Identifying HbA1c trajectories and modifiable risk factors of trajectories in 5-to 9-year-olds with recent-onset type 1 diabetes from the United States

被引:7
作者
Patton, Susana R. [1 ]
Feldman, Keith [2 ]
Majidi, Shideh [3 ]
Noser, Amy [4 ]
Clements, Mark A. [5 ]
机构
[1] Univ Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
[2] Childrens Mercy Hosp & Clin, Div Hlth Outcomes & Hlth Serv Res, Kansas City, MO USA
[3] Univ Colorado, Barbara Davis Ctr Childhood Diabet, Anschatz Med Campus, Aurora, CO USA
[4] Univ Kansas, Clin Child Psychol Program, Lawrence, KS 66045 USA
[5] Childrens Mercy Hosp & Clin, Div Endocrinol, Kansas City, MO USA
基金
美国国家卫生研究院;
关键词
children and adolescents; education; psychological aspects; self-management; OUTCOMES; CHILDREN;
D O I
10.1111/dme.14637
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objective To explore glycated haemoglobin (HbA1c) patterns in 5- to 9-year-olds in the recent-onset period of type 1 diabetes and identify parent psychosocial factors that may predict children's HbA1c trajectory using a prospective, longitudinal design. Research design and methods We measured family demographics and parent psychosocial factors at baseline. We collected HbA1c levels from children every 3 months for up to 30 months. Deriving several features around HbA1c trends, we used k-means clustering to group trajectories and linear and logistic regressions to identify parent psychosocial predictors of children's HbA1c trajectories. Results The final cohort included 106 families (48 boys, mean child age 7.50 +/- 1.35 years and mean diabetes duration 4.71 +/- 3.19 months). We identified four unique HbA1c trajectories in children: high increasing, high stable, intermediate increasing and low stable. Compared to a low stable trajectory, increasing parent-reported hypoglycaemia fear total score was associated with decreased odds of having a high stable or intermediate increasing trajectory. Increasing parent-reported diabetes-specific family conflict total score was associated with increased odds of having a high stable or intermediate increasing trajectory. Conclusions We are the first to identify distinct HbA1c trajectories in 5- to 9-year-olds with recent-onset type 1 diabetes as well as parent psychosocial factors that may predict high stable or increasing trajectories and could represent future treatment targets.
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页数:10
相关论文
共 31 条
[1]   'The honeymoon phase' in children with type 1 diabetes mellitus: frequency, duration, and influential factors [J].
Abdul-Rasoul, M ;
Habib, H ;
Al-Khouly, M .
PEDIATRIC DIABETES, 2006, 7 (02) :101-107
[2]  
[Anonymous], 2016, DIABETES CARE, V39, pS1, DOI [10.2337/dc16-S001, 10.2337/dc19-SINT01, 10.2337/dc19-Sint01, 10.2337/dc20-SINT, 10.2337/dc20-Sint]
[3]   Interventions to improve recruitment and retention in clinical trials: a survey and workshop to assess current practice and future priorities [J].
Bower, Peter ;
Brueton, Valerie ;
Gamble, Carrol ;
Treweek, Shaun ;
Smith, Catrin Tudur ;
Young, Bridget ;
Williamson, Paula .
TRIALS, 2014, 15
[4]   Clinical outcomes in youth beyond the first year of type 1 diabetes: Results of the Pediatric Diabetes Consortium (PDC) type 1 diabetes new onset (NeOn) study [J].
Cengiz, Eda ;
Cheng, Peiyao ;
Ruedy, Katrina J. ;
Kollman, Craig ;
Tamborlane, William V. ;
Klingensmith, Georgeanna J. ;
Gal, Robin L. ;
Silverstein, Janet ;
Lee, Joyce ;
Redondo, Maria J. ;
Beck, Roy W. .
PEDIATRIC DIABETES, 2017, 18 (07) :566-573
[5]   The emerging challenge in diabetes: The "metabolic memory" [J].
Ceriello, Antonio .
VASCULAR PHARMACOLOGY, 2012, 57 (5-6) :133-138
[6]   Type 1 Diabetes Through the Life Span: A Position Statement of the American Diabetes Association [J].
Chiang, Jane L. ;
Kirkman, M. Sue ;
Laffel, Lori M. B. ;
Peters, Anne L. .
DIABETES CARE, 2014, 37 (07) :2034-2054
[7]   Five heterogeneous HbA1c trajectories from childhood to adulthood in youth with type 1 diabetes from three different continents: A group-based modeling approach [J].
Clements, Mark A. ;
Schwandt, Anke ;
Donaghue, Kim C. ;
Miller, Kellee ;
Lueck, Ursula ;
Couper, Jennifer J. ;
Foster, Nicole ;
Schroeder, Carmen ;
Phelan, Helen ;
Maahs, David ;
Prinz, Nicole ;
Craig, Maria E. .
PEDIATRIC DIABETES, 2019, 20 (07) :920-931
[8]   Fear of Hypoglycemia in Children and Adolescents and Their Parents with Type 1 Diabetes [J].
Driscoll, Kimberly A. ;
Raymond, Jennifer ;
Naranjo, Diana ;
Patton, Susana R. .
CURRENT DIABETES REPORTS, 2016, 16 (08)
[9]   The reign of the p-value is over: what alternative analyses could we employ to fill the power vacuum? [J].
Halsey, Lewis G. .
BIOLOGY LETTERS, 2019, 15 (05)
[10]   Cluster-wise assessment of cluster stability [J].
Hennig, Christian .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 52 (01) :258-271