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 …

Diabetes in China: epidemiology and genetic risk factors and their clinical utility in personalized medication

C Hu, W Jia - Diabetes, 2018 - Am Diabetes Assoc
The incidence of type 2 diabetes (T2D) has rapidly increased over recent decades, and T2D
has become a leading public health challenge in China. Compared with European …

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 …

Risk prediction of diabetes: big data mining with fusion of multifarious physical examination indicators

H Yang, Y Luo, X Ren, M Wu, X He, B Peng, K Deng… - Information …, 2021 - Elsevier
Diabetes is a global epidemic. Long-term exposure to hyperglycemia can cause chronic
damage to various tissues. Thus, early diagnosis of diabetes is crucial. In this study, we …

Type 2 diabetes as a disease of ectopic fat?

N Sattar, JMR Gill - BMC medicine, 2014 - Springer
Background Although obesity and diabetes commonly co-exist, the evidence base to
support obesity as the major driver of type 2 diabetes mellitus (T2DM), and the mechanisms …

Predicting polygenic obesity using genetic information

RJF Loos, ACJW Janssens - Cell metabolism, 2017 - cell.com
Except in rare cases, obesity tends to be a consequence of both an unhealthy lifestyle and a
genetic susceptibility to gain weight. With more than 200 common genetic variants identified …

Multi-omics profiling: the way toward precision medicine in metabolic diseases

C Hu, W Jia - Journal of molecular cell biology, 2021 - academic.oup.com
Metabolic diseases including type 2 diabetes mellitus (T2DM), non-alcoholic fatty liver
disease (NAFLD), and metabolic syndrome (MetS) are alarming health burdens around the …

A review of emerging technologies for the management of diabetes mellitus

K Zarkogianni, E Litsa, K Mitsis, PY Wu… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Objective: High prevalence of diabetes mellitus (DM) along with the poor health outcomes
and the escalated costs of treatment and care poses the need to focus on prevention, early …

Polygenic type 2 diabetes prediction at the limit of common variant detection

JL Vassy, MF Hivert, B Porneala, M Dauriz… - Diabetes, 2014 - Am Diabetes Assoc
Genome-wide association studies (GWAS) may have reached their limit of detecting
common type 2 diabetes (T2D)–associated genetic variation. We evaluated the performance …

A Mendelian randomization study of the effect of type-2 diabetes on coronary heart disease

OS Ahmad, JA Morris, M Mujammami… - Nature …, 2015 - nature.com
In observational studies, type-2 diabetes (T2D) is associated with an increased risk of
coronary heart disease (CHD), yet interventional trials have shown no clear effect of glucose …