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A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History
OBJECTIVE: We 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 METHODS: Diabetes Prevention Trial–Type 1 (DPT-1) and TrialNet Natural History Study (TNNHS) participan...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Diabetes Association
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302258/ https://www.ncbi.nlm.nih.gov/pubmed/25519451 http://dx.doi.org/10.2337/dc14-1813 |
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author | Sosenko, Jay M. Skyler, Jay S. DiMeglio, Linda A. Beam, Craig A. Krischer, Jeffrey P. Greenbaum, Carla J. Boulware, David Rafkin, Lisa E. Matheson, Della Herold, Kevan C. Mahon, Jeffrey Palmer, Jerry P. |
author_facet | Sosenko, Jay M. Skyler, Jay S. DiMeglio, Linda A. Beam, Craig A. Krischer, Jeffrey P. Greenbaum, Carla J. Boulware, David Rafkin, Lisa E. Matheson, Della Herold, Kevan C. Mahon, Jeffrey Palmer, Jerry P. |
author_sort | Sosenko, Jay M. |
collection | PubMed |
description | OBJECTIVE: We 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 METHODS: Diabetes 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. RESULTS: Areas 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. CONCLUSIONS: An approach based on prediction and natural history appears to have utility for diagnosing T1D. |
format | Online Article Text |
id | pubmed-4302258 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | American Diabetes Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-43022582016-01-31 A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History Sosenko, Jay M. Skyler, Jay S. DiMeglio, Linda A. Beam, Craig A. Krischer, Jeffrey P. Greenbaum, Carla J. Boulware, David Rafkin, Lisa E. Matheson, Della Herold, Kevan C. Mahon, Jeffrey Palmer, Jerry P. Diabetes Care Epidemiology/Health Services Research OBJECTIVE: We 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 METHODS: Diabetes 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. RESULTS: Areas 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. CONCLUSIONS: An approach based on prediction and natural history appears to have utility for diagnosing T1D. American Diabetes Association 2015-02 2014-12-17 /pmc/articles/PMC4302258/ /pubmed/25519451 http://dx.doi.org/10.2337/dc14-1813 Text en © 2015 by the American Diabetes Association. Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. |
spellingShingle | Epidemiology/Health Services Research Sosenko, Jay M. Skyler, Jay S. DiMeglio, Linda A. Beam, Craig A. Krischer, Jeffrey P. Greenbaum, Carla J. Boulware, David Rafkin, Lisa E. Matheson, Della Herold, Kevan C. Mahon, Jeffrey Palmer, Jerry P. A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title | A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title_full | A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title_fullStr | A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title_full_unstemmed | A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title_short | A New Approach for Diagnosing Type 1 Diabetes in Autoantibody-Positive Individuals Based on Prediction and Natural History |
title_sort | new approach for diagnosing type 1 diabetes in autoantibody-positive individuals based on prediction and natural history |
topic | Epidemiology/Health Services Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4302258/ https://www.ncbi.nlm.nih.gov/pubmed/25519451 http://dx.doi.org/10.2337/dc14-1813 |
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