OMICs Signatures Linking Persistent Organic Pollutants to Cardiovascular Disease in the Swedish Mammography Cohort
Journal article, 2024

Cardiovascular disease (CVD) development may be linked to persistent organic pollutants (POPs), including organochlorine compounds (OCs) and perfluoroalkyl and polyfluoroalkyl substances (PFAS). To explore underlying mechanisms, we investigated metabolites, proteins, and genes linking POPs with CVD risk. We used data from a nested case-control study on myocardial infarction (MI) and stroke from the Swedish Mammography Cohort - Clinical (n = 657 subjects). OCs, PFAS, and multiomics (9511 liquid chromatography-mass spectrometry (LC-MS) metabolite features; 248 proteins; 8110 gene variants) were measured in baseline plasma. POP-related omics features were selected using random forest followed by Spearman correlation adjusted for confounders. From these, CVD-related omics features were selected using conditional logistic regression. Finally, 29 (for OCs) and 12 (for PFAS) unique features associated with POPs and CVD. One omics subpattern, driven by lipids and inflammatory proteins, associated with MI (OR = 2.03; 95% CI = 1.47; 2.79), OCs, age, and BMI, and correlated negatively with PFAS. Another subpattern, driven by carnitines, associated with stroke (OR = 1.55; 95% CI = 1.16; 2.09), OCs, and age, but not with PFAS. This may imply that OCs and PFAS associate with different omics patterns with opposite effects on CVD risk, but more research is needed to disentangle potential modifications by other factors.

metabolomics

persistent organic pollutants

nested case-control study

proteomics

multiomics

genetics

cardiovascular disease

Author

Tessa Schillemans

Karolinska Institutet

Yingxiao Yan

Chalmers, Life Sciences, Food and Nutrition Science

Anton Ribbenstedt

Chalmers, Life Sciences, Infrastructures

Carolina Donat Vargas

University of Barcelona

Karolinska Institutet

Christian H. Lindh

Lund University

Hannu Kiviranta

National Institute for Health and Welfare

Panu Rantakokko

National Institute for Health and Welfare

Alicja Wolk

Karolinska Institutet

Rikard Landberg

Umeå University

Chalmers, Life Sciences, Food and Nutrition Science

Agneta Åkesson

Karolinska Institutet

Carl Brunius

Chalmers, Life Sciences, Food and Nutrition Science

Uppsala University

Environmental Science & Technology

0013-936X (ISSN) 1520-5851 (eISSN)

Vol. 58 2 1036-1047

Subject Categories (SSIF 2011)

Environmental Health and Occupational Health

DOI

10.1021/acs.est.3c06388

PubMed

38174696

More information

Latest update

9/25/2026