FINDRISC in Latin America: A systematic review of diagnosis and prognosis models
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Published version
Author(s)
Carrillo Larco, Rodrigo
Aparcana-Granda, Diego J
Mejia, Jhonatan R
Bernabe-Ortiz, Antonio
Type
Journal Article
Abstract
Aim: To assess whether the FINDRISC, a risk score fortype 2 diabetes mellitus (T2DM), has been externally validated in Latin America and the Caribbean (LAC). Methods:We conducted a systematic review following the CHARMS framework. Reports were included if they validated or re-estimated the FINDRISCin population-based samples, health facilities or administrative data. Reports were excluded if they only studiedpatients or at-risk individuals. The search was conducted in Medline, Embase, Global Health, Scopus and LILACS. Risk of bias was assessedwith the PROBAST tool. Results:From 1,582 titles and abstracts, 4 (N=7,502) reports were included for qualitatively summary. All reports were from South America; there were slightly more women and themean age rangedfrom 29.5 to 49.7 years. Undiagnosed T2DM prevalence ranged from 2.6% to 5.1%. None of the studies conducted an independent external validation of the FINDRISC; conversely, they used the same (or very similar) predictors to fit a new model.None of the studies reported calibration metrics. The area under the receiver operating curve was consistently above 65.0%. All studies had high risk of bias.Conclusion:There has not been any external validation of the FINDRISCmodelin LAC. Selected reportsre-estimated the FINDRISC, though they have several methodologicallimitations. There is a need for big data to develop -or improve-T2DM diagnostic and prognostic models in LAC. This could benefit T2DM screening and early diagnosis.
Date Issued
2020-04-22
Date Acceptance
2020-02-22
Citation
BMJ Open Diabetes Research and Care, 2020, 8 (1), pp.1-7
ISSN
2052-4897
Publisher
BMJ Publishing Group
Start Page
1
End Page
7
Journal / Book Title
BMJ Open Diabetes Research and Care
Volume
8
Issue
1
Copyright Statement
© Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/
This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/.
Sponsor
Wellcome Trust
Identifier
https://drc.bmj.com/content/8/1/e001169
Grant Number
214185/Z/18/Z
Subjects
FINDRISC
diagnostic models
low- and middle-income countries
prognostic models
type 2 diabetes mellitus
1103 Clinical Sciences
Publication Status
Published
Date Publish Online
2020-02-22