<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.883961</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Network and Evolutionary Analysis Reveals Candidate Genes of Membrane Trafficking Involved in Maize Seed Development and Immune Response</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Zheng</surname> <given-names>Chunyan</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1642900/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Yu</surname> <given-names>Yin</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1785162/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Deng</surname> <given-names>Guiling</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1785149/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Li</surname> <given-names>Hanjie</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1855112/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Li</surname> <given-names>Faqiang</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1376213/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>College of Life Sciences, South China Agricultural University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<aff id="aff2"><sup>2</sup><institution>Guangdong Provincial Key Laboratory of Protein Function and Regulation in Agricultural Organisms, College of Life Sciences, South China Agricultural University</institution>, <addr-line>Guangzhou</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Nan Yao, Sun Yat-sen University, China</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Yonglun Zeng, The Chinese University of Hong Kong, China; Yuanhu Xuan, Shenyang Agricultural University, China; Xiangguo Liu, Institute of Agricultural Biotechnology, Jilin Academy of Agricultural Sciences (CAAS), China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Faqiang Li, <email>fqli@scau.edu.cn</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Cell Biology, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>24</day>
<month>06</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>883961</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Zheng, Yu, Deng, Li and Li.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Zheng, Yu, Deng, Li and Li</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 plant membrane-trafficking system plays a crucial role in maintaining proper cellular functions and responding to various developmental and environmental cues. Thus far, our knowledge of the maize membrane-trafficking system is still limited. In this study, we systematically identified 479 membrane-trafficking genes from the maize genome using orthology search and studied their functions by integrating transcriptome and evolution analyses. These genes encode the components of coated vesicles, AP complexes, autophagy, ESCRTs, retromers, Rab GTPases, tethering factors, and SNAREs. The maize genes exhibited diverse but coordinated expression patterns, with 249 genes showing elevated expression in reproductive tissues. Further WGCNA analysis revealed that five COPII components and four Rab GTPases had high connectivity with protein biosynthesis during endosperm development and that eight components of autophagy, ESCRT, Rab, and SNARE were strongly co-upregulated with defense-related genes and/or with secondary metabolic processes to confer basal resistance to <italic>Fusarium graminearum</italic>. In addition, we identified 39 membrane-trafficking genes with strong selection signals during maize domestication and/or improvement. Among them, <italic>ZmSec23a</italic> and <italic>ZmVPS37A</italic> were selected for kernel oil production during improvement and pathogen resistance during domestication, respectively. In summary, these findings will provide important hints for future appreciation of the functions of membrane-trafficking genes in maize.</p>
</abstract>
<kwd-group>
<kwd>membrane trafficking</kwd>
<kwd>maize</kwd>
<kwd>WGCNA</kwd>
<kwd>endosperm development</kwd>
<kwd>pathogen resistance</kwd>
<kwd>evolution</kwd>
<kwd>domestication</kwd>
<kwd>improvement</kwd>
</kwd-group>
<contract-num rid="cn001">31970307</contract-num>
<contract-num rid="cn001">31770356</contract-num>
<contract-num rid="cn002">2021A1515011036</contract-num>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content></contract-sponsor>
<contract-sponsor id="cn002">Natural Science Foundation of Guangdong Province<named-content content-type="fundref-id">10.13039/501100003453</named-content></contract-sponsor>
<counts>
<fig-count count="7"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="60"/>
<page-count count="17"/>
<word-count count="9962"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Like other eukaryotic organisms, plants have evolved a sophisticated membrane-trafficking system to control most, if not all, cellular events (<xref ref-type="bibr" rid="B49">Surpin and Raikhel, 2004</xref>). The system connects distinctive membrane-bound organelles through vesicle transport, thus maintaining proper cellular functions and responding to various developmental signals and environmental cues (<xref ref-type="bibr" rid="B24">Inada and Ueda, 2014</xref>; <xref ref-type="bibr" rid="B17">Gu et al., 2017</xref>; <xref ref-type="bibr" rid="B53">Wang et al., 2020b</xref>). The membrane-trafficking system is principally involved in two major routes, namely, the secretory and endocytic pathways. During the secretory pathway, proteins synthesized in the endoplasmic reticulum (ER) are transported to the Golgi apparatus, the trans-Golgi network (TGN), and ultimately reach the plasma membrane (PM) and/or apoplast or are directed to the vacuole <italic>via</italic> a Golgi&#x2013;TGN&#x2013;multivesicular endosome (MVE) pathway (<xref ref-type="bibr" rid="B41">Paez Valencia et al., 2016</xref>). During the endocytic pathway, PM-localized and extracellular proteins are first internalized and transported to the TGN/early endosome (EE), and then recycled back to the PM or further transported to the vacuole for degradation (<xref ref-type="bibr" rid="B43">Rodriguez-Furlan et al., 2019</xref>). Besides these two routes, cytoplasmic components can be degraded by a highly conserved catabolic process called autophagy, in which cargoes are engulfed by cup-shaped double-membrane vesicles termed autophagosomes and delivered to the vacuole for degradation (<xref ref-type="bibr" rid="B37">Marshall and Vierstra, 2018</xref>).</p>
<p>Both secretory and endocytic routes share conserved sequential events and involve several major molecular machineries governing these processes. First, protein cargoes are selectively recruited into the vesicles budding from the donor membrane facilitated by coat proteins (clathrin, COPI, and COPII coatomers) and adaptor protein complexes (AP-1 to AP-5). Some small GTPases, such as ADP ribosylation factor (ARF) and secretion associated and Ras-related 1 (Sar1) GTPases, are also required for this step and play critical roles in the recruitment of coat proteins (<xref ref-type="bibr" rid="B41">Paez Valencia et al., 2016</xref>). Different from the secretory and endocytic routes, the formation of an autophagosome requires no coat proteins and the cargoes are recognized selectively by a batch of cargo receptors (<xref ref-type="bibr" rid="B37">Marshall and Vierstra, 2018</xref>). Following their formation, vesicles are transported toward the target organelles along the cytoskeleton (<xref ref-type="bibr" rid="B3">Bhandari and Brandizzi, 2020</xref>). When reaching the target compartments, inbound vesicles are recognized and caught by tethering factors. Once tethered, vesicles are fused with target membranes mediated by soluble <italic>N</italic>-ethylmaleimide-sensitive-factor attachment protein receptors (SNARE) complexes. Usually, each donor and acceptor membrane contact is bridged by a specific tethering complex (<xref ref-type="bibr" rid="B41">Paez Valencia et al., 2016</xref>). For example, class C core vacuole/endosome tethering (CORVET) and homotypic fusion and vacuole protein sorting (HOPS) complexes mediate the tethering with the lysosome/vacuole, and conserved oligomeric Golgi (COG), a multi-subunit vesicle tethering complex, is involved in retrograde trafficking within the Golgi. Importantly, regulatory small GTPases, Rabs, regulate the steps of vesicle transport and tethering by selectively recruiting specific tethering or other effectors (<xref ref-type="bibr" rid="B38">Minamino and Ueda, 2019</xref>). The final step of endomembrane trafficking involves recycling the transport machinery components back to the donor membrane mediated by the retromer complex (<xref ref-type="bibr" rid="B20">Heucken and Ivanov, 2018</xref>). Moreover, PM proteins may also be ubiquitinated during endocytosis and sorted into intraluminal vesicles (ILVs) inside multivesicular bodies (MVBs) regulated by an endosomal sorting complex required for transport (ESCRT) machinery (<xref ref-type="bibr" rid="B16">Gao et al., 2017</xref>).</p>
<p>Through the coordination of secretory, endocytic, and autophagic routes, plants can fine-tune the levels of proteins, lipids, and other cellular components in response to various physiological and environmental changes. For example, plants can effectively modulate their protein receptors, transporters, and channels at the PM to facilitate environmental sensing, nutrient uptake, and intercellular communication. In the past decades, studies with <italic>Arabidopsis</italic> and rice have revealed the important roles of endomembrane trafficking in coordinating plant development and in response to various biotic and abiotic environmental stresses (<xref ref-type="bibr" rid="B24">Inada and Ueda, 2014</xref>; <xref ref-type="bibr" rid="B17">Gu et al., 2017</xref>; <xref ref-type="bibr" rid="B53">Wang et al., 2020b</xref>). The trafficking and deposition of seed storage proteins (SSPs) offer an outstanding example for us to appreciate how an endomembrane system changes morphologically and functionally to accommodate seed development (<xref ref-type="bibr" rid="B59">Zheng et al., 2022</xref>). The <italic>Arabidopsis</italic> major SSPs (2S albumins and 12S globulins) are first synthesized in the ER and then transported to the protein storage vacuoles (PSVs) <italic>via</italic> the ER&#x2013;Golgi&#x2013;TGN&#x2013;MVE pathway in the embryo. In contrast, rice SSPs are predominantly accumulated in the sub-aleurone layer of endosperm (<xref ref-type="bibr" rid="B19">He et al., 2021</xref>). Once synthesized, rice SSPs can either remain inside the ER as protein bodies (PBs) or be exported to specialized PSVs. During seed development in both <italic>Arabidopsis</italic> and rice, numerous components of coat complexes, Rab GTPases, tethering factors, SNAREs, and retromers appear to participate in SSP transport because SSPs are often missorted to the apoplast when these factors are absent (<xref ref-type="bibr" rid="B19">He et al., 2021</xref>; <xref ref-type="bibr" rid="B59">Zheng et al., 2022</xref>).</p>
<p>The endomembrane-trafficking system also plays a vital role in the rapid response to pathogen infection. Upon infection, PM-localized immune receptors undergo endocytosis while antimicrobial peptides and cell wall components are secreted to the pathogen infection sites (<xref ref-type="bibr" rid="B24">Inada and Ueda, 2014</xref>; <xref ref-type="bibr" rid="B17">Gu et al., 2017</xref>). For example, the SYP1 group of Qa-SNARE localizes to the PM and is responsible for the membrane fusion with the PM. Studies with <italic>Arabidopsis pen1</italic> and Barley (<italic>Hordeum vulgare</italic>) <italic>ror2-1</italic> mutants have revealed the contribution of SYP121 to the penetration resistance against non-adapted powdery mildew fungi (<xref ref-type="bibr" rid="B10">Collins et al., 2003</xref>; <xref ref-type="bibr" rid="B28">Kwon et al., 2008</xref>). Tobacco (<italic>Nicotiana benthamiana</italic>) SYP132 was reported to be involved in multiple forms of plant defenses and the secretion of pathogenesis-related protein PR1a (<xref ref-type="bibr" rid="B26">Kalde et al., 2007</xref>). Moreover, the secretion of PR1 in <italic>Arabidopsis</italic> was also found to be negatively regulated by SNAREs BET12 and MEMB12, which are involved in protein trafficking in the early secretory pathway (<xref ref-type="bibr" rid="B8">Chung et al., 2018</xref>). As a unique catabolic process, autophagy plays multiple roles during plant&#x2013;microbe interactions, including pathogen clearance, execution of pathogen-induced cell death, and modulation of innate immune signaling pathways (<xref ref-type="bibr" rid="B21">Hofius et al., 2017</xref>). Therefore, plant autophagy machinery is also a pivotal target of pathogens during infection.</p>
<p>Until now, our knowledge about the plant endomembrane-trafficking system has mainly been obtained from <italic>Arabidopsis</italic>, and the studies with rice allowed us to appreciate the contributions of this system to SSP transport during seed development (<xref ref-type="bibr" rid="B19">He et al., 2021</xref>). Although maize is the leading grain crop worldwide, few studies on its membrane-trafficking system have been reported. For example, overexpression of <italic>ZmVPS29</italic>, a retromer complex component, conferred a slender kernel morphology (<xref ref-type="bibr" rid="B6">Chen et al., 2020b</xref>), and disruption of supernumerary aleurone 1 (SAL1, an ESCRT component) and Discolored1 (DSC1, an ADP-ribosylation factor GTPase) resulted in abnormal seed development (<xref ref-type="bibr" rid="B45">Shen et al., 2003</xref>; <xref ref-type="bibr" rid="B50">Takacs et al., 2012</xref>). The importance of the membrane-trafficking system was also revealed by a comparative genomic analysis of wild, landrace, and modern maize (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>), in which 31 factors involved in membrane trafficking were found to be selected during maize domestication and/or improvement, implying their strong connections with important agronomical traits. Therefore, it is important to understand the biological functions of maize membrane-trafficking factors. Here, the maize membrane-trafficking genes were identified using bioinformatic methods and publicly available data and characterized by the integration of co-expression network analysis and evolution analysis. These findings will provide important hints for future research to unravel the roles of these genes in maize development and responding to biotic and abiotic stresses.</p>
</sec>
<sec id="S2" sec-type="materials|methods">
<title>Materials and Methods</title>
<sec id="S2.SS1">
<title>Identification of Membrane-Trafficking Genes</title>
<p>Two methods were used to identify maize membrane-trafficking genes. First, the maize genome and protein databases were downloaded from the Ensembl Plants database<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> (B73 RefGen version 3 and version 4). The protein sequences of <italic>Arabidopsis</italic> membrane-trafficking components were retrieved from the TAIR10 database<sup><xref ref-type="fn" rid="footnote2">2</xref></sup> and employed as queries to search against local databases using BLASTP and TBLASTN methods (E value &#x2264; 1.0e-30). The orthology relationships between maize and <italic>Arabidopsis</italic> genes were further confirmed using the orthologs identification tool in the MCENet server<sup><xref ref-type="fn" rid="footnote3">3</xref></sup> (<xref ref-type="bibr" rid="B51">Tian et al., 2018</xref>). Second, the hidden Markov model (HMM) profiles of available membrane-trafficking components were retrieved from Pfam<sup><xref ref-type="fn" rid="footnote4">4</xref></sup> and used to search against the local maize protein database using the BLASTP method. The redundant sequences obtained from both methods were manually removed.</p>
</sec>
<sec id="S2.SS2">
<title>Phylogenetic Analysis and Conserved Domains of the Vesicle-Trafficking Proteins</title>
<p>Full-length protein sequences of maize and <italic>Arabidopsis</italic> membrane-trafficking proteins were aligned using ClustalW with default parameters, and phylogenetic trees were generated by MEGA (version 6.0) software using the neighbor-joining method with 1,000 bootstrap replications. The resulting Newick trees were visualized with the Evolview-v2 online server.<sup><xref ref-type="fn" rid="footnote5">5</xref></sup> All the conserved domains of membrane-trafficking proteins were identified using the NCBI Batch CD-Search database<sup><xref ref-type="fn" rid="footnote6">6</xref></sup> (<xref ref-type="bibr" rid="B36">Lu et al., 2020</xref>) and Pfam website with default parameters. The conserved domains were visualized with TBtools (<xref ref-type="bibr" rid="B7">Chen et al., 2020a</xref>).</p>
</sec>
<sec id="S2.SS3">
<title>Construction of Gene Co-expression Network Analysis</title>
<p>An R package, WGCNA, was used to construct gene co-expression networks (<xref ref-type="bibr" rid="B29">Langfelder and Horvath, 2008</xref>). For network analysis, two transcriptomic datasets, B73 different tissue RNA-seq data and Illumina HiSeq data (GEO accession: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="GSE92448">GSE92448</ext-link>), were collected and filtered to remove lower-quality reads and reads with expression variance of &#x003C;20% (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>; <xref ref-type="bibr" rid="B27">Kebede et al., 2018</xref>). In the weighted gene network analysis, each node represented a gene, and the edge was determined by the similarity of paired genes. Pearson correlation coefficients were calculated based on the similarity of paired gene expression and then transformed into an adjacency matrix of connection strength, which was used to calculate the topographical overlap matrix (TOM). A 1-TOM was calculated using hierarchical clustering, which defined gene modules corresponding to the basis of dissimilarity of gene connectivity. The total connectivity and intramodular connectivity, KME (for eigengene-based connectivity), and the KME P-value were calculated. The eigengene value for each module (ME) with phenotypic traits was calculated, and the most significant module was considered the core module. Each module had a unique color. Gene connectivity in modules balanced the number of edges of a node and was further visualized in Gephi-0.9.2 software.<sup><xref ref-type="fn" rid="footnote7">7</xref></sup> Gene Ontology (GO) categories of co-expression interactions with membrane-trafficking genes in the module were performed using R 3.6.4 packages clusterProfiler (<xref ref-type="bibr" rid="B56">Yu et al., 2012</xref>).</p>
</sec>
<sec id="S2.SS4">
<title>Gene Expression Pattern Analysis</title>
<p>To analyze the spatiotemporal expression pattern of maize membrane-trafficking genes, the expression data were retrieved from the previously described RNA-seq dataset (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>). To analyze the expression level of <italic>ZmSec23a</italic> in the seeds of regular and high oil inbred lines, the expression data in 15 DAP kernels of 368 maize inbred lines were downloaded from Yan&#x2019;s lab website<sup><xref ref-type="fn" rid="footnote8">8</xref></sup> (<xref ref-type="bibr" rid="B14">Fu et al., 2013</xref>). The expression heatmaps were generated using the R.3.6.4 platform.<sup><xref ref-type="fn" rid="footnote9">9</xref></sup></p>
</sec>
<sec id="S2.SS5">
<title>Identification of Membrane-Trafficking Genes Selected During Maize Domestication and Improvement</title>
<p>The single nucleotide polymorphism (SNP) data were downloaded from the HapMapV3 study for 1,210 maize lines (HapMapV3.2.1)<sup><xref ref-type="fn" rid="footnote10">10</xref></sup> (<xref ref-type="bibr" rid="B5">Bukowski et al., 2018</xref>). After filtering out SNPs with &#x2264;50% missing data, 28,803,913 SNPs were obtained. Moreover, 3.6 million SNPs were retrieved from the 368 RNA-seq association mapping panel, which include 32 high oil lines<sup><xref ref-type="fn" rid="footnote11">11</xref></sup> (<xref ref-type="bibr" rid="B14">Fu et al., 2013</xref>). After filtering with a minor allele frequency of &#x2265;5% using the TASSEL software (<xref ref-type="bibr" rid="B4">Bradbury et al., 2007</xref>), 557,977 higher-quality SNPs were obtained.</p>
<p>The identification of genomic selective sweep regions and selected vesicle membrane-trafficking genes during maize domestication and improvement was conducted as described in the previous report (<xref ref-type="bibr" rid="B34">Lin et al., 2014</xref>). Briefly, the nucleotide diversity (&#x03C0;) ratio and the fixation index (<italic>Fst</italic>) during domestication (teosinte vs. landrace) and improvement (landrace vs. improved) processes were calculated using VCFtools (<xref ref-type="bibr" rid="B12">Danecek et al., 2011</xref>), with a window size of 10 kb and step size of 2 kb. The top 5% of &#x03C0; ratio (1.55 and 1.22 for domestication and improvement, respectively) and the top 5% <italic>Fst</italic> values (0.25 and 0.089 for domestication and improvement, respectively) were set as the thresholds for putative selection signals. When the values of &#x03C0; or <italic>Fst</italic> of the genomic region exceeded the threshold, the detected membrane-trafficking genes in the region were defined as &#x201C;domestication&#x201D; or &#x201C;improvement.&#x201D;</p>
</sec>
<sec id="S2.SS6">
<title>Linkage Disequilibrium Analysis and Haplotype Analysis Within Genes</title>
<p>Single nucleotide polymorphisms (MAFs &#x2265; 0.05) and full-length DNA sequences of candidate genes were extracted from wild teosintes, landraces, improved cultivars, and high oil accessions. These SNPs were used to calculate the square values of the correlation coefficient (<italic>r</italic><sup>2</sup>) between each SNP pair to measure the linkage disequilibrium (LD) using HaploView version 4.2 (<xref ref-type="bibr" rid="B1">Barrett et al., 2005</xref>). Haplotypes were generated using DnaSP version 5 (<xref ref-type="bibr" rid="B33">Librado and Rozas, 2009</xref>). For haplotype network analysis of <italic>ZmSec23a</italic> (<italic>Zm00001d009150</italic>), a sample of 20 teosintes, 22 landraces, 58 maize inbred lines, 23 high oil materials, and 345 regular inbred lines was used to construct the haplotype network using POPART version 1.7 (<xref ref-type="bibr" rid="B30">Leigh and Bryant, 2015</xref>).</p>
</sec>
<sec id="S2.SS7">
<title><italic>Cis</italic>-Element Analysis</title>
<p>Putative promoter regions containing 6,000 bp of 5&#x2032; genomic sequences immediately upstream of the start code of the <italic>ZmVPS37A</italic> gene were extracted from the teosinte and maize genome database<sup><xref ref-type="fn" rid="footnote12">12</xref></sup> and were submitted to PlantCARE<sup><xref ref-type="fn" rid="footnote13">13</xref></sup> for <italic>cis</italic>-element analysis.</p>
</sec>
<sec id="S2.SS8">
<title>Plant Growth and Fungal Strains Infection</title>
<p>Teosinte (<italic>Zea mays</italic> ssp. <italic>Parviglumis</italic>, accessions: <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="W71-2">W71-2</ext-link>), landrace (303WX), and B73 inbred lines were grown in a greenhouse at 25&#x00B0;C under a light/dark 16/8-h photoperiod. The <italic>Fusarium graminearum</italic> wild-type strain PH-1 used in this study was cultured at 25&#x00B0;C on a carnation leaf agar for 1 week and then transferred and incubated in liquid carboxymethyl cellulose (CMC) medium with gentle shaking (100 rpm) for three more days. The conidium was subsequently collected by filtering through the two layers of Miracloth (Millipore, 475855) and the number of conidia was counted using a hemocytometer. For the inoculation assay, in the stalk of maize V2 stage seedlings, a hole was created 2 cm above the soil using a sterile toothpick, 40 &#x03BC;l suspension conidia (1 &#x00D7; 10<sup>6</sup> conidia/ml) or ddH<sub>2</sub>O (mock) was injected into the hole with a needleless syringe, and then it was placed in a greenhouse for 7 days (70% humidity, 25&#x00B0;C, a light/dark 16/8-h photoperiod).</p>
</sec>
<sec id="S2.SS9">
<title>Quantitative Real-Time Polymerase Chain Reaction</title>
<p>Maize stalk tissues were collected and frozen immediately in liquid nitrogen, and total RNA samples were isolated using the Plant RNA extraction kit (TIANDZ, Inc., Beijing, China). One microgram of total RNA was converted to cDNA using HiScript II RT SuperMix for qPCR (Vazyme, Nanjing, China) according to the manufacturer&#x2019;s instructions. qRT-PCR reactions were performed with the Bio-Rad CFX96&#x2122; real-time PCR system using ChamQ Universal SYBR qPCR Master Mix (Vazyme, Nanjing, China). Maize <italic>Ubc9</italic> was used as an internal control (forward primer, 5&#x2032;-acgaaggtcttccatccaaacatc-3&#x2032;; reverse primer, 5&#x2032;-gtttcatgggcaacaccacaatcg-3&#x2032;), and the relative expression levels for target genes were calculated using the 2<sup>&#x2013;&#x0394;&#x0394;Ct</sup> method. qRT-PCRs were all performed with three biological replicates. The primers used for <italic>ZmVPS37A</italic> are as follows: <italic>ZmVPS37A</italic>-F 5&#x2032;-gagctggagatttcctctcttc-3&#x2032; and <italic>ZmVPS37A</italic>-R 5&#x2032;-gaagactgcggactatctgaagc-3&#x2032;.</p>
</sec>
</sec>
<sec id="S3" sec-type="results">
<title>Results</title>
<sec id="S3.SS1">
<title>Genome-Wide Identification of Membrane-Trafficking Factors in Maize</title>
<p>Prior studies by <xref ref-type="bibr" rid="B42">Paul et al. (2014)</xref> and <xref ref-type="bibr" rid="B31">Li et al. (2015)</xref> defined the maize genomic loci that encode components of secretory and endocytic pathways and autophagy pathways, respectively. Here, with the improved maize genome sequence available [RefGen_v4, <xref ref-type="bibr" rid="B25">Jiao et al. (2012)</xref>], we exhaustively search for membrane-trafficking components using BLASTP and TBLASTN<sup><xref ref-type="fn" rid="footnote14">14</xref></sup> with the full-length amino acid sequences of <italic>Arabidopsis</italic> membrane-trafficking factors as baits (<xref ref-type="bibr" rid="B2">Bassham et al., 2008</xref>; <xref ref-type="bibr" rid="B42">Paul et al., 2014</xref>; <xref ref-type="bibr" rid="B16">Gao et al., 2017</xref>). By sequence alignment and phylogenetic and domain analyses, the membrane-trafficking genes in the maize genome are defined (<xref ref-type="fig" rid="F1">Figure 1</xref>, <xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS2">9</xref>, and <xref ref-type="supplementary-material" rid="DS1">Supplementary Datasets 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS1">7</xref>). Totally, we obtained 479 maize genes involved in membrane trafficking, including 11 genes encoding components for clathrin-coated vesicle (CCV), 35 for AP1-5 complexes, 26 for COP-I complex, 30 for COP-II complex, 10 for ARF GTPases, 52 for autophagy machinery, 63 for ESCRTs machinery, 96 for tethering complexes, 11 for retromer complex, 76 factors for Rab GTPase protein family, and 69 for SNARE protein family.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>An overview of endomembrane-trafficking components in <italic>Arabidopsis thaliana</italic> and <italic>Zea mays</italic>. Coulson plot depicting components of coat complexes, autophagy machinery, ESCRT machinery, tethering factors, retromer proteins, Rab proteins, and SNARE proteins in <italic>A. thaliana</italic> and <italic>Z. mays</italic>. Legends at the top of each column refer to the subunits of complexes. Numbers indicate relevant paralog counts. Homologs of these factors were identified and listed in <xref ref-type="supplementary-material" rid="DS1">SupplementaryDatasets 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS1">7</xref>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g001.tif"/>
</fig>
<p>The factors are highly comparable in their protein length and the number of orthologs between maize and <italic>Arabidopsis</italic> (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS2">9</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Datasets 1</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS1">7</xref>). However, we observed a significantly higher copy number for certain factors in maize than in <italic>Arabidopsis</italic>. For example, there are seven, four, and three gene copies for the B-COP &#x03B2;&#x2019; and &#x03B5; subunits, and F-COP &#x03B3; subunit, respectively, while there are only three, two, and one genes for the relevant <italic>Arabidopsis</italic> factors. Another clear example is the genes encoding clathrin heavy chain proteins, with eight and two gene copies in maize and <italic>Arabidopsis</italic> genomes, respectively. Notably, an interesting exception is that <italic>Arabidopsis</italic> possesses a slightly expanded set of Rab11 (RabA), with 26 paralogs as compared to 24 paralogs in the maize genome (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 8</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Dataset 6</xref>). Moreover, we could not detect any orthologs of PROS (an ESCRT component) and RABA6 protein in maize (<xref ref-type="supplementary-material" rid="DS1">Supplementary Datasets 3</xref>, <xref ref-type="supplementary-material" rid="DS1">6</xref>).</p>
<p>Domain architecture is critical for protein function and is therefore mostly retained by orthologs during evolution for their function performance. Thus, we compared the domain architectures of maize factors with their relevant <italic>Arabidopsis</italic> components as an additional criterion to assign orthology. Using NCBI Conserved Domain (CDD<sup><xref ref-type="fn" rid="footnote15">15</xref></sup>) and Pfam website,<sup><xref ref-type="fn" rid="footnote16">16</xref></sup> we observed that 81.84% (392/479) of maize factors possess the same domain architecture as their <italic>Arabidopsis</italic> orthologs, which indicates that the membrane-trafficking system is largely conserved in monocotyledonous and dicotyledonous plants. In addition, we found that 6.47% (31/479) of maize orthologous genes are predicted to encode truncated proteins with defective domain structures. For examples, four genes [<italic>Zm00001d009915</italic> (<italic>ZmCHC3a</italic>), <italic>Zm00001d026086</italic> (<italic>ZmCHC3b</italic>), <italic>Zm00001d021067</italic> (<italic>ZmCHC4a</italic>), and <italic>Zm00001d012897</italic> (<italic>ZmCHC5b</italic>)] are predicted to encode truncated clathrin heavy chain protein (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 1</xref>), and two genes [<italic>Zm00001d013458</italic> (<italic>ZmATG3b</italic>) and <italic>Zm00001d003156</italic> (<italic>ZmATG3d</italic>)] are predicted to encode truncated autophagy component ATG3 (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 4</xref>). Further gene expression analysis with MaizeGDB<sup><xref ref-type="fn" rid="footnote17">17</xref></sup> revealed that no cDNAs have been detected for these six genes, indicating that they are likely pseudogenes (data not shown).</p>
<p>In some cases, we observed the presence of additional domains in some maize factors when compared with their <italic>Arabidopsis</italic> orthologs, e.g., for SNARE protein SYP3 or ESCRT component SNF7. <italic>Arabidopsis</italic> Qa-SNARE protein AtSYP31 (AT5G05760) and AtSYP32 (AT3G24350) contain a t-SNARE domain at their C-terminal regions, while an additional syntaxin-5 domain is detected at the N-terminal regions of maize orthologs ZmSYP31 (Zm00001d008758) and ZmSYP32 (Zm00001d039614) (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 9</xref>). A similar scenario is also detected for one of the maize ESCRT SNF7 proteins (Zm00001d044480), which contains an additional leucine-rich repeat N-terminal domain besides the C-terminal SNF7 domain (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 5</xref>). These extra domains might provide another layer of regulatory feature for these maize membrane-trafficking factors.</p>
</sec>
<sec id="S3.SS2">
<title>RNA-Seq Analysis of Maize Membrane-Trafficking Gene Expression</title>
<p>To investigate the spatiotemporal expression patterns of maize membrane-trafficking genes, we performed a gene co-expression (clustering) analysis using a previously described RNA-seq dataset derived from 64 different tissues/stages of the maize inbred line B73 (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>; <xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 10</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS2">16</xref>). We observed 3&#x2013;12 clusters in all protein complexes or families analyzed, indicating that the expression profiles of these genes varied considerably. Notably, with few exceptions (e.g., <italic>ZmGOS11</italic>), most genes encoding SNARE proteins are grouped into nine clusters, which largely coincide with their subcellular localization (<xref ref-type="fig" rid="F2">Figure 2</xref>). The first and last clusters mostly contained genes encoding TGN/PM-localized SNAREs, including <italic>ZmSYP1</italic>, <italic>ZmVAMP72</italic>, <italic>ZmNPSN1</italic>, and <italic>ZmTYN11</italic>, but showed distinct expression patterns, indicating that these two sets of <italic>SNARE</italic> genes might have tissue-specific functions. The genes in the second cluster (TGN-Vac) displayed elevated expression in root and some reproductive tissues (silk and tassel), whereas the genes in the third (TGN-vac or PM), fourth (Golgi), and sixth (ER-Golgi-Vac) clusters showed enhanced expression in endosperm but not in embryo. Interestingly, we also detected increased mRNA abundance in endosperm for multiple membrane-trafficking genes (175 loci) other than SNAREs (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 10</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS2">16</xref>). It was similar to the earlier observation for maize autophagy machinery (<xref ref-type="bibr" rid="B31">Li et al., 2015</xref>), indicating that the membrane-trafficking system, including the autophagy pathway, might participate in the maturation of maize endosperm during seed development. The fifth cluster contained seven <italic>SNARE</italic> genes (<italic>ZmSNAP33</italic>, <italic>ZmVAMP728</italic>, <italic>ZmVAMP729</italic>, <italic>ZmVAMP712</italic>, <italic>ZmSYP125</italic>, <italic>ZmSYP123</italic>, and <italic>ZmSYP23</italic>), which all expressed preferentially in anthers above all other tissues, implying their roles during anther and/or pollen development.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>The spatiotemporal expression profiles of maize genes encoding SNARE proteins. The expression patterns of SNARE-encoding genes are analyzed based on the reads per kilobase per one million reads (RPKM) of 64 maize tissue-specific samples. The blue, white, and red colors indicate the low, medium, and high gene expression values, respectively.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g002.tif"/>
</fig>
<p>Besides the analysis of spatiotemporal expression patterns, our RNA-seq analyses also detected differential expression at the isoform level for multiple membrane-trafficking genes. For example, VAMP72, which is a subgroup of VAMP7 specific to green plants and is largely involved in trafficking at the PM, had eleven isoforms in the maize genome and could be subdivided into five groups based on their expression patterns (<xref ref-type="fig" rid="F2">Figure 2</xref>). The first group, encompassing <italic>ZmVAMP727</italic> and <italic>ZmVAMP7210</italic>, displayed elevated expression in root and leaf tissues. However, the second group, containing <italic>ZmVAMP721</italic>, <italic>ZmVAMP723</italic>, and <italic>ZmVAMP725</italic>, had enhanced expression patterns in whole seed and endosperm tissues, suggesting a role in regulating seed development. The third group included <italic>ZmVAMP728</italic> and <italic>ZmVAMP729</italic>; they were expressed exclusively in anther tissue, implying their specific role in pollen development. The fourth group contained <italic>ZmVAMP722</italic> and <italic>ZmVAMP726</italic>, which were expressed preferentially at the very early stage of seed development. The last group (<italic>ZmVAMP724a</italic> and <italic>ZmVAMP724b</italic>) had ubiquitous expression patterns.</p>
</sec>
<sec id="S3.SS3">
<title>Identification of Membrane-Trafficking Genes Involving Seed Development</title>
<p>Our spatiotemporal expression analysis revealed that 257 membrane-trafficking genes displayed elevated expression in the endosperm, embryo, or whole seed tissues, suggesting that they might play important roles in seed development (<xref ref-type="fig" rid="F2">Figure 2</xref> and <xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 10</xref>&#x2013;<xref ref-type="supplementary-material" rid="DS2">16</xref>). To further investigate the contributions of these genes in maize seed development, we performed a weighted gene co-expression network analysis (WGCNA) to analyze the co-expression relationships among 16,888 differentially expressed genes identified from the above-mentioned RNA-seq dataset (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>). In total, 27 color-coded gene modules were identified according to the similarity of gene expression patterns (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 17A</xref> and <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). The module-tissue correlation analysis showed that modules turquoise and yellow positively correlated with early and late endosperm development, respectively (<italic>r</italic> = 0.36, <italic>p</italic> = 9.45e&#x2013;4; <italic>r</italic> = 0.39, <italic>p</italic> = 3.44e&#x2013;4, respectively) (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 17B</xref>). The genes of module turquoise peaked at the endosperm of 12 DAP (days after pollination), whereas those in module yellow were expressed highly at the endosperm of 24 DAP (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 17C,D</xref>). Moreover, module black was correlated with embryo development (<italic>r</italic> = 0.66, <italic>p</italic> = 2.46e&#x2013;11), and module dark red was correlated with early seed development (<italic>r</italic> = 0.56, <italic>p</italic> = 5.56e&#x2013;8).</p>
<p>In early endosperm-specific module turquoise, 114 genes encoding membrane-trafficking factors were identified among 3,850 annotated genes, including 18 for CCV and AP complexes, 15 for COPI complex, 15 for COPII complex, three ARF GTPases, six for ESCRT complex, three for retromer complex, 30 for tethering factors, 16 for Rab GTPases, and 8 for SNARE proteins (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). Further analysis of the subnetwork harboring components with a weighted value over 0.2 revealed that genes encoding five COPII components (ZmSec13a, ZmSec13b, ZmSec24a, ZmSec23i, and ZmSec23j), four Rab GTPases (ZmRABA1f, ZmRABE1b, ZmRABE1c, and ZmRABE1k), one Golgi/PM localized SNARE protein (ZmSec22), and one ESCRT-II component (ZmVPS25) have higher connectivity with other genes (<xref ref-type="fig" rid="F3">Figures 3A,B</xref>). The COPII complex is responsible for the transport of newly synthesized protein from ER to <italic>cis</italic>-Golgi, and RabE GTPases are well-known regulators for vesicle transport from the Golgi apparatus to the PM (<xref ref-type="bibr" rid="B47">Speth et al., 2009</xref>). The GO enrichment analysis revealed that the genes involved in protein biosynthesis and assembly, ribosome biogenesis, and translation apparatus are overrepresented (<xref ref-type="fig" rid="F3">Figure 3C</xref>), suggesting the role(s) of these membrane-trafficking components in the delivery of nascent biosynthesized proteins during early endosperm development.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Co-expression of membrane-trafficking genes during maize seed development. Nodes are color coded based on the consensus modules identified using the R language WGCNA package. Edges are constructed between genes with a correlation coefficient (<italic>r</italic>) &#x003E; 0.2. <bold>(A)</bold> Co-expression network visualization for module turquoise identified in <xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 17</xref>. <bold>(B)</bold> The subnetwork with membrane-trafficking genes in module turquoise for visualization (<italic>r</italic> &#x003E; 0.2). <bold>(C)</bold> Gene ontology (GO) enrichment analysis of the subnetwork co-expressed genes.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g003.tif"/>
</fig>
</sec>
<sec id="S3.SS4">
<title>Identification of Membrane-Trafficking Components Responsible for Pathogen Defense in Maize</title>
<p>To investigate the membrane-trafficking genes responsible for pathogen defense during Gibberella ear rot disease caused by <italic>F. graminearum</italic>, we also performed a WGCNA to identify gene modules between resistance inbred line CO441 and susceptible line B73 (<xref ref-type="bibr" rid="B27">Kebede et al., 2018</xref>). In total, 15 modules were identified among 12,528 differential expression genes across eight experimental conditions (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 18A</xref> and <xref ref-type="supplementary-material" rid="TS2">Supplementary Table 2</xref>). According to the module-trait correlation analysis (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 18B</xref>), modules red and magenta showed a highly positive correlation with disease defense of resistance line CO441 (<italic>r</italic> = 0.54, <italic>p</italic> = 0.04; <italic>r</italic> = 0.57, <italic>p</italic> = 0.03, respectively). The genes within module red were highly expressed in resistance line CO441 at 1&#x2013;2 days after fungi infection (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 18C</xref>). In contrast, genes within module green were highly expressed in susceptible line B73 (<italic>r</italic> = 0.7, <italic>p</italic> = 0.04) and peaked at 2 days after fungi infection (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 18D</xref>).</p>
<p>In module green, four membrane-trafficking genes, which encode two ESCRT components (ZmTOL9 and ZmISTL6), one SNARE protein ZmSYP121, and a SNARE-interacting protein ZmSec1b were identified among 603 annotated genes with a weighted value over 0.3 (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figures 19A,B</xref>). These genes were strongly co-upregulated with several defense genes in B73 2 days after fungi infection (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 19C</xref>). Within the subnetwork containing these four genes, genes involved in defense, SA biosynthesis, jasmonic acid signaling, and amino acid biological process are overrepresented (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 19D</xref>), implying the role of these four factors in response to pathogen infection. The identification of <italic>ZmSyp121</italic> here further confirmed its conserved role in pathogen defense in both monocotyledonous and dicotyledonous plants (<xref ref-type="bibr" rid="B10">Collins et al., 2003</xref>).</p>
<p>We then analyzed module red and identified eight membrane-trafficking genes among 671 annotated genes (weighted value &#x003E; 0.15) (<xref ref-type="fig" rid="F4">Figures 4A,B</xref>). These factors all showed a stronger and more rapid gene expression in resistant line CO441 than in B73 upon pathogen infection, along with many defense genes, such as <italic>PR1</italic> and <italic>PR10</italic> (<xref ref-type="fig" rid="F4">Figure 4C</xref>). Among these genes, those encoding SNARE protein SYP131, Rab GTPase RABH1c, and autophagy component ATG18f showed a higher degree of connectivity (&#x003E;10). The <italic>Arabidopsis</italic> orthologs of SYP131 and RabH1b have been reported to be involved in the vesicle trafficking of callose (<xref ref-type="bibr" rid="B15">Gamir et al., 2018</xref>; <xref ref-type="bibr" rid="B18">He et al., 2018</xref>). The identification of <italic>ZmSYP131</italic> and <italic>ZmRABH1c</italic> here suggested that maize orthologs might have a similar function in callose deposition upon fungi infection. The identification of <italic>ZmATG18f</italic> also suggested the role of autophagy in the pathogen defense of maize. Further, GO analysis of the subnetwork containing these eight genes revealed an enrichment of defense genes (<xref ref-type="fig" rid="F4">Figure 4D</xref>). Moreover, GO terms related to the biological process of biotic stress such as lipid biosynthetic process, isoprenoid biosynthetic process, and trypotophon metabolic process were also specifically enriched, indicating that membrane-trafficking factors likely coordinated with the defense-related metabolic processes and transported defense proteins and antimicrobial metabolites to the infected regions. In summary, the WGCNA analysis above revealed that the maize genes encoding membrane-trafficking factors were upregulated together with defense-related genes, which conferred basal resistance to <italic>F. graminearum</italic> in B73, but also with genes involved in various secondary metabolic processes to further improve resistance capability in CO441 line.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Co-expression of membrane-trafficking genes responding to Gibberella ear rot disease in two maize inbred lines. <bold>(A)</bold> Co-expression network of module red. Nodes are color coded based on the consensus modules identified using the R language WGCNA package. Edges are constructed between genes with a correlation coefficient (<italic>r</italic>) &#x003E; 0.15. <bold>(B)</bold> The subnetwork with membrane-trafficking genes for visualization in module red. <bold>(C)</bold> Expression profiles of defense and membrane-trafficking genes in module red upon Gibberella infection. The values in red and green indicate gene increases and decreases in expression, respectively. <bold>(D)</bold> Gene ontology (GO) enrichment analysis of co-expressed genes of module red.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g004.tif"/>
</fig>
</sec>
<sec id="S3.SS5">
<title>Multiple Membrane-Trafficking Genes Are Selected During Maize Domestication and Improvement</title>
<p>The identification of selected genetic loci during domestication and improvement of crops is important for breeding elite varieties and can further facilitate appreciation of the contributions of selected loci to important agronomic traits (<xref ref-type="bibr" rid="B60">Zhou et al., 2015</xref>). Molecular evidence for selective sweeps on multiple membrane-trafficking genes during maize domestication and improvement has been reported in several previous studies (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>; <xref ref-type="bibr" rid="B25">Jiao et al., 2012</xref>; <xref ref-type="bibr" rid="B35">Liu et al., 2015</xref>). With more comprehensive and better annotated B73 genome datasets and the complete list of membrane-trafficking genes, we searched the larger and more diverse maize HapMap 3 genotype dataset (<xref ref-type="bibr" rid="B5">Bukowski et al., 2018</xref>), which covers 20 wild relatives (<italic>Zea mays</italic> spp. <italic>Parviglumis</italic>), 23 landraces, and 59 improved cultivars (<xref ref-type="supplementary-material" rid="TS3">Supplementary Table 3</xref>), for genomic regions showing positive selection signals during domestication and improvement through statistical analyses of high population differentiation (<italic>Fst</italic>) and low level of nucleotide diversity (&#x03C0;) (<xref ref-type="table" rid="T1">Table 1</xref>). The top 5% of <italic>Fst</italic> and &#x03C0; ratio were set as thresholds to identify potentially selected regions. During maize domestication (teosinte vs. landrace), 15,760 windows were found as candidate regions (<italic>Fst</italic> &#x2265; 0.26; &#x03C0; teosinte/&#x03C0; landrace &#x2265; 1.55). A total of 25 out of 479 membrane-trafficking genes were found to be associated with domestication (<xref ref-type="fig" rid="F5">Figures 5A,C</xref> and <xref ref-type="table" rid="T1">Table 1</xref>), including five genes encoding components of the autophagy machinery, three for ESCRT complex, four for Coat and AP complexes, one for retromer complex, four for tethering factors, six for ARF and Rab GTPases, and two for SNARE proteins. In the comparison of maize landrace and improved populations, 14,729 slide windows were revealed by two methods (<italic>Fst</italic> &#x2265; 0.08; &#x03C0; landrace/&#x03C0; improved &#x2265; 1.39). Similarly, a total of 14 membrane-trafficking genes were identified to be improvement genes (<xref ref-type="fig" rid="F5">Figures 5B,D</xref> and <xref ref-type="table" rid="T1">Table 1</xref>), including two for autophagy factors, three for SNARE proteins, two for Rab GTPases, two for tethering factors, three for coat complexes, and two for ESCRT components.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Membrane-trafficking genes selected during maize domestication and improvement.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="center"><italic>Zea mays</italic> ID</td>
<td valign="top" align="center">Chr.</td>
<td valign="top" align="center">Position</td>
<td valign="top" align="center">Top 5% <italic>Fst</italic></td>
<td valign="top" align="center">Top 5% &#x03C0; ratio</td>
<td valign="top" align="center">Annotation</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Domestication</td>
<td valign="top" align="center"><italic>Zm00001d052028<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">4</td>
<td valign="top" align="center">173834001-173850000</td>
<td valign="top" align="center">0.32</td>
<td valign="top" align="center">1.771</td>
<td valign="top" align="center"><italic>ZmVPS15b</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d022584<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">174832000-174858000</td>
<td valign="top" align="center">0.361</td>
<td valign="top" align="center">10.577</td>
<td valign="top" align="center"><italic>ZmTYN11</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d023738<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">17782000-178400000</td>
<td valign="top" align="center">0.479</td>
<td valign="top" align="center">3.832</td>
<td valign="top" align="center"><italic>ZmVPS26B&#x002A;</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d021067<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">135926000-136002000</td>
<td valign="top" align="center">0.489</td>
<td valign="top" align="center">4.348</td>
<td valign="top" align="center"><italic>ZmCHC4a</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d046020<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">54474000-54620000</td>
<td valign="top" align="center">0.39</td>
<td valign="top" align="center">3.139</td>
<td valign="top" align="center"><italic>ZmTOL11</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d005215<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">159788000-159848000</td>
<td valign="top" align="center">0.409</td>
<td valign="top" align="center">2.889</td>
<td valign="top" align="center"><italic>ZmRABD1c</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d015890<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">126234000-126294000</td>
<td valign="top" align="center">0.645</td>
<td valign="top" align="center">2.412</td>
<td valign="top" align="center"><italic>ZmSec1a</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>GRMZM2G360867<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">72404000-72516000</td>
<td valign="top" align="center">0.441</td>
<td valign="top" align="center">3.79</td>
<td valign="top" align="center"><italic>ZmRABE1j</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d011984<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">160366000-160470000</td>
<td valign="top" align="center">0.425</td>
<td valign="top" align="center">2.931</td>
<td valign="top" align="center"><italic>ZmATG6b</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d022172<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">166126000-166198000</td>
<td valign="top" align="center">0.567</td>
<td valign="top" align="center">4.651</td>
<td valign="top" align="center"><italic>ZmARFRP2</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d027962<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">18046000-18130000</td>
<td valign="top" align="center">0.589</td>
<td valign="top" align="center">2.154</td>
<td valign="top" align="center"><italic>ZmVPS37A</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d032710<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">232184000-232276000</td>
<td valign="top" align="center">0.614</td>
<td valign="top" align="center">7.41</td>
<td valign="top" align="center"><italic>ZmVPS2.4</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d021551<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">150440000-150572000</td>
<td valign="top" align="center">0.444</td>
<td valign="top" align="center">2.639</td>
<td valign="top" align="center"><italic>ZmRabH1d</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d023910<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">26982000-27084000</td>
<td valign="top" align="center">0.525</td>
<td valign="top" align="center">2.639</td>
<td valign="top" align="center"><italic>ZmAP5/</italic>&#x03BC;<italic>5</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d036161<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">72344000-72418000</td>
<td valign="top" align="center">0.515</td>
<td valign="top" align="center">2.640</td>
<td valign="top" align="center"><italic>Zm</italic>&#x03B2;<italic>&#x2019;3-COPI</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d043288<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">191668000-191678000</td>
<td valign="top" align="center">0.341</td>
<td valign="top" align="center">1.895</td>
<td valign="top" align="center"><italic>ZmCOG1a&#x002A;</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d034364<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">285830000-285840000</td>
<td valign="top" align="center">0.309</td>
<td valign="top" align="center">2.784</td>
<td valign="top" align="center"><italic>ZmTRS85&#x002A;</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d033776<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">268656000-268668000</td>
<td valign="top" align="center">0.400</td>
<td valign="top" align="center">2.852</td>
<td valign="top" align="center"><italic>ZmVPS39</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d038059<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">142706000-142716000</td>
<td valign="top" align="center">0.352</td>
<td valign="top" align="center">1.551</td>
<td valign="top" align="center"><italic>ZmCOG5</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d042303<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">158480001-158500000</td>
<td valign="top" align="center">0.487</td>
<td valign="top" align="center">1.535</td>
<td valign="top" align="center"><italic>ZmATG6a</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d015102<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">73180001-73284000</td>
<td valign="top" align="center">0.335</td>
<td valign="top" align="center">1.825</td>
<td valign="top" align="center"><italic>ZmGOS12</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d007075<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">215490001-215528000</td>
<td valign="top" align="center">0.269</td>
<td valign="top" align="center">1.684</td>
<td valign="top" align="center"><italic>ZmSec31a</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d018355<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">213270001-213318000</td>
<td valign="top" align="center">0.442</td>
<td valign="top" align="center">2.062</td>
<td valign="top" align="center"><italic>ZmATG18e</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d024239<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">59888000-59978000</td>
<td valign="top" align="center">0.493</td>
<td valign="top" align="center">2.170</td>
<td valign="top" align="center"><italic>ZmATG8d</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d045434<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">22254001-22270000</td>
<td valign="top" align="center">0.299</td>
<td valign="top" align="center">6.133</td>
<td valign="top" align="center"><italic>ZmSec1c</italic></td>
</tr>
<tr>
<td valign="top" align="left">Improvement</td>
<td valign="top" align="center"><italic>Zm00001d033058<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">245198000-245304000</td>
<td valign="top" align="center">0.155</td>
<td valign="top" align="center">1.874</td>
<td valign="top" align="center"><italic>ZmSec20a</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d016686<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">168500000-168562000</td>
<td valign="top" align="center">0.141</td>
<td valign="top" align="center">2.127</td>
<td valign="top" align="center"><italic>ZmSNAP33</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d034949<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">300880000-301008000</td>
<td valign="top" align="center">0.16</td>
<td valign="top" align="center">2.16</td>
<td valign="top" align="center"><italic>ZmRABF2c</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d006474<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">203384000-203406000</td>
<td valign="top" align="center">0.157</td>
<td valign="top" align="center">2.154</td>
<td valign="top" align="center"><italic>ZmATG8a</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d009150<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">38490000-38546000</td>
<td valign="top" align="center">0.211</td>
<td valign="top" align="center">1.721</td>
<td valign="top" align="center"><italic>ZmSec23a</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d033714<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">267240000-267272000</td>
<td valign="top" align="center">0.126</td>
<td valign="top" align="center">1.565</td>
<td valign="top" align="center"><italic>ZmISTL6</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d025044<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">100866000-100876000</td>
<td valign="top" align="center">0.117</td>
<td valign="top" align="center">3.101</td>
<td valign="top" align="center"><italic>ZmVPS54a</italic></td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d023867<xref ref-type="table-fn" rid="t1fna"><sup>a</sup></xref></italic></td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">24958000-24968000</td>
<td valign="top" align="center">0.156</td>
<td valign="top" align="center">1.985</td>
<td valign="top" align="center"><italic>ZmUSO1</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d043269<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">3</td>
<td valign="top" align="center">191006000-191018000</td>
<td valign="top" align="center">0.092</td>
<td valign="top" align="center">2.272</td>
<td valign="top" align="center"><italic>ZmVPS28B</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d047464<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">128998000-129008000</td>
<td valign="top" align="center">0.117</td>
<td valign="top" align="center">1.496</td>
<td valign="top" align="center"><italic>ZmAP1/2B2&#x2019;</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d011347<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">8</td>
<td valign="top" align="center">142642001-142702000</td>
<td valign="top" align="center">0.155</td>
<td valign="top" align="center">1.413</td>
<td valign="top" align="center"><italic>ZmATG7</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d021913<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">160350001-160370000</td>
<td valign="top" align="center">0.137</td>
<td valign="top" align="center">1.143</td>
<td valign="top" align="center"><italic>ZmSFT11</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d037004<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">105584001-105610000</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center">1.359</td>
<td valign="top" align="center"><italic>ZmRABA1b</italic>&#x002A;</td>
</tr>
<tr>
<td/>
<td valign="top" align="center"><italic>Zm00001d004807<xref ref-type="table-fn" rid="t1fna"><sup>b</sup></xref></italic></td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">136600000-136772000</td>
<td valign="top" align="center">0.147</td>
<td valign="top" align="center">1.537</td>
<td valign="top" align="center"><italic>Zm</italic>&#x03B2;<italic>1-COP-I</italic></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="t1fna"><p><italic>Chr, chromosome number. <sup>a,b</sup>Denote the gene status of identified loci either as a candidate gene or in selected regions, respectively. Asterisks indicate the loci that have been identified in previous analyses. GRMZM2G360867 is not available in Z. mays RefGen_V4.</italic></p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Profiling of selected membrane-trafficking genes during maize domestication and improvement. <bold>(A&#x2013;D)</bold> Genome-wide selective signals (<italic>Fst</italic> and &#x03C0; ratio) analysis of teosinte, landrace, and improved using a 20-kb sliding window and 10-kb steps. The chromosome numbers are set along the x-axis. The top and bottom horizontal black dashed lines in each panel represent the top 1% (<italic>Fst</italic> &#x2265; 0.41; &#x03C0; teosinte/&#x03C0; landrace &#x2265; 2.56; <italic>Fst</italic> &#x2265; 0.14; &#x03C0; landrace/&#x03C0; improved &#x2265; 1.99) and top 5% (<italic>Fst</italic> &#x2265; 0.26; &#x03C0; teosinte/&#x03C0; landrace &#x2265; 1.55; <italic>Fst</italic> &#x2265; 0.08; &#x03C0; landrace/&#x03C0; improved &#x2265; 1.39) of cutoffs, respectively. Arrows indicate that membrane trafficking genes were selected during maize domestication and improvement. Red arrows represent these genes that have also been identified in previous evolutionary analyses (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>). Dashed lines indicate domestication or improvement of genes falling within the selected region. Solid lines indicate domestication and improvement candidates.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g005.tif"/>
</fig>
<p>Out of the 39 selected membrane-trafficking genes identified in our study, 22 have been identified in previous evolutionary analyses (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>; <xref ref-type="bibr" rid="B25">Jiao et al., 2012</xref>; <xref ref-type="bibr" rid="B35">Liu et al., 2015</xref>). Moreover, nine out of 39 selected membrane-trafficking genes were detected by QTL mapping or genome-wide association studies (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>), which further implicates the potential roles of these genes in maize development and biotic and/or abiotic stress responses. For example, four of them are implicated in biotic stress responses [<italic>Zm00001d042303</italic> (<italic>ZmATG6a</italic>), <italic>Zm00001d027962</italic> (<italic>ZmVPS37A</italic>), <italic>Zm00001d015102</italic> (<italic>ZmGOS13</italic>), and <italic>Zm00001d011347</italic> (<italic>ZmATG7</italic>)], and three for ear and seed development [<italic>Zm00001d011984</italic> (<italic>ZmATG6b</italic>), <italic>Zm00001d042215</italic> (<italic>ZmATG18e</italic>), and <italic>Zm00001d009150</italic> (<italic>ZmSec23a</italic>)], and one for leaf senescence [<italic>Zm00001d042215</italic> (<italic>ZmATG18e</italic>)].</p>
</sec>
<sec id="S3.SS6">
<title><italic>ZmSec23a</italic> Is a Maize Improvement Gene Involved in Seed Development</title>
<p>Among 114 genes involved in seed development, <italic>ZmSec23a</italic> on chromosome 8 was also found to have strong selection signals with high-level population differentiation between landrace and improved lines (<italic>Fst</italic> = 0.211, &#x03C0; landrace/&#x03C0; improved = 1.721) (<xref ref-type="fig" rid="F6">Figure 6A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>). Given that ZmSec23a is an important COPII component that might regulate the protein biosynthesis during seed development, we first analyzed its mRNA levels using previously reported RNA-sequencing data (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>). As shown in <xref ref-type="fig" rid="F6">Figure 6B</xref>, <italic>ZmSec23a</italic> showed elevated expression in the endosperm and seed tissues. Interestingly, we also found that <italic>ZmSec23a</italic> exhibited increased mRNA abundance in high oil lines compared with regular materials (<xref ref-type="fig" rid="F6">Figure 6C</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption><p><italic>ZmSec23a</italic> is selected during maize improvement and is strongly associated with seed oil content. <bold>(A)</bold> <italic>Fst</italic> (left) and &#x03C0; (right) values in landraces and improved cultivators across the 0.3-Mb and 0.48-Mb genomic regions surrounding <italic>ZmSec23a</italic>, respectively, which is indicated by the purple bar. <bold>(B)</bold> The spatiotemporal expression profile of <italic>ZmSec23a.</italic> <bold>(C)</bold> Gene expression analysis of <italic>ZmSec23a</italic> in high oil lines and regular materials. Statistical differences between regular materials and high oil lines were calculated by a two-tailed Student&#x2019;s <italic>t</italic>-test (<italic>p</italic> &#x003C; 0.05). For the box, the central line indicates the median, and the box bounds mean the 25th and 75th percentiles. <bold>(D)</bold> Haplotype analysis of <italic>ZmSec23a</italic> among teosintes (20), landraces (22), improved lines (403), and high oil lines (23). Yellow colors denote the selected alleles of the <italic>ZmSec23a</italic> gene in maize improved high oil germplasms. <bold>(E)</bold> Genetic relatedness of <italic>ZmSec23a</italic> haplotypes based on the median-joining network constructed using PopART version 1.7. Each haplotype is represented by a circle, with its size proportional to the number of maize lines within it. Light green, teosintes; magenta, landraces; dark green, improved and regular cultivars; yellow, high oil materials.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g006.tif"/>
</fig>
<p>To gain deeper insights into the evolution of <italic>ZmSec23a</italic>, we then performed haplotype analysis with 468 selected teosintes (20), landraces (22), improved regular lines (403), and high oil lines (23) and identified 24 different haplotypes in its coding region. Among these haplotypes, Hap_20 and Hap_22 are enriched with high oil lines (<xref ref-type="fig" rid="F6">Figure 6D</xref>), with 18 out of 22 being high oil lines. These two haplotypes not only carry the lead SNP (chr8: 38521846; G/T allele) detected by a previous genome association study (<xref ref-type="bibr" rid="B32">Li et al., 2013</xref>) but also carry the G/A, C/T, and T/C variants. Interestingly, these variants were also found in Hap_4, which mainly consists of teosintes and landraces, but not modern cultivars (<xref ref-type="fig" rid="F6">Figure 6D</xref>). However, the haplotype network analysis failed to detect the close relationship between Hap_4 and Hap_20/22 (<xref ref-type="fig" rid="F6">Figure 6E</xref>). Moreover, several alleles (Chr8: 38526804, T/C; Chr8: 38526831, G/A; Chr8:38528117, T/C; and Chr8: 38530903, C/T) within the gene region of <italic>ZmSec23a</italic> have different degrees of linkage disequilibrium with the lead SNP (G/T allele) from domestication to improvement, or from regular inbred lines to high oil materials (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 20</xref>), indicating that these alleles of <italic>Zmsec23a</italic> could also be associated with high oil content.</p>
</sec>
<sec id="S3.SS7">
<title><italic>ZmVPS37A</italic> Is a Domestication Gene Involved in Pathogen Defense</title>
<p>Another noticeable selected gene is <italic>ZmVPS37A</italic>. As a component of ESCRT machinery, <italic>Arabidopsis</italic> VPS37-1 is required for the endocytosis of plant immune receptor FLS2 after flagellin elicitation and for flg22-triggered stomatal closure to prevent bacterial entrance (<xref ref-type="bibr" rid="B46">Spallek et al., 2013</xref>). Moreover, <italic>ZmVPS37A</italic> is significantly associated with variation in Rp1-D21-induced HR (<xref ref-type="bibr" rid="B40">Olukolu et al., 2014</xref>). In this study, we found that the genetic diversity of <italic>ZmVPS37A</italic> in landrace was significantly lower than that in teosinte (<italic>Fst</italic> = 0.589, &#x03C0; landrace/&#x03C0; teosinte = 2.154, <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F7">7A</xref> and <xref ref-type="table" rid="T1">Table 1</xref>), indicating that it is a domestication gene. To understand why <italic>ZmVPS37A</italic> is selected, we infected the stem tissues of teosinte (W71-2), landrace (303WX), and B73 seedlings with <italic>F. graminearum</italic>. As shown in <xref ref-type="fig" rid="F7">Figure 7B</xref>, teosinte exhibited better resistance than 303WX and B73, while B73 displayed obvious lesions and severe stalk rot symptoms. qRT-PCR analysis revealed that the transcript level of <italic>ZmVPS37A</italic> in teosinte and 303WX was about 1.54-fold compared to B73 control after <italic>F. graminearum</italic> infection (<xref ref-type="fig" rid="F7">Figure 7C</xref>). Analysis of the <italic>cis</italic>-regulatory elements in the promoter regions of <italic>ZmVPS37A</italic> further identified more stress-related elements in teosinte than in B73 (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 21</xref>). These observations suggest that <italic>ZmVPS37A</italic>, like its <italic>Arabidopsis</italic> homolog, is critical for pathogen defense and likely lost its defense function during domestication as a trade-off between plant growth and defense.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption><p><italic>ZmVPS37A</italic> is a domestication gene involved in pathogen defense. <bold>(A)</bold> <italic>Fst</italic> (upper) and &#x03C0; (lower) values in teosinte and landrace across the 0.18-Mb genomic region surrounding the <italic>ZmVPS37A</italic> gene, which is indicated by the purple bar. <bold>(B)</bold> The stalk phenotypes of teosinte, 303WX, and B73 seedlings 7 days after inoculation by <italic>Fusarium graminearum</italic> PH-1. <bold>(C)</bold> Gene expression analysis of <italic>ZmVPS37A</italic> responding to <italic>F. graminearum</italic> PH-1 48 h after infection. Values are mean &#x00B1; s.d. Significant differences are shown by different letters (<italic>p</italic> &#x003C; 0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-883961-g007.tif"/>
</fig>
</sec>
</sec>
<sec id="S4" sec-type="discussion">
<title>Discussion</title>
<p>As a fundamental cellular process, membrane trafficking in eukaryotic cells is sophisticatedly regulated in response to developmental signals and environmental cues. Previous research has reported that a set of SNARE genes, including <italic>PEN1 (SYP121)</italic>, <italic>VAMP721/722</italic>, and <italic>SNAP33/34</italic>, comprise a conserved regulon together with other &#x223C;50 genes and function as a module in plant innate immunity (<xref ref-type="bibr" rid="B23">Humphry et al., 2010</xref>). Moreover, studies on plant autophagy have also revealed the coordinated expression pattern of <italic>ATG</italic> genes, as numerous <italic>ATG</italic> genes are upregulated in senescing tissues, seeds, and under nutrient-limiting conditions (<xref ref-type="bibr" rid="B31">Li et al., 2015</xref>; <xref ref-type="bibr" rid="B37">Marshall and Vierstra, 2018</xref>). Here, our in-depth RNA-seq analysis showed that genes encoding the same SNARE protein complex have similar expression patterns, implying that some regulons might exist to coordinate their expressions (<xref ref-type="fig" rid="F2">Figure 2</xref>). Our RNA-seq analysis also revealed the tissue specificities of SNARE complexes, indicating the subfunctionalization of expression patterns, and possibly functions too. For example, PM-localized SYP12 syntaxins assemble with other SNAREs, including TGN-localized VAMP72 and SNAP3, into a SNARE complex to mediate the vesicle fusion at the PM. The genes encoding the components of such a SNARE complex could be classified into four groups based on their expression patterns. However, one group (ZmVAMP722/726, ZmNPSN13/14, ZmSYP41, and ZmTYN12) appears to have a constitutive expression pattern, and others show strong root, endosperm, or pollen specificities. During pollen development and pollen tube growth, endomembrane trafficking is one of the essential processes to sustain the growth-promoting membrane dynamics during the reproductive process. ZmVAMP712/728/729, ZmSYP123/125, and ZmSNAP33 compose a pollen-specific group, implying their roles in pollen development. Clearly, the identification of the transcription factors that regulate SNARE genes is required for a full appreciation of the importance of their contributions to plant growth.</p>
<p>Our transcriptomic analysis also revealed that the transcript levels of 114 and 34 membrane-trafficking genes are upregulated in early and late endosperm tissues, respectively (<xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>, modules turquoise and yellow, respectively). During seed maturation, the endosperm undergoes three major changes: coenocyte, cellularization, and differentiation (<xref ref-type="bibr" rid="B11">Dai et al., 2021</xref>). The involvement of the endomembrane system during endosperm cellularization has been revealed recently by a high temporal-resolution RNA-seq analysis, which shows that multiple membrane-trafficking genes are upregulated at the cellularization stage (<xref ref-type="bibr" rid="B55">Yi et al., 2019</xref>). Our study also showed that the genes encoding multiple COPII components, Rab GTPases, and one SNARE are grouped together with those involved in protein assembly and biogenesis by GO enrichment analysis (<xref ref-type="fig" rid="F3">Figure 3</xref>), indicating that these membrane-trafficking components might be essential for protein transport for the cellularization of the endosperm.</p>
<p>The ESCRT is conserved machinery responsible for the formation of intraluminal vesicles (ILVs) to degrade the monoubiquitinated membrane proteins (<xref ref-type="bibr" rid="B16">Gao et al., 2017</xref>). Previous studies with rice <italic>OsVPS22</italic> and maize <italic>ZmSAL1</italic> have demonstrated that ESCRT components are essential for seed development (<xref ref-type="bibr" rid="B45">Shen et al., 2003</xref>; <xref ref-type="bibr" rid="B58">Zhang et al., 2013</xref>). Recent research in barely endosperm has shown that the transcript abundance of three ESCRT genes, namely, <italic>HvTOL1</italic>, <italic>HvTOL2</italic>, and <italic>HvTOL8</italic>, is upregulated in endosperm upon pollination, suggesting their potential roles in vacuolar transport of cargo during early endosperm development (<xref ref-type="bibr" rid="B44">Roustan et al., 2020</xref>). In maize, <italic>ZmSKD1</italic> is significantly upregulated under salt and drought conditions as well as in immature seeds (<xref ref-type="bibr" rid="B54">Xia et al., 2013</xref>). In this study, our WGCNA analysis revealed that several ESCRT components are involved in the response to abiotic stress (<xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 19</xref>). For example, <italic>TOL7</italic> (ESCRT-0 component) and <italic>ISTL6</italic> (SKD1 complex) were found to be upregulated upon fungi infection and were strongly correlated with defense genes and other metabolic processes involved in SA biosynthesis and jasmonic acid signaling pathways (<xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 19</xref>), further confirming the important role of ESCRT machinery in maize development and growth.</p>
<p>Many components of the membrane-trafficking system with similar or divergent functions are the consequences of gene duplication, expansion, and neofunctionalization. The proven functionally important differences in the membrane-trafficking system are often accompanied by the emergence of new paralogs of trafficking protein families and/or gene neofunctionalization (<xref ref-type="bibr" rid="B39">More et al., 2020</xref>). Therefore, exploring the diversity and the selection of membrane-trafficking genes during maize domestication and improvement was chosen as the subject of this study. The previous genomic analysis of maize genetic diversity has identified the number of genes with strong selection signals during maize evolution from teosinte to modern cultivar by resequencing 73 maize accession genomes (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>). Among these genes, a total of 15 and 16 vesicle components are found in domestication and improvement regions, respectively (<xref ref-type="bibr" rid="B22">Hufford et al., 2012</xref>). In this study, comparative genomic analysis of teosintes, landraces, and cultivators was conducted renewedly to identify artificially selected vesicle components based on genetic variation diversity. Interestingly, we obtained additional 25 and 14 membrane-trafficking genes, which were located in domestication and improvement regions, respectively (<xref ref-type="fig" rid="F3">Figure 3</xref>). In the maize genome, nine copies of <italic>ZmSec23</italic> were present, and they displayed different spatiotemporal expression patterns, indicating their diverse functions (<xref ref-type="supplementary-material" rid="DS2">Supplementary Figure 12</xref>). One of them, <italic>ZmSec23a</italic>, was identified as an improvement gene critical for oil production during seed development (<xref ref-type="fig" rid="F6">Figure 6</xref>). Interestingly, the functional diversity of <italic>Sec23</italic> paralogs has been reported previously in <italic>Arabidopsis</italic> by <xref ref-type="bibr" rid="B9">Chung et al. (2016)</xref>. AtSec23a, the homolog of ZmSec23a, was found to interact specifically with AtSar1a and be upregulated under ER stress (<xref ref-type="bibr" rid="B57">Zeng et al., 2015</xref>; <xref ref-type="bibr" rid="B9">Chung et al., 2016</xref>). A unique amino acid, Cys484, in AtSec23a required for the interaction with AtSar1a was found to be conserved in ZmSec23a (Cys470) (data not shown). Therefore, whether any maize Sar1 isoform interacts with ZmSec23a to participate in seed development will be an interesting avenue for future research.</p>
<p>Among the selected genes, seven are for the autophagy pathway, of which four of them have been already identified by QTL mapping or associated studies (<xref ref-type="supplementary-material" rid="TS4">Supplementary Table 4</xref>). For example, <italic>ZmATG7</italic> was found within selected improvement regions in our study and has also been identified as one of the targeted genomic regions during modern maize breeding in a genome-wide association study with 350 inbred lines (<xref ref-type="bibr" rid="B52">Wang et al., 2020a</xref>). A non-synonymous variant (Chr8_142693004, G-A, and S662L) in <italic>ZmATG7</italic> shows significant changes in allele frequency across the breeding eras of modern maize, suggesting <italic>ZmATG7</italic> is a particularly interesting candidate for the selection for biotic resistance. Moreover, <italic>ZmATG18e</italic> (<italic>Zm00001d042215</italic>) has been identified as a novel locus for leaf senescence regulation, with lower <italic>ZmATG18e</italic> expression significantly delaying leaf senescence (<xref ref-type="bibr" rid="B13">Feng et al., 2021</xref>). All these studies suggested the important role(s) of autophagy in maize development and stress resistance.</p>
</sec>
<sec id="S5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: The data used for WGCNA analysis were derived from the GEO and NCBI database. The RNA-seq data of maize B73 different tissues/stages have been reported previously (<xref ref-type="bibr" rid="B48">Stelpflug et al., 2016</xref>) and were deposited in SAR (accession numbers <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA171684">PRJNA171684</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="SRP010680">SRP010680</ext-link>). The Illumina HiSeq data of Gibberella ear rot disease caused by <italic>Fusarium graminearum</italic> have been deposited in GEO (GSE92448) and SAR (accession numbers <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="PRJNA357594">PRJNA357594</ext-link> and <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="SRP095179">SRP095179</ext-link>) (<xref ref-type="bibr" rid="B27">Kebede et al., 2018</xref>).</p>
</sec>
<sec id="S6">
<title>Author Contributions</title>
<p>FL designed the research. CZ and YY conducted the experiments. CZ, YY, GD, and HL performed the data analysis. FL and CZ wrote the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="conf1" 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="pudiscl1" 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>
<sec id="S7" sec-type="funding-information">
<title>Funding</title>
<p>This study was supported by the National Natural Science Foundation of China (grants 31970307 and 31770356) and Natural Science Foundation of Guangdong Province (grant 2021A1515011036) to FL.</p>
</sec>
<ack><p>We thank all the members of the Li laboratory for helpful discussions and manuscript preparation, Jun Huang for the teosinte seeds, and Rui Xia for providing access to the server to conduct a series of computations.</p>
</ack>
<sec id="S9" 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/fpls.2022.883961/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.883961/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.XLSX" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Data_Sheet_2.pdf" id="DS2" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_1.XLSX" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_2.XLSX" id="TS2" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_3.XLSX" id="TS3" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
<supplementary-material xlink:href="Table_4.XLSX" id="TS4" mimetype="application/vnd.openxmlformats-officedocument.spreadsheetml.sheet" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Barrett</surname> <given-names>J. C.</given-names></name> <name><surname>Fry</surname> <given-names>B.</given-names></name> <name><surname>Maller</surname> <given-names>J.</given-names></name> <name><surname>Daly</surname> <given-names>M. J.</given-names></name></person-group> (<year>2005</year>). <article-title>Haploview: analysis and visualization of LD and haplotype maps.</article-title> <source><italic>Bioinformatics</italic></source> <volume>21</volume> <fpage>263</fpage>&#x2013;<lpage>265</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/bth457</pub-id> <pub-id pub-id-type="pmid">15297300</pub-id></citation></ref>
<ref id="B2"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bassham</surname> <given-names>D. C.</given-names></name> <name><surname>Brandizzi</surname> <given-names>F.</given-names></name> <name><surname>Otegui</surname> <given-names>M. S.</given-names></name> <name><surname>Sanderfoot</surname> <given-names>A. A.</given-names></name></person-group> (<year>2008</year>). <article-title>The secretory system of <italic>Arabidopsis</italic>.</article-title> <source><italic>Arabidopsis Book</italic></source> <volume>6</volume>:<issue>e0116</issue>. <pub-id pub-id-type="doi">10.1199/tab.0116</pub-id> <pub-id pub-id-type="pmid">22303241</pub-id></citation></ref>
<ref id="B3"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhandari</surname> <given-names>D. D.</given-names></name> <name><surname>Brandizzi</surname> <given-names>F.</given-names></name></person-group> (<year>2020</year>). <article-title>Plant endomembranes and cytoskeleton: moving targets in immunity.</article-title> <source><italic>Curr. Opin. Plant Biol.</italic></source> <volume>58</volume> <fpage>8</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1016/j.pbi.2020.09.003</pub-id> <pub-id pub-id-type="pmid">33099211</pub-id></citation></ref>
<ref id="B4"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bradbury</surname> <given-names>P. J.</given-names></name> <name><surname>Zhang</surname> <given-names>Z.</given-names></name> <name><surname>Kroon</surname> <given-names>D. E.</given-names></name> <name><surname>Casstevens</surname> <given-names>T. M.</given-names></name> <name><surname>Ramdoss</surname> <given-names>Y.</given-names></name> <name><surname>Buckler</surname> <given-names>E. S.</given-names></name></person-group> (<year>2007</year>). <article-title>TASSEL: software for association mapping of complex traits in diverse samples.</article-title> <source><italic>Bioinformatics</italic></source> <volume>23</volume> <fpage>2633</fpage>&#x2013;<lpage>2635</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btm308</pub-id> <pub-id pub-id-type="pmid">17586829</pub-id></citation></ref>
<ref id="B5"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bukowski</surname> <given-names>R.</given-names></name> <name><surname>Guo</surname> <given-names>X.</given-names></name> <name><surname>Lu</surname> <given-names>Y.</given-names></name> <name><surname>Zou</surname> <given-names>C.</given-names></name> <name><surname>He</surname> <given-names>B.</given-names></name> <name><surname>Rong</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Construction of the third-generation <italic>Zea mays</italic> haplotype map.</article-title> <source><italic>Gigascience</italic></source> <volume>7</volume> <fpage>1</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1093/gigascience/gix134</pub-id> <pub-id pub-id-type="pmid">29300887</pub-id></citation></ref>
<ref id="B6"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>L.</given-names></name> <name><surname>Li</surname> <given-names>Y. X.</given-names></name> <name><surname>Li</surname> <given-names>C. H.</given-names></name> <name><surname>Shi</surname> <given-names>Y. S.</given-names></name> <name><surname>Song</surname> <given-names>Y. C.</given-names></name> <name><surname>Zhang</surname> <given-names>D. F.</given-names></name><etal/></person-group> (<year>2020b</year>). <article-title>The retromer protein ZmVPS29 regulates maize kernel morphology likely through an auxin-dependent process(es).</article-title> <source><italic>Plant Biotechnol. J.</italic></source> <volume>18</volume> <fpage>1004</fpage>&#x2013;<lpage>1014</lpage>. <pub-id pub-id-type="doi">10.1111/pbi.13267</pub-id> <pub-id pub-id-type="pmid">31553822</pub-id></citation></ref>
<ref id="B7"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>C. J.</given-names></name> <name><surname>Chen</surname> <given-names>H.</given-names></name> <name><surname>Zhang</surname> <given-names>Y.</given-names></name> <name><surname>Thomas</surname> <given-names>H. R.</given-names></name> <name><surname>Frank</surname> <given-names>M. H.</given-names></name> <name><surname>He</surname> <given-names>Y. H.</given-names></name><etal/></person-group> (<year>2020a</year>). <article-title>TBtools: an integrative toolkit developed for interactive analyses of big biological data.</article-title> <source><italic>Mol. Plant</italic></source> <volume>13</volume> <fpage>1194</fpage>&#x2013;<lpage>1202</lpage>. <pub-id pub-id-type="doi">10.1016/j.molp.2020.06.009</pub-id> <pub-id pub-id-type="pmid">32585190</pub-id></citation></ref>
<ref id="B8"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chung</surname> <given-names>K. B.</given-names></name> <name><surname>Zeng</surname> <given-names>Y. L.</given-names></name> <name><surname>Li</surname> <given-names>Y. M.</given-names></name> <name><surname>Ji</surname> <given-names>C. Y.</given-names></name> <name><surname>Xia</surname> <given-names>Y. J.</given-names></name> <name><surname>Jiang</surname> <given-names>L. W.</given-names></name></person-group> (<year>2018</year>). <article-title>Signal motif-dependent ER export of the Qc-SNARE BET12 interacts with MEMB12 and affects PR1 trafficking in <italic>Arabidopsis</italic>.</article-title> <source><italic>J. Cell Sci</italic>.</source> <volume>131</volume>:<issue>jcs202838</issue>. <pub-id pub-id-type="doi">10.1242/jcs.202838</pub-id> <pub-id pub-id-type="pmid">28546447</pub-id></citation></ref>
<ref id="B9"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chung</surname> <given-names>K. P.</given-names></name> <name><surname>Zeng</surname> <given-names>Y. L.</given-names></name> <name><surname>Jiang</surname> <given-names>L. W.</given-names></name></person-group> (<year>2016</year>). <article-title>COPII paralogs in plants: functional redundancy or diversity?</article-title> <source><italic>Trends Plant Sci.</italic></source> <volume>21</volume> <fpage>758</fpage>&#x2013;<lpage>769</lpage>. <pub-id pub-id-type="doi">10.1016/j.tplants.2016.05.010</pub-id> <pub-id pub-id-type="pmid">27317568</pub-id></citation></ref>
<ref id="B10"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Collins</surname> <given-names>N. C.</given-names></name> <name><surname>Thordal-Christensen</surname> <given-names>H.</given-names></name> <name><surname>Lipka</surname> <given-names>V.</given-names></name> <name><surname>Bau</surname> <given-names>S.</given-names></name> <name><surname>Kombrink</surname> <given-names>E.</given-names></name> <name><surname>Qiu</surname> <given-names>J. L.</given-names></name><etal/></person-group> (<year>2003</year>). <article-title>SNARE-protein-mediated disease resistance at the plant cell wall.</article-title> <source><italic>Nature</italic></source> <volume>425</volume> <fpage>973</fpage>&#x2013;<lpage>977</lpage>. <pub-id pub-id-type="doi">10.1038/nature02076</pub-id> <pub-id pub-id-type="pmid">14586469</pub-id></citation></ref>
<ref id="B11"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dai</surname> <given-names>D. W.</given-names></name> <name><surname>Ma</surname> <given-names>Z. Y.</given-names></name> <name><surname>Song</surname> <given-names>R. T.</given-names></name></person-group> (<year>2021</year>). <article-title>Maize endosperm development.</article-title> <source><italic>J. Integr. Plant Biol.</italic></source> <volume>63</volume> <fpage>613</fpage>&#x2013;<lpage>627</lpage>. <pub-id pub-id-type="doi">10.1111/jipb.13069</pub-id> <pub-id pub-id-type="pmid">33448626</pub-id></citation></ref>
<ref id="B12"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Danecek</surname> <given-names>P.</given-names></name> <name><surname>Auton</surname> <given-names>A.</given-names></name> <name><surname>Abecasis</surname> <given-names>G.</given-names></name> <name><surname>Albers</surname> <given-names>C. A.</given-names></name> <name><surname>Banks</surname> <given-names>E.</given-names></name> <name><surname>DePristo</surname> <given-names>M. A.</given-names></name><etal/></person-group> (<year>2011</year>). <article-title>The variant call format and VCFtools.</article-title> <source><italic>Bioinformatics</italic></source> <volume>27</volume> <fpage>2156</fpage>&#x2013;<lpage>2158</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btr330</pub-id> <pub-id pub-id-type="pmid">21653522</pub-id></citation></ref>
<ref id="B13"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Feng</surname> <given-names>X.</given-names></name> <name><surname>Liu</surname> <given-names>L. L.</given-names></name> <name><surname>Li</surname> <given-names>Z. G.</given-names></name> <name><surname>Sun</surname> <given-names>F.</given-names></name> <name><surname>Wu</surname> <given-names>X. Y.</given-names></name> <name><surname>Hao</surname> <given-names>D. Y.</given-names></name><etal/></person-group> (<year>2021</year>). <article-title>Potential interaction between autophagy and auxin during maize leaf senescence.</article-title> <source><italic>J. Exp. Bot.</italic></source> <volume>72</volume> <fpage>3554</fpage>&#x2013;<lpage>3568</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/erab094</pub-id> <pub-id pub-id-type="pmid">33684202</pub-id></citation></ref>
<ref id="B14"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Fu</surname> <given-names>J. J.</given-names></name> <name><surname>Cheng</surname> <given-names>Y. B.</given-names></name> <name><surname>Linghu</surname> <given-names>J. J.</given-names></name> <name><surname>Yang</surname> <given-names>X. H.</given-names></name> <name><surname>Kang</surname> <given-names>L. K.</given-names></name> <name><surname>Zhang</surname> <given-names>Z. X.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>RNA sequencing reveals the complex regulatory network in the maize kernel.</article-title> <source><italic>Nat. Commun.</italic></source> <volume>4</volume>:<issue>2832</issue>. <pub-id pub-id-type="doi">10.1038/ncomms3832</pub-id> <pub-id pub-id-type="pmid">24343161</pub-id></citation></ref>
<ref id="B15"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gamir</surname> <given-names>J.</given-names></name> <name><surname>Pastor</surname> <given-names>V.</given-names></name> <name><surname>Sanchez-Bel</surname> <given-names>P.</given-names></name> <name><surname>Agut</surname> <given-names>B.</given-names></name> <name><surname>Mateu</surname> <given-names>D.</given-names></name> <name><surname>Garcia-Andrade</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Starch degradation, abscisic acid and vesicular trafficking are important elements in callose priming by indole-3-carboxylic acid in response to <italic>Plectosphaerella cucumerina</italic> infection.</article-title> <source><italic>Plant J.</italic></source> <volume>96</volume> <fpage>518</fpage>&#x2013;<lpage>531</lpage>. <pub-id pub-id-type="doi">10.1111/tpj.14045</pub-id> <pub-id pub-id-type="pmid">30051514</pub-id></citation></ref>
<ref id="B16"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gao</surname> <given-names>C. J.</given-names></name> <name><surname>Zhuang</surname> <given-names>X.</given-names></name> <name><surname>Shen</surname> <given-names>J. B.</given-names></name> <name><surname>Jiang</surname> <given-names>L. W.</given-names></name></person-group> (<year>2017</year>). <article-title>Plant ESCRT Complexes: moving beyond endosomal sorting.</article-title> <source><italic>Trends Plant Sci.</italic></source> <volume>22</volume> <fpage>986</fpage>&#x2013;<lpage>998</lpage>. <pub-id pub-id-type="doi">10.1016/j.tplants.2017.08.003</pub-id> <pub-id pub-id-type="pmid">28867368</pub-id></citation></ref>
<ref id="B17"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gu</surname> <given-names>Y. N.</given-names></name> <name><surname>Zavaliev</surname> <given-names>R.</given-names></name> <name><surname>Dong</surname> <given-names>X. N.</given-names></name></person-group> (<year>2017</year>). <article-title>Membrane trafficking in plant immunity.</article-title> <source><italic>Mol. Plant</italic></source> <volume>10</volume> <fpage>1026</fpage>&#x2013;<lpage>1034</lpage>. <pub-id pub-id-type="doi">10.1016/j.molp.2017.07.001</pub-id> <pub-id pub-id-type="pmid">28698057</pub-id></citation></ref>
<ref id="B18"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>M.</given-names></name> <name><surname>Lan</surname> <given-names>M.</given-names></name> <name><surname>Zhang</surname> <given-names>B. C.</given-names></name> <name><surname>Zhou</surname> <given-names>Y. Y.</given-names></name> <name><surname>Wang</surname> <given-names>Y. Q.</given-names></name> <name><surname>Zhu</surname> <given-names>L.</given-names></name><etal/></person-group> (<year>2018</year>). <article-title>Rab-H1b is essential for trafficking of cellulose synthase and for hypocotyl growth in <italic>Arabidopsis thaliana</italic>.</article-title> <source><italic>J. Integr. Plant Biol.</italic></source> <volume>60</volume> <fpage>1051</fpage>&#x2013;<lpage>1069</lpage>. <pub-id pub-id-type="doi">10.1111/jipb.12694</pub-id> <pub-id pub-id-type="pmid">29975455</pub-id></citation></ref>
<ref id="B19"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>He</surname> <given-names>W.</given-names></name> <name><surname>Wang</surname> <given-names>L.</given-names></name> <name><surname>Lin</surname> <given-names>Q. L.</given-names></name> <name><surname>Yu</surname> <given-names>F.</given-names></name></person-group> (<year>2021</year>). <article-title>Rice seed storage proteins: biosynthetic pathways and the effects of environmental factors.</article-title> <source><italic>J. Integr. Plant Biol.</italic></source> <volume>63</volume> <fpage>1999</fpage>&#x2013;<lpage>2019</lpage>. <pub-id pub-id-type="doi">10.1111/jipb.13176</pub-id> <pub-id pub-id-type="pmid">34581486</pub-id></citation></ref>
<ref id="B20"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heucken</surname> <given-names>N.</given-names></name> <name><surname>Ivanov</surname> <given-names>R.</given-names></name></person-group> (<year>2018</year>). <article-title>The retromer, sorting nexins and the plant endomembrane protein trafficking.</article-title> <source><italic>J. Cell Sci.</italic></source> <volume>131</volume>:<issue>jcs203695</issue>. <pub-id pub-id-type="doi">10.1242/jcs.203695</pub-id> <pub-id pub-id-type="pmid">29061884</pub-id></citation></ref>
<ref id="B21"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hofius</surname> <given-names>D.</given-names></name> <name><surname>Li</surname> <given-names>L.</given-names></name> <name><surname>Hafren</surname> <given-names>A.</given-names></name> <name><surname>Coll</surname> <given-names>N. S.</given-names></name></person-group> (<year>2017</year>). <article-title>Autophagy as an emerging arena for plant-pathogen interactions.</article-title> <source><italic>Curr. Opin. Plant Biol.</italic></source> <volume>38</volume> <fpage>117</fpage>&#x2013;<lpage>123</lpage>. <pub-id pub-id-type="doi">10.1016/j.pbi.2017.04.017</pub-id> <pub-id pub-id-type="pmid">28545004</pub-id></citation></ref>
<ref id="B22"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hufford</surname> <given-names>M. B.</given-names></name> <name><surname>Xu</surname> <given-names>X.</given-names></name> <name><surname>van Heerwaarden</surname> <given-names>J.</given-names></name> <name><surname>Pyhajarvi</surname> <given-names>T.</given-names></name> <name><surname>Chia</surname> <given-names>J. M.</given-names></name> <name><surname>Cartwright</surname> <given-names>R. A.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Comparative population genomics of maize domestication and improvement.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>44</volume> <fpage>808</fpage>&#x2013;<lpage>811</lpage>. <pub-id pub-id-type="doi">10.1038/ng.2309</pub-id> <pub-id pub-id-type="pmid">22660546</pub-id></citation></ref>
<ref id="B23"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Humphry</surname> <given-names>M.</given-names></name> <name><surname>Bednarek</surname> <given-names>P.</given-names></name> <name><surname>Kemmerling</surname> <given-names>B.</given-names></name> <name><surname>Koh</surname> <given-names>S.</given-names></name> <name><surname>Stein</surname> <given-names>M.</given-names></name> <name><surname>Gobel</surname> <given-names>U.</given-names></name><etal/></person-group> (<year>2010</year>). <article-title>A regulon conserved in monocot and dicot plants defines a functional module in antifungal plant immunity.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>107</volume> <fpage>21896</fpage>&#x2013;<lpage>21901</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1003619107</pub-id> <pub-id pub-id-type="pmid">21098265</pub-id></citation></ref>
<ref id="B24"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Inada</surname> <given-names>N.</given-names></name> <name><surname>Ueda</surname> <given-names>T.</given-names></name></person-group> (<year>2014</year>). <article-title>Membrane trafficking pathways and their roles in plant-microbe interactions.</article-title> <source><italic>Plant Cell Physiol.</italic></source> <volume>55</volume> <fpage>672</fpage>&#x2013;<lpage>686</lpage>. <pub-id pub-id-type="doi">10.1093/pcp/pcu046</pub-id> <pub-id pub-id-type="pmid">24616268</pub-id></citation></ref>
<ref id="B25"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jiao</surname> <given-names>Y.</given-names></name> <name><surname>Zhao</surname> <given-names>H. N.</given-names></name> <name><surname>Ren</surname> <given-names>L. H.</given-names></name> <name><surname>Song</surname> <given-names>W. B.</given-names></name> <name><surname>Zeng</surname> <given-names>B.</given-names></name> <name><surname>Guo</surname> <given-names>J. J.</given-names></name><etal/></person-group> (<year>2012</year>). <article-title>Genome-wide genetic changes during modern breeding of maize.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>44</volume> <fpage>812</fpage>&#x2013;<lpage>815</lpage>. <pub-id pub-id-type="doi">10.1038/ng.2312</pub-id> <pub-id pub-id-type="pmid">22660547</pub-id></citation></ref>
<ref id="B26"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kalde</surname> <given-names>M.</given-names></name> <name><surname>Nuhse</surname> <given-names>T. S.</given-names></name> <name><surname>Findlay</surname> <given-names>K.</given-names></name> <name><surname>Peck</surname> <given-names>S. C.</given-names></name></person-group> (<year>2007</year>). <article-title>The syntaxin SYP132 contributes to plant resistance against bacteria and secretion of pathogenesis-related protein 1.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>104</volume> <fpage>11850</fpage>&#x2013;<lpage>11855</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0701083104</pub-id> <pub-id pub-id-type="pmid">17592123</pub-id></citation></ref>
<ref id="B27"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kebede</surname> <given-names>A. Z.</given-names></name> <name><surname>Johnston</surname> <given-names>A.</given-names></name> <name><surname>Schneiderman</surname> <given-names>D.</given-names></name> <name><surname>Bosnich</surname> <given-names>W.</given-names></name> <name><surname>Harris</surname> <given-names>L. J.</given-names></name></person-group> (<year>2018</year>). <article-title>Transcriptome profiling of two maize inbreds with distinct responses to Gibberella ear rot disease to identify candidate resistance genes.</article-title> <source><italic>BMC Genomics</italic></source> <volume>19</volume>:<issue>131</issue>. <pub-id pub-id-type="doi">10.1186/s12864-018-4513-4</pub-id> <pub-id pub-id-type="pmid">29426290</pub-id></citation></ref>
<ref id="B28"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kwon</surname> <given-names>C.</given-names></name> <name><surname>Neu</surname> <given-names>C.</given-names></name> <name><surname>Pajonk</surname> <given-names>S.</given-names></name> <name><surname>Yun</surname> <given-names>H. S.</given-names></name> <name><surname>Lipka</surname> <given-names>U.</given-names></name> <name><surname>Humphry</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2008</year>). <article-title>Co-option of a default secretory pathway for plant immune responses.</article-title> <source><italic>Nature</italic></source> <volume>451</volume> <fpage>835</fpage>&#x2013;<lpage>840</lpage>. <pub-id pub-id-type="doi">10.1038/nature06545</pub-id> <pub-id pub-id-type="pmid">18273019</pub-id></citation></ref>
<ref id="B29"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Langfelder</surname> <given-names>P.</given-names></name> <name><surname>Horvath</surname> <given-names>S.</given-names></name></person-group> (<year>2008</year>). <article-title>WGCNA: an R package for weighted correlation network analysis.</article-title> <source><italic>BMC Bioinformatics</italic></source> <volume>9</volume>:<issue>559</issue>. <pub-id pub-id-type="doi">10.1186/1471-2105-9-559</pub-id> <pub-id pub-id-type="pmid">19114008</pub-id></citation></ref>
<ref id="B30"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leigh</surname> <given-names>J. W.</given-names></name> <name><surname>Bryant</surname> <given-names>D.</given-names></name></person-group> (<year>2015</year>). <article-title>POPART: full-feature software for haplotype network construction.</article-title> <source><italic>Methods Ecol. Evol.</italic></source> <volume>6</volume> <fpage>1110</fpage>&#x2013;<lpage>1116</lpage>. <pub-id pub-id-type="doi">10.1111/2041-210X.12410</pub-id></citation></ref>
<ref id="B31"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>F. Q.</given-names></name> <name><surname>Chung</surname> <given-names>T.</given-names></name> <name><surname>Pennington</surname> <given-names>J. G.</given-names></name> <name><surname>Federico</surname> <given-names>M. L.</given-names></name> <name><surname>Kaeppler</surname> <given-names>H. F.</given-names></name> <name><surname>Kaeppler</surname> <given-names>S. M.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Autophagic recycling plays a central role in maize nitrogen remobilization.</article-title> <source><italic>Plant Cell</italic></source> <volume>27</volume> <fpage>1389</fpage>&#x2013;<lpage>1408</lpage>. <pub-id pub-id-type="doi">10.1105/tpc.15.00158</pub-id> <pub-id pub-id-type="pmid">25944100</pub-id></citation></ref>
<ref id="B32"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>H.</given-names></name> <name><surname>Peng</surname> <given-names>Z. Y.</given-names></name> <name><surname>Yang</surname> <given-names>X. H.</given-names></name> <name><surname>Wang</surname> <given-names>W. D.</given-names></name> <name><surname>Fu</surname> <given-names>J. J.</given-names></name> <name><surname>Wang</surname> <given-names>J. H.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>Genome-wide association study dissects the genetic architecture of oil biosynthesis in maize kernels.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>45</volume> <fpage>43</fpage>&#x2013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.1038/ng.2484</pub-id> <pub-id pub-id-type="pmid">23242369</pub-id></citation></ref>
<ref id="B33"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Librado</surname> <given-names>P.</given-names></name> <name><surname>Rozas</surname> <given-names>J.</given-names></name></person-group> (<year>2009</year>). <article-title>DnaSP v5: a software for comprehensive analysis of DNA polymorphism data.</article-title> <source><italic>Bioinformatics</italic></source> <volume>25</volume> <fpage>1451</fpage>&#x2013;<lpage>1452</lpage>. <pub-id pub-id-type="doi">10.1093/bioinformatics/btp187</pub-id> <pub-id pub-id-type="pmid">19346325</pub-id></citation></ref>
<ref id="B34"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lin</surname> <given-names>T.</given-names></name> <name><surname>Zhu</surname> <given-names>G. T.</given-names></name> <name><surname>Zhang</surname> <given-names>J.</given-names></name> <name><surname>Xu</surname> <given-names>X. H.</given-names></name> <name><surname>Yu</surname> <given-names>Q. H.</given-names></name> <name><surname>Zheng</surname> <given-names>Z.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>Genomic analyses provide insights into the history of tomato breeding.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>46</volume> <fpage>1220</fpage>&#x2013;<lpage>1226</lpage>. <pub-id pub-id-type="doi">10.1038/ng.3117</pub-id> <pub-id pub-id-type="pmid">25305757</pub-id></citation></ref>
<ref id="B35"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname> <given-names>H. J.</given-names></name> <name><surname>Wang</surname> <given-names>X. Q.</given-names></name> <name><surname>Warburton</surname> <given-names>M. L.</given-names></name> <name><surname>Wen</surname> <given-names>W. W.</given-names></name> <name><surname>Jin</surname> <given-names>M. L.</given-names></name> <name><surname>Deng</surname> <given-names>M.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Genomic, transcriptomic, and phenomic variation reveals the complex adaptation of modern maize breeding.</article-title> <source><italic>Mol. Plant</italic></source> <volume>8</volume> <fpage>871</fpage>&#x2013;<lpage>884</lpage>. <pub-id pub-id-type="doi">10.1016/j.molp.2015.01.016</pub-id> <pub-id pub-id-type="pmid">25620769</pub-id></citation></ref>
<ref id="B36"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lu</surname> <given-names>S. N.</given-names></name> <name><surname>Wang</surname> <given-names>J. Y.</given-names></name> <name><surname>Chitsaz</surname> <given-names>F.</given-names></name> <name><surname>Derbyshire</surname> <given-names>M. K.</given-names></name> <name><surname>Geer</surname> <given-names>R. C.</given-names></name> <name><surname>Gonzales</surname> <given-names>N. R.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>CDD/SPARCLE: the conserved domain database in 2020.</article-title> <source><italic>Nucleic Acids Res.</italic></source> <volume>48</volume> <fpage>D265</fpage>&#x2013;<lpage>D268</lpage>. <pub-id pub-id-type="doi">10.1093/nar/gkz991</pub-id> <pub-id pub-id-type="pmid">31777944</pub-id></citation></ref>
<ref id="B37"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Marshall</surname> <given-names>R. S.</given-names></name> <name><surname>Vierstra</surname> <given-names>R. D.</given-names></name></person-group> (<year>2018</year>). <article-title>Autophagy: the master of bulk and selective recycling.</article-title> <source><italic>Annu. Rev. Plant Biol.</italic></source> <volume>29</volume> <fpage>173</fpage>&#x2013;<lpage>208</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-arplant-042817-040606</pub-id> <pub-id pub-id-type="pmid">29539270</pub-id></citation></ref>
<ref id="B38"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Minamino</surname> <given-names>N.</given-names></name> <name><surname>Ueda</surname> <given-names>T.</given-names></name></person-group> (<year>2019</year>). <article-title>RAB GTPases and their effectors in plant endosomal transport.</article-title> <source><italic>Curr. Opin. Plant Biol.</italic></source> <volume>52</volume> <fpage>61</fpage>&#x2013;<lpage>68</lpage>. <pub-id pub-id-type="doi">10.1016/j.pbi.2019.07.007</pub-id> <pub-id pub-id-type="pmid">31454706</pub-id></citation></ref>
<ref id="B39"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>More</surname> <given-names>K.</given-names></name> <name><surname>Klinger</surname> <given-names>C. M.</given-names></name> <name><surname>Barlow</surname> <given-names>L. D.</given-names></name> <name><surname>Dacks</surname> <given-names>J. B.</given-names></name></person-group> (<year>2020</year>). <article-title>Evolution and natural history of membrane trafficking in eukaryotes.</article-title> <source><italic>Curr. Biol.</italic></source> <volume>30</volume> <fpage>R553</fpage>&#x2013;<lpage>R564</lpage>. <pub-id pub-id-type="doi">10.1016/j.cub.2020.03.068</pub-id> <pub-id pub-id-type="pmid">32428497</pub-id></citation></ref>
<ref id="B40"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Olukolu</surname> <given-names>B. A.</given-names></name> <name><surname>Wang</surname> <given-names>G. F.</given-names></name> <name><surname>Vontimitta</surname> <given-names>V.</given-names></name> <name><surname>Venkata</surname> <given-names>B. P.</given-names></name> <name><surname>Marla</surname> <given-names>S.</given-names></name> <name><surname>Ji</surname> <given-names>J.</given-names></name><etal/></person-group> (<year>2014</year>). <article-title>A genome-wide association study of the maize hypersensitive defense response identifies genes that cluster in related pathways.</article-title> <source><italic>PLoS Genet.</italic></source> <volume>10</volume>:<issue>e1004562</issue>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1004562</pub-id> <pub-id pub-id-type="pmid">25166276</pub-id></citation></ref>
<ref id="B41"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paez Valencia</surname> <given-names>J.</given-names></name> <name><surname>Goodman</surname> <given-names>K.</given-names></name> <name><surname>Otegui</surname> <given-names>M. S.</given-names></name></person-group> (<year>2016</year>). <article-title>Endocytosis and endosomal trafficking in plants.</article-title> <source><italic>Annu. Rev. Plant Biol.</italic></source> <volume>67</volume> <fpage>309</fpage>&#x2013;<lpage>335</lpage>. <pub-id pub-id-type="doi">10.1146/annurev-arplant-043015-112242</pub-id> <pub-id pub-id-type="pmid">27128466</pub-id></citation></ref>
<ref id="B42"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Paul</surname> <given-names>P.</given-names></name> <name><surname>Simm</surname> <given-names>S.</given-names></name> <name><surname>Mirus</surname> <given-names>O.</given-names></name> <name><surname>Scharf</surname> <given-names>K. D.</given-names></name> <name><surname>Fragkostefanakis</surname> <given-names>S.</given-names></name> <name><surname>Schleiff</surname> <given-names>E.</given-names></name></person-group> (<year>2014</year>). <article-title>The complexity of vesicle transport factors in plants examined by orthology search.</article-title> <source><italic>PLoS One</italic></source> <volume>9</volume>:<issue>e97745</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0097745</pub-id> <pub-id pub-id-type="pmid">24844592</pub-id></citation></ref>
<ref id="B43"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rodriguez-Furlan</surname> <given-names>C.</given-names></name> <name><surname>Minina</surname> <given-names>E. A.</given-names></name> <name><surname>Hicks</surname> <given-names>G. R.</given-names></name></person-group> (<year>2019</year>). <article-title>Remove, recycle, degrade: regulating plasma membrane protein accumulation.</article-title> <source><italic>Plant Cell</italic></source> <volume>31</volume> <fpage>2833</fpage>&#x2013;<lpage>2854</lpage>. <pub-id pub-id-type="doi">10.1105/tpc.19.00433</pub-id> <pub-id pub-id-type="pmid">31628169</pub-id></citation></ref>
<ref id="B44"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roustan</surname> <given-names>V.</given-names></name> <name><surname>Hilscher</surname> <given-names>J.</given-names></name> <name><surname>Weidinger</surname> <given-names>M.</given-names></name> <name><surname>Reipert</surname> <given-names>S.</given-names></name> <name><surname>Shabrangy</surname> <given-names>A.</given-names></name> <name><surname>Gebert</surname> <given-names>C.</given-names></name><etal/></person-group> (<year>2020</year>). <article-title>Protein sorting into protein bodies during barley endosperm development is putatively regulated by cytoskeleton members, MVBs and the HvSNF7s.</article-title> <source><italic>Sci. Rep.</italic></source> <volume>10</volume>:<issue>1864</issue>. <pub-id pub-id-type="doi">10.1038/s41598-020-58740-x</pub-id> <pub-id pub-id-type="pmid">32024857</pub-id></citation></ref>
<ref id="B45"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname> <given-names>B.</given-names></name> <name><surname>Li</surname> <given-names>C.</given-names></name> <name><surname>Min</surname> <given-names>Z.</given-names></name> <name><surname>Meeley</surname> <given-names>R. B.</given-names></name> <name><surname>Tarczynski</surname> <given-names>M. C.</given-names></name> <name><surname>Olsen</surname> <given-names>O. A.</given-names></name></person-group> (<year>2003</year>). <article-title><italic>sal1</italic> determines the number of aleurone cell layers in maize endosperm and encodes a class E vacuolar sorting protein.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A.</italic></source> <volume>100</volume> <fpage>6552</fpage>&#x2013;<lpage>6557</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.0732023100</pub-id> <pub-id pub-id-type="pmid">12750475</pub-id></citation></ref>
<ref id="B46"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spallek</surname> <given-names>T.</given-names></name> <name><surname>Beck</surname> <given-names>M.</given-names></name> <name><surname>Ben Khaled</surname> <given-names>S.</given-names></name> <name><surname>Salomon</surname> <given-names>S.</given-names></name> <name><surname>Bourdais</surname> <given-names>G.</given-names></name> <name><surname>Schellmann</surname> <given-names>S.</given-names></name><etal/></person-group> (<year>2013</year>). <article-title>ESCRT-I mediates FLS2 endosomal sorting and plant immunity.</article-title> <source><italic>PLoS Genet.</italic></source> <volume>9</volume>:<issue>e1004035</issue>. <pub-id pub-id-type="doi">10.1371/journal.pgen.1004035</pub-id> <pub-id pub-id-type="pmid">24385929</pub-id></citation></ref>
<ref id="B47"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Speth</surname> <given-names>E. B.</given-names></name> <name><surname>Imboden</surname> <given-names>L.</given-names></name> <name><surname>Hauck</surname> <given-names>P.</given-names></name> <name><surname>He</surname> <given-names>S. Y.</given-names></name></person-group> (<year>2009</year>). <article-title>Subcellular localization and functional analysis of the <italic>Arabidopsis</italic> GTPase RabE.</article-title> <source><italic>Plant Physiol.</italic></source> <volume>149</volume> <fpage>1824</fpage>&#x2013;<lpage>1837</lpage>. <pub-id pub-id-type="doi">10.1104/pp.108.132092</pub-id> <pub-id pub-id-type="pmid">19233904</pub-id></citation></ref>
<ref id="B48"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Stelpflug</surname> <given-names>S. C.</given-names></name> <name><surname>Sekhon</surname> <given-names>R. S.</given-names></name> <name><surname>Vaillancourt</surname> <given-names>B.</given-names></name> <name><surname>Hirsch</surname> <given-names>C. N.</given-names></name> <name><surname>Buell</surname> <given-names>C. R.</given-names></name> <name><surname>de Leon</surname> <given-names>N.</given-names></name><etal/></person-group> (<year>2016</year>). <article-title>An expanded maize gene expression atlas based on RNA sequencing and its use to explore root development.</article-title> <source><italic>Plant Genome</italic></source> <volume>9</volume> <fpage>1</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.3835/plantgenome2015.04.0025</pub-id> <pub-id pub-id-type="pmid">27898762</pub-id></citation></ref>
<ref id="B49"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Surpin</surname> <given-names>M.</given-names></name> <name><surname>Raikhel</surname> <given-names>N.</given-names></name></person-group> (<year>2004</year>). <article-title>Traffic jams affect plant development and signal transduction.</article-title> <source><italic>Nat. Rev. Mol. Cell Biol.</italic></source> <volume>5</volume> <fpage>100</fpage>&#x2013;<lpage>109</lpage>. <pub-id pub-id-type="doi">10.1038/nrm1311</pub-id> <pub-id pub-id-type="pmid">15040443</pub-id></citation></ref>
<ref id="B50"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Takacs</surname> <given-names>E. M.</given-names></name> <name><surname>Suzuki</surname> <given-names>M.</given-names></name> <name><surname>Scanlon</surname> <given-names>M. J.</given-names></name></person-group> (<year>2012</year>). <article-title>Discolored1 (DSC1) is an ADP-ribosylation factor-GTPase activating protein required to maintain differentiation of maize kernel structures.</article-title> <source><italic>Front. Plant Sci.</italic></source> <volume>3</volume>:<issue>115</issue>. <pub-id pub-id-type="doi">10.3389/fpls.2012.00115</pub-id> <pub-id pub-id-type="pmid">22666226</pub-id></citation></ref>
<ref id="B51"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tian</surname> <given-names>T.</given-names></name> <name><surname>You</surname> <given-names>Q.</given-names></name> <name><surname>Yan</surname> <given-names>H. Y.</given-names></name> <name><surname>Xu</surname> <given-names>W. Y.</given-names></name> <name><surname>Su</surname> <given-names>Z.</given-names></name></person-group> (<year>2018</year>). <article-title>MCENet: a database for maize conditional co-expression network and network characterization collaborated with multi-dimensional omics levels.</article-title> <source><italic>J. Genet. Genomics</italic></source> <volume>45</volume> <fpage>351</fpage>&#x2013;<lpage>360</lpage>. <pub-id pub-id-type="doi">10.1016/j.jgg.2018.05.007</pub-id> <pub-id pub-id-type="pmid">30057343</pub-id></citation></ref>
<ref id="B52"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>B. B.</given-names></name> <name><surname>Lin</surname> <given-names>Z. C.</given-names></name> <name><surname>Li</surname> <given-names>X.</given-names></name> <name><surname>Zhao</surname> <given-names>Y. P.</given-names></name> <name><surname>Zhao</surname> <given-names>B. B.</given-names></name> <name><surname>Wu</surname> <given-names>G. X.</given-names></name><etal/></person-group> (<year>2020a</year>). <article-title>Genome-wide selection and genetic improvement during modern maize breeding.</article-title> <source><italic>Nat. Genet.</italic></source> <volume>52</volume> <fpage>565</fpage>&#x2013;<lpage>571</lpage>. <pub-id pub-id-type="doi">10.1038/s41588-020-0616-3</pub-id> <pub-id pub-id-type="pmid">32341525</pub-id></citation></ref>
<ref id="B53"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>X. F.</given-names></name> <name><surname>Xu</surname> <given-names>M.</given-names></name> <name><surname>Gao</surname> <given-names>C. J.</given-names></name> <name><surname>Zeng</surname> <given-names>Y. L.</given-names></name> <name><surname>Cui</surname> <given-names>Y.</given-names></name> <name><surname>Shen</surname> <given-names>W. J.</given-names></name><etal/></person-group> (<year>2020b</year>). <article-title>The roles of endomembrane trafficking in plant abiotic stress responses.</article-title> <source><italic>J. Integr. Plant Biol.</italic></source> <volume>62</volume> <fpage>55</fpage>&#x2013;<lpage>69</lpage>. <pub-id pub-id-type="doi">10.1111/jipb.12895</pub-id> <pub-id pub-id-type="pmid">31829507</pub-id></citation></ref>
<ref id="B54"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xia</surname> <given-names>Z. L.</given-names></name> <name><surname>Wei</surname> <given-names>Y. Y.</given-names></name> <name><surname>Sun</surname> <given-names>K. L.</given-names></name> <name><surname>Wu</surname> <given-names>J. Y.</given-names></name> <name><surname>Wang</surname> <given-names>Y. X.</given-names></name> <name><surname>Wu</surname> <given-names>K.</given-names></name></person-group> (<year>2013</year>). <article-title>The maize AAA-type protein SKD1 confers enhanced salt and drought stress tolerance in transgenic tobacco by interacting with Lyst-interacting protein 5.</article-title> <source><italic>PLoS One</italic></source> <volume>8</volume>:<issue>e69787</issue>. <pub-id pub-id-type="doi">10.1371/journal.pone.0069787</pub-id> <pub-id pub-id-type="pmid">23894539</pub-id></citation></ref>
<ref id="B55"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yi</surname> <given-names>F.</given-names></name> <name><surname>Gu</surname> <given-names>W.</given-names></name> <name><surname>Chen</surname> <given-names>J.</given-names></name> <name><surname>Song</surname> <given-names>N.</given-names></name> <name><surname>Gao</surname> <given-names>X.</given-names></name> <name><surname>Zhang</surname> <given-names>X. B.</given-names></name><etal/></person-group> (<year>2019</year>). <article-title>High temporal-resolution transcriptome landscape of early maize seed development.</article-title> <source><italic>Plant Cell</italic></source> <volume>31</volume> <fpage>974</fpage>&#x2013;<lpage>992</lpage>. <pub-id pub-id-type="doi">10.1105/tpc.18.00961</pub-id> <pub-id pub-id-type="pmid">30914497</pub-id></citation></ref>
<ref id="B56"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname> <given-names>G. C.</given-names></name> <name><surname>Wang</surname> <given-names>L. G.</given-names></name> <name><surname>Han</surname> <given-names>Y. Y.</given-names></name> <name><surname>He</surname> <given-names>Q. Y.</given-names></name></person-group> (<year>2012</year>). <article-title>clusterProfiler: an R package for comparing biological themes among gene clusters.</article-title> <source><italic>OMICS</italic></source> <volume>16</volume> <fpage>284</fpage>&#x2013;<lpage>287</lpage>. <pub-id pub-id-type="doi">10.1089/omi.2011.0118</pub-id> <pub-id pub-id-type="pmid">22455463</pub-id></citation></ref>
<ref id="B57"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zeng</surname> <given-names>Y. L.</given-names></name> <name><surname>Chung</surname> <given-names>K. B.</given-names></name> <name><surname>Li</surname> <given-names>B. Y.</given-names></name> <name><surname>Lai</surname> <given-names>C. M.</given-names></name> <name><surname>Lam</surname> <given-names>S. K.</given-names></name> <name><surname>Wang</surname> <given-names>X. F.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Unique COPII component AtSar1a/AtSec23a pair is required for the distinct function of protein ER export in <italic>Arabidopsis thaliana</italic>.</article-title> <source><italic>Proc. Natl. Acad. Sci. U. S. A</italic>.</source> <volume>112</volume> <fpage>14360</fpage>&#x2013;<lpage>14365</lpage>. <pub-id pub-id-type="doi">10.1073/pnas.1519333112</pub-id> <pub-id pub-id-type="pmid">26578783</pub-id></citation></ref>
<ref id="B58"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>X. Q.</given-names></name> <name><surname>Hou</surname> <given-names>P.</given-names></name> <name><surname>Zhu</surname> <given-names>H. T.</given-names></name> <name><surname>Li</surname> <given-names>G. D.</given-names></name> <name><surname>Liu</surname> <given-names>X. G.</given-names></name> <name><surname>Xie</surname> <given-names>X. M.</given-names></name></person-group> (<year>2013</year>). <article-title>Knockout of the VPS22 component of the ESCRT-II complex in rice (<italic>Oryza sativa</italic> L.) causes chalky endosperm and early seedling lethality.</article-title> <source><italic>Mol. Biol. Rep.</italic></source> <volume>40</volume> <fpage>3475</fpage>&#x2013;<lpage>3481</lpage>. <pub-id pub-id-type="doi">10.1007/s11033-012-2422-1</pub-id> <pub-id pub-id-type="pmid">23275199</pub-id></citation></ref>
<ref id="B59"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zheng</surname> <given-names>P.</given-names></name> <name><surname>Zheng</surname> <given-names>C. Y.</given-names></name> <name><surname>Otegui</surname> <given-names>M. S.</given-names></name> <name><surname>Li</surname> <given-names>F. Q.</given-names></name></person-group> (<year>2022</year>). <article-title>Endomembrane mediated trafficking of seed storage proteins: from <italic>Arabidopsis</italic> to cereal crops.</article-title> <source><italic>J. Exp. Bot.</italic></source> <volume>73</volume> <fpage>1312</fpage>&#x2013;<lpage>1326</lpage>. <pub-id pub-id-type="doi">10.1093/jxb/erab519</pub-id> <pub-id pub-id-type="pmid">34849750</pub-id></citation></ref>
<ref id="B60"><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zhou</surname> <given-names>Z. K.</given-names></name> <name><surname>Jiang</surname> <given-names>Y.</given-names></name> <name><surname>Wang</surname> <given-names>Z.</given-names></name> <name><surname>Gou</surname> <given-names>Z. H.</given-names></name> <name><surname>Lyu</surname> <given-names>J.</given-names></name> <name><surname>Li</surname> <given-names>W. Y.</given-names></name><etal/></person-group> (<year>2015</year>). <article-title>Resequencing 302 wild and cultivated accessions identifies genes related to domestication and improvement in soybean.</article-title> <source><italic>Nat. Biotechnol.</italic></source> <volume>33</volume> <fpage>408</fpage>&#x2013;<lpage>414</lpage>. <pub-id pub-id-type="doi">10.1038/nbt.3096</pub-id> <pub-id pub-id-type="pmid">25643055</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="http://plants.ensembl.org/index.html">http://plants.ensembl.org/index.html</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.arabidopsis.org/">http://www.arabidopsis.org/</ext-link></p></fn>
<fn id="footnote3">
<label>3</label>
<p><ext-link ext-link-type="uri" xlink:href="http://bioinformatics.cau.edu.cn/MCENet/index.php">http://bioinformatics.cau.edu.cn/MCENet/index.php</ext-link></p></fn>
<fn id="footnote4">
<label>4</label>
<p><ext-link ext-link-type="uri" xlink:href="http://pfam.sanger.ac.uk/">http://pfam.sanger.ac.uk/</ext-link></p></fn>
<fn id="footnote5">
<label>5</label>
<p><ext-link ext-link-type="uri" xlink:href="https://www.evolgenius.info">https://www.evolgenius.info</ext-link></p></fn>
<fn id="footnote6">
<label>6</label>
<p><ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/Structure/bwrpsb/bwrpsb.cgi">https://www.ncbi.nlm.nih.gov/Structure/bwrpsb/bwrpsb.cgi</ext-link></p></fn>
<fn id="footnote7">
<label>7</label>
<p><ext-link ext-link-type="uri" xlink:href="https://gephi.org/users/download/">https://gephi.org/users/download/</ext-link></p></fn>
<fn id="footnote8">
<label>8</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.maizego.org">www.maizego.org</ext-link></p></fn>
<fn id="footnote9">
<label>9</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.R-project.org">http://www.R-project.org</ext-link></p></fn>
<fn id="footnote10">
<label>10</label>
<p><ext-link ext-link-type="uri" xlink:href="https://cbsusrv04.tc.cornell.edu/users/panzea/download.aspx?Filegroupid=15">https://cbsusrv04.tc.cornell.edu/users/panzea/download.aspx?Filegroupid=15</ext-link></p></fn>
<fn id="footnote11">
<label>11</label>
<p><ext-link ext-link-type="uri" xlink:href="http://maizego.org/Resources.html">http://maizego.org/Resources.html</ext-link></p></fn>
<fn id="footnote12">
<label>12</label>
<p><ext-link ext-link-type="uri" xlink:href="http://www.maizego.org">http://www.maizego.org</ext-link></p></fn>
<fn id="footnote13">
<label>13</label>
<p><ext-link ext-link-type="uri" xlink:href="http://bioinformatics.psb.ugent.be/webtools/plantcare/html/">http://bioinformatics.psb.ugent.be/webtools/plantcare/html/</ext-link></p></fn>
<fn id="footnote14">
<label>14</label>
<p><ext-link ext-link-type="uri" xlink:href="https://plants.ensembl.org/Zea_mays/Info/Annotation/">https://plants.ensembl.org/Zea_mays/Info/Annotation/</ext-link></p></fn>
<fn id="footnote15">
<label>15</label>
<p><ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/Structure/cdd/cdd.shtml">https://www.ncbi.nlm.nih.gov/Structure/cdd/cdd.shtml</ext-link></p></fn>
<fn id="footnote16">
<label>16</label>
<p><ext-link ext-link-type="uri" xlink:href="http://pfam.xfam.org/">http://pfam.xfam.org/</ext-link></p></fn>
<fn id="footnote17">
<label>17</label>
<p><ext-link ext-link-type="uri" xlink:href="https://maizegdb.org/">https://maizegdb.org/</ext-link></p></fn>
</fn-group>
</back>
</article>