The accuracy of provider diagnosed diabetes type in youth compared to an etiologic criteria in the SEARCH for Diabetes in Youth Study.
diabetes autoantibodies
surveillance
type 1 diabetes
type 2 diabetes
validity
Journal
Pediatric diabetes
ISSN: 1399-5448
Titre abrégé: Pediatr Diabetes
Pays: Denmark
ID NLM: 100939345
Informations de publication
Date de publication:
12 2020
12 2020
Historique:
received:
29
06
2020
revised:
10
09
2020
accepted:
16
09
2020
pubmed:
28
9
2020
medline:
13
7
2021
entrez:
27
9
2020
Statut:
ppublish
Résumé
Although surveillance for diabetes in youth relies on provider-assigned diabetes type from medical records, its accuracy compared to an etiologic definition is unknown. Using the SEARCH for Diabetes in Youth Registry, we evaluated the validity and accuracy of provider-assigned diabetes type abstracted from medical records against etiologic criteria that included the presence of diabetes autoantibodies (DAA) and insulin sensitivity. Youth who were incident for diabetes in 2002-2006, 2008, or 2012 and had complete data on key analysis variables were included (n = 4001, 85% provider diagnosed type 1). The etiologic definition for type 1 diabetes was ≥1 positive DAA titer(s) or negative DAA titers in the presence of insulin sensitivity and for type 2 diabetes was negative DAA titers in the presence of insulin resistance. Provider diagnosed diabetes type correctly agreed with the etiologic definition of type for 89.9% of cases. Provider diagnosed type 1 diabetes was 96.9% sensitive, 82.8% specific, had a positive predictive value (PPV) of 97.0% and a negative predictive value (NPV) of 82.7%. Provider diagnosed type 2 diabetes was 82.8% sensitive, 96.9% specific, had a PPV and NPV of 82.7% and 97.0%, respectively. Provider diagnosis of diabetes type agreed with etiologic criteria for 90% of the cases. While the sensitivity and PPV were high for youth with type 1 diabetes, the lower sensitivity and PPV for type 2 diabetes highlights the value of DAA testing and assessment of insulin sensitivity status to ensure estimates are not biased by misclassification.
Sections du résumé
BACKGROUND
Although surveillance for diabetes in youth relies on provider-assigned diabetes type from medical records, its accuracy compared to an etiologic definition is unknown.
METHODS
Using the SEARCH for Diabetes in Youth Registry, we evaluated the validity and accuracy of provider-assigned diabetes type abstracted from medical records against etiologic criteria that included the presence of diabetes autoantibodies (DAA) and insulin sensitivity. Youth who were incident for diabetes in 2002-2006, 2008, or 2012 and had complete data on key analysis variables were included (n = 4001, 85% provider diagnosed type 1). The etiologic definition for type 1 diabetes was ≥1 positive DAA titer(s) or negative DAA titers in the presence of insulin sensitivity and for type 2 diabetes was negative DAA titers in the presence of insulin resistance.
RESULTS
Provider diagnosed diabetes type correctly agreed with the etiologic definition of type for 89.9% of cases. Provider diagnosed type 1 diabetes was 96.9% sensitive, 82.8% specific, had a positive predictive value (PPV) of 97.0% and a negative predictive value (NPV) of 82.7%. Provider diagnosed type 2 diabetes was 82.8% sensitive, 96.9% specific, had a PPV and NPV of 82.7% and 97.0%, respectively.
CONCLUSION
Provider diagnosis of diabetes type agreed with etiologic criteria for 90% of the cases. While the sensitivity and PPV were high for youth with type 1 diabetes, the lower sensitivity and PPV for type 2 diabetes highlights the value of DAA testing and assessment of insulin sensitivity status to ensure estimates are not biased by misclassification.
Identifiants
pubmed: 32981196
doi: 10.1111/pedi.13126
pmc: PMC7819667
mid: NIHMS1658460
doi:
Types de publication
Comparative Study
Journal Article
Multicenter Study
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
1403-1411Subventions
Organisme : NCCDPHP CDC HHS
ID : U18 DP006134
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000154
Pays : United States
Organisme : CDC HHS
ID : U48/CCU819241-3
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000244
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000062
Pays : United States
Organisme : ACL HHS
ID : U18DP006134
Pays : United States
Organisme : CDC HHS
ID : PA 00097
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001425
Pays : United States
Organisme : CDC HHS
ID : U18DP006139
Pays : United States
Organisme : CDC HHS
ID : U18DP006138
Pays : United States
Organisme : CDC HHS
ID : U48/CCU519239
Pays : United States
Organisme : NIDDK NIH HHS
ID : 1UC4DK108173
Pays : United States
Organisme : NIDDK NIH HHS
ID : P30 DK057516
Pays : United States
Organisme : ACL HHS
ID : U18DP006139
Pays : United States
Organisme : NIDDK NIH HHS
ID : UC4 DK108173
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000247
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006131
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002710
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR00423
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006138
Pays : United States
Organisme : CDC HHS
ID : 200-2010-35 171
Pays : United States
Organisme : CDC HHS
ID : U48/CCU919219
Pays : United States
Organisme : ACL HHS
ID : U18DP006138
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002714
Pays : United States
Organisme : CDC HHS
ID : U18DP006134
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 Tr001450
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000248
Pays : United States
Organisme : CDC HHS
ID : U18DP002714
Pays : United States
Organisme : CDC HHS
ID : U48/CCU419249
Pays : United States
Organisme : CDC HHS
ID : 1U18DP002709
Pays : United States
Organisme : CDC HHS
ID : U58/CCU019235-4
Pays : United States
Organisme : CDC HHS
ID : U18DP002710-01
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006136
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002709
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006133
Pays : United States
Organisme : CDC HHS
ID : U18DP006136
Pays : United States
Organisme : ACL HHS
ID : U18DP006131
Pays : United States
Organisme : CDC HHS
ID : DP-10-001
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP006139
Pays : United States
Organisme : CDC HHS
ID : U18DP006133
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000077
Pays : United States
Organisme : CDC HHS
ID : DP-05-069
Pays : United States
Organisme : NIDDK NIH HHS
ID : R01 DK127208
Pays : United States
Organisme : CDC HHS
ID : 1U18DP006131
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000423
Pays : United States
Organisme : ACL HHS
ID : U18DP006136
Pays : United States
Organisme : CDC HHS
ID : U18DP000247-06A1
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000250
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000246
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U01 DP000254
Pays : United States
Organisme : ACL HHS
ID : U18DP006133
Pays : United States
Organisme : NCCDPHP CDC HHS
ID : U18 DP002708
Pays : United States
Organisme : HSRD VA
ID : HIR 10-001
Pays : United States
Organisme : CDC HHS
ID : U18DP002708
Pays : United States
Informations de copyright
© 2020 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.
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