Åsa Johansson – The role of genetic and lifestyle factors on human health and on the risk of common diseases
Many people will develop a common disease at some point in their lives, such as cancer, stroke, heart attack, or diabetes. Our research aims to understand how genetics and lifestyle interact to influence disease risk, how these effects differ between men and women, and the role of hormonal factors.
Common diseases are complex and influenced by many genetic, environmental, and lifestyle factors, many of which remain unknown. We also seek to understand the molecular pathways through which these factors act and why disease risk varies between individuals.
Improved precision medicine
By combining genetic and molecular analyses of blood samples with large-scale epidemiological data, we map the impact of different risk factors and investigate who benefits most from preventive measures and treatments. Ultimately, our goal is to advance precision medicine, tailoring healthcare to everyone’s unique biological profile, to more effectively prevent disease, improve health, and deliver more targeted and personalized care.
Identifying high-risk individuals
In our research we combine advanced statistical methods and machine learning with both hypothesis-driven and data-driven approaches to understand disease risk and biology. We work with large-scale cohorts integrating multi-omics and multi-modal data, as well as clinical studies, including pragmatic trials and nationwide health registers covering the entire Swedish population.
This combination allows us to uncover novel disease mechanisms, identify high-risk individuals, and evaluate preventive and therapeutic strategies in real-world settings. By leveraging both comprehensive population-level data and detailed molecular information, we aim to translate complex biological insights into actionable knowledge for precision medicine.
We focus on four main areas of research:
1. Characterizing molecular pathways linking risk factors to disease
We investigate why some individuals develop disease while others remain healthy by studying the molecular mechanisms connecting genetic and lifestyle risk factors to disease. By integrating genetic, molecular, and multi-omics analyses with detailed clinical and epidemiological data, we map the biological pathways through which these risk factors act. This approach helps us identify potential targets for prevention and treatment and improves our understanding of individual variability in disease risk.
2. Investigating sex- and age-specific differences in disease risk
We investigate how genetic, lifestyle, and environmental factors interact differently across sexes, contributing to differences in disease susceptibility and progression. We also examine how the timing and duration of exposure to risk factors can influence disease risk across the lifespan. This approach uncovers why certain individuals are more susceptible to disease at specific stages of life and supports the development of more effective, sex- and age-informed prevention strategies.
3. Understanding the role of hormonal factors
We investigate how both endogenous hormones produced naturally by the body and exogenous hormones introduced through hormonal contraceptives or menopausal hormone therapy influence disease risk. Our research explores the molecular pathways mediating these effects and clarifies how hormones interact with genetic and lifestyle factors to shape individual susceptibility to diseases such as stroke, cancer, and metabolic disorders.
4. Identifying high-risk individuals for precision prevention and treatment
We use genetic and molecular data to identify individuals at high risk of developing common diseases. By integrating information from polygenic risk scores, rare pathogenic variant, or other omics data, we can better predict who is most likely to benefit from specific preventive measures or treatments. This approach allows for targeted interventions and treatments matched to everyone’s risk profile, ultimately improving treatment efficiency and health outcomes on an individual level.

Group members
Publications
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Part of Breast Cancer Research, 2026
- DOI for Distinct genetic profiles of obesity have different effects on breast cancer risk: leveraging Mendelian randomisation to interrogate causal pathways and identify mediating proteins
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Genetic and molecular signatures highlight diverse pathways linking obesity to type 2 diabetes
Part of Nature Communications, 2026
- DOI for Genetic and molecular signatures highlight diverse pathways linking obesity to type 2 diabetes
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Breast cancer risk during oral contraceptive use in women with high polygenic risk
Part of Breast Cancer Research, 2025
- DOI for Breast cancer risk during oral contraceptive use in women with high polygenic risk
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Hormonal Contraceptive Formulations and Breast Cancer Risk in Adolescents and Premenopausal Women
Part of JAMA Oncology, p. 1497-1506, 2025
- DOI for Hormonal Contraceptive Formulations and Breast Cancer Risk in Adolescents and Premenopausal Women
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Part of NAR Genomics and Bioinformatics, 2025
- DOI for Improving accuracy in genome-wide association studies: a two-step approach for handling below limit of detection biomarker measurements
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Oral contraceptive use increases bone density and reduces the risk of osteoporosis
Part of European Journal of Epidemiology, p. 1123-1131, 2025
- DOI for Oral contraceptive use increases bone density and reduces the risk of osteoporosis
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Precision Omics Initiative Sweden (PROMISE) will integrate research with healthcare
Part of Nature Medicine, p. 1730-1732, 2025
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Part of Genome Research, p. 2377-2388, 2025
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Part of Science Advances, 2025
- DOI for Time-resolved Mendelian randomization detects substantial variation in the detrimental effect of obesity throughout life
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Part of Upsala Journal of Medical Sciences, 2025
- DOI for Toll-like receptor 4 (TLR-4) polymorphisms and asthma risk in rural and urban settings: findings from the UK biobank
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Part of The BMJ, 2024
- DOI for Contemporary menopausal hormone therapy and risk of cardiovascular disease - a Swedish nationwide register-based emulated target trial
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Genotyping oral contraceptive users for venous thromboembolism risk
Part of American Journal of Obstetrics and Gynecology, 2024
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Part of Kidney International Reports, p. 1849-1859, 2024
- DOI for Prioritization of Kidney Cell Types Highlights Myofibroblast Cells in Regulating Human Blood Pressure
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The genetic landscape of neuro-related proteins in human plasma
Part of Nature Human Behaviour, p. 2222-2234, 2024
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Part of American Journal of Obstetrics and Gynecology, 2024
- DOI for The risk of venous thromboembolism in oral contraceptive users: the role of genetic factors-a prospective cohort study of 240,000 women in the UK Biobank
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Adiposity and sex-specific cancer risk.
Part of Cancer Cell, p. 1186-11970000, 2023
- DOI for Adiposity and sex-specific cancer risk.
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An atlas of genetic scores to predict multi-omic traits
Part of Nature, p. 123-131, 2023
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Part of Arthritis & Rheumatology, p. 2027-2035, 2023
- DOI for Body Mass Index and the Risk of Rheumatic Disease: Linear and Nonlinear Mendelian Randomization Analyses
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Building a precision medicine infrastructure at a national level: The Swedish experience.
Part of Cambridge prisms. Precision medicine, 2023
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Copy number variations and their effect on the plasma proteome
Part of Genetics, 2023
- DOI for Copy number variations and their effect on the plasma proteome
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Part of Rheumatology, p. 2101-2108, 2023
- DOI for Effects of oral contraceptives and menopausal hormone therapy on the risk of rheumatoid arthritis: a prospective cohort study
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Part of Forensic Science International, 2023
- DOI for Forensic prediction of sex, age, height, body mass index, hip-to-waist ratio, smoking status and lipid lowering drugs using epigenetic markers and plasma proteins
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Genetic insights into resting heart rate and its role in cardiovascular disease
Part of Nature Communications, 2023
- DOI for Genetic insights into resting heart rate and its role in cardiovascular disease
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Part of Nature Immunology, p. 1540-1551, 2023
- DOI for Genetics of circulating inflammatory proteins identifies drivers of immune-mediated disease risk and therapeutic targets
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Illuminating the 'healthy obese' phenotype
Part of Nature Metabolism, p. 193-194, 2023
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Polygenic risk scores and risk stratification in deep vein thrombosis
Part of Thrombosis Research, p. 151-162, 2023
- DOI for Polygenic risk scores and risk stratification in deep vein thrombosis
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Population-based cohort study of oral contraceptive use and risk of depression
Part of Epidemiology and Psychiatric Sciences, 2023
- DOI for Population-based cohort study of oral contraceptive use and risk of depression
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Part of Journal of Internal Medicine, p. 378-396, 2023
- DOI for Precision medicine in complex diseases-Molecular subgrouping for improved prediction and treatment stratification.
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A multi-omics study of circulating phospholipid markers of blood pressure
Part of Scientific Reports, 2022
- DOI for A multi-omics study of circulating phospholipid markers of blood pressure
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Part of Nature Communications, 2022
- DOI for Contribution of rare whole-genome sequencing variants to plasma protein levels and the missing heritability
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Gene-based variant analysis of whole-exome sequencing in relation to eosinophil count
Part of Frontiers in Immunology, 2022
- DOI for Gene-based variant analysis of whole-exome sequencing in relation to eosinophil count
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Genetic Landscape of the ACE2 Coronavirus Receptor
Part of Circulation, p. 1398-1411, 2022
- DOI for Genetic Landscape of the ACE2 Coronavirus Receptor
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Part of Nature Genetics, p. 1332-1344, 2022
- DOI for Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention
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Implementing precision medicine in a regionally organized healthcare system in Sweden.
Part of Nature Medicine, p. 1980-1982, 2022
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Investigating the Effect of Estradiol Levels on the Risk of Breast, Endometrial, and Ovarian Cancer
Part of Journal of the Endocrine Society, 2022
- DOI for Investigating the Effect of Estradiol Levels on the Risk of Breast, Endometrial, and Ovarian Cancer
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Oral Contraceptives, Hormone Replacement Therapy, and Stroke Risk
Part of Stroke, p. 3107-3115, 2022
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A combined genome-wide association and molecular study of age-related hearing loss in H. sapiens
Part of BMC Medicine, 2021
- DOI for A combined genome-wide association and molecular study of age-related hearing loss in H. sapiens
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Causal effects of inflammatory protein biomarkers on inflammatory diseases
Part of Science Advances, 2021
- DOI for Causal effects of inflammatory protein biomarkers on inflammatory diseases
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Part of American Journal of Hematology, p. 1350-1362, 2021
- DOI for Characterization of the human ABO genotypes and their association to common inflammatory and cardiovascular diseases in the UK Biobank
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DNA methylation in cord blood in association with prenatal depressive symptoms
Part of Clinical Epigenetics, 2021
- DOI for DNA methylation in cord blood in association with prenatal depressive symptoms
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Part of Journal of Clinical Endocrinology and Metabolism, 2021
- DOI for Genome-Wide Association Study of Estradiol Levels and the Causal Effect of Estradiol on Bone Mineral Density
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Immune cells lacking Y chromosome show dysregulation of autosomal gene expression
Part of Cellular and Molecular Life Sciences (CMLS), p. 4019-4033, 2021
- DOI for Immune cells lacking Y chromosome show dysregulation of autosomal gene expression
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Part of Scientific Reports, 2021
- DOI for Inflammation-related plasma protein levels and association with adiposity measurements in young adults
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Part of medRxiv : the preprint server for health sciences, p. 1-28, 2021
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Part of American Journal of Psychiatry, p. 625-634, 2021
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Technological readiness and implementation of genomic-driven precision medicine for complex diseases
Part of Journal of Internal Medicine, p. 602-620, 2021
- DOI for Technological readiness and implementation of genomic-driven precision medicine for complex diseases
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Time-dependent effects of oral contraceptive use on breast, ovarian and endometrial cancers
Part of Cancer Research, p. 1153-1162, 2021
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Genomic and drug target evaluation of 90 cardiovascular proteins in 30,931 individuals
Part of Nature Metabolism, p. 1135-1148, 2020
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Associations of autozygosity with a broad range of human phenotypes
Part of Nature Communications, 2019
- DOI for Associations of autozygosity with a broad range of human phenotypes
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Part of Nature Medicine, p. 1390-1395, 2019
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Epigenome-wide association study of lung function level and its change
Part of European Respiratory Journal, 2019
- DOI for Epigenome-wide association study of lung function level and its change
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Part of Human Molecular Genetics, p. 4022-4041, 2019
- DOI for Genome-wide association analysis of 350 000 Caucasians from the UK Biobank identifies novel loci for asthma, hay fever and eczema
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Part of Nature Communications, 2019
- DOI for Genome-wide association study of body fat distribution identifies adiposity loci and sex-specific genetic effects
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Part of Scientific Reports, 2019
- DOI for Improved power and precision with whole genome sequencing data in genome-wide association studies of inflammatory biomarkers
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Part of Frontiers in Genetics, 2018
- DOI for A Meta-Analysis of Genome-Wide Association Studies of Growth Differentiation Factor-15 Concentration in Blood
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Breast-feeding and risk of asthma, hay fever, and eczema
Part of Journal of Allergy and Clinical Immunology, p. 1157-+, 2018
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Part of Nature Genetics, p. 1412-1425, 2018
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Genetic variants influencing phenotypic variance heterogeneity
Part of Human Molecular Genetics, p. 799-810, 2018
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Meta-analysis of exome array data identifies six novel genetic loci for lung function.
Part of Wellcome open research, 2018
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Part of Scientific Reports, 2018
- DOI for Systemic and specific effects of antihypertensive and lipid-lowering medication on plasma protein biomarkers for cardiovascular diseases
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1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function.
Part of Scientific Reports, 2017
- DOI for 1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function.
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Epigenome-wide DNA methylation study of IgE concentration in relation to self-reported allergies
Part of Epigenomics, p. 407-418, 2017
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Part of PLOS Genetics, 2017
- DOI for Gene-environment interaction study for BMI reveals interactions between genetic factors and physical activity, alcohol consumption and socioeconomic status.
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Part of Nature Genetics, p. 403-415, 2017
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Genome-wide physical activity interactions in adiposity: A meta-analysis of 200,452 adults.
Part of PLOS Genetics, 2017
- DOI for Genome-wide physical activity interactions in adiposity: A meta-analysis of 200,452 adults.
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Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease
Part of PLOS Genetics, 2017
- DOI for Mapping of 79 loci for 83 plasma protein biomarkers in cardiovascular disease
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Part of Hypertension, 2017
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Part of European Journal of Human Genetics, p. 1253-1260, 2017
- DOI for SweGen: a whole-genome data resource of genetic variability in a cross-section of the Swedish population
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Tea and coffee consumption in relation to DNA methylation in four European cohorts
Part of Human Molecular Genetics, p. 3221-3231, 2017
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Part of PLOS Genetics, 2017
- DOI for The relative contribution of DNA methylation and genetic variants on protein biomarkers for human diseases.
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A multiple-phenotype imputation method for genetic studies
Part of Nature Genetics, p. 466-472, 2016
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Part of Human Molecular Genetics, p. 4739-4748, 2016
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Part of Nature Communications, 2016
- DOI for Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function
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Part of Human Molecular Genetics, p. 1447-1456, 2016
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Part of Human Molecular Genetics, p. 817-827, 2016
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Part of Proceedings of the National Academy of Sciences of the United States of America, p. 14372-14377, 2016
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Part of Epigenomics, p. 5-7, 2016
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Directional dominance on stature and cognition in diverse human populations
Part of Nature, p. 459-462, 2015
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Part of Biomarkers, p. 355-364, 2015
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Effect of genetic variations on ticagrelor plasma levels and clinical outcomes
Part of European Heart Journal, p. 1901-1912, 2015
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Genetic studies of body mass index yield new insights for obesity biology
Part of Nature, p. 197-206, 2015
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Part of PLOS ONE, 2015
- DOI for Genome-Wide Association Study Identifies That the ABO Blood Group System Influences Interleukin-10 Levels and the Risk of Clinical Events in Patients with Acute Coronary Syndrome
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Homozygous loss-of-function variants in European cosmopolitan and isolate populations
Part of Human Molecular Genetics, p. 5464-5475, 2015
- DOI for Homozygous loss-of-function variants in European cosmopolitan and isolate populations
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Modulation of Genetic Associations with Serum Urate Levels by Body-Mass-Index in Humans
Part of PLOS ONE, 2015
- DOI for Modulation of Genetic Associations with Serum Urate Levels by Body-Mass-Index in Humans
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Part of Circulation, p. 498-506, 2015
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Protein profiling reveals consequences of lifestyle choices on predicted biological aging
Part of Scientific Reports, 2015
- DOI for Protein profiling reveals consequences of lifestyle choices on predicted biological aging
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Sixteen new lung function signals identified through 1000 Genomes Project reference panel imputation
Part of Nature Communications, 2015
- DOI for Sixteen new lung function signals identified through 1000 Genomes Project reference panel imputation
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Part of PLOS Genetics, 2015
- DOI for The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study
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Part of Nature Genetics, p. 1173-1186, 2014
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Genome-wide association analysis identifies six new loci associated with forced vital capacity
Part of Nature Genetics, p. 669-677, 2014
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Part of American Heart Journal, p. 96-102, 2014
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Smoke-related DNA methylation changes in the etiology of human disease
Part of Human Molecular Genetics, p. 2290-2297, 2014
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Part of Nature Communications, p. 4684, 2014
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Part of International Journal of Circumpolar Health, p. 421-427, 2013
- DOI for Animal source food intake and association with blood cholesterol, glycerophospholipids and sphingolipids in a northern Swedish population
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Part of Circulation, 2013
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Part of International Journal of Circumpolar Health, p. 516-517, 2013
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Common variants associated with plasma triglycerides and risk for coronary artery disease
Part of Nature Genetics, p. 1345-+, 2013
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Common Variants in Mendelian Kidney Disease Genes and Their Association with Renal Function
Part of Journal of the American Society of Nephrology, p. 2105-2117, 2013
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Continuous Aging of the Human DNA Methylome Throughout the Human Lifespan
Part of PLOS ONE, 2013
- DOI for Continuous Aging of the Human DNA Methylome Throughout the Human Lifespan
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Part of PLOS ONE, 2013
- DOI for Differential Gene Expression at the Maternal-Fetal Interface in Preeclampsia Is Influenced by Gestational Age
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