Urinary MicroRNA Profiling Predicts the Development of Microalbuminuria in Patients with Type 1 Diabetes

被引:77
|
作者
Argyropoulos, Christos [1 ]
Wang, Kai [2 ]
Bernardo, Jose [3 ]
Ellis, Demetrius [4 ]
Orchard, Trevor [5 ]
Galas, David [6 ]
Johnson, John P. [3 ]
机构
[1] Univ New Mexico, Dept Med, Div Nephrol, Albuquerque, NM 87106 USA
[2] Inst Syst Biol, Seattle, WA 98109 USA
[3] Univ Pittsburgh, Renal & Electrolyte Div, Dept Med, 3550 Terrace St, Pittsburgh, PA 15261 USA
[4] Childrens Hosp Pittsburgh, Pittsburgh, PA 15224 USA
[5] Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15261 USA
[6] Pacific Northwest Diabet Res Inst, Seattle, WA 98103 USA
关键词
microRNAs; microalbuminuria; Type; 1; diabetes; gene ontology; target analysis; prognostic model; GLOMERULOTUBULAR JUNCTION ABNORMALITIES; GLOMERULAR-FILTRATION-RATE; KIDNEY-DISEASE; COLLABORATIVE METAANALYSIS; HIGHER ALBUMINURIA; MICROARRAY DATA; PROGRESSION; BIOMARKERS; NEPHROPATHY; IMPACT;
D O I
10.3390/jcm4071498
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Microalbuminuria provides the earliest clinical marker of diabetic nephropathy among patients with Type 1 diabetes, yet it lacks sensitivity and specificity for early histological manifestations of disease. In recent years microRNAs have emerged as potential mediators in the pathogenesis of diabetes complications, suggesting a possible role in the diagnosis of early stage disease. We used quantiative polymerase chain reaction (qPCR) to evaluate the expression profile of 723 unique microRNAs in the normoalbuminuric urine of patients who did not develop nephropathy (n = 10) relative to patients who subsequently developed microalbuminuria (n = 17). Eighteen microRNAs were strongly associated with the subsequent development of microalbuminuria, while 15 microRNAs exhibited gender-related differences in expression. The predicted targets of these microRNAs map to biological pathways known to be involved in the pathogenesis and progression of diabetic renal disease. A microRNA signature (miR-105-3p, miR-1972, miR-28-3p, miR-30b-3p, miR-363-3p, miR-424-5p, miR-486-5p, miR-495, miR-548o-3p and for women miR-192-5p, miR-720) achieved high internal validity (cross-validated misclassification rate of 11.1%) for the future development of microalbuminuria in this dataset. Weighting microRNA measurements by their number of kidney-relevant targets improved the prognostic performance of the miRNA signature (cross-validated misclassification rate of 7.4%). Future studies are needed to corroborate these early observations in larger cohorts.
引用
收藏
页码:1498 / 1517
页数:20
相关论文
共 50 条
  • [31] Microalbuminuria in children with type 1 diabetes
    Hasanovic, Evlijana
    HEALTHMED, 2010, 4 (01): : 235 - 241
  • [32] Ezetimibe Reduces Urinary Albumin Excretion in Hypercholesterolaemic Type 2 Diabetes Patients with Microalbuminuria
    Nakamura, T.
    Sato, E.
    Amaha, M.
    Kawagoe, Y.
    Maeda, S.
    Inoue, H.
    Yamagishi, S. I.
    JOURNAL OF INTERNATIONAL MEDICAL RESEARCH, 2012, 40 (02) : 798 - 803
  • [33] Regression of microalbuminuria in type 1 diabetes
    Catena, C
    Novello, M
    Sechi, LA
    NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (09): : 906 - 907
  • [34] A1C Variability Predicts Incident Cardiovascular Events, Microalbuminuria, and Overt Diabetic Nephropathy in Patients With Type 1 Diabetes
    Waden, Johan
    Forsblom, Carol
    Thorn, Lena M.
    Gordin, Daniel
    Saraheimo, Markku
    Groop, Per-Henrik
    DIABETES, 2009, 58 (11) : 2649 - 2655
  • [35] Progression to microalbuminuria in type 1 diabetes: development and validation of a prediction rule
    Y. Vergouwe
    S. S. Soedamah-Muthu
    J. Zgibor
    N. Chaturvedi
    C. Forsblom
    J. K. Snell-Bergeon
    D. M. Maahs
    P.-H. Groop
    M. Rewers
    T. J. Orchard
    J. H. Fuller
    K. G. M. Moons
    Diabetologia, 2010, 53 : 254 - 262
  • [36] Prevalence of microalbuminuria in young patients with type 1 and type 2 diabetes mellitus
    Yoo, EG
    Choi, IK
    Kim, DH
    JOURNAL OF PEDIATRIC ENDOCRINOLOGY & METABOLISM, 2004, 17 (10): : 1423 - 1427
  • [37] Progression to microalbuminuria in type 1 diabetes: development and validation of a prediction rule
    Vergouwe, Y.
    Soedamah-Muthu, S. S.
    Zgibor, J.
    Chaturvedi, N.
    Forsblom, C.
    Snell-Bergeon, J. K.
    Maahs, D. M.
    Groop, P. -H.
    Rewers, M.
    Orchard, T. J.
    Fuller, J. H.
    Moons, K. G. M.
    DIABETOLOGIA, 2010, 53 (02) : 254 - 262
  • [39] Urinary Peptidome May Predict Renal Function Decline in Type 1 Diabetes and Microalbuminuria
    Merchant, Michael L.
    Perkins, Bruce A.
    Boratyn, Grzegorz M.
    Ficociello, Linda H.
    Wilkey, Daniel W.
    Barati, Michelle T.
    Bertram, Clinton C.
    Page, Grier P.
    Rovin, Brad H.
    Warram, James H.
    Krolewski, Andrzej S.
    Klein, Jon B.
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 20 (09): : 2065 - 2074
  • [40] Soluble urokinase receptor (suPAR) predicts microalbuminuria in patients at risk for type 2 diabetes mellitus
    Martina Guthoff
    Robert Wagner
    Elko Randrianarisoa
    Erifili Hatziagelaki
    Andreas Peter
    Hans-Ulrich Häring
    Andreas Fritsche
    Nils Heyne
    Scientific Reports, 7