Longitudinal Association Between
Endothelial Dysfunction,
Inf lammation, and Clotting
Biomarkers With Subclinical
Atherosclerosis in Type 1 Diabetes:
An Evaluation of the DCCT/EDIC
Cohort
DOI: 10.2337/dc14-2877
OBJECTIVE
There is considerable interest in identifying biomarkers that predict high risk for
the development of macrovascular complications in patients with diabetes.
Therefore, the longitudinal association between subclinical atherosclerosis as
measured by internal carotid artery intima-medial thickness (IMT) and acute-
phase reactants, cytokines/adipokines, thrombosis, and adhesion molecules
was examined.
RESEARCH DESIGN AND METHODS
Biomarkers were measured at four time points over 20 years in 886 DCCT/EDIC
participants with type 1 diabetes. Four composite scores were created by com-
bining Z scores generated from within the dataset of individual biomarkers: acute-
phase reactants (fibrinogen, C-reactive protein), thrombosis (fibrinogen, active
and total plasminogen activator inhibitor [PAI]-1), cytokines/adipokines (tumor
necrosis factor receptor-1 and -2, active and total PAI-I, IL-6), and endothelial
dysfunction (soluble intracellular adhesion molecule-1, soluble vascular cell ad-
hesion molecule-1, and soluble E-selectin). Internal carotid IMT was measured at
EDIC years 1, 6, and 12, with elevated IMT defined at each time point as being in
the upper quintile of its distribution.
RESULTS
Logistic regression models indicate that while individual biomarkers were not
predictive of or associated with subclinical atherosclerosis, composite scores of
acute-phase reactants (odds ratio [OR] 2.78 [95% CI 1.42–5.42]), thrombolytic
factors (OR 2.83 [95% CI 1.45–5.52]), and cytokine/adipokines (OR 2.83 [95% CI
1.48–5.41]) measured at our final time point EDIC years 8–11 were associated with
higher levels of atherosclerosis at EDIC year 12, but findings were not consistent at
early time points. The endothelial dysfunction score was not appreciably predic-
tive of or associated with subclinical atherosclerosis at any of the time points
measured.
CONCLUSIONS
The pathophysiologic relationship between higher biomarkers levels and progres-
sion of subclinical atherosclerosis remains unclear.
1
Department of Public Health Sciences, Medical
University of South Carolina, Charleston, SC
2
Ralph H. Johnson VA Medical Center, Charles-
ton, SC
3
Biostatistics Center, The George Washington
University, Washington DC
4
Department of Medicine and Laboratory Ser-
vices, Medical University of South Carolina,
Charleston, SC
5
Department of Microbiology and Immunology,
Medical University of South Carolina, Charleston,
SC
Corresponding author: Kelly J. Hunt, huntke@musc
.edu.
Received 3 December 2014 and accepted 15
March 2015.
This article contains Supplementary Data online
at http://care.diabetesjournals.org/lookup/
suppl/doi:10.2337/dc14-2877/-/DC1.
© 2015 by the American Diabetes Association.
Readers may use this article as long as the work
is properly cited, the use is educational and not
for profit, and the work is not altered.
Kelly J. Hunt,
1,2
Nathaniel L. Baker,
1
Patricia A. Cleary,
3
Richard Klein,
3,2
Gabriel Virella,
5
Maria F. Lopes-Virella,
3,2
and the DCCT/EDIC Group of Investigators
Diabetes Care 1
EPIDEMIOLOGY/HEALTH SERVICES RESEARCH
Diabetes Care Publish Ahead of Print, published online April 7, 2015