Polygenic Risk Scores, Physical Activity and Causality in Cardiometabolic Diseases (GenActive)

The GenActive study will investigate causal relationships between genetic predisposition, physical activity, and cardiometabolic disease using large population data sets, polygenic risk scores, and genetically controlled longitudinal designs. In addition, we will use monozygotic twin pairs that are discordant for disease status to investigate potential mechanisms that influence disease development.

Table of contents

Project duration
-
Core fields of research
Physical activity, health and wellbeing
Research areas
Active aging
JYU.Well
Physical activity, wellbeing and behaviour change across the life-span
Molecular mechanisms of exercise and health
Co-operation
Institute for Molecular Medicine Finland; Norwegian University of Science and Technology, Cardiac Exercise Research Group (CERG); Wellbeing Services County of Central Finland
Faculty
Faculty of Sport and Health Sciences
Funding
Research Council of Finland
PƤivikki and Sakari Sohlberg Foundation Juho Vainio Foundation

Project description

Animal and twin studies that have been able to control for the effect of genetics have challenged the consensus that physical activity causally reduces the incidence of major public health diseases and mortality. Multifactorial phenotypes, such as physical activity or cardiometabolic disease, are explained by a large number of gene variants that individually have very little explanatory power but collectively describe an individual's genetic susceptibility to a trait or disease. The effect of these hundreds of thousands of gene variants is summarized in polygenic risk scores, which this research team has also generated for physical activity.

The study will investigate causal relationships between genetic predisposition, physical activity, and cardiometabolic disease using large population data sets, polygenic risk scores, and genetically controlled longitudinal designs. In addition, we will use monozygotic twin pairs that are discordant for disease status to investigate potential mechanisms that influence disease development.

Publications

Publication
2025
Available through Open Access

Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease
Herranen, PƤivi
Waller, Katja
Joensuu, Laura
Palviainen, Teemu
Laakkonen, Eija K..
Kaprio, Jaakko
SillanpƤƤ, Elina
Publication
2025
Available through Open Access

British Journal of Sports Medicine
Joensuu, Laura
Koivunen, Kaisa
Tynkkynen, Niko Paavo
Palviainen, Teemu
Kaprio, Jaakko
FinnGen Consortium
Klevjer, Marie
Ƙvretveit, Karsten
WislĆøff, Ulrik
Bye, Anja
Ekelund, Ulf
SillanpƤƤ, Elina
Publication
2025
Available through Open Access

European Journal of Epidemiology
KankaanpƤƤ, Anna
Tolvanen, Asko
Joensuu, Laura
Waller, Katja
Heikkinen, Aino
Kaprio, Jaakko
Ollikainen, Miina
SillanpƤƤ, Elina
Publication
2024
Available through Open Access

Medicine and Science in Sports and Exercise
Joensuu, Laura
Waller, Katja
KankaanpƤƤ, Anna
Palviainen, Teemu
Kaprio, Jaakko
SillanpƤƤ, Elina
Publication
2024
Available through Open Access

Medicine and Science in Sports and Exercise
Silventoinen, Karri
Maia, Jose
Sillanpaa, Elina
Sund, Reijo
Gouveia, Elvio R.
Antunes, Antonio
Marques, Goncalo
Thomis, Martine
Kaprio, Jaakko
Freitas, Duarte
Publication
2024
Available through Open Access

Journals of Gerontology Series A: Biological Sciences and Medical Sciences
Herranen, PƤivi
Koivunen, Kaisa
Palviainen, Teemu
Kujala, Urho M.
Ripatti, Samuli
Kaprio, Jaakko
SillanpƤƤ, Elina
FinnGen
Publication
2024
Available through Open Access

International Journal of Obesity
Fƶhr, Tiina
Hendrix, Arne
KankaanpƤƤ, Anna
Laakkonen, Eija K.
Kujala, Urho
PietilƤinen, Kirsi H.
LehtimƤki, Terho
KƤhƶnen, Mika
Raitakari, Olli
Wang, Xiaoling
Kaprio, Jaakko
Ollikainen, Miina
SillanpƤƤ, Elina
Publication
2023
Available through Open Access

European Journal of Epidemiology
Tynkkynen, Niko Paavo
TƶrmƤkangas, Timo
Palviainen, Teemu
HyvƤrinen, Matti
Klevjer, Marie
Joensuu, Laura
Kujala, Urho
Kaprio, Jaakko
Bye, Anja
SillanpƤƤ, Elina
Publication
2023
Available through Open Access

Journals of Gerontology Series A : Biological Sciences and Medical Sciences
Fƶhr, Tiina
Waller, Katja
Viljanen, Anne
Rantanen, Taina
Kaprio, Jaakko
Ollikainen, Miina
SillanpƤƤ, Elina
Publication
2023
Available through Open Access

International Journal of Cancer
SievƤnen, Tero
Korhonen, Tia‐Marje
Jokela, Tiina
Ahtiainen, Maarit
Lahtinen, Laura
Kuopio, Teijo
Lepistƶ, Anna
SillanpƤƤ, Elina
Mecklin, Jukka‐Pekka
SeppƤlƤ, Toni T.
Laakkonen, Eija K.
Publication
2022
Available through Open Access

Medicine and Science in Sports and Exercise
Herranen, PƤivi
Palviainen, Teemu
Rantanen, Taina
Tiainen, Kristina
Viljanen, Anne
Kaprio, Jaakko
SillanpƤƤ, Elina
Publication
2022
Available through Open Access

eLife
KankaanpƤƤ, Anna
Tolvanen, Asko
Heikkinen, Aino
Kaprio, Jaakko
Ollikainen, Miina
SillanpƤƤ, Elina

Project team

External members

Jaakko Kaprio

Professor

Miina Ollikainen

Senior Researcher