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Browsing by Author "Boone, Philip M."
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Item A cross-disorder dosage sensitivity map of the human genome(Elsevier, 2022) Collins, Ryan L.; Glessner, Joseph T.; Porcu, Eleonora; Lepamets, Maarja; Brandon, Rhonda; Lauricella, Christopher; Han, Lide; Morley, Theodore; Niestroj, Lisa-Marie; Ulirsch, Jacob; Everett, Selin; Howrigan, Daniel P.; Boone, Philip M.; Fu, Jack; Karczewski, Konrad J.; Kellaris, Georgios; Lowther, Chelsea; Lucente, Diane; Mohajeri, Kiana; Nõukas, Margit; Nuttle, Xander; Samocha, Kaitlin E.; Trinh, Mi; Ullah, Farid; Võsa, Urmo; Epi25 Consortium; Estonian Biobank Research Team; Hurles, Matthew E.; Aradhya, Swaroop; Davis, Erica E.; Finucane, Hilary; Gusella, James F.; Janze, Aura; Katsanis, Nicholas; Matyakhina, Ludmila; Neale, Benjamin M.; Sanders, David; Warren, Stephanie; Hodge, Jennelle C.; Lal, Dennis; Ruderfer, Douglas M.; Meck, Jeanne; Mägi, Reedik; Esko, Tõnu; Reymond, Alexandre; Kutalik, Zoltán; Hakonarson, Hakon; Sunyaev, Shamil; Brand, Harrison; Talkowski, Michael E.; Medical and Molecular Genetics, School of MedicineRare copy-number variants (rCNVs) include deletions and duplications that occur infrequently in the global human population and can confer substantial risk for disease. In this study, we aimed to quantify the properties of haploinsufficiency (i.e., deletion intolerance) and triplosensitivity (i.e., duplication intolerance) throughout the human genome. We harmonized and meta-analyzed rCNVs from nearly one million individuals to construct a genome-wide catalog of dosage sensitivity across 54 disorders, which defined 163 dosage sensitive segments associated with at least one disorder. These segments were typically gene dense and often harbored dominant dosage sensitive driver genes, which we were able to prioritize using statistical fine-mapping. Finally, we designed an ensemble machine-learning model to predict probabilities of dosage sensitivity (pHaplo & pTriplo) for all autosomal genes, which identified 2,987 haploinsufficient and 1,559 triplosensitive genes, including 648 that were uniquely triplosensitive. This dosage sensitivity resource will provide broad utility for human disease research and clinical genetics.Item Genetic architecture of laterality defects revealed by whole exome sequencing(Springer Nature, 2019-04) Li, Alexander H.; Hanchard, Neil A.; Azamian, Mahshid; D’Alessandro, Lisa C. A.; Coban-Akdemir, Zeynep; Lopez, Keila N.; Hall, Nancy J.; Dickerson, Heather; Nicosia, Annarita; Fernbach, Susan; Boone, Philip M.; Gambin, Tomaz; Karaca, Ender; Gu, Shen; Yuan, Bo; Jhangiani, Shalini N.; Doddapaneni, HarshaVardhan; Hu, Jianhong; Dinh, Huyen; Jayaseelan, Joy; Muzny, Donna; Lalani, Seema; Towbin, Jeffrey; Penny, Daniel; Fraser, Charles; Martin, James; Lupski, James R.; Gibbs, Richard A.; Boerwinkle, Eric; Ware, Stephanie M.; Belmont, John W.; Pediatrics, School of MedicineAberrant left-right patterning in the developing human embryo can lead to a broad spectrum of congenital malformations. The causes of most laterality defects are not known, with variants in established genes accounting for <20% of cases. We sought to characterize the genetic spectrum of these conditions by performing whole-exome sequencing of 323 unrelated laterality cases. We investigated the role of rare, predicted-damaging variation in 1726 putative laterality candidate genes derived from model organisms, pathway analyses, and human phenotypes. We also evaluated the contribution of homo/hemizygous exon deletions and gene-based burden of rare variation. A total of 28 candidate variants (26 rare predicted-damaging variants and 2 hemizygous deletions) were identified, including variants in genes known to cause heterotaxy and primary ciliary dyskinesia (ACVR2B, NODAL, ZIC3, DNAI1, DNAH5, HYDIN, MMP21), and genes without a human phenotype association, but with prior evidence for a role in embryonic laterality or cardiac development. Sanger validation of the latter variants in probands and their parents revealed no de novo variants, but apparent transmitted heterozygous (ROCK2, ISL1, SMAD2), and hemizygous (RAI2, RIPPLY1) variant patterns. Collectively, these variants account for 7.1% of our study subjects. We also observe evidence for an excess burden of rare, predicted loss-of-function variation in PXDNL and BMS1- two genes relevant to the broader laterality phenotype. These findings highlight potential new genes in the development of laterality defects, and suggest extensive locus heterogeneity and complex genetic models in this class of birth defects.Item Heterozygous loss-of-function SMC3 variants are associated with variable and incompletely penetrant growth and developmental features(medRxiv, 2023-09-28) Ansari, Morad; Faour, Kamli N. W.; Shimamura, Akiko; Grimes, Graeme; Kao, Emeline M.; Denhoff, Erica R.; Blatnik, Ana; Ben-Isvy, Daniel; Wang, Lily; Helm, Benjamin M.; Firth, Helen; Breman, Amy M.; Bijlsma, Emilia K.; Iwata-Otsubo, Aiko; de Ravel, Thomy J. L.; Fusaro, Vincent; Fryer, Alan; Nykamp, Keith; Stühn, Lara G.; Haack, Tobias B.; Korenke, G. Christoph; Constantinou, Panayiotis; Bujakowska, Kinga M.; Low, Karen J.; Place, Emily; Humberson, Jennifer; Napier, Melanie P.; Hoffman, Jessica; Juusola, Jane; Deardorff, Matthew A.; Shao, Wanqing; Rockowitz, Shira; Krantz, Ian; Kaur, Maninder; Raible, Sarah; Kliesch, Sabine; Singer-Berk, Moriel; Groopman, Emily; DiTroia, Stephanie; Ballal, Sonia; Srivastava, Siddharth; Rothfelder, Kathrin; Biskup, Saskia; Rzasa, Jessica; Kerkhof, Jennifer; McConkey, Haley; O'Donnell-Luria, Anne; Sadikovic, Bekim; Hilton, Sarah; Banka, Siddharth; Tüttelmann, Frank; Conrad, Donald; Talkowski, Michael E.; FitzPatrick, David R.; Boone, Philip M.; Medical and Molecular Genetics, School of MedicineHeterozygous missense variants and in-frame indels in SMC3 are a cause of Cornelia de Lange syndrome (CdLS), marked by intellectual disability, growth deficiency, and dysmorphism, via an apparent dominant-negative mechanism. However, the spectrum of manifestations associated with SMC3 loss-of-function variants has not been reported, leading to hypotheses of alternative phenotypes or even developmental lethality. We used matchmaking servers, patient registries, and other resources to identify individuals with heterozygous, predicted loss-of-function (pLoF) variants in SMC3, and analyzed population databases to characterize mutational intolerance in this gene. Here, we show that SMC3 behaves as an archetypal haploinsufficient gene: it is highly constrained against pLoF variants, strongly depleted for missense variants, and pLoF variants are associated with a range of developmental phenotypes. Among 13 individuals with SMC3 pLoF variants, phenotypes were variable but coalesced on low growth parameters, developmental delay/intellectual disability, and dysmorphism reminiscent of atypical CdLS. Comparisons to individuals with SMC3 missense/in-frame indel variants demonstrated a milder presentation in pLoF carriers. Furthermore, several individuals harboring pLoF variants in SMC3 were nonpenetrant for growth, developmental, and/or dysmorphic features, some instead having intriguing symptomatologies with rational biological links to SMC3 including bone marrow failure, acute myeloid leukemia, and Coats retinal vasculopathy. Analyses of transcriptomic and epigenetic data suggest that SMC3 pLoF variants reduce SMC3 expression but do not result in a blood DNA methylation signature clustering with that of CdLS, and that the global transcriptional signature of SMC3 loss is model-dependent. Our finding of substantial population-scale LoF intolerance in concert with variable penetrance in subjects with SMC3 pLoF variants expands the scope of cohesinopathies, informs on their allelic architecture, and suggests the existence of additional clearly LoF-constrained genes whose disease links will be confirmed only by multi-layered genomic data paired with careful phenotyping.Item Heterozygous loss-of-function SMC3 variants are associated with variable growth and developmental features(Elsevier, 2024) Ansari, Morad; Faour, Kamli N. W.; Shimamura, Akiko; Grimes, Graeme; Kao, Emeline M.; Denhoff, Erica R.; Blatnik, Ana; Ben-Isvy, Daniel; Wang, Lily; Helm, Benjamin M.; Firth, Helen; Breman, Amy M.; Bijlsma, Emilia K.; Iwata-Otsubo, Aiko; de Ravel, Thomy J. L.; Fusaro, Vincent; Fryer, Alan; Nykamp, Keith; Stühn, Lara G.; Haack, Tobias B.; Korenke, G. Christoph; Constantinou, Panayiotis; Bujakowska, Kinga M.; Low, Karen J.; Place, Emily; Humberson, Jennifer; Napier, Melanie P.; Hoffman, Jessica; Juusola, Jane; Deardorff, Matthew A.; Shao, Wanqing; Rockowitz, Shira; Krantz, Ian; Kaur, Maninder; Raible, Sarah; Dortenzio, Victoria; Kliesch, Sabine; Singer-Berk, Moriel; Groopman, Emily; DiTroia, Stephanie; Ballal, Sonia; Srivastava, Siddharth; Rothfelder, Kathrin; Biskup, Saskia; Rzasa, Jessica; Kerkhof, Jennifer; McConkey, Haley; Sadikovic, Bekim; Hilton, Sarah; Banka, Siddharth; Tüttelmann, Frank; Conrad, Donald F.; O'Donnell-Luria, Anne; Talkowski, Michael E.; FitzPatrick, David R.; Boone, Philip M.; Medical and Molecular Genetics, School of MedicineHeterozygous missense variants and in-frame indels in SMC3 are a cause of Cornelia de Lange syndrome (CdLS), marked by intellectual disability, growth deficiency, and dysmorphism, via an apparent dominant-negative mechanism. However, the spectrum of manifestations associated with SMC3 loss-of-function variants has not been reported, leading to hypotheses of alternative phenotypes or even developmental lethality. We used matchmaking servers, patient registries, and other resources to identify individuals with heterozygous, predicted loss-of-function (pLoF) variants in SMC3, and analyzed population databases to characterize mutational intolerance in this gene. Here, we show that SMC3 behaves as an archetypal haploinsufficient gene: it is highly constrained against pLoF variants, strongly depleted for missense variants, and pLoF variants are associated with a range of developmental phenotypes. Among 14 individuals with SMC3 pLoF variants, phenotypes were variable but coalesced on low growth parameters, developmental delay/intellectual disability, and dysmorphism, reminiscent of atypical CdLS. Comparisons to individuals with SMC3 missense/in-frame indel variants demonstrated an overall milder presentation in pLoF carriers. Furthermore, several individuals harboring pLoF variants in SMC3 were nonpenetrant for growth, developmental, and/or dysmorphic features, and some had alternative symptomatologies with rational biological links to SMC3. Analyses of tumor and model system transcriptomic data and epigenetic data in a subset of cases suggest that SMC3 pLoF variants reduce SMC3 expression but do not strongly support clustering with functional genomic signatures of typical CdLS. Our finding of substantial population-scale LoF intolerance in concert with variable growth and developmental features in subjects with SMC3 pLoF variants expands the scope of cohesinopathies, informs on their allelic architecture, and suggests the existence of additional clearly LoF-constrained genes whose disease links will be confirmed only by multilayered genomic data paired with careful phenotyping.