ArticleBMJ open diabetes research & care2020
Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China.
Article in BMJ open diabetes research & care, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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5 citing papers in PubMed.
- Low BMI predicts mortality in T2DM older adults: cholesterol parameters demonstrate negative mediation.Diabetology & metabolic syndrome · 2026Article
- Increased mortality risk with lower versus higher BMI in older adults with T2DM: a Shanghai diabetes management cohort study.BMC geriatrics · 2026Article
- Prevalence trends and disease burden of diabetes and prediabetes in Chinese adults of Shanghai.Journal of diabetes · 2023Article
- Assessing the Effectiveness of Type 2 Diabetes Screening in the Republic of Uzbekistan.International journal of endocrinology and metabolism · 2022Article
- Dynamic changes in metabolic health status in Chinese adults: Multiple population-based surveys in Shanghai, China.Journal of diabetes investigation · 2021Article
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Abstract
introductionTo 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
methodsTwo 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.
resultsOf 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.
conclusionsOur 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.
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