferred to 18&#xb0;C compared to the 10&#xb0;C and 16&#xb0;C treatments (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>). Conversely, post&#x2013;smolts transferred to 13&#xb0;C had significantly higher <italic>mr</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>) and <italic>gr2&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2I</bold>
</xref>) compared to fish at 10&#xb0;C and 18&#xb0;C, whereas <italic>gr1&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>) was elevated in the 16&#xb0;C group compared to the 10&#xb0;C group. This differential regulation in CRs significantly elevated the <italic>mr/gr1&#x3b2;</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>) in post&#x2013;smolts transferred 13&#xb0;C compared to the 10&#xb0;C, 16&#xb0;C, and 18&#xb0;C groups but lowered the <italic>mr/gr1&#x3b1;</italic> (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) ratio in fish transferred to 16&#xb0;C compared to the 10&#xb0;C group. However, the magnitude of differences revealed to be larger for the <italic>mr/gr1&#x3b2;</italic> ratio increased at 13&#xb0;C compared to the low <italic>mr/gr1&#x3b1;</italic> ratio seen at 16&#xb0;C (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2A</bold></xref>)</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Changes in whole telencephalic expression of <bold>(A)</bold> corticotropin releasing factor &#x3b1; (<italic>crf</italic>&#x3b1;), <bold>(B)</bold> corticotropin releasing factor &#x3b2; (<italic>crf</italic>&#x3b2;), <bold>(C)</bold> corticotropin releasing factor binding protein (<italic>crfbp</italic>), <bold>(D)</bold> hydroxysteroid 11&#x2013;&#x3b2; dehydrogenase 2&#x3b1; (<italic>hsd11b2</italic>&#x3b1;), <bold>(E)</bold> hydroxysteroid 11&#x2013;&#x3b2; dehydrogenase 2&#x3b2; (<italic>hsd11b2</italic>&#x3b2;), <bold>(F)</bold> mineralocorticoid receptor (<italic>mr</italic>), <bold>(G)</bold> glucocorticoid receptor 1&#x3b1; (<italic>gr1</italic>&#x3b1;), <bold>(H)</bold> glucocorticoid receptor 1&#x3b2; (<italic>gr1</italic>&#x3b2;), <bold>(I)</bold> glucocorticoid receptor 2&#x3b1; (<italic>gr2</italic>&#x3b1;), and <bold>(J)</bold> glucocorticoid receptor 2&#x3b2; (<italic>gr2</italic>&#x3b2;) in post&#x2013;smolts at Transfer (1d), Acclimation (45d), and the ACT (1h). Values are presented as averages &#xb1; SEM of each treatment, with sample (n) indicated within each treatment bar of the figure. Uppercase letters indicate significant difference within a treatment between the Acclimation (45d) (non&#x2013;stressed) and ACT (1h) (stressed), whereas lowercase letters signal a significant difference between temperature treatments within a sampling. A significant difference was held at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-926136-g002.tif"/>
</fig>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Change in the CR ratio for <bold>(A)</bold> <italic>mr/gr1</italic>&#x3b1; and <bold>(B)</bold> <italic>mr/gr1</italic>&#x3b2; of whole telencephalon at Transfer (1d), Acclimation (45d), and ACT (1h). Values are presented as averages &#xb1; SEM of each treatment, with sample (n) indicated within each treatment bar of the figure. Uppercase letters indicate significant difference within a treatment between the Acclimation (45d) (non&#x2013;stressed) and ACT (1h) (stressed), whereas lowercase letters indicate a significant difference between temperature treatments within a sampling. A significant difference was held true at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-926136-g003.tif"/>
</fig>
<p>
<italic>Neuroplasticity.</italic> Neural markers were also affected, with <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), showing significantly lower values in post&#x2013;smolts transferred to 18&#xb0;C compared to the 10&#xb0;C and 13&#xb0;C groups, whereas transfer to 16&#xb0;C significantly lowered <italic>neurod</italic> levels compared to the 13&#xb0;C group. Conversely, <italic>bdnf</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) was significantly elevated in post&#x2013;smolts transferred to 13&#xb0;C compared to the 10&#xb0;C group, whereas no differential regulation was observed in post&#x2013;smolts exposed to the higher temperatures, 16&#xb0;C and 18&#xb0;C. The induction of <italic>c&#x2013;fos</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) was significantly elevated in post&#x2013;smolts transferred to 13&#xb0;C and 16&#xb0;C, but not for fish at 18&#xb0;C, compared to the 10&#xb0;C group. Moreover, post&#x2013;smolts transferred to 13&#xb0;C showed a significantly higher <italic>c&#x2013;fos</italic> response compared to the 16&#xb0;C and 18&#xb0;C groups. The expression of <italic>pcna</italic> was still unaffected at 1 day following the temperature transfer (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). The magnitude of these differences seen in neural markers showed to be largest for <italic>neurod</italic> and <italic>c&#x2013;fos</italic> (<xref ref-type="supplementary-material" rid="SF3"><bold>Supplemental Table&#xa0;2A</bold></xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Changes in whole telencephalic expression of <bold>(A)</bold> neural differentiation factor D (<italic>neurod</italic>), <bold>(B)</bold> proliferating nuclear antigen (<italic>pcna</italic>), <bold>(C)</bold> brain&#x2013;derived neurotrophic factor (<italic>bdnf</italic>), and <bold>(D)</bold> <italic>c&#x2013;fos</italic> in post&#x2013;smolts at Transfer (1d), Acclimation (45d), and ACT (1h). Values are presented as averages &#xb1; SEM of each treatment, with sample (n) indicated within each treatment bar of the figure. Uppercase letters indicate significant difference within a treatment between the Acclimation (45d) (non&#x2013;stressed) and ACT (1h) (stressed), whereas lowercase letters indicate a significant difference between temperature treatments within a sampling. A significant difference was held at P &lt; 0.05.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-926136-g004.tif"/>
</fig>
</sec>
<sec id="s3_2_2">
<title>3.2.2 Acclimation (45d)</title>
<p>
<italic>Stress.</italic> Following Acclimation (45d), post&#x2013;smolts at 13&#xb0;C showed significantly higher <italic>crf</italic> (&#x3b1; and &#x3b2;) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>) and <italic>crfbp</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>) compared to fish at 18&#xb0;C. Further, <italic>crf&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) was also higher in post&#x2013;smolts acclimated to 13&#xb0;C compared to the 16&#xb0;C group, whereas the other paralog, <italic>crf&#x3b2;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>), showed elevation against the 10&#xb0;C group. Conversely, <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;) was significantly lower in post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>), with <italic>hsd11b2&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>) also showing lower levels in the 13&#xb0;C group.</p>
<p>The CRs were also differentially regulated, with <italic>mr</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>) being significantly lower in post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C compared to the 10&#xb0;C group, with both <italic>gr2</italic> paralogs (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2I, J</bold>
</xref>) also showing lower levels at 16&#xb0;C and 18&#xb0;C compared to the 13&#xb0;C group. Further, <italic>gr2</italic>&#x3b1; (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2I</bold>
</xref>) was also lower at 16&#xb0;C compared to the 10&#xb0;C group. In contrast, the expression of both <italic>gr1</italic> paralogs (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G, H</bold>
</xref>) was unaffected by the prevailing acclimation temperature at a steady state. This suppression in <italic>mr</italic> decreased both paralog&#x2013;specific <italic>mr/gr1</italic> ratios (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>) in post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C compared to the 10&#xb0;C group, whereas the <italic>mr/gr1&#x3b1;</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) also displayed lower values in the 18&#xb0;C group compared to the 13&#xb0;C group. The magnitude of these differences seen in stress&#x2013;related genes showed to be strong for <italic>gr2&#x3b1;</italic>, whereas a moderate difference prevailed for <italic>mr</italic> and both paralog&#x2013;specific <italic>mr/gr1</italic> ratios (<xref ref-type="supplementary-material" rid="SF3"><bold>Supplemental Table&#xa0;2B</bold></xref>).</p>
<p>
<italic>Neuroplasticity.</italic> Post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C had significantly lower <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) and <italic>pcna</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) compared to the 10&#xb0;C and 13&#xb0;C groups, whose genes showed a moderate and strong difference in magnitude, respectively (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2B</bold></xref>). Further, <italic>bdnf</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) was significantly lower in post&#x2013;smolts acclimated to 16&#xb0;C compared to the 13&#xb0;C group, whereas <italic>c&#x2013;fos</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) was elevated in post&#x2013;smolts acclimated 18&#xb0;C compared to the 16&#xb0;C group.</p>
</sec>
<sec id="s3_2_3">
<title>3.2.3 ACT (1h)</title>
<p>
<italic>Stress.</italic> The telencephalic expression of <italic>crf</italic>, <italic>hsd11b2</italic>, <italic>mr</italic>, <italic>gr2</italic>, and <italic>gr1</italic> did not respond to the ACT when compared to the initial pre&#x2013;ACT state [Acclimation (45d)] (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B, D&#x2013;J</bold>
</xref>). <italic>crfbp</italic> significantly decreased only in the stressed 13&#xb0;C group compared to their respective pre&#x2013;ACT state, resulting in similar levels between all stressed temperature treatments (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>). The <italic>crf&#x3b1;</italic> showed significantly lower expression in stressed post&#x2013;smolts at 18&#xb0;C compared to 13&#xb0;C (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Conversely, <italic>hsd11b2</italic>, <italic>mr</italic>, and <italic>gr2</italic> showed significantly lower expression in stressed post&#x2013;smolts at 16&#xb0;C and 18&#xb0;C compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D&#x2013;F, I, J</bold>
</xref>).</p>
<p>Further, although <italic>gr1</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G, H</bold>
</xref>) did not respond to the ACT, a differential regulation was still observed when comparing between the stressed temperature treatments. Both <italic>gr1</italic> paralogs (&#x3b1; and &#x3b2;) showed significantly lower expression in the 16&#xb0;C group compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2G, H</bold>
</xref>), whereas <italic>gr1&#x3b2;</italic> was additionally lower compared to the 18&#xb0;C group (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2H</bold>
</xref>). Moreover, a low <italic>mr/gr1</italic> ratio was maintained in the stressed 18&#xb0;C group compared to the 10&#xb0;C group (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>), whereas the <italic>mr/gr1&#x3b2;</italic> was also lower in stressed post&#x2013;smolts at 18&#xb0;C compared to the stressed 13&#xb0;C and 16&#xb0;C groups (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). The magnitude of these differences seen for stress&#x2013;related genes when challenged by the ACTs was strongest for <italic>mr</italic>, <italic>gr2&#x3b1;</italic>, and <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;), whereas a moderate difference prevailed for <italic>gr2&#x3b2;</italic> (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2C</bold></xref>).</p>
<p>
<italic>Neuroplasticity.</italic> In response to ACTs, no differences in <italic>neurod</italic> and <italic>pcna</italic> (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>) were observed between the pre&#x2013;ACT and the stressed state. Therein, <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) was maintained low in stressed post&#x2013;smolt at 16&#xb0;C and 18&#xb0;C compared to the 10&#xb0;C group, with stressed post&#x2013;smolts at 16&#xb0;C also showing lower levels compared to 13&#xb0;C group. The suppression in <italic>pcna</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>) was also maintained in stressed post&#x2013;smolts at 16&#xb0;C and 18&#xb0;C compared to 10&#xb0;C and 13&#xb0;C. In contrast, <italic>bdnf</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) significantly increased in stressed post&#x2013;smolts at 18&#xb0;C compared to both the respective pre&#x2013;ACT state and stressed temperature groups at 10&#xb0;C, 13&#xb0;C, and 16&#xb0;C. The <italic>c&#x2013;fos</italic> levels were significantly increased in all stressed acclimation treatments compared to their initial pre&#x2013;ACT state (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). Moreover, <italic>c&#x2013;fos</italic> levels were significantly and sequentially higher at each temperature increase from 10&#xb0;C and 13&#xb0;C, with 16&#xb0;C and 18&#xb0;C groups having the highest levels (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>). The magnitude of these differences in neural markers seen in stressed post&#x2013;smolts was strong for <italic>neurod</italic>, <italic>pcna</italic>, and <italic>c&#x2013;fos</italic>, whereas a moderate response prevailed for <italic>bdnf</italic> (<xref ref-type="supplementary-material" rid="SF2"><bold>Supplemental Table&#xa0;2C</bold></xref>).</p>
</sec>
<sec id="s3_2_4">
<title>3.2.4 Principal Component Analysis</title>
<p>We performed PCA separately for samplings Transfer (1d), Acclimation (45d), and the ACT (1h) to investigate the inter&#x2013;relationship between the different stress&#x2013; and neural&#x2013;related genes and whole&#x2013;body cortisol. The KMO test was moderate for Transfer (1d) (KMO = 0.831), Acclimation (45d) (KMO = 0.683), and ACT (1h) (KMO = 0.757), with the Bartlett&#x2019;s test of sphericity indicating sufficiently large correlation between items for PCA [<bold>Transfer (1d)</bold>: &#x3c7;<sup>2</sup> = 1,101.169, df = 105, P &lt; 0.001, <bold>Acclimation (45d)</bold>: &#x3c7;<sup>2</sup> = 544.605, df = 105, P &lt; 0.001, <bold>ACT (45d)</bold>: &#x3c7;<sup>2</sup> = 496.217, df = 105, P &lt; 0.001). For the PCA on the Transfer (1d), dataset 3 components were extracted, explaining 82.9% of the variance (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>), with neural plasticity markers <italic>neurod</italic> and <italic>pcna</italic> loading with stress&#x2013;related genes <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;), <italic>gr1</italic> (&#x3b1; and &#x3b2;), <italic>gr2</italic> (&#x3b1; and &#x3b2;), <italic>mr</italic>, and <italic>crfbp</italic> into component 1, <italic>crf</italic> (&#x3b1; and &#x3b2;) and <italic>bdnf</italic> into component 2, and cortisol and <italic>c&#x2013;fos</italic> loading into component 3. When temperature acclimated (45d), five components were extracted, making up 80.4% of the variance that showed greater gene separation among the PCs (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2B</bold>
</xref>). Neural markers <italic>neurod</italic> and <italic>pcna</italic> loaded with stress&#x2013;related genes <italic>gr2&#x3b2;</italic>, <italic>mr</italic>, and <italic>crf&#x3b2;</italic> into component 1, <italic>bdnf</italic> showed to negatively load with <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;) into component 2, <italic>c&#x2013;fos</italic>, <italic>gr1</italic> (&#x3b1; and &#x3b2;), and <italic>gr2&#x3b1;</italic> loaded more strongly into component 3 compared to that seen for <italic>mr</italic>, <italic>gr2&#x3b2;</italic>, and <italic>bdnf</italic>, cortisol and <italic>crf</italic> (&#x3b1; and &#x3b2;) that loaded into component 4, while <italic>crf&#x3b2;</italic> loaded together with <italic>crfbp</italic> into component 5. Following exposure to the added confinement stress, ACT (1h) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2C</bold>
</xref>), four components were extracted, making up 76.9% of the variance, with <italic>neurod</italic>, <italic>bdnf</italic>, <italic>gr1</italic> (&#x3b1; and &#x3b2;), <italic>gr2</italic> (&#x3b1; and &#x3b2;), and <italic>mr</italic> loading together into component 1, whereas <italic>neurod</italic>, <italic>pcna</italic>, and <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;) showed negative loading with <italic>c&#x2013;fos</italic> and <italic>bdnf</italic> into component 2, <italic>crf</italic> and <italic>crfbp</italic> loading together into component 3, and cortisol loading alone in component 4.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Variables loaded onto components in principal component analysis (PCA) within samplings: <bold>(A)</bold> Transfer (1d), <bold>(B)</bold> Acclimation (45d), and <bold>(C)</bold> ACT (1h).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left" colspan="6">(A)</th>
</tr>
<tr>
<th valign="top" align="left">Transfer, 1 day</th>
<th valign="top" align="center">Component 1 (59.97%)</th>
<th valign="top" align="center">Component 2 (15.89%)</th>
<th valign="top" align="center">Component 3 (7.05%)</th>
<th valign="top" align="center"/>
<th valign="top" align="center"/>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.980</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b1;</td>
<td valign="top" align="left">
<bold>0.950</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>pcna</italic>
</td>
<td valign="top" align="left">
<bold>0.922</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.897</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>neurod</italic>
</td>
<td valign="top" align="left">
<bold>0.896</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b1;</td>
<td valign="top" align="left">
<bold>0.868</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.858</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b1;</td>
<td valign="top" align="left">
<bold>0.85</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crfbp</italic>
</td>
<td valign="top" align="left">
<bold>0.825</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>mr</italic>
</td>
<td valign="top" align="left">
<bold>0.793</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.974</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>bdnf</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.885</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b2;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.455</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cortisol</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.713</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>cfos</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.700</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left" colspan="6">
<bold>(B)</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>Acclimation, 45 days</bold>
</td>
<td valign="top" align="left">
<bold>Component 1 (38.3%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 2 (16.64%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 3 (10.61%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 4 (8.66%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 5 (6.24%)</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>neurod</italic>
</td>
<td valign="top" align="left">
<bold>0.861</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>pcna</italic>
</td>
<td valign="top" align="left">
<bold>0.691</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.598</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.514&#xa0;</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>mr</italic>
</td>
<td valign="top" align="left">
<bold>0.561</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.422</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.975</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b2;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.967</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.878</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>c&#x2013;fos</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.788</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b2;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.773</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.714</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>bdnf</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.418</bold>
</td>
<td valign="top" align="left">
<bold>0.572</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cortisol</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.731</bold>
</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.458&#xa0;</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.587</bold>
</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crfbp</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.971</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.568&#xa0;</bold>
</td>
<td valign="top" align="left">
<bold>0.614</bold>
</td>
</tr>
<tr>
<td valign="top" align="left" colspan="6">
<bold>(C)</bold>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>ACT, 1 h</bold>
</td>
<td valign="top" align="left">
<bold>Component 1 (42.55%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 2 (16.78%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 3 (9.91%)</bold>
</td>
<td valign="top" align="left">
<bold>Component 4 (7.63%)</bold>
</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.936</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b1;</td>
<td valign="top" align="left">
<bold>0.853</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr1</italic>&#x3b1;</td>
<td valign="top" align="left">
<bold>0.847</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>gr2</italic>&#x3b2;</td>
<td valign="top" align="left">
<bold>0.843</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>mr</italic>
</td>
<td valign="top" align="left">
<bold>0.792</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>neurod</italic>
</td>
<td valign="top" align="left">
<bold>0.536</bold>
</td>
<td valign="top" align="left">
<bold>&#x2212;0.455</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>c&#x2013;fos</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.908</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>bdnf</italic>
</td>
<td valign="top" align="left">
<bold>0.485</bold>
</td>
<td valign="top" align="left">
<bold>0.688</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.662</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>pcna</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.661</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>hsd11b2</italic>&#x3b2;</td>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>&#x2212;0.614&#xa0;</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b1;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.934</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crf</italic>&#x3b2;</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.774</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>crfbp</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.585</bold>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="top" align="left">
<italic>Cortisol</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left"/>
<td valign="top" align="left">
<bold>0.988</bold>
</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Variables included: crf&#x3b1;, crf&#x3b2;, crfbp, hsd11b2&#x3b1;, hsd11b2&#x3b2;, mr, gr1&#x3b1;, gr1&#x3b2;, gr2&#x3b1;, gr2&#x3b2;, neurod, pcna, bdnf, c&#x2013;fos, and circulating plasma cortisol. Scores between 0.400 and &#x2212;0.400 were excluded from loading on to a component. Percentages indicate the amount of variation explained by each component.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>4 Discussion</title>
<p>The inter&#x2013;relationship between the stress axis, neural activation, and cognitive plasticity for stress resilience is well documented and provides important underlying information as to the degree of stress being experienced (<xref ref-type="bibr" rid="B60">S&#xf8;rensen et al., 2011</xref>; <xref ref-type="bibr" rid="B62">S&#xf8;rensen et al., 2012</xref>; <xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>; <xref ref-type="bibr" rid="B43">Manuel et al., 2014b</xref>; <xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>). Still, it is well noted that both early life experiences and circadian rhythm can differentially influence stress responses and brain plasticity, therefore, when interpreting changes in these parameters, such implications should be kept in mind (<xref ref-type="bibr" rid="B4">Auperin and Geslin, 2008</xref>; <xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B66">S&#xe1;nchez&#x2013;V&#xe1;zquez et al., 2019</xref>). Further, it is important to clarify that the work done here in interpreting relative transcript abundance does not always translate to the protein abundances. This is due to differences in protein turnover rates and a multitude of regulatory possibilities at transcriptional, translational, and post&#x2013;translational levels (<xref ref-type="bibr" rid="B41">Maier et al., 2009</xref>), therefore, caution is advised when interpreting these results. Our findings reveal that transfer to elevated temperatures may contain welfare concerns for post&#x2013;smolt Atlantic salmon, with fish transferred to 16&#xb0;C and 18&#xb0;C, experiencing largest challenges and allostatic loads. These groups displayed a suppression in stress responses to the abrupt temperature transfer, whereas after acclimation, although cortisol responses to ACTs were maintained similar, neural activation (<italic>c&#x2013;fos</italic>) to ACTs was elevated with increasing acclimation temperature, alongside an upregulation in <italic>bdnf</italic> at 18&#xb0;C. Moreover, telencephalic CR profiles were disturbed, showing an elevation in <italic>gr1&#x3b1;</italic> and suppression in <italic>hsd11b2</italic> when initially transferred to 16&#xb0;C and 18&#xb0;C, respectively, whereas a suppression in both <italic>mr</italic> and <italic>hsd11b2</italic> persisted following acclimation to these temperatures. This lowered the <italic>mr/gr1&#x3b1;</italic> ratio when initially transferred to 16&#xb0;C, whereas, following acclimation, both paralog&#x2013;specific <italic>mr/gr1</italic> ratios were lowered at 16&#xb0;C and 18&#xb0;C. Together with the suppression in <italic>hsd11b2</italic> seen at elevated temperatures, suggesting lower inhibition of cortisol action, these CR&#x2013;related disturbances could be the reason of stress&#x2013;induced disparities in receptor stimulation when exposed to 16&#xb0;C and 18&#xb0;C. Consistently, this coincided with a suppression in telencephalic <italic>neurod</italic> and <italic>pcna</italic> at 16&#xb0;C and 18&#xb0;C after acclimation, suggesting impacts on telencephalic neural processes. Taken together, post&#x2013;smolt transfer to 16&#xb0;C and 18&#xb0;C cues improper stress responses and telencephalic functions, which could propose for inferior underlying cognitive capabilities and elevated stress loads, and has potential implications for post&#x2013;smolt welfare. However, it should be noted that no mortalities were observed during the trials, reasoning that fish still tolerate these temperatures at least within the time frame studied.</p>
<sec id="s4_1">
<title>4.1 Temperature Transfer</title>
<p>Rapid thermal changes can have considerable homeostatic impacts in ectotherms, which, depending on severity, can either inhibit or maintain a capacity to mount a proper response to the challenge (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>). If the stressor severity becomes overwhelming (allostatic overload), then this may detrimentally impact physiology by suppressing functions and reducing capacities to manage added challenges (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>; <xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>).</p>
<sec id="s4_1_1">
<title>4.1.1 Telencephalic Regulation</title>
<p>Temperature modifications to behavior and circulating cortisol profiles have been evidenced in various teleost species (<xref ref-type="bibr" rid="B33">Lankford et al., 2003</xref>; <xref ref-type="bibr" rid="B10">Davis, 2004</xref>; <xref ref-type="bibr" rid="B38">Madaro et al., 2018</xref>), however, few studies have addressed the potential mechanisms behind these divergences and their implication on key neural processes of the telencephalon. Our findings show that post&#x2013;smolts abruptly transferred from 10&#xb0;C to warmer temperatures, 13&#xb0;C and 16&#xb0;C, maintained elevated plasma cortisol concentrations, whereas fish transferred to 18&#xb0;C lacked a cortisol response altogether (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Similarly, telencephalic <italic>c&#x2013;fos</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) was elevated in the 13&#xb0;C and 16&#xb0;C groups, with post&#x2013;smolts transferred to 13&#xb0;C having the strongest response. This implies that the stress response is still well retained when transferred to 13&#xb0;C, while a suppression begins to manifest at 16&#xb0;C and becomes absent at 18&#xb0;C. Similar cortisol responses are demonstrated in chronically stressed Atlantic salmon (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>). Consistent with this notion, post&#x2013;smolts transferred to 16&#xb0;C and 18&#xb0;C upregulated telencephalic <italic>crfbp</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>), suggesting a downregulation in the crf system, a typical indicator of a suppressed stress response (<xref ref-type="bibr" rid="B43">Manuel et al., 2014b</xref>; <xref ref-type="bibr" rid="B20">Gorissen and Flik, 2016</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>). In contrast, <italic>crf</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A, B</bold>
</xref>) was elevated in post&#x2013;smolts transferred to 13&#xb0;C, supporting a still active crf system that aligns to the largest stress responses seen at this transfer temperature (<xref ref-type="bibr" rid="B20">Gorissen and Flik, 2016</xref>). Taken together, these findings suggest impacted stress response capacities in post&#x2013;smolts when transferred to 16&#xb0;C and 18&#xb0;C, with the latter group resembling physiological indices coherent to chronically stressed fish (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>; <xref ref-type="bibr" rid="B65">Samaras et al., 2018</xref>), that could suggest allostatic loads are beginning to surpass the animal&#x2019;s reactive scope (<xref ref-type="bibr" rid="B58">Romero et al., 2009</xref>).</p>
<p>This differential regulation in stress responses also coincided with alterations to CR profiles, with the 13&#xb0;C group displaying elevated <italic>mr</italic> and <italic>gr2&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2F, I</bold>
</xref>), the 16&#xb0;C group showing an upregulation in <italic>gr1&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>), whereas, surprisingly, CRs were less affected in post&#x2013;smolts transferred to 18&#xb0;C. Moreover, this differential regulation in CRs was associated with an elevated <italic>mr/gr1&#x3b2;</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>) in post&#x2013;smolts transferred to 13&#xb0;C, whereas fish at 16&#xb0;C had a lower <italic>mr/gr1&#x3b1;</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). Collectively, these CR changes could cue an upregulation in mr&#x2013; and gr1&#x2013;related functions when transferred to 13&#xb0;C and 16&#xb0;C, respectively. Elevated <italic>mr</italic> at 13&#xb0;C may also imply that stress conditions are still tolerable, considering the sensitivity of this receptor to cortisol stimulation (<xref ref-type="bibr" rid="B72">Stolte et al., 2008</xref>), suggesting that the beneficial physiological effects of mr&#x2013;related signaling may still be retained to cope with stress loads at this transfer temperature (<xref ref-type="bibr" rid="B27">Karst et al., 2005</xref>). Conversely, larger gr1 activation, as suggested by elevated <italic>gr1&#x3b1;</italic> at 16&#xb0;C (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>), is a common indice of elevated cortisol stimulation that could represent a larger demand to suppress tissue functions and prevent overstimulation (<xref ref-type="bibr" rid="B72">Stolte et al., 2008</xref>), reasoning elevated challenges. Alternatively, the decrease in <italic>mr/gr1</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) seen at 16&#xb0;C may also propose an attempt to reduce mr bioavailability, perhaps to limit larger disparities in receptor stimulation as stress loads accumulate. In contrast, fish transferred to 18&#xb0;C, having a suppressed CRF system (increased <italic>crfb</italic>p) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>) and absent stress responses (cortisol and <italic>c&#x2013;fos</italic>) (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4D</bold>
</xref>), may explain the limited modulations in CRs as cortisol&#x2013;related stimulation is readily retained low, thereby lowering the demand to regulate receptor functions. In support, the downregulation in <italic>hsd11b2</italic> at 18&#xb0;C (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>) could propose a lower need to inhibit cortisol action (<xref ref-type="bibr" rid="B3">Alikhani&#x2013;Koopaei et al., 2004</xref>; <xref ref-type="bibr" rid="B1">Alderman and Vijayan, 2012</xref>). In summary, these telencephalic indices in stress&#x2013;related genes at 18&#xb0;C also potentially suggest a convergence toward a reduced reactive scope, with the 16&#xb0;C group showing an intermediate response (<xref ref-type="bibr" rid="B58">Romero et al., 2009</xref>). Contrastingly, post&#x2013;smolts going from 10&#xb0;C to 13&#xb0;C seemingly still retain proper stress responses and telencephalic capacities, cueing manageable stress loads.</p>
</sec>
<sec id="s4_1_2">
<title>4.1.2 Regulation of Neural Plasticity and Neurogenesis</title>
<p>Cognition plays key roles in fish stress resilience, in which mild or severe challenges can evoke rapid changes in neural plasticity that modulate cognitive functions either detrimentally or beneficially (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>). Post&#x2013;smolts elevated <italic>bdnf</italic> when rapidly transferred to 13&#xb0;C, in line with our recent findings observing a similar response in fish when exposed from 13&#xb0;C down to 7&#xb0;C and 4&#xb0;C (<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>). This supports the importance of BDNF in managing rapid onsets in stress (<xref ref-type="bibr" rid="B79">Vindas et al., 2017</xref>). Elevated bdnf may help resist the adverse effects of cortisol overstimulation on neural networks to preserve neuronal integrity, thus presenting a surprisingly robust response (<xref ref-type="bibr" rid="B79">Vindas et al., 2017</xref>). Consistently, bdnf has also shown to promote rapid shifts in behavior to benefit stress resilience under large allostatic loads, as reported for inhibitory behavioral phenotypes (<xref ref-type="bibr" rid="B71">Soliman et al., 2010</xref>; <xref ref-type="bibr" rid="B42">Manuel et al., 2014a</xref>). Nevertheless, although alteration of bdnf is robust, it also implies a larger demand to resist more adverse stress loads, logically suggesting that rapid temperature elevations are stressful for post&#x2013;smolts. Surprisingly, in line with the stress response and CR patterns (see Section <italic>4.1.1.</italic>), <italic>bdnf</italic> showed a limited differential regulation in post&#x2013;smolts transferred to 16&#xb0;C and 18&#xb0;C (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) despite facing a greater thermal challenge. This could suggest greater challenges in line with the downregulation in stress response capacities seen to begin at 16&#xb0;C and worse at 18&#xb0;C (see Section <italic>4.1.1.</italic>). Alternatively, it cannot be ruled out that suppressed stress functions at 16&#xb0;C and 18&#xb0;C may lessen the need to regulate <italic>bdnf</italic> to protect neuronal circuits, e.g., if cortisol&#x2013;related stimulation is retained low. However, because allostatic overloads are well recognized to hampering neural functions (<xref ref-type="bibr" rid="B30">Korte et al., 2007</xref>; <xref ref-type="bibr" rid="B58">Romero et al., 2009</xref>), this still remains a viable alternative for this limited <italic>bdnf</italic> regulation seen at 16&#xb0;C and 18&#xb0;C (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). In support, post&#x2013;smolts transferred to 16&#xb0;C and, especially, 18&#xb0;C also displayed a suppression in <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), suggesting a declining pool of differentiating neurons and reduced neural plasticity. Because of the importance of neurod in memory and learning (<xref ref-type="bibr" rid="B64">Salvanes et al., 2013</xref>; <xref ref-type="bibr" rid="B21">Grassie et al., 2013</xref>), this could argue an inferior cognitive capacity in post&#x2013;smolts to manage the prevailing stress loads when transferred to 16&#xb0;C and 18&#xb0;C. This starkly contrasts post&#x2013;smolts transferred to 13&#xb0;C, which still maintained or elevated these neural plasticity markers (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A&#x2013;C</bold>
</xref>). Taken together, these findings suggest that the transfer of post&#x2013;smolts to 13&#xb0;C shows indices of superior cognitive capacities compared to 16&#xb0;C and 18&#xb0;C, which, in part, may be due to larger impacts of stress loads on telencephalic neural processes at these higher temperatures.</p>
<p>Stress acts through the actions of CRs to modify neural plasticity, with prior reports demonstrating stimulatory effects of mr, such as for neurod (<xref ref-type="bibr" rid="B76">Van Weert et al., 2017</xref>; <xref ref-type="bibr" rid="B77">van Weert et al., 2019</xref>) and bdnf (<xref ref-type="bibr" rid="B73">Suri and Vaidya, 2013</xref>), whereas, in contrast, gr1 being inhibitory (<xref ref-type="bibr" rid="B73">Suri and Vaidya, 2013</xref>; <xref ref-type="bibr" rid="B56">Pavlidis et al., 2015</xref>; <xref ref-type="bibr" rid="B9">Chen et al., 2017</xref>). In line with this, our findings reveal stress&#x2013;related elevation in <italic>mr</italic> and the <italic>mr/gr1&#x3b2;</italic> ratio (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2F</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3B</bold>
</xref>) when transferring post&#x2013;smolts to 13&#xb0;C that coincidently maintained <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) and elevated <italic>bdnf</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). However, it should not be ruled out that crf may also play roles in neural regulation, for instance, <italic>bdnf</italic> grouped strongly with <italic>crf</italic> in PC2 of the PCA (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>). Nevertheless, these effects inversely mirrored that seen in neural plasticity for post&#x2013;smolts transferred to 16&#xb0;C, having elevated <italic>gr1&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2G</bold>
</xref>), and suppressed <italic>hsd11b2</italic> at 18&#xb0;C (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>). In particular, the downregulation in <italic>hsd11b2</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>) at 18&#xb0;C coincided with the strongest suppression in <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>), supporting prior evidence that hsd11b2 plays important functions in maintaining proper neural development (<xref ref-type="bibr" rid="B1">Alderman and Vijayan, 2012</xref>). Conforming to the inter&#x2013;relationship between stress&#x2013;related genes and neural plasticity, the PCA results of Transfer (1d) revealed a strong loading of neural plasticity markers with these regulatory genes in the same component (PC1) that explained a large portion of the variance (59.97%) (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>). Conversely, cortisol and <italic>c&#x2013;fos</italic> grouped together in component 3, revealing a negative loading compared to the other components, perhaps supporting a similar but opposing trend when compared neural plasticity and their regulatory genes (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2A</bold>
</xref>). Still, although these findings point to the importance of these stress&#x2013;related genes in regulating neural plasticity, further mechanistic studies are required, considering the complexity of these neural pathways. In summary, these data suggest that post&#x2013;smolt transfer from 10&#xb0;C to 16&#xb0;C and 18&#xb0;C may impede vital telencephalic functions, whereas transfer to 13&#xb0;C revealed to be more favorable in sustaining stress and telencephalic responses needed to promote stress resilience and adaptation to the challenge.</p>
</sec>
</sec>
<sec id="s4_2">
<title>4.2 Acclimation (45d) and Responses to ACTs (1h)</title>
<p>Following long&#x2013;term exposure to the thermal stressor, if the accumulation of challenges is still tolerable, then neural adjustments become crucial for sustaining homeostasis and progressing challenge adaptation to manage persisting allostatic loads (<xref ref-type="bibr" rid="B12">Ebbesson and Braithwaite, 2012</xref>). Therefore, differences in these neural adaptations can indicate varying stress loads and impeded welfare, especially if neural adjustments become suppressed.</p>
<sec id="s4_2_1">
<title>4.2.1 Telencephalic Regulation</title>
<p>When acclimated, cortisol concentrations were basal, indicating recovery from the initial temperature transfer period (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Further, in response to the ACTs, all treatments responded with elevated cortisol levels, however, no effect of temperature was observed on the circulating levels (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This starkly contrasts our previous work (<xref ref-type="bibr" rid="B74">Tang et al., 2022</xref>) and others (<xref ref-type="bibr" rid="B38">Madaro et al., 2018</xref>), demonstrating a suppression in cortisol responses when acclimating post&#x2013;smolts to temperatures below 13&#xb0;C. However, the present findings are consistent with a prior study in Atlantic salmon, similarly reporting limited modulation in stress&#x2013;related cortisol release above 12&#xb0;C (<xref ref-type="bibr" rid="B38">Madaro et al., 2018</xref>). Contrasting the cortisol responses, the telencephalic induction of <italic>c&#x2013;fos</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) to the ACTs increased with increasing acclimation temperature, suggesting larger neural activation to stress at elevated temperatures. As the induction of <italic>c&#x2013;fos</italic> is noted for its dependence on stress/stimulus strength (<xref ref-type="bibr" rid="B31">Kov&#xe1;cs, 1998</xref>) and elevation during both acute and chronic stresses (<xref ref-type="bibr" rid="B56">Pavlidis et al., 2015</xref>), this could imply that post&#x2013;smolts experience greater stress loads when challenged at elevated temperatures, 16&#xb0;C and 18&#xb0;C (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>), despite not translating to greater circulating cortisol levels. Therefore, these findings demonstrate <italic>c&#x2013;fos</italic> as a relevant stress marker, which, when used in tandem with cortisol, should be considered in future stress studies.</p>
<p>A dual elevation in both <italic>crf</italic> and <italic>crfbp</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2A&#x2013;C</bold>
</xref>) was observed in post&#x2013;smolts acclimated to 13&#xb0;C. However, in line with the limited differences in cortisol levels at a steady state, no clear differential regulation between the acclimation treatments was detected for <italic>crf</italic> and <italic>crfbp</italic>, suggesting that the CRF system at least within the telencephalon was unaffected by prevailing acclimation temperature at a steady state. Conversely, in response to the ACTs, <italic>crfbp</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2C</bold>
</xref>) was downregulated in post&#x2013;smolts acclimated to 13&#xb0;C, whereas the elevated levels of <italic>crf&#x3b1;</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) were still maintained. This lower abundance of <italic>crfbp</italic> when stressed at 13&#xb0;C could serve to enhance the telencephalic activation of the CRF system to manage neural capacities (<xref ref-type="bibr" rid="B20">Gorissen and Flik, 2016</xref>). However, as no variation in the cortisol levels (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) were observed when stressed, the reason behind upregulating this system in the telencephalon requires further study. In contrast, post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C showed a direct suppression in <italic>gr2</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2I, J</bold>
</xref>), <italic>mr</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>), and lower <italic>mr/gr1</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>). This may suggest that fish acclimated to 16&#xb0;C and 18&#xb0;C retain perturbations and disparities in stimulation of mr&#x2013; and gr2&#x2013;related functions, which are suppressed as a protective mechanism (<xref ref-type="bibr" rid="B40">Madaro et al., 2015</xref>). Moreover, the lower <italic>mr/gr1</italic> ratio at 16&#xb0;C and 18&#xb0;C (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>) may be seen as attempt to downplay mr&#x2013;related functions or alternatively enhance the bioavailability of gr1 for stimulation to suppress and preserve telencephalic neural processes from elevated stress loads (<xref ref-type="bibr" rid="B72">Stolte et al., 2008</xref>). Further, the <italic>hsd11b2</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>) became co&#x2013;suppressed with <italic>mr</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2F</bold>
</xref>) at 16&#xb0;C and 18&#xb0;C, which supports prior work describing a tight regulatory link of hsd11b2 over mr&#x2013;related action (<xref ref-type="bibr" rid="B3">Alikhani&#x2013;Koopaei et al., 2004</xref>). Thus, the suppression in <italic>hsd11b2</italic> at 16&#xb0;C and 18&#xb0;C may reflect a repercussion to the stress&#x2013;related suppression in <italic>mr</italic>, inherently reducing the demand to maintain elevated hsd11b2 (<xref ref-type="bibr" rid="B1">Alderman and Vijayan, 2012</xref>). Taken together, these perturbations in stress&#x2013;related genes, <italic>mr</italic>, <italic>gr2</italic>, and <italic>hsd11b2</italic>, when acclimated to 16&#xb0;C and 18&#xb0;C, cue greater disparities in telencephalic regulation, suggesting a continuation of challenges even after acclimation. Further, considering the importance of mr and gr2 in stimulating neural capacities (<xref ref-type="bibr" rid="B27">Karst et al., 2005</xref>), perturbations in these may inadvertently inflict disruptions to telencephalic processes, such as neural plasticity and neurogenesis, and implicate welfare.</p>
</sec>
<sec id="s4_2_2">
<title>4.2.2 Regulation of Neural Plasticity and Neurogenesis</title>
<p>Consistent with the seen perturbations in CRs (Section 4.2.1.), acclimating post&#x2013;smolts to 16&#xb0;C and 18&#xb0;C suppressed telencephalic <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>) and <italic>pcna</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>), suggesting stress&#x2013;related impacts on neural differentiation and neurogenesis (<xref ref-type="bibr" rid="B60">S&#xf8;rensen et al., 2011</xref>; <xref ref-type="bibr" rid="B62">S&#xf8;rensen et al., 2012</xref>). Such inhibition of neural functions can impair cognition, due to the well noted roles of these processes in memory and learning (<xref ref-type="bibr" rid="B21">Grassie et al., 2013</xref>; <xref ref-type="bibr" rid="B2">Alfonso et al., 2019</xref>). Further, these hampered indices of neural plasticity at 16&#xb0;C and 18&#xb0;C aligned with the largest <italic>c&#x2013;fos</italic> induction when stressed by the ACTs (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) (Section 4.2.1.) (<xref ref-type="bibr" rid="B31">Kov&#xe1;cs, 1998</xref>), which may suggest thermal&#x2013;related disruptions in telencephalic functions. In support, post&#x2013;smolts acclimated to 18&#xb0;C also elevated <italic>bdnf</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>) when challenged by the ACT, cueing a larger demand to protect neuronal circuits from cortisol or shift behavioral phenotypes to adjust to added stress loads, suggesting elevated stress loads to added challenges (<xref ref-type="bibr" rid="B42">Manuel et al., 2014a</xref>; <xref ref-type="bibr" rid="B79">Vindas et al., 2017</xref>; <xref ref-type="bibr" rid="B36">Linz et al., 2019</xref>).</p>
<p>It is noteworthy that the levels of <italic>neurod</italic> and <italic>pcna</italic> ran anti&#x2013;parallel to the stress&#x2013;induced telencephalic induction of <italic>c&#x2013;fos</italic> to ACTs at 16&#xb0;C and 18&#xb0;C (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B, D</bold>
</xref>). Although still warranting further study, prior reports in mammals demonstrate the importance of <italic>c&#x2013;fos</italic> for synaptic plasticity of learning and memory processes (<xref ref-type="bibr" rid="B23">Guzowski et al., 2001</xref>; <xref ref-type="bibr" rid="B13">Fleischmann et al., 2003</xref>). Therefore, it is tempting to speculate whether the larger activation of <italic>c&#x2013;fos</italic> could relate to attempts to support neural plasticity if dysfunctions in these processes begin emerging in post&#x2013;smolts at elevated temperatures. Still, it should not be ruled out that the larger induction of telencephalic <italic>c&#x2013;fos</italic> may also represent alternative mechanisms to activate other neural pathways to satisfy telencephalic requirements and abilities when challenged at these more stressful temperatures. For example, the importance of <italic>c&#x2013;fos</italic> activation is also noted for hippocampal&#x2013;dependent spatial and fear memory (<xref ref-type="bibr" rid="B28">Katche and Medina, 2017</xref>) and could align to the elevation in bndf when stressed at 18&#xb0;C, which is specifically noted for roles in fear avoidance in fish (<xref ref-type="bibr" rid="B42">Manuel et al., 2014a</xref>). Consistently, when stressed, both <italic>neurod</italic> and <italic>pcna</italic> negatively loaded with <italic>c&#x2013;fos</italic> and <italic>bdnf</italic> into PC2, suggesting opposing response effects (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2C</bold>
</xref>). Still, because of our rudimentary understanding over IEG pathways in fish, further mechanistic study is required.</p>
<p>Reminiscent to the initial transfer phase (Section 4.1.2.), the suppression in <italic>pcna</italic> and <italic>neurod</italic> (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>) when acclimated to 16&#xb0;C and 18&#xb0;C coincided with the suppression in <italic>gr2</italic> (&#x3b1; and &#x3b2;) and <italic>mr</italic> and lower <italic>mr/gr1</italic> ratio (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2F, I ,J</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3A, B</bold>
</xref>), providing further support to the consensus that stress acts through CRs to modify neural processes (<xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>; <xref ref-type="bibr" rid="B63">Sadoul et al., 2018</xref>). This is also supported by the PCAs showing that <italic>mr</italic> and <italic>gr2&#x3b2;</italic> loaded strongly with neural markers <italic>neurod</italic> and <italic>pcna</italic> in PC1 (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2B</bold>
</xref>). This is consistent with prior evidence in mammals and fish, demonstrating a tight coupling of mr over neurod potentiation, with this study also pointing to the importance of gr2 (<xref ref-type="bibr" rid="B77">van Weert et al., 2019</xref>; <xref ref-type="bibr" rid="B2">Alfonso et al., 2019</xref>). Moreover, it is not inconceivable that similar regulatory mechanisms may also exist for pcna in the fishes (<xref ref-type="bibr" rid="B34">Le Menuet and Lomb&#xe8;s, 2014</xref>). The importance of hsd11b2 for neural processes should also not be undermined as these findings reveal post&#x2013;smolts acclimated to 16&#xb0;C and 18&#xb0;C to having suppressed telencephalic <italic>hsd11b2</italic> (&#x3b1; and &#x3b2;) (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2D, E</bold>
</xref>), coinciding with both suppressed <italic>mr</italic> and <italic>gr2</italic> (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2F, I, J</bold>
</xref>) and neural plasticity (<italic>neurod</italic> and <italic>pcna</italic>) (<xref ref-type="fig" rid="f4">
<bold>Figures&#xa0;4A, B</bold>
</xref>). This supports reports localizing this enzyme in the neurogenic regions of the telencephalon that argues an importance in limiting discrepancies in CR activity to prevent untimely neural differentiation (<xref ref-type="bibr" rid="B1">Alderman and Vijayan, 2012</xref>). In support, <italic>hsd11b2</italic>, <italic>pcna</italic>, and <italic>neurod</italic> loaded negatively together in PC2 of stressed post&#x2013;smolts (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2C</bold>
</xref>). Nevertheless, it still should not be ruled out that the lower <italic>mr/gr1</italic> ratio (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3A, B</bold>
</xref>) at elevated temperatures may also progress the physiological bioavailability GR1 over neural functions (<xref ref-type="bibr" rid="B11">De Kloet et al., 2005</xref>; <xref ref-type="bibr" rid="B61">S&#xf8;rensen et al., 2013</xref>; <xref ref-type="bibr" rid="B53">Odaka et al., 2017</xref>). In line, studies support the importance of full GR activation for IEG induction (<xref ref-type="bibr" rid="B22">Guti&#xe8;rrez&#x2013;Mecinas et al., 2011</xref>; <xref ref-type="bibr" rid="B48">Mifsud and Reul, 2018</xref>), which may alternatively account for the larger induction of <italic>c&#x2013;fos</italic> (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4D</bold>
</xref>) at elevated temperatures. In line with this, although not seen when stressed, <italic>c&#x2013;fos</italic> loaded strongly with <italic>gr1</italic> (&#x3b1; and &#x3b2;) and <italic>gr2</italic>&#x3b1; in PC3 in non&#x2013;stressed acclimated fish (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2B</bold>
</xref>). Still, due to the complexity of these regulatory pathways, further studies are warranted.</p>
<p>In summary, acclimation to 16&#xb0;C and 18&#xb0;C lowered the telencephalic expression of genes related to the CRF system (<italic>crf &#x3b1;&#x3b2;</italic> and <italic>crfbp</italic>) while suppressing <italic>mr</italic> and <italic>gr2</italic> (&#x3b1; and &#x3b2;) and lowered the <italic>mr/gr1</italic> ratio. These coincided with downregulation in neural plasticity markers <italic>neurod</italic> and <italic>pcna</italic> while elevating <italic>c&#x2013;fos</italic> induction to added stress at 16&#xb0;C and 18&#xb0;C. Together, these indices suggest that challenges are sustained in post&#x2013;smolts when acclimated to 16&#xb0;C and 18&#xb0;C, which may impede proper neural development and have consequences for welfare. Therefore, further investigation is warranted on these temperature&#x2013;related functional and neuro&#x2013;anatomical effects and their consequences for cognitive functions.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<title>5 Conclusions</title>
<p>This study shows that temperature elevations to 16&#xb0;C and 18&#xb0;C impair post&#x2013;smolt stress responses and telencephalic functions, which may contain long&#x2013;lasting challenges and elevated allostatic loads. The rapid transfer from 10&#xb0;C to 16&#xb0;C and 18&#xb0;C revealed dampened telencephalic responses for <italic>c&#x2013;fos</italic>, which, at 18&#xb0;C, also presented as suppressed cortisol concentrations. These could cue stress&#x2013;related reductions in stress response capabilities to handle challenges when exposed to these thermal transfers. Further, post&#x2013;smolt transfer at 16&#xb0;C contained elevated <italic>gr1&#x3b1;</italic> and a lower <italic>mr/gr1&#x3b1;</italic> ratio, proposing larger stress loads. However, abrupt transfer to 18&#xb0;C showed the most adverse indices, indicating suppressed neural plasticity in addition to the absent stress responses (cortisol, <italic>c&#x2013;fos</italic>), which commonly mimic physiological indices of chronic stress. On the other hand, the abrupt transfer of post&#x2013;smolts to 13&#xb0;C still robustly retained telencephalic capacities, which were even enhanced toward the thermal challenge, indicating that stress loads can be dealt with physiologically. Following acclimation, the regulation of telencephalic CRs converged to a direct suppression in <italic>mr</italic> and <italic>gr2</italic> (&#x3b1; and &#x3b2;) and a lower <italic>mr/gr1</italic> ratio in post&#x2013;smolts at 16&#xb0;C and 18&#xb0;C. This implies that stress&#x2013;related disparities in CR functions hold standfast even after apparent acclimation to these temperatures, supporting long&#x2013;lasting stress&#x2013;related effects at 16&#xb0;C and 18&#xb0;C. Moreover, these coincided with a suppression in <italic>neurod</italic> and <italic>pcna</italic>, suggesting a reduction in neural plasticity and neurogenesis, respectively, that plausibly imply inferior adaptation and cognitive abilities. Consistently, the induction of <italic>c&#x2013;fos</italic> to ACTs was elevated at 16&#xb0;C and 18&#xb0;C, suggesting larger stress loads, with fish acclimated to 18&#xb0;C, additionally showing elevating the level of <italic>bdnf</italic>, implying an added level of challenge. Taken together, our data suggest that post&#x2013;smolt transfer from 10&#xb0;C to 16&#xb0;C and 18&#xb0;C should be avoided due to indices of larger stress&#x2013;related dysfunctions in the telencephalon that may cue compromised cognitive functions that are vital for stress resilience and welfare.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Ethics Statement</title>
<p>The animal study was reviewed and approved by Norwegian Food Safety Authority.</p>
</sec>
<sec id="s8" sec-type="author-contributions">
<title>Author Contributions</title>
<p>TP performed conceptualization, and data acquisition, analysis and interpretation, followed by producing the original manuscript draft and revision. SS was involved in the revision of the manuscript. GN were involved in conception of design and acquisition of data, manuscript revision. NT was involved in conception of the design, and manuscript revision. GM was involved in acquisition of data and manuscript revision. EE was involved in conceptualization, and data analysis and interpretation and revision of manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This study was funded by the Norwegian Research Council (Grant/Award Number: 237856/O30) apart of the Centre for Research&#x2013;based Innovation, CtrlAQUA. Additional funding was provided by Norwegian Research Centre AS (NORCE) and University of Bergen.</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
</p>
</sec>
</body>
<back>
<ack>
<title>Acknowledgments</title>
<p>We would like to give special thanks to Egor Gaidukov and Valentina Tronci for their valuable contribution and participation in experimental work and data acquisition.</p>
</ack>
<sec id="s12" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2022.926136/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.926136/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image_1.tif" id="SF1" mimetype="image/tiff"/>
<supplementary-material xlink:href="Image_2.tif" id="SF2" mimetype="image/tiff"/>
<supplementary-material xlink:href="Image_3.tif" id="SF3" mimetype="image/tiff"/>
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