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

被引:78
|
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
  • [1] Urinary MicroRNA Profiling in the Nephropathy of Type 1 Diabetes
    Argyropoulos, Christos
    Wang, Kai
    McClarty, Sara
    Huang, David
    Bernardo, Jose
    Ellis, Demetrius
    Orchard, Trevor
    Galas, David
    Johnson, John
    PLOS ONE, 2013, 8 (01):
  • [2] URINARY PROTEOMICS PREDICTS MORTALITY IN TYPE 2 DIABETES PATIENTS WITH MICROALBUMINURIA
    Currie, G.
    Von Scholten, B. J.
    Mary, S.
    Siwy, J.
    Mullen, W.
    Rossing, P.
    Delles, C.
    JOURNAL OF HYPERTENSION, 2017, 35 : E38 - E39
  • [3] Increased urinary transferrin excretion predicts microalbuminuria in patients with type 2 diabetes
    Kazumi, T
    Hozumi, T
    Ishida, Y
    Ikeda, Y
    Kishi, K
    Hayakawa, M
    Yoshino, G
    DIABETES CARE, 1999, 22 (07) : 1176 - 1180
  • [4] Metabolomic Profile Predicts Development of Microalbuminuria in Individuals with Type 1 Diabetes
    Haukka, Jani K.
    Sandholm, Niina
    Forsblom, Carol
    Cobb, Jeffrey E.
    Groop, Per-Henrik
    Ferrannini, Ele
    SCIENTIFIC REPORTS, 2018, 8
  • [5] Metabolomic Profile Predicts Development of Microalbuminuria in Individuals with Type 1 Diabetes
    Jani K. Haukka
    Niina Sandholm
    Carol Forsblom
    Jeffrey E. Cobb
    Per-Henrik Groop
    Ele Ferrannini
    Scientific Reports, 8
  • [6] Severity of glomerulopathy predicts long-term urinary albumin excretion rate in patients with type 1 diabetes and microalbuminuria
    Bangstad, HJ
    Osterby, R
    Hartmann, A
    Berg, TJ
    Hanssen, KF
    DIABETES CARE, 1999, 22 (02) : 314 - 319
  • [7] Determinants of development of microalbuminuria in normotensive patients with Type 1 and Type 2 diabetes
    Villar, G
    García, Y
    Goicolea, I
    Vázquez, JA
    DIABETES & METABOLISM, 1999, 25 (03): : 246 - 254
  • [8] Urinary type IV collagen as a predictor for the incidence of microalbuminuria in young patients with Type 1 diabetes
    Morita, M.
    Hanai, K.
    Uchigata, Y.
    DIABETIC MEDICINE, 2014, 31 (02) : 213 - 218
  • [9] Urinary Angiotensinogen in Patients With Type 1 Diabetes With Microalbuminuria: Effect of Gender and Insulin Modality
    Motta, Jessica Z. Navarro
    Sanchez, Alejandro
    Aqeel, Sheeba H. Ba
    Ye, Minghao
    Rehman, Mohammed Z.
    Wysocki, Jan
    Rademaker, Alfred
    Molitch, Mark E.
    Batlle, Daniel
    JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2022, 33 (11): : 910 - 910
  • [10] Microalbuminuria predicts silent myocardial ischaemia in type 2 diabetes patients
    Giampiero Giovacchini
    Mario Cappagli
    Stefano Carro
    Sandro Borrini
    Antonella Montepagani
    Rossella Leoncini
    Gianfranco Mazzotta
    Gianmario Sambuceti
    Giuliano Mariani
    Duccio Volterrani
    Michael J. Zellweger
    Andrea Ciarmiello
    European Journal of Nuclear Medicine and Molecular Imaging, 2013, 40 : 548 - 557