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Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial
The world diabetes population quadrupled between 1980 and 2014 to 422 million and the enormous impact of Type 2 diabetes is recognised by the recent creation of national Type 2 diabetes prevention programmes. There is uncertainty about how to correctly risk stratify people for entry into prevention...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5908912/ https://www.ncbi.nlm.nih.gov/pubmed/29674706 http://dx.doi.org/10.1038/s41598-018-24662-y |
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author | Sampson, Mike Elwell-Sutton, Tim Bachmann, Max O. Clark, Allan Dhatariya, Ketan K. Ferns, Clare Howe, Amanda John, W. Garry Rayman, Gerry Swafe, Leyla Turner, Jeremy Pascale, Melanie |
author_facet | Sampson, Mike Elwell-Sutton, Tim Bachmann, Max O. Clark, Allan Dhatariya, Ketan K. Ferns, Clare Howe, Amanda John, W. Garry Rayman, Gerry Swafe, Leyla Turner, Jeremy Pascale, Melanie |
author_sort | Sampson, Mike |
collection | PubMed |
description | The world diabetes population quadrupled between 1980 and 2014 to 422 million and the enormous impact of Type 2 diabetes is recognised by the recent creation of national Type 2 diabetes prevention programmes. There is uncertainty about how to correctly risk stratify people for entry into prevention programmes, how combinations of multiple ‘at high risk’ glycemic categories predict outcome, and how the large recently defined ‘at risk’ population based on an elevated glycosylated haemoglobin (HbA1c) should be managed. We identified all 141,973 people at highest risk of diabetes in our population, and screened 10,000 of these with paired fasting plasma glucose and HbA1c for randomisation into a very large Type 2 diabetes prevention trial. Baseline discordance rate between highest risk categories was 45.6%, and 21.3–37.0% of highest risk glycaemic categories regressed to normality between paired baseline measurements (median 40 days apart). Accurate risk stratification using both fasting plasma glucose and HbA1c data, the use of paired baseline data, and awareness of diagnostic imprecision at diagnostic thresholds would avoid substantial overestimation of the true risk of Type 2 diabetes and the potential benefits (or otherwise) of intervention, in high risk subjects entering prevention trials and programmes. |
format | Online Article Text |
id | pubmed-5908912 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-59089122018-04-30 Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial Sampson, Mike Elwell-Sutton, Tim Bachmann, Max O. Clark, Allan Dhatariya, Ketan K. Ferns, Clare Howe, Amanda John, W. Garry Rayman, Gerry Swafe, Leyla Turner, Jeremy Pascale, Melanie Sci Rep Article The world diabetes population quadrupled between 1980 and 2014 to 422 million and the enormous impact of Type 2 diabetes is recognised by the recent creation of national Type 2 diabetes prevention programmes. There is uncertainty about how to correctly risk stratify people for entry into prevention programmes, how combinations of multiple ‘at high risk’ glycemic categories predict outcome, and how the large recently defined ‘at risk’ population based on an elevated glycosylated haemoglobin (HbA1c) should be managed. We identified all 141,973 people at highest risk of diabetes in our population, and screened 10,000 of these with paired fasting plasma glucose and HbA1c for randomisation into a very large Type 2 diabetes prevention trial. Baseline discordance rate between highest risk categories was 45.6%, and 21.3–37.0% of highest risk glycaemic categories regressed to normality between paired baseline measurements (median 40 days apart). Accurate risk stratification using both fasting plasma glucose and HbA1c data, the use of paired baseline data, and awareness of diagnostic imprecision at diagnostic thresholds would avoid substantial overestimation of the true risk of Type 2 diabetes and the potential benefits (or otherwise) of intervention, in high risk subjects entering prevention trials and programmes. Nature Publishing Group UK 2018-04-19 /pmc/articles/PMC5908912/ /pubmed/29674706 http://dx.doi.org/10.1038/s41598-018-24662-y Text en © The Author(s) 2018 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sampson, Mike Elwell-Sutton, Tim Bachmann, Max O. Clark, Allan Dhatariya, Ketan K. Ferns, Clare Howe, Amanda John, W. Garry Rayman, Gerry Swafe, Leyla Turner, Jeremy Pascale, Melanie Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title | Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title_full | Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title_fullStr | Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title_full_unstemmed | Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title_short | Discordance in glycemic categories and regression to normality at baseline in 10,000 people in a Type 2 diabetes prevention trial |
title_sort | discordance in glycemic categories and regression to normality at baseline in 10,000 people in a type 2 diabetes prevention trial |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5908912/ https://www.ncbi.nlm.nih.gov/pubmed/29674706 http://dx.doi.org/10.1038/s41598-018-24662-y |
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