2024 ESC Guidelines for the management of atrial fibrillation developed in collaboration with the European Association for Cardio-Thoracic Surgery (EACTS) …

IC Van Gelder, M Rienstra, KV Bunting… - European Heart …, 2024 - academic.oup.com
• The specific situation of the patient. Unless otherwise provided for by national regulations,
off-label use of medication should be limited to situations where it is in the patient's interest …

15 years of GWAS discovery: realizing the promise

A Abdellaoui, L Yengo, KJH Verweij… - The American Journal of …, 2023 - cell.com
It has been 15 years since the advent of the genome-wide association study (GWAS) era.
Here, we review how this experimental design has realized its promise by facilitating an …

A multi-ancestry polygenic risk score improves risk prediction for coronary artery disease

AP Patel, M Wang, Y Ruan, S Koyama, SL Clarke… - Nature Medicine, 2023 - nature.com
Identification of individuals at highest risk of coronary artery disease (CAD)—ideally before
onset—remains an important public health need. Prior studies have developed genome …

Atlas of plasma NMR biomarkers for health and disease in 118,461 individuals from the UK Biobank

H Julkunen, A Cichońska, M Tiainen, H Koskela… - Nature …, 2023 - nature.com
Blood lipids and metabolites are markers of current health and future disease risk. Here, we
describe plasma nuclear magnetic resonance (NMR) biomarker data for 118,461 …

Principles and methods for transferring polygenic risk scores across global populations

L Kachuri, N Chatterjee, J Hirbo, DJ Schaid… - Nature Reviews …, 2024 - nature.com
Polygenic risk scores (PRSs) summarize the genetic predisposition of a complex human trait
or disease and may become a valuable tool for advancing precision medicine. However …

2021 ESC Guidelines on cardiovascular disease prevention in clinical practice: Developed by the Task Force for cardiovascular disease prevention in clinical practice …

FLJ Visseren, F Mach, YM Smulders… - European heart …, 2021 - academic.oup.com
Atherosclerotic cardiovascular (CV) disease (ASCVD) incidence and mortality rates are
declining in many countries in Europe, but it is still a major cause of morbidity and mortality …

Genome-wide association studies

E Uffelmann, QQ Huang, NS Munung… - Nature Reviews …, 2021 - nature.com
Genome-wide association studies (GWAS) test hundreds of thousands of genetic variants
across many genomes to find those statistically associated with a specific trait or disease …

Stroke genetics informs drug discovery and risk prediction across ancestries

A Mishra, R Malik, T Hachiya, T Jürgenson, S Namba… - Nature, 2022 - nature.com
Previous genome-wide association studies (GWASs) of stroke—the second leading cause of
death worldwide—were conducted predominantly in populations of European ancestry …

Large-scale genome-wide association study of coronary artery disease in genetically diverse populations

C Tcheandjieu, X Zhu, AT Hilliard, SL Clarke… - Nature medicine, 2022 - nature.com
We report a genome-wide association study (GWAS) of coronary artery disease (CAD)
incorporating nearly a quarter of a million cases, in which existing studies are integrated with …

Machine learning in drug discovery: a review

S Dara, S Dhamercherla, SS Jadav, CHM Babu… - Artificial intelligence …, 2022 - Springer
This review provides the feasible literature on drug discovery through ML tools and
techniques that are enforced in every phase of drug development to accelerate the research …