Reporting and interpreting decision curve analysis: a guide for investigators

B Van Calster, L Wynants, JFM Verbeek, JY Verbakel… - European urology, 2018 - Elsevier
Context Urologists regularly develop clinical risk prediction models to support clinical
decisions. In contrast to traditional performance measures, decision curve analysis (DCA) …

Developing and evaluating polygenic risk prediction models for stratified disease prevention

N Chatterjee, J Shi, M García-Closas - Nature Reviews Genetics, 2016 - nature.com
Abstract Knowledge of genetics and its implications for human health is rapidly evolving in
accordance with recent events, such as discoveries of large numbers of disease …

New insights into the genetic etiology of Alzheimer's disease and related dementias

C Bellenguez, F Küçükali, IE Jansen, L Kleineidam… - Nature …, 2022 - nature.com
Abstract Characterization of the genetic landscape of Alzheimer's disease (AD) and related
dementias (ADD) provides a unique opportunity for a better understanding of the associated …

Genome-wide meta-analysis identifies 93 risk loci and enables risk prediction equivalent to monogenic forms of venous thromboembolism

J Ghouse, V Tragante, G Ahlberg, SA Rand… - Nature …, 2023 - nature.com
We report a genome-wide association study of venous thromboembolism (VTE)
incorporating 81,190 cases and 1,419,671 controls sampled from six cohorts. We identify 93 …

Trans-ancestry genome-wide association meta-analysis of prostate cancer identifies new susceptibility loci and informs genetic risk prediction

DV Conti, BF Darst, LC Moss, EJ Saunders, X Sheng… - Nature …, 2021 - nature.com
Prostate cancer is a highly heritable disease with large disparities in incidence rates across
ancestry populations. We conducted a multiancestry meta-analysis of prostate cancer …

An open approach to systematically prioritize causal variants and genes at all published human GWAS trait-associated loci

E Mountjoy, EM Schmidt, M Carmona… - Nature …, 2021 - nature.com
Genome-wide association studies (GWASs) have identified many variants associated with
complex traits, but identifying the causal gene (s) is a major challenge. In the present study …

Characterizing prostate cancer risk through multi-ancestry genome-wide discovery of 187 novel risk variants

A Wang, J Shen, AA Rodriguez, EJ Saunders, F Chen… - Nature …, 2023 - nature.com
The transferability and clinical value of genetic risk scores (GRSs) across populations
remain limited due to an imbalance in genetic studies across ancestrally diverse …

PROBAST: a tool to assess risk of bias and applicability of prediction model studies: explanation and elaboration

KGM Moons, RF Wolff, RD Riley, PF Whiting… - Annals of internal …, 2019 - acpjournals.org
Prediction models in health care use predictors to estimate for an individual the probability
that a condition or disease is already present (diagnostic model) or will occur in the future …

Genetic markers of type 2 diabetes: Progress in genome‐wide association studies and clinical application for risk prediction: 2 型糖尿病的遗传标记: 风险预测的全 …

X Wang, G Strizich, Y Hu, T Wang… - Journal of …, 2016 - Wiley Online Library
摘要2 型糖尿病已经成为全球公共卫生的主要挑战. 迄今为止, 通过全基因组关联研究(genome‐
wide association studies, GWAS) 总共已经鉴定出了83 个2 型糖尿病易感位点. 为了发现2 …

A nomogram for predicting overall survival in patients with low‐grade endometrial stromal sarcoma: a population‐based analysis

J Wu, H Zhang, L Li, M Hu, L Chen, B Xu… - Cancer …, 2020 - Wiley Online Library
Background Low‐grade endometrial stromal sarcoma (LG‐ESS) is a rare tumor that lacks a
prognostic prediction model. Our study aimed to develop a nomogram to predict overall …