In recent decades, many efforts have been made to elucidate the genetic causes of non-syndromic cleft palate (nsCPO), a complex congenital disease caused by the interaction of several genetic and environmental factors. Since genome-wide association studies have evidenced a minor contribution of common polymorphisms in nsCPO inheritance, we used whole exome sequencing data to explore the role of ultra-rare variants in this study. In a cohort of 35 nsCPO cases and 38 controls, we performed a gene set enrichment analysis (GSEA) and a hypergeometric test for assessing significant overlap between genes implicated in nsCPO pathobiology and genes enriched in ultra-rare variants in our cohort. GSEA highlighted an enrichment of ultra-rare variants in genes principally belonging to cytoskeletal protein binding pathway (Probability Density Function corrected p-value = 1.57 x 10(-4)); protein-containing complex binding pathway (p-value = 1.06 x 10(-2)); cell adhesion molecule binding pathway (p-value = 1.24 x 10(-2)); ECM-receptor interaction pathway (p-value = 1.69 x 10(-2)); and in the Integrin signaling pathway (p-value = 1.28 x 10(-2)). Two genes implicated in nsCPO pathobiology, namely COL2A1 and GLI3, ranked among the genes (n = 34) with nominal enrichment in the ultra-rare variant collapsing analysis (Fisher's exact test p-value < 0.05). These genes were also part of an independent list of genes highly relevant to nsCPO biology (n = 25). Significant overlap between the two sets of genes (hypergeometric test p-value = 5.86 x 10(-3)) indicated that enriched genes are likely to be implicated in physiological palate development and/or the pathological processes of oral clefting. In conclusion, ultra-rare variants collectively impinge on biological pathways crucial to nsCPO pathobiology and point to candidate genes that may contribute to the individual risk of disease. Sequencing can be an effective approach to identify candidate genes and pathways for nsCPO.
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Baskent Univ, Div Perinatol, Clin Obstet & Gynecol, Ankara Hosp, Ankara, TurkiyeBaskent Univ, Div Perinatol, Clin Obstet & Gynecol, Ankara Hosp, Ankara, Turkiye
Uysal, Nihal Sahin
Sahin, Feride Iffet
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Baskent Univ, Dept Med Genet, Fac Med, Ankara, TurkiyeBaskent Univ, Div Perinatol, Clin Obstet & Gynecol, Ankara Hosp, Ankara, Turkiye
Sahin, Feride Iffet
Terzi, Yunus Kasim
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Baskent Univ, Dept Med Genet, Fac Med, Ankara, TurkiyeBaskent Univ, Div Perinatol, Clin Obstet & Gynecol, Ankara Hosp, Ankara, Turkiye
机构:
Univ Bonn, Inst Human Genet, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Mangold, Elisabeth
Reutter, Heiko
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Univ Bonn, Inst Human Genet, Bonn, Germany
Univ Bonn, Dept Neonatol, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Reutter, Heiko
Leon-Cachon, Rafael B. R.
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Univ Autonoma Nuevo Leon, Dept Bioquim & Med Mol, Fac Med, Monterrey 64460, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Leon-Cachon, Rafael B. R.
Ludwig, Kerstin U.
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Univ Bonn, Inst Human Genet, Bonn, Germany
Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Ludwig, Kerstin U.
Herms, Stefan
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Univ Bonn, Inst Human Genet, Bonn, Germany
Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Herms, Stefan
Chacon-Camacho, Oscar
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Hosp Reg Tuxtla Gutierrez, Tuxtla Gutierrez, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Chacon-Camacho, Oscar
Ortiz-Lopez, Rocio
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Univ Autonoma Nuevo Leon, Dept Bioquim & Med Mol, Fac Med, Monterrey 64460, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Ortiz-Lopez, Rocio
Paredes-Zenteno, Mario
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Hosp Reg Tuxtla Gutierrez, Tuxtla Gutierrez, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Paredes-Zenteno, Mario
Arizpe-Cantu, Abelardo
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Clin Labio & Paladar CLAYPA, Monterrey, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Arizpe-Cantu, Abelardo
Munoz-Jimenez, Sergio G.
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Clin Esquipulas, San Cristobal de las Casa, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Munoz-Jimenez, Sergio G.
Nowak, Stefanie
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Univ Bonn, Inst Human Genet, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Nowak, Stefanie
Kramer, Franz-Josef
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Univ Gottingen, Dept Oral & Maxillofacial Surg, Gottingen, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Kramer, Franz-Josef
Wienker, Thomas F.
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Univ Bonn, Inst Med Biometry, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Wienker, Thomas F.
Noethen, Markus M.
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Univ Bonn, Dept Genom, Life & Brain Ctr, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Noethen, Markus M.
Knapp, Michael
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Univ Bonn, Inst Med Biometry, Bonn, GermanyUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Knapp, Michael
Rojas-Martinez, Augusto
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Univ Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico
Univ Autonoma Nuevo Leon, Dept Bioquim & Med Mol, Fac Med, Monterrey 64460, MexicoUniv Autonoma Nuevo Leon, Ctr Invest & Desarrollo Ciencias Salud, Colonia Mitras Ctr, Monterrey 64460, Mexico