Polygenic risk score, healthy lifestyles, and risk of incident depression
Genetic factors increase the risk of depression, but the extent to which this can be offset by modifiable lifestyle factors is unknown. We investigated whether a combination of healthy lifestyles is associated with lower risk of depression regardless of ...
Zhi Cao+6 more
doaj +2 more sources
Using LDpred2 to adapt polygenic risk score techniques for methylation score creation [PDF]
Objective This study sought to determine if the R package LDpred2, designed for polygenic risk score creation for genome-wide association studies using summary statistics, could be adapted for deriving DNA methylation scores from methylome-wide ...
Kristoffer Sandås+6 more
doaj +2 more sources
Stacked neural network for predicting polygenic risk score [PDF]
In recent years, the utility of polygenic risk scores (PRS) in forecasting disease susceptibility from genome-wide association studies (GWAS) results has been widely recognised.
Sun bin Kim+4 more
doaj +2 more sources
Psychosis Endophenotypes: A Gene-Set-Specific Polygenic Risk Score Analysis [PDF]
BACKGROUND AND HYPOTHESIS: Endophenotypes can help to bridge the gap between psychosis and its genetic predispositions, but their underlying mechanisms remain largely unknown.
Alizadeh, Behrooz Z+47 more
core +9 more sources
Schizophrenia polygenic risk score and psychotic risk detection [PDF]
Michele Poletti+2 more
openalex +5 more sources
Polygenic Risk Scores and Physical Activity [PDF]
ABSTRACT Purpose Polygenic risk scores (PRS) summarize genome-wide genotype data into a single variable that produces an individual-level risk score for genetic liability. PRS has been used for prediction of chronic diseases and some risk factors. As PRS has been studied less for physical activity (PA), we constructed
Kujala, Urho M.+13 more
openaire +7 more sources
Polygenic Score Models for Alzheimer’s Disease: From Research to Clinical Applications
The high prevalence of Alzheimer’s disease (AD) among the elderly population and its lack of effective treatments make this disease a critical threat to human health.
Xiaopu Zhou+9 more
doaj +1 more source
A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease
A polygenic risk score for coronary artery disease developed using data from individuals of five different ancestries has increased accuracy across diverse populations.
A. Patel+19 more
semanticscholar +1 more source
Calculating Polygenic Risk Scores (PRS) in UK Biobank: A Practical Guide for Epidemiologists
A polygenic risk score estimates the genetic risk of an individual for some disease or trait, calculated by aggregating the effect of many common variants associated with the condition.
Jennifer A. Collister+2 more
doaj +1 more source
Polygenic Risk Scores for Subtyping of Schizophrenia [PDF]
Schizophrenia is a complex disorder with many comorbid conditions. In this study, we used polygenic risk scores (PRSs) from schizophrenia and comorbid traits to explore consistent cluster structure in schizophrenia patients. With 10 comorbid traits, we found a stable 4-cluster structure in two datasets (MGS and SSCCS).
Jingchun Chen+9 more
openaire +4 more sources