The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation
Unaffected relatives of individuals with non-syndromic cleft lip with or without cleft palate (NSCL/P) show distinctive facial features. The presence of this facial endophenotype is potentially an expression of underlying genetic susceptibility to NSCL/P in the larger unselected population. To explo...
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creator | Indencleef, Karlijne Hoskens, Hanne Lee, Myoung Keun White, Julie D. Liu, Chenxing Eller, Ryan J. Naqvi, Sahin Wehby, George L. Moreno Uribe, Lina M. Hecht, Jacqueline T. Long, Ross E. Christensen, Kaare Deleyiannis, Frederic W. Walsh, Susan Shriver, Mark D. Richmond, Stephen Wysocka, Joanna Peeters, Hilde Shaffer, John R. Marazita, Mary L. Hens, Greet Weinberg, Seth M. Claes, Peter |
description | Unaffected relatives of individuals with non-syndromic cleft lip with or without cleft palate (NSCL/P) show distinctive facial features. The presence of this facial endophenotype is potentially an expression of underlying genetic susceptibility to NSCL/P in the larger unselected population. To explore this hypothesis, we first partitioned the face into 63 partially overlapping regions representing global-to-local facial morphology and then defined endophenotypic traits by contrasting the 3D facial images from 264 unaffected parents of individuals with NSCL/P versus 3,171 controls. We observed distinct facial features between parents and controls across 59 global-to-local facial segments at nominal significance (p |
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The presence of this facial endophenotype is potentially an expression of underlying genetic susceptibility to NSCL/P in the larger unselected population. To explore this hypothesis, we first partitioned the face into 63 partially overlapping regions representing global-to-local facial morphology and then defined endophenotypic traits by contrasting the 3D facial images from 264 unaffected parents of individuals with NSCL/P versus 3,171 controls. We observed distinct facial features between parents and controls across 59 global-to-local facial segments at nominal significance (p <= 0.05) and 52 segments at Bonferroni corrected significance (p < 1.2 x 10(-3)), respectively. Next, we quantified these distinct facial features as univariate traits in another dataset of 8,246 unaffected European individuals and performed a genome-wide association study. We identified 29 independent genetic loci that were associated (p < 5 x 10(-8)) with at least one of the tested endophenotypic traits, and nine genetic loci also passed the study-wide threshold (p < 8.47 x 10(-10)). Of the 29 loci, 22 were in proximity of loci previously associated with normal facial variation, 18 were near genes that show strong evidence in orofacial clefting (OFC), and another 10 showed some evidence in OFC. Additionally, polygenic risk scores for NSCL/P showed associations with the endophenotypic traits. This study thus supports the hypothesis of a shared genetic architecture of normal facial development and OFC.</description><identifier>ISSN: 1664-8021</identifier><identifier>EISSN: 1664-8021</identifier><identifier>DOI: 10.3389/fgene.2021.626403</identifier><identifier>PMID: 33692830</identifier><language>eng</language><publisher>LAUSANNE: Frontiers Media Sa</publisher><subject>ALSPAC ; endophenotype ; facial morphology ; Genetics ; Genetics & Heredity ; Life Sciences & Biomedicine ; NSCL/P ; Science & Technology</subject><ispartof>Frontiers in genetics, 2021-02, Vol.12, p.626403-626403, Article 626403</ispartof><rights>Copyright © 2021 Indencleef, Hoskens, Lee, White, Liu, Eller, Naqvi, Wehby, Moreno Uribe, Hecht, Long, Christensen, Deleyiannis, Walsh, Shriver, Richmond, Wysocka, Peeters, Shaffer, Marazita, Hens, Weinberg and Claes.</rights><rights>Copyright © 2021 Indencleef, Hoskens, Lee, White, Liu, Eller, Naqvi, Wehby, Moreno Uribe, Hecht, Long, Christensen, Deleyiannis, Walsh, Shriver, Richmond, Wysocka, Peeters, Shaffer, Marazita, Hens, Weinberg and Claes. 2021 Indencleef, Hoskens, Lee, White, Liu, Eller, Naqvi, Wehby, Moreno Uribe, Hecht, Long, Christensen, Deleyiannis, Walsh, Shriver, Richmond, Wysocka, Peeters, Shaffer, Marazita, Hens, Weinberg and Claes</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>true</woscitedreferencessubscribed><woscitedreferencescount>10</woscitedreferencescount><woscitedreferencesoriginalsourcerecordid>wos000626039800001</woscitedreferencesoriginalsourcerecordid><citedby>FETCH-LOGICAL-c465t-e4e7a39cfefe407b2ef11a860ddcb4795d88d85b6fbbe73907f5f7d84e6137873</citedby><cites>FETCH-LOGICAL-c465t-e4e7a39cfefe407b2ef11a860ddcb4795d88d85b6fbbe73907f5f7d84e6137873</cites><orcidid>0000-0002-7064-1589 ; 0000-0002-7295-3375 ; 0000-0002-5429-5292 ; 0000-0001-9489-9819 ; 0000-0001-9690-7376 ; 0000-0002-2235-4817 ; 0000-0001-5449-5318 ; 0000-0003-1897-1131 ; 0000-0001-9467-4556 ; 0000-0003-0006-0479 ; 0000-0002-1467-6461</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7937973/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7937973/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,2103,2115,27929,27930,39263,53796,53798</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33692830$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Indencleef, Karlijne</creatorcontrib><creatorcontrib>Hoskens, Hanne</creatorcontrib><creatorcontrib>Lee, Myoung Keun</creatorcontrib><creatorcontrib>White, Julie D.</creatorcontrib><creatorcontrib>Liu, Chenxing</creatorcontrib><creatorcontrib>Eller, Ryan J.</creatorcontrib><creatorcontrib>Naqvi, Sahin</creatorcontrib><creatorcontrib>Wehby, George L.</creatorcontrib><creatorcontrib>Moreno Uribe, Lina M.</creatorcontrib><creatorcontrib>Hecht, Jacqueline T.</creatorcontrib><creatorcontrib>Long, Ross E.</creatorcontrib><creatorcontrib>Christensen, Kaare</creatorcontrib><creatorcontrib>Deleyiannis, Frederic W.</creatorcontrib><creatorcontrib>Walsh, Susan</creatorcontrib><creatorcontrib>Shriver, Mark D.</creatorcontrib><creatorcontrib>Richmond, Stephen</creatorcontrib><creatorcontrib>Wysocka, Joanna</creatorcontrib><creatorcontrib>Peeters, Hilde</creatorcontrib><creatorcontrib>Shaffer, John R.</creatorcontrib><creatorcontrib>Marazita, Mary L.</creatorcontrib><creatorcontrib>Hens, Greet</creatorcontrib><creatorcontrib>Weinberg, Seth M.</creatorcontrib><creatorcontrib>Claes, Peter</creatorcontrib><title>The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation</title><title>Frontiers in genetics</title><addtitle>FRONT GENET</addtitle><addtitle>Front Genet</addtitle><description>Unaffected relatives of individuals with non-syndromic cleft lip with or without cleft palate (NSCL/P) show distinctive facial features. The presence of this facial endophenotype is potentially an expression of underlying genetic susceptibility to NSCL/P in the larger unselected population. To explore this hypothesis, we first partitioned the face into 63 partially overlapping regions representing global-to-local facial morphology and then defined endophenotypic traits by contrasting the 3D facial images from 264 unaffected parents of individuals with NSCL/P versus 3,171 controls. We observed distinct facial features between parents and controls across 59 global-to-local facial segments at nominal significance (p <= 0.05) and 52 segments at Bonferroni corrected significance (p < 1.2 x 10(-3)), respectively. Next, we quantified these distinct facial features as univariate traits in another dataset of 8,246 unaffected European individuals and performed a genome-wide association study. We identified 29 independent genetic loci that were associated (p < 5 x 10(-8)) with at least one of the tested endophenotypic traits, and nine genetic loci also passed the study-wide threshold (p < 8.47 x 10(-10)). Of the 29 loci, 22 were in proximity of loci previously associated with normal facial variation, 18 were near genes that show strong evidence in orofacial clefting (OFC), and another 10 showed some evidence in OFC. Additionally, polygenic risk scores for NSCL/P showed associations with the endophenotypic traits. This study thus supports the hypothesis of a shared genetic architecture of normal facial development and OFC.</description><subject>ALSPAC</subject><subject>endophenotype</subject><subject>facial morphology</subject><subject>Genetics</subject><subject>Genetics & Heredity</subject><subject>Life Sciences & Biomedicine</subject><subject>NSCL/P</subject><subject>Science & Technology</subject><issn>1664-8021</issn><issn>1664-8021</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>HGBXW</sourceid><sourceid>DOA</sourceid><recordid>eNqNks1q3DAUhU1paUKaB-imeFkoM5EsWT-bQjBNOhCaTdpdEZJ8NaPgsVJJbunbVx4nQ7KrNhLnnvtJ4tyqeo_RmhAhL9wWRlg3qMFr1jCKyKvqFDNGV6JIr5-dT6rzlO5RWVQSQujb6oQQJhtB0Gn1824H9WbMEBPY7MNYB1fnol0Xeva2vox253OpTRHSXLyNwWnr9VB3A7icaj329bcQ90W5Wgo_dPR6hr2r3jg9JDh_3M-q71df7rqvq5vb6013ebOylLV5BRS4JtI6cEARNw04jLVgqO-toVy2vRC9aA1zxgAnEnHXOt4LCgwTLjg5qzYLtw_6Xj1Ev9fxrwraq4MQ4lbpWH4zgDKUGt04ZIRB1DbaSN4KawQwZgiRuLA-L6yHyeyhtzDmqIcX0JeV0e_UNvxWXBIuOSmAj4-AGH5NkLLa-2RhGPQIYUqqaREiommlLFa8WG0MKUVwx2swUnPK6pCymlNWS8ql58Pz9x07njItBrEY_oAJLlkPo4WjrYxBASEixTwRuPP5kFQXpjGX1k__30r-AeonxfY</recordid><startdate>20210222</startdate><enddate>20210222</enddate><creator>Indencleef, Karlijne</creator><creator>Hoskens, Hanne</creator><creator>Lee, Myoung Keun</creator><creator>White, Julie D.</creator><creator>Liu, Chenxing</creator><creator>Eller, Ryan J.</creator><creator>Naqvi, Sahin</creator><creator>Wehby, George L.</creator><creator>Moreno Uribe, Lina M.</creator><creator>Hecht, Jacqueline T.</creator><creator>Long, Ross E.</creator><creator>Christensen, Kaare</creator><creator>Deleyiannis, Frederic W.</creator><creator>Walsh, Susan</creator><creator>Shriver, Mark D.</creator><creator>Richmond, Stephen</creator><creator>Wysocka, Joanna</creator><creator>Peeters, Hilde</creator><creator>Shaffer, John R.</creator><creator>Marazita, Mary L.</creator><creator>Hens, Greet</creator><creator>Weinberg, Seth M.</creator><creator>Claes, Peter</creator><general>Frontiers Media Sa</general><general>Frontiers Media S.A</general><scope>BLEPL</scope><scope>DTL</scope><scope>HGBXW</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-7064-1589</orcidid><orcidid>https://orcid.org/0000-0002-7295-3375</orcidid><orcidid>https://orcid.org/0000-0002-5429-5292</orcidid><orcidid>https://orcid.org/0000-0001-9489-9819</orcidid><orcidid>https://orcid.org/0000-0001-9690-7376</orcidid><orcidid>https://orcid.org/0000-0002-2235-4817</orcidid><orcidid>https://orcid.org/0000-0001-5449-5318</orcidid><orcidid>https://orcid.org/0000-0003-1897-1131</orcidid><orcidid>https://orcid.org/0000-0001-9467-4556</orcidid><orcidid>https://orcid.org/0000-0003-0006-0479</orcidid><orcidid>https://orcid.org/0000-0002-1467-6461</orcidid></search><sort><creationdate>20210222</creationdate><title>The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation</title><author>Indencleef, Karlijne ; Hoskens, Hanne ; Lee, Myoung Keun ; White, Julie D. ; Liu, Chenxing ; Eller, Ryan J. ; Naqvi, Sahin ; Wehby, George L. ; Moreno Uribe, Lina M. ; Hecht, Jacqueline T. ; Long, Ross E. ; Christensen, Kaare ; Deleyiannis, Frederic W. ; Walsh, Susan ; Shriver, Mark D. ; Richmond, Stephen ; Wysocka, Joanna ; Peeters, Hilde ; Shaffer, John R. ; Marazita, Mary L. ; Hens, Greet ; Weinberg, Seth M. ; Claes, Peter</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c465t-e4e7a39cfefe407b2ef11a860ddcb4795d88d85b6fbbe73907f5f7d84e6137873</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>ALSPAC</topic><topic>endophenotype</topic><topic>facial morphology</topic><topic>Genetics</topic><topic>Genetics & Heredity</topic><topic>Life Sciences & Biomedicine</topic><topic>NSCL/P</topic><topic>Science & Technology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Indencleef, Karlijne</creatorcontrib><creatorcontrib>Hoskens, Hanne</creatorcontrib><creatorcontrib>Lee, Myoung Keun</creatorcontrib><creatorcontrib>White, Julie D.</creatorcontrib><creatorcontrib>Liu, Chenxing</creatorcontrib><creatorcontrib>Eller, Ryan J.</creatorcontrib><creatorcontrib>Naqvi, Sahin</creatorcontrib><creatorcontrib>Wehby, George L.</creatorcontrib><creatorcontrib>Moreno Uribe, Lina M.</creatorcontrib><creatorcontrib>Hecht, Jacqueline T.</creatorcontrib><creatorcontrib>Long, Ross E.</creatorcontrib><creatorcontrib>Christensen, Kaare</creatorcontrib><creatorcontrib>Deleyiannis, Frederic W.</creatorcontrib><creatorcontrib>Walsh, Susan</creatorcontrib><creatorcontrib>Shriver, Mark D.</creatorcontrib><creatorcontrib>Richmond, Stephen</creatorcontrib><creatorcontrib>Wysocka, Joanna</creatorcontrib><creatorcontrib>Peeters, Hilde</creatorcontrib><creatorcontrib>Shaffer, John R.</creatorcontrib><creatorcontrib>Marazita, Mary L.</creatorcontrib><creatorcontrib>Hens, Greet</creatorcontrib><creatorcontrib>Weinberg, Seth M.</creatorcontrib><creatorcontrib>Claes, Peter</creatorcontrib><collection>Web of Science Core Collection</collection><collection>Science Citation Index Expanded</collection><collection>Web of Science - Science Citation Index Expanded - 2021</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Frontiers in genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Indencleef, Karlijne</au><au>Hoskens, Hanne</au><au>Lee, Myoung Keun</au><au>White, Julie D.</au><au>Liu, Chenxing</au><au>Eller, Ryan J.</au><au>Naqvi, Sahin</au><au>Wehby, George L.</au><au>Moreno Uribe, Lina M.</au><au>Hecht, Jacqueline T.</au><au>Long, Ross E.</au><au>Christensen, Kaare</au><au>Deleyiannis, Frederic W.</au><au>Walsh, Susan</au><au>Shriver, Mark D.</au><au>Richmond, Stephen</au><au>Wysocka, Joanna</au><au>Peeters, Hilde</au><au>Shaffer, John R.</au><au>Marazita, Mary L.</au><au>Hens, Greet</au><au>Weinberg, Seth M.</au><au>Claes, Peter</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation</atitle><jtitle>Frontiers in genetics</jtitle><stitle>FRONT GENET</stitle><addtitle>Front Genet</addtitle><date>2021-02-22</date><risdate>2021</risdate><volume>12</volume><spage>626403</spage><epage>626403</epage><pages>626403-626403</pages><artnum>626403</artnum><issn>1664-8021</issn><eissn>1664-8021</eissn><abstract>Unaffected relatives of individuals with non-syndromic cleft lip with or without cleft palate (NSCL/P) show distinctive facial features. The presence of this facial endophenotype is potentially an expression of underlying genetic susceptibility to NSCL/P in the larger unselected population. To explore this hypothesis, we first partitioned the face into 63 partially overlapping regions representing global-to-local facial morphology and then defined endophenotypic traits by contrasting the 3D facial images from 264 unaffected parents of individuals with NSCL/P versus 3,171 controls. We observed distinct facial features between parents and controls across 59 global-to-local facial segments at nominal significance (p <= 0.05) and 52 segments at Bonferroni corrected significance (p < 1.2 x 10(-3)), respectively. Next, we quantified these distinct facial features as univariate traits in another dataset of 8,246 unaffected European individuals and performed a genome-wide association study. We identified 29 independent genetic loci that were associated (p < 5 x 10(-8)) with at least one of the tested endophenotypic traits, and nine genetic loci also passed the study-wide threshold (p < 8.47 x 10(-10)). Of the 29 loci, 22 were in proximity of loci previously associated with normal facial variation, 18 were near genes that show strong evidence in orofacial clefting (OFC), and another 10 showed some evidence in OFC. Additionally, polygenic risk scores for NSCL/P showed associations with the endophenotypic traits. 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subjects | ALSPAC endophenotype facial morphology Genetics Genetics & Heredity Life Sciences & Biomedicine NSCL/P Science & Technology |
title | The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation |
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