Skip to main content
Top
Published in: Cardiovascular Diabetology 1/2018

Open Access 01-12-2018 | Original investigation

Prevalence and incidence of complications at diagnosis of T2DM and during follow-up by BMI and ethnicity: a matched case–control analysis

Authors: Ebenezer S. Owusu Adjah, Srikanth Bellary, Wasim Hanif, Kiran Patel, Kamlesh Khunti, Sanjoy K. Paul

Published in: Cardiovascular Diabetology | Issue 1/2018

Login to get access

Abstract

Aims

To estimate the risk of developing long-term major cardiovascular and renal complications in relation to levels of body mass index (BMI) in a population of White European (WE), African-Caribbean (AC), and South Asian (SA) patients with type 2 diabetes mellitus (T2DM).

Materials and methods

Patients with new diagnosis of T2DM, aged ≥ 18 years from January 2000 (n = 69,436) and their age-sex-ethnicity matched non-diabetic controls (n = 272,190) were identified from UK primary care database. Incidence rates ratios (IRRs) for non-fatal major cardiovascular events (MACE) and chronic kidney disease (CKD) in patients with T2DM compared to controls were estimated using multivariate Mantel-Cox model.

Results

Among normal weight patients with T2DM, WEs had significantly higher prevalence of cardiovascular multi-morbidity (95% CI 9.5, 11.3), compared to SAs (95% CI 4.8, 9.5). AC and SA overweight and obese patients had similar prevalence, while obese WEs had significantly higher prevalence. During a median 7 years of follow-up, risk of MACE was significantly higher for overweight (95% CI of IRR 1.50, 2.46) and obese (95% CI of IRR 1.49, 2.43) SAs compared to their WE counterparts. However, similar risk levels were observed for normal weight WEs and SAs, respectively. Risk of CKD was higher and uniform for BMI ≥ 25 kg/m2 amongst WEs and ACs, whereas only overweight patients had significantly higher risk of CKD amongst SA [IRR 2.08 (95% CI 1.49, 2.93)].

Conclusion

Risk of MACE/CKD varies over levels of BMI within each ethnic group, with overweight SAs having a disproportionate risk of CKD.
Appendix
Available only for authorised users
Literature
2.
go back to reference Paul SK, Owusu Adjah ES, Samanta M, Patel K, Bellary S, Hanif W, Khunti K. Comparison of body mass index at diagnosis of diabetes in a multi-ethnic population: a case-control study with matched non-diabetic controls. Diab Obes Metab. 2017;19(7):1014–23.CrossRef Paul SK, Owusu Adjah ES, Samanta M, Patel K, Bellary S, Hanif W, Khunti K. Comparison of body mass index at diagnosis of diabetes in a multi-ethnic population: a case-control study with matched non-diabetic controls. Diab Obes Metab. 2017;19(7):1014–23.CrossRef
3.
go back to reference Hsu WC, Araneta MRG, Kanaya AM, Chiang JL, Fujimoto W. BMI cut points to identify at-risk Asian Americans for type 2 diabetes screening. Diab Care. 2015;38(1):150–8.CrossRef Hsu WC, Araneta MRG, Kanaya AM, Chiang JL, Fujimoto W. BMI cut points to identify at-risk Asian Americans for type 2 diabetes screening. Diab Care. 2015;38(1):150–8.CrossRef
4.
go back to reference Evans M, Vora J. Managing diabetes. London: Springer Verlag; 2012. Evans M, Vora J. Managing diabetes. London: Springer Verlag; 2012.
5.
go back to reference Carulli L, Rondinella S, Lombardini S, Canedi I, Loria P, Carulli N. Review article: diabetes, genetics and ethnicity. Aliment Pharmacol Ther. 2005;22(Suppl 2):16–9.CrossRefPubMed Carulli L, Rondinella S, Lombardini S, Canedi I, Loria P, Carulli N. Review article: diabetes, genetics and ethnicity. Aliment Pharmacol Ther. 2005;22(Suppl 2):16–9.CrossRefPubMed
6.
go back to reference Murea M, Ma L, Freedman BI. Genetic and environmental factors associated with type 2 diabetes and diabetic vascular complications. Rev Diab Stud. 2012;9(1):6–22.CrossRef Murea M, Ma L, Freedman BI. Genetic and environmental factors associated with type 2 diabetes and diabetic vascular complications. Rev Diab Stud. 2012;9(1):6–22.CrossRef
7.
go back to reference McBean AM, Li S, Gilbertson DT, Collins AJ. Differences in diabetes prevalence, incidence, and mortality among the elderly of four racial/ethnic groups: whites, blacks, Hispanics, and Asians. Diab Care. 2004;27(10):2317–24.CrossRef McBean AM, Li S, Gilbertson DT, Collins AJ. Differences in diabetes prevalence, incidence, and mortality among the elderly of four racial/ethnic groups: whites, blacks, Hispanics, and Asians. Diab Care. 2004;27(10):2317–24.CrossRef
8.
go back to reference McNeely MJ, Boyko EJ. Type 2 diabetes prevalence in Asian Americans: results of a national health survey. Diab Care. 2004;27(1):66–9.CrossRef McNeely MJ, Boyko EJ. Type 2 diabetes prevalence in Asian Americans: results of a national health survey. Diab Care. 2004;27(1):66–9.CrossRef
9.
go back to reference Shah AD, Langenberg C, Rapsomaniki E, Denaxas S, Pujades-Rodriguez M, Gale CP, Deanfield J, Smeeth L, Timmis A, Hemingway H. Type 2 diabetes and incidence of cardiovascular diseases: a cohort study in 1.9 million people. Lancet Diab Endocrinol. 2015;3(2):105–13.CrossRef Shah AD, Langenberg C, Rapsomaniki E, Denaxas S, Pujades-Rodriguez M, Gale CP, Deanfield J, Smeeth L, Timmis A, Hemingway H. Type 2 diabetes and incidence of cardiovascular diseases: a cohort study in 1.9 million people. Lancet Diab Endocrinol. 2015;3(2):105–13.CrossRef
10.
go back to reference Prospective UK, Diabetes Study Group. Ethnicity and cardiovascular disease: the incidence of myocardial infarction in White, South Asian, and Afro-Caribbean patients with type 2 diabetes (U.K. Prospective Diabetes Study 32). Diab Care. 1998;21(8):1271–7.CrossRef Prospective UK, Diabetes Study Group. Ethnicity and cardiovascular disease: the incidence of myocardial infarction in White, South Asian, and Afro-Caribbean patients with type 2 diabetes (U.K. Prospective Diabetes Study 32). Diab Care. 1998;21(8):1271–7.CrossRef
11.
go back to reference Spanakis EK, Golden SH. Race/ethnic difference in diabetes and diabetic complications. Curr Diab Rep. 2013;13(6):814–23.CrossRefPubMed Spanakis EK, Golden SH. Race/ethnic difference in diabetes and diabetic complications. Curr Diab Rep. 2013;13(6):814–23.CrossRefPubMed
12.
go back to reference Lanting LC, Joung IMA, Mackenbach JP, Lamberts SWJ, Bootsma AH. Ethnic differences in mortality, end-stage complications, and quality of care among diabetic patients: a review. Diab Care. 2005;28(9):2280–8.CrossRef Lanting LC, Joung IMA, Mackenbach JP, Lamberts SWJ, Bootsma AH. Ethnic differences in mortality, end-stage complications, and quality of care among diabetic patients: a review. Diab Care. 2005;28(9):2280–8.CrossRef
13.
go back to reference Young BA, Maynard C, Boyko EJ. racial differences in diabetic nephropathy, cardiovascular disease, and mortality in a national population of veterans. Diab Care. 2003;26(8):2392–9.CrossRef Young BA, Maynard C, Boyko EJ. racial differences in diabetic nephropathy, cardiovascular disease, and mortality in a national population of veterans. Diab Care. 2003;26(8):2392–9.CrossRef
14.
go back to reference Bellary S, O’Hare JP, Raymond NT, Mughal S, Hanif WM, Jones A, Kumar S, Barnett AH. Premature cardiovascular events and mortality in South Asians with type 2 diabetes in the United Kingdom Asian diabetes study—effect of ethnicity on risk. Curr Med Res Opin. 2010;26(8):1873–9.CrossRefPubMed Bellary S, O’Hare JP, Raymond NT, Mughal S, Hanif WM, Jones A, Kumar S, Barnett AH. Premature cardiovascular events and mortality in South Asians with type 2 diabetes in the United Kingdom Asian diabetes study—effect of ethnicity on risk. Curr Med Res Opin. 2010;26(8):1873–9.CrossRefPubMed
15.
go back to reference Kou S, Cao JY, Yeo S, Holmes-Walker DJ, Lau SL, Gunton JE. Ethnicity influences cardiovascular outcomes and complications in patients with type 2 diabetes. J Diab Complications. 2018;32(2):144–9.CrossRef Kou S, Cao JY, Yeo S, Holmes-Walker DJ, Lau SL, Gunton JE. Ethnicity influences cardiovascular outcomes and complications in patients with type 2 diabetes. J Diab Complications. 2018;32(2):144–9.CrossRef
16.
go back to reference Tillin T, Hughes AD, Mayet J, Whincup P, Sattar N, Forouhi NG, McKeigue PM, Chaturvedi N. The relationship between metabolic risk factors and incident cardiovascular disease in Europeans, South Asians, and African Caribbeans: SABRE (Southall and Brent Revisited)—a prospective population-based study. J Am Coll Cardiol. 2013;61(17):1777–86.CrossRefPubMedPubMedCentral Tillin T, Hughes AD, Mayet J, Whincup P, Sattar N, Forouhi NG, McKeigue PM, Chaturvedi N. The relationship between metabolic risk factors and incident cardiovascular disease in Europeans, South Asians, and African Caribbeans: SABRE (Southall and Brent Revisited)—a prospective population-based study. J Am Coll Cardiol. 2013;61(17):1777–86.CrossRefPubMedPubMedCentral
17.
go back to reference Koshizaka M, Lopes RD, Newby LK, Clare RM, Schulte PJ, Tricoci P, Mahaffey KW, Ogawa H, Moliterno DJ, Giugliano RP, et al. Obesity, diabetes, and acute coronary syndrome: differences between Asians and Whites. Am J Med. 2017;130(10):1170–6.CrossRefPubMed Koshizaka M, Lopes RD, Newby LK, Clare RM, Schulte PJ, Tricoci P, Mahaffey KW, Ogawa H, Moliterno DJ, Giugliano RP, et al. Obesity, diabetes, and acute coronary syndrome: differences between Asians and Whites. Am J Med. 2017;130(10):1170–6.CrossRefPubMed
18.
go back to reference Gholap N, Davies M, Patel K, Sattar N, Khunti K. Type 2 diabetes and cardiovascular disease in South Asians. Prim Care Diab. 2011;5(1):45–56.CrossRef Gholap N, Davies M, Patel K, Sattar N, Khunti K. Type 2 diabetes and cardiovascular disease in South Asians. Prim Care Diab. 2011;5(1):45–56.CrossRef
19.
go back to reference Bodicoat DH, Gray LJ, Henson J, Webb D, Guru A, Misra A, Gupta R, Vikram N, Sattar N, Davies MJ, et al. Body mass index and waist circumference cut-points in multi-ethnic populations from the UK and India: the ADDITION-Leicester, Jaipur heart watch and New Delhi cross-sectional studies. PLoS ONE. 2014;9(3):e90813.CrossRefPubMedPubMedCentral Bodicoat DH, Gray LJ, Henson J, Webb D, Guru A, Misra A, Gupta R, Vikram N, Sattar N, Davies MJ, et al. Body mass index and waist circumference cut-points in multi-ethnic populations from the UK and India: the ADDITION-Leicester, Jaipur heart watch and New Delhi cross-sectional studies. PLoS ONE. 2014;9(3):e90813.CrossRefPubMedPubMedCentral
20.
go back to reference Fernando E, Razak F, Lear SA, Anand SS. Cardiovascular disease in South Asian migrants. Can J Cardiol. 2015;31(9):1139–50.CrossRefPubMed Fernando E, Razak F, Lear SA, Anand SS. Cardiovascular disease in South Asian migrants. Can J Cardiol. 2015;31(9):1139–50.CrossRefPubMed
23.
go back to reference Blak BT, Thompson M, Dattani H, Bourke A. Generalisability of The Health Improvement Network (THIN) database: demographics, chronic disease prevalence and mortality rates. Inform Prim Care. 2011;19(4):251–5.PubMed Blak BT, Thompson M, Dattani H, Bourke A. Generalisability of The Health Improvement Network (THIN) database: demographics, chronic disease prevalence and mortality rates. Inform Prim Care. 2011;19(4):251–5.PubMed
24.
go back to reference Denburg MR, Haynes K, Shults J, Lewis JD, Leonard MB. Validation of The Health Improvement Network (THIN) database for epidemiologic studies of chronic kidney disease. Pharmacoepidemiol Drug Saf. 2011;20(11):1138–49.CrossRefPubMedPubMedCentral Denburg MR, Haynes K, Shults J, Lewis JD, Leonard MB. Validation of The Health Improvement Network (THIN) database for epidemiologic studies of chronic kidney disease. Pharmacoepidemiol Drug Saf. 2011;20(11):1138–49.CrossRefPubMedPubMedCentral
25.
go back to reference Read J. The Read clinical classification (Read codes). Br Homoeopath J. 1991;80(1):14–20.CrossRef Read J. The Read clinical classification (Read codes). Br Homoeopath J. 1991;80(1):14–20.CrossRef
26.
go back to reference WHO Expert Consultation. Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet. 2004;363(9403):157.CrossRef WHO Expert Consultation. Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet. 2004;363(9403):157.CrossRef
27.
go back to reference Hubert HB, Feinleib M, McNamara PM, Castelli WP. Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study. Circulation. 1983;67(5):968–77.CrossRefPubMed Hubert HB, Feinleib M, McNamara PM, Castelli WP. Obesity as an independent risk factor for cardiovascular disease: a 26-year follow-up of participants in the Framingham Heart Study. Circulation. 1983;67(5):968–77.CrossRefPubMed
28.
go back to reference Poirier P, Giles TD, Bray GA, Hong Y, Stern JS, Pi-Sunyer FX, Eckel RH. Obesity and cardiovascular disease: pathophysiology, evaluation, and effect of weight loss: an update of the 1997 American heart association scientific statement on obesity and heart disease from the obesity committee of the council on nutrition, physical activity, and metabolism. Circulation. 2006;113(6):898–918.CrossRefPubMed Poirier P, Giles TD, Bray GA, Hong Y, Stern JS, Pi-Sunyer FX, Eckel RH. Obesity and cardiovascular disease: pathophysiology, evaluation, and effect of weight loss: an update of the 1997 American heart association scientific statement on obesity and heart disease from the obesity committee of the council on nutrition, physical activity, and metabolism. Circulation. 2006;113(6):898–918.CrossRefPubMed
29.
go back to reference Ni Mhurchu C, Rodgers A, Pan WH, Gu DF, Woodward M, Asia Pacific Cohort Studies C. Body mass index and cardiovascular disease in the Asia-Pacific region: an overview of 33 cohorts involving 310,000 participants. Int J Epidemiol. 2004;33(4):751–8.CrossRefPubMed Ni Mhurchu C, Rodgers A, Pan WH, Gu DF, Woodward M, Asia Pacific Cohort Studies C. Body mass index and cardiovascular disease in the Asia-Pacific region: an overview of 33 cohorts involving 310,000 participants. Int J Epidemiol. 2004;33(4):751–8.CrossRefPubMed
30.
go back to reference Zaccardi F, Dhalwani NN, Papamargaritis D, Webb DR, Murphy GJ, Davies MJ, Khunti K. Nonlinear association of BMI with all-cause and cardiovascular mortality in type 2 diabetes mellitus: a systematic review and meta-analysis of 414,587 participants in prospective studies. Diabetologia. 2017;60(2):240–8.CrossRefPubMed Zaccardi F, Dhalwani NN, Papamargaritis D, Webb DR, Murphy GJ, Davies MJ, Khunti K. Nonlinear association of BMI with all-cause and cardiovascular mortality in type 2 diabetes mellitus: a systematic review and meta-analysis of 414,587 participants in prospective studies. Diabetologia. 2017;60(2):240–8.CrossRefPubMed
31.
go back to reference The Look AHEAD Research Group. Cardiovascular effects of intensive lifestyle intervention in type 2 diabetes. N Engl J Med. 2013;369(2):145–54.CrossRefPubMedCentral The Look AHEAD Research Group. Cardiovascular effects of intensive lifestyle intervention in type 2 diabetes. N Engl J Med. 2013;369(2):145–54.CrossRefPubMedCentral
32.
go back to reference Turner DA, Paul S, Stone MA, Juarez-Garcia A, Squire I, Khunti K. Cost-effectiveness of a disease management programme for secondary prevention of coronary heart disease and heart failure in primary care. Heart. 2008;94(12):1601–6.CrossRefPubMed Turner DA, Paul S, Stone MA, Juarez-Garcia A, Squire I, Khunti K. Cost-effectiveness of a disease management programme for secondary prevention of coronary heart disease and heart failure in primary care. Heart. 2008;94(12):1601–6.CrossRefPubMed
33.
go back to reference Yusuf S, Hawken S, Ôunpuu S, Bautista L, Franzosi MG, Commerford P, Lang CC, Rumboldt Z, Onen CL, Lisheng L, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366(9497):1640–9.CrossRefPubMed Yusuf S, Hawken S, Ôunpuu S, Bautista L, Franzosi MG, Commerford P, Lang CC, Rumboldt Z, Onen CL, Lisheng L, et al. Obesity and the risk of myocardial infarction in 27,000 participants from 52 countries: a case-control study. Lancet. 2005;366(9497):1640–9.CrossRefPubMed
Metadata
Title
Prevalence and incidence of complications at diagnosis of T2DM and during follow-up by BMI and ethnicity: a matched case–control analysis
Authors
Ebenezer S. Owusu Adjah
Srikanth Bellary
Wasim Hanif
Kiran Patel
Kamlesh Khunti
Sanjoy K. Paul
Publication date
01-12-2018
Publisher
BioMed Central
Published in
Cardiovascular Diabetology / Issue 1/2018
Electronic ISSN: 1475-2840
DOI
https://doi.org/10.1186/s12933-018-0712-1

Other articles of this Issue 1/2018

Cardiovascular Diabetology 1/2018 Go to the issue