Diabetes 50:2384-2389, 2001
© 2001 by the American Diabetes Association, Inc.
The Relation of Markers of Inflammation to the Development of Glucose Disorders in the Elderly
The Cardiovascular Health Study
Joshua I. Barzilay1,
Linn Abraham2,
Susan R. Heckbert3,
Mary Cushman4,
Lewis H. Kuller5,
Helaine E. Resnick6, and
Russell P. Tracy7
1 Division of Endocrinology, Kaiser Permanente of Georgia, and the Division of Endocrinology, Emory University School of Medicine, Atlanta, Georgia
2 Department of Biostatistics, University of Washington, Seattle, Washington
3 Department of Epidemiology, University of Washington, Seattle, Washington
4 Department of Medicine, University of Vermont College of Medicine, Colchester, Vermont
5 Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
6 Medstar Research Institute, Washington, D.C.
7 Department of Pathology, University of Vermont College of Medicine, Colchester, Vermont
Several studies suggest that inflammation plays a role in the pathogenesis of some glucose disorders in adults. We tested this hypothesis in a longitudinal cohort study of older individuals who had normal fasting glucose (FG) values at baseline. We compared the baseline levels of six inflammatory markers in participants who had developed glucose disorders at follow-up with those of participants whose FG remained normal at follow-up. Participants were members of the Cardiovascular Health Study, a prospective study of risk factors for cardiovascular disease in adults 65 years. All 5,888 participants had baseline testing, including FG and markers of inflammation: white blood cell and platelet counts and albumin, fibrinogen, C-reactive protein (CRP), and factor VIIIc levels. At 34 years of follow-up, 4,481 (84.5%) of those who were alive had FG levels retested. Participants who developed diabetes (n = 45) had higher median levels of CRP at baseline than those who remained normoglycemic. On multivariate analysis, those with elevated CRP levels (75th percentile [2.86 mg/l] vs. 25th percentile [0.82 mg/l]) were 2.03 times (95% confidence intervals, 1.442.86) more likely to have diabetes on follow-up. Adjustment for confounders and other inflammatory markers did not appreciably change this finding. There was no relationship between the development of diabetes and other markers of inflammation. Inflammation, as measured by CRP levels, is associated with the development of diabetes in the elderly. Understanding the role of inflammation in the pathogenesis of glucose disorders in this age-group may lead to better classification and treatment of glucose disorders among them.

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178(2):
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25(1):
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29(8):
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55(8):
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|

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 |

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55(6):
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 |
|

|
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57(3):
303 - 311.
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|
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|
 |
 
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55(5):
1252 - 1259.
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168(3):
765 - 777.
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 |
|

|
 |

|
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112(24):
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|
 |
|

|
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|
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54(11):
3140 - 3147.
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|
 |
|

|
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102(42):
15184 - 15189.
[Abstract]
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|
 |
|

|
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|
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October 1, 2005;
28(10):
2497 - 2500.
[Abstract]
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|
 |
|

|
 |

|
 |
 
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Elevated Levels of Interleukin-18 Predict the Development of Type 2 Diabetes: Results From the MONICA/KORA Augsburg Study, 1984-2002
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October 1, 2005;
54(10):
2932 - 2938.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G McGwin, T A Hall, A Xie, and C Owsley
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Br. J. Ophthalmol.,
September 1, 2005;
89(9):
1166 - 1170.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. A. Schaumberg, R. J. Glynn, A. J. Jenkins, T. J. Lyons, N. Rifai, J. E. Manson, P. M. Ridker, and D. M. Nathan
Effect of Intensive Glycemic Control on Levels of Markers of Inflammation in Type 1 Diabetes Mellitus in the Diabetes Control and Complications Trial
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May 17, 2005;
111(19):
2446 - 2453.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Y. Doi, Y. Kiyohara, M. Kubo, Y. Tanizaki, K. Okubo, T. Ninomiya, M. Iwase, and M. Iida
Relationship Between C-Reactive Protein and Glucose Levels in Community-Dwelling Subjects Without Diabetes: The Hisayama Study
Diabetes Care,
May 1, 2005;
28(5):
1211 - 1213.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. C. O'Connor, A. Satpathy, M. E. Hartman, E. M. Horvath, K. W. Kelley, R. Dantzer, R. W. Johnson, and G. G. Freund
IL-1{beta}-Mediated Innate Immunity Is Amplified in the db/db Mouse Model of Type 2 Diabetes
J. Immunol.,
April 15, 2005;
174(8):
4991 - 4997.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. M. W. Petersen and B. K. Pedersen
The anti-inflammatory effect of exercise
J Appl Physiol,
April 1, 2005;
98(4):
1154 - 1162.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. A. Tataranni and E. Ortega
A Burning Question: Does an Adipokine-Induced Activation of the Immune System Mediate the Effect of Overnutrition on Type 2 Diabetes?
Diabetes,
April 1, 2005;
54(4):
917 - 927.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Engstrom, B. Hedblad, K.-F. Eriksson, L. Janzon, and F. Lindgarde
Complement C3 Is a Risk Factor for the Development of Diabetes: A Population-Based Cohort Study
Diabetes,
February 1, 2005;
54(2):
570 - 575.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. S. Ford and D. M. Mannino
Prospective Association Between Lung Function and the Incidence of Diabetes: Findings from the National Health and Nutrition Examination Survey Epidemiologic Follow-Up Study
Diabetes Care,
December 1, 2004;
27(12):
2966 - 2970.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. Yaffe, A. Kanaya, K. Lindquist, E. M. Simonsick, T. Harris, R. I. Shorr, F. A. Tylavsky, and A. B. Newman
The Metabolic Syndrome, Inflammation, and Risk of Cognitive Decline
JAMA,
November 10, 2004;
292(18):
2237 - 2242.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. Sattar, O. Scherbakova, I. Ford, D. St. J. O'Reilly, A. Stanley, E. Forrest, P. W. MacFarlane, C. J. Packard, S. M. Cobbe, and J. Shepherd
Elevated Alanine Aminotransferase Predicts New-Onset Type 2 Diabetes Independently of Classical Risk Factors, Metabolic Syndrome, and C-Reactive Protein in the West of Scotland Coronary Prevention Study
Diabetes,
November 1, 2004;
53(11):
2855 - 2860.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
G. Valsamakis, A. Anwar, J. W. Tomlinson, C. H. L. Shackleton, P. G. McTernan, R. Chetty, P. J. Wood, A. K. Banerjee, G. Holder, A. H. Barnett, et al.
11{beta}-Hydroxysteroid Dehydrogenase Type 1 Activity in Lean and Obese Males with Type 2 Diabetes Mellitus
J. Clin. Endocrinol. Metab.,
September 1, 2004;
89(9):
4755 - 4761.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. S. Ryan and B. J. Nicklas
Reductions in Plasma Cytokine Levels With Weight Loss Improve Insulin Sensitivity in Overweight and Obese Postmenopausal Women
Diabetes Care,
July 1, 2004;
27(7):
1699 - 1705.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. J.G. Hanley, A. Festa, R. B. D'Agostino, L. E. Wagenknecht, P. J. Savage, R. P. Tracy, M. F. Saad, and S. M. Haffner
Metabolic and Inflammation Variable Clusters and Prediction of Type 2 Diabetes: Factor Analysis Using Directly Measured Insulin Sensitivity
Diabetes,
July 1, 2004;
53(7):
1773 - 1781.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. M Ridker, P. W.F. Wilson, and S. M. Grundy
Should C-Reactive Protein Be Added to Metabolic Syndrome and to Assessment of Global Cardiovascular Risk?
Circulation,
June 15, 2004;
109(23):
2818 - 2825.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Ten and N. Maclaren
Insulin Resistance Syndrome in Children
J. Clin. Endocrinol. Metab.,
June 1, 2004;
89(6):
2526 - 2539.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Helmersson, B. Vessby, A. Larsson, and S. Basu
Association of Type 2 Diabetes With Cyclooxygenase-Mediated Inflammation and Oxidative Stress in an Elderly Population
Circulation,
April 13, 2004;
109(14):
1729 - 1734.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. B. Schulze, E. B. Rimm, T. Li, N. Rifai, M. J. Stampfer, and F. B. Hu
C-Reactive Protein and Incident Cardiovascular Events Among Men With Diabetes
Diabetes Care,
April 1, 2004;
27(4):
889 - 894.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
N. Winer and J. R. Sowers
Epidemiology of Diabetes
J. Clin. Pharmacol.,
April 1, 2004;
44(4):
397 - 405.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. Mascitelli and F. Pezzetta
Anti-Inflammatory Action of Alcohol and Risk of Type 2 Diabetes Mellitus
Arch Intern Med,
March 8, 2004;
164(5):
572 - 572.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. C. Pickup
Inflammation and Activated Innate Immunity in the Pathogenesis of Type 2 Diabetes
Diabetes Care,
March 1, 2004;
27(3):
813 - 823.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. B. Hu, J. B. Meigs, T. Y. Li, N. Rifai, and J. E. Manson
Inflammatory Markers and Risk of Developing Type 2 Diabetes in Women
Diabetes,
March 1, 2004;
53(3):
693 - 700.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. C. Maty, L. P. Fried, S. Volpato, J. Williamson, F. L. Brancati, and C. S. Blaum
Patterns of Disability Related to Diabetes Mellitus in Older Women
J. Gerontol. A Biol. Sci. Med. Sci.,
February 1, 2004;
59(2):
M148 - 153.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Wolf, J. Sauk, A. Shah, K. Vossen Smirnakis, R. Jimenez-Kimble, J. L. Ecker, and R. Thadhani
Inflammation and Glucose Intolerance: A prospective study of gestational diabetes mellitus
Diabetes Care,
January 1, 2004;
27(1):
21 - 27.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. J. Aviles, D. O. Martin, C. Apperson-Hansen, P. L. Houghtaling, P. Rautaharju, R. A. Kronmal, R. P. Tracy, D. R. Van Wagoner, B. M. Psaty, M. S. Lauer, et al.
Inflammation as a Risk Factor for Atrial Fibrillation
Circulation,
December 16, 2003;
108(24):
3006 - 3010.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Festa, A. J.G. Hanley, R. P. Tracy, R. D'Agostino Jr, and S. M. Haffner
Inflammation in the Prediabetic State Is Related to Increased Insulin Resistance Rather Than Decreased Insulin Secretion
Circulation,
October 14, 2003;
108(15):
1822 - 1830.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. B. Hu and M. J. Stampfer
Is Type 2 Diabetes Mellitus a Vascular Condition?
Arterioscler. Thromb. Vasc. Biol.,
October 1, 2003;
23(10):
1715 - 1716.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. Nakanishi, K. Yamane, N. Kamei, M. Okubo, and N. Kohno
Elevated C-Reactive Protein Is a Risk Factor for the Development of Type 2 Diabetes in Japanese Americans
Diabetes Care,
October 1, 2003;
26(10):
2754 - 2757.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Di Napoli
Editorial Comment--C-Reactive Protein and Vascular Risk in Stroke Patients: Potential Use for the Future
Stroke,
October 1, 2003;
34(10):
2468 - 2470.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. G. Hackam and S. S. Anand
Emerging Risk Factors for Atherosclerotic Vascular Disease: A Critical Review of the Evidence
JAMA,
August 20, 2003;
290(7):
932 - 940.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. Retnakaran, A. J. G. Hanley, N. Raif, P. W. Connelly, M. Sermer, and B. Zinman
C-Reactive Protein and Gestational Diabetes: The Central Role of Maternal Obesity
J. Clin. Endocrinol. Metab.,
August 1, 2003;
88(8):
3507 - 3512.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. C.B. Tan, N. M.S. Wat, S. C.F. Tam, E. D. Janus, T.H. Lam, and K. S.L. Lam
C-Reactive Protein Predicts the Deterioration of Glycemia in Chinese Subjects With Impaired Glucose Tolerance
Diabetes Care,
August 1, 2003;
26(8):
2323 - 2328.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. B. Duncan, M. I. Schmidt, J. S. Pankow, C. M. Ballantyne, D. Couper, A. Vigo, R. Hoogeveen, A. R. Folsom, and G. Heiss
Low-Grade Systemic Inflammation and the Development of Type 2 Diabetes: The Atherosclerosis Risk in Communities Study
Diabetes,
July 1, 2003;
52(7):
1799 - 1805.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. M. Fernandez-Real and W. Ricart
Insulin Resistance and Chronic Cardiovascular Inflammatory Syndrome
Endocr. Rev.,
June 1, 2003;
24(3):
278 - 301.
| |