Epigenetic prediction of complex traits and death
نویسندگان
چکیده
منابع مشابه
Genetic and epigenetic contribution to complex traits.
Much of the recent advances in functional genomics owe to developments in next-generation sequencing technology, which has contributed to the exponential increase of genomic data available for different human disease and population samples. With functional sequencing assays available to query both the transcriptome and the epigenome, annotation of the non-coding, regulatory genome is steadily i...
متن کاملMapping the epigenetic basis of complex traits.
Quantifying the impact of heritable epigenetic variation on complex traits is an emerging challenge in population genetics. Here, we analyze a population of isogenic Arabidopsis lines that segregate experimentally induced DNA methylation changes at hundreds of regions across the genome. We demonstrate that several of these differentially methylated regions (DMRs) act as bona fide epigenetic qua...
متن کاملBeyond Missing Heritability: Prediction of Complex Traits
Despite rapid advances in genomic technology, our ability to account for phenotypic variation using genetic information remains limited for many traits. This has unfortunately resulted in limited application of genetic data towards preventive and personalized medicine, one of the primary impetuses of genome-wide association studies. Recently, a large proportion of the "missing heritability" for...
متن کاملPoly-omic prediction of complex traits: OmicKriging.
High-confidence prediction of complex traits such as disease risk or drug response is an ultimate goal of personalized medicine. Although genome-wide association studies have discovered thousands of well-replicated polymorphisms associated with a broad spectrum of complex traits, the combined predictive power of these associations for any given trait is generally too low to be of clinical relev...
متن کاملAssessing the Impact of Transgenerational Epigenetic Variation on Complex Traits
Loss or gain of DNA methylation can affect gene expression and is sometimes transmitted across generations. Such epigenetic alterations are thus a possible source of heritable phenotypic variation in the absence of DNA sequence change. However, attempts to assess the prevalence of stable epigenetic variation in natural and experimental populations and to quantify its impact on complex traits ha...
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ژورنال
عنوان ژورنال: Genome Biology
سال: 2018
ISSN: 1474-760X
DOI: 10.1186/s13059-018-1514-1