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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1140350</article-id>
<article-id pub-id-type="doi">10.3389/fgene.2023.1140350</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Genetics</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Population genomic architecture: Conserved polymorphic sequences (CPSs), not linkage disequilibrium</article-title>
<alt-title alt-title-type="left-running-head">Alper et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fgene.2023.1140350">10.3389/fgene.2023.1140350</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Alper</surname>
<given-names>Chester A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/868782/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Dawkins</surname>
<given-names>Roger L.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/871203/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kulski</surname>
<given-names>Jerzy K.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/605608/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Larsen</surname>
<given-names>Charles E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/868806/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lloyd</surname>
<given-names>Sally S.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/794676/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Program in Cellular and Molecular Medicine</institution>, <institution>Boston Children&#x2019;s Hospital</institution>, <addr-line>Boston</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Pediatrics</institution>, <institution>Harvard Medical School</institution>, <addr-line>Boston</addr-line>, <addr-line>MA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>CY O&#x2019;Connor ERADE Village Foundation</institution>, <addr-line>North Dandalup</addr-line>, <addr-line>WA</addr-line>, <country>Australia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Molecular Life Sciences</institution>, <institution>Division of Basic Medical Science and Molecular Medicine</institution>, <institution>Tokai University School of Medicine</institution>, <addr-line>Isehara</addr-line>, <country>Japan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited and reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/419695/overview">Malek Kamoun</ext-link>, University of Pennsylvania, United States</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Chester A. Alper, <email>chester.alper@childrens.harvard.edu</email>; Roger L. Dawkins, <email>rldawkins@cyo.edu.au</email>; Jerzy K. Kulski, <email>kulski@me.com</email>; Charles E. Larsen, <email>charles.larsen@childrens.harvard.edu</email>; Sally S. Lloyd, <email>slloyd@cyo.edu.au</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Evolutionary and Population Genetics, a section of the journal Frontiers in Genetics</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>26</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1140350</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Alper, Dawkins, Kulski, Larsen and Lloyd.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Alper, Dawkins, Kulski, Larsen and Lloyd</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front. Genet." xlink:href="https://www.frontiersin.org/researchtopic/12520" ext-link-type="uri">Editorial on the Research Topic <article-title>Population genomic architecture: Conserved polymorphic sequences (CPSs), not linkage disequilibrium</article-title> </related-article>
<kwd-group>
<kwd>haplotype</kwd>
<kwd>genomic architecture</kwd>
<kwd>polymorphism</kwd>
<kwd>major histocompatibility complex</kwd>
<kwd>linkage disequilibrium</kwd>
<kwd>recombination</kwd>
<kwd>pedigree</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<p>The human extended major histocompatibility complex (MHC) region, &#x223c;7.7 megabases (Mb) in the middle of the short arm of chromosome 6, is one of the most gene-dense and polymorphic regions of the human genome (<xref ref-type="bibr" rid="B13">Horton et al., 2004</xref>; <xref ref-type="bibr" rid="B28">Shiina et al., 2009</xref>; <xref ref-type="bibr" rid="B22">Kulski et al., 2022</xref>). MHC haplotype characterization originated largely from genetic studies in the 1960s&#x2013;1990s by <xref ref-type="bibr" rid="B7">Ceppellini et al. (1967)</xref> and the research groups of Chester Alper (<xref ref-type="bibr" rid="B5">Alper et al., 1983</xref>; <xref ref-type="bibr" rid="B6">Awdeh et al., 1983</xref>; <xref ref-type="bibr" rid="B35">Yunis et al., 2003</xref>) and Roger Dawkins (<xref ref-type="bibr" rid="B10">Degli-Esposti et al., 1992</xref>; <xref ref-type="bibr" rid="B11">Degli-Esposti et al., 1995</xref>; <xref ref-type="bibr" rid="B9">Dawkins et al., 1999</xref>).</p>
<p>In this Research Topic, we introduced the term &#x201c;conserved polymorphic sequences&#x201d; (CPSs) to encompass both Mb-length haplotypes, labeled currently either as conserved extended haplotypes or ancestral haplotypes, and their haplotypic fragments (&#x201c;fixed&#x201d; or &#x201c;frozen&#x201d; blocks). The relevance of CPSs includes: 1) an improved understanding of MHC genomic architecture--laying the foundation for other regions; 2) their use in testing genetic models for both meiotic recombination and trait association; and 3) providing insight into population genetics and evolution. Linkage disequilibrium (LD) and other expectation-maximization (EM) analyses of unrelated genotypes fail to detect most of the larger CPS variants but often detect their small (5&#x2013;200&#xa0;kb) blocks (<xref ref-type="bibr" rid="B33">Walsh et al., 2003</xref>; <xref ref-type="bibr" rid="B3">Alper et al., 2006</xref>). The technical explanation(s) for these differences remain unresolved. The Research Topic includes original work, a minireview, a commentary, and a mechanistic model for CPSs at high population frequency. The CPS mechanistic model may apply to any genomic region or vertebrate species (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2022.993944/full">Dawkins and Lloyd</ext-link>).</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2023.1140350/full">Alper</ext-link> reviewed CPS conceptual development. The identification of high population frequency Mb-length MHC haplotypes resulted from observed shorter (140&#xa0;kb) MHC-encoded complement gene haplotypes (&#x201c;complotypes&#x201d;; <xref ref-type="bibr" rid="B5">Alper et al., 1983</xref>) in strong LD with HLA class I and class II haplotypic variants. Later publications demonstrated both the intervening genetic &#x201c;fixity&#x201d; (essentially fixed DNA sequence) among each of those long-range population haplotypes and their extension from the telomeric end of the HLA class I region to the centromeric end of HLA class II (e.g., <xref ref-type="bibr" rid="B9">Dawkins et al., 1999</xref>; <xref ref-type="bibr" rid="B30">Smith et al., 2006</xref>; <xref ref-type="bibr" rid="B23">Lam et al., 2015</xref>). <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.716603/full">Alper</ext-link> concluded that the CPS concept offers new genomic insights (<xref ref-type="bibr" rid="B24">Larsen et al., 2014</xref>; <xref ref-type="bibr" rid="B32">Vadva et al., 2019</xref>) and genetic/epigenetic models for complex genetic traits (<xref ref-type="bibr" rid="B4">Alper et al., 2019</xref>).</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2020.00750/full">Okano et al.</ext-link> described MHC CPSs in the domestic cat and highlighted the differences between human and cat MHC haplotype organization, consistent with prior work showing divergent vertebrate MHC haplotype structures (<xref ref-type="bibr" rid="B21">Kulski et al., 2002</xref>; <xref ref-type="bibr" rid="B27">Shiina et al., 2017</xref>). Using new genotyping methods and separate 3-generation cat pedigrees, the authors identified 14 unrelated long-range (within the 3&#xa0;Mb domestic cat MHC reference sequence) FLA-I/FLA-DRB allelic variant founder haplotypes. Eight unique variants were identified, only three of which were singletons. One CPS variant consisted of three founder haplotypes, and the remaining four existed twice.</p>
<p>Specific CPS variant frequencies differ considerably among human ethnic populations, and genetic studies of a wider range of populations are needed (<xref ref-type="bibr" rid="B29">Sirugo et al., 2019</xref>). Two papers expanded CPS studies to under-studied human populations. <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.670844/full">Tay et al.</ext-link>, using segregation analysis to phase long-range HLA haplotypes in families with at least one type 1 diabetes (T1D) proband from the United Arab Emirates (UAE), reported the classical association of HLA-DR4 and HLA-DR3 haplotypes in UAE citizens affected by T1D. UAE T1D patient haplotypes with those HLA class II specificities were enriched in two Mb-length CPSs previously reported in northern India. This report preceded another pedigree-phased HLA haplotype analysis of 41 families (<xref ref-type="bibr" rid="B2">Alnaqbi et al., 2022</xref>) that identified three novel UAE population MHC CPSs.</p>
<p>Among twelve minority ethnic populations in China, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.636236/full">Cun et al.</ext-link> reported on HLA class II haplotypes containing <italic>HLA-DRB1</italic> and five polymorphic Alu insertions (POALINs; a structural variant type of transposable element (TE) genetic marker) covering 850&#xa0;kb. These HLA class II TE markers of diversity and historic crossing over showed strong association among these populations with known language family, migration, and sociality characteristics. The results were compared with those obtained from dominant populations from Japan and Australia (<xref ref-type="bibr" rid="B20">Kulski et al., 2010</xref>) and the Yunnan province of China (<xref ref-type="bibr" rid="B26">Shi et al., 2014</xref>).</p>
<p>Mb-length CPSs constitute nearly half of European Caucasian MHC haplotypes (<xref ref-type="bibr" rid="B31">Szil&#xe1;gyi et al., 2010</xref>). However, to identify the diversity of all haplotypes, relatively dense genetic markers are needed to detect genomic alterations (e.g., meiotic recombination, insertion-deletion polymorphisms). As part of an investigation into putative associations and functions of TEs in generating human (<xref ref-type="bibr" rid="B15">Kulski et al., 1997</xref>; <xref ref-type="bibr" rid="B17">Kulski et al., 1999</xref>; <xref ref-type="bibr" rid="B16">Kulski et al., 2000</xref>) and non-human primate (<xref ref-type="bibr" rid="B14">Kulski et al., 2004</xref>) MHC haplotypes, two reports by <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2020.594318/full">Kulski</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.665899/full">Suzuki and Shiina</ext-link> used a set of 95 extended MHC haplotype sequences from a publicly available database (<xref ref-type="bibr" rid="B25">Norman et al., 2017</xref>) to study meiotic recombination resulting in haplotype segmental shuffling or crossovers in the MHC <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2020.594318/full">class I</ext-link> and <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2021.665899/full">II</ext-link> regions. Both studies demonstrated that 1) SNP-density crossovers are associated with putative ancestral recombination sites widely spread across the odortype receptor and MHC class I and class II regions; 2) MHC homozygous cell line genomic sequences are useful for analyzing haplotype blocks, ancestral haplotypic landscapes and markers, CPSs, and SNP-density crossover junctions without the need for probabilistic statistical imputation; and 3) TEs are useful genetic markers of recent recombination events and for elucidating population phylogenetics and genetic interrelationships (<xref ref-type="bibr" rid="B19">Kulski et al., 2011</xref>; <xref ref-type="bibr" rid="B18">2019</xref>; <xref ref-type="bibr" rid="B34">Wang et al., 2017</xref>; <xref ref-type="bibr" rid="B1">Abeid et al., 2019</xref>). There was substantial haplotype shuffling between different polymorphic blocks suggesting the presence of numerous putative ancestral recombination sites between specific class II genes. TEs, in addition to being a useful class of haplotypic markers, may have had a critical impact on CPS diversity between individuals and population groups.</p>
<p>Finally, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2022.803690/full">Radman</ext-link> offered a hypothesis, which was further contextualized in a commentary by <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fgene.2022.993944/full">Dawkins and Lloyd</ext-link>, for the existence of long-range CPSs: as a consequence of resistance to meiotic recombination both in regions with highly polymorphic sequences and in regions dense with gene families requiring maintenance of genomic integrity. Significantly, the MHC class III region (between HLA class I and class II) is both the most gene-dense sub-region of the extended MHC (<xref ref-type="bibr" rid="B13">Horton et al., 2004</xref>) and, along with a portion of the telomeric end of class II, the most difficult MHC region to align sequencing assemblies due to high levels of indel polymorphism (<xref ref-type="bibr" rid="B12">Horton et al., 2008</xref>; <xref ref-type="bibr" rid="B8">Chin et al., 2020</xref>). Radman&#x2019;s mechanistic model and this Research Topic are pleas for additional work to understand better the enigmatic relationships between CPS haplotypes, recombination mechanisms, and genetic fixity with genomic structural integrity and diversity within and between different populations and species. A database (<ext-link ext-link-type="uri" xlink:href="http://cyo.edu.au/CPS_Database">http://cyo.edu.au/CPS_Database</ext-link>) is available for researchers wishing to submit CPSs of 400 nucleotides or longer shown to exist as at least three variants within a specific genome at a well-defined genomic location.</p>
</body>
<back>
<sec id="s1">
<title>Author contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s2">
<title>Funding</title>
<p>CAA and CEL were funded by institutional funds from the Program in Cellular and Molecular Medicine, Boston Children&#x2019;s Hospital.</p>
</sec>
<ack>
<p>The guest editors thank all the authors, reviewers, Associate Editors and Frontiers support staff for their valuable contributions to this Research Topic.</p>
</ack>
<sec sec-type="COI-statement" id="s3">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s5">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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