Evidence map›Paper›PMID 32816870›Full record

ArticleBMJ open diabetes research & care2020

Performance and costs of multiple screening strategies for type 2 diabetes: two population-based studies in Shanghai, China.

Yanyun Li, Huiru Jiang, Minna Cheng, Weiyuan Yao, Hua Zhang, Yan Shi, Wanghong Xu

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Assessing the Effectiveness of Type 2 Diabetes Screening in the Republic of Uzbekistan.International journal of endocrinology and metabolism · 2022
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Yanyun Li *Shanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
Huiru Jiang *School of Public Health, Fudan University, Shanghai, China.
Minna ChengShanghai Municipal Center for Disease Control and Prevention, Shanghai, China.
Weiyuan YaoSchool of Public Health, Fudan University, Shanghai, China.
Hua ZhangSchool of Public Health, Fudan University, Shanghai, China.
Yan ShiShanghai Municipal Center for Disease Control and Prevention, Shanghai, China wanghong.xu@fudan.edu.cn shiyan@scdc.sh.cn.
Wanghong XuSchool of Public Health, Fudan University, Shanghai, China wanghong.xu@fudan.edu.cn shiyan@scdc.sh.cn.ORCID 0000-0003-2045-2218

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Diabetes Mellitus, Type 2AdultBlood GlucoseChinaGlucose Tolerance TestGlycated HemoglobinHumansBlood GlucoseGlycated Hemoglobindiabetes mellitus, type 2early diagnosisglucose tolerance testrisk assessment

Identifiers

PMID32816870
PMCPMC7437878

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.