Skip to main content
Top
Published in: Diabetologia 11/2011

01-11-2011 | Article

Heritability and familiality of type 2 diabetes and related quantitative traits in the Botnia Study

Authors: P. Almgren, M. Lehtovirta, B. Isomaa, L. Sarelin, M. R. Taskinen, V. Lyssenko, T. Tuomi, L. Groop, for the Botnia Study Group

Published in: Diabetologia | Issue 11/2011

Login to get access

Abstract

Aims/hypothesis

To study the heritability and familiality of type 2 diabetes and related quantitative traits in families from the Botnia Study in Finland.

Methods

Heritability estimates for type 2 diabetes adjusted for sex, age and BMI are provided for different age groups of type 2 diabetes and for 34 clinical and metabolic traits in 5,810 individuals from 942 families using a variance component model (SOLAR). In addition, family means of these traits and their distribution across families are calculated.

Results

The strongest heritability for type 2 diabetes was seen in patients with age at onset 35–60 years (h 2 = 0.69). However, including patients with onset up to 75 years dropped the h 2 estimates to 0.31. Among quantitative traits, the highest h 2 estimates in all individuals and in non-diabetic individuals were seen for lean body mass (h 2 = 0.53–0.65), HDL-cholesterol (0.52–0.61) and suppression of NEFA during OGTT (0.63–0.76) followed by measures of insulin secretion (insulinogenic index [IG30] = 0.41–0.50) and insulin action (insulin sensitivity index [ISI] = 0.37–0.40). In contrast, physical activity showed rather low heritability (0.16–0.18), whereas smoking showed strong heritability (0.57–0.59). Family means of these traits differed two- to fivefold between families belonging to the lowest and highest quartile of the trait (p < 0.00001).

Conclusions/interpretation

To detect stronger genetic effects in type 2 diabetes, it seems reasonable to restrict inclusion of patients to those with age at onset 35–60 years. Sequencing of families with extreme quantitative traits could be an important next step in the dissection of the genetics of type 2 diabetes.
Appendix
Available only for authorised users
Literature
1.
go back to reference Kaprio J, Tuomilehto J, Koskenvuo M et al (1992) Concordance for type 1 (insulin-dependent) and type 2 (non-insulin-dependent) diabetes mellitus in a population-based cohort of twins in Finland. Diabetologia 35:1060–1067PubMedCrossRef Kaprio J, Tuomilehto J, Koskenvuo M et al (1992) Concordance for type 1 (insulin-dependent) and type 2 (non-insulin-dependent) diabetes mellitus in a population-based cohort of twins in Finland. Diabetologia 35:1060–1067PubMedCrossRef
2.
go back to reference Newman B, Selby JV, King MC, Slemenda C, Fabsitz R, Friedman GD (1987) Concordance for type 2 (non-insulin-dependent) diabetes mellitus in male twins. Diabetologia 30:763–768PubMedCrossRef Newman B, Selby JV, King MC, Slemenda C, Fabsitz R, Friedman GD (1987) Concordance for type 2 (non-insulin-dependent) diabetes mellitus in male twins. Diabetologia 30:763–768PubMedCrossRef
3.
go back to reference Poulsen P, Kyvik KO, Vaag A, Beck-Nielsen H (1999) Heritability of type II (non-insulin-dependent) diabetes mellitus and abnormal glucose tolerance—a population-based twin study. Diabetologia 42:139–145PubMedCrossRef Poulsen P, Kyvik KO, Vaag A, Beck-Nielsen H (1999) Heritability of type II (non-insulin-dependent) diabetes mellitus and abnormal glucose tolerance—a population-based twin study. Diabetologia 42:139–145PubMedCrossRef
4.
go back to reference Lyssenko V, Almgren P, Anevski D et al (2005) Predictors of and longitudinal changes in insulin sensitivity and secretion preceding onset of type 2 diabetes. Diabetes 54:166–174PubMedCrossRef Lyssenko V, Almgren P, Anevski D et al (2005) Predictors of and longitudinal changes in insulin sensitivity and secretion preceding onset of type 2 diabetes. Diabetes 54:166–174PubMedCrossRef
5.
go back to reference Rimoin DL (1969) Ethnic variability in glucose tolerance and insulin secretion. Arch Intern Med 124:695–700PubMedCrossRef Rimoin DL (1969) Ethnic variability in glucose tolerance and insulin secretion. Arch Intern Med 124:695–700PubMedCrossRef
6.
go back to reference Isomaa B, Forsen B, Lahti K et al (2010) A family history of diabetes is associated with reduced physical fitness in the Prevalence, Prediction and Prevention of Diabetes (PPP)–Botnia Study. Diabetologia 53:1709–1713PubMedCrossRef Isomaa B, Forsen B, Lahti K et al (2010) A family history of diabetes is associated with reduced physical fitness in the Prevalence, Prediction and Prevention of Diabetes (PPP)–Botnia Study. Diabetologia 53:1709–1713PubMedCrossRef
7.
go back to reference Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336PubMedCrossRef Saxena R, Voight BF, Lyssenko V et al (2007) Genome-wide association analysis identifies loci for type 2 diabetes and triglyceride levels. Science 316:1331–1336PubMedCrossRef
8.
go back to reference Zeggini E, Scott LJ, Saxena R et al (2008) Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes. Nat Genet 40:638–645PubMedCrossRef Zeggini E, Scott LJ, Saxena R et al (2008) Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes. Nat Genet 40:638–645PubMedCrossRef
9.
go back to reference Voight BF, Scott LJ, Steinthorsdottir V et al (2010) Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet 42:579–589PubMedCrossRef Voight BF, Scott LJ, Steinthorsdottir V et al (2010) Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis. Nat Genet 42:579–589PubMedCrossRef
10.
go back to reference Manolio TA, Collins FS, Cox NJ et al (2009) Finding the missing heritability of complex diseases. Nature 461:747–753PubMedCrossRef Manolio TA, Collins FS, Cox NJ et al (2009) Finding the missing heritability of complex diseases. Nature 461:747–753PubMedCrossRef
11.
go back to reference Groop L, Forsblom C, Lehtovirta M et al (1996) Metabolic consequences of a family history of NIDDM (the Botnia Study): evidence for sex-specific parental effects. Diabetes 45:1585–1593PubMedCrossRef Groop L, Forsblom C, Lehtovirta M et al (1996) Metabolic consequences of a family history of NIDDM (the Botnia Study): evidence for sex-specific parental effects. Diabetes 45:1585–1593PubMedCrossRef
12.
go back to reference Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC (1985) Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419PubMedCrossRef Matthews DR, Hosker JP, Rudenski AS, Naylor BA, Treacher DF, Turner RC (1985) Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia 28:412–419PubMedCrossRef
13.
go back to reference Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462–1470PubMedCrossRef Matsuda M, DeFronzo RA (1999) Insulin sensitivity indices obtained from oral glucose tolerance testing: comparison with the euglycemic insulin clamp. Diabetes Care 22:1462–1470PubMedCrossRef
14.
go back to reference Mälkiä E, Impivaara O, Maatela J, Aromaa A, Heliövaara M, Knekt P (1988) Physical activity of Finnish adults. Publications of the Social Insurance Institution, Turku, ML:80:110 Mälkiä E, Impivaara O, Maatela J, Aromaa A, Heliövaara M, Knekt P (1988) Physical activity of Finnish adults. Publications of the Social Insurance Institution, Turku, ML:80:110
15.
go back to reference Almasy L, Blangero J (1998) Multipoint quantitative-trait linkage analysis in general pedigrees. Am J Hum Genet 62:1198–1211PubMedCrossRef Almasy L, Blangero J (1998) Multipoint quantitative-trait linkage analysis in general pedigrees. Am J Hum Genet 62:1198–1211PubMedCrossRef
16.
go back to reference Duggirala R, Williams JT, Williams-Blangero S, Blangero J (1997) A variance component approach to dichotomous trait linkage analysis using a threshold model. Genet Epidemiol 14:987–992PubMedCrossRef Duggirala R, Williams JT, Williams-Blangero S, Blangero J (1997) A variance component approach to dichotomous trait linkage analysis using a threshold model. Genet Epidemiol 14:987–992PubMedCrossRef
17.
go back to reference Olson JM, Cordell HJ (2000) Ascertainment bias in the estimation of sibling genetic risk parameters. Genet Epidemiol 18:217–235PubMedCrossRef Olson JM, Cordell HJ (2000) Ascertainment bias in the estimation of sibling genetic risk parameters. Genet Epidemiol 18:217–235PubMedCrossRef
18.
go back to reference Forsblom CM, Kanninen T, Lehtovirta M, Saloranta C, Groop LC (1999) Heritability of albumin excretion rate in families of patients with type II diabetes. Diabetologia 42:1359–1366PubMedCrossRef Forsblom CM, Kanninen T, Lehtovirta M, Saloranta C, Groop LC (1999) Heritability of albumin excretion rate in families of patients with type II diabetes. Diabetologia 42:1359–1366PubMedCrossRef
19.
go back to reference Scott LJ, Mohlke KL, Bonnycastle LL et al (2007) A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants. Science 316:1341–1345PubMedCrossRef Scott LJ, Mohlke KL, Bonnycastle LL et al (2007) A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants. Science 316:1341–1345PubMedCrossRef
20.
go back to reference Zeggini E, Weedon MN, Lindgren CM et al (2007) Replication of genome-wide association signals in UK samples reveals risk loci for type 2 diabetes. Science 316:1336–1341PubMedCrossRef Zeggini E, Weedon MN, Lindgren CM et al (2007) Replication of genome-wide association signals in UK samples reveals risk loci for type 2 diabetes. Science 316:1336–1341PubMedCrossRef
21.
go back to reference Glans F, Elgzyri T, Shaat N, Lindholm E, Apelqvist J, Groop L (2008) Immigrants from the Middle-East have a different form of type 2 diabetes compared with Swedish patients. Diabet Med 25:303–307PubMedCrossRef Glans F, Elgzyri T, Shaat N, Lindholm E, Apelqvist J, Groop L (2008) Immigrants from the Middle-East have a different form of type 2 diabetes compared with Swedish patients. Diabet Med 25:303–307PubMedCrossRef
22.
go back to reference Hemminki K, Li X, Sundquist K, Sundquist J (2010) Familial risks for type 2 diabetes in Sweden. Diabetes Care 33:293–297PubMedCrossRef Hemminki K, Li X, Sundquist K, Sundquist J (2010) Familial risks for type 2 diabetes in Sweden. Diabetes Care 33:293–297PubMedCrossRef
23.
go back to reference Austin MA, Edwards KL, McNeely MJ et al (2004) Heritability of multivariate factors of the metabolic syndrome in nondiabetic Japanese Americans. Diabetes 53:1166–1169PubMedCrossRef Austin MA, Edwards KL, McNeely MJ et al (2004) Heritability of multivariate factors of the metabolic syndrome in nondiabetic Japanese Americans. Diabetes 53:1166–1169PubMedCrossRef
24.
go back to reference Elbein SC, Hasstedt SJ, Wegner K, Kahn SE (1999) Heritability of pancreatic beta-cell function among nondiabetic members of Caucasian familial type 2 diabetic kindreds. J Clin Endocrinol Metab 84:1398–1403PubMedCrossRef Elbein SC, Hasstedt SJ, Wegner K, Kahn SE (1999) Heritability of pancreatic beta-cell function among nondiabetic members of Caucasian familial type 2 diabetic kindreds. J Clin Endocrinol Metab 84:1398–1403PubMedCrossRef
25.
go back to reference Hsueh WC, Mitchell BD, Aburomia R et al (2000) Diabetes in the Old Order Amish: characterization and heritability analysis of the Amish Family Diabetes Study. Diabetes Care 23:595–601PubMedCrossRef Hsueh WC, Mitchell BD, Aburomia R et al (2000) Diabetes in the Old Order Amish: characterization and heritability analysis of the Amish Family Diabetes Study. Diabetes Care 23:595–601PubMedCrossRef
26.
go back to reference Lin HF, Boden-Albala B, Juo SH, Park N, Rundek T, Sacco RL (2005) Heritabilities of the metabolic syndrome and its components in the Northern Manhattan Family Study. Diabetologia 48:2006–2012PubMedCrossRef Lin HF, Boden-Albala B, Juo SH, Park N, Rundek T, Sacco RL (2005) Heritabilities of the metabolic syndrome and its components in the Northern Manhattan Family Study. Diabetologia 48:2006–2012PubMedCrossRef
27.
go back to reference Mills GW, Avery PJ, McCarthy MI et al (2004) Heritability estimates for beta cell function and features of the insulin resistance syndrome in UK families with an increased susceptibility to type 2 diabetes. Diabetologia 47:732–738PubMedCrossRef Mills GW, Avery PJ, McCarthy MI et al (2004) Heritability estimates for beta cell function and features of the insulin resistance syndrome in UK families with an increased susceptibility to type 2 diabetes. Diabetologia 47:732–738PubMedCrossRef
28.
go back to reference Poulsen P, Levin K, Petersen I, Christensen K, Beck-Nielsen H, Vaag A (2005) Heritability of insulin secretion, peripheral and hepatic insulin action, and intracellular glucose partitioning in young and old Danish twins. Diabetes 54:275–283PubMedCrossRef Poulsen P, Levin K, Petersen I, Christensen K, Beck-Nielsen H, Vaag A (2005) Heritability of insulin secretion, peripheral and hepatic insulin action, and intracellular glucose partitioning in young and old Danish twins. Diabetes 54:275–283PubMedCrossRef
29.
go back to reference Pocock NA, Eisman JA, Hopper JL, Yeates MG, Sambrook PN, Eberl S (1987) Genetic determinants of bone mass in adults. A twin study. J Clin Invest 80:706–710PubMedCrossRef Pocock NA, Eisman JA, Hopper JL, Yeates MG, Sambrook PN, Eberl S (1987) Genetic determinants of bone mass in adults. A twin study. J Clin Invest 80:706–710PubMedCrossRef
30.
go back to reference Smith DM, Nance WE, Kang KW, Christian JC, Johnston CC Jr (1973) Genetic factors in determining bone mass. J Clin Invest 52:2800–2808PubMedCrossRef Smith DM, Nance WE, Kang KW, Christian JC, Johnston CC Jr (1973) Genetic factors in determining bone mass. J Clin Invest 52:2800–2808PubMedCrossRef
31.
go back to reference Lehtovirta M, Kaprio J, Forsblom C, Eriksson J, Tuomilehto J, Groop L (2000) Insulin sensitivity and insulin secretion in monozygotic and dizygotic twins. Diabetologia 43:285–293PubMedCrossRef Lehtovirta M, Kaprio J, Forsblom C, Eriksson J, Tuomilehto J, Groop L (2000) Insulin sensitivity and insulin secretion in monozygotic and dizygotic twins. Diabetologia 43:285–293PubMedCrossRef
32.
go back to reference Pietilainen KH, Soderlund S, Rissanen A et al (2009) HDL subspecies in young adult twins: heritability and impact of overweight. Obesity (Silver Spring) 17:1208–1214 Pietilainen KH, Soderlund S, Rissanen A et al (2009) HDL subspecies in young adult twins: heritability and impact of overweight. Obesity (Silver Spring) 17:1208–1214
33.
go back to reference Axelsen M, Smith U, Eriksson JW, Taskinen MR, Jansson PA (1999) Postprandial hypertriglyceridemia and insulin resistance in normoglycemic first-degree relatives of patients with type 2 diabetes. Ann Intern Med 131:27–31PubMed Axelsen M, Smith U, Eriksson JW, Taskinen MR, Jansson PA (1999) Postprandial hypertriglyceridemia and insulin resistance in normoglycemic first-degree relatives of patients with type 2 diabetes. Ann Intern Med 131:27–31PubMed
34.
go back to reference Aaltonen S, Ortega-Alonso A, Kujala UM, Kaprio J (2010) A longitudinal study on genetic and environmental influences on leisure time physical activity in the Finnish Twin Cohort. Twin Res Hum Genet 13:475–481PubMedCrossRef Aaltonen S, Ortega-Alonso A, Kujala UM, Kaprio J (2010) A longitudinal study on genetic and environmental influences on leisure time physical activity in the Finnish Twin Cohort. Twin Res Hum Genet 13:475–481PubMedCrossRef
35.
go back to reference The Tobacco and Genetics Consortium (2010) Genome-wide meta-analyses identify multiple loci associated with smoking behavior. Nat Genet 42:441–447CrossRef The Tobacco and Genetics Consortium (2010) Genome-wide meta-analyses identify multiple loci associated with smoking behavior. Nat Genet 42:441–447CrossRef
36.
go back to reference Kong A, Steinthorsdottir V, Masson G et al (2009) Parental origin of sequence variants associated with complex diseases. Nature 462:868–874PubMedCrossRef Kong A, Steinthorsdottir V, Masson G et al (2009) Parental origin of sequence variants associated with complex diseases. Nature 462:868–874PubMedCrossRef
37.
go back to reference Lupski JR, Reid JG, Gonzaga-Jauregui C et al (2010) Whole-genome sequencing in a patient with Charcot–Marie–Tooth neuropathy. N Engl J Med 362:1181–1191PubMedCrossRef Lupski JR, Reid JG, Gonzaga-Jauregui C et al (2010) Whole-genome sequencing in a patient with Charcot–Marie–Tooth neuropathy. N Engl J Med 362:1181–1191PubMedCrossRef
38.
go back to reference Roach JC, Glusman G, Smit AF et al (2010) Analysis of genetic inheritance in a family quartet by whole-genome sequencing. Science 328:636–639PubMedCrossRef Roach JC, Glusman G, Smit AF et al (2010) Analysis of genetic inheritance in a family quartet by whole-genome sequencing. Science 328:636–639PubMedCrossRef
Metadata
Title
Heritability and familiality of type 2 diabetes and related quantitative traits in the Botnia Study
Authors
P. Almgren
M. Lehtovirta
B. Isomaa
L. Sarelin
M. R. Taskinen
V. Lyssenko
T. Tuomi
L. Groop
for the Botnia Study Group
Publication date
01-11-2011
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 11/2011
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-011-2267-5

Other articles of this Issue 11/2011

Diabetologia 11/2011 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.