Calibrated prediction intervals for polygenic scores across diverse contexts

K Hou, Z Xu, Y Ding, R Mandla, Z Shi, K Boulier… - Nature Genetics, 2024 - nature.com
Polygenic scores (PGS) have emerged as the tool of choice for genomic prediction in a wide
range of fields. We show that PGS performance varies broadly across contexts and …

Genetic variation across and within individuals

Z Yu, THH Coorens, MM Uddin, KG Ardlie… - Nature Reviews …, 2024 - nature.com
Germline variation and somatic mutation are intricately connected and together shape
human traits and disease risks. Germline variants are present from conception, but they vary …

What Causes Premature Coronary Artery Disease?

A Le, H Peng, D Golinsky, M Di Scipio, R Lali… - Current Atherosclerosis …, 2024 - Springer
Abstract Purpose of Review This review provides an overview of genetic and non-genetic
causes of premature coronary artery disease (pCAD). Recent Findings pCAD refers to …

Ancestry-specific polygenic risk scores are risk enhancers for clinical cardiovascular disease assessments

GB Busby, S Kulm, A Bolli, J Kintzle… - Nature …, 2023 - nature.com
Clinical implementation of new prediction models requires evaluation of their utility in a
broad range of intended use populations. Here we develop and validate ancestry-specific …

Clinical utility of polygenic risk scores for embryo selection: a points to consider statement of the American College of Medical Genetics and Genomics (ACMG)

TA Grebe, G Khushf, JM Greally, P Turley, N Foyouzi… - Genetics in …, 2024 - Elsevier
Polygenic risk score (PRS) assessment for embryo selection (hereafter referred to as
preimplantation testing for polygenic disorder [PGT-P]) is an emerging reproductive …

Towards personalized TSH reference ranges: A genetic and population-based approach in three independent cohorts

A Kuś, RBTM Sterenborg, EB Haug, TE Galesloot… - Thyroid, 2024 - liebertpub.com
Background: Serum thyroid-stimulating hormone (TSH) measurement is the diagnostic
cornerstone for primary thyroid dysfunction. There is high inter-individual but limited intra …

Polygenic risk score for blood pressure and lifestyle factors with overall and CVD mortality: a prospective cohort study in a Japanese population

R Fujii, A Hishida, M Nakatochi, H Okumiyama… - Hypertension …, 2024 - nature.com
Although previous polygenic risk score (PRS) studies for cardiovascular disease (CVD)
focused on incidence, few studies addressed CVD mortality and quantified risks by …

Polygenic Risk Scores for Glaucoma Onset in the Ocular Hypertension Treatment Study

RK Singh, Y Zhao, T Elze, J Fingert… - JAMA …, 2024 - jamanetwork.com
Importance Primary open-angle glaucoma (POAG) is a highly heritable disease, with 127
identified risk loci to date. Polygenic risk score (PRS) may provide a clinically useful …

Somatic and germline variants and coronary heart disease in a Chinese population

K Zhao, X Shen, H Liu, Z Lin, J Li, S Chen, F Liu… - JAMA …, 2024 - jamanetwork.com
Importance The genetic basis of coronary heart disease (CHD) has expanded from a
germline to somatic genome, including clonal hematopoiesis of indeterminate potential …

Clinical data mining: challenges, opportunities, and recommendations for translational applications

H Qiao, Y Chen, C Qian, Y Guo - Journal of Translational Medicine, 2024 - Springer
Clinical data mining of predictive models offers significant advantages for re-evaluating and
leveraging large amounts of complex clinical real-world data and experimental comparison …