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Impact of deprivation, ethnicity, and insulin pump therapy on developmental trajectories of diabetes control in COB type 1 diabetes
Author(s) -
Viner Russell M.,
White Billy,
Amin Rakesh,
Peters Catherine,
Khanolkar Amal,
Christie Deborah,
Hindmarsh Peter C.
Publication year - 2017
Publication title -
pediatric diabetes
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.678
H-Index - 75
eISSN - 1399-5448
pISSN - 1399-543X
DOI - 10.1111/pedi.12407
Subject(s) - medicine , ethnic group , diabetes mellitus , type 1 diabetes , confidence interval , insulin pump , insulin , demography , type 2 diabetes , metabolic control analysis , pediatrics , endocrinology , sociology , anthropology
Background There is marked variation in diabetes outcomes for children and adolescents across the UK . We used modelling techniques to examine the independent contributions of deprivation, ethnicity, insulin pump use, and health service use on HbA 1c trajectories across adolescence. Methods Prospective data from a large UK Paediatric & Adolescent Diabetes Service on subjects with type 1 diabetes ( T1D ) aged 9‐17 years from January 2008 to December 2013: 2560 HbA 1c datapoints were available on 384 patients [193 (50.4%) female]. Sequential multilevel growth models assessed the effects of sex, duration of diabetes, deprivation, ethnicity, insulin pump use, and health service use on HbA 1c . Growth mixture models were used to identify discrete HbA 1c trajectories across adolescence. Results Mean clinic HbA 1c decreased from 2008 to 2013 by 0.122% (95% confidence interval: 0.034, 0.210; P = .007) per year. The optimal multilevel growth model showed mean HbA 1c increased with age ( B = 0.414, P < .0001), and that mean HbA 1c was predicted by white/British ethnicity ( B = −0.748, P = .004), clinic visits ( B = 0.041, P = .04), and pump use ( B = −0.568, P < .0001) but not deprivation. The optimal mixture model was a four trajectory group solution, with 45.1% in Good Control, 39.6% with Deteriorating Control, 6.5% with Rapidly Deteriorating Control, and 8.8% in Poor Control across adolescence. Only pump use predicted trajectory group membership, being protective against membership of all other trajectories compared with Good Control. Conclusions Increasing uptake of insulin pumps and ensuring access to health services are likely to be the most effective means of reducing inequalities in outcomes of T1D in children and young people.