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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.2017.00125</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Back to the Origin: <italic>In Situ</italic> Studies Are Needed to Understand Selection during Crop Diversification</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Chen</surname> <given-names>Yolanda H.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/319535/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Shapiro</surname> <given-names>Lori R.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Benrey</surname> <given-names>Betty</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/435533/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cibri&#x000E1;n-Jaramillo</surname> <given-names>Ang&#x000E9;lica</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/41989/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Department of Plant and Soil Science, University of Vermont</institution>, <addr-line>Burlington, VT</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Microbiology and Immunology, Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Department of Applied Ecology, North Carolina State University</institution>, <addr-line>Raleigh, NC</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Laboratory of Evolutionary Entomology, Institute of Biology, University of Neuch&#x000E2;tel</institution>, <addr-line>Neuch&#x000E2;tel</addr-line>, <country>Switzerland</country></aff>
<aff id="aff5"><sup>5</sup><institution>Laboratorio Nacional de Gen&#x000F3;mica para la Biodiversidad, Centro de Investigaci&#x000F3;n y de Estudios Avanzados</institution>, <addr-line>Irapuato</addr-line>, <country>Mexico</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Alejandro Casas, Instituto de Investigaciones en Ecosistemas y Sustentabilidad, Universidad Nacional Aut&#x000F3;noma de M&#x000E9;xico, Mexico</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Shabir Hussain Wani, Michigan State University, United States; Mukhtar Ahmed, Pir Mehr Ali Shah Arid Agriculture University, Pakistan</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Ang&#x000E9;lica Cibri&#x000E1;n-Jaramillo <email>angelica.cibrian&#x00040;gmail.com</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Agroecology and Land Use Systems, a section of the journal Frontiers in Ecology and Evolution</p></fn></author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>10</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>5</volume>
<elocation-id>125</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>09</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Chen, Shapiro, Benrey and Cibri&#x000E1;n-Jaramillo.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Chen, Shapiro, Benrey and Cibri&#x000E1;n-Jaramillo</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) or licensor 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>Crop domestication has been embraced as a model system to study the genetics of plant evolution. Yet, the role of the environment, including biotic forces such as microbial and insect communities, in contributing to crop phenotypes under domestication and diversification has been poorly explored. In particular, there has been limited progress in understanding how human selection, agricultural cultivation (soil disturbance, fertilization, and irrigation), and biotic forces act as selective pressures on crop phenotypes. For example, geographically-structured pathogenic, pestiferous, and mutualistic interactions with crop plants have likely given rise to landraces that interact differently with local microbial and insect communities. In order to understand the adaptive role of crop traits, we argue that more studies should be conducted in the geographic centers of origin to test hypotheses on how abiotic, biotic, and human selective forces have shaped the phenotypes of domesticated plants during crop domestication and subsequent diversification into landraces. In these centers of origin, locally endemic species associated with wild ancestors have likely contributed to the selection on plant phenotypes. We address a range of questions that can only be studied in the geographic center of crop origin, placing emphasis on Mesoamerican polyculture systems, and highlight the significance of <italic>in situ</italic> studies for increasing the sustainability of modern agricultural systems.</p></abstract>
<kwd-group>
<kwd>crop domestication</kwd>
<kwd>agroecology</kwd>
<kwd>evolutionary ecology</kwd>
<kwd>biogeography</kwd>
<kwd>epigenetics</kwd>
<kwd>human culture</kwd>
<kwd>insects</kwd>
<kwd>microbes</kwd>
</kwd-group>
<contract-num rid="cn001">&#x00023;VT-H02301MS</contract-num>
<contract-num rid="cn002">DBI-1202736</contract-num>
<contract-num rid="cn003">31003A_162860</contract-num>
<contract-num rid="cn004">&#x00023;247730</contract-num>
<contract-sponsor id="cn001">U.S. Department of Agriculture<named-content content-type="fundref-id">10.13039/100000199</named-content></contract-sponsor>
<contract-sponsor id="cn002">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content></contract-sponsor>
<contract-sponsor id="cn003">Schweizerischer Nationalfonds zur F&#x000F6;rderung der Wissenschaftlichen Forschung<named-content content-type="fundref-id">10.13039/501100001711</named-content></contract-sponsor>
<contract-sponsor id="cn004">Consejo Nacional de Ciencia y Tecnolog&#x000ED;a<named-content content-type="fundref-id">10.13039/501100003141</named-content></contract-sponsor>
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</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>The domestication of crop plants has fundamentally altered the relationship between humans and their environment (Larson et al., <xref ref-type="bibr" rid="B49">2014</xref>). While the genetics of crops domestication has been widely studied for some common plant species (Darwin, <xref ref-type="bibr" rid="B22">1868</xref>; Evans, <xref ref-type="bibr" rid="B27">1993</xref>; Smartt and Simmonds, <xref ref-type="bibr" rid="B73">1995</xref>; Ladizinsky, <xref ref-type="bibr" rid="B47">1998</xref>; Hancock, <xref ref-type="bibr" rid="B32">2012</xref>), the role of ecological interaction within centers of origin in contributing crop phenotypic diversity has been overlooked (Chen et al., <xref ref-type="bibr" rid="B16">2015</xref>; Perez-Jaramillo et al., <xref ref-type="bibr" rid="B63">2016</xref>). Prior to domestication, wild ancestors of crop plants evolved in association with a broad assemblage of microbes and insects, with which they engaged in a range of pathogenic, predatory, commensal, and mutualistic interactions (Chen et al., <xref ref-type="bibr" rid="B17">2013</xref>; Huang et al., <xref ref-type="bibr" rid="B38">2016</xref>; Perez-Jaramillo et al., <xref ref-type="bibr" rid="B63">2016</xref>). These ecological interactions were almost certainly altered by domestication and when early domesticates were introduced to new locations with unique climates, distinct local biodiversity, and different cultural methods of farming.</p>
<p>The majority of domestication events occurred in specific geographic regions, often within the native range of their wild ancestors (Vavilov, <xref ref-type="bibr" rid="B85">1926</xref>, <xref ref-type="bibr" rid="B86">1951</xref>; Meyer et al., <xref ref-type="bibr" rid="B54">2012</xref>). Despite this, most studies rarely consider whether all interacting species are endemic in the center of origin. We found that only 1.6% of 1,532 studies comparing insect responses on wild and crop plants specifically accounted for biogeographical history (Chen et al., <xref ref-type="bibr" rid="B16">2015</xref>). Geographically-explicit hypotheses are needed to understand <italic>in situ</italic> crop diversification for two reasons. First, human-mediated migration of crops to new regions within centers of origin influenced the genetic structuring of crop populations. Second, domesticated cultivars experienced novel selective pressures imposed by new environments and the cultural preferences of different indigenous peoples (Figure <xref ref-type="fig" rid="F1">1</xref>; Brush, <xref ref-type="bibr" rid="B9">1995</xref>; Hugo et al., <xref ref-type="bibr" rid="B41">2003</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Following the domestication of maize in Western Mexico <bold>(A)</bold>, maize was brought to new geographic regions (hypothetical routes shown by arrows). In the tropics <bold>(D)</bold>, highland <bold>(B)</bold>, and altiplano <bold>(C)</bold> environments, maize likely diversified as it experienced new climatic conditions, soils, cropping systems, biodiversity, and human preferences.</p></caption>
<graphic xlink:href="fevo-05-00125-g0001.tif"/>
</fig>
<p><italic>In situ</italic> field studies documenting variation of ecological interactions are important to determine the extent to which landrace phenotypes respond to local adaptation and artificial selection. After initial crop domestication, early landraces were brought to new environments that were often different from the ecological conditions experienced by their wild progenitors (Hufford et al., <xref ref-type="bibr" rid="B40">2012</xref>). In these new environments, landraces interacted with new species, different cropping system, and new abiotic conditions (Figure <xref ref-type="fig" rid="F1">1</xref>). Also, different groups of farmers may cultivate the same crop in different polyculture systems (Casas et al., <xref ref-type="bibr" rid="B13">1996</xref>, <xref ref-type="bibr" rid="B12">2007</xref>; Hugo et al., <xref ref-type="bibr" rid="B41">2003</xref>), which is the simultaneous cultivation of multiple crops. As a result, landraces emerge over thousands of years due to natural selection exerted by local abiotic conditions, local insect, and microbial communities, as well as human selection on traits related to ease of cultivation, aesthetics, taste, and cultural preferences (Perales et al., <xref ref-type="bibr" rid="B62">2005</xref>; Brush and Perales, <xref ref-type="bibr" rid="B10">2007</xref>; Casas et al., <xref ref-type="bibr" rid="B12">2007</xref>; Aguirre-Dugua et al., <xref ref-type="bibr" rid="B2">2013</xref>).</p>
<p>Here, we discuss the factors that contribute to phenotypic variation in crops and landraces. We examine the role of human selection and niche construction activities on crop phenotypic plasticity, a major factor in local adaptation (Piperno, <xref ref-type="bibr" rid="B67">2017</xref>). We conceptually address two questions that could deepen our understanding of crop evolution and local adaptation: (1) To what extent are crop plants locally adapted? and (2) What are the relative roles of human selection, human-mediated migration, the local abiotic environment, endemic biotic communities, and cultivation practices in the diversification of crops into landraces? We describe polyculture systems in Mesoamerica as a suitable model in which these questions could be pursued. Ultimately, whether plants can maintain historic beneficial interactions with associated species&#x02014;or form new ones in their introduced regions&#x02014;have important implications for the future sustainability of agriculture.</p>
</sec>
<sec id="s2">
<title>Genetic and environmental contributions to crop phenotypic variation</title>
<p>We focus on landraces as a natural experimental system to understand how natural and human selective forces have shaped the diversity of phenotypic traits of domesticated crop plants during local adaptation. In order to detect local adaptation, it is important to characterize the extent of variation and fitness of phenotypic traits in response to local selective pressures (Kawecki and Ebert, <xref ref-type="bibr" rid="B43">2004</xref>). Variation in landrace phenotypes is affected by their genotype, local environmental variation, and plant phenotypic plasticity. Equation 1 describes how the components of phenotypic variation can be partitioned (Pigliucci, <xref ref-type="bibr" rid="B65">2001</xref>):</p>
<disp-formula id="E1"><mml:math id="M1"><mml:mtable class="eqnarray" columnalign="right center left"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi>P</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi>G</mml:mi></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi>E</mml:mi></mml:mrow></mml:msub><mml:mo>&#x0002B;</mml:mo><mml:mtext>&#x000A0;</mml:mtext><mml:msub><mml:mrow><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi>G</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>x</mml:mi><mml:mtext>&#x000A0;</mml:mtext><mml:mi>E</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<p>Where <italic>V</italic><sub><italic>p</italic></sub> denotes the total phenotypic variation found for a population or subspecies, <italic>V</italic><sub><italic>G</italic></sub> is the total genetic variation, <italic>V</italic><sub><italic>E</italic></sub> is the total environmental variation, and <italic>V</italic><sub><italic>GxE</italic></sub> is the genotype &#x000D7; environment interaction. We limit our treatment of <italic>V</italic><sub><italic>p</italic></sub> and <italic>V</italic><sub><italic>G</italic></sub> because they have been discussed elsewhere (Olsen and Wendel, <xref ref-type="bibr" rid="B59">2013</xref>; Piperno, <xref ref-type="bibr" rid="B67">2017</xref>). In contrast, there has been a minimal effort to understand the contributions of <italic>V</italic><sub><italic>E</italic></sub> and <italic>V</italic><sub><italic>GxE</italic></sub> to crop domestication and diversification. Table <xref ref-type="table" rid="T1">1</xref> provides a set of examples illustrating the range of plant adaptations to abiotic, biotic, and human selection.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Phenotypic variation (<italic>V</italic><sub><italic>p</italic></sub>) in wild progenitors and landraces can be attributed to genetic variation (<italic>V</italic><sub><italic>G</italic></sub>), environmental variation (<italic>V</italic><sub><italic>E</italic></sub>), and variation attributed to genotype by environment interactions (<italic>V</italic><sub><italic>GxE</italic></sub>).</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th/>
<th valign="top" align="left"><bold>Phenotypic variation</bold></th>
<th valign="top" align="left"><bold>Genetic variation</bold></th>
<th valign="top" align="left"><bold>Environmental variation</bold></th>
<th valign="top" align="left"><bold>Genotype &#x000D7; environmental variation</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Abiotic</td>
<td valign="top" align="left">Wild emmer, bean, and lupine populations show adaptations to drought (Peleg et al., <xref ref-type="bibr" rid="B61">2005</xref>; Cort&#x000E9;s et al., <xref ref-type="bibr" rid="B21">2013</xref>; Berger et al., <xref ref-type="bibr" rid="B8">2017</xref>).</td>
<td valign="top" align="left">Drought-resistant wild emmer populations differ in gene expression in stress, transport, and metabolism genes (Huang et al., <xref ref-type="bibr" rid="B38">2016</xref>).</td>
<td valign="top" align="left">Precipitation is a major factor explaining the wider geographic range of the domesticated Mesoamerican fruit tree, <italic>Spondias purpurea</italic> (Anacardiaceae), compared to its wild progenitor (Miller and Knouft, <xref ref-type="bibr" rid="B55">2006</xref>).</td>
<td valign="top" align="left">Teosinte growth and a high affinity nitrate transport gene were more highly inducible under low nitrogen availability (Gaudin et al., <xref ref-type="bibr" rid="B29">2011</xref>).</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">The common bean, <italic>Phaseolus vulgaris</italic>, shows higher phosophorous efficiency than wild <italic>P. vulgaris</italic> populations (Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B4">1997</xref>).</td>
<td valign="top" align="left">Geographic distribution of genetic diversity in historical barley landraces shows local adaptation to latitude (Aslan et al., <xref ref-type="bibr" rid="B5">2015</xref>).</td>
<td valign="top" align="left">Temperature plays a major role in structuring the distribution of four early landraces of maize (Hufford et al., <xref ref-type="bibr" rid="B40">2012</xref>).</td>
<td valign="top" align="left">Teosinte grown under Pleistocene-like climatic conditions produced maize-like phenotypes (Piperno et al., <xref ref-type="bibr" rid="B68">2015</xref>).</td>
</tr> <tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Biotic</td>
<td valign="top" align="left">Wild emmer wheat (<italic>Triticum turgidum</italic> spp. <italic>dicoccoides</italic>) and chili show geographic variation in disease resistance (Tewksbury et al., <xref ref-type="bibr" rid="B80">2008</xref>; Huang et al., <xref ref-type="bibr" rid="B38">2016</xref>).</td>
<td valign="top" align="left">Wild watermelon roots are resistant to root-knot nematode damage while cultivated species are susceptible (Thies et al., <xref ref-type="bibr" rid="B81">2016</xref>).</td>
<td valign="top" align="left">Irrigation increases susceptibility to fungal pathogens and increases the risk of fungal pathogen emergence (Stukenbrock and McDonald, <xref ref-type="bibr" rid="B77">2008</xref>).</td>
<td valign="top" align="left">Wheat genotypes differ in their plasticity in terms of yield and suppression of aphid population growth (T&#x000E9;tard-Jones and Leifert, <xref ref-type="bibr" rid="B79">2011</xref>).</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">The microbiome of domesticated barley differs from wild barley (Bulgarelli et al., <xref ref-type="bibr" rid="B11">2015</xref>).</td>
<td valign="top" align="left">The 6H chromosome of barley, <italic>Hordeum vulgare</italic>, is coevolving with the net form <italic>Pyrenophora teres f. teres</italic> but not the spot form of barley net blotch (Rau et al., <xref ref-type="bibr" rid="B72">2015</xref>).</td>
<td valign="top" align="left">Cultivated chickpea is extremely susceptible to Ascochyta blight in the Near East in the fall, which selected for spring sowing of chickpea (Abbo et al., <xref ref-type="bibr" rid="B1">2007</xref>).</td>
<td valign="top" align="left">Domesticated sunflowers respond to nitrogen inputs by developing larger flower heads, which leads to higher sunflower moth, <italic>Homeosoma electellum</italic>, herbivory but lower parasitism (Chen and Welter, <xref ref-type="bibr" rid="B18">2005</xref>).</td>
</tr> <tr style="border-top: thin solid #000000;">
<td valign="top" align="left">Human selection</td>
<td valign="top" align="left">Breadfruit, <italic>Artocarpus altils</italic> in Oceania are seedless and dependent upon humans for dispersal (Xing et al., <xref ref-type="bibr" rid="B88">2012</xref>). Domesticated lupines, <italic>Lupinus</italic> spp., set seed earlier, produce larger seeds than wild lupines (Berger et al., <xref ref-type="bibr" rid="B8">2017</xref>). In Cassava, <italic>Manihot esculenta</italic>, levels of toxic cyanogenic glucosides are dependent upon local preferences and knowledge on processing (McKey et al., <xref ref-type="bibr" rid="B51">2010</xref>).</td>
<td valign="top" align="left">A SNP mutation in the promoter region of a P450 gene, CYP78A increases fruit size and reduces branching in tomato plants (Chakrabarti et al., <xref ref-type="bibr" rid="B14">2013</xref>). Several species of domesticated cucurbits show signs of convergent evolution in the interruption of the cucurbitacin biosynthesis pathway (Zhou et al., <xref ref-type="bibr" rid="B90">2016</xref>).</td>
<td valign="top" align="left">Insect communities are less diverse and show a shift in community composition in cultivated rice agroecosystems compared to wild rice (Chen et al., <xref ref-type="bibr" rid="B17">2013</xref>). Agave grown in cultivated soils have lower diversity of soil prokaryotes in the rhizosphere than those in native soils (Coleman-Derr et al., <xref ref-type="bibr" rid="B20">2016</xref>).</td>
<td valign="top" align="left">Domesticated chickpea, <italic>Cicer arietinum</italic>, have been selected to be insensitive to veralization compared to their wild ancestor, <italic>Cicer reticulatum</italic> (Pinhasi van-Oss et al., <xref ref-type="bibr" rid="B66">2016</xref>). Maize shows lower tiller plasticity and lower nitrogen use efficiency compared to teosinte. Under low nitrogen, maize plants have lower leaf size (Gaudin et al., <xref ref-type="bibr" rid="B29">2011</xref>). The common bean, <italic>Phaseolus vulgaris</italic>, shows higher phosophorous efficiency than wild <italic>P. vulgaris</italic> populations (Ara&#x000FA;jo et al., <xref ref-type="bibr" rid="B4">1997</xref>).</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Wild progenitors and domesticated crops display adaptive responses to abiotic, biotic, and human selection. Environmental variation (V<sub>E</sub>) can be naturally occurring or arise from human niche construction activities. Wild progenitors and domesticated crops show different responses to the habitat conditions within which they evolved (V<sub>GxE</sub>)</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Total genetic variation (<italic>V</italic><sub><italic>G</italic></sub>) is influenced by evolutionary forces including selection, genetic drift, inbreeding, and gene flow (Hartl and Clark, <xref ref-type="bibr" rid="B34">2006</xref>), which likely differ between wild progenitor and crop populations. Domesticated crops have reduced effective population sizes and are under intense selection for a suite of traits favored by humans (Doebley et al., <xref ref-type="bibr" rid="B23">2006</xref>; Moreno et al., <xref ref-type="bibr" rid="B56">2006</xref>). Cultural factors can also structure landrace populations and dispersal patterns, as people in different ethnolinguistic groups are less likely to trade seeds (Orozco-Ram&#x000ED;rez et al., <xref ref-type="bibr" rid="B60">2016</xref>).</p>
<p>The contribution of the environment to phenotypic variation (<italic>V</italic><sub><italic>E</italic></sub>) strongly differs between wild progenitors and domesticated crops grown in human constructed agricultural niches. In natural systems, <italic>V</italic><sub><italic>E</italic></sub> is affected by local abiotic conditions such as climate, precipitation, soil type, and nutrient availability. Domesticated crops are found in a range of cultivation systems, where the purpose of cultivation is to lessen the unpredictability of the local environment in order to favor uniform plant growth and yield. Cultivation has been shown to strongly affect plant-associated microbial and insect communities (Berg, <xref ref-type="bibr" rid="B7">2009</xref>; Berendsen et al., <xref ref-type="bibr" rid="B6">2012</xref>; Chen et al., <xref ref-type="bibr" rid="B17">2013</xref>). Surprisingly, the majority of the insect and microbial species associated with a given crop in its center of origin remain undescribed (Chen et al., <xref ref-type="bibr" rid="B16">2015</xref>; Coleman-Derr et al., <xref ref-type="bibr" rid="B20">2016</xref>). Given that plant-biotic interactions can influence plant phenotypes (Henning et al., <xref ref-type="bibr" rid="B36">2016</xref>), human niche activities can indirectly influence crop phenotypes by influencing the diversity and community structure of biotic assemblages.</p>
<p>Genotype by environment interactions (<italic>V</italic><sub><italic>GxE</italic></sub>) describe phenotypic plasticity, or how genotypes responds to a range of environmental conditions. Crops respond to agricultural conditions differently from their wild ancestors in growth (Table <xref ref-type="table" rid="T1">1</xref>). Also, plasticity itself may have been constrained by domestication. Wild progenitors may have retained a greater plasticity to unpredictable environments, whereas domesticated may have lost phenotypic plasticity. Growing plants in different environments can provide important insight on the origin of important traits associated with domestication. For instance, teosinte grown under historic Pleistocene conditions (atmospheric CO<sub>2</sub> and temperature) displayed maize-like phenotypes such as reduced tillering, uniform seed maturation, and bract-less seeds (Piperno et al., <xref ref-type="bibr" rid="B68">2015</xref>). Therefore, hypotheses that account for environmental variation and the selective environment can provide important insight on how crop species adapted to divergent environmental conditions.</p>
<p>Crop responses to the environment can be heritable, independent of changes in the DNA sequence, which contributes another dimension to <italic>V</italic><sub><italic>GxE</italic></sub>. An emerging frontier is to understand the role of transgenerational epigenetics in crop adaptation to local environmental conditions (Piperno, <xref ref-type="bibr" rid="B67">2017</xref>). Epigenetics studies can reveal how the environment can shape heritable gene expression (and thus the phenotype) without changing the underlying DNA sequence (Jablonka and Raz, <xref ref-type="bibr" rid="B42">2009</xref>; Laland et al., <xref ref-type="bibr" rid="B48">2014</xref>). Epigenetic changes in DNA methylation can regulate gene expression patterns during stress, which can influence the ability of crop varieties to respond to local environments (Ferreira et al., <xref ref-type="bibr" rid="B28">2015</xref>). Therefore, <italic>in situ</italic> studies are critically needed to test the relative roles of genetics, epigenetics, and the environment in contributing to crop diversification.</p>
</sec>
<sec id="s3">
<title>Mesoamerica as a field laboratory for <italic>In situ</italic> studies</title>
<p>Centers of domestication offer field locations to understand how local environments and human cultural influences contributed to crop domestication and diversification into landraces. The legendary Russian botanist Nikolai Vavilov delineated eight geographic regions as &#x0201C;centers of domestication&#x0201D; where multiple crop species were domesticated (Vavilov, <xref ref-type="bibr" rid="B85">1926</xref>, <xref ref-type="bibr" rid="B86">1951</xref>). One such center is Mesoamerica, which is the region of origin for maize, beans, squash, peppers, avocado, vanilla, and thousands of non-commercialized plant species (Casas et al., <xref ref-type="bibr" rid="B12">2007</xref>). Crop domestication in Mesoamerica has received far less attention than in other centers of origin (Casas et al., <xref ref-type="bibr" rid="B12">2007</xref>). Mesoamerica is particularly well-suited for field studies on crop domestication and diversification for several reasons: (1) It hosts a dazzling array of landrace varieties that are often cultivated sympatrically with their wild ancestors, (2) It has an archeological record confirming a long history of interactions between humans and many species of crop plants, and (3) Indigenous peoples continue oral and cultural traditions associated with the cultivation of these plants (Gepts, <xref ref-type="bibr" rid="B30">2004</xref>; Staller et al., <xref ref-type="bibr" rid="B76">2006</xref>; Piperno et al., <xref ref-type="bibr" rid="B69">2007</xref>).</p>
<p>We focus on Mexico, the largest country within Mesoamerica, where much of the phenotypic and genotypic variation underlying local adaptation to environments has not been characterized. Many suspected centers of domestication and regions with wild relatives remain poorly explored for most crop plants. These underexplored regions that are historically relevant for the study of crop diversification include: the Balsas River Valley (Piperno et al., <xref ref-type="bibr" rid="B69">2007</xref>), the Gulf Coast (Kraft et al., <xref ref-type="bibr" rid="B46">2014</xref>), and the Tehuacan Valley for species other than maize (Vallejo et al., <xref ref-type="bibr" rid="B82">2016</xref>). Needless to say, there are considerable opportunities to examine the selective forces that produced the extant array of landraces for native Mesoamerican crop plant species.</p>
<p>In Mesoamerica, traditional agroecosystems have been maintained cohesively for hundreds to thousands of years by indigenous peoples. Different cropping systems dominate in different climatic regions (Figure <xref ref-type="fig" rid="F1">1</xref>). In the Yucatan Peninsula, home gardens are highly diverse polyculture systems, and include crops such as avocado, annona, and papaya (Moreno-Calles et al., <xref ref-type="bibr" rid="B58">2016</xref>). The inland and coastal regions are dominated by agroforestry systems paired with ornamental and woody species (Moreno-Calles et al., <xref ref-type="bibr" rid="B58">2016</xref>). The oldest Mesoamerican polyculture systems continue to be maintained in Tlaxcala (Gonzalez-Jacome, <xref ref-type="bibr" rid="B31">2016</xref>). In cold and dry highland environments, prehispanic terraces for water management still exist in Oaxaca and the Tehuacan Valley (Donkin, <xref ref-type="bibr" rid="B24">1979</xref>). In arid environments, drought-tolerant plants including cactus are cultivated in polyculture with chili pepper and other crops (Moreno-Calles et al., <xref ref-type="bibr" rid="B57">2012</xref>, <xref ref-type="bibr" rid="B58">2016</xref>). Slash and burn agriculture is the most widespread form of cultivation in the tropical deciduous and temperate forests, where crops are rotated after the plant cover is burned every few years. Slash and burn systems can be quite diverse, with at least 57 tree species from 33 plant families and many more herbaceous species (Moreno-Calles et al., <xref ref-type="bibr" rid="B58">2016</xref>).</p>
<p>One of the most dominant cropping system in slash and burn agriculture is the <italic>milpa</italic> (Figure <xref ref-type="fig" rid="F1">1D</xref>), which is, at its most basic, the joint cultivation of maize, beans, squash (Zizumbo-Villarreal and Colunga-Garc&#x000ED;aMar&#x000ED;n, <xref ref-type="bibr" rid="B91">2010</xref>). Maize serves as a trellis for beans that fix nitrogen, while squash suppresses weeds. Although, the wild progenitors of maize, beans, and squash are native to separate regions in Mexico (Smith, <xref ref-type="bibr" rid="B74">1997</xref>; Gepts, <xref ref-type="bibr" rid="B30">2004</xref>; Piperno et al., <xref ref-type="bibr" rid="B69">2007</xref>), these core <italic>milpa</italic> crops have been cultivated together for thousands of years. It is highly possible that associated microbes and insects have adapted to the <italic>milpa</italic>. Perhaps it should not be a surprise that the most devastating contemporary native insect pests of maize can all be collected from squash flowers (Metcalf and Lampman, <xref ref-type="bibr" rid="B53">1989</xref>), and that several closely related species of leaf beetles in the genus <italic>Diabrotica</italic> damage maize, beans, and squash (Clark et al., <xref ref-type="bibr" rid="B19">2001</xref>; Vidal et al., <xref ref-type="bibr" rid="B87">2005</xref>; Eben and Espinosa de Los Monteros, <xref ref-type="bibr" rid="B26">2013</xref>). There are many other unexplored questions on crops and biotic interactions in <italic>milpa</italic> systems such as: (1) To what extent have microbiomes, pathogens, mycorrhizae, herbivores, natural enemies, and pollinators adapted to polyculture and landrace traits? (2) Does intercropping select landraces to develop complementary use for light, nutrients, and water? and (3) How has the <italic>milpa</italic> shaped landrace phenotypes?</p>
<p>The present Mesoamerican landscape is also a gradient of ecological contexts where one could study whether genes underlie phenotypes that are adaptive to local abiotic and biotic conditions. Reciprocal common garden studies with maize have found that highland landraces show higher fitness and seed quality in highland conditions, while lowland landraces have higher fitness in mid-altitude locations (Mercer et al., <xref ref-type="bibr" rid="B52">2008</xref>). Traits such as pigmentation, stem hair, plant height, and flowering time have been shown to be adaptive to altitude, but completely different genes underlie local adaptation to highland conditions in Mesoamerica and South America (Mercer et al., <xref ref-type="bibr" rid="B52">2008</xref>). Field sampling of Mexican teosinte populations helped to clarify that maize adaptation to the Mexican highlands resulted due to introgression from wild teosinte (Hufford et al., <xref ref-type="bibr" rid="B39">2013</xref>). Understanding the genomic basis of local adaptation in crops relies on multiple <italic>in situ</italic> localities, where the ecological history can be reconstructed by testing for genomic regions under divergence (Pyh&#x000E4;j&#x000E4;rvi et al., <xref ref-type="bibr" rid="B70">2013</xref>), and the responses of candidate genes can be observed in local environments (Doust et al., <xref ref-type="bibr" rid="B25">2014</xref>; Piperno, <xref ref-type="bibr" rid="B67">2017</xref>). Traditional Mesoamerican agroecosystems are living biological and ethnographic systems that are suitable for studying how human-created niches in agroecosystems interact with local biotic and abiotic environments to shape landrace phenotypes. These <italic>in situ</italic> systems provide an important reference for examining how crop plants adapted as they have diversified within centers of origin.</p>
</sec>
<sec id="s4">
<title>Implications of <italic>In situ</italic> studies for sustainable agriculture</title>
<p>Sustainable agriculture aims to reduce reliance on pesticides and fertilizers by utilizing biodiversity to provide ecological services that provision nutrients, protect crops, and enhance yields (Altieri, <xref ref-type="bibr" rid="B3">1999</xref>). For the world&#x00027;s most important crops, the majority of production occurs outside their centers of origin (Khoury et al., <xref ref-type="bibr" rid="B44">2016</xref>). Oftentimes, crops are grown in marginal environments, where they experience low nutrient availability, excess or limited water availability, temperature extremes, or pest outbreaks (Table <xref ref-type="table" rid="T1">1</xref>). Under climate change, these pressures are predicted to intensify (Hatfield et al., <xref ref-type="bibr" rid="B35">2010</xref>). Perhaps because centers of origin tend to be the geographic source for the major diseases (Leppik, <xref ref-type="bibr" rid="B50">1970</xref>) and insect pests of crops (Chen, <xref ref-type="bibr" rid="B15">2016</xref>), they are also the source for genes for resistance (Harlan, <xref ref-type="bibr" rid="B33">1976</xref>; Hijmans et al., <xref ref-type="bibr" rid="B37">2003</xref>; Zhang et al., <xref ref-type="bibr" rid="B89">2017</xref>), insect natural enemies (van den Bosch, <xref ref-type="bibr" rid="B83">1971</xref>; van Driesche et al., <xref ref-type="bibr" rid="B84">2008</xref>), and microbes (Philippot et al., <xref ref-type="bibr" rid="B64">2013</xref>; Perez-Jaramillo et al., <xref ref-type="bibr" rid="B63">2016</xref>) that help plants to resist pests and tolerate abiotic stress.</p>
<p><italic>In situ</italic> studies can also provide insight on whether human selection for crop yield is fundamentally at odds with traits that mediate beneficial plant-biotic interactions. First, crop domestication appears to have promoted pests more frequently than beneficial species, especially for economically-important traits such as fruit size and seed size (Chen et al., <xref ref-type="bibr" rid="B16">2015</xref>). However, we do not know if direct trade-offs between yield and pest resistance exist, and whether this relationship may vary with different landraces and environments within centers of origin. The diversity and community structure of microbes and insects associated with wild ancestors and landraces have been inadequately described (Chen et al., <xref ref-type="bibr" rid="B17">2013</xref>; Perez-Jaramillo et al., <xref ref-type="bibr" rid="B63">2016</xref>), and geographic variation in patterns of biodiversity within centers of origin remain unexplored.</p>
<p>Second, plant genotypes vary in their ability to form positive relationships with beneficial species (Table <xref ref-type="table" rid="T1">1</xref>; Smith and Goodman, <xref ref-type="bibr" rid="B75">1999</xref>; Chen and Welter, <xref ref-type="bibr" rid="B18">2005</xref>; Tamiru et al., <xref ref-type="bibr" rid="B78">2011</xref>). Determining the relative roles of plant genetic diversity, microbial associates, and plant gene &#x000D7; environment interactions in conferring resistance to biotic and abiotic stresses (Philippot et al., <xref ref-type="bibr" rid="B64">2013</xref>) would help elucidate whether breeding, microbial inoculation strategies, or natural enemy introductions would better support crop production in the diverse environments where crops are grown. Finally, <italic>in situ</italic> studies provide insight on the ecological function of crop genes and metabolites within their natural environment, which are oftentimes only explored in environments far from centers of origin. For examples, teosinte and some maize varieties emit the sesquiterpene (<italic>E</italic>)-&#x003B2;-caryophyllene, which attracts entomopathogenic nematodes (Rasmann et al., <xref ref-type="bibr" rid="B71">2005</xref>) and parasitoids (Kollner et al., <xref ref-type="bibr" rid="B45">2008</xref>) in Europe. However, the role of this compound in landraces is not known, especially in Mesoamerica, where a diverse assemblage of species may be adapted to respond to plant signals. <italic>In situ</italic> studies can help resolve whether landrace varieties produce the compound, natural enemies are attracted to it, and whether breeding for (<italic>E</italic>)-&#x003B2;-caryophyllene would increase natural enemy attraction and enhance yield in the diverse worldwide locations where maize is now grown.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p><italic>In situ</italic> ecological studies are an essential, but almost completely unexplored line of inquiry for evolutionary ecologists to understand the selective forces that contribute to local adaptation of landrace varieties. As one of the major centers of crop origin, Mesoamerica is an ideal location for <italic>in situ</italic> studies, because wild progenitors can be found growing sympatrically with domesticated landrace varieties cultivated in traditional polyculture systems. For many crops and cultivation systems, the unique combination of local abiotic, biotic, and cultural selective forces that shaped variation in crop phenotypes during domestication and diversification continue to coexist. We advocate that geographically-explicit studies will yield new insight into how selection from humans and the local environment contribute to landrace diversification and local adaptation. Such knowledge is immediately applicable toward understanding the capacity of crop plants to respond to the biotic and abiotic conditions over the vast geographic ranges where they are now grown, and to identify sources of germplasm that might have adaptive traits for crops in their introduced ranges.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>YC, LS, and AC conceived the Perspective. YC, AC, LS, and BB drafted the work and revised the content.</p>
<sec>
<title>Conflict of interest statement</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>
</body>
<back>
<ack><p>We thank Nicolas Marguler for the design of Figure <xref ref-type="fig" rid="F1">1</xref>.</p>
</ack>
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<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> We thank our funders for their support: USDA National Institute of Food and Agriculture grant no. &#x00023;VT-H02301MS to YC, NSF postdoctoral fellowship DBI-1202736 to LS, Swiss National Science Foundation, project No. 31003A_162860 to BB, and CONACyT Problemas Nacionales &#x00023;247730 to AC.</p>
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