ArticleBMC genomics2015
Disease-associated variants in different categories of disease located in distinct regulatory elements.
Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 1 of them a synthesis that pooled it.
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Who cites it
41 citing papers in PubMed, 1 synthesis or guideline pooled it, 63 citations in OpenAlex.
- Meta-Analysis of Polymyositis and Dermatomyositis Microarray Data Reveals Novel Genetic Biomarkers.Genes · 2019Pooled it
- RNA Sequencing Resolves Cryptic Pathogenic Variants in Mitochondrial Disease.Annals of clinical and translational neurology · 2026Article
- Gene regulatory activity associated with polycystic ovary syndrome revealed DENND1A-dependent testosterone production.Nature communications · 2025Article
- Genomic Correlations, Shared Loci, and Drug Targets Between Polycystic Ovary Syndrome and Asthma: Insights From Genome-wide Association Analysis.The Journal of clinical endocrinology and metabolism · 2025Article
- Translating Muscle RNAseq Into the Clinic for the Diagnosis of Muscle Diseases.Annals of clinical and translational neurology · 2025Article
- Allele-specific binding variants causing ChIP-seq peak height of histone modification are not enriched in expression QTL annotations.Genetics, selection, evolution : GSE · 2024Article
- Gene-based association study of rare variants in children of diverse ancestries implicates TNFRSF21 in the development of allergic asthma.The Journal of allergy and clinical immunology · 2024Article
- Clinical RNA sequencing clarifies variants of uncertain significance identified by prior testing.Genetics in medicine open · 2024Article
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- A complementary approach for genetic diagnosis of inborn errors of immunity using proteogenomic analysis.PNAS nexus · 2023Article
- Web-accessible application for identifying pathogenic transcripts with RNA-seq: Increased sensitivity in diagnosis of neurodevelopmental disorders.American journal of human genetics · 2023Article
- Multi-omic association study identifies DNA methylation-mediated genotype and smoking exposure effects on lung function in children living in urban settings.PLoS genetics · 2023Article
- Genetic variation in histone modifications and gene expression identifies regulatory variants in the mammary gland of cattle.BMC genomics · 2022Article
- Deconstructing a Syndrome: Genomic Insights Into PCOS Causal Mechanisms and Classification.Endocrine reviews · 2022Article
- Clinical implementation of RNA sequencing for Mendelian disease diagnostics.Genome medicine · 2022Article
- Use of Next-Generation Sequencing for Identifying Mitochondrial Disorders.Current issues in molecular biology · 2022Review
- Technological Improvements in the Genetic Diagnosis of Rett Syndrome Spectrum Disorders.International journal of molecular sciences · 2021Review
- New gene discoveries in skeletal diseases with short stature.Endocrine connections · 2021Review
- Putative Causal Variants Are Enriched in Annotated Functional Regions From Six Bovine Tissues.Frontiers in genetics · 2021Article
- Exploring Common Therapeutic Targets for Neurodegenerative Disorders Using Transcriptome Study.Frontiers in genetics · 2021Article
Corrections and comments
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Authors and funding
11 authors at 1 institution in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe invention of high throughput sequencing technologies has led to the discoveries of hundreds of thousands of genetic variants associated with thousands of human diseases. Many of these genetic variants are located outside the protein coding regions, and as such, it is challenging to interpret the function of these genetic variants by traditional genetic approaches. Recent genome-wide functional genomics studies, such as FANTOM5 and ENCODE have uncovered a large number of regulatory elements across hundreds of different tissues or cell lines in the human genome. These findings provide an opportunity to study the interaction between regulatory elements and disease-associated genetic variants. Identifying these diseased-related regulatory elements will shed light on understanding the mechanisms of how these variants regulate gene expression and ultimately result in disease formation and progression.
resultsIn this study, we curated and categorized 27,558 Mendelian disease variants, 20,964 complex disease variants, 5,809 cancer predisposing germline variants, and 43,364 recurrent cancer somatic mutations. Compared against nine different types of regulatory regions from FANTOM5 and ENCODE projects, we found that different types of disease variants show distinctive propensity for particular regulatory elements. Mendelian disease variants and recurrent cancer somatic mutations are 22-fold and 10- fold significantly enriched in promoter regions respectively (q<0.001), compared with allele-frequency-matched genomic background. Separate from these two categories, cancer predisposing germline variants are 27-fold enriched in histone modification regions (q<0.001), 10-fold enriched in chromatin physical interaction regions (q<0.001), and 6-fold enriched in transcription promoters (q<0.001). Furthermore, Mendelian disease variants and recurrent cancer somatic mutations share very similar distribution across types of functional effects. We further found that regulatory regions are located within over 50% coding exon regions. Transcription promoters, methylation regions, and transcription insulators have the highest density of disease variants, with 472, 239, and 72 disease variants per one million base pairs, respectively.
conclusionsDisease-associated variants in different disease categories are preferentially located in particular regulatory elements. These results will be useful for an overall understanding about the differences among the pathogenic mechanisms of various disease-associated variants.
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