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Genomic risk score offers predictive performance comparable to clinical risk factors for ischaemic stroke
- Source :
- Nature Communications, Nature Communications, Vol 10, Iss 1, Pp 1-10 (2019), Nature Communications 10(1), 5819 (2019). doi:10.1038/s41467-019-13848-1, essn: 2041-1723, nlmid: 101528555, PubMed Central, Apollo, DOAJ-Articles, OpenAIRE
- Publication Year :
- 2019
- Publisher :
- Nature Publishing Group UK, 2019.
-
Abstract
- Recent genome-wide association studies in stroke have enabled the generation of genomic risk scores (GRS) but their predictive power has been modest compared to established stroke risk factors. Here, using a meta-scoring approach, we develop a metaGRS for ischaemic stroke (IS) and analyse this score in the UK Biobank (n = 395,393; 3075 IS events by age 75). The metaGRS hazard ratio for IS (1.26, 95% CI 1.22–1.31 per metaGRS standard deviation) doubles that of a previous GRS, identifying a subset of individuals at monogenic levels of risk: the top 0.25% of metaGRS have three-fold risk of IS. The metaGRS is similarly or more predictive compared to several risk factors, such as family history, blood pressure, body mass index, and smoking. We estimate the reductions needed in modifiable risk factors for individuals with different levels of genomic risk and suggest that, for individuals with high metaGRS, achieving risk factor levels recommended by current guidelines may be insufficient to mitigate risk.<br />Stroke risk is influenced by genetic and lifestyle factors and previously a genomic risk score (GRS) for stroke was proposed, albeit with limited predictive power. Here, Abraham et al. develop a metaGRS that is composed of several stroke-related GRSs and demonstrate improved predictive power compared with individual GRS or classic risk factors.
- Subjects :
- 0301 basic medicine
Male
General Physics and Astronomy
Datasets as Topic
Blood Pressure
Disease
Comorbidity
epidemiology [United Kingdom]
Genome-wide association studies
Body Mass Index
Brain Ischemia
692/617/375/534
0302 clinical medicine
epidemiology [Smoking]
Family history
lcsh:Science
Medical History Taking
Stroke
2. Zero hunger
0303 health sciences
Multidisciplinary
Framingham Risk Score
methods [Genomics]
Hazard ratio
Smoking
Genomics
Middle Aged
3. Good health
Predictive value of tests
Female
ddc:500
Risk assessment
692/499
medicine.medical_specialty
Science
631/208/205/2138
631/208/212/2166
genetics [Brain Ischemia]
Polymorphism, Single Nucleotide
Risk Assessment
General Biochemistry, Genetics and Molecular Biology
Article
38/43
03 medical and health sciences
Predictive Value of Tests
Internal medicine
medicine
epidemiology [Brain Ischemia]
Humans
Genetic Predisposition to Disease
cardiovascular diseases
Risk factor
Author Correction
030304 developmental biology
Aged
business.industry
fungi
General Chemistry
Guideline
medicine.disease
Personalized medicine
United Kingdom
methods [Risk Assessment]
030104 developmental biology
Blood pressure
Risk factors
lcsh:Q
business
Body mass index
030217 neurology & neurosurgery
Genome-Wide Association Study
Subjects
Details
- Language :
- English
- ISSN :
- 20411723
- Volume :
- 10
- Database :
- OpenAIRE
- Journal :
- Nature Communications
- Accession number :
- edsair.doi.dedup.....025033106b3c37aaa10ce8de9c9e2c58