Novel Urinary Protein Biomarkers Predicting the Development of Microalbuminuria and Renal Function Decline in Type 1 Diabetes

被引:53
作者
Schlatzer, Daniela [2 ]
Maahs, David M. [1 ]
Chance, Mark R. [2 ]
Dazard, Jean-Eudes [2 ]
Li, Xiaolin [2 ]
Hazlett, Fred [2 ]
Rewers, Marian [1 ]
Snell-Bergeon, Janet K. [1 ]
机构
[1] Univ Colorado Denver, Barbara Davis Ctr Childhood Diabet, Aurora, CO 80045 USA
[2] Case Western Reserve Univ, Ctr Prote, Cleveland, OH 44106 USA
基金
美国国家卫生研究院;
关键词
TAMM-HORSFALL PROTEIN; MASS-SPECTROMETRY; GENE-EXPRESSION; DISEASE; DISCOVERY; PROTEOMICS; RISK; NEPHROPATHY; VALIDATION; COMPONENTS;
D O I
10.2337/dc11-1491
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE-To define a panel of novel protein biomarkers of renal disease. RESEARCH DESIGN AND METHODS-Adults with type 1 diabetes in the Coronary Artery Calcification in Type 1 Diabetes study who were initially free of renal complications (n = 465) were followed for development of micro- or macroalbuminuria (MA) and early renal function decline (ERFD, annual decline in estimated glomerular filtration rate of >= 3.3%). The label-free proteomic discovery phase was conducted in 13 patients who progressed to MA by the 6-year visit and 11 control subjects, and four proteins (Tamm-Horsfall glycoprotein, alpha-1 acid glycoprotein, clusterin, and progranulin) identified in the discovery phase were measured by enzyme-linked immunosorbent assay in 74 subjects: group A, normal renal function (n = 35); group B, ERFD without MA (n = 15); group C, MA without ERFD (n = 16); and group D, both ERFD and MA (n = 8). RESULTS-In the label-free analysis, a model of progression to MA was built using 252 peptides, yielding an area under the curve (AUC) of 84.7 +/- 5.3%. In the validation study, ordinal logistic regression was used to predict development of ERFD, MA, or both. A panel including Tamm-Horsfall glycoprotein (odds ratio 2.9, 95% CI 1.3-6.2, P = 0.008), progranulin (1.9, 0.8-4.5, P = 0.16), clusterin (0.6, 0.3-1.1, P = 0.09), and alpha-1 acid glycoprotein (1.6, 0.7-3.7, P = 0.27) improved the AUC from 0.841 to 0.889. CONCLUSIONS-A panel of four novel protein biomarkers predicted early renal damage in type 1 diabetes. These findings require further validation in other populations for prediction of renal complications and treatment monitoring.
引用
收藏
页码:549 / 555
页数:7
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