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1. Regulation of NC886 RNAs is associated with cardiometabolic risk factors, death and stroke

Author

Rajić, S., primary, Marttila, S., additional, Hutri-Kähönen, N., additional, Kähönen, M., additional, Lehtimäki, T., additional, Lyytikäinen, L.-P., additional, Mishra, P., additional, Mononen, N., additional, Raitakari, O., additional, Waldenberger, M., additional, Delerue, T., additional, März, W., additional, Kleber, M., additional, Harville, E., additional, Zhang, R., additional, and Raitoharju, E., additional

Published
2023
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4. Childhood dyslipidemia and carotid atherosclerotic plaque in adulthood:the Cardiovascular Risk in Young Finns Study

Author

Koskinen, J. S. (Juhani S.), Kytö, V. (Ville), Juonala, M. (Markus), Viikari, J. S. (Jorma S. A.), Nevalainen, J. (Jaakko), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Laitinen, T. P. (Tomi P.), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Magnussen, C. G. (Costan G.), Raitakari, O. T. (Olli T.), Koskinen, J. S. (Juhani S.), Kytö, V. (Ville), Juonala, M. (Markus), Viikari, J. S. (Jorma S. A.), Nevalainen, J. (Jaakko), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Laitinen, T. P. (Tomi P.), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Magnussen, C. G. (Costan G.), and Raitakari, O. T. (Olli T.)

Abstract

Background: Childhood exposure to dyslipidemia is associated with adult atherosclerosis, but it is unclear whether the long‐term risk associated with dyslipidemia is attenuated on its resolution by adulthood. We aimed to address this question by examining the links between childhood and adult dyslipidemia on carotid atherosclerotic plaques in adulthood. Methods and Results: The Cardiovascular Risk in Young Finns Study is a prospective follow‐up of children that began in 1980. Since then, follow‐up studies have been conducted regularly. In 2001 and 2007, carotid ultrasounds were performed on 2643 participants at the mean age of 36 years to identify carotid plaques and plaque areas. For childhood lipids, we exploited several risk factor measurements to determine the individual cumulative burden for each lipid during childhood. Participants were categorized into the following 4 groups based on their childhood and adult dyslipidemia status: no dyslipidemia (reference), incident, resolved, and persistent. Among individuals with carotid plaque, linear regression models were used to study the association of serum lipids with plaque area. The prevalence of plaque was 3.3% (N=88). In models adjusted for age, sex, and nonlipid cardiovascular risk factors, the relative risk for carotid plaque was 2.34 (95% CI, 0.91–6.00) for incident adult dyslipidemia, 3.00 (95% CI, 1.42–6.34) for dyslipidemia resolved by adulthood, and 5.23 (95% CI, 2.57–10.66) for persistent dyslipidemia. Carotid plaque area correlated with childhood total, low‐density lipoprotein, and non–high‐density lipoprotein cholesterol levels. Conclusions: Childhood dyslipidemia, even if resolved by adulthood, is a risk factor for adult carotid plaque. Furthermore, among individuals with carotid plaque, childhood lipids associate with plaque size. These findings highlight the importance of primordial prevention of dyslipidemia in childhood to reduce atherosclerosis development.

Published
2023

7. Does social intolerance vary according to cognitive styles, genetic cognitive capacity, or education?

Author

Saarinen, A. (Aino), Keltikangas-Järvinen, L. (Liisa), Dobewall, H. (Henrik), Cloninger, C. R. (C. Robert), Ahola-Olli, A. (Ari), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Raitakari, O. (Olli), Rovio, S. (Suvi), Ravaja, N. (Niklas), Saarinen, A. (Aino), Keltikangas-Järvinen, L. (Liisa), Dobewall, H. (Henrik), Cloninger, C. R. (C. Robert), Ahola-Olli, A. (Ari), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Raitakari, O. (Olli), Rovio, S. (Suvi), and Ravaja, N. (Niklas)

Abstract

Background: Low education, low cognitive abilities, and certain cognitive styles are suggested to predispose to social intolerance and prejudices. Evidence is, however, restricted by comparatively small samples, neglect of confounding variables and genetic factors, and a narrow focus on a single sort of prejudice. We investigated the relationships of education, polygenic cognitive potential, cognitive performance, and cognitive styles with social intolerance in adulthood over a 15-year follow-up. Methods: We used data from the prospective population-based Young Finns Study (n = 960‒1679). Social intolerance was evaluated with the Social Intolerance Scale in 1997, 2001, and 2011; cognitive performance with the Cambridge Neuropsychological Test Automated Battery in 2011; cognitive styles in 1997; and socioeconomic factors in 1980 (childhood) and 2011 (adulthood); and polygenic cognitive potential was calculated based on genome-wide association studies. Results: We found that nonrational thinking, polygenic cognitive potential, cognitive performance, or socioeconomic factors were not related to social intolerance. Regarding cognitive styles, low flexibility (B = –0.759, p < .001), high perseverance (B = 1.245, p < .001), and low persistence (B = –0.329, p < .001) predicted higher social intolerance consistently in the analyses. Discussion: When developing prejudice-reduction interventions, it should be considered that educational level or cognitive performance may not be crucial for development of social intolerance. Adopting certain cognitive styles may play more important roles in development of social intolerance.

Published
2022

8. Use of antibiotics and risk of type 2 diabetes, overweight and obesity:the Cardiovascular Risk in Young Finns Study and the national FINRISK study

Author

Nuotio, J. (Joel), Niiranen, T. (Teemu), Laitinen, T. T. (Tomi T.), Miller, J. (Jessica), Sabin, M. A. (Matthew A.), Havulinna, A. S. (Aki S.), Viikari, J. S. (Jorma S. A.), Rönnemaa, T. (Tapani), Hutri-Kähönen, N. (Nina), Laitinen, T. P. (Tomi P.), Tossavainen, P. (Päivi), Salomaa, V. (Veikko), Raitakari, O. T. (Olli T.), Burgner, D. P. (David P.), Juonala, M. (Markus), Nuotio, J. (Joel), Niiranen, T. (Teemu), Laitinen, T. T. (Tomi T.), Miller, J. (Jessica), Sabin, M. A. (Matthew A.), Havulinna, A. S. (Aki S.), Viikari, J. S. (Jorma S. A.), Rönnemaa, T. (Tapani), Hutri-Kähönen, N. (Nina), Laitinen, T. P. (Tomi P.), Tossavainen, P. (Päivi), Salomaa, V. (Veikko), Raitakari, O. T. (Olli T.), Burgner, D. P. (David P.), and Juonala, M. (Markus)

Abstract

Purpose: To investigate whether exposure to systemic antibiotics influences the risk of developing type 2 diabetes and overweight/obesity. Methods: The study sample comprised 2209 (110 with incident diabetes) participants from the population-based Cardiovascular Risk in Young Finns Study (YFS) aged 24–39 years in 2001. The exposure was national linked register data on purchased antibiotic courses between 1993 and 2001. Clinical examinations including BMI were conducted in 2001, 2007 and 2011. Participants with prevalent diabetes in 2001 were excluded. Data on type 2 diabetes was also obtained from two national registers until 2017. Data from four population-based National FINRISK studies were used for replication (N = 24,674, 1866 with incident diabetes). Results: Prior antibiotic exposure (> 5 versus 0–1 antibiotic courses) was associated with subsequent type 2 diabetes in both YFS (OR 2.29; 95%CI 1.33–3.96) and FINRISK (HR 1.73; 95%CI 1.51–1.99). An increased risk for type 2 diabetes was observed in YFS (OR 1.043; 95%CI 1.013–1.074) and FINRISK (HR 1.022; 95%CI 1.016–1.029) per course. Exposure to antibiotics increased the risk of overweight/obesity (BMI > 25 kg/m²) after a 10-year follow-up in YFS (OR 1.043; 95%CI 1.019–1.068) and in FINRISK (OR 1.023; 95%CI 1.018–1.029) at baseline per antibiotic course. Adjustments for confounders from early life in YFS and at baseline in FINRISK, including BMI, socioeconomic status, smoking, insulin, blood pressure, and physical activity, did not appreciably alter the findings. Conclusion: Our results show that exposure to antibiotics was associated with increased risk for future type 2 diabetes and overweight/obesity and support judicious antibiotic prescribing.

Published
2022

9. The relationship between temperament, polygenic score for intelligence and cognition:a population-based study of middle-aged adults

Author

Tölli, P. (Pekka), Keltikangas-Järvinen, L. (Liisa), Lehtimäki, T. (Terho), Ravaja, N. (Niklas), Hintsanen, M. (Mirka), Ahola-Olli, A. (Ari), Pahkala, K. (Katja), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Laitinen, T. T. (Tomi T.), Tossavainen, P. (Päivi), Taittonen, L. (Leena), Dobewall, H. (Henrik), Jokinen, E. (Eero), Raitakari, O. (Olli), Cloninger, C. R. (C. Robert), Rovio, S. (Suvi), Saarinen, A. (Aino), Tölli, P. (Pekka), Keltikangas-Järvinen, L. (Liisa), Lehtimäki, T. (Terho), Ravaja, N. (Niklas), Hintsanen, M. (Mirka), Ahola-Olli, A. (Ari), Pahkala, K. (Katja), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Laitinen, T. T. (Tomi T.), Tossavainen, P. (Päivi), Taittonen, L. (Leena), Dobewall, H. (Henrik), Jokinen, E. (Eero), Raitakari, O. (Olli), Cloninger, C. R. (C. Robert), Rovio, S. (Suvi), and Saarinen, A. (Aino)

Abstract

We investigated whether temperament modifies an association between polygenic intelligence potential and cognitive test performance in midlife. The participants (n = 1647, born between 1962 and 1977) were derived from the Young Finns Study. Temperament was assessed with Temperament and Character Inventory over a 15-year follow-up (1997, 2001, 2007, 2012). Polygenic intelligence potential was assessed with a polygenic score for intelligence. Cognitive performance (visual memory, reaction time, sustained attention, spatial working memory) was assessed with CANTAB in midlife. The PGSI was significantly associated with the overall cognitive performance and performance in visual memory, sustained attention and working memory tests but not reaction time test. Temperament did not correlate with polygenic score for intelligence and did not modify an association between the polygenic score and cognitive performance, either. High persistence was associated with higher visual memory (B = 0.092; FDR-adj. p = 0.007) and low harm avoidance with higher overall cognitive performance, specifically better reaction time (B = −0.102; FDR-adj; p = 0.007). The subscales of harm avoidance had different associations with cognitive performance: higher “anticipatory worry,” higher “fatigability,” and lower “shyness with strangers” were associated with lower cognitive performance, while the role of “fear of uncertainty” was subtest-related. In conclusion, temperament does not help or hinder one from realizing their genetic potential for intelligence. The overall modest relationships between temperament and cognitive performance advise caution if utilizing temperament-related information e.g. in working-life recruitments. Cognitive abilities may be influenced by temperament variables, such as the drive for achievement and anxiety about test performance, but they involve distinct systems of learning and memory.

Published
2022

11. Determining the timing of pubertal onset via a multicohort analysis of growth

Author

Syrjälä, E. (Essi), Niinikoski, H. (Harri), Virtanen, H. E. (Helena E.), Ilonen, J. (Jorma), Knip, M. (Mikael), Hutri-Kähönen, N. (Nina), Pahkala, K. (Katja), Raitakari, O. T. (Olli T.), Rodprasert, W. (Wiwat), Toppari, J. (Jorma), Virtanen, S. M. (Suvi M.), Veijola, R. (Riitta), Peltonen, J. (Jaakko), Nevalainen, J. (Jaakko), Tampere University, Health Sciences, Department of Paediatrics, Clinical Medicine, Pediatrics, Computing Sciences, HUS Children and Adolescents, Doctoral Programme in Clinical Research, Children's Hospital, and CAMM - Research Program for Clinical and Molecular Metabolism

Subjects
Male, Physiology, Growth, Adolescents, Cohort Studies, Families, Endocrinology, Medical Conditions, Risk Factors, 3123 Gynaecology and paediatrics, Medicine and Health Sciences, Breast, Age of Onset, Child, Children, 112 Statistics and probability, Finland, Biological Phenomena, Men, 3142 Public health care science, environmental and occupational health, Physiological Parameters, Research Design, Medicine, Female, Infants, Research Article, Childhood Obesity, Adolescent, Endocrine Disorders, Science, Research and Analysis Methods, Diabetes Mellitus, Humans, Women, Genitalia, Obesity, Endocrine Physiology, Puberty, Body Weight, Biology and Life Sciences, Models, Theoretical, Overweight, Body Height, 3141 Health care science, Age Groups, Metabolic Disorders, People and Places, Population Groupings, Forecasting
Abstract

Objective Growth-based determination of pubertal onset timing would be cheap and practical. We aimed to determine this timing based on pubertal growth markers. Secondary aims were to estimate the differences in growth between cohorts and identify the role of overweight in onset timing. Design This multicohort study includes data from three Finnish cohorts—the Type 1 Diabetes Prediction and Prevention (DIPP, N = 2,825) Study, the Special Turku Coronary Risk Factor Intervention Project (STRIP, N = 711), and the Boy cohort (N = 66). Children were monitored for growth and Tanner staging (except in DIPP). Methods The growth data were analyzed using a Super-Imposition by Translation And Rotation growth curve model, and pubertal onset analyses were run using a time-to-pubertal onset model. Results The time-to-pubertal onset model used age at peak height velocity (aPHV), peak height velocity (PHV), and overweight status as covariates, with interaction between aPHV and overweight status for girls, and succeeded in determining the onset timing. Cross-validation showed a good agreement (71.0% for girls, 77.0% for boys) between the observed and predicted onset timings. Children in STRIP were taller overall (girls: 1.7 [95% CI: 0.9, 2.5] cm, boys: 1.0 [0.3, 2.2] cm) and had higher PHV values (girls: 0.13 [0.02, 0.25] cm/year, boys: 0.35 [0.21, 0.49] cm/year) than those in DIPP. Boys in the Boy cohort were taller (2.3 [0.3, 4.2] cm) compared with DIPP. Overweight girls showed pubertal onset at 1.0 [0.7, 1.4] year earlier compared with other girls. In boys, there was no such difference. Conclusions The novel modeling approach provides an opportunity to evaluate the Tanner breast/genital stage–based pubertal onset timing in cohort studies including longitudinal data on growth but lacking pubertal follow-up.

Published
2021

12. Meta-analysis uncovers genome-wide significant variants for rapid kidney function decline

Author

Gorski, M. (Mathias), Jung, B. (Bettina), Li, Y. (Yong), Matias-Garcia, P.R. (Pamela R.), Wuttke, M. (Matthias), Coassin, S. (Stefan), Thio, C.H.L. (Chris H.L.), Kleber, M.E. (Marcus E.), Winkler, T.W. (Thomas W.), Wanner, V. (Veronika), Chai, J.-F. (Jin-Fang), Chu, A.Y. (Audrey Y), Cocca, M. (Massimiliano), Feitosa, M.F. (Mary Furlan), Ghasemi, S. (Sahar), Hoppmann, A. (Anselm), Horn, K. (Katrin), Li, M. (Man), Nutile, T. (Teresa), Scholz, M. (Markus), Sieber, K.B. (Karsten B.), Teumer, A. (Alexander), Tin, A. (Adrienne), Wang, J. (Judy), Tayo, B. (Bamidele), Ahluwalia, T.S. (Tarunveer Singh), Almgren, P. (Peter), Bakker, S.J.L. (Stephan), Banas, B. (Bernhard), Bansal, N. (Nisha), Biggs, M.L. (M.), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin), Brenner, H. (Hermann), Carroll, R.J. (Robert J.), Chalmers, J. (John), Chee, M.-L. (Miao-Li), Chee, M.-L. (Miao-Ling), Cheng, C.-Y. (Ching-Yu), Coresh, J. (Josef), de Borst, M.H. (Martin H.), Degenhardt, F. (Frauke), Eckardt, K.-U. (Kai-Uwe), Endlich, K. (Karlhans), Franke, A. (Andre), Freitag-Wolf, S. (Sandra), Gampawar, P. (Piyush), Gansevoort, R.T. (Ron), Ghanbari, M. (Mohsen), Gieger, C. (Christian), Hamet, P. (Pavel), Ho, K. (Kevin), Hofer, E. (Edith), Holleczek, B. (B.), Xian Foo, V.H. (Valencia Hui), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Ikram, M.A. (Arfan), Josyula, N.S. (Navya Shilpa), Kähönen, M. (Mika), Khor, C.C., Koenig, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kuhnel, B. (Brigitte), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Lieb, W. (Wolfgang), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (H. Marike), Franke, L. (Lude), van der Harst, P. (Pim), Matullo, G., Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Abecasis, G.R. (Gonçalo), Baras, A. (Aris), Cantor, M. (Michael), Coppola, G. (Giovanni), Economides, A. (Aris), Lotta, L.A. (Luca A.), Overton, J.D. (John D.), Reid, J.G. (Jeffrey G.), Shuldiner, A. (Alan), Beechert, C. (Christina), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Lattari, M. (Michael), Lopez, A. (Alexander), Schleicher, T.D. (Thomas D.), Padilla, M.S. (Maria Sotiropoulos), Toledo, K. (Karina), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Pradhan, M. (Manasi), Manoochehri, K. (Kia), Ulloa, R.H. (Ricardo H.), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Barnard, L. (Leland), Blumenfeld, A. (Andrew), Eom, G. (Gisu), Habegger, L. (Lukas), Hawes, A. (Alicia), Khalid, S. (Shareef), Maxwell, E.K. (Evan K.), Salerno, W. (William), Staples, J.C. (Jeffrey C.), Jones, M.B. (Marcus B.), Mitnaul, L.J. (Lyndon), Loos, R.J.F. (Ruth J.F.), Lukas, M.A. (Mary Ann), Lyytikäinen, L.-P. (Leo-Pekka), Meisinger, C. (Christa), Meitinger, T. (Thomas), Melander, O. (Olle), Milaneschi, Y. (Yuri), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Mychaleckyj, J.C. (Josyf), Nadkarni, G. (Girish), Nauck, M. (Matthias), Nikus, K. (Kjell), Ning, B. (Boting), Nolte, I.M. (Ilja), O'Donoghue, M.L. (Michelle L.), Orho-Melander, M. (Marju), Pendergrass, S.A. (Sarah), Penninx, B.W.J.H. (Brenda), Preuss, M. (Michael), Psaty, B.M. (Bruce M.), Raffield, L.M. (Laura M.), Raitakari, O. (Olli), Rettig, R. (Rainer), Rheinberger, M. (Myriam), Rice, K.M. (Kenneth M.), Rosenkranz, A.R. (Alexander R.), Rossing, K., Rotter, J.I. (Jerome I.), Sabanayagam, C. (Charumathi), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Schöttker, B. (Ben), Schulz, C.A. (Christina Alexandra), Sedaghat, S. (Sanaz), Shaffer, C.M. (Christian M.), Strauch, K. (Konstantin), Szymczak, S. (Silke), Taylor, K.D. (Kent D.), Tremblay, J. (Johanne), Chaker, L. (Layal), Most, P.J. (Peter) van der, Verweij, N. (Niek), Völker, U. (Uwe), Waldenberger, M. (Melanie), Wallentin, L.C. (Lars), Waterworth, D.M. (Dawn M.), White, H.D. (Harvey), Wilson, J.G. (James G.), Wong, T.-Y. (Tien-Yin), Woodward, M. (Mark), Yang, Q. (Qiong), Yasuda, M. (Masayuki), Yerges-Armstrong, L.M. (Laura), Zhang, Y. (Yan), Wanner, C. (Christoph), Böger, C.A. (Carsten), Köttgen, A. (Anna), Kronenberg, F. (Florian), Penninx, B.W.J.H., Heid, I.M. (Iris), Gorski, M. (Mathias), Jung, B. (Bettina), Li, Y. (Yong), Matias-Garcia, P.R. (Pamela R.), Wuttke, M. (Matthias), Coassin, S. (Stefan), Thio, C.H.L. (Chris H.L.), Kleber, M.E. (Marcus E.), Winkler, T.W. (Thomas W.), Wanner, V. (Veronika), Chai, J.-F. (Jin-Fang), Chu, A.Y. (Audrey Y), Cocca, M. (Massimiliano), Feitosa, M.F. (Mary Furlan), Ghasemi, S. (Sahar), Hoppmann, A. (Anselm), Horn, K. (Katrin), Li, M. (Man), Nutile, T. (Teresa), Scholz, M. (Markus), Sieber, K.B. (Karsten B.), Teumer, A. (Alexander), Tin, A. (Adrienne), Wang, J. (Judy), Tayo, B. (Bamidele), Ahluwalia, T.S. (Tarunveer Singh), Almgren, P. (Peter), Bakker, S.J.L. (Stephan), Banas, B. (Bernhard), Bansal, N. (Nisha), Biggs, M.L. (M.), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin), Brenner, H. (Hermann), Carroll, R.J. (Robert J.), Chalmers, J. (John), Chee, M.-L. (Miao-Li), Chee, M.-L. (Miao-Ling), Cheng, C.-Y. (Ching-Yu), Coresh, J. (Josef), de Borst, M.H. (Martin H.), Degenhardt, F. (Frauke), Eckardt, K.-U. (Kai-Uwe), Endlich, K. (Karlhans), Franke, A. (Andre), Freitag-Wolf, S. (Sandra), Gampawar, P. (Piyush), Gansevoort, R.T. (Ron), Ghanbari, M. (Mohsen), Gieger, C. (Christian), Hamet, P. (Pavel), Ho, K. (Kevin), Hofer, E. (Edith), Holleczek, B. (B.), Xian Foo, V.H. (Valencia Hui), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Ikram, M.A. (Arfan), Josyula, N.S. (Navya Shilpa), Kähönen, M. (Mika), Khor, C.C., Koenig, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kuhnel, B. (Brigitte), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Lieb, W. (Wolfgang), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (H. Marike), Franke, L. (Lude), van der Harst, P. (Pim), Matullo, G., Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Abecasis, G.R. (Gonçalo), Baras, A. (Aris), Cantor, M. (Michael), Coppola, G. (Giovanni), Economides, A. (Aris), Lotta, L.A. (Luca A.), Overton, J.D. (John D.), Reid, J.G. (Jeffrey G.), Shuldiner, A. (Alan), Beechert, C. (Christina), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Lattari, M. (Michael), Lopez, A. (Alexander), Schleicher, T.D. (Thomas D.), Padilla, M.S. (Maria Sotiropoulos), Toledo, K. (Karina), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Pradhan, M. (Manasi), Manoochehri, K. (Kia), Ulloa, R.H. (Ricardo H.), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Barnard, L. (Leland), Blumenfeld, A. (Andrew), Eom, G. (Gisu), Habegger, L. (Lukas), Hawes, A. (Alicia), Khalid, S. (Shareef), Maxwell, E.K. (Evan K.), Salerno, W. (William), Staples, J.C. (Jeffrey C.), Jones, M.B. (Marcus B.), Mitnaul, L.J. (Lyndon), Loos, R.J.F. (Ruth J.F.), Lukas, M.A. (Mary Ann), Lyytikäinen, L.-P. (Leo-Pekka), Meisinger, C. (Christa), Meitinger, T. (Thomas), Melander, O. (Olle), Milaneschi, Y. (Yuri), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Mychaleckyj, J.C. (Josyf), Nadkarni, G. (Girish), Nauck, M. (Matthias), Nikus, K. (Kjell), Ning, B. (Boting), Nolte, I.M. (Ilja), O'Donoghue, M.L. (Michelle L.), Orho-Melander, M. (Marju), Pendergrass, S.A. (Sarah), Penninx, B.W.J.H. (Brenda), Preuss, M. (Michael), Psaty, B.M. (Bruce M.), Raffield, L.M. (Laura M.), Raitakari, O. (Olli), Rettig, R. (Rainer), Rheinberger, M. (Myriam), Rice, K.M. (Kenneth M.), Rosenkranz, A.R. (Alexander R.), Rossing, K., Rotter, J.I. (Jerome I.), Sabanayagam, C. (Charumathi), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Schöttker, B. (Ben), Schulz, C.A. (Christina Alexandra), Sedaghat, S. (Sanaz), Shaffer, C.M. (Christian M.), Strauch, K. (Konstantin), Szymczak, S. (Silke), Taylor, K.D. (Kent D.), Tremblay, J. (Johanne), Chaker, L. (Layal), Most, P.J. (Peter) van der, Verweij, N. (Niek), Völker, U. (Uwe), Waldenberger, M. (Melanie), Wallentin, L.C. (Lars), Waterworth, D.M. (Dawn M.), White, H.D. (Harvey), Wilson, J.G. (James G.), Wong, T.-Y. (Tien-Yin), Woodward, M. (Mark), Yang, Q. (Qiong), Yasuda, M. (Masayuki), Yerges-Armstrong, L.M. (Laura), Zhang, Y. (Yan), Wanner, C. (Christoph), Böger, C.A. (Carsten), Köttgen, A. (Anna), Kronenberg, F. (Florian), Penninx, B.W.J.H., and Heid, I.M. (Iris)

Abstract

Rapid decline of glomerular filtration rate estimated from creatinine (eGFRcrea) is associated with severe clinical endpoints. In contrast to cross-sectionally assessed eGFRcrea, the genetic basis for rapid eGFRcrea decline is largely unknown. To help define this, we meta-analyzed 42 genome-wide association studies from the Chronic Kidney Diseases Genetics Consortium and United Kingdom Biobank to identify genetic loci for rapid eGFRcrea decline. Two definitions of eGFRcrea decline were used: 3 mL/min/1.73m2/year or more (“Rapid3”; encompassing 34,874 cases, 107,090 controls) and eGFRcrea decline 25% or more and eGFRcrea under 60 mL/min/1.73m2 at follow-up among those with eGFRcrea 60 mL/min/1.73m2 or more at baseline (“CKDi25”; encompassing 19,901 cases, 175,244 controls). Seven independent variants were identified across six loci for Rapid3 and/or CKDi25: consisting of five variants at four loci with genome-wide significance (near UMOD-PDILT (2), PRKAG2, WDR72, OR2S2) and two variants among 265 known eGFRcrea variants (near GATM, LARP4B). All these loci were novel for Rapid3 and/or CKDi25 and our bioinformatic follow-up prioritized varia

Published
2021
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13. Meta-analysis uncovers genome-wide significant variants for rapid kidney function decline

Author

Gorski, M, Jung, B, Li, Y, Matias-Garcia, PR, Wuttke, M, Coassin, S, Thio, CHL, Kleber, ME, Winkler, TW, Wanner, V, Chai, JF, Chu, AY, Cocca, M, Feitosa, MF, Ghasemi, S, Hoppmann, A, Horn, K, Li, M, Nutile, T, Scholz, M, Sieber, KB, Teumer, A, Tin, A, Wang, J, Tayo, BO, Ahluwalia, TS, Almgren, P, Bakker, SJL, Banas, B, Bansal, N, Biggs, ML, Boerwinkle, E, Bottinger, EP, Brenner, H, Carroll, RJ, Chalmers, J, Chee, ML, Cheng, CY, Coresh, J, de Borst, MH, Degenhardt, F, Eckardt, KU, Endlich, K, Franke, A, Freitag-Wolf, S, Gampawar, P, Gansevoort, RT, Ghanbari, M, Gieger, C, Hamet, P, Ho, K, Hofer, E, Holleczek, B, Xian Foo, VH, Hutri-Kähönen, N, Hwang, SJ, Ikram, MA, Josyula, NS, Kähönen, M, Khor, CC, Koenig, W, Kramer, H, Krämer, BK, Kühnel, B, Lange, LA, Lehtimäki, T, Lieb, W, Alizadeh, BZ, Boezen, HM, Franke, L, van der Harst, P, Navis, G, Rots, M, Snieder, H, Swertz, M, Wolffenbuttel, BHR, Wijmenga, C, Abecasis, G, Baras, A, Cantor, M, Coppola, G, Economides, A, Lotta, LA, Overton, JD, Reid, JG, Shuldiner, A, Beechert, C, Forsythe, C, Fuller, ED, Gu, Z, Lattari, M, Lopez, A, Schleicher, TD, Padilla, MS, Toledo, K, Widom, L, Wolf, SE, Pradhan, M, Manoochehri, K, Gorski, M, Jung, B, Li, Y, Matias-Garcia, PR, Wuttke, M, Coassin, S, Thio, CHL, Kleber, ME, Winkler, TW, Wanner, V, Chai, JF, Chu, AY, Cocca, M, Feitosa, MF, Ghasemi, S, Hoppmann, A, Horn, K, Li, M, Nutile, T, Scholz, M, Sieber, KB, Teumer, A, Tin, A, Wang, J, Tayo, BO, Ahluwalia, TS, Almgren, P, Bakker, SJL, Banas, B, Bansal, N, Biggs, ML, Boerwinkle, E, Bottinger, EP, Brenner, H, Carroll, RJ, Chalmers, J, Chee, ML, Cheng, CY, Coresh, J, de Borst, MH, Degenhardt, F, Eckardt, KU, Endlich, K, Franke, A, Freitag-Wolf, S, Gampawar, P, Gansevoort, RT, Ghanbari, M, Gieger, C, Hamet, P, Ho, K, Hofer, E, Holleczek, B, Xian Foo, VH, Hutri-Kähönen, N, Hwang, SJ, Ikram, MA, Josyula, NS, Kähönen, M, Khor, CC, Koenig, W, Kramer, H, Krämer, BK, Kühnel, B, Lange, LA, Lehtimäki, T, Lieb, W, Alizadeh, BZ, Boezen, HM, Franke, L, van der Harst, P, Navis, G, Rots, M, Snieder, H, Swertz, M, Wolffenbuttel, BHR, Wijmenga, C, Abecasis, G, Baras, A, Cantor, M, Coppola, G, Economides, A, Lotta, LA, Overton, JD, Reid, JG, Shuldiner, A, Beechert, C, Forsythe, C, Fuller, ED, Gu, Z, Lattari, M, Lopez, A, Schleicher, TD, Padilla, MS, Toledo, K, Widom, L, Wolf, SE, Pradhan, M, and Manoochehri, K

Abstract

Rapid decline of glomerular filtration rate estimated from creatinine (eGFRcrea) is associated with severe clinical endpoints. In contrast to cross-sectionally assessed eGFRcrea, the genetic basis for rapid eGFRcrea decline is largely unknown. To help define this, we meta-analyzed 42 genome-wide association studies from the Chronic Kidney Diseases Genetics Consortium and United Kingdom Biobank to identify genetic loci for rapid eGFRcrea decline. Two definitions of eGFRcrea decline were used: 3 mL/min/1.73m2/year or more (“Rapid3”; encompassing 34,874 cases, 107,090 controls) and eGFRcrea decline 25% or more and eGFRcrea under 60 mL/min/1.73m2 at follow-up among those with eGFRcrea 60 mL/min/1.73m2 or more at baseline (“CKDi25”; encompassing 19,901 cases, 175,244 controls). Seven independent variants were identified across six loci for Rapid3 and/or CKDi25: consisting of five variants at four loci with genome-wide significance (near UMOD-PDILT (2), PRKAG2, WDR72, OR2S2) and two variants among 265 known eGFRcrea variants (near GATM, LARP4B). All these loci were novel for Rapid3 and/or CKDi25 and our bioinformatic follow-up prioritized variants and genes underneath these loci. The OR2S2 locus is novel for any eGFRcrea trait including interesting candidates. For the five genome-wide significant lead variants, we found supporting effects for annual change in blood urea nitrogen or cystatin-based eGFR, but not for GATM or LARP4B. Individuals at high compared to those at low genetic risk (8-14 vs. 0-5 adverse alleles) had a 1.20-fold increased risk of acute kidney injury (95% confidence interval 1.08-1.33). Thus, our identified loci for rapid kidney function decline may help prioritize therapeutic targets and identify mechanisms and individuals at risk for sustained deterioration of kidney function.

Published
2021

14. Fatty liver index predicts incident risk of prediabetes, type 2 diabetes and non-alcoholic fatty liver disease (NAFLD)

Author

Cuthbertson, D. J. (Daniel J.), Koskinen, J. (Juha), Brown, E. (Emily), Magnussen, C. G. (Costan G.), Hutri-Kähönen, N. (Nina), Sabin, M. (Matthew), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Laitinen, T. (Tomi), Viikari, J. (Jorma), Raitakari, O. T. (Olli T.), Juonalaj, M. (Markus), Cuthbertson, D. J. (Daniel J.), Koskinen, J. (Juha), Brown, E. (Emily), Magnussen, C. G. (Costan G.), Hutri-Kähönen, N. (Nina), Sabin, M. (Matthew), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Laitinen, T. (Tomi), Viikari, J. (Jorma), Raitakari, O. T. (Olli T.), and Juonalaj, M. (Markus)

Abstract

Aims: To investigate the association between overweight/obesity and fatty liver index (FLI) on the odds of incident prediabetes/type 2 diabetes and non-alcoholic fatty liver disease (NAFLD) in 2020 participants after 10 years follow up. Methods: At baseline (in 2001) 2020 participants, males and females, aged 24–39 years, were stratified according to body mass index (BMI), normal weight (<25 kg/m²), overweight (≥25–<30 kg/m²), or obese (≥30 kg/m²) and FLI (as high FLI ≥60 or low FLI <60). We examined the incidence of prediabetes/type 2 diabetes and NAFLD (ultrasound assessed) over 10 years to 2011 to determine the relative impact of FLI and BMI. Results: 514 and 52 individuals developed prediabetes and type 2 diabetes during follow-up. Such individuals were older, with higher BMI, serum glucose, insulin, alanine aminotransferase (ALT) and triglyceride (TG) concentrations than those who did not develop prediabetes or type 2 diabetes (n = 1454). The additional presence of high FLI significantly increased the risk of developing prediabetes and type 2 diabetes above the risk of being overweight/obese. Compared with normal weight, low FLI participants, the odds of prediabetes were ∼2-fold higher and the odds of type 2 diabetes were 9–10-fold higher respectively in the overweight/obese, high FLI group. No difference was observed between normal weight, low FLI and overweight/obese and low FLI groups. Conclusions: An increased FLI significantly increases the odds of incident prediabetes, type 2 diabetes and NAFLD in individuals with overweight/obese highlighting the contributory role of liver fat accumulation in the pathophysiology of prediabetes/type 2 diabetes.

Published
2021

15. Association between number of siblings and cardiovascular risk factors in childhood and in adulthood:the Cardiovascular Risk in Young Finns Study

Author

Pihlman, J. (Jukka), Magnussen, C. G. (Costan G.), Rovio, S. P. (Suvi P.), Pahkala, K. (Katja), Jokinen, E. (Eero), Laitinen, T. P. (Tomi P.), Hutri-Kähönen, N. (Nina), Tossavainen, P. (Päivi), Taittonen, L. (Leena), Kähönen, M. (Mika), Viikari, J. S. (Jorma S. A.), Raitakari, O. T. (Olli T.), Juonala, M. (Markus), Nuotio, J. (Joel), Pihlman, J. (Jukka), Magnussen, C. G. (Costan G.), Rovio, S. P. (Suvi P.), Pahkala, K. (Katja), Jokinen, E. (Eero), Laitinen, T. P. (Tomi P.), Hutri-Kähönen, N. (Nina), Tossavainen, P. (Päivi), Taittonen, L. (Leena), Kähönen, M. (Mika), Viikari, J. S. (Jorma S. A.), Raitakari, O. T. (Olli T.), Juonala, M. (Markus), and Nuotio, J. (Joel)

Abstract

Objective: To determine the association of number of siblings on cardiovascular risk factors in childhood and in adulthood. Study design: In total, 3554 participants (51% female) from the Cardiovascular Risk in Young Finns Study with cardiovascular disease risk factor data at baseline 1980 (age 3–18 years) and 2491 participants with longitudinal risk factor data at the 2011 follow-up. Participants were categorized by number of siblings at baseline (0, 1, or more than 1). Risk factors (body mass index, physical activity, hypertension, dyslipidemia, and overweight, and metabolic syndrome) in childhood and in adulthood were used as outcomes. Analyses were adjusted for age and sex. Results: In childhood, participants without siblings had higher body mass index (18.2 kg/m², 95% CI 18.0-18.3) than those with 1 sibling (17.9 kg/m², 95% CI 17.8-18.0) or more than 1 sibling (17.8 kg/m², 95% CI 17.7-17.9). Childhood physical activity index was lower among participants without siblings (SD -0.08, 95% CI -0.16-0.00) compared with participants with 1 sibling (SD 0.06, 95%CI 0.01-0.11) or more than 1 sibling (SD -0.02, 95% CI -0.07-0.03). OR for adulthood hypertension was lower among participants with 1 sibling (OR 0.73, 95% CI 0.54-0.98) and more than 1 sibling (OR 0.71, 95% CI 0.52-0.97) compared with participants with no siblings. OR for obesity was lower among participants with 1 sibling (OR 0.72, 95% CI 0.54-0.95) and more than 1 sibling (OR 0.75, 95% CI 0.56-1.01) compared with those with no siblings. Conclusions: Children without siblings had poorer cardiovascular risk factor levels in childhood and in adulthood. The number of siblings could help identify individuals at increased risk that might benefit from early intervention.

Published
2021

16. Adulthood blood levels of hsa-miR-29b-3p associate with preterm birth and adult metabolic and cognitive health

Author

Marttila, S. (Saara), Rovio, S. (Suvi), Mishra, P. P. (Pashupati P.), Seppälä, I. (Ilkka), Lyytikäinen, L.-P. (Leo-Pekka), Juonala, M. (Markus), Waldenberger, M. (Melanie), Oksala, N. (Niku), Ala-Korpela, M. (Mika), Harville, E. (Emily), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Raitakari, O. (Olli), Lehtimäki, T. (Terho), Raitoharju, E. (Emma), Marttila, S. (Saara), Rovio, S. (Suvi), Mishra, P. P. (Pashupati P.), Seppälä, I. (Ilkka), Lyytikäinen, L.-P. (Leo-Pekka), Juonala, M. (Markus), Waldenberger, M. (Melanie), Oksala, N. (Niku), Ala-Korpela, M. (Mika), Harville, E. (Emily), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Raitakari, O. (Olli), Lehtimäki, T. (Terho), and Raitoharju, E. (Emma)

Abstract

Preterm birth (PTB) is associated with increased risk of type 2 diabetes and neurocognitive impairment later in life. We analyzed for the first time the associations of PTB with blood miRNA levels in adulthood. We also investigated the relationship of PTB associated miRNAs and adulthood phenotypes previously linked with premature birth. Blood MicroRNA profiling, genome-wide gene expression analysis, computer-based cognitive testing battery (CANTAB) and serum NMR metabolomics were performed for Young Finns Study subjects (aged 34–49 years, full-term n = 682, preterm n = 84). Preterm birth (vs. full-term) was associated with adulthood levels of hsa-miR-29b-3p in a fully adjusted regression model (p = 1.90 × 10–4, FDR = 0.046). The levels of hsa-miR-29b-3p were down-regulated in subjects with PTB with appropriate birthweight for gestational age (p = 0.002, fold change [FC] = − 1.20) and specifically in PTB subjects with small birthweight for gestational age (p = 0.095, FC = − 1.39) in comparison to individuals born full term. Hsa-miR-29b-3p levels correlated with the expressions of its target-mRNAs BCL11A and CS and the gene set analysis results indicated a target-mRNA driven association between hsa-miR-29b-3p levels and Alzheimer’s disease, Parkinson’s disease, Insulin signaling and Regulation of Actin Cytoskeleton pathway expression. The level of hsa-miR-29b-3p was directly associated with visual processing and sustained attention in CANTAB test and inversely associated with serum levels of VLDL subclass component and triglyceride levels. In conlcusion, adult blood levels of hsa-miR-29b-3p were lower in subjects born preterm. Hsa-miR-29b-3p associated with cognitive function and may be linked with adulthood morbidities in subjects born preterm, possibly through regulation of gene sets related to neurodegenerative diseases and insulin signaling as well as VLDL and triglyceride metabolism.

Published
2021

17. Influence of early-life body mass index and systolic blood pressure on left ventricle in adulthood:the Cardiovascular Risk in Young Finns Study

Author

Heiskanen, J. S. (Jarkko S.), Hernesniemi, J. A. (Jussi A.), Ruohonen, S. (Saku), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Jokinen, E. (Eero), Tossavainen, P. (Päivi), Kallio, M. (Merja), Laitinen, T. (Tomi), Lehtimäki, T. (Terho), Viikari, J. (Jorma), Juonala, M. (Markus), Nevalainen, J. (Jaakko), Raitakari, O. T. (Olli T.), Heiskanen, J. S. (Jarkko S.), Hernesniemi, J. A. (Jussi A.), Ruohonen, S. (Saku), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Jokinen, E. (Eero), Tossavainen, P. (Päivi), Kallio, M. (Merja), Laitinen, T. (Tomi), Lehtimäki, T. (Terho), Viikari, J. (Jorma), Juonala, M. (Markus), Nevalainen, J. (Jaakko), and Raitakari, O. T. (Olli T.)

Abstract

Background: Increased left ventricular mass (LVM) predicts cardiovascular events and mortality. The objective of this study was to determine whether early-life exposures to body mass index (BMI) and systolic blood pressure (SPB) affects the left ventricular structure in adulthood. Methods: We used longitudinal data from a 31-year follow-up to examine the associations between early-life (between ages 6–18) BMI and SPB on LVM in an adult population (N = 1864, aged 34–49). The burden of early-life BMI and SBP was defined as area under the curve. Results: After accounting for contemporary adult determinants of LVM, early-life BMI burden associated significantly with LVM (3.61 g/SD increase in early-life BMI; [1.94 − 5.28], p < 0.001). Overweight in early-life (age- and sex-specific BMI values corresponding to adult BMI > 25 kg/m²) associated with 4.7% (2.5–6.9%, p < 0.0001) higher LVM regardless of BMI status in adulthood. Overweight in early-life combined with obesity in adulthood (BMI > 30kg/m²) resulted in a 21% (17.3–32.9%, p < 0.0001) increase in LVM. Higher early-life BMI was associated with a risk of developing eccentric hypertrophy. The burden of early-life SPB was not associated with adult LVM or left ventricular remodeling. Conclusions: High BMI in early-life confers a sustained effect on LVM and the risk for eccentric hypertrophy independently of adulthood risk factors.

Published
2021

19. Childhood Exposure to Parental Smoking and Midlife Cognitive Function The Young Finns Study

Author

Rovio, S. P. (Suvi P.), Pihlman, J. (Jukka), Pahkala, K. (Katja), Juonala, M. (Markus), Magnussen, C. G. (Costan G.), Pitkänen, N. (Niina), Ahola-Olli, A. (Ari), Salo, P. (Pia), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Jokinen, E. (Eero), Laitinen, T. (Tomi), Taittonen, L. (Leena), Tossavainen, P. (Päivi), Viikari, J. S. (Jorma S. A.), Raitakari, O. T. (Olli T.), Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, University of Helsinki, HUS Children and Adolescents, Lastentautien yksikkö, and Children's Hospital

Subjects
SECONDHAND SMOKE, parental smoking, passive smoking, NICOTINE EXPOSURE, Cambridge Neuropsychological Test Automated Battery, ADULTHOOD, PERFORMANCE, 3142 Public health care science, environmental and occupational health, COTININE, AGE, CIGARETTE-SMOKE, SELF-REPORTED SMOKING, CARDIOVASCULAR RISK-FACTORS, OXIDATIVE STRESS, tobacco smoke, cognitive function, secondhand smoke
Abstract

We studied whether exposure to parental smoking in childhood/adolescence is associated with midlife cognitive function, leveraging data from the Cardiovascular Risk in Young Finns Study. A population-based cohort of 3,596 children/adolescents aged 3–18 years was followed between 1980 and 2011. In 2011, cognitive testing was performed on 2,026 participants aged 34–49 years using computerized testing. Measures of secondhand smoke exposure in childhood/adolescence consisted of parental self-reports of smoking and participants’ serum cotinine levels. Participants were classified into 3 exposure groups: 1) no exposure (nonsmoking parents, cotinine

Published
2020

20. Childhood socioeconomic disadvantage and risk of fatty liver in adulthood:the cardiovascular risk in young Finns study

Author

Laitinen, T. T. (Tomi T.), Vahtera, J. (Jussi), Pahkala, K. (Katja), Magnussen, C. G. (Costan G.), Nuotio, J. (Joel), Hutri-Kähönen, N. (Nina), Kivimäki, M. (Mika), Lehtimäki, T. (Terho), Jokinen, E. (Eero), Laitinen, T. (Tomi), Tossavainen, P. (Päivi), Pentti, J. (Jaana), Viikari, J. S. (Jorma S.A.), Juonala, M. (Markus), and Raitakari, O. T. (Olli T.)

Abstract

Fatty liver is a preventable cause of liver failure, but early risk factors for adulthood fatty liver are poorly understood. We examined the association of childhood socioeconomic disadvantage with adulthood fatty liver and tested adulthood risk factors of fatty liver as possible mediators of this link. The study population comprised 2,042 participants aged 3‐18 years at baseline (1980) from the longitudinal Cardiovascular Risk in Young Finns Study. Follow‐up with repeated clinical examinations was 31 years. Childhood socioeconomic disadvantage was assessed using data from parents’ socioeconomic position and socioeconomic circumstances in participants’ residential neighborhoods, categorized as high versus low socioeconomic disadvantage. Fatty liver was determined by ultrasound during the last follow‐up (2011) at ages 34‐49 years. Childhood and adulthood risk factors, including metabolic biomarkers and lifestyle variables, were assessed in clinical examinations. A total of 18.9% of the participants had fatty liver in adulthood. High childhood socioeconomic disadvantage was associated with an increased risk of fatty liver (risk ratio [95% confidence interval], 1.42 [1.18‐1.70]; P = 0.0002). This association was robust to adjustment for age, sex, and childhood risk factors of fatty liver, including high body mass index, elevated insulin, and low birth weight (1.33 [1.09‐1.62]; P = 0.005). High childhood socioeconomic disadvantage was also associated with the development of risk factors of fatty liver in adulthood. Adulthood risk factors linking childhood socioeconomic disadvantage with fatty liver included waist circumference (proportion mediated of the total effect of childhood socioeconomic disadvantage, 45%), body mass index (40%), systolic blood pressure (29%), insulin (20%), physical activity (15%), triglycerides (14%), and red meat consumption (7%). Conclusion: Childhood socioeconomic disadvantage was associated with multiple risk factors of fatty liver and increased likelihood of fatty liver in adulthood.

Published
2020

21. Childhood Oral Infections Associate With Adulthood Metabolic Syndrome : A Longitudinal Cohort Study

Author

Pussinen, PJ, Paju, S, Viikari, J, Kähönen, M, Lehtimäki, T, Hutri-Kähönen, N, Lääketieteen ja terveysteknologian tiedekunta - Faculty of Medicine and Health Technology, and Tampere University

Subjects
inflammation, periodontal disease(s), Sisätaudit - Internal medicine, Naisten- ja lastentaudit - Gynaecology and paediatrics, Hammaslääketieteet - Dentistry, periodontitis, pediatric dentistry, caries, gingivitis
Published
2020

22. Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction

Author

Ntalla, I. (Ioanna), Weng, L.-C., Cartwright, J.H. (James H.), Hall, A.W. (Amelia Weber), Sveinbjornsson, G. (Gardar), Tucker, N.R. (Nathan R.), Choi, S.H. (Seung Hoan), Chaffin, M.D. (Mark D.), Roselli, C. (Carolina), Barnes, M.J. (Michael), Mifsud, B. (Borbala), Warren, H.R. (Helen R.), Hayward, C. (Caroline), Marten, J. (Jonathan), Cranley, J.J. (James J.), Concas, M.P. (Maria Pina), Gasparini, P. (Paolo), Boutin, T. (Thibaud), Kolcic, I. (Ivana), Polasek, O. (Ozren), Rudan, I. (Igor), Araujo, N.M. (Nathalia M.), Lima-Costa, M.F. (Maria Fernanda), Ribeiro, A.L. (Antonio), Souza, R.P. (Renan P.), Tarazona-Santos, E. (Eduardo), Giedraitis, V. (Vilmantas), Ingelsson, E. (Erik), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Del Greco M, F. (Fabiola), Foco, L. (Luisa), Gögele, M. (Martin), Hicks, A.A. (Andrew A.), Cook, J.P. (James P.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Sundström, J. (Johan), Nelson, C.P. (Christopher P.), Riaz, M.B. (Muhammad B.), Samani, N.J. (Nilesh), Sinagra, G. (Gianfranco), Ulivi, S. (Shelia), Kähönen, M. (Mika), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Nikus, K. (Kjell), Caulfield, M. (Mark), Dominiczak, A. (Anna), Padmanabhan, S. (Sandosh), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Ryan, K. (Kathleen), Shuldiner, A.R. (Alan R.), Aeschbacher, S. (Stefanie), Conen, D. (David), Risch, L. (Lorenz), Thériault, S. (Sébastien), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Lyytikäinen, L.-P. (Leo-Pekka), Raitakari, O. (Olli), Barnes, C.L.K. (Catriona L. K.), Campbell, H. (Harry), Joshi, P.K. (Peter), Wilson, J.F. (James), Isaacs, A.J. (Aaron), Kors, J.A. (Jan), Duijn, C.M. (Cornelia) van, Huang, P.L. (Paul L.), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Smith, A.V. (Albert), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Nadkarni, G. (Girish), Preuss, M. (Michael), Correa, D.D., Mei, H. (Hao), Meitinger, T. (Thomas), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Waldenberger, M. (Melanie), Mangino, M. (Massimo), Spector, T.D. (Timothy), Rienstra, S.A., van de Vegte, Y.J. (Yordi J.), Harst, P. (Pim) van der, Verweij, N. (Niek), Kääb, S. (Stefan), Schramm, K. (Katharina), Sinner, M.F. (Moritz), Strauch, K. (Konstantin), Cutler, M.J. (Michael J.), Fatkin, D. (Diane), London, B. (Barry), Olesen, M.S. (Morten S.), Roden, D.M. (Dan M.), Benjamin Shoemaker, M. (M.), Gustav Smith, J. (J.), Biggs, M.L. (M.), Bis, J.C. (Joshua), Brody, J.A. (Jennifer A.), Psaty, B.M. (Bruce), Rice, K.M. (Kenneth), Sotoodehnia, N. (Nona), Grandi, A. (Alessandro) de, Fuchsberger, C. (Christian), Penninx, B.W.J.H., Pramstaller, P.P. (Peter Paul), Ford, I. (Ian), Jukema, J.W. (Jan Wouter), Macfarlane, P.W. (Peter W.), Trompet, S. (Stella), Dörr, M. (Marcus), Felix, S.B. (Stephan B.), Völker, U. (Uwe), Weiss, S. (Stefan), Havulinna, A.S. (Aki), Jula, A. (Antti), Sääksjärvi, K. (K.), Salomaa, V. (Veikko), Guo, X. (Xiuqing), Heckbert, S.R. (Susan), Lin, H.J. (Henry J.), Rotter, J.I. (Jerome I.), Taylor, K.D. (Kent), Yao, J. (Jie), Mutsert, R. (Reneé) de, Maan, A.C. (Arie C.), Mook-Kanamori, D.O. (Dennis O.), Noordam, R. (Raymond), Cucca, F. (Francesco), Ding, J. (Jun), Lakatta, E. (Edward), Qian, Y. (Yong), Tarasov, K.V. (Kirill V.), Levy, D. (Daniel), Lin, H. (Honghuang), Newton-Cheh, C. (Christopher), Lunetta, K.L. (Kathryn), Murray, A.D. (Alison D.), Porteous, D.J. (David J.), Smith, B.H. (Blair), Stricker, B.H.Ch. (Bruno), Uitterlinden, A.G. (André), Berg, M.E. (Marten) van den, Haessler, J. (Jeff), Jackson, R.D. (Rebecca), Kooperberg, C. (Charles), Peters, U. (Ulrike), Reiner, A.P. (Alexander P.), Whitsel, E.A. (Eric), Alonso, A. (Alvaro), Arking, D.E. (Dan E.), Boerwinkle, E.A. (Eric), Ehret, G.B. (Georg B.), Soliman, E.Z. (Elsayed Z.), Avery, C.L., Gogarten, S.M., Kerr, K.F. (Kathleen), Laurie, C.C. (Cathy C.), Seyerle, A.A. (Amanda A.), Stilp, A. (Adrienne), Assa, S. (Solmaz), Abdullah Said, M. (M.), Yldau van der Ende, M. (M.), Lambiase, P.D. (Pier), Orini, M. (Michele), Ramirez, J. (Julia), Van Duijvenboden, S. (Stefan), Arnar, D.O. (David O.), Gudbjartsson, D.F. (Daniel), Holm, H. (Hilma), Sulem, P. (Patrick), Thorleifsson, G. (Gudmar), Thorolfsdottir, R.B. (Rosa B.), Thorsteinsdottir, U. (Unnur), Benjamin, E.J. (Emelia J.), Tinker, A. (Andrew), Zwart, J-A. (John-Anker), Ellinor, P.T. (Patrick), Jamshidi, Y. (Yalda), Lubitz, S.A. (Steven), Munroe, P. (Patricia), Ntalla, I. (Ioanna), Weng, L.-C., Cartwright, J.H. (James H.), Hall, A.W. (Amelia Weber), Sveinbjornsson, G. (Gardar), Tucker, N.R. (Nathan R.), Choi, S.H. (Seung Hoan), Chaffin, M.D. (Mark D.), Roselli, C. (Carolina), Barnes, M.J. (Michael), Mifsud, B. (Borbala), Warren, H.R. (Helen R.), Hayward, C. (Caroline), Marten, J. (Jonathan), Cranley, J.J. (James J.), Concas, M.P. (Maria Pina), Gasparini, P. (Paolo), Boutin, T. (Thibaud), Kolcic, I. (Ivana), Polasek, O. (Ozren), Rudan, I. (Igor), Araujo, N.M. (Nathalia M.), Lima-Costa, M.F. (Maria Fernanda), Ribeiro, A.L. (Antonio), Souza, R.P. (Renan P.), Tarazona-Santos, E. (Eduardo), Giedraitis, V. (Vilmantas), Ingelsson, E. (Erik), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Del Greco M, F. (Fabiola), Foco, L. (Luisa), Gögele, M. (Martin), Hicks, A.A. (Andrew A.), Cook, J.P. (James P.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Sundström, J. (Johan), Nelson, C.P. (Christopher P.), Riaz, M.B. (Muhammad B.), Samani, N.J. (Nilesh), Sinagra, G. (Gianfranco), Ulivi, S. (Shelia), Kähönen, M. (Mika), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Nikus, K. (Kjell), Caulfield, M. (Mark), Dominiczak, A. (Anna), Padmanabhan, S. (Sandosh), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Ryan, K. (Kathleen), Shuldiner, A.R. (Alan R.), Aeschbacher, S. (Stefanie), Conen, D. (David), Risch, L. (Lorenz), Thériault, S. (Sébastien), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Lyytikäinen, L.-P. (Leo-Pekka), Raitakari, O. (Olli), Barnes, C.L.K. (Catriona L. K.), Campbell, H. (Harry), Joshi, P.K. (Peter), Wilson, J.F. (James), Isaacs, A.J. (Aaron), Kors, J.A. (Jan), Duijn, C.M. (Cornelia) van, Huang, P.L. (Paul L.), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Smith, A.V. (Albert), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Nadkarni, G. (Girish), Preuss, M. (Michael), Correa, D.D., Mei, H. (Hao), Meitinger, T. (Thomas), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Waldenberger, M. (Melanie), Mangino, M. (Massimo), Spector, T.D. (Timothy), Rienstra, S.A., van de Vegte, Y.J. (Yordi J.), Harst, P. (Pim) van der, Verweij, N. (Niek), Kääb, S. (Stefan), Schramm, K. (Katharina), Sinner, M.F. (Moritz), Strauch, K. (Konstantin), Cutler, M.J. (Michael J.), Fatkin, D. (Diane), London, B. (Barry), Olesen, M.S. (Morten S.), Roden, D.M. (Dan M.), Benjamin Shoemaker, M. (M.), Gustav Smith, J. (J.), Biggs, M.L. (M.), Bis, J.C. (Joshua), Brody, J.A. (Jennifer A.), Psaty, B.M. (Bruce), Rice, K.M. (Kenneth), Sotoodehnia, N. (Nona), Grandi, A. (Alessandro) de, Fuchsberger, C. (Christian), Penninx, B.W.J.H., Pramstaller, P.P. (Peter Paul), Ford, I. (Ian), Jukema, J.W. (Jan Wouter), Macfarlane, P.W. (Peter W.), Trompet, S. (Stella), Dörr, M. (Marcus), Felix, S.B. (Stephan B.), Völker, U. (Uwe), Weiss, S. (Stefan), Havulinna, A.S. (Aki), Jula, A. (Antti), Sääksjärvi, K. (K.), Salomaa, V. (Veikko), Guo, X. (Xiuqing), Heckbert, S.R. (Susan), Lin, H.J. (Henry J.), Rotter, J.I. (Jerome I.), Taylor, K.D. (Kent), Yao, J. (Jie), Mutsert, R. (Reneé) de, Maan, A.C. (Arie C.), Mook-Kanamori, D.O. (Dennis O.), Noordam, R. (Raymond), Cucca, F. (Francesco), Ding, J. (Jun), Lakatta, E. (Edward), Qian, Y. (Yong), Tarasov, K.V. (Kirill V.), Levy, D. (Daniel), Lin, H. (Honghuang), Newton-Cheh, C. (Christopher), Lunetta, K.L. (Kathryn), Murray, A.D. (Alison D.), Porteous, D.J. (David J.), Smith, B.H. (Blair), Stricker, B.H.Ch. (Bruno), Uitterlinden, A.G. (André), Berg, M.E. (Marten) van den, Haessler, J. (Jeff), Jackson, R.D. (Rebecca), Kooperberg, C. (Charles), Peters, U. (Ulrike), Reiner, A.P. (Alexander P.), Whitsel, E.A. (Eric), Alonso, A. (Alvaro), Arking, D.E. (Dan E.), Boerwinkle, E.A. (Eric), Ehret, G.B. (Georg B.), Soliman, E.Z. (Elsayed Z.), Avery, C.L., Gogarten, S.M., Kerr, K.F. (Kathleen), Laurie, C.C. (Cathy C.), Seyerle, A.A. (Amanda A.), Stilp, A. (Adrienne), Assa, S. (Solmaz), Abdullah Said, M. (M.), Yldau van der Ende, M. (M.), Lambiase, P.D. (Pier), Orini, M. (Michele), Ramirez, J. (Julia), Van Duijvenboden, S. (Stefan), Arnar, D.O. (David O.), Gudbjartsson, D.F. (Daniel), Holm, H. (Hilma), Sulem, P. (Patrick), Thorleifsson, G. (Gudmar), Thorolfsdottir, R.B. (Rosa B.), Thorsteinsdottir, U. (Unnur), Benjamin, E.J. (Emelia J.), Tinker, A. (Andrew), Zwart, J-A. (John-Anker), Ellinor, P.T. (Patrick), Jamshidi, Y. (Yalda), Lubitz, S.A. (Steven), and Munroe, P. (Patricia)

Abstract

The electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (N = 293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduc

Published
2020
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23. Childhood exposure to parental smoking and midlife cognitive function:the Young Finns Study

Author

Rovio, S. P. (Suvi P.), Pihlman, J. (Jukka), Pahkala, K. (Katja), Juonala, M. (Markus), Magnussen, C. G. (Costan G.), Pitkänen, N. (Niina), Ahola-Olli, A. (Ari), Salo, P. (Pia), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Jokinen, E. (Eero), Laitinen, T. (Tomi), Taittonen, L. (Leena), Tossavainen, P. (Päivi), Viikari, J. S. (Jorma S. A.), Raitakari, O. T. (Olli T.), Rovio, S. P. (Suvi P.), Pihlman, J. (Jukka), Pahkala, K. (Katja), Juonala, M. (Markus), Magnussen, C. G. (Costan G.), Pitkänen, N. (Niina), Ahola-Olli, A. (Ari), Salo, P. (Pia), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Jokinen, E. (Eero), Laitinen, T. (Tomi), Taittonen, L. (Leena), Tossavainen, P. (Päivi), Viikari, J. S. (Jorma S. A.), and Raitakari, O. T. (Olli T.)

Abstract

We studied whether exposure to parental smoking in childhood/adolescence is associated with midlife cognitive function, leveraging data from the Cardiovascular Risk in Young Finns Study. A population-based cohort of 3,596 children/adolescents aged 3–18 years was followed between 1980 and 2011. In 2011, cognitive testing was performed on 2,026 participants aged 34–49 years using computerized testing. Measures of secondhand smoke exposure in childhood/adolescence consisted of parental self-reports of smoking and participants’ serum cotinine levels. Participants were classified into 3 exposure groups: 1) no exposure (nonsmoking parents, cotinine <1.0 ng/mL); 2) hygienic parental smoking (1–2 smoking parents, cotinine <1.0 ng/mL); and 3) nonhygienic parental smoking (1–2 smoking parents, cotinine ≥1.0 ng/mL). Analyses adjusted for sex, age, family socioeconomic status, polygenic risk score for cognitive function, adolescent/adult smoking, blood pressure, and serum total cholesterol level. Compared with the nonexposed, participants exposed to nonhygienic parental smoking were at higher risk of poor (lowest quartile) midlife episodic memory and associative learning (relative risk (RR) = 1.38, 95% confidence interval (CI): 1.08, 1.75), and a weak association was found for short-term and spatial working memory (RR = 1.25, 95% CI: 0.98, 1.58). Associations for those exposed to hygienic parental smoking were nonsignificant (episodic memory and associative learning: RR = 1.19, 95% CI: 0.92, 1.54; short-term and spatial working memory: RR = 1.10, 95% CI: 0.85, 1.34). We conclude that avoiding childhood/adolescence secondhand smoke exposure promotes adulthood cognitive function.

Published
2020

24. HDL cholesterol efflux capacity is inversely associated with subclinical cardiovascular risk markers in young adults:the cardiovascular risk in Young Finns study

Author

Hunjadi, M. (Monika), Lamina, C. (Claudia), Kahler, P. (Patrick), Bernscherer, T. (Tamara), Viikari, J. (Jorma), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Hurme, M. (Mikko), Juonala, M. (Markus), Taittonen, L. (Leena), Laitinen, T. (Tomi), Jokinen, E. (Eero), Tossavainen, P. (Päivi), Hutri-Kähönen, N. (Nina), Raitakari, O. (Olli), Ritsch, A. (Andreas), Hunjadi, M. (Monika), Lamina, C. (Claudia), Kahler, P. (Patrick), Bernscherer, T. (Tamara), Viikari, J. (Jorma), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Hurme, M. (Mikko), Juonala, M. (Markus), Taittonen, L. (Leena), Laitinen, T. (Tomi), Jokinen, E. (Eero), Tossavainen, P. (Päivi), Hutri-Kähönen, N. (Nina), Raitakari, O. (Olli), and Ritsch, A. (Andreas)

Abstract

The atherogenic process begins already in childhood and progresses to symptomatic condition with age. We investigated the association of cholesterol efflux capacity (CEC) and vascular markers of subclinical atherosclerosis in healthy, young adults. CEC was determined in 2282 participants of the Young Finns study using cAMP treated ³H-cholesterol-labeled J774 cells. The CEC was correlated to baseline and 6-year follow-up data of cardiovascular risk factors and ultrasound measurements of arterial structure and function. CEC was higher in women, correlated with total cholesterol, HDL-C, and apolipoprotein A-I, but not with LDL-C or apolipoprotein B. Compared to the lowest CEC quartile, the highest CEC quartile was significantly associated with high CRP levels and inversely associated with adiponectin. At baseline, high CEC was associated with decreased flow-mediated dilation (FMD) and carotid artery distensibility, as well as an increased Young’s modulus of elasticity, indicating adverse changes in arterial structure, and function. The association reversed with follow-up FMD data, indicating the interaction of preclinical parameters over time. A higher CEC was directly associated with a lower risk of subclinical atherosclerosis at follow-up. In young and healthy subjects, CEC was associated with important lipid risk parameters at baseline, as in older patients and CAD patients, but inversely with early risk markers for subclinical atherosclerosis.

Published
2020

25. Childhood risk factors and carotid atherosclerotic plaque in adulthood:the cardiovascular risk in Young Finns Study

Author

Koskinen, J. S. (Juhani S.), Kytö, V. (Ville), Juonala, M. (Markus), Viikari, J. S. (Jorma S. A.), Nevalainen, J. (Jaakko), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Laitinen, T. (Tomi), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Magnussen, C. G. (Costan G.), Raitakari, O. T. (Olli T.), Koskinen, J. S. (Juhani S.), Kytö, V. (Ville), Juonala, M. (Markus), Viikari, J. S. (Jorma S. A.), Nevalainen, J. (Jaakko), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Hutri-Kähönen, N. (Nina), Laitinen, T. (Tomi), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Magnussen, C. G. (Costan G.), and Raitakari, O. T. (Olli T.)

Abstract

Background and aims: Carotid plaque is a specific sign of atherosclerosis and adults with carotid plaque are at increased risk for cardiovascular outcomes. Atherosclerosis has roots in childhood and pediatric guidelines provide cut-off values for cardiovascular risk factors. However, it is unknown whether these cut-offs predict adulthood advanced atherosclerosis. Methods: The Cardiovascular Risk in Young Finns Study is a follow-up of children that begun in 1980 when 2653 participants with data for the present analyses were aged 3—18 years. In 2001 and 2007 follow-ups, in addition to adulthood cardiovascular risk factors, carotid ultrasound data was collected. Long-term burden, as the area under the curve, was evaluated for childhood (6—18 years) risk factors. To study the associations of guideline-based cut-offs with carotid plaque, both childhood and adult risk factors were classified according to clinical practice guidelines. Results: Carotid plaque, defined as a focal structure of the arterial wall protruding into lumen <50% compared to adjacent intima-media thickness, was present in 88 (3.3%) participants. Relative risk for carotid plaque, when adjusted for age and sex, was 3.03 (95% CI, 1.76—5.21) for childhood dyslipidemia, 1.51 (95% CI, 0.99—2.32) for childhood elevated systolic blood pressure, and 1.93 (95% CI, 1.26—2.94) for childhood smoking. Childhood dyslipidemia and smoking remained independent predictors of carotid plaque in models additionally adjusted for adult risk factors and family history of coronary heart disease. Carotid plaque was present in less than 1% of adults with no childhood risk factors. Conclusions: Findings reinforce childhood prevention efforts and demonstrate the utility of guideline-based cut-offs in identifying children at increased risk for adulthood atherosclerosis.

Published
2020

34. Utility of Different Blood Pressure Measurement Components in Childhood to Predict Adult Carotid Intima-Media Thickness

Author

Koskinen, J, Juonala, M, Dwyer, T, Venn, A, Petkeviciene, J, Čeponienė, I, Bazzano, L, Chen, W, Sabin, MA, Burns, TL, Viikari, JSA, Woo, JG, Urbina, EM, Prineas, R, Hutri-Kähönen, N, Sinaiko, A, Jacobs, DR, Steinberger, J, Daniels, S, Raitakari, O, and Magnussen, CG

Subjects
Adult, Male, Adolescent, Cardiovascular Diseases, Diastole, Systole, Child, Preschool, Humans, Blood Pressure Determination, Female, Child, Carotid Intima-Media Thickness
Abstract

Childhood blood pressure (BP) levels predict adult subclinical atherosclerosis. However, the best childhood BP component for prediction has not been determined. This study comprised 5925 participants aged 3 to 18 years from 6 cohorts who were followed into adulthood (mean follow-up 25.8±6.2 years). Childhood BP was measured by using a standard mercury sphygmomanometer in all cohorts. Study-specific carotid intima-media thickness ≥90th percentile was used to define subclinical atherosclerosis. Per SD change in the predictor, childhood systolic BP (SBP; age- and sex-adjusted odds ratio [95% CI], 1.24 [1.13-1.37]), mean arterial pressure (1.10 [1.07-1.13]), and pulse pressure (1.15 [1.05-1.27]) were associated with increased adulthood intima-media thickness. In age- and sex-adjusted analyses, area under the receiver operating characteristic curves for SBP ( C value [95% CI], 0.677 [0.657-0.704]) showed significantly improved prediction compared with diastolic BP (0.669 [0.646-0.693], P=0.006) or mean arterial pressure (0.674 [0.653-0.699], P=0.01). Pulse pressure provided a C value that was not different from SBP (0.676 [0.653-0.699], P=0.16). Combining different BP components did not improve prediction over SBP measurement alone. Based on the associations with adult carotid intima-media thickness, cut points for elevated SBP were 105 mm Hg for 3- to 6-year-old boys, 108 mm Hg for 3- to 6-year-old girls, 108 mm Hg for 7- to 12-year-old boys, 106 mm Hg for 7- to 12-year-old girls, 123 mm Hg for 13- to 18-year-old boys, and 115 mm Hg for 13- to 18-year-old girls. Our analyses suggest that several childhood BP measurement components are related to adulthood carotid intima-media thickness. Of these, SBP provided the best predictive ability.

Published
2018

35. The effect of apolipoprotein E polymorphism on serum metabolome:a population-based 10-year follow-up study

Author

Karjalainen, J.-P. (Juho-Pekka), Mononen, N. (Nina), Hutri-Kähönen, N. (Nina), Lehtimäki, M. (Miikael), Juonala, M. (Markus), Ala-Korpela, M. (Mika), Kähönen, M. (Mika), Raitakari, O. (Olli), Lehtimäki, T. (Terho), Karjalainen, J.-P. (Juho-Pekka), Mononen, N. (Nina), Hutri-Kähönen, N. (Nina), Lehtimäki, M. (Miikael), Juonala, M. (Markus), Ala-Korpela, M. (Mika), Kähönen, M. (Mika), Raitakari, O. (Olli), and Lehtimäki, T. (Terho)

Abstract

Apolipoprotein E (apoE) is the key regulator of plasma lipids, mediating altered functionalities in lipoprotein metabolism – affecting the risk of coronary artery (CAD) and Alzheimer’s diseases, as well as longevity. Searching pathways influenced by apoE prior to adverse manifestations, we utilized a metabolome dataset of 228 nuclear-magnetic-resonance-measured serum parameters with a 10-year follow-up from the population-based Young Finns Study cohort of 2,234 apoE-genotyped (rs7412, rs429358) adults, aged 24–39 at baseline. At the end of our follow-up, by limiting FDR-corrected p < 0.05, regression analyses revealed 180/228 apoE-polymorphism-related associations with the studied metabolites, in all subjects – without indications of apoE x sex interactions. Across all measured apoE- and apoB-containing lipoproteins, ε4 allele had consistently atherogenic and ε2 protective effect on particle concentrations of free/esterified cholesterol, triglycerides, phospholipids and total lipids. As novel findings, ε4 associated with glycoprotein acetyls, LDL-diameter and isoleucine – all reported biomarkers of CAD-risk, inflammation, diabetes and total mortality. ApoE-subgroup differences persisted through our 10-year follow-up, although some variation of individual metabolite levels was noticed. In conclusion, apoE polymorphism associate with a complex metabolic change, including aberrations in multiple novel biomarkers related to elevated cardiometabolic and all-cause mortality risk, extending our understanding about the role of apoE in health and disease.

Published
2019

36. Longitudinal analysis of risk of non-alcoholic fatty liver disease in adulthood

Author

Cuthbertson, D. J. (Daniel J.), Brown, E. (Emily), Koskinen, J. (Juha), Magnussen, C. G. (Costan G.), Hutri‐Kähönen, N. (Nina), Sabin, M. (Matthew), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Laitinen, T. (Tomi), Viikari, J. (Jorma), Raitakari, O. T. (Olli T.), Juonala, M. (Markus), Cuthbertson, D. J. (Daniel J.), Brown, E. (Emily), Koskinen, J. (Juha), Magnussen, C. G. (Costan G.), Hutri‐Kähönen, N. (Nina), Sabin, M. (Matthew), Tossavainen, P. (Päivi), Jokinen, E. (Eero), Laitinen, T. (Tomi), Viikari, J. (Jorma), Raitakari, O. T. (Olli T.), and Juonala, M. (Markus)

Abstract

Background & Aims: We aimed to determine how childhood body mass index and metabolic health, along with the change in body mass index between childhood and adulthood, determine the risk of adult non‐alcoholic fatty liver disease. Methods: Data from 2020 participants aged 3–18 years at baseline, followed up 31 years later, were examined to assess the utility of four childhood metabolic phenotypes (Metabolic Groups I: normal body mass index, no metabolic disturbances; II: normal body mass index, one or more metabolic disturbances; III: overweight/obese, no metabolic disturbances; IV: overweight/obese, one or more metabolic disturbances) and four life‐course adiposity phenotypes (Adiposity Group 1: normal child and adult body mass index; 2, high child, normal adult body mass index; 3, normal child body mass index, high adult body mass index; 4, high child and adult body mass index) in predicting adult non‐alcoholic fatty liver disease. Results: The risk for adult non‐alcoholic fatty liver disease was similar across all four groups after adjustment for age, sex, lifestyle factors and adult body mass index. Risk of adult non‐alcoholic fatty liver disease was not increased among individuals overweight/obese in childhood but non‐obese in adulthood. In contrast, overweight or obese adults, irrespective of their youth body mass index status, had ~eight‐fold to 10‐fold increased risk (P < 0.001). Conclusions: Childhood overweight/obesity, not metabolic health, is associated with increased risk for adult non‐alcoholic fatty liver disease. However, the increased risk associated with childhood overweight/obesity can be largely removed by obtaining a normal body mass index by adulthood.

Published
2019

39. Habitual coffee consumption and cognitive function:a Mendelian randomization meta-analysis in up to 415,530 participants

Author

Zhou, A. (Ang), Taylor, A. E. (Amy E.), Karhunen, V. (Ville), Zhan, Y. (Yiqiang), Rovio, S. P. (Suvi P.), Lahti, J. (Jari), Sjögren, P. (Per), Byberg, L. (Liisa), Lyall, D. M. (Donald M.), Auvinen, J. (Juha), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Perälä, M. M. (Mia Maria), Michaëlsson, K. (Karl), Mahajan, A. (Anubha), Lind, L. (Lars), Power, C. (Chris), Eriksson, J. G. (Johan G.), Raitakari, O. T. (Olli T.), Hägg, S. (Sara), Pedersen, N. L. (Nancy L.), Veijola, J. (Juha), Järvelin, M.-R. (Marjo-Riitta), Munafò, M. R. (Marcus R.), Ingelsson, E. (Erik), Llewellyn, D. J. (David J.), Hyppönen, E. (Elina), Zhou, A. (Ang), Taylor, A. E. (Amy E.), Karhunen, V. (Ville), Zhan, Y. (Yiqiang), Rovio, S. P. (Suvi P.), Lahti, J. (Jari), Sjögren, P. (Per), Byberg, L. (Liisa), Lyall, D. M. (Donald M.), Auvinen, J. (Juha), Lehtimäki, T. (Terho), Kähönen, M. (Mika), Hutri-Kähönen, N. (Nina), Perälä, M. M. (Mia Maria), Michaëlsson, K. (Karl), Mahajan, A. (Anubha), Lind, L. (Lars), Power, C. (Chris), Eriksson, J. G. (Johan G.), Raitakari, O. T. (Olli T.), Hägg, S. (Sara), Pedersen, N. L. (Nancy L.), Veijola, J. (Juha), Järvelin, M.-R. (Marjo-Riitta), Munafò, M. R. (Marcus R.), Ingelsson, E. (Erik), Llewellyn, D. J. (David J.), and Hyppönen, E. (Elina)

Abstract

Coffee’s long-term effect on cognitive function remains unclear with studies suggesting both benefits and adverse effects. We used Mendelian randomization to investigate the causal relationship between habitual coffee consumption and cognitive function in mid- to later life. This included up to 415,530 participants and 300,760 coffee drinkers from 10 meta-analysed European ancestry cohorts. In each cohort, composite cognitive scores that capture global cognition and memory were computed using available tests. A genetic score derived using CYP1A1/2 (rs2472297) and AHR (rs6968865) was chosen as a proxy for habitual coffee consumption. Null associations were observed when examining the associations of the genetic score with global and memory cognition (β = −0.0007, 95% C.I. −0.009 to 0.008, P = 0.87; β = −0.001, 95% C.I. −0.005 to 0.002, P = 0.51, respectively), with high consistency between studies (Pheterogeneity > 0.4 for both). Domain specific analyses using available cognitive measures in the UK Biobank also did not support effects by habitual coffee intake for reaction time, pairs matching, reasoning or prospective memory (P ≥ 0.05 for all). Despite the power to detect very small effects, our meta-analysis provided no evidence for causal long-term effects of habitual coffee consumption on global cognition or memory.

Published
2018

40. Genetic loci associated with heart rate variability and their effects on cardiac disease risk

Author

Nolte, IM, Munoz, ML, Tragante, V, Amare, AT, Jansen, R, Vaez, A, Von Der Heyde, B, Avery, CL, Bis, JC, Dierckx, B, Van Dongen, J, Gogarten, SM, Goyette, P, Hernesniemi, J, Huikari, V, Hwang, SJ, Jaju, D, Kerr, KF, Kluttig, A, Krijthe, BP, Kumar, J, Van Der Laan, SW, Lyytikäinen, LP, Maihofer, AX, Minassian, A, Van Der Most, PJ, Müller-Nurasyid, M, Nivard, M, Salvi, E, Stewart, JD, Thayer, JF, Verweij, N, Wong, A, Zabaneh, D, Zafarmand, MH, Abdellaoui, A, Albarwani, S, Albert, C, Alonso, A, Ashar, F, Auvinen, J, Axelsson, T, Baker, DG, De Bakker, PIW, Barcella, M, Bayoumi, R, Bieringa, RJ, Boomsma, D, Boucher, G, Britton, AR, Christophersen, IE, Dietrich, A, Ehret, GB, Ellinor, PT, Eskola, M, Felix, JF, Floras, JS, Franco, OH, Friberg, P, Gademan, MGJ, Geyer, MA, Giedraitis, V, Hartman, CA, Hemerich, D, Hofman, A, Hottenga, JJ, Huikuri, H, Hutri-Kähönen, N, and Jouven, X

Abstract

Reduced cardiac vagal control reflected in low heart rate variability (HRV) is associated with greater risks for cardiac morbidity and mortality. In two-stage meta-analyses of genome-wide association studies for three HRV traits in up to 53,174 individuals of European ancestry, we detect 17 genome-wide significant SNPs in eight loci. HRV SNPs tag non-synonymous SNPs (in NDUFA11 and KIAA1755), expression quantitative trait loci (eQTLs) (influencing GNG11, RGS6 and NEO1), or are located in genes preferentially expressed in the sinoatrial node (GNG11, RGS6 and HCN4). Genetic risk scores account for 0.9 to 2.6% of the HRV variance. Significant genetic correlation is found for HRV with heart rate (-0.74

Published
2017

41. Metabolic profiling of fatty liver in young and middle-aged adults:cross-sectional and prospective analyses of the young Finns study

Author

Kaikkonen, J. E. (Jari E.), Würtz, P. (Peter), Suomela, E. (Emmi), Lehtovirta, M. (Miia), Kangas, A. J. (Antti J.), Jula, A. (Antti), Mikkilä, V. (Vera), Viikari, J. S. (Jorma S.A.), Juonala, M. (Markus), Rönnemaa, T. (Tapani), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Soininen, P. (Pasi), Ala-Korpela, M. (Mika), and Raitakari, O. T. (Olli T.)

Abstract

Nonalcoholic fatty liver is associated with obesity-related metabolic disturbances, but little is known about the metabolic perturbations preceding fatty liver disease. We performed comprehensive metabolic profiling to assess how circulating metabolites, such as lipoprotein lipids, fatty acids, amino acids, and glycolysis-related metabolites, reflect the presence of and future risk for fatty liver in young adults. Sixty-eight lipids and metabolites were quantified by nuclear magnetic resonance metabolomics in the population-based Young Finns Study from serum collected in 2001 (n = 1,575), 2007 (n = 1,509), and 2011 (n = 2,002). Fatty liver was diagnosed by ultrasound in 2011 when participants were aged 34–49 years (19% prevalence). Cross-sectional associations as well as 4-year and 10-year risks for fatty liver were assessed by logistic regression. Metabolites across multiple pathways were strongly associated with the presence of fatty liver (P < 0.0007 for 60 measures in age-adjusted and sex-adjusted cross-sectional analyses). The strongest direct associations were observed for extremely large very-low-density lipoprotein triglycerides (odds ratio [OR] 5 4.86 per 1 standard deviation, 95% confidence interval 3.48–6.78), other very-low-density lipoprotein measures, and branched-chain amino acids (e.g., leucine OR = 2.94, 2.51–3.44). Strong inverse associations were observed for high-density lipoprotein measures, e.g., high-density lipoprotein size (OR = 0.36, 0.30–0.42) and several fatty acids including omega-6 (OR = 0.37, 0.32–0.42). The metabolic associations were attenuated but remained significant after adjusting for waist, physical activity, alcohol consumption, and smoking (P < 0.0007). Similar aberrations in the metabolic profile were observed already 10 years before fatty liver diagnosis. Conclusion: Circulating lipids, fatty acids, and amino acids reflect fatty liver independently of routine metabolic risk factors; these metabolic aberrations appear to precede the development of fatty liver in young adults.

Published
2017

42. The biomarker and causal roles of homoarginine in the development of cardiometabolic diseases:an observational and Mendelian randomization analysis

Author

I. S. (Ilkka Seppälä), Oksala, N. (Niku), Jula, A. (Antti), Kangas, A. J. (Antti J.), Soininen, P. (Pasi), Hutri-Kähönen, N. (Nina), März, W. (Winfried), Meinitzer, A. (Andreas), Juonala, M. (Markus), Kähönen, M. (Mika), Raitakari, O. T. (Olli T.), and Lehtimäki, T. (Terho)

Subjects
Risk factors, Epidemiology, Predictive markers
Abstract

High L-homoarginine (hArg) levels are directly associated with several risk factors for cardiometabolic diseases whereas low levels predict increased mortality in prospective studies. The biomarker role of hArg in young adults remains unknown. To study the predictive value of hArg in the development of cardiometabolic risk factors and diseases, we utilized data on high-pressure liquid chromatography-measured hArg, cardiovascular risk factors, ultrasound markers of preclinical atherosclerosis and type 2 diabetes from the population-based Young Finns Study involving 2,106 young adults (54.6% females, aged 24–39). We used a Mendelian randomization approach involving tens to hundreds of thousands of individuals to test causal associations. In our 10-year follow-up analysis, hArg served as an independent predictor for future hyperglycaemia (OR 1.31, 95% CI 1.06–1.63) and abdominal obesity (OR 1.60, 95% 1.14–2.30) in men and type 2 diabetes in women (OR 1.55, 95% CI 1.02–2.41). The MR analysis revealed no evidence of causal associations between serum hArg and any of the studied cardiometabolic outcomes. In conclusion, lifetime exposure to higher levels of circulating hArg does not seem to alter cardiometabolic disease risk. Whether hArg could be used as a biomarker for identification of individuals at risk developing cardiometabolic abnormalities merits further investigation.

Published
2017

45. Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits

Author

Justice, A.E. (Anne), Winkler, T.W. (Thomas W.), Feitosa, M.F., Graff, M.J. (Maud J.L.), Fisher, V.A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J.S. (Julius S.), Ahluwalia, T.S. (Tarunveer Singh), Chu, A.Y. (Audrey Y), Heard-Costa, N.L. (Nancy), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J.D. (John D.), Kutalik, Z. (Zoltán), Xue, L. (Luting), Mahajan, A. (Anubha), Renström, F. (Frida), Wu, J.M.W. (Joseph M. W.), Qi, Q., Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L.F. (Lawrence F.), Bonnefond, A. (Amélie), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M.N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Justesen, J.M. (Johanne M.), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M.E. (Marcus), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J., Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R.P.S. (Rita), Müller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A.V. (Albert), Smith, J.A. (Jennifer A), Stanča'kova, A. (Alena), Strawbridge, R.J. (Rona), Stringham, H.M. (Heather M.), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Van Der Laan, S.W. (Sander W.), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vedantam, S. (Sailaja), Verweij, N. (Niek), Vink, J.M. (Jacqueline), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zimmermann, M.E. (Martina E.), Zubair, N. (Niha), Abecasis, G.R. (Gonçalo), Adair, L.S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S.J.L. (Stephan), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bergman, R.N. (Richard), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin), Braga, D. (Daniele), Buckley, B.M. (Brendan M.), Buyske, S. (Steven), Campbell, H. (Harry), Chambers, J.C. (John C.), Collins, F.S. (Francis), Curran, J.E. (Joanne), Borst, G.J. (Gert) de, Craen, A.J. (Anton) de, Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Delgado, G., Ruijter, H.M. (Hester ) den, Eiriksdottir, G. (Gudny), Eriksson, A.L. (Anna L.), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T.B. (Tanja), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Göran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T.B. (Tamara), Hartman, C.A. (C.), Hassinen, M. (Maija), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J., Hollensted, M. (Mette), Holmen, O.L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. (Alan), Jansson, J.-O. (John-Olov), Jarvelin, M.-R. (Marjo-Riitta), Jhun, M.A. (Min A.), Jørgensen, M.E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Krämer, B.K. (Bernhard), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Leander, K. (Karin), Lee, N.R. (Nanette R.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stéphane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G.H. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P.A. (Pamela), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N.G. (Nicholas), McKenzie, C.A. (Colin), McKnight, B. (Barbara), Mellström, D. (Dan), Menni, C. (Cristina), Montgomery, G.W. (Grant W.), Musk, A.W. (Arthur), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I.M. (Ilja), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P.A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D.J. (David J.), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C. (D. C.), Rasmussen-Torvik, L.J. (Laura), Rawal, R. (Rajesh), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Rose, L.M. (Lynda M.), Bien, S.A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R.A. (Robert), Sennblad, B. (Bengt), Siemelink, M.A. (Marten A.), Silbernagel, G. (Günther), Slagboom, P.E. (Eline), Snieder, H. (Harold), Staessen, J.A. (Jan A.), Stott, D.J. (David. J.), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Taylor, K.D. (Kent), Tayo, B. (Bamidele), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Völzke, H. (Henry), Vonk, J.M. (Judith), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Westendorp, R.G.J. (Rudi), Wild, S.H. (Sarah), Willemsen, G., Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zhao, W. (Wei), Zillikens, M.C. (Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Böger, C.A. (Carsten), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Bruinenberg, M. (M.), Chasman, D.I. (Daniel), Ida Chen, Y.-D. (Yii-Der), Chines, P.S. (Peter), Cooper, R.S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), Faire, U. (Ulf) de, Ferrucci, L. (Luigi), Franks, P.W. (Paul), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.J. (Hans Jörgen), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A.D. (Andrew D.), Jukema, J.W. (Jan Wouter), Kardia, S.L.R. (Sharon), Kivimaki, M. (Mika), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), März, W. (Winfried), McCarthy, M.I. (Mark), Metspalu, A. (Andres), Morris, A.P. (Andrew), Ohlsson, C. (Claes), Palmer, L.J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B.H. (Blair), Sørensen, T.I.A. (Thorkild), Strauch, K. (Konstantin), Tiemeier, H.W. (Henning), Tremoli, E. (Elena), Van Der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Weir, D.R. (David), Whitfield, J. (John), Wilson, J.F. (James F.), Tyrrell, A.W.R., Frayling, T.M. (Timothy M.), Barroso, I.E. (Inês), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Hirschhorn, J.N. (Joel), Hunter, D.J. (David J.), Spector, T.D. (Timothy), Strachan, D.P. (David), Duijn, C.M. (Cornelia) van, Heid, I.M. (Iris), Mohlke, K.L. (Karen), Marchini, J. (Jonathan), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Liu, C.-T. (Ching-Ti), Borecki, I.B. (Ingrid), North, K.E. (Kari), Cupples, L.A. (Adrienne), Justice, A.E. (Anne), Winkler, T.W. (Thomas W.), Feitosa, M.F., Graff, M.J. (Maud J.L.), Fisher, V.A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J.S. (Julius S.), Ahluwalia, T.S. (Tarunveer Singh), Chu, A.Y. (Audrey Y), Heard-Costa, N.L. (Nancy), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J.D. (John D.), Kutalik, Z. (Zoltán), Xue, L. (Luting), Mahajan, A. (Anubha), Renström, F. (Frida), Wu, J.M.W. (Joseph M. W.), Qi, Q., Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L.F. (Lawrence F.), Bonnefond, A. (Amélie), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M.N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Justesen, J.M. (Johanne M.), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M.E. (Marcus), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J., Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R.P.S. (Rita), Müller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A.V. (Albert), Smith, J.A. (Jennifer A), Stanča'kova, A. (Alena), Strawbridge, R.J. (Rona), Stringham, H.M. (Heather M.), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Van Der Laan, S.W. (Sander W.), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vedantam, S. (Sailaja), Verweij, N. (Niek), Vink, J.M. (Jacqueline), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zimmermann, M.E. (Martina E.), Zubair, N. (Niha), Abecasis, G.R. (Gonçalo), Adair, L.S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S.J.L. (Stephan), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bergman, R.N. (Richard), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin), Braga, D. (Daniele), Buckley, B.M. (Brendan M.), Buyske, S. (Steven), Campbell, H. (Harry), Chambers, J.C. (John C.), Collins, F.S. (Francis), Curran, J.E. (Joanne), Borst, G.J. (Gert) de, Craen, A.J. (Anton) de, Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Delgado, G., Ruijter, H.M. (Hester ) den, Eiriksdottir, G. (Gudny), Eriksson, A.L. (Anna L.), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T.B. (Tanja), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Göran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T.B. (Tamara), Hartman, C.A. (C.), Hassinen, M. (Maija), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J., Hollensted, M. (Mette), Holmen, O.L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. (Alan), Jansson, J.-O. (John-Olov), Jarvelin, M.-R. (Marjo-Riitta), Jhun, M.A. (Min A.), Jørgensen, M.E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Krämer, B.K. (Bernhard), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Leander, K. (Karin), Lee, N.R. (Nanette R.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stéphane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G.H. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P.A. (Pamela), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N.G. (Nicholas), McKenzie, C.A. (Colin), McKnight, B. (Barbara), Mellström, D. (Dan), Menni, C. (Cristina), Montgomery, G.W. (Grant W.), Musk, A.W. (Arthur), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I.M. (Ilja), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P.A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D.J. (David J.), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C. (D. C.), Rasmussen-Torvik, L.J. (Laura), Rawal, R. (Rajesh), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Rose, L.M. (Lynda M.), Bien, S.A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R.A. (Robert), Sennblad, B. (Bengt), Siemelink, M.A. (Marten A.), Silbernagel, G. (Günther), Slagboom, P.E. (Eline), Snieder, H. (Harold), Staessen, J.A. (Jan A.), Stott, D.J. (David. J.), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Taylor, K.D. (Kent), Tayo, B. (Bamidele), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Völzke, H. (Henry), Vonk, J.M. (Judith), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Westendorp, R.G.J. (Rudi), Wild, S.H. (Sarah), Willemsen, G., Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zhao, W. (Wei), Zillikens, M.C. (Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Böger, C.A. (Carsten), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Bruinenberg, M. (M.), Chasman, D.I. (Daniel), Ida Chen, Y.-D. (Yii-Der), Chines, P.S. (Peter), Cooper, R.S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), Faire, U. (Ulf) de, Ferrucci, L. (Luigi), Franks, P.W. (Paul), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.J. (Hans Jörgen), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A.D. (Andrew D.), Jukema, J.W. (Jan Wouter), Kardia, S.L.R. (Sharon), Kivimaki, M. (Mika), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), März, W. (Winfried), McCarthy, M.I. (Mark), Metspalu, A. (Andres), Morris, A.P. (Andrew), Ohlsson, C. (Claes), Palmer, L.J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B.H. (Blair), Sørensen, T.I.A. (Thorkild), Strauch, K. (Konstantin), Tiemeier, H.W. (Henning), Tremoli, E. (Elena), Van Der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Weir, D.R. (David), Whitfield, J. (John), Wilson, J.F. (James F.), Tyrrell, A.W.R., Frayling, T.M. (Timothy M.), Barroso, I.E. (Inês), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Hirschhorn, J.N. (Joel), Hunter, D.J. (David J.), Spector, T.D. (Timothy), Strachan, D.P. (David), Duijn, C.M. (Cornelia) van, Heid, I.M. (Iris), Mohlke, K.L. (Karen), Marchini, J. (Jonathan), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Liu, C.-T. (Ching-Ti), Borecki, I.B. (Ingrid), North, K.E. (Kari), and Cupples, L.A. (Adrienne)

Abstract

Few genome-wide association studies (GWAS) account for environmental exposures, like smoking, potentially impacting the overall trait variance when investigating the genetic contribution to obesity-related traits. Here, we use GWAS data from 51,080 current smokers and 190,178 nonsmokers (87% European descent) to identify loci influencing BMI and central adiposity, measured as waist circumference and waist-to-hip ratio both adjusted for BMI. We identify 23 novel genetic loci, and 9 loci with convincing evidence of gene-smoking interaction (GxSMK) on obesity-related traits. We show consistent direction of effect for all identified loci and significance for 18 novel and for 5 interaction loci in an independent study sample. These loci highlight novel biological functions, including response to oxidative stress, addictive behaviour, and regulatory functions emphasizing the importance of accounting

Published
2017
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46. 1000 Genomes-based metaanalysis identifies 10 novel loci for kidney function

Author

Gorski, M. (Mathias), Most, P.J. (Peter) van der, Teumer, A. (Alexander), Chu, A.Y. (Audrey Y), Li, M. (Man), Mijatovic, V. (Vladan), Nolte, I.M. (Ilja), Cocca, M. (Massimiliano), Taliun, D. (Daniel), Gomez, F. (Felicia), Li, Y. (Yong), Tayo, B. (Bamidele), Tin, A. (Adrienne), Feitosa, M.F., Aspelund, T. (Thor), Attia, J. (John), Biffar, R. (Reiner), Bochud, M. (Murielle), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Chen, M.-H. (Ming-Huei), Chouraki, V. (Vincent), Ciullo, M. (Marina), Coresh, J. (Josef), Cornelis, M. (Marilyn), Curhan, G.C. (Gary), D'Adamo, A.P. (Adamo Pio), Dehghan, A. (Abbas), Dengler, L. (Laura), Ding, J. (Jingzhong), Eiriksdottir, G. (Gudny), Endlich, K. (Karlhans), Enroth, S. (Stefan), Esko, T. (Tõnu), Franco, O.H. (Oscar H.), Gasparini, P. (Paolo), Gieger, C. (Christian), Girotto, S., Gottesman, O. (Omri), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hancock, S.J. (Stephen J.), Harris, T.B. (Tamara), Helmer, C. (Catherine), Höllerer, S. (Simon), Hofer, E. (Edith), Hofman, A. (Albert), Holliday, E.G. (Elizabeth), Homuth, G. (Georg), Hu, F.B. (Frank), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Imboden, M. (Medea), Johansson, A. (Åsa), Kähönen, M. (Mika), König, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kumar, A. (Ashish), Kutalik, Z. (Zoltán), Lambert, J.-C. (J.), Launer, L.J. (Lenore), Lehtimäki, T. (Terho), De Borst, M.H. (Martin H.), Navis, G. (Gerjan), Swertz, M. (Morris), Liu, Y. (YongMei), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), McEvoy, M. (Mark), Meisinger, C. (Christa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Metzger, M. (Marie), Mihailov, E. (Evelin), Mitchell, P. (Paul), Nauck, M. (Matthias), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Penninx, B.W.J.H. (Brenda), Pistis, G. (Giorgio), Pramstaller, P.P. (Peter P.), Probst-Hensch, N.M. (Nicole M.), Raitakari, O.T. (Olli T.), Rettig, R. (Rainer), Ridker, P.M. (Paul), Rivadeneira, F. (Fernando), Robino, A. (Antonietta), Rosas, S.E. (Sylvia E.), Ruderfer, D. (Douglas), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Scott, R.J. (Rodney J.), Sedaghat, S. (Sanaz), Smith, A.V. (Albert), Sorice, R., Stengel, B. (Bernd), Stracke, S. (Sylvia), Strauch, K. (Konstantin), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Viikari, J. (Jorma), Völker, U. (Uwe), Vollenweider, P. (Peter), Völzke, H. (Henry), Vuckovic, D. (Dragana), Waldenberger, M. (Melanie), Wang, J.J. (Jie Jin), Yang, Q. (Qiong Fang), Chasman, D.I. (Daniel), Tromp, G. (Gerard), Snieder, H. (Harold), Heid, I.M. (Iris), Fox, C.S. (Caroline), Köttgen, A. (Anna), Penninx, B.W.J.H., Böger, C.A. (Carsten), Fuchsberger, C. (Christian), Gorski, M. (Mathias), Most, P.J. (Peter) van der, Teumer, A. (Alexander), Chu, A.Y. (Audrey Y), Li, M. (Man), Mijatovic, V. (Vladan), Nolte, I.M. (Ilja), Cocca, M. (Massimiliano), Taliun, D. (Daniel), Gomez, F. (Felicia), Li, Y. (Yong), Tayo, B. (Bamidele), Tin, A. (Adrienne), Feitosa, M.F., Aspelund, T. (Thor), Attia, J. (John), Biffar, R. (Reiner), Bochud, M. (Murielle), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Chen, M.-H. (Ming-Huei), Chouraki, V. (Vincent), Ciullo, M. (Marina), Coresh, J. (Josef), Cornelis, M. (Marilyn), Curhan, G.C. (Gary), D'Adamo, A.P. (Adamo Pio), Dehghan, A. (Abbas), Dengler, L. (Laura), Ding, J. (Jingzhong), Eiriksdottir, G. (Gudny), Endlich, K. (Karlhans), Enroth, S. (Stefan), Esko, T. (Tõnu), Franco, O.H. (Oscar H.), Gasparini, P. (Paolo), Gieger, C. (Christian), Girotto, S., Gottesman, O. (Omri), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hancock, S.J. (Stephen J.), Harris, T.B. (Tamara), Helmer, C. (Catherine), Höllerer, S. (Simon), Hofer, E. (Edith), Hofman, A. (Albert), Holliday, E.G. (Elizabeth), Homuth, G. (Georg), Hu, F.B. (Frank), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Imboden, M. (Medea), Johansson, A. (Åsa), Kähönen, M. (Mika), König, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kumar, A. (Ashish), Kutalik, Z. (Zoltán), Lambert, J.-C. (J.), Launer, L.J. (Lenore), Lehtimäki, T. (Terho), De Borst, M.H. (Martin H.), Navis, G. (Gerjan), Swertz, M. (Morris), Liu, Y. (YongMei), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), McEvoy, M. (Mark), Meisinger, C. (Christa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Metzger, M. (Marie), Mihailov, E. (Evelin), Mitchell, P. (Paul), Nauck, M. (Matthias), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Penninx, B.W.J.H. (Brenda), Pistis, G. (Giorgio), Pramstaller, P.P. (Peter P.), Probst-Hensch, N.M. (Nicole M.), Raitakari, O.T. (Olli T.), Rettig, R. (Rainer), Ridker, P.M. (Paul), Rivadeneira, F. (Fernando), Robino, A. (Antonietta), Rosas, S.E. (Sylvia E.), Ruderfer, D. (Douglas), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Scott, R.J. (Rodney J.), Sedaghat, S. (Sanaz), Smith, A.V. (Albert), Sorice, R., Stengel, B. (Bernd), Stracke, S. (Sylvia), Strauch, K. (Konstantin), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Viikari, J. (Jorma), Völker, U. (Uwe), Vollenweider, P. (Peter), Völzke, H. (Henry), Vuckovic, D. (Dragana), Waldenberger, M. (Melanie), Wang, J.J. (Jie Jin), Yang, Q. (Qiong Fang), Chasman, D.I. (Daniel), Tromp, G. (Gerard), Snieder, H. (Harold), Heid, I.M. (Iris), Fox, C.S. (Caroline), Köttgen, A. (Anna), Penninx, B.W.J.H., Böger, C.A. (Carsten), and Fuchsberger, C. (Christian)

Abstract

HapMap imputed genome-wide association studies (GWAS) have revealed >50 loci at which common variants with minor allele frequency >5% are associated with kidney function. GWAS using more complete reference sets for imputation, such as those from The 1000 Genomes project, promise to identify novel loci that have been missed by previous efforts. To investigate the value of such a more complete variant catalog, we conducted a GWAS meta-Analysis of kidney function based on the estimated glomerular filtration rate (EGFR) in 110,517 European ancestry participants using 1000 Genomes imputed data. We identified 10 novel loci with p-value < 5 × 10-8 previously missed by HapMap-based GWAS. Six of these loci (HOXD8, ARL15, PIK3R1, EYA4, ASTN2, and EPB41L3) are tagged by common SNPs unique to the 1000 Genomes reference panel. Using pathway analysis, we identified 39 significant (FDR < 0.05) genes and 127 significantly (FDR < 0.05) enriched gene sets, whi

Published
2017
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47. Genome-wide physical activity interactions in adiposity ― A meta-analysis of 200,452 adults

Author

Graff, M.J. (Maud J.L.), Scott, R.A. (Robert), Justice, A.E. (Anne), Young, K.L. (Kristin L.), Feitosa, M.F. (Mary Furlan), Barata, L. (Llilda), Winkler, T.W. (Thomas W.), Chu, A.Y. (Audrey), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N.L. (Nancy), Hoed, M. (Marcel) den, Ahluwalia, T.S. (Tarunveer Singh), Qi, Q., Ngwa, J.S., Renström, F. (Frida), Quaye, L. (Lydia), Eicher, J.D. (John D.), Hayes, J.E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltán), Lim, E. (Elise), Luan, J. (Jian'An), Huffman, J.E. (Jennifer), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P.J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. (Pedro), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A.V. (Albert Vernon), Kumari, M. (Meena), Harder, M.N. (Marie Neergaard), Justesen, J.M. (Johanne M.), Kleber, M.E. (Marcus), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N.V. (Natalia), Whitfield, J.B. (John B.), Zhao, J.H. (Jing Hua), Stringham, H.M. (Heather), Lyytikäinen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G.A.H.M. (Gonneke), Peyrot, W.J. (Wouter ), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayşe), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L.F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Mägi, R. (Reedik), Most, P.J. (Peter) van der, Jackson, A.U. (Anne), Bragg-Gresham, J.L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, Å. (Åsa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L.S. (Linda), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J.P. (John), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Bertoni, A.G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borja, J.B. (Judith), Brage, S. (Soren), Busonero, F., Buyske, S. (Steven), Campbell, H. (Harry), Chines, P.S. (Peter), Collins, F.S. (Francis), Corre, T. (Tanguy), Smith, G.D. (George Davey), Delgado, G., Dueker, N. (Nicole), Dörr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Fu, M. (Mao), Færch, K. (Kristine), Gieger, C. (Christian), Gläser, S., Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grootheest, G. (Gerard) van, Harald, K. (Kennet), Hastie, N. (Nick), Havulinna, A.S. (Aki), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J. (Lynne), Holmens, O.L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), James, A. (Alan), Jansson, J.-O. (John-Olov), Jhun, M.A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. (Heikki), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Kähönen, M. (Mika), Lakka, T.A. (Timo), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lindgren, C.M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K.L. (Keri), Montgomery, G.W. (Grant W.), Moor, M.H.M. de, Mulas, A. (Antonella), Müller-Nurasyid, M. (Martina), Musk, A.W., Männikkö, R. (Reija), Männistö, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J.A. (Jennifer ), Nolte, I.M. (Ilja M.), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P.A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L.J. (Laura J.), Rawal, R. (Rajesh), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M.A. (Mark A.), Savonen, K. (Kai), Scott, W.R. (William R.), Sanna, S. (Serena), Shuldiner, A.R. (Alan), Sidney, S. (Steve), Silbernagel, G. (Günther), Smith, B.H., Smith, J.A. (Jennifer A), Snieder, H. (Harold), Stancáková, A. (Alena), Sternfeld, B. (Barbara), Swift, A.J. (Amy), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), Vliet-Ostaptchouk, J.V. (Jana) van, Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Waeber, G. (Gérard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Zubair, N. (Niha), Haiman, C.A. (Christopher), LeMarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Perusse, L. (Louis), Wilson, J.F. (James), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C.A. (Catharina A.), Tönjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L.J. (Lyle J.), Kardia, S.L.R. (Sharon L. R.), Rauramaa, R. (Rainer), Sørensen, T.I.A. (Thorkild), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B.W.J.H. (Brenda), Geus, E.J.C. (Eco) de, Boomsma, D.I. (Dorret), Lehtimäki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N.G. (Nicholas), Kuh, D. (Diana), Liu, Y. (YongMei), Linneberg, A. (Allan), März, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T.B. (Tamara), Gudnason, V. (Vilmundur), Völzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Göran), Hansen, T. (T.), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Weir, D.R. (David), Porteous, D.J. (David J.), Boerwinkle, E.A. (Eric), Chasman, D.I. (Daniel), Abecasis, G.R. (Gonçalo R.), Barroso, I.E. (Inês), McCarthy, M.I. (Mark I.), Frayling, T.M. (Timothy), O’Connell, J.R. (Jeffrey R.), Duijn, C.M. (Cornelia) van, Boehnke, M. (Michael), Heid, I.M. (Iris), Mohlke, K.L. (Karen), Strachan, D.P. (David), Fox, C.S. (Caroline), Liu, C.-T. (Ching-Ti), Hirschhorn, J.N. (Joel), Klein, R.J. (Robert J.), Johnson, A.D. (Andrew), Borecki, I.B. (Ingrid), Franks, P.W. (Paul), North, K.E. (Kari), Cupples, L.A. (Adrienne), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Graff, M.J. (Maud J.L.), Scott, R.A. (Robert), Justice, A.E. (Anne), Young, K.L. (Kristin L.), Feitosa, M.F. (Mary Furlan), Barata, L. (Llilda), Winkler, T.W. (Thomas W.), Chu, A.Y. (Audrey), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N.L. (Nancy), Hoed, M. (Marcel) den, Ahluwalia, T.S. (Tarunveer Singh), Qi, Q., Ngwa, J.S., Renström, F. (Frida), Quaye, L. (Lydia), Eicher, J.D. (John D.), Hayes, J.E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltán), Lim, E. (Elise), Luan, J. (Jian'An), Huffman, J.E. (Jennifer), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P.J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. (Pedro), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A.V. (Albert Vernon), Kumari, M. (Meena), Harder, M.N. (Marie Neergaard), Justesen, J.M. (Johanne M.), Kleber, M.E. (Marcus), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N.V. (Natalia), Whitfield, J.B. (John B.), Zhao, J.H. (Jing Hua), Stringham, H.M. (Heather), Lyytikäinen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G.A.H.M. (Gonneke), Peyrot, W.J. (Wouter ), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayşe), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L.F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Mägi, R. (Reedik), Most, P.J. (Peter) van der, Jackson, A.U. (Anne), Bragg-Gresham, J.L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, Å. (Åsa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L.S. (Linda), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J.P. (John), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Bertoni, A.G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borja, J.B. (Judith), Brage, S. (Soren), Busonero, F., Buyske, S. (Steven), Campbell, H. (Harry), Chines, P.S. (Peter), Collins, F.S. (Francis), Corre, T. (Tanguy), Smith, G.D. (George Davey), Delgado, G., Dueker, N. (Nicole), Dörr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Fu, M. (Mao), Færch, K. (Kristine), Gieger, C. (Christian), Gläser, S., Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grootheest, G. (Gerard) van, Harald, K. (Kennet), Hastie, N. (Nick), Havulinna, A.S. (Aki), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J. (Lynne), Holmens, O.L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), James, A. (Alan), Jansson, J.-O. (John-Olov), Jhun, M.A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. (Heikki), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Kähönen, M. (Mika), Lakka, T.A. (Timo), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lindgren, C.M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K.L. (Keri), Montgomery, G.W. (Grant W.), Moor, M.H.M. de, Mulas, A. (Antonella), Müller-Nurasyid, M. (Martina), Musk, A.W., Männikkö, R. (Reija), Männistö, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J.A. (Jennifer ), Nolte, I.M. (Ilja M.), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P.A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L.J. (Laura J.), Rawal, R. (Rajesh), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M.A. (Mark A.), Savonen, K. (Kai), Scott, W.R. (William R.), Sanna, S. (Serena), Shuldiner, A.R. (Alan), Sidney, S. (Steve), Silbernagel, G. (Günther), Smith, B.H., Smith, J.A. (Jennifer A), Snieder, H. (Harold), Stancáková, A. (Alena), Sternfeld, B. (Barbara), Swift, A.J. (Amy), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), Vliet-Ostaptchouk, J.V. (Jana) van, Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Waeber, G. (Gérard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Zubair, N. (Niha), Haiman, C.A. (Christopher), LeMarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Perusse, L. (Louis), Wilson, J.F. (James), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C.A. (Catharina A.), Tönjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L.J. (Lyle J.), Kardia, S.L.R. (Sharon L. R.), Rauramaa, R. (Rainer), Sørensen, T.I.A. (Thorkild), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B.W.J.H. (Brenda), Geus, E.J.C. (Eco) de, Boomsma, D.I. (Dorret), Lehtimäki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N.G. (Nicholas), Kuh, D. (Diana), Liu, Y. (YongMei), Linneberg, A. (Allan), März, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T.B. (Tamara), Gudnason, V. (Vilmundur), Völzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Göran), Hansen, T. (T.), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Weir, D.R. (David), Porteous, D.J. (David J.), Boerwinkle, E.A. (Eric), Chasman, D.I. (Daniel), Abecasis, G.R. (Gonçalo R.), Barroso, I.E. (Inês), McCarthy, M.I. (Mark I.), Frayling, T.M. (Timothy), O’Connell, J.R. (Jeffrey R.), Duijn, C.M. (Cornelia) van, Boehnke, M. (Michael), Heid, I.M. (Iris), Mohlke, K.L. (Karen), Strachan, D.P. (David), Fox, C.S. (Caroline), Liu, C.-T. (Ching-Ti), Hirschhorn, J.N. (Joel), Klein, R.J. (Robert J.), Johnson, A.D. (Andrew), Borecki, I.B. (Ingrid), Franks, P.W. (Paul), North, K.E. (Kari), Cupples, L.A. (Adrienne), Loos, R.J.F. (Ruth), and Kilpeläinen, T.O. (Tuomas)

Abstract

Physical activity (PA) may modify the genetic effects that give rise to increased risk of obesity. To identify adiposity loci whose effects are modified by PA, we performed genome-wide interaction meta-analyses of BMI and BMI-adjusted waist circumference and waist-hip ratio from up to 200,452 adults of European (n = 180,423) or other ancestry (n = 20,029). We standardized PA by categorizing it into a dichotomous variable where, on average, 23% of participants were categorized as inactive and 77% as physically active. While we replicate the interaction with PA for the strongest known obesity-risk locus in the FTO gene, of which the effect is attenuated by ~30% in physically active individuals compared to inactive individuals, we do not identify additional loci that are sensitive to PA. In additional genome-wide meta-analyses adjusting for PA and interaction with PA, we identify 11 novel adiposity loci, suggesting that accounting for PA or other environmental factors that contribute to variation in adiposity may facilitate gene discovery.

Published
2017
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48. Vitamin D and cognitive function:a Mendelian randomisation study

Author

Maddock, J. (Jane), Zhou, A. (Ang), Cavadino, A. (Alana), Kuźma, E. (Elżbieta), Bao, Y. (Yanchun), Smart, M. C. (Melissa C.), Saum, K.-U. (Kai-Uwe), Schöttker, B. (Ben), Engmann, J. (Jorgen), Kjærgaard, M. (Marie), Karhunen, V. (Ville), Zhan, Y. (Yiqiang), Lehtimäki, T. (Terho), Rovio, S. P. (Suvi P.), Byberg, L. (Liisa), Lahti, J. (Jari), Marques-Vidal, P. (Pedro), Sen, A. (Abhijit), Perna, L. (Laura), Schirmer, H. (Henrik), Singh-Manoux, A. (Archana), Auvinen, J. (Juha), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Kilander, L. (Lena), Räikkönen, K. (Katri), Melhus, H. (Håkan), Ingelsson, E. (Erik), Guessous, I. (Idris), Petrovic, K. E. (Katja E), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Vollenweider, P. (Peter), Lind, L. (Lars), Eriksson, J. G. (Johan G.), Michaëlsson, K. (Karl), Raitakari, O. T. (Olli T.), Hägg, S. (Sara), Pedersen, N. L. (Nancy L.), Herzig, K.-H. (Karl-Heinz), Järvelin, M.-R. (Marjo-Riitta), Veijola, J. (Juha), Kivimäki, M. (Mika), Jorde, R. (Rolf), Brenner, H. (Hermann), Kumari, M. (Meena), Power, C. (Chris), Llewellyn, D. J. (David J.), Hyppönen, E. (Elina), Maddock, J. (Jane), Zhou, A. (Ang), Cavadino, A. (Alana), Kuźma, E. (Elżbieta), Bao, Y. (Yanchun), Smart, M. C. (Melissa C.), Saum, K.-U. (Kai-Uwe), Schöttker, B. (Ben), Engmann, J. (Jorgen), Kjærgaard, M. (Marie), Karhunen, V. (Ville), Zhan, Y. (Yiqiang), Lehtimäki, T. (Terho), Rovio, S. P. (Suvi P.), Byberg, L. (Liisa), Lahti, J. (Jari), Marques-Vidal, P. (Pedro), Sen, A. (Abhijit), Perna, L. (Laura), Schirmer, H. (Henrik), Singh-Manoux, A. (Archana), Auvinen, J. (Juha), Hutri-Kähönen, N. (Nina), Kähönen, M. (Mika), Kilander, L. (Lena), Räikkönen, K. (Katri), Melhus, H. (Håkan), Ingelsson, E. (Erik), Guessous, I. (Idris), Petrovic, K. E. (Katja E), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Vollenweider, P. (Peter), Lind, L. (Lars), Eriksson, J. G. (Johan G.), Michaëlsson, K. (Karl), Raitakari, O. T. (Olli T.), Hägg, S. (Sara), Pedersen, N. L. (Nancy L.), Herzig, K.-H. (Karl-Heinz), Järvelin, M.-R. (Marjo-Riitta), Veijola, J. (Juha), Kivimäki, M. (Mika), Jorde, R. (Rolf), Brenner, H. (Hermann), Kumari, M. (Meena), Power, C. (Chris), Llewellyn, D. J. (David J.), and Hyppönen, E. (Elina)

Abstract

The causal nature of the association between hypovitaminosis D and poor cognitive function in mid- to later-life is uncertain. Using a Mendelian randomisation(MR) approach, we examined the causal relationship between 25(OH)D and cognitive function. Data came from 172,349 participants from 17 cohorts. DHCR7(rs12785878), CYP2R1 rs12794714) and their combined synthesis score were chosen to proxy 25(OH)D. Cognitive tests were standardised into global and memory scores. Analyses were stratified by 25(OH)D tertiles, sex and age. Random effects meta-analyses assessed associations between 25(OH)D and cognitive function. Associations of serum 25(OH)D with global and memory-related cognitive function were non-linear (lower cognitive scores for both low and high 25(OH)D, pcurvature ≤ 0.006), with much of the curvature attributed to a single study. DHCR7, CYP2R1, and the synthesis score were associated with small reductions in 25(OH)D per vitamin D-decreasing allele. However, coefficients for associations with global or memory-related cognitive function were non-significant and in opposing directions for DHCR7 and CYP2R1, with no overall association observed for the synthesis score. Coefficients for the synthesis score and global and memory cognition were similar when stratified by 25(OH)D tertiles, sex and age. We found no evidence for serum 25(OH)D concentration as a causal factor for cognitive performance in mid- to later life.

Published
2017

49. Corrigendum: 1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function.

Author

Gorski, M., Most, PJV, Teumer, A., Chu, A.Y., Li, M., Mijatovic, V., Nolte, I.M., Cocca, M., Taliun, D., Gomez, F., Li, Y., Tayo, B., Tin, A., Feitosa, M.F., Aspelund, T., Attia, J., Biffar, R., Bochud, M., Boerwinkle, E., Borecki, I., Bottinger, E.P., Chen, M.H., Chouraki, V., Ciullo, M., Coresh, J., Cornelis, M.C., Curhan, G.C., Adamo, A.P., Dehghan, A., Dengler, L., Ding, J., Eiriksdottir, G., Endlich, K., Enroth, S., Esko, T., Franco, O.H., Gasparini, P., Gieger, C., Girotto, G., Gottesman, O., Gudnason, V., Gyllensten, U., Hancock, S.J., Harris, T.B., Helmer, C., Höllerer, S., Hofer, E., Hofman, A., Holliday, E.G., Homuth, G., Hu, F.B., Huth, C., Hutri-Kähönen, N., Hwang, S.J., Imboden, M., Johansson, Å., Kähönen, M., König, W., Kramer, H., Krämer, B.K., Kumar, A., Kutalik, Z., Lambert, J.C., Launer, L.J., Lehtimäki, T., de Borst, M.H., Navis, G., Swertz, M., Liu, Y., Lohman, K., Loos, RJF, Lu, Y., Lyytikäinen, L.P., McEvoy, M.A., Meisinger, C., Meitinger, T., Metspalu, A., Metzger, M., Mihailov, E., Mitchell, P., Nauck, M., Oldehinkel, A.J., Olden, M., Wjh Penninx, B., Pistis, G., Pramstaller, P.P., Probst-Hensch, N., Raitakari, O.T., Rettig, R., Ridker, P.M., Rivadeneira, F., Robino, A., Rosas, S.E., Ruderfer, D., Ruggiero, D., Saba, Y., Sala, C., Schmidt, H., Schmidt, R., Scott, R.J., Sedaghat, S., Smith, A.V., Sorice, R., Stengel, B., Stracke, S., Strauch, K., Toniolo, D., Uitterlinden, A.G., Ulivi, S., Viikari, J.S., Völker, U., Vollenweider, P., Völzke, H., Vuckovic, D., Waldenberger, M., Wang, J.J., Yang, Q., Chasman, D.I., Tromp, G., Snieder, H., Heid, I.M., Fox, C.S., Köttgen, A., Pattaro, C., Böger, C.A., Fuchsberger, C., Gorski, M., Most, PJV, Teumer, A., Chu, A.Y., Li, M., Mijatovic, V., Nolte, I.M., Cocca, M., Taliun, D., Gomez, F., Li, Y., Tayo, B., Tin, A., Feitosa, M.F., Aspelund, T., Attia, J., Biffar, R., Bochud, M., Boerwinkle, E., Borecki, I., Bottinger, E.P., Chen, M.H., Chouraki, V., Ciullo, M., Coresh, J., Cornelis, M.C., Curhan, G.C., Adamo, A.P., Dehghan, A., Dengler, L., Ding, J., Eiriksdottir, G., Endlich, K., Enroth, S., Esko, T., Franco, O.H., Gasparini, P., Gieger, C., Girotto, G., Gottesman, O., Gudnason, V., Gyllensten, U., Hancock, S.J., Harris, T.B., Helmer, C., Höllerer, S., Hofer, E., Hofman, A., Holliday, E.G., Homuth, G., Hu, F.B., Huth, C., Hutri-Kähönen, N., Hwang, S.J., Imboden, M., Johansson, Å., Kähönen, M., König, W., Kramer, H., Krämer, B.K., Kumar, A., Kutalik, Z., Lambert, J.C., Launer, L.J., Lehtimäki, T., de Borst, M.H., Navis, G., Swertz, M., Liu, Y., Lohman, K., Loos, RJF, Lu, Y., Lyytikäinen, L.P., McEvoy, M.A., Meisinger, C., Meitinger, T., Metspalu, A., Metzger, M., Mihailov, E., Mitchell, P., Nauck, M., Oldehinkel, A.J., Olden, M., Wjh Penninx, B., Pistis, G., Pramstaller, P.P., Probst-Hensch, N., Raitakari, O.T., Rettig, R., Ridker, P.M., Rivadeneira, F., Robino, A., Rosas, S.E., Ruderfer, D., Ruggiero, D., Saba, Y., Sala, C., Schmidt, H., Schmidt, R., Scott, R.J., Sedaghat, S., Smith, A.V., Sorice, R., Stengel, B., Stracke, S., Strauch, K., Toniolo, D., Uitterlinden, A.G., Ulivi, S., Viikari, J.S., Völker, U., Vollenweider, P., Völzke, H., Vuckovic, D., Waldenberger, M., Wang, J.J., Yang, Q., Chasman, D.I., Tromp, G., Snieder, H., Heid, I.M., Fox, C.S., Köttgen, A., Pattaro, C., Böger, C.A., and Fuchsberger, C.

Abstract

This corrects the article DOI: 10.1038/srep45040.

Published
2017

50. Genetic loci associated with heart rate variability and their effects on cardiac disease risk

Author

Nolte, I. M. (Ilja M.), Munoz, M. L. (M. Loretto), Tragante, V. (Vinicius), Amare, A. T. (Azmeraw T.), Jansen, R. (Rick), Vaez, A. (Ahmad), von der Heyde, B. (Benedikt), Avery, C. L. (Christy L.), Bis, J. C. (Joshua C.), Dierckx, B. (Bram), van Dongen, J. (Jenny), Gogarten, S. M. (Stephanie M.), Goyette, P. (Philippe), Hernesniemi, J. (Jussi), Huikari, V. (Ville), Hwang, S.-J. (Shih-Jen), Jaju, D. (Deepali), Kerr, K. F. (Kathleen F.), Kluttig, A. (Alexander), Krijthe, B. P. (Bouwe P.), Kumar, J. (Jitender), van der Laan, S. W. (Sander W.), Lyytikäinen, L.-P. (Leo-Pekka), Maihofer, A. X. (Adam X.), Minassian, A. (Arpi), van der Most, P. J. (Peter J.), Mueller-Nurasyid, M. (Martina), Nivard, M. (Michel), Salvi, E. (Erika), Stewart, J. D. (James D.), Thayer, J. F. (Julian F.), Verweij, N. (Niek), Wong, A. (Andrew), Zabaneh, D. (Delilah), Zafarmand, M. H. (Mohammad H.), Abdellaoui, A. (Abdel), Albarwani, S. (Sulayma), Albert, C. (Christine), Alonso, A. (Alvaro), Ashar, F. (Foram), Auvinen, J. (Juha), Axelsson, T. (Tomas), Baker, D. G. (Dewleen G.), de Bakker, P. I. (Paul I. W.), Barcella, M. (Matteo), Bayoumi, R. (Riad), Bieringa, R. J. (Rob J.), Boomsma, D. (Dorret), Boucher, G. (Gabrielle), Britton, A. R. (Annie R.), Christophersen, I. E. (Ingrid E.), Dietrich, A. (Andrea), Ehret, G. B. (George B.), Ellinor, P. T. (Patrick T.), Eskola, M. (Markku), Felix, J. F. (Janine F.), Floras, J. S. (John S.), Franco, O. H. (Oscar H.), Friberg, P. (Peter), Gademan, M. G. (Maaike G. J.), Geyer, M. A. (Mark A.), Giedraitis, V. (Vilmantas), Hartman, C. A. (Catharina A.), Hemerich, D. (Daiane), Hofman, A. (Albert), Hottenga, J.-J. (Jouke-Jan), Huikuri, H. (Heikki), Hutri-Kähönen, N. (Nina), Jouven, X. (Xavier), Junttila, J. (Juhani), Juonala, M. (Markus), Kiviniemi, A. M. (Antti M.), Kors, J. A. (Jan A.), Kumari, M. (Meena), Kuznetsova, T. (Tatiana), Laurie, C. C. (Cathy C.), Lefrandt, J. D. (Joop D.), Li, Y. (Yong), Li, Y. (Yun), Liao, D. (Duanping), Limacher, M. C. (Marian C.), Lin, H. J. (Henry J.), Lindgren, C. M. (Cecilia M.), Lubitz, S. A. (Steven A.), Mahajan, A. (Anubha), McKnight, B. (Barbara), zu Schwabedissen, H. M. (Henriette Meyer), Milaneschi, Y. (Yuri), Mononen, N. (Nina), Morris, A. P. (Andrew P.), Nalls, M. A. (Mike A.), Navis, G. (Gerjan), Neijts, M. (Melanie), Nikus, K. (Kjell), North, K. E. (Kari E.), O'Connor, D. T. (Daniel T.), Ormel, J. (Johan), Perz, S. (Siegfried), Peters, A. (Annette), Psaty, B. M. (Bruce M.), Raitakari, O. T. (Olli T.), Risbrough, V. B. (Victoria B.), Sinner, M. F. (Moritz F.), Siscovick, D. (David), Smit, J. H. (Johannes H.), Smith, N. L. (Nicholas L.), Soliman, E. Z. (Elsayed Z.), Sotoodehnia, N. (Nona), Staessen, J. A. (Jan A.), Stein, P. K. (Phyllis K.), Stilp, A. M. (Adrienne M.), Stolarz-Skrzypek, K. (Katarzyna), Strauch, K. (Konstantin), Sundström, J. (Johan), Swenne, C. A. (Cees A.), Syvänen, A.-C. (Ann-Christine), Tardif, J.-C. (Jean-Claude), Taylor, K. D. (Kent D.), Teumer, A. (Alexander), Thornton, T. A. (Timothy A.), Tinker, L. E. (Lesley E.), Uitterlinden, A. G. (Andre G.), van Setten, J. (Jessica), Voss, A. (Andreas), Waldenberger, M. (Melanie), Wilhelmsen, K. C. (Kirk C.), Willemsen, G. (Gonneke), Wong, Q. (Quenna), Zhang, Z.-M. (Zhu-Ming), Zonderman, A. B. (Alan B.), Cusi, D. (Daniele), Evans, M. K. (Michele K.), Greiser, H. K. (Halina K.), van der Harst, P. (Pim), Hassan, M. (Mohammad), Ingelsson, E. (Erik), Järvelin, M.-R. (Marjo-Riitta), Kaab, S. (Stefan), Kähönen, M. (Mika), Kivimäki, M. (Mika), Kooperberg, C. (Charles), Kuh, D. (Diana), Lehtimäki, T. (Terho), Lind, L. (Lars), Nievergelt, C. M. (Caroline M.), O'Donnell, C. J. (Chris J.), Oldehinkel, A. J. (Albertine J.), Penninx, B. (Brenda), Reiner, A. P. (Alexander P.), Riese, H. (Harriette), van Roon, A. M. (Arie M.), Rioux, J. D. (John D.), Rotter, J. I. (Jerome I.), Sofer, T. (Tamar), Stricker, B. H. (Bruno H.), Tiemeier, H. (Henning), Vrijkotte, T. G. (Tanja G. M.), Asselbergs, F. W. (Folkert W.), Brundel, B. J. (Bianca J. J. M.), Heckbert, S. R. (Susan R.), Whitsel, E. A. (Eric A.), den Hoed, M. (Marcel), Snieder, H. (Harold), de Geus, E. J. (Eco J. C.), Nolte, I. M. (Ilja M.), Munoz, M. L. (M. Loretto), Tragante, V. (Vinicius), Amare, A. T. (Azmeraw T.), Jansen, R. (Rick), Vaez, A. (Ahmad), von der Heyde, B. (Benedikt), Avery, C. L. (Christy L.), Bis, J. C. (Joshua C.), Dierckx, B. (Bram), van Dongen, J. (Jenny), Gogarten, S. M. (Stephanie M.), Goyette, P. (Philippe), Hernesniemi, J. (Jussi), Huikari, V. (Ville), Hwang, S.-J. (Shih-Jen), Jaju, D. (Deepali), Kerr, K. F. (Kathleen F.), Kluttig, A. (Alexander), Krijthe, B. P. (Bouwe P.), Kumar, J. (Jitender), van der Laan, S. W. (Sander W.), Lyytikäinen, L.-P. (Leo-Pekka), Maihofer, A. X. (Adam X.), Minassian, A. (Arpi), van der Most, P. J. (Peter J.), Mueller-Nurasyid, M. (Martina), Nivard, M. (Michel), Salvi, E. (Erika), Stewart, J. D. (James D.), Thayer, J. F. (Julian F.), Verweij, N. (Niek), Wong, A. (Andrew), Zabaneh, D. (Delilah), Zafarmand, M. H. (Mohammad H.), Abdellaoui, A. (Abdel), Albarwani, S. (Sulayma), Albert, C. (Christine), Alonso, A. (Alvaro), Ashar, F. (Foram), Auvinen, J. (Juha), Axelsson, T. (Tomas), Baker, D. G. (Dewleen G.), de Bakker, P. I. (Paul I. W.), Barcella, M. (Matteo), Bayoumi, R. (Riad), Bieringa, R. J. (Rob J.), Boomsma, D. (Dorret), Boucher, G. (Gabrielle), Britton, A. R. (Annie R.), Christophersen, I. E. (Ingrid E.), Dietrich, A. (Andrea), Ehret, G. B. (George B.), Ellinor, P. T. (Patrick T.), Eskola, M. (Markku), Felix, J. F. (Janine F.), Floras, J. S. (John S.), Franco, O. H. (Oscar H.), Friberg, P. (Peter), Gademan, M. G. (Maaike G. J.), Geyer, M. A. (Mark A.), Giedraitis, V. (Vilmantas), Hartman, C. A. (Catharina A.), Hemerich, D. (Daiane), Hofman, A. (Albert), Hottenga, J.-J. (Jouke-Jan), Huikuri, H. (Heikki), Hutri-Kähönen, N. (Nina), Jouven, X. (Xavier), Junttila, J. (Juhani), Juonala, M. (Markus), Kiviniemi, A. M. (Antti M.), Kors, J. A. (Jan A.), Kumari, M. (Meena), Kuznetsova, T. (Tatiana), Laurie, C. C. (Cathy C.), Lefrandt, J. D. (Joop D.), Li, Y. (Yong), Li, Y. (Yun), Liao, D. (Duanping), Limacher, M. C. (Marian C.), Lin, H. J. (Henry J.), Lindgren, C. M. (Cecilia M.), Lubitz, S. A. (Steven A.), Mahajan, A. (Anubha), McKnight, B. (Barbara), zu Schwabedissen, H. M. (Henriette Meyer), Milaneschi, Y. (Yuri), Mononen, N. (Nina), Morris, A. P. (Andrew P.), Nalls, M. A. (Mike A.), Navis, G. (Gerjan), Neijts, M. (Melanie), Nikus, K. (Kjell), North, K. E. (Kari E.), O'Connor, D. T. (Daniel T.), Ormel, J. (Johan), Perz, S. (Siegfried), Peters, A. (Annette), Psaty, B. M. (Bruce M.), Raitakari, O. T. (Olli T.), Risbrough, V. B. (Victoria B.), Sinner, M. F. (Moritz F.), Siscovick, D. (David), Smit, J. H. (Johannes H.), Smith, N. L. (Nicholas L.), Soliman, E. Z. (Elsayed Z.), Sotoodehnia, N. (Nona), Staessen, J. A. (Jan A.), Stein, P. K. (Phyllis K.), Stilp, A. M. (Adrienne M.), Stolarz-Skrzypek, K. (Katarzyna), Strauch, K. (Konstantin), Sundström, J. (Johan), Swenne, C. A. (Cees A.), Syvänen, A.-C. (Ann-Christine), Tardif, J.-C. (Jean-Claude), Taylor, K. D. (Kent D.), Teumer, A. (Alexander), Thornton, T. A. (Timothy A.), Tinker, L. E. (Lesley E.), Uitterlinden, A. G. (Andre G.), van Setten, J. (Jessica), Voss, A. (Andreas), Waldenberger, M. (Melanie), Wilhelmsen, K. C. (Kirk C.), Willemsen, G. (Gonneke), Wong, Q. (Quenna), Zhang, Z.-M. (Zhu-Ming), Zonderman, A. B. (Alan B.), Cusi, D. (Daniele), Evans, M. K. (Michele K.), Greiser, H. K. (Halina K.), van der Harst, P. (Pim), Hassan, M. (Mohammad), Ingelsson, E. (Erik), Järvelin, M.-R. (Marjo-Riitta), Kaab, S. (Stefan), Kähönen, M. (Mika), Kivimäki, M. (Mika), Kooperberg, C. (Charles), Kuh, D. (Diana), Lehtimäki, T. (Terho), Lind, L. (Lars), Nievergelt, C. M. (Caroline M.), O'Donnell, C. J. (Chris J.), Oldehinkel, A. J. (Albertine J.), Penninx, B. (Brenda), Reiner, A. P. (Alexander P.), Riese, H. (Harriette), van Roon, A. M. (Arie M.), Rioux, J. D. (John D.), Rotter, J. I. (Jerome I.), Sofer, T. (Tamar), Stricker, B. H. (Bruno H.), Tiemeier, H. (Henning), Vrijkotte, T. G. (Tanja G. M.), Asselbergs, F. W. (Folkert W.), Brundel, B. J. (Bianca J. J. M.), Heckbert, S. R. (Susan R.), Whitsel, E. A. (Eric A.), den Hoed, M. (Marcel), Snieder, H. (Harold), and de Geus, E. J. (Eco J. C.)

Abstract

Reduced cardiac vagal control reflected in low heart rate variability (HRV) is associated with greater risks for cardiac morbidity and mortality. In two-stage meta-analyses of genome-wide association studies for three HRV traits in up to 53,174 individuals of European ancestry, we detect 17 genome-wide significant SNPs in eight loci. HRV SNPs tag non-synonymous SNPs (in NDUFA11 and KIAA1755), expression quantitative trait loci (eQTLs) (influencing GNG11, RGS6 and NEO1), or are located in genes preferentially expressed in the sinoatrial node (GNG11, RGS6 and HCN4). Genetic risk scores account for 0.9 to 2.6% of the HRV variance. Significant genetic correlation is found for HRV with heart rate (-0.74

Published
2017

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