Etiqueta: AmJHumGenet
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Integrative analysis of gastric tissue transcriptomes and gastric cancer GWAS implicates candidate susceptibility genes
This study provides a comprehensive catalog of expression, splicing, and alternative polyadenylation QTLs in gastric tissues from Chinese individuals. Integration with gastric cancer GWAS data identified 34 susceptibility genes. Functional experiments …
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Data-driven RNA phenotyping captures genetically regulated dimensions of the transcriptome
Genetic variants can regulate many aspects of transcription, any of which could influence complex traits. We developed LaDDR, a method for generating latent data-driven RNA phenotypes from RNA sequencing read coverage. LaDDR substantially increases dis…
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Homologous recombination deficiency-driven genomic instability in ovarian cancer as an indicator of BRCA1 and BRCA2 variant pathogenicity
Genomic instability scores for HRD in high-grade ovarian cancer provide robust evidence for BRCA1 and BRCA2 variant classification according to ACMG/AMP criteria. Analysis of 4,943 tumors resulted in an evidence strengh of supporting pathogenic for HRD…
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Deciding “what” to screen for and “when”: The importance of natural history information
Natural history and age-of-onset data are critical for understanding the penetrance, expressivity, and progression of rare monogenic conditions. This perspective discusses challenges in defining and curating these data and considers how they may inform…
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Homologous recombination deficiency-driven genomic instability in ovarian cancer as an indicator of BRCA1 and BRCA2 variant pathogenicity
Genomic instability scores for HRD in high-grade ovarian cancer provide robust evidence for BRCA1 and BRCA2 variant classification according to ACMG/AMP criteria. Analysis of 4,943 tumors resulted in an evidence strengh of supporting pathogenic for HRD…
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Deciding “what” to screen for and “when”: The importance of natural history information
Natural history and age-of-onset data are critical for understanding the penetrance, expressivity, and progression of rare monogenic conditions. This perspective discusses challenges in defining and curating these data and considers how they may inform…
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Individuals who deviate from polygenic expectation are enriched for damaging variants in genes linked to rare disease
Polygenic scores stratify disease risk but often miss individual variation. We show that individuals whose traits deviate from polygenic expectation are enriched for rare, damaging variants. This misalignment framework supports a liability threshold mo…
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Integrating social determinants of health and genetic risk in disease risk models
Biji et al. present a scalable approach to quantify social determinants of health and integrate them into disease risk prediction models. By applying multiple correspondence analysis to All of Us biobank surveys, they generate embeddings that consisten…
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Integrating social determinants of health and genetic risk in disease risk models
Biji et al. present a scalable approach to quantify social determinants of health and integrate them into disease risk prediction models. By applying multiple correspondence analysis to All of Us biobank surveys, they generate embeddings that consisten…
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Individuals who deviate from polygenic expectation are enriched for damaging variants in genes linked to rare disease
Polygenic scores stratify disease risk but often miss individual variation. We show that individuals whose traits deviate from polygenic expectation are enriched for rare, damaging variants. This misalignment framework supports a liability threshold mo…