Urine Proteome Analysis May Allow Noninvasive Differential Diagnosis of Diabetic Nephropathy

被引:74
作者
Papale, Massimo [1 ]
Di Paolo, Salvatore [2 ]
Magistroni, Riccardo [3 ]
Lamacchia, Olga [4 ]
Di Palma, Anna Maria [5 ]
De Mattia, Angela [5 ]
Rocchetti, Maria Teresa [1 ]
Furci, Luciana [3 ]
Pasquali, Sonia [6 ]
De Cosmo, Salvatore [7 ]
Cignarelli, Mauro [4 ]
Gesualdo, Loreto [1 ,8 ]
机构
[1] Univ Foggia, Core Facil Prote & Mass Spectrometry, Dept BioAgroMed, Fac Med, Foggia, Italy
[2] Hosp Dimiccoli, Div Nephrol & Dialysis, Barletta, Italy
[3] Univ Modena & Reggio Emilia, Dept Med & Med Specialties, Div Nephrol & Dialysis, Modena, Italy
[4] Univ Foggia, Div Endocrinol, Dept Med Sci, Foggia, Italy
[5] Univ Foggia, Dept Biomed Sci, Div Nephrol & Dialysis, Foggia, Italy
[6] St Orsola Hosp, Div Nephrol & Dialysis, Bologna, Italy
[7] Sci Inst Casa Sollievo Sofferenza San Giovanni, Unit Endocrinol, Foggia, Italy
[8] Univ Foggia, Div Nephrol, Dept Biomed Sci & BioAgroMed, Fac Med, Foggia, Italy
关键词
RENAL-FUNCTION; MELLITUS; RETINOPATHY; PREDICT; DISEASE;
D O I
10.2337/dc10-0345
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVE- Chronic renal insufficiency and/or proteinuria in type 2 diabetes may stem from chronic renal diseases (CKD) other than classic diabetic nephropathy in more than one-third of patients. We interrogated urine proteomic profiles generated by surface-enhanced laser desorption/ionization-time of flight/mass spectrometry with the aim of isolating a set of biomarkers able to reliably identify biopsy-proven diabetic nephropathy and to establish a stringent correlation with the different patterns of renal injury. RESEARCH DESIGN AND METHODS- Ten micrograms of urine proteins from 190 subjects (20 healthy subjects, 20 normoalbuminuric, and 18 microalbuminuric diabetic patients and 132 patients with biopsy-proven nephropathy: 65 diabetic nephropathy, 10 diabetic with nondiabetic CKD [nd-CKD], and 57 nondiabetic with CKD) were run using a CM 10 ProteinChip array and analyzed by supervised learning methods (Classification and Regression Tree analysis). RESULTS- The classification model correctly identified 75% of patients with normoalbuminuria, 87.5% of those with microalbuminuria, and 87.5% of those with diabetic nephropathy when applied to a blinded testing set. Most importantly, it was able to reliably differentiate diabetic nephropathy from nd-CKD in both diabetic and nondiabetic patients. Among the best predictors of the classification model, we identified and validated two proteins, ubiquitin and beta(2-)microglobulin. CONCLUSIONS- Our data suggest the presence of a specific urine proteomic signature able to reliably identify type 2 diabetic patients with diabetic glomerulosclerosis.
引用
收藏
页码:2409 / 2415
页数:7
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