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Published in: BMC Public Health 1/2008

Open Access 01-12-2008 | Research article

An investigation of the population impact of variation in HbA1clevels in older people in England and Wales: From a population based multi-centre longitudinal study

Authors: Lu Gao, Fiona E Matthews, Lincoln A Sargeant, Carol Brayne, MRC CFAS

Published in: BMC Public Health | Issue 1/2008

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Abstract

Background

Diabetes is common in the older population and is increasing. Glycated hemoglobin (HbA1c) is an indicator of average blood glucose concentration over the past three months. The HbA1c test is currently one of clinical methods used to check diabetes control. Recent studies have suggested diabetes is a risk factor for dementia, cognitive dysfunction and physical disability. In addition, there have reported the relationship between HbA1c and mortality on all cause, cardiovascular disease and cognitive function, but few studies have investigated the relationship concentrating on the older population.
The aim of this study is to investigate the association between the level of HbA1c and mortality from all causes, incident cardiovascular disease, cognitive decline and physical disability in people aged 65 and over in England and Wales.

Methods

1139 men and women aged 69 years and over who were participants in a ten year population based ageing multi-centre, longitudinal study who had HbA1c measurements after 5–6 years of follow up. All participants were flagged for death notification including causes at the Office of National Statistics. Information on health including vascular conditions, cognitive status, physical function and dementia were available from the study both before and after the HbA1c measurement. Survival analyses and logistic regression were conducted.

Results

Mortality from all causes, cardiovascular and ischaemic heart disease increased with increasing HbA1c. Participants with diagnosed diabetes or who had HbA1c≥ 7% but no self-reported diabetes had increased mortality risk from all causes and cardiovascular diseases. The respondents in the group HbA1c ≥7% who had not been diagnosed with diabetes had a significantly higher risk (odds ratio = 4.8 95% CI: 1.1 to 21.6) of developing dementia. Individuals who had self-reported diabetes but a HbA1c level <7% had mortality and dementia incidence comparable to individuals without diabetes and HbA1c <7%.

Conclusion

The findings support previous reports that bio-markers of glucose metabolism are associated with long term outcomes, such as mortality and dementia.
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Literature
1.
go back to reference Wild S, Roglic G, Green A, Sicree R, King H: Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care. 2004, 27: 1047-1053. 10.2337/diacare.27.5.1047.CrossRefPubMed Wild S, Roglic G, Green A, Sicree R, King H: Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care. 2004, 27: 1047-1053. 10.2337/diacare.27.5.1047.CrossRefPubMed
2.
go back to reference Weatherall DJ, Ledingham GG, warrell DA: Oxford textbook of medicine. 1996, Oxford university press, 3rd Weatherall DJ, Ledingham GG, warrell DA: Oxford textbook of medicine. 1996, Oxford university press, 3rd
3.
go back to reference Cukierman T, Gerstein HC, Williamson JD: Cognitive decline and dementia in diabetes--systematic overview of prospective observational studies. Diabetologia. 2005, 48: 2460-2469. 10.1007/s00125-005-0023-4.CrossRefPubMed Cukierman T, Gerstein HC, Williamson JD: Cognitive decline and dementia in diabetes--systematic overview of prospective observational studies. Diabetologia. 2005, 48: 2460-2469. 10.1007/s00125-005-0023-4.CrossRefPubMed
4.
go back to reference Biessels GJ, Staekenborg S, Brunner E, Brayne C, Scheltens P: Risk of dementia in diabetes mellitus: a systematic review. Lancet Neurol. 2006, 5: 64-74. 10.1016/S1474-4422(05)70284-2.CrossRefPubMed Biessels GJ, Staekenborg S, Brunner E, Brayne C, Scheltens P: Risk of dementia in diabetes mellitus: a systematic review. Lancet Neurol. 2006, 5: 64-74. 10.1016/S1474-4422(05)70284-2.CrossRefPubMed
5.
go back to reference Bruce DG, Casey GP, Grange V, Clarnette RC, Almeida OP, Foster JK, Ives FJ, Davis TM: Cognitive impairment, physical disability and depressive symptoms in older diabetic patients: the Fremantle Cognition in Diabetes Study. Diabetes Res Clin Pract. 2003, 61: 59-67. 10.1016/S0168-8227(03)00084-6.CrossRefPubMed Bruce DG, Casey GP, Grange V, Clarnette RC, Almeida OP, Foster JK, Ives FJ, Davis TM: Cognitive impairment, physical disability and depressive symptoms in older diabetic patients: the Fremantle Cognition in Diabetes Study. Diabetes Res Clin Pract. 2003, 61: 59-67. 10.1016/S0168-8227(03)00084-6.CrossRefPubMed
6.
go back to reference Standards of medical care in diabetes--2006. Diabetes Care. 2006, 29 Suppl 1: S4-42. Standards of medical care in diabetes--2006. Diabetes Care. 2006, 29 Suppl 1: S4-42.
7.
go back to reference Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, Day N: Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of european prospective investigation of cancer and nutrition (EPIC-Norfolk). BMJ. 2001, 322: 15-18. 10.1136/bmj.322.7277.15.CrossRefPubMedPubMedCentral Khaw KT, Wareham N, Luben R, Bingham S, Oakes S, Welch A, Day N: Glycated haemoglobin, diabetes, and mortality in men in Norfolk cohort of european prospective investigation of cancer and nutrition (EPIC-Norfolk). BMJ. 2001, 322: 15-18. 10.1136/bmj.322.7277.15.CrossRefPubMedPubMedCentral
8.
go back to reference Khaw KT, Wareham N, Bingham S, Luben R, Welch A, Day N: Association of hemoglobin A1c with cardiovascular disease and mortality in adults: the European prospective investigation into cancer in Norfolk. Ann Intern Med. 2004, 141: 413-420.CrossRefPubMed Khaw KT, Wareham N, Bingham S, Luben R, Welch A, Day N: Association of hemoglobin A1c with cardiovascular disease and mortality in adults: the European prospective investigation into cancer in Norfolk. Ann Intern Med. 2004, 141: 413-420.CrossRefPubMed
9.
go back to reference Shankar A, Klein R, Klein BE, Moss SE: Association between glycosylated hemoglobin level and cardiovascular and all-cause mortality in type 1 diabetes. Am J Epidemiol. 2007, 166: 393-402. 10.1093/aje/kwm096.CrossRefPubMed Shankar A, Klein R, Klein BE, Moss SE: Association between glycosylated hemoglobin level and cardiovascular and all-cause mortality in type 1 diabetes. Am J Epidemiol. 2007, 166: 393-402. 10.1093/aje/kwm096.CrossRefPubMed
10.
go back to reference Worrall GJ, Chaulk PC, Moulton N: Cognitive function and glycosylated hemoglobin in older patients with type II diabetes. J Diabetes Complications. 1996, 10: 320-324. 10.1016/1056-8727(94)00078-6.CrossRefPubMed Worrall GJ, Chaulk PC, Moulton N: Cognitive function and glycosylated hemoglobin in older patients with type II diabetes. J Diabetes Complications. 1996, 10: 320-324. 10.1016/1056-8727(94)00078-6.CrossRefPubMed
11.
go back to reference Lowe LP, Tranel D, Wallace RB, Welty TK: Type II diabetes and cognitive function. A population-based study of Native Americans. Diabetes Care. 1994, 17: 891-896. 10.2337/diacare.17.8.891.CrossRefPubMed Lowe LP, Tranel D, Wallace RB, Welty TK: Type II diabetes and cognitive function. A population-based study of Native Americans. Diabetes Care. 1994, 17: 891-896. 10.2337/diacare.17.8.891.CrossRefPubMed
12.
go back to reference Robertson-Tchabo EA, Arenberg D, Tobin JD, Plotz JB: A longitudinal study of cognitive performance in noninsulin dependent (type II) diabetic men. Exp Gerontol. 1986, 21: 459-467. 10.1016/0531-5565(86)90051-3.CrossRefPubMed Robertson-Tchabo EA, Arenberg D, Tobin JD, Plotz JB: A longitudinal study of cognitive performance in noninsulin dependent (type II) diabetic men. Exp Gerontol. 1986, 21: 459-467. 10.1016/0531-5565(86)90051-3.CrossRefPubMed
13.
go back to reference Gregg EW, Beckles GL, Williamson DF, Leveille SG, Langlois JA, Engelgau MM, Narayan KM: Diabetes and physical disability among older U.S. adults. Diabetes Care. 2000, 23: 1272-1277. 10.2337/diacare.23.9.1272.CrossRefPubMed Gregg EW, Beckles GL, Williamson DF, Leveille SG, Langlois JA, Engelgau MM, Narayan KM: Diabetes and physical disability among older U.S. adults. Diabetes Care. 2000, 23: 1272-1277. 10.2337/diacare.23.9.1272.CrossRefPubMed
14.
go back to reference Cognitive function and dementia in six areas of England and Wales: the distribution of MMSE and prevalence of GMS organicity level in the MRC CFA Study. The Medical Research Council Cognitive Function and Ageing Study (MRC CFAS). Psychol Med. 1998, 28: 319-335. 10.1017/S0033291797006272. Cognitive function and dementia in six areas of England and Wales: the distribution of MMSE and prevalence of GMS organicity level in the MRC CFA Study. The Medical Research Council Cognitive Function and Ageing Study (MRC CFAS). Psychol Med. 1998, 28: 319-335. 10.1017/S0033291797006272.
15.
go back to reference Yip AG, Brayne C, Easton D, Rubinsztein DC: Apolipoprotein E4 is only a weak predictor of dementia and cognitive decline in the general population. J Med Genet. 2002, 39: 639-643. 10.1136/jmg.39.9.639.CrossRefPubMedPubMedCentral Yip AG, Brayne C, Easton D, Rubinsztein DC: Apolipoprotein E4 is only a weak predictor of dementia and cognitive decline in the general population. J Med Genet. 2002, 39: 639-643. 10.1136/jmg.39.9.639.CrossRefPubMedPubMedCentral
16.
go back to reference McCance DR, Hanson RL, Charles MA, Jacobsson LT, Pettitt DJ, Bennett PH, Knowler WC: Comparison of tests for glycated haemoglobin and fasting and two hour plasma glucose concentrations as diagnostic methods for diabetes. BMJ. 1994, 308: 1323-1328.CrossRefPubMedPubMedCentral McCance DR, Hanson RL, Charles MA, Jacobsson LT, Pettitt DJ, Bennett PH, Knowler WC: Comparison of tests for glycated haemoglobin and fasting and two hour plasma glucose concentrations as diagnostic methods for diabetes. BMJ. 1994, 308: 1323-1328.CrossRefPubMedPubMedCentral
17.
go back to reference Folstein MF, Folstein SE, McHugh PR: "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198. 10.1016/0022-3956(75)90026-6.CrossRefPubMed Folstein MF, Folstein SE, McHugh PR: "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. J Psychiatr Res. 1975, 12: 189-198. 10.1016/0022-3956(75)90026-6.CrossRefPubMed
18.
go back to reference Copeland JR, Dewey ME, Griffiths-Jones HM: A computerized psychiatric diagnostic system and case nomenclature for elderly subjects: GMS and AGECAT. Psychol Med. 1986, 16: 89-99.CrossRefPubMed Copeland JR, Dewey ME, Griffiths-Jones HM: A computerized psychiatric diagnostic system and case nomenclature for elderly subjects: GMS and AGECAT. Psychol Med. 1986, 16: 89-99.CrossRefPubMed
19.
go back to reference Spector WD, Fleishman JA: Combining activities of daily living with instrumental activities of daily living to measure functional disability. J Gerontol B Psychol Sci Soc Sci. 1998, 53: S46-S57.CrossRefPubMed Spector WD, Fleishman JA: Combining activities of daily living with instrumental activities of daily living to measure functional disability. J Gerontol B Psychol Sci Soc Sci. 1998, 53: S46-S57.CrossRefPubMed
20.
go back to reference Isaacs B, Neville Y: The needs of old people. The 'interval' as a method of measurement. Br J Prev Soc Med. 1976, 30 (2): 79-85.PubMedPubMedCentral Isaacs B, Neville Y: The needs of old people. The 'interval' as a method of measurement. Br J Prev Soc Med. 1976, 30 (2): 79-85.PubMedPubMedCentral
21.
go back to reference Yip AG, Brayne C, Matthews FE: Risk factors for incident dementia in England and Wales: The Medical Research Council Cognitive Function and Ageing Study. A population-based nested case-control study. Age Ageing. 2006, 35: 154-160. 10.1093/ageing/afj030.CrossRefPubMed Yip AG, Brayne C, Matthews FE: Risk factors for incident dementia in England and Wales: The Medical Research Council Cognitive Function and Ageing Study. A population-based nested case-control study. Age Ageing. 2006, 35: 154-160. 10.1093/ageing/afj030.CrossRefPubMed
22.
go back to reference Brayne C, Gao L, Dewey M, Matthews FE, Medical Research Council Cognitive Function and Ageing Study Investigators.: Dementia before death in ageing societies--the promise of prevention and the reality. PLoS Med. 2006, 3 (10): e397-10.1371/journal.pmed.0030397.CrossRefPubMedPubMedCentral Brayne C, Gao L, Dewey M, Matthews FE, Medical Research Council Cognitive Function and Ageing Study Investigators.: Dementia before death in ageing societies--the promise of prevention and the reality. PLoS Med. 2006, 3 (10): e397-10.1371/journal.pmed.0030397.CrossRefPubMedPubMedCentral
23.
go back to reference UK Prospective Diabetes Study 6. Complications in newly diagnosed type 2 diabetic patients and their association with different clinical and biochemical risk factors. Diabetes Res. 1990, 13: 1-11. UK Prospective Diabetes Study 6. Complications in newly diagnosed type 2 diabetic patients and their association with different clinical and biochemical risk factors. Diabetes Res. 1990, 13: 1-11.
24.
go back to reference Haffner SM, Stern MP, Hazuda HP, Mitchell BD, Patterson JK: Cardiovascular risk factors in confirmed prediabetic individuals. Does the clock for coronary heart disease start ticking before the onset of clinical diabetes?. JAMA. 1990, 263: 2893-2898. 10.1001/jama.263.21.2893.CrossRefPubMed Haffner SM, Stern MP, Hazuda HP, Mitchell BD, Patterson JK: Cardiovascular risk factors in confirmed prediabetic individuals. Does the clock for coronary heart disease start ticking before the onset of clinical diabetes?. JAMA. 1990, 263: 2893-2898. 10.1001/jama.263.21.2893.CrossRefPubMed
25.
go back to reference Matthews FE, Chatfield M, Freeman C, McCracken C, Brayne C: Attrition and bias in the MRC cognitive function and ageing study: an epidemiological investigation. BMC Public Health. 2004, 4: 12-10.1186/1471-2458-4-12.CrossRefPubMedPubMedCentral Matthews FE, Chatfield M, Freeman C, McCracken C, Brayne C: Attrition and bias in the MRC cognitive function and ageing study: an epidemiological investigation. BMC Public Health. 2004, 4: 12-10.1186/1471-2458-4-12.CrossRefPubMedPubMedCentral
26.
go back to reference Peters AL, Davidson MB, Schriger DL, Hasselblad V: A clinical approach for the diagnosis of diabetes mellitus: an analysis using glycosylated hemoglobin levels. Meta-analysis Research Group on the Diagnosis of Diabetes Using Glycated Hemoglobin Levels. JAMA. 1996, 276: 1246-1252. 10.1001/jama.276.15.1246.CrossRefPubMed Peters AL, Davidson MB, Schriger DL, Hasselblad V: A clinical approach for the diagnosis of diabetes mellitus: an analysis using glycosylated hemoglobin levels. Meta-analysis Research Group on the Diagnosis of Diabetes Using Glycated Hemoglobin Levels. JAMA. 1996, 276: 1246-1252. 10.1001/jama.276.15.1246.CrossRefPubMed
27.
go back to reference Engelgau MM, Thompson TJ, Herman WH, Boyle JP, Aubert RE, Kenny SJ, Badran A, Sous ES, Ali MA: Comparison of fasting and 2-hour glucose and HbA1c levels for diagnosing diabetes. Diagnostic criteria and performance revisited. Diabetes Care. 1997, 20: 785-791. 10.2337/diacare.20.5.785.CrossRefPubMed Engelgau MM, Thompson TJ, Herman WH, Boyle JP, Aubert RE, Kenny SJ, Badran A, Sous ES, Ali MA: Comparison of fasting and 2-hour glucose and HbA1c levels for diagnosing diabetes. Diagnostic criteria and performance revisited. Diabetes Care. 1997, 20: 785-791. 10.2337/diacare.20.5.785.CrossRefPubMed
28.
go back to reference Lebovitz HE: Insulin resistance--a common link between type 2 diabetes and cardiovascular disease. Diabetes Obes Metab. 2006, 8: 237-249. 10.1111/j.1463-1326.2005.00521.x.CrossRefPubMed Lebovitz HE: Insulin resistance--a common link between type 2 diabetes and cardiovascular disease. Diabetes Obes Metab. 2006, 8: 237-249. 10.1111/j.1463-1326.2005.00521.x.CrossRefPubMed
29.
go back to reference Goldin A, Beckman JA, Schmidt AM, Creager MA: Advanced glycation end products: sparking the development of diabetic vascular injury. Circulation. 2006, 114: 597-605. 10.1161/CIRCULATIONAHA.106.621854.CrossRefPubMed Goldin A, Beckman JA, Schmidt AM, Creager MA: Advanced glycation end products: sparking the development of diabetic vascular injury. Circulation. 2006, 114: 597-605. 10.1161/CIRCULATIONAHA.106.621854.CrossRefPubMed
30.
go back to reference Schmitt HP: epsilon-Glycation, APP and Abeta in ageing and Alzheimer disease: a hypothesis. Med Hypotheses. 2006, 66: 898-906. 10.1016/j.mehy.2005.11.016.CrossRefPubMed Schmitt HP: epsilon-Glycation, APP and Abeta in ageing and Alzheimer disease: a hypothesis. Med Hypotheses. 2006, 66: 898-906. 10.1016/j.mehy.2005.11.016.CrossRefPubMed
Metadata
Title
An investigation of the population impact of variation in HbA1clevels in older people in England and Wales: From a population based multi-centre longitudinal study
Authors
Lu Gao
Fiona E Matthews
Lincoln A Sargeant
Carol Brayne
MRC CFAS
Publication date
01-12-2008
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2008
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-8-54

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