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Published in: Diabetologia 1/2012

01-01-2012 | Article

Association between red blood cell distribution width and macrovascular and microvascular complications in diabetes

Authors: N. Malandrino, W. C. Wu, T. H. Taveira, H. B. Whitlatch, R. J. Smith

Published in: Diabetologia | Issue 1/2012

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Abstract

Aims/hypothesis

Red blood cell distribution width (RDW) has been reported to be a risk marker of morbidity and mortality for cardiovascular disease in various study populations. However, no studies have investigated the relationship between RDW and diabetes complications. We therefore evaluated RDW as a marker of macrovascular and microvascular complications in a nationally representative sample of the adult diabetes population in the USA.

Methods

A cross-sectional study was performed using the nationwide 1988 to 1994 data set from the Third National Health and Nutrition Examination Survey. The association between RDW quartiles and macrovascular and microvascular complications was evaluated in 2,497 non-pregnant adults aged 20 years and older and affected by diabetes. Logistic regression modelling was used to adjust for potential confounding.

Results

Compared with the lowest RDW quartile, higher RDW values (3rd and 4th quartiles) were associated with increased adjusted odds of any vascular complication (OR 4th quartile 2.06 [95% CI 1.11, 3.83]), myocardial infarction (OR 4th quartile 2.45 [95% CI 1.13, 5.28]), heart failure (OR 4th quartile 4.40 [95% CI 1.99, 9.72]), stroke (OR 4th quartile 2.56 [95% CI 1.21, 5.42]) and nephropathy (OR 4th quartile 2.33 [95% CI 1.42, 3.82]). The odds of developing diabetic retinopathy were not significantly increased across RDW quartiles.

Conclusions/interpretation

Higher RDW values are associated with increased odds of developing cardiovascular disease and nephropathy in a nationally representative sample of USA adults with diabetes. RDW may be an important clinical marker of vascular complications in diabetes and one that is independent of traditional risk factors and disease duration.
Literature
1.
go back to reference American Diabetes Association (2010) Standards of medical care in diabetes—2010. Diabetes Care 33(Suppl 1):11–61CrossRef American Diabetes Association (2010) Standards of medical care in diabetes—2010. Diabetes Care 33(Suppl 1):11–61CrossRef
2.
go back to reference Cheung N, Wong TY (2008) Diabetic retinopathy and systemic vascular complications. Prog Retin Eye Res 27:161–176PubMedCrossRef Cheung N, Wong TY (2008) Diabetic retinopathy and systemic vascular complications. Prog Retin Eye Res 27:161–176PubMedCrossRef
3.
4.
go back to reference Felker GM, Allen LA, Pocock SJ et al (2007) Red cell distribution width as a novel prognostic marker in heart failure: data from the CHARM Program and the Duke Databank. J Am Coll Cardiol 50:40–47PubMedCrossRef Felker GM, Allen LA, Pocock SJ et al (2007) Red cell distribution width as a novel prognostic marker in heart failure: data from the CHARM Program and the Duke Databank. J Am Coll Cardiol 50:40–47PubMedCrossRef
5.
go back to reference Tonelli M, Sacks F, Arnold M, Moye L, Davis B, Pfeffer M, for the Cholesterol and Recurrent Events (CARE) Trial Investigators (2008) Relation between red blood cell distribution width and cardiovascular event rate in people with coronary disease. Circulation 117:163–168PubMedCrossRef Tonelli M, Sacks F, Arnold M, Moye L, Davis B, Pfeffer M, for the Cholesterol and Recurrent Events (CARE) Trial Investigators (2008) Relation between red blood cell distribution width and cardiovascular event rate in people with coronary disease. Circulation 117:163–168PubMedCrossRef
6.
go back to reference Patel KV, Ferrucci L, Ershler WB, Longo DL, Guralnik JM (2009) Red blood cell distribution width and the risk of death in middle-aged and older adults. Arch Intern Med 169:515–523PubMedCrossRef Patel KV, Ferrucci L, Ershler WB, Longo DL, Guralnik JM (2009) Red blood cell distribution width and the risk of death in middle-aged and older adults. Arch Intern Med 169:515–523PubMedCrossRef
7.
go back to reference Perlstein TS, Weuve J, Pfeffer MA, Beckman JA (2009) Red blood cell distribution width and mortality risk in a community-based prospective cohort. Arch Intern Med 169:588–594PubMedCrossRef Perlstein TS, Weuve J, Pfeffer MA, Beckman JA (2009) Red blood cell distribution width and mortality risk in a community-based prospective cohort. Arch Intern Med 169:588–594PubMedCrossRef
9.
go back to reference No authors listed (1994) Plan and operation of the Third National Health and Nutrition Examination Survey, 1988–94: series 1. Vital Health Stat 1(32):1–407 No authors listed (1994) Plan and operation of the Third National Health and Nutrition Examination Survey, 1988–94: series 1. Vital Health Stat 1(32):1–407
10.
go back to reference Diabetic Retinopathy Study Group (1981) Report number 7. A modification of the Airlie House classification of diabetic retinopathy. Invest Ophthalmol Vis Sci 21:210–226 Diabetic Retinopathy Study Group (1981) Report number 7. A modification of the Airlie House classification of diabetic retinopathy. Invest Ophthalmol Vis Sci 21:210–226
12.
go back to reference Selvin E, Manzi J, Stevens LA et al (2007) Calibration of serum creatinine in the National Health and Nutrition Examination Surveys (NHANES) 1988–1994, 1999–2004. Am J Kidney Dis 50:918–926PubMedCrossRef Selvin E, Manzi J, Stevens LA et al (2007) Calibration of serum creatinine in the National Health and Nutrition Examination Surveys (NHANES) 1988–1994, 1999–2004. Am J Kidney Dis 50:918–926PubMedCrossRef
13.
go back to reference Levey AS, Coresh J, Balk E et al (2003) National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med 139:137–147PubMed Levey AS, Coresh J, Balk E et al (2003) National Kidney Foundation practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Ann Intern Med 139:137–147PubMed
14.
go back to reference Looker AC, Dallman PR, Carroll MD, Gunter EW, Johnson CL (1997) Prevalence of iron deficiency in the United States. JAMA 277:973–976PubMedCrossRef Looker AC, Dallman PR, Carroll MD, Gunter EW, Johnson CL (1997) Prevalence of iron deficiency in the United States. JAMA 277:973–976PubMedCrossRef
16.
go back to reference Lippi G, Targher G, Montagnana M, Salvagno GL, Zoppini G, Guidi GC (2009) Relation between red blood cell distribution width and inflammatory biomarkers in a large cohort of unselected outpatients. Arch Pathol Lab Med 133:628–632PubMed Lippi G, Targher G, Montagnana M, Salvagno GL, Zoppini G, Guidi GC (2009) Relation between red blood cell distribution width and inflammatory biomarkers in a large cohort of unselected outpatients. Arch Pathol Lab Med 133:628–632PubMed
17.
18.
go back to reference King GL (2008) The role of inflammatory cytokines in diabetes and its complications. J Periodontol 79(8 Suppl):1527–1534PubMedCrossRef King GL (2008) The role of inflammatory cytokines in diabetes and its complications. J Periodontol 79(8 Suppl):1527–1534PubMedCrossRef
19.
go back to reference Acosta J, Hettinga J, Flückiger R et al (2000) Molecular basis for a link between complement and the vascular complications of diabetes. Proc Natl Acad Sci USA 97:5450–5455PubMedCrossRef Acosta J, Hettinga J, Flückiger R et al (2000) Molecular basis for a link between complement and the vascular complications of diabetes. Proc Natl Acad Sci USA 97:5450–5455PubMedCrossRef
20.
go back to reference Sánchez-Chaparro MA, Calvo-Bonacho E, González-Quintela A et al (2010) Higher red blood cell distribution width is associated with the metabolic syndrome: results of the Ibermutuamur Cardiovascular Risk Assessment study. Diabetes Care 33:e40PubMedCrossRef Sánchez-Chaparro MA, Calvo-Bonacho E, González-Quintela A et al (2010) Higher red blood cell distribution width is associated with the metabolic syndrome: results of the Ibermutuamur Cardiovascular Risk Assessment study. Diabetes Care 33:e40PubMedCrossRef
21.
go back to reference Zuccalà A, Losinno F, Zuchelli A, Zuchelli PC (1998) Renovascular disease in diabetes mellitus: treatment by percutaneous transluminal renal angioplasty. Nephrol Dial Transplant 13:26–29PubMedCrossRef Zuccalà A, Losinno F, Zuchelli A, Zuchelli PC (1998) Renovascular disease in diabetes mellitus: treatment by percutaneous transluminal renal angioplasty. Nephrol Dial Transplant 13:26–29PubMedCrossRef
22.
go back to reference Sawicki PT, Kaiser S, Heinemann L, Frenzel H, Berger M (1991) Prevalence of renal artery stenosis in diabetes mellitus—an autopsy study. J Intern Med 229:489–492PubMedCrossRef Sawicki PT, Kaiser S, Heinemann L, Frenzel H, Berger M (1991) Prevalence of renal artery stenosis in diabetes mellitus—an autopsy study. J Intern Med 229:489–492PubMedCrossRef
23.
go back to reference Lippi G, Targher G, Montagnana M, Salvagno GL, Zoppini G, Guidi GC (2008) Relationship between red blood cell distribution width and kidney function tests in a large cohort of unselected outpatients. Scand J Clin Lab Invest 68:745–748PubMedCrossRef Lippi G, Targher G, Montagnana M, Salvagno GL, Zoppini G, Guidi GC (2008) Relationship between red blood cell distribution width and kidney function tests in a large cohort of unselected outpatients. Scand J Clin Lab Invest 68:745–748PubMedCrossRef
24.
go back to reference Förhécz Z, Gombos T, Borgulya G, Pozsonyi Z, Prohászka Z, Jánoskuti L (2009) Red cell distribution width in heart failure: prediction of clinical events and relationship with markers of ineffective erythropoiesis, inflammation, renal function, and nutritional state. Am Heart J 158:659–666PubMedCrossRef Förhécz Z, Gombos T, Borgulya G, Pozsonyi Z, Prohászka Z, Jánoskuti L (2009) Red cell distribution width in heart failure: prediction of clinical events and relationship with markers of ineffective erythropoiesis, inflammation, renal function, and nutritional state. Am Heart J 158:659–666PubMedCrossRef
25.
go back to reference Izuora KE, Chase HP, Jackson WE et al (2005) Inflammatory markers and diabetic retinopathy in type 1 diabetes. Diabetes Care 28:714–715PubMedCrossRef Izuora KE, Chase HP, Jackson WE et al (2005) Inflammatory markers and diabetic retinopathy in type 1 diabetes. Diabetes Care 28:714–715PubMedCrossRef
26.
go back to reference Meleth AD, Agrón E, Chan CC et al (2005) Serum inflammatory markers in diabetic retinopathy. Invest Ophthalmol Vis Sci 46:4295–4301PubMedCrossRef Meleth AD, Agrón E, Chan CC et al (2005) Serum inflammatory markers in diabetic retinopathy. Invest Ophthalmol Vis Sci 46:4295–4301PubMedCrossRef
27.
go back to reference Spijkerman AM, Gall MA, Tarnow L et al (2007) Endothelial dysfunction and low-grade inflammation and the progression of retinopathy in type 2 diabetes. Diabet Med 24:969–976PubMedCrossRef Spijkerman AM, Gall MA, Tarnow L et al (2007) Endothelial dysfunction and low-grade inflammation and the progression of retinopathy in type 2 diabetes. Diabet Med 24:969–976PubMedCrossRef
28.
go back to reference Patel KV, Semba RD, Ferrucci L et al (2010) Red cell distribution width and mortality in older adults: a meta-analysis. J Gerontol A Biol Sci Med Sci 65:258–265PubMedCrossRef Patel KV, Semba RD, Ferrucci L et al (2010) Red cell distribution width and mortality in older adults: a meta-analysis. J Gerontol A Biol Sci Med Sci 65:258–265PubMedCrossRef
29.
go back to reference Ruggenenti P, Cravedi P, Remuzzi G, Medscape (2010) The RAAS in the pathogenesis and treatment of diabetic nephropathy. Nat Rev Nephrol 6:319–330PubMedCrossRef Ruggenenti P, Cravedi P, Remuzzi G, Medscape (2010) The RAAS in the pathogenesis and treatment of diabetic nephropathy. Nat Rev Nephrol 6:319–330PubMedCrossRef
30.
go back to reference Bush TL, Miller SR, Golden AL, Hale WE (1989) Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health 79:1554–1556PubMedCrossRef Bush TL, Miller SR, Golden AL, Hale WE (1989) Self-report and medical record report agreement of selected medical conditions in the elderly. Am J Public Health 79:1554–1556PubMedCrossRef
31.
go back to reference Bergmann MM, Byers T, Freedman DS, Mokdad A (1998) Validity of self-reported diagnoses leading to hospitalization: a comparison of self-reports with hospital records in a prospective study of American adults. Am J Epidemiol 147:969–977PubMed Bergmann MM, Byers T, Freedman DS, Mokdad A (1998) Validity of self-reported diagnoses leading to hospitalization: a comparison of self-reports with hospital records in a prospective study of American adults. Am J Epidemiol 147:969–977PubMed
32.
go back to reference Lampe FC, Walker M, Lennon LT, Whincup PH, Ebrahim S (1999) Validity of a self reported history of doctor-diagnosed angina. J Clin Epidemiol 52:73–81PubMedCrossRef Lampe FC, Walker M, Lennon LT, Whincup PH, Ebrahim S (1999) Validity of a self reported history of doctor-diagnosed angina. J Clin Epidemiol 52:73–81PubMedCrossRef
33.
go back to reference Tretli S, Lund-Larsen PG, Foss OP (1982) Reliability of questionnaire information on cardiovascular disease and diabetes: cardiovascular disease study in Finnmark county. J Epidemiol Community Health 36:269–273PubMedCrossRef Tretli S, Lund-Larsen PG, Foss OP (1982) Reliability of questionnaire information on cardiovascular disease and diabetes: cardiovascular disease study in Finnmark county. J Epidemiol Community Health 36:269–273PubMedCrossRef
34.
go back to reference Klungel OH, de Boer A, Paes AH, Seidell JC, Bakker A (1999) Cardiovascular diseases and risk factors in a population-based study in the Netherlands: agreement between questionnaire information and medical records. Neth J Med 55:177–183PubMedCrossRef Klungel OH, de Boer A, Paes AH, Seidell JC, Bakker A (1999) Cardiovascular diseases and risk factors in a population-based study in the Netherlands: agreement between questionnaire information and medical records. Neth J Med 55:177–183PubMedCrossRef
35.
go back to reference O'Donnell CJ, Glynn RJ, Field TS et al (1999) Misclassification and under-reporting of acute myocardial infarction by elderly persons: implications for community-based observational studies and clinical trials. J Clin Epidemiol 52:745–751PubMedCrossRef O'Donnell CJ, Glynn RJ, Field TS et al (1999) Misclassification and under-reporting of acute myocardial infarction by elderly persons: implications for community-based observational studies and clinical trials. J Clin Epidemiol 52:745–751PubMedCrossRef
Metadata
Title
Association between red blood cell distribution width and macrovascular and microvascular complications in diabetes
Authors
N. Malandrino
W. C. Wu
T. H. Taveira
H. B. Whitlatch
R. J. Smith
Publication date
01-01-2012
Publisher
Springer-Verlag
Published in
Diabetologia / Issue 1/2012
Print ISSN: 0012-186X
Electronic ISSN: 1432-0428
DOI
https://doi.org/10.1007/s00125-011-2331-1

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