Polygenic and clinical risk scores and their impact on age at onset and prediction of cardiometabolic diseases and common cancers

N Mars, JT Koskela, P Ripatti, TTJ Kiiskinen… - Nature medicine, 2020 - nature.com
Polygenic risk scores (PRSs) have shown promise in predicting susceptibility to common
diseases,–. We estimated their added value in clinical risk prediction of five common …

[HTML][HTML] Electrocardiogram-based heart age estimation by a deep learning model provides more information on the incidence of cardiovascular disorders

CH Chang, CS Lin, YS Luo, YT Lee… - Frontiers in Cardiovascular …, 2022 - frontiersin.org
Objective The biological age progression of the heart varies from person to person. We
developed a deep learning model (DLM) to predict the biological age via ECG to explore its …

Integration of questionnaire-based risk factors improves polygenic risk scores for human coronary heart disease and type 2 diabetes

M Tamlander, N Mars, M Pirinen… - Communications …, 2022 - nature.com
Large-scale biobank initiatives and commercial repositories store genomic data collected
from millions of individuals, and tools to leverage the rapidly growing pool of health and …

Association between change in cardiovascular risk scores and future cardiovascular disease: analyses of data from the Whitehall II longitudinal, prospective cohort …

JV Lindbohm, PN Sipilä, N Mars, A Knüppel… - The Lancet Digital …, 2021 - thelancet.com
Background Evaluation of cardiovascular disease risk in primary care, which is
recommended every 5 years in middle-aged and older adults (typical age range 40–75 …

Acute myocardial infarction triggered by physical exertion: a systematic review and meta-analysis

V Čulić, A Alturki, R Vio, R Proietti… - European Journal of …, 2023 - academic.oup.com
Aims While regular physical activity has clear benefits to cardiovascular health, physical
exertion can trigger acute myocardial infarction (AMI). We aimed to estimate how many AMIs …

Machine learning approach to classify cardiovascular disease in patients with nonalcoholic fatty liver disease in the UK Biobank Cohort

D Sharma, N Gotlieb, ME Farkouh, K Patel… - Journal of the …, 2022 - Am Heart Assoc
Background Nonalcoholic fatty liver disease (NAFLD) is the most prevalent liver disease
worldwide. Cardiovascular disease (CVD) is the leading cause of mortality among patients …

The interface of therapeutics and genomics in cardiovascular medicine

EF Magavern, JC Kaski, RM Turner… - … Drugs and Therapy, 2021 - Springer
Pharmacogenomics has a burgeoning role in cardiovascular medicine, from warfarin dosing
to antiplatelet choice, with recent developments in sequencing bringing the promise of …

Aortic pulse wave velocity as adjunct risk marker for assessing cardiovascular disease risk: prospective study

CA Valencia-Hernández, JV Lindbohm, MJ Shipley… - …, 2022 - Am Heart Assoc
Background: Aortic pulse wave velocity is a noninvasive measure of aortic stiffness and
arterial aging. Its current value in cardiovascular risk estimation practice is unknown. We …

Using the photoplethysmography method to monitor age-related changes in the cardiovascular system

B Djurić, K Žikić, Z Nestorović… - Frontiers in …, 2023 - frontiersin.org
Introduction: Aging is a physiological process characterized by progressive changes in all
organ systems. In the last few decades, the elderly population has been growing, so the …

Predicting the long‐term outcomes of biologics in patients with psoriasis using machine learning

S Emam, AX Du, P Surmanowicz… - British Journal of …, 2020 - academic.oup.com
1 Hafner C, Toll A, Gantner S et al. Keratinocytic epidermal nevi are associated with mosaic
RAS mutations. J Med Genet 2012; 49: 249–53. 2 Hafner C, van Oers JM, Vogt T et al …