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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2023.1259402</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: New frontiers in the application of stable isotopes to ecological and ecophysiological research</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hobson</surname>
<given-names>Keith 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/480473"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Whiteman</surname>
<given-names>John P.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1040497"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Newsome</surname>
<given-names>Seth D.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/296134"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Western University</institution>, <addr-line>London, ON</addr-line>, <country>Canada</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Science and Technology Branch, Division of Environment and Climate Change, Government of Canada</institution>, <addr-line>Saskatoon, SK</addr-line>, <country>Canada</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Biological Sciences, College of Sciences, Old Dominion University</institution>, <addr-line>Norfolk, NE</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Biology, University of New Mexico</institution>, <addr-line>Albuquerque, NM</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Jonathon H. Stillman, San Francisco State University, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Keith A. Hobson, <email xlink:href="mailto:khobson6@uwo.ca">khobson6@uwo.ca</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1259402</elocation-id>
<history>
<date date-type="received">
<day>15</day>
<month>07</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Hobson, Whiteman and Newsome</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hobson, Whiteman and Newsome</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" xlink:href="https://www.frontiersin.org/research-topics/30756" ext-link-type="uri">Editorial on the Research Topic <article-title>New frontiers in the application of stable isotopes to ecological and ecophysiological research</article-title>
</related-article>
<kwd-group>
<kwd>bulk tissues</kwd>
<kwd>compound-specific analyses</kwd>
<kwd>C,N,O,H,S</kwd>
<kwd>metabolic routing</kwd>
<kwd>origins of nutrients</kwd>
<kwd>metabolism</kwd>
<kwd>adding tools</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="6"/>
<page-count count="3"/>
<word-count count="1599"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Ecophysiology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<p>Application of the measurements of naturally occurring stable isotopes in animal tissues has expanded greatly over the last few decades and has become a firmly established component of the ecologist&#x2019;s toolbox (<xref ref-type="bibr" rid="B4">Hoenig et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B2">Hobson, 2023</xref>). This is a rapidly evolving field and we are in the midst of new and exciting developments based on creative uses of this technique and on recent technological and computational breakthroughs that enable us to measure stable isotopes of more and more elements. However, applications to ecophysiological research have generally lagged behind more descriptive ecological investigations, despite the tremendous potential to contribute to this field. Our objectives in formulating this set of 15 papers was to provide readers with examples of new and innovative approaches in the use of tissue isotope measurements to investigate animal ecophysiology, or examples which demonstrate creative ways in which the isotope approach can be combined with other tools to provide novel ecological insights, some of which have implications for species conservation. We are delighted to present this special series of papers because they are overwhelmingly diverse and touch upon several avenues of investigation that provide the reader with an impressive update on the current state of isotopic investigations in animal ecophysiology and community ecology.</p>
<p>There are many hundreds of published papers that have used isotopic measurements of animal tissues to reconstruct diet, trophic position, and/or sources of nutrients fueling food webs. As these approaches have become more established, we are witnessing new and creative combinations of isotopic data with information provided by other techniques. For example, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1139441">Vanderklift et&#xa0;al.</ext-link> combined multiple isotope (&#x3b4;<sup>13</sup>C, &#x3b4;<sup>15</sup>N, and &#x3b4;<sup>34</sup>S) measurements of blood and nails of the turtle <italic>Chelonia mydas</italic> in western Australia with acoustic telemetry to evaluate ontogenetic shifts in diet that could be associated with spatial distributions and habitat use. Importantly, more information was gained using this combination of tools than could be provided by either singly. Similarly, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.986459">Bloomfield et&#xa0;al.</ext-link> used acoustic telemetry and stable isotope measurements to link fish diet with thermal guild and space use in several species of freshwater fish during winter in boreal Canada.</p>
<p>Stable isotope measurements provide a unique opportunity to quickly and efficiently evaluate individual isotopic niches within complex communities that can ultimately be related to niche segregation and responses to broad environmental parameters at the landscape scale. These themes are well represented by the papers by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1082226">Yohannes et&#xa0;al.</ext-link> who, using feather &#x3b4;<sup>13</sup>C, &#x3b4;<sup>15</sup>N and &#x3b4;<sup>34</sup>S, evaluated how a group of closely related birds in a Madagascar rainforest segregate through diet and space use and by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1086616">Sekercioglu et&#xa0;al.</ext-link> who examined isotopically dietary responses of forest birds to fragmentation and juxtaposition to agriculture in Costa Rica. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1053535">Pereira et&#xa0;al.</ext-link> similarly evaluated the effect of land-use practices on caiman in Brazil. Their study importantly made use of varying periods of isotopic integration of different tissue types to extend dietary inferences from the short term (weeks) to many months thereby exploiting one of the key benefits to using an isotope-based approach to reconstruct species diet and habitat use.</p>
<p>Closer to the theme of applying of stable isotope measurements to ecophysiological questions, two papers combined the use of fatty acid profiles with bulk tissue stable isotope measurements of stored lipids. In a captive study, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1055534">Anparasan et&#xa0;al.</ext-link> made use of natural abundance &#x3b4;<sup>13</sup>C measurements in (C<sub>3</sub>) larval diet of a migratory moth to distinguish larval use of essential fatty acids with those derived later during (C<sub>4</sub>) consumption of nectar during the adult stage. That study showed essential fatty acids were conserved across life stages and the isotope data provided a means of identifying origins of larval versus adult diets. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.1006928">Genier et&#xa0;al.</ext-link> similarly quantified fatty acid composition of blood plasma in swallows to investigate their acquisition of essential (omega-3) fatty acids and used plasma &#x3b4;<sup>2</sup>H as a marker of where diets were derived. Aquatic emergent insects generally have lower tissue &#x3b4;<sup>2</sup>H compared to upland insects and this study emphasized the utility of hydrogen isotopes in examining local transfer of resources from aquatic habitats to terrestrial (riparian) communities, a key development given the importance of long-chain polyunsaturated fatty acids (PUFAs) in animal nutrition and how access to these essential nutrients may be threatened by climate change (<xref ref-type="bibr" rid="B5">Shipley et&#xa0;al., 2022</xref>).</p>
<p>Many studies have used animal tissue &#x3b4;<sup>2</sup>H and &#x3b4;<sup>18</sup>O values as a means of forensically assigning individuals to origin based on the long-term Global Network of Isotopes in Precipitation (GNIP) that can be used to create tissue-specific isoscapes (<xref ref-type="bibr" rid="B3">Hobson and Wassenaar, 2019</xref>). Modern assignment algorithms propagate known error based on calibration relationships using tissues from known-origin individuals, but evaluating factors contributing to variance in assignments is of keen interest. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1060836">Lindroos et&#xa0;al.</ext-link> evaluated variance in the &#x3b4;<sup>2</sup>H of monarch butterfly wings related to metabolically active structures such as hemolymph containing veins and determined experimentally that such contributions are small but can be avoided. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1085903">Reich et&#xa0;al.</ext-link> similarly investigated the utility of using trace metals and strontium isotopes in monarch wings as a means of geolocation. That investigation unexpectedly uncovered the effect of sex on wing &#x3b4;<sup>87</sup>Sr values that may complicate the use of this isotope for geolocation purposes.</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1058985">Koehler et&#xa0;al.</ext-link> applied isotopic mapping to estimating origins of illegally traded cheetah cubs seized in east Africa and <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1060982">Dargent et&#xa0;al.</ext-link> combined &#x3b4;<sup>87</sup>Sr and &#x3b4;<sup>2</sup>H measurements to identify local versus migrant spruce budworm. Interestingly, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1058985">Koehler et&#xa0;al.</ext-link> provide the first evidence that whisker &#x3b4;<sup>18</sup>O measurements can provide information on the nutritional influence of nursing in these cubs, which provided a means of avoiding assignment ambiguity if those researchers had used only whisker &#x3b4;<sup>2</sup>H. Apparently, the different metabolic pathways involved in tissue synthesis for oxygen and hydrogen lead to isotopic fractionation differences that can be detected and used to advantage.</p>
<p>The work by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1058985">Koehler et&#xa0;al.</ext-link> clearly emphasizes the value to ecophysiological studies involving the measurement of &#x3b4;<sup>18</sup>O in animal tissues. However, the work of <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1120271">Navarrete et&#xa0;al.</ext-link> is an exceptional example of the kind of detailed information one can derive from expanding the measurement of this element to &#x3b4;<sup>16</sup>O, &#x3b4;<sup>17</sup>O, &#x3b4;<sup>18</sup>O. This triple-oxygen isotope approach was used in conjunction with &#x3b4;<sup>13</sup>C and &#x3b4;<sup>15</sup>N to evaluate the sources of metabolic water to two passerine species that inhabit coastal habitats in Chile where they consume a mixture of marine and terrestrial resources. That study will have immense impact on future research into the contribution of water sources to the water balance of free-ranging birds, a topic of increasing interest as climate change modifies regional precipitation regimes.</p>
<p>Oxygen isotope measurements (&#x3b4;<sup>18</sup>O) were also used by <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1161105">Jones et&#xa0;al.</ext-link> who combined these measurements with &#x3b4;<sup>13</sup>C in fish otoliths to infer metabolic rates in wild populations of plaice. Although that study used an isotopic model provided by <xref ref-type="bibr" rid="B1">Chung et&#xa0;al. (2019)</xref> involving the dual isotopic measurement of aragonite in otoliths, theirs was the first application to a wild population. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1161105">Jones et&#xa0;al.</ext-link> demonstrated that individual fish metabolism was clearly linked to population responses to climate change whereby fish sought out cooler deeper waters and this response had metabolic consequences.</p>
<p>Stable isotope applications to ecological and ecophysiological investigations have undergone a major evolution in recent years due to the more widespread use of compound-specific isotope analyses (CSIA). That work moves beyond bulk tissues to provide isotopic information based on individual fatty acids and amino acids and has provided major insights into metabolic use and origins of key nutrients to animals (<xref ref-type="bibr" rid="B6">Whiteman et&#xa0;al., 2019</xref>). Two papers in our Research Topic make use of this approach. <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2022.1051782">Pilecky et&#xa0;al.</ext-link> examined &#x3b4;<sup>2</sup>H and &#x3b4;<sup>13</sup>C values of individual fatty acids stored in the fat body of migrant monarch butterflies. Apart from indicating the extent of bioconversion of essential vs. non-essential fatty acids, of great interest was their finding that larval-derived omega-3 alpha linoleic acid (ALA) &#x3b4;<sup>2</sup>H was correlated with wing chitin &#x3b4;<sup>2</sup>H supporting the idea that such essential fatty acids are linked largely to the larval diet corresponding to provenance of wing formation. The other study using CSIA came out of the well-established CSIA laboratory of Kelton McMahon where <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2023.1050582">Ramirez et&#xa0;al.</ext-link> used amino acid &#x3b4;<sup>15</sup>N measurements of tissues from endangered hawksbill turtles (<italic>Eretmochelys imbricata</italic>) to establish relative trophic levels of two populations (Florida vs. Texas) that differ dramatically in their growth rates. A major advantage of the CSIA approach is that it can provide trophic information on individuals without the need to assay baseline food web &#x3b4;<sup>15</sup>N values since tissues contain both trophic and source amino acids and the difference between these within an individual provides a self-corrected trophic estimate. This aspect of CSIA allows comparisons of community structure and sources of nutrients to animals separated spatially and temporally.</p>
<p>We maintain the future is bright for the continued application and development of isotopic tools in ecophysiological research. Ecologists have summarized the use of stable isotopes as &#x201c;You are what you eat&#x201d;, reflecting an emphasis on community studies that has long characterized the field. To that, one might add &#x201c;You are what you build&#x201d;, reflecting the increasing use of isotopes to understand exchange and transformation within (in addition to between) organisms. We predict a growing number of studies using natural abundance isotope studies that focus on evaluating field metabolic rates, water budgets, and the use and transport of fatty acids and amino acids to fuel metabolism, growth, and reproduction, especially in migratory animals. As demonstrated in our collection of papers, applications are varied and will continue to diversify.</p>
<sec id="s1" sec-type="author-contributions">
<title>Author contributions</title>
<p>KH: Writing &#x2013; original draft. JW: Writing &#x2013; review &amp; editing. SN: Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s2" 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="s3" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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