Congestive Heart Failure in Type 2 Diabetes
Open accessAbstract
OBJECTIVE—To estimate the prevalence and incidence of congestive heart failure (CHF) in populations with and without type 2 diabetes and to identify risk factors for diabetes-associated CHF. RESEARCH DESIGN AND METHODS—We searched the inpatient and outpatient electronic medical records of 9,591 individuals diagnosed with type 2 diabetes before 1 January 1997 and those of an age- and sex-matched control group without diabetes for a diagnosis of CHF. Among those without a baseline diagnosis of CHF, we searched forward for 30 months for incident cases of CHF. We constructed multiple logistic regression models to identify risk factors for both prevalent and incident CHF. RESULTS—CHF was prevalent in 11.8% (n = 1,131) of diabetic subjects and 4.5% (n = 435) of control subjects at baseline. We observed incident cases of CHF in 7.7% of diabetic subjects free of CHF at baseline (650 of 8,460) and in 3.4% of control subjects (314 of 9,156). In diabetic subjects, age, diabetes duration, insulin use, ischemic heart disease, and elevated serum creatinine were independent risk factors for both prevalent and incident CHF. Better glycemic control at baseline, and improved glycemic and blood pressure control at follow-up predicted the development of CHF. CONCLUSIONS—Despite controlling for age, duration of diabetes, presence of ischemic heart disease, and presence of hypertension, insulin use was associated with both prevalent and incident CHF. Why insulin use and better glycemic control both at baseline and follow-up independently predicted CHF deserves further study.
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Ischaemic heart disease is often accelerated, severe, diffuse, and silent, and increases the risk of myocardial infarction and ischaemic myocardial dysfunction.
“IHD is often accelerated, severe, diffuse, and silent, and increases the risk of MI and ischaemic myocardial dysfunction.[449][450][451][452]”
From 2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes. (2023) · cites this paper as [451]
Lower-extremity artery disease, longer diabetes duration, ageing, increased BMI, and chronic kidney disease are associated with heart failure in patients with diabetes.
“Observational data have also identified that lower-extremity artery disease (LEAD), longer diabetes duration, ageing, increased BMI, and CKD (Section 9) are associated with HF in patients with diabetes (Table 10). [449]][450][451][452]”
From 2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes. (2023) · cites this paper as [451]
T2DM increases the incidence of HF up to more than double with respect to non-affected individuals, and this complication may develop independently of coronary artery disease and associated risk factors.
“Since the report of the Framingham Heart study, type 2 diabetes (T2DM) has been known to increase the incidence of HF up to more than double with respect to non-affected individuals, with the growing awareness that this complication may develop independently of coronary artery disease (CAD) and associated risk factors [8,9,10,11].”
From Dysregulated epicardial adipose tissue as a risk factor and potential therapeutic target of heart failure with preserved ejection fraction in diabetes (2022) · cites this paper as [9]
In a Kaiser Permanente study, the incidence of T2DM was significantly higher in patients with than without HF (13.6/1000 vs. 9.2/1000) over a 5-year follow-up.
“In a Kaiser Permanente study, the incidence of T2DM was significantly higher in patients with than without HF (i.e.13.6/1000 vs. 9.2/1000) over a 5-year follow-up.10”
From Type 2 diabetes mellitus and heart failure: A position statement from the Heart Failure Association of the European Society of Cardiology (2018) · cites this paper as [10]
In patients with HF, data from observational and clinical trials demonstrate an increased risk for new-onset T2DM compared to patients without HF.
“In patients with HF, data from observational and clinical trials demonstrate an increased risk for new-onset T2DM compared to patients without HF.”
From Type 2 diabetes mellitus and heart failure: A position statement from the Heart Failure Association of the European Society of Cardiology (2018) · cites this paper as [10]
T2DM is an independent risk factor for the development of HF.
“T2DM is an independent risk factor for the development of HF. 10”
From Type 2 diabetes mellitus and heart failure: A position statement from the Heart Failure Association of the European Society of Cardiology (2018) · cites this paper as [10]
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Cites
Stearne, M. R., Palmer, S. L., Hammersley, M. S., Franklin, S. L., Spivey, R. S., Lévy, J., Tidy, C. R., Bell, N. J., Steemson, J., Barrow, B. A., et al. (1998) · UCL Discovery (University College London) · Cited by 4,803 · see citing works
Diabetes and cardiovascular disease. The Framingham study
Kannel, W. B. (1979) · JAMA · doi:10.1001/jama.241.19.2035 · Cited by 3,958 · see citing works
The epidemiology of heart failure: The Framingham Study
Ho, K. K. L., Pinsky, J. L., Kannel, W. B., & Levy, D. A. (1993) · Journal of the American College of Cardiology · doi:10.1016/0735-1097(93)90455-a · Cited by 2,230 · see citing works
Capes, S. E., Hunt, D., Malmberg, K., & Gerstein, H. C. (2000) · The Lancet · doi:10.1016/s0140-6736(99)08415-9 · Cited by 2,187 · see citing works
Predictors of congestive heart failure in the elderly: the Cardiovascular Health Study
Gottdiener, J. S., Arnold, A. M., Aurigemma, G. P., Polak, J. F., Tracy, R. P., Kitzman, D. W., Gardin, J. M., Rutledge, J. E., & Boineau, R. C. (2000) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(00)00582-9 · Cited by 907 · see citing works
Kannel, W. B., & Belanger, A. J. (1991) · American Heart Journal · doi:10.1016/0002-8703(91)90225-7 · Cited by 800 · see citing works
Chronic Heart Failure in the United States
Gheorghiade, M., & Bonow, R. O. (1998) · Circulation · doi:10.1161/01.cir.97.3.282 · Cited by 781 · see citing works
Incidence and aetiology of heart failure; a population-based study
Cowie, M. (1999) · European Heart Journal · doi:10.1053/euhj.1998.1280 · Cited by 706 · see citing works
Jarrett, R. J., McCartney, P., & KEEN, H. (1982) · Diabetologia · doi:10.1007/bf00254833 · Cited by 436 · see citing works
Rich, M. W. (1997) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1997.tb02968.x · Cited by 381 · see citing works
Epidemiology of congestive heart failure
Smith, W. M. (1985) · The American Journal of Cardiology · doi:10.1016/0002-9149(85)90789-1 · Cited by 373 · see citing works
Risk factors for heart failure in the elderly: a prospective community-based study
Chen, Y.-T., Vaccarino, V., Williams, C. S., Butler, J., Berkman, L. F., & Krumholz, H. M. (1999) · The American Journal of Medicine · doi:10.1016/s0002-9343(99)00126-6 · Cited by 256 · see citing works
Abraira, C. (1997) · Archives of Internal Medicine · doi:10.1001/archinte.157.2.181 · Cited by 253 · see citing works
Saito, I., Folsom, A. R., Brancati, F. L., Duncan, B. B., Chambless, L. E., & McGovern, P. G. (2000) · Annals of Internal Medicine · doi:10.7326/0003-4819-133-2-200007180-00007 · Cited by 235 · see citing works
Knatterud, G. L. (1971) · JAMA · doi:10.1001/jama.217.6.777 · Cited by 227 · see citing works
Knatterud, G. L. (1978) · JAMA · doi:10.1001/jama.240.1.37 · Cited by 202 · see citing works
ABC of heart failure: History and epidemiology
Davis, R. (2000) · BMJ · doi:10.1136/bmj.320.7226.39 · Cited by 200 · see citing works
Lehto, S., Rönnemaa, T., Pyörälà, K., & Laakso, M. (2000) · Diabetologia · doi:10.1007/s001250050023 · Cited by 192 · see citing works
Cardiovascular Events and Correlates in the Veterans Affairs Diabetes Feasibility Trial
Abraira, C. (1997) · Archives of Internal Medicine · doi:10.1001/archinte.1997.00440230053007 · Cited by 189 · see citing works
Insulin resistance, compensatory hyperinsulinaemia, and coronary heart disease
Reaven, G. M., & Laws, A. (1994) · Diabetologia · doi:10.1007/bf00400953 · Cited by 179 · see citing works
Diabetes mellitus and congestive heart failure
SOLANG, L. (1999) · European Heart Journal · doi:10.1053/euhj.1998.1472 · Cited by 176 · see citing works
Santen, R. J. (1972) · Archives of Internal Medicine · doi:10.1001/archinte.130.6.833 · Cited by 166 · see citing works
Type 2 diabetes: incremental medical care costs during the first 8 years after diagnosis.
Brown, J. B., Nichols, G. A., Glauber, H. S., & Bakst, A. W. (1999) · Diabetes Care · doi:10.2337/diacare.22.7.1116 · Cited by 124 · see citing works
Self-citationVital epidemiologic clues in heart failure
Kannel, W. B. (2000) · Journal of Clinical Epidemiology · doi:10.1016/s0895-4356(99)00135-3 · Cited by 124 · see citing works
Do non-insulin-dependent diabetes mellitus and cardiovascular disease share common antecedents?
Stern, M. P. (1996) · Annals of Internal Medicine · doi:10.7326/0003-4819-124-1_part_2-199601011-00006 · Cited by 115 · see citing works
Rönnemaa, T., Laakso, M., Pyörälà, K., Kallio, V., & Puukka, P. J. (1991) · Arteriosclerosis and Thrombosis A Journal of Vascular Biology · doi:10.1161/01.atv.11.1.80 · Cited by 109 · see citing works
Clinical predictors of heart failure in patients with first acute myocardial infarction
Ali, A. S., Rybicki, B. A., Alam, M., Wulbrecht, N., Richer-Cornish, K., Khaja, F., Sabbah, H. N., & Goldstein, S. (1999) · American Heart Journal · doi:10.1016/s0002-8703(99)70080-3 · Cited by 104 · see citing works
Aronow, W., Ahn, C., & Kronzon, I. (1999) · American Journal of Cardiology · doi:10.1016/s0002-9149(99)00392-6 · Cited by 91 · see citing works
Why is insulin not a risk factor for coronary heart disease?
Jarrett, R. J. (1994) · Diabetologia · doi:10.1007/bf00400952 · Cited by 84 · see citing works
The insulin resistance syndrome: the controversy is dead, long live the controversy!
D, M. P. S. M. (1994) · Diabetologia · doi:10.1007/bf00400955 · Cited by 68 · see citing works
Why can high insulin levels indicate a risk for coronary heart disease?
Fontbonne, A. (1994) · Diabetologia · doi:10.1007/bf00400954 · Cited by 62 · see citing works
Case-control study of 10 years of comprehensive diabetes care
Brown, J. B. (2000) · Western Journal of Medicine · doi:10.1136/ewjm.172.2.85 · Cited by 53 · see citing works
Self-citationStandl, E., & Janka, H. U. (1985) · PubMed · Cited by 51 · see citing works
Health care research in an HMO : two decades of discovery
Greenlick, M. R., Freeborn, D. K., & Pope, C. R. (1988) · Johns Hopkins University Press eBooks · Cited by 49 · see citing works
Hyperinsulinaemia is associated with development of electrocardiographic abnormalities in diabetics.
Rm, H., Hockaday, T. D. R., Ji, M., & Newton, D. J. (1984) · PubMed · Cited by 44 · see citing works
Predictors of coronary heart disease and death in NIDDM: The Diabetes Intervention Study experience
Markolf Hanefeld, E., Schmechel, H., Schwanebeck, U., & Lindner, J. (1997) · Diabetologia · doi:10.1007/s001250051425 · Cited by 41 · see citing works
Hypoglycemia-induced silent myocardial ischemia
Pladziewicz, D. S., & Nesto, R. W. (1989) · The American Journal of Cardiology · doi:10.1016/0002-9149(89)90025-8 · Cited by 37 · see citing works
The Treatment of Elderly Diabetic Patients With Acute Myocardial Infarction
Mehta, R. H., Ruane, T. J., McCargar, P. A., et al. (2000) · Archives of Internal Medicine · doi:10.1001/archinte.160.9.1301 · Cited by 35 · see citing works
Pitale, S., Abraira, C., Emanuele, N., et al. (2000) · Diabetes Care · doi:10.2337/diacare.23.9.1316 · Cited by 31 · see citing works
Meyer-Schwickerath, G. R. E., & Gerke, E. (1982) · Diabetologia · doi:10.1007/bf01271163 · Cited by 22 · see citing works
(1987) · PubMed · Cited by 20 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Roger, V. L. (2013) · Circulation Research · doi:10.1161/circresaha.113.300268 · Cited by 1,728 · see citing works
2023 ESC guidelines for the management of cardiovascular disease in patients with diabetes.
Marx, N., Federici, M., Schütt, K., Müller-Wieland, D., Ajjan, R. A., Antunes, M. J., Christodorescu, R. M., Crawford, C., Di Angelantonio, E., Eliasson, B., et al. (2023) · European Heart Journal · doi:10.1093/eurheartj/ehad192 · Cited by 1,642 · see citing works
The Incidence of Congestive Heart Failure in Type 2 Diabetes
Nichols, G. A., Gullion, C. M., Koro, C. E., Ephross, S. A., & Brown, J. B. (2004) · Diabetes Care · doi:10.2337/diacare.27.8.1879 · Cited by 812 · see citing works
Self-citationScirica, B. M., Braunwald, E., Raz, I., Cavender, M. A., Morrow, D. A., Jarolim, P., Udell, J. A., Mosenzon, O., Im, K., Umez-Eronini, A. A., et al. (2014) · Circulation · doi:10.1161/circulationaha.114.010389 · Cited by 725 · see citing works
Seferović, P. M., Petrie, M. C., Filippatos, G. S., Anker, S. D., Rosano, G., Bauersachs, J., Paulus, W. J., Komajda, M., Cosentino, F., de Boer, R. A., et al. (2018) · European Journal of Heart Failure · doi:10.1002/ejhf.1170 · Cited by 708 · see citing works
Heart failure prevalence, incidence, and mortality in the elderly with diabetes
Bertoni, A. G., Hundley, W. G., Massing, M. W., Bonds, D. E., Burke, G. L., & Goff, D. C. (2004) · Diabetes Care · doi:10.2337/diacare.27.3.699 · Cited by 596 · see citing works
Improved clinical outcomes associated with metformin in patients with diabetes and heart failure
Eurich, D. T., Majumdar, S. R., McAlister, F. A., Tsuyuki, R. T., & Johnson, J. A. (2005) · Diabetes Care · doi:10.2337/diacare.28.10.2345 · Cited by 419 · see citing works
Boonman-de Winter, L. J. M., Rutten, F. H., Cramer, M. J. M., Landman, M. J., Liem, A. H., Rutten, G. E. H. M., & Hoes, A. W. (2012) · Diabetologia · doi:10.1007/s00125-012-2579-0 · Cited by 343 · see citing works
Heart failure events with rosiglitazone in type 2 diabetes: data from the RECORD clinical trial
Komajda, M., McMurray, J. J. V., Beck-Nielsen, H., Gomis, R., Hanefeld, M., Pocock, S. J., Curtis, P. S., Jones, N. P., & Home, P. D. (2010) · European Heart Journal · doi:10.1093/eurheartj/ehp604 · Cited by 234 · see citing works
Smooke, S., Horwich, T. B., & Fonarow, G. C. (2005) · American Heart Journal · doi:10.1016/j.ahj.2004.07.005 · Cited by 196 · see citing works
Greenberg, B. H., Abraham, W. T., Albert, N. M., Chiswell, K., Clare, R., Stough, W. G., Gheorghiade, M., O'Connor, C. M., Sun, J. L., Yancy, C. W., et al. (2007) · American Heart Journal · doi:10.1016/j.ahj.2007.05.001 · Cited by 196 · see citing works
Vaur, L., Gueret, P., Lievre, M., Chabaud, S., Passa, P., & For the DIABHYCAR Study Group (2003) · Diabetes Care · doi:10.2337/diacare.26.3.855 · Cited by 163 · see citing works
How safe is the use of thiazolidinediones in clinical practice?
Rizos, C., Elisaf, M., Mikhailidis, D., & Liberopoulos, E. (2009) · Expert Opinion on Drug Safety · doi:10.1517/14740330802597821 · Cited by 161 · see citing works
Eshaghian, S., Horwich, T. B., & Fonarow, G. C. (2006) · American Heart Journal · doi:10.1016/j.ahj.2005.10.008 · Cited by 145 · see citing works
Prevalence and clinical significance of diabetes in asian versus white patients with heart failure
Bank, I. E. M., Gijsberts, C. M., Teng, T.-H. K., Benson, L., Sim, D., Yeo, P. S. D., Ong, H. Y., Jaufeerally, F., Leong, G. K. T., Ling, L. H., et al. (2017) · JACC Heart Failure · doi:10.1016/j.jchf.2016.09.015 · Cited by 87 · see citing works
Das, S. R., Drazner, M. H., Yancy, C. W., Stevenson, L. W., Gersh, B. J., & Dries, D. L. (2004) · American Heart Journal · doi:10.1016/j.ahj.2004.04.019 · Cited by 68 · see citing works
Salvatore, T., Galiero, R., Caturano, A., Vetrano, E., Rinaldi, L., Coviello, F., Di Martino, A., Albanese, G., Colantuoni, S., Medicamento, G., et al. (2022) · Biomolecules · doi:10.3390/biom12020176 · Cited by 62 · see citing works
Ghali, J. K., Boehmer, J., Feldman, A. M., Saxon, L. A., Demarco, T., Carson, P., Yong, P., Galle, E. G., Leigh, J., Ecklund, F. L., et al. (2007) · Journal of Cardiac Failure · doi:10.1016/j.cardfail.2007.06.723 · Cited by 50 · see citing works
Win, T. T., Davis, H. T., & Laskey, W. K. (2016) · Circulation Heart Failure · doi:10.1161/circheartfailure.115.003023 · Cited by 43 · see citing works
Diabetes, quality of care, and in-hospital outcomes in patients hospitalized with heart failure
Kapoor, J. R., Fonarow, G. C., Zhao, X., Kapoor, R., Hernandez, A. F., & Heidenreich, P. A. (2011) · American Heart Journal · doi:10.1016/j.ahj.2011.06.008 · Cited by 26 · see citing works
Pratley, R. E., Husain, M., Lingvay, I., Pieber, T. R., Mark, T., Saevereid, H. A., Møller, D. V., Zinman, B., & the DEVOTE Study Group (2019) · Cardiovascular Diabetology · doi:10.1186/s12933-019-0960-8 · Cited by 25 · see citing works
Tschöpe, D., Bramlage, P., Schneider, S., & Gitt, A. K. (2016) · Diabetes and Vascular Disease Research · doi:10.1177/1479164115610470 · Cited by 12 · see citing works
- Authors
- Nichols, G. A., Hillier, T. A., Erbey, J. R., & Brown, J. B.
- Affiliations
- Kaiser Permanente Center for Health Research (US)
- Schering-Plough Pharmaceuticals, Kenilworth, New Jersey
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2001-09-01
- Volume
- 24
- Issue
- 9
- Pages
- 1614-1619
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W2165832533
- Cited by
- 600
- References
- 45
- Citations by year
- 2026: 14 · 2025: 21 · 2024: 24 · 2023: 20 · 2022: 29 · 2021: 36 · 2020: 33 · 2019: 36 · 2018: 47 · 2017: 23 · 2016: 29 · 2015: 22 · 2014: 26 · 2013: 18 · 2012: 20
- FWCI
- 11.69
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Function and Risk Factors
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Keywords
- congestive heart failure, type 2 diabetes, prevalence, incidence, risk factors, insulin use, glycemic control, blood pressure control, diabetes duration, ischemic heart disease, serum creatinine, hypertension
- MeSH terms
- Aged, Aged, 80 and over, Blood Pressure, Body Weight, Diabetes Mellitus, Type 2, Female, Heart Failure, Glycated Hemoglobin, Hospital Records, Humans, Male, Middle Aged, Oregon, Regression Analysis, Risk Factors, Incidence, Prevalence, Databases, Factual, Myocardial Ischemia, Age Distribution
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