A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History

被引:68
|
作者
Sosenko, Jay M. [1 ]
Skyler, Jay S. [1 ]
DiMeglio, Linda A. [2 ]
Beam, Craig A. [3 ]
Krischer, Jeffrey P. [4 ]
Greenbaum, Carla J. [5 ]
Boulware, David [4 ]
Rafkin, Lisa E. [1 ]
Matheson, Della [1 ]
Herold, Kevan C. [6 ]
Mahon, Jeffrey [7 ]
Palmer, Jerry P. [8 ]
机构
[1] Univ Miami, Div Endocrinol, Miami, FL 33132 USA
[2] Indiana Univ, Sect Pediat Endocrinol Diabetol, Indianapolis, IN 46204 USA
[3] Western Michigan Univ, Sch Med, Div Epidemiol & Biostat, Kalamazoo, MI 49008 USA
[4] Univ S Florida, Div Informat & Biostat, Tampa, FL USA
[5] Benaroya Res Inst Virginia Mason, Seattle, WA USA
[6] Yale Univ, Sch Med, Dept Immunobiol, New Haven, CT USA
[7] Univ Western Ontario, Dept Epidemiol & Biostat, London, ON, Canada
[8] Univ Washington, VA Puget Sound Hlth Care Syst, Div Endocrinol Metab & Nutr, Seattle, WA 98195 USA
基金
美国国家卫生研究院;
关键词
IMPAIRED GLUCOSE-TOLERANCE; 1 RISK SCORE; INSULIN-RESISTANCE; PROGRESSION; PUBERTY;
D O I
10.2337/dc14-1813
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
OBJECTIVEWe assessed whether type 1 diabetes (T1D) can be diagnosed earlier using a new approach based on prediction and natural history in autoantibody-positive individuals.RESEARCH DESIGN AND METHODSDiabetes Prevention Trial-Type 1 (DPT-1) and TrialNet Natural History Study (TNNHS) participants were studied. A metabolic index, the T1D Diagnostic Index60 (Index60), was developed from 2-h oral glucose tolerance tests (OGTTs) using the log fasting C-peptide, 60-min C-peptide, and 60-min glucose. OGTTs with Index60 2.00 and 2-h glucose <200 mg/dL (Ind60+Only) were compared with Index60 <2.00 and 2-h glucose 200 mg/dL (2hglu+Only) OGTTs as criteria for T1D. Individuals were assessed for C-peptide loss from the first Ind60+Only OGTT to diagnosis.RESULTSAreas under receiver operating characteristic curves were significantly higher for Index60 than for the 2-h glucose (P < 0.001 for both DPT-1 and the TNNHS). As a diagnostic criterion, sensitivity was higher for Ind60+Only than for 2hglu+Only (0.44 vs. 0.15 in DPT-1; 0.26 vs. 0.17 in the TNNHS) OGTTs. Specificity was somewhat higher for 2hglu+Only OGTTs in DPT-1 (0.97 vs. 0.91) but equivalent in the TNNHS (0.98 for both). Positive and negative predictive values were higher for Ind60+Only OGTTs in both studies. Postchallenge C-peptide levels declined significantly at each OGTT time point from the first Ind60+Only OGTT to the time of standard diagnosis (range -22 to -34% in DPT-1 and -14 to -27% in the TNNHS). C-peptide and glucose patterns differed markedly between Ind60+Only and 2hglu+Only OGTTs.CONCLUSIONSAn approach based on prediction and natural history appears to have utility for diagnosing T1D.
引用
收藏
页码:271 / 276
页数:6
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