[HTML][HTML] Genetics of cardiovascular disease: How far are we from personalized CVD risk prediction and management?

M Vrablik, D Dlouha, V Todorovova, D Stefler… - International journal of …, 2021 - mdpi.com
Despite the rapid progress in diagnosis and treatment of cardiovascular disease (CVD), this
disease remains a major cause of mortality and morbidity. Recent progress over the last two …

Addressing the challenge of biomedical data inequality: An artificial intelligence perspective

Y Gao, T Sharma, Y Cui - Annual review of biomedical data …, 2023 - annualreviews.org
Artificial intelligence (AI) and other data-driven technologies hold great promise to transform
healthcare and confer the predictive power essential to precision medicine. However, the …

Risk of early-onset depression associated with polygenic liability, parental psychiatric history, and socioeconomic status

E Agerbo, BB Trabjerg, AD Børglum, AJ Schork… - JAMA …, 2021 - jamanetwork.com
Importance Combining information on polygenic risk scores (PRSs) with other known risk
factors could potentially improve the identification of risk of depression in the general …

[PDF][PDF] Combined utility of 25 disease and risk factor polygenic risk scores for stratifying risk of all-cause mortality

A Meisner, P Kundu, YD Zhang, LV Lan, S Kim… - The American Journal of …, 2020 - cell.com
While genome-wide association studies have identified susceptibility variants for numerous
traits, their combined utility for predicting broad measures of health, such as mortality …

Utility of polygenic embryo screening for disease depends on the selection strategy

T Lencz, D Backenroth, E Granot-Hershkovitz, A Green… - Elife, 2021 - elifesciences.org
Polygenic risk scores (PRSs) have been offered since 2019 to screen in vitro fertilization
embryos for genetic liability to adult diseases, despite a lack of comprehensive modeling of …

[HTML][HTML] Polyneuro risk scores capture widely distributed connectivity patterns of cognition

N Byington, G Grimsrud, MA Mooney… - Developmental …, 2023 - Elsevier
Resting-state functional connectivity (RSFC) is a powerful tool for characterizing brain
changes, but it has yet to reliably predict higher-order cognition. This may be attributed to …

[HTML][HTML] Performance of polygenic risk scores in screening, prediction, and risk stratification: secondary analysis of data in the Polygenic Score Catalog

AD Hingorani, J Gratton, C Finan, AF Schmidt… - BMJ …, 2023 - ncbi.nlm.nih.gov
Performance of polygenic risk scores in screening, prediction, and risk stratification: secondary
analysis of data in the Polygenic Score Catalog - PMC Back to Top Skip to main content NIH …

[HTML][HTML] Evaluating the use of blood pressure polygenic risk scores across race/ethnic background groups

N Kurniansyah, MO Goodman, AT Khan, J Wang… - Nature …, 2023 - nature.com
We assess performance and limitations of polygenic risk scores (PRSs) for multiple blood
pressure (BP) phenotypes in diverse population groups. We compare “clumping-and …

[HTML][HTML] An ensemble penalized regression method for multi-ancestry polygenic risk prediction

J Zhang, J Zhan, J Jin, C Ma, R Zhao… - Nature …, 2024 - nature.com
Great efforts are being made to develop advanced polygenic risk scores (PRS) to improve
the prediction of complex traits and diseases. However, most existing PRS are primarily …

[HTML][HTML] The genetic basis of hypertriglyceridemia

GD Carrasquilla, MR Christiansen… - Current atherosclerosis …, 2021 - Springer
Abstract Purpose of Review Hypertriglyceridemia is a common dyslipidemia associated with
an increased risk of cardiovascular disease and pancreatitis. Severe hypertriglyceridemia …