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Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China
INTRODUCTION: To compare the performance and the costs of various assumed screening strategies for type 2 diabetes mellitus (T2DM) among Chinese adults, and identify an optimal one for the population. RESEARCH DESIGN AND METHODS: Two multistage-sampling surveys were conducted in Shanghai, China, in...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437878/ https://www.ncbi.nlm.nih.gov/pubmed/32816870 http://dx.doi.org/10.1136/bmjdrc-2020-001569 |
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author | Li, Yanyun Jiang, Huiru Cheng, Minna Yao, Weiyuan Zhang, Hua Shi, Yan Xu, Wanghong |
author_facet | Li, Yanyun Jiang, Huiru Cheng, Minna Yao, Weiyuan Zhang, Hua Shi, Yan Xu, Wanghong |
author_sort | Li, Yanyun |
collection | PubMed |
description | INTRODUCTION: To compare the performance and the costs of various assumed screening strategies for type 2 diabetes mellitus (T2DM) among Chinese adults, and identify an optimal one for the population. RESEARCH DESIGN AND METHODS: Two multistage-sampling surveys were conducted in Shanghai, China, in 2009 and 2017. All participants were interviewed, had anthropometry, measured fasting plasma glucose (FPG), hemoglobin A1c (A1c) and/or postprandial glucose. The 1999 WHO diagnostic criteria was used to identify undiagnosed T2DM. A previously developed Chinese risk assessment system and a specific risk assessment system developed in this study were applied to calculate diabetes risk score (DRS) 1 and 2. Optimal screening strategies were selected based on the sensitivity, Youden index and the costs using the 2009 survey data as the training set and the 2017 survey data as the validation set. A twofold cross-validation was also performed. RESULTS: Of numerous assumed strategies, FPG ≥5.6 mmol/L alone performed well (Youden index of 71.8%) and cost least (US$18.4 for each case detected), followed by the strategy of DRS2 ≥8 combining with FPG ≥5.6 mmol/L (Youden index of 71.7% and US$20.2 per case detected) and the strategy of DRS1 ≥17 combining with FPG ≥5.6 mmol/L (Youden index of 72.0% and US$21.6 per case detected). However, FPG alone resulted in more subjects requiring oral glucose tolerance test (OGTT) than did combining with DRS. The strategy of FPG ≥5.6 mmol/L combining with A1c ≥4.7% achieved a Youden index of 72.1%, but had a cost as high as US$48.8 for each case identified. Twofold cross-validation also supported the use of FPG alone, but with an optimal cut-off of 6.1 mmol/L. CONCLUSIONS: Our results support the use of FPG alone in T2DM screening in Chinese adults. DRS may be used combining with FPG in populations with available electronic health records to reduce the number of OGTT and save costs of screening. |
format | Online Article Text |
id | pubmed-7437878 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-74378782020-08-24 Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China Li, Yanyun Jiang, Huiru Cheng, Minna Yao, Weiyuan Zhang, Hua Shi, Yan Xu, Wanghong BMJ Open Diabetes Res Care Epidemiology/Health services research INTRODUCTION: To compare the performance and the costs of various assumed screening strategies for type 2 diabetes mellitus (T2DM) among Chinese adults, and identify an optimal one for the population. RESEARCH DESIGN AND METHODS: Two multistage-sampling surveys were conducted in Shanghai, China, in 2009 and 2017. All participants were interviewed, had anthropometry, measured fasting plasma glucose (FPG), hemoglobin A1c (A1c) and/or postprandial glucose. The 1999 WHO diagnostic criteria was used to identify undiagnosed T2DM. A previously developed Chinese risk assessment system and a specific risk assessment system developed in this study were applied to calculate diabetes risk score (DRS) 1 and 2. Optimal screening strategies were selected based on the sensitivity, Youden index and the costs using the 2009 survey data as the training set and the 2017 survey data as the validation set. A twofold cross-validation was also performed. RESULTS: Of numerous assumed strategies, FPG ≥5.6 mmol/L alone performed well (Youden index of 71.8%) and cost least (US$18.4 for each case detected), followed by the strategy of DRS2 ≥8 combining with FPG ≥5.6 mmol/L (Youden index of 71.7% and US$20.2 per case detected) and the strategy of DRS1 ≥17 combining with FPG ≥5.6 mmol/L (Youden index of 72.0% and US$21.6 per case detected). However, FPG alone resulted in more subjects requiring oral glucose tolerance test (OGTT) than did combining with DRS. The strategy of FPG ≥5.6 mmol/L combining with A1c ≥4.7% achieved a Youden index of 72.1%, but had a cost as high as US$48.8 for each case identified. Twofold cross-validation also supported the use of FPG alone, but with an optimal cut-off of 6.1 mmol/L. CONCLUSIONS: Our results support the use of FPG alone in T2DM screening in Chinese adults. DRS may be used combining with FPG in populations with available electronic health records to reduce the number of OGTT and save costs of screening. BMJ Publishing Group 2020-08-17 /pmc/articles/PMC7437878/ /pubmed/32816870 http://dx.doi.org/10.1136/bmjdrc-2020-001569 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. http://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Epidemiology/Health services research Li, Yanyun Jiang, Huiru Cheng, Minna Yao, Weiyuan Zhang, Hua Shi, Yan Xu, Wanghong Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title | Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title_full | Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title_fullStr | Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title_full_unstemmed | Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title_short | Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China |
title_sort | performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in shanghai, china |
topic | Epidemiology/Health services research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7437878/ https://www.ncbi.nlm.nih.gov/pubmed/32816870 http://dx.doi.org/10.1136/bmjdrc-2020-001569 |
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