Subscribe to RSS
DOI: 10.1055/a-1497-9777
Joint Effect of Multiple Prothrombotic Genotypes and Obesity on the Risk of Incident Venous Thromboembolism
Funding K.G. Jebsen TREC and K.G. Jebsen Center for Genetic Epidemiology are supported by independent grants from Stiftelsen Kristian Gerhard Jebsen. The Trøndelag Health Study (The HUNT Study) is a collaboration between HUNT Research Centre (Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology), Trøndelag County Council, Central Norway Regional Health Authority, and the Norwegian Institute of Public Health. The genotyping in HUNT was financed by the National Institutes of Health; University of Michigan; the Research Council of Norway; the Liaison Committee for Education, Research and Innovation in Central Norway; and the Joint Research Committee between St Olav's Hospital and the Faculty of Medicine and Health Sciences, NTNU. T. Frischmuth is supported by the Northern Norway Regional Health Authority.Abstract
Background The impact of the combination of obesity and multiple prothrombotic genotypes on venous thromboembolism (VTE) risk remains unclear.
Objective To investigate the joint effect of obesity and a genetic risk score (GRS) composed of established prothrombotic single nucleotide polymorphisms (SNPs) on VTE risk using a population-based case–cohort.
Methods Cases with incident VTE (n = 1,470) and a subcohort (n = 12,826) were derived from the Tromsø Study (1994–2012) and the Trøndelag Health Study (HUNT) (1995–2008). Participants were genotyped for ABO (rs8176719), F5 (rs6025), F2 (rs1799963), FGG (rs2066865), and F11 (rs2036914) SNPs. Age- and sex-adjusted hazard ratios (HRs) were estimated according to body mass index (BMI) categories and number of risk alleles for individual SNPs and the GRS (0–1, 2, 3, ≥4 alleles).
Results The combination of obesity (BMI ≥ 30kg/m2) and risk alleles, either as individual SNPs or as a GRS, had an additive effect on VTE risk (i.e., no biological interaction). Obese subjects who were carriers of ≥4 risk alleles had a 2.85-fold (95% confidence interval [CI]: 2.05–3.96) increased risk of overall VTE compared with those with BMI <25 kg/m2 and 0 to 1 risk allele. However, in subgroups, the combination of obesity and ≥4 risk alleles was more pronounced for deep vein thrombosis (DVT) (HR: 3.20; 95% CI: 2.09–4.90) and unprovoked VTE (HR: 3.82; 95% CI: 2.25–6.47), suggesting a supra-additive effect.
Conclusion Our findings indicate that the combination of obesity and GRS has an additive effect on the risk of overall VTE. However, it may have a supra-additive effect on the risk of DVT and unprovoked VTE.
Keywords
deep vein thrombosis - interaction - obesity - single nucleotide polymorphisms - venous thromboembolismAuthor Contributions
T.F. analyzed data, interpreted the results, and drafted the manuscript. K.H. provided statistical support, interpreted the results, and revised the manuscript. M.E.G., B.B., and K.H. organized data collection and revised the manuscript. S.K.B. designed the study, organized data collection, interpreted the results, contributed to the manuscript draft, and revised the manuscript. J-.B. H. designed the study, organized data collection, interpreted the results, and revised the manuscript. V.M.M. designed the study, interpreted the results, contributed to the manuscript draft, and revised the manuscript. All authors reviewed and approved the final version of the manuscript.
Publication History
Received: 12 January 2021
Accepted: 30 April 2021
Accepted Manuscript online:
03 May 2021
Article published online:
25 June 2021
© 2021. Thieme. All rights reserved.
Georg Thieme Verlag KG
Rüdigerstraße 14, 70469 Stuttgart, Germany
-
References
- 1 Naess IA, Christiansen SC, Romundstad P, Cannegieter SC, Rosendaal FR, Hammerstrøm J. Incidence and mortality of venous thrombosis: a population-based study. J Thromb Haemost 2007; 5 (04) 692-699
- 2 Arshad N, Isaksen T, Hansen JB, Brækkan SK. Time trends in incidence rates of venous thromboembolism in a large cohort recruited from the general population. Eur J Epidemiol 2017; 32 (04) 299-305
- 3 World Health Organization (WHO). Fact sheet: obesity and overweight. 2018 . Accessed February 24, 2020 at: https://www.who.int/en/news-room/fact-sheets/detail/obesity-and-overweight
- 4 Braekkan SK, Siegerink B, Lijfering WM, Hansen JB, Cannegieter SC, Rosendaal FR. Role of obesity in the etiology of deep vein thrombosis and pulmonary embolism: current epidemiological insights. Semin Thromb Hemost 2013; 39 (05) 533-540
- 5 Rahmani J, Haghighian Roudsari A, Bawadi H. et al. Relationship between body mass index, risk of venous thromboembolism and pulmonary embolism: a systematic review and dose-response meta-analysis of cohort studies among four million participants. Thromb Res 2020; 192: 64-72
- 6 Horvei LD, Brækkan SK, Hansen JB. Weight change and risk of venous thromboembolism: the Tromsø Study. PLoS One 2016; 11 (12) e0168878
- 7 Heit JA, Ashrani A, Crusan DJ, McBane RD, Petterson TM, Bailey KR. Reasons for the persistent incidence of venous thromboembolism. Thromb Haemost 2017; 117 (02) 390-400
- 8 Klovaite J, Benn M, Nordestgaard BG. Obesity as a causal risk factor for deep venous thrombosis: a Mendelian randomization study. J Intern Med 2015; 277 (05) 573-584
- 9 Klarin D, Emdin CA, Natarajan P, Conrad MF, Kathiresan S. INVENT Consortium. Genetic analysis of venous thromboembolism in UK Biobank identifies the ZFPM2 locus and implicates obesity as a causal risk factor. Circ Cardiovasc Genet 2017; 10 (02) e001643
- 10 Lindström S, Germain M, Crous-Bou M. et al; INVENT Consortium. Assessing the causal relationship between obesity and venous thromboembolism through a Mendelian randomization study. Hum Genet 2017; 136 (07) 897-902
- 11 Larsson SC, Bäck M, Rees JMB, Mason AM, Burgess S. Body mass index and body composition in relation to 14 cardiovascular conditions in UK Biobank: a Mendelian randomization study. Eur Heart J 2020; 41 (02) 221-226
- 12 de Haan HG, Bezemer ID, Doggen CJ. et al. Multiple SNP testing improves risk prediction of first venous thrombosis. Blood 2012; 120 (03) 656-663
- 13 Rosendaal FR. Venous thrombosis: a multicausal disease. Lancet 1999; 353 (9159): 1167-1173
- 14 Pomp ER, le Cessie S, Rosendaal FR, Doggen CJ. Risk of venous thrombosis: obesity and its joint effect with oral contraceptive use and prothrombotic mutations. Br J Haematol 2007; 139 (02) 289-296
- 15 Severinsen MT, Overvad K, Johnsen SP. et al. Genetic susceptibility, smoking, obesity and risk of venous thromboembolism. Br J Haematol 2010; 149 (02) 273-279
- 16 Christiansen SC, Lijfering WM, Naess IA. et al. The relationship between body mass index, activated protein C resistance and risk of venous thrombosis. J Thromb Haemost 2012; 10 (09) 1761-1767
- 17 Ribeiro DD, Lijfering WM, Rosendaal FR, Cannegieter SC. Risk of venous thrombosis in persons with increased body mass index and interactions with other genetic and acquired risk factors. J Thromb Haemost 2016; 14 (08) 1572-1578
- 18 Kim J, Kraft P, Hagan KA, Harrington LB, Lindstroem S, Kabrhel C. Interaction of a genetic risk score with physical activity, physical inactivity, and body mass index in relation to venous thromboembolism risk. Genet Epidemiol 2018; 42 (04) 354-365
- 19 van Langevelde K, Flinterman LE, van Hylckama Vlieg A, Rosendaal FR, Cannegieter SC. Broadening the factor V Leiden paradox: pulmonary embolism and deep-vein thrombosis as 2 sides of the spectrum. Blood 2012; 120 (05) 933-946
- 20 Weingarz L, Schwonberg J, Schindewolf M. et al. Prevalence of thrombophilia according to age at the first manifestation of venous thromboembolism: results from the MAISTHRO registry. Br J Haematol 2013; 163 (05) 655-665
- 21 Jacobsen BK, Eggen AE, Mathiesen EB, Wilsgaard T, Njølstad I. Cohort profile: the Tromso Study. Int J Epidemiol 2012; 41 (04) 961-967
- 22 Holmen J, Midthjell K, Krüger Ø. et al. The Nord-Trøndelag Health Study 1995–97 (HUNT2). Nor Epidemiol 2011; 13 (01) 19-32
- 23 Braekkan SK, Borch KH, Mathiesen EB, Njølstad I, Wilsgaard T, Hansen JB. Body height and risk of venous thromboembolism: the Tromsø Study. Am J Epidemiol 2010; 171 (10) 1109-1115
- 24 Småbrekke B, Rinde LB, Evensen LH. et al. Impact of prothrombotic genotypes on the association between family history of myocardial infarction and venous thromboembolism. J Thromb Haemost 2019; 17 (08) 1363-1371
- 25 Horvei LD, Braekkan SK, Smith EN. et al. Joint effects of prothrombotic genotypes and body height on the risk of venous thromboembolism: the Tromsø Study. J Thromb Haemost 2018; 16 (01) 83-89
- 26 Li Y, Bezemer ID, Rowland CM. et al. Genetic variants associated with deep vein thrombosis: the F11 locus. J Thromb Haemost 2009; 7 (11) 1802-1808
- 27 Rothman KJ. Measuring interactions. In: Epidemiology: An Introduction. New York, NY: Oxford University Press; 2002: 168-180
- 28 Andersson T, Alfredsson L, Källberg H, Zdravkovic S, Ahlbom A. Calculating measures of biological interaction. Eur J Epidemiol 2005; 20 (07) 575-579
- 29 Vandenbroucke JP, von Elm E, Altman DG. et al; STROBE Initiative. Strengthening the Reporting of Observational Studies in Epidemiology (STROBE): explanation and elaboration. Epidemiology 2007; 18 (06) 805-835
- 30 Crous-Bou M, De Vivo I, Camargo Jr CA. et al. Interactions of established risk factors and a GWAS-based genetic risk score on the risk of venous thromboembolism. Thromb Haemost 2016; 116 (04) 705-713
- 31 Shaya SA, Westrick RJ, Gross PL. Thrombus stability explains the factor V Leiden paradox: a mouse model. Blood Adv 2019; 3 (21) 3375-3378
- 32 Bertina RM, Koeleman BP, Koster T. et al. Mutation in blood coagulation factor V associated with resistance to activated protein C. Nature 1994; 369 (6475): 64-67
- 33 Lowe GD, Rumley A, Woodward M, Reid E, Rumley J. Activated protein C resistance and the FV:R506Q mutation in a random population sample--associations with cardiovascular risk factors and coagulation variables. Thromb Haemost 1999; 81 (06) 918-924
- 34 Morelli VM, de Visser MC, van Tilburg NH. et al. ABO blood group genotypes, plasma von Willebrand factor levels and loading of von Willebrand factor with A and B antigens. Thromb Haemost 2007; 97 (04) 534-541
- 35 Kaye SM, Pietiläinen KH, Kotronen A. et al. Obesity-related derangements of coagulation and fibrinolysis: a study of obesity-discordant monozygotic twin pairs. Obesity (Silver Spring) 2012; 20 (01) 88-94
- 36 Clarke R, Shipley M, Lewington S. et al. Underestimation of risk associations due to regression dilution in long-term follow-up of prospective studies. Am J Epidemiol 1999; 150 (04) 341-353
- 37 Småbrekke B, Rinde LB, Hindberg K. et al. Atherosclerotic risk factors and risk of myocardial infarction and venous thromboembolism; time-fixed versus time-varying analyses. the Tromsø Study. PLoS One 2016; 11 (09) e0163242