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Phenome-wide association studies across large population cohorts support drug target validation
- Source :
- Nature Communications, Nature Communications, Vol 9, Iss 1, Pp 1-13 (2018)
- Publication Year :
- 2017
-
Abstract
- Phenome-wide association studies (PheWAS) have been proposed as a possible aid in drug development through elucidating mechanisms of action, identifying alternative indications, or predicting adverse drug events (ADEs). Here, we select 25 single nucleotide polymorphisms (SNPs) linked through genome-wide association studies (GWAS) to 19 candidate drug targets for common disease indications. We interrogate these SNPs by PheWAS in four large cohorts with extensive health information (23andMe, UK Biobank, FINRISK, CHOP) for association with 1683 binary endpoints in up to 697,815 individuals and conduct meta-analyses for 145 mapped disease endpoints. Our analyses replicate 75% of known GWAS associations (P<br />Testing the association between genetic variants and a range of phenotypes can assist drug development. Here, in a phenome-wide association study in up to 697,815 individuals, Diogo et al. identify genotype–phenotype associations predicting efficacy, alternative indications or adverse drug effects.
- Subjects :
- 0301 basic medicine
Interferon-Induced Helicase, IFIH1
Databases, Factual
General Physics and Astronomy
Genome-wide association study
Disease
Bioinformatics
WHOLE-GENOME ASSOCIATION
Cohort Studies
Drug Discovery
GENETIC INFLUENCES
Medicine
Molecular Targeted Therapy
SYSTEMIC-LUPUS-ERYTHEMATOSUS
lcsh:Science
Multidisciplinary
LARGE-SCALE
Genetic Pleiotropy
Biobank
3142 Public health care science, environmental and occupational health
3. Good health
FALSE DISCOVERY RATE
Phenotype
Drug development
CORONARY-ARTERY-DISEASE
Science
Single-nucleotide polymorphism
Phenome
Polymorphism, Single Nucleotide
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
Thromboembolism
Humans
Genetic Predisposition to Disease
Genetic Association Studies
Genetic association
business.industry
Membrane Proteins
Reproducibility of Results
General Chemistry
Lipase
RISK LOCI
Asthma
United Kingdom
ELECTRONIC HEALTH RECORDS
BODY-MASS INDEX
030104 developmental biology
3121 General medicine, internal medicine and other clinical medicine
lcsh:Q
3111 Biomedicine
business
Body mass index
INFLAMMATORY-BOWEL-DISEASE
Genome-Wide Association Study
Subjects
Details
- ISSN :
- 20411723
- Volume :
- 9
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Nature communications
- Accession number :
- edsair.doi.dedup.....4f8e9e4e09560f2e89e5a7b3bde30020