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.
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机构:
Univ Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USAUniv Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
Patton, Susana R.
[1
]
Feldman, Keith
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Mercy Hosp & Clin, Div Hlth Outcomes & Hlth Serv Res, Kansas City, MO USAUniv Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
Feldman, Keith
[2
]
Majidi, Shideh
论文数: 0引用数: 0
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机构:
Univ Colorado, Barbara Davis Ctr Childhood Diabet, Anschatz Med Campus, Aurora, CO USAUniv Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
Majidi, Shideh
[3
]
Noser, Amy
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kansas, Clin Child Psychol Program, Lawrence, KS 66045 USAUniv Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
Noser, Amy
[4
]
Clements, Mark A.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Mercy Hosp & Clin, Div Endocrinol, Kansas City, MO USAUniv Kansas, Med Ctr, Dept Pediat, Kansas City, KS 66103 USA
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
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.
机构:
Univ Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Bower, Peter
;
Brueton, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
UCL, MRC, Clin Trials Unit, London WC2B 6NH, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Brueton, Valerie
;
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Gamble, Carrol
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Treweek, Shaun
;
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Smith, Catrin Tudur
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Young, Bridget
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, North West Hub Trials Methodol Res, Liverpool L69 3GA, Merseyside, England
Univ Liverpool, Dept Psychol Sci, Liverpool L69 3GA, Merseyside, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Young, Bridget
;
Williamson, Paula
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, North West Hub Trials Methodol Res, Liverpool L69 3GA, Merseyside, England
Univ Liverpool, Dept Biostat, Liverpool L69 3GA, Merseyside, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
机构:
Inst Invest Biomed August Pi i Sunyer IDIBAPS, Barcelona, Spain
Ctr Invest Biomed Red Diabet & Enfermedades Metab, Barcelona 08036, SpainInst Invest Biomed August Pi i Sunyer IDIBAPS, Barcelona, Spain
机构:
Amer Diabet Assoc, Alexandria, VA 22311 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Chiang, Jane L.
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Kirkman, M. Sue
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Med, Chapel Hill, NC USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Kirkman, M. Sue
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Laffel, Lori M. B.
论文数: 0引用数: 0
h-index: 0
机构:
Joslin Diabet Ctr, Pediat Adolescent & Young Adult Sect, Boston, MA 02215 USA
Harvard Univ, Sch Med, Dept Pediat, Boston, MA 02115 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Laffel, Lori M. B.
;
Peters, Anne L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Keck Sch Med, Dept Endocrinol, Los Angeles, CA 90033 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
机构:
Childrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Univ Missouri, Dept Pediat, Kansas City, MO 64110 USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Clements, Mark A.
;
Schwandt, Anke
论文数: 0引用数: 0
h-index: 0
机构:
Ulm Univ, Inst Epidemiol & Med Biometry, ZIBMT, Ulm, Germany
German Ctr Diabet Res DZD, Munich, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Schwandt, Anke
;
Donaghue, Kim C.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Westmead, Inst Endocrinol & Diabet, Sydney, NSW, Australia
Univ Sydney, Sydney, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Donaghue, Kim C.
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Miller, Kellee
论文数: 0引用数: 0
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机构:
Jaeb Ctr Hlth Res, Tampa, FL USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Miller, Kellee
;
Lueck, Ursula
论文数: 0引用数: 0
h-index: 0
机构:
Univ St Polten, Med Ctr, St Polten, AustriaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Lueck, Ursula
;
Couper, Jennifer J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Womens & Childrens Hosp, Adelaide, SA, Australia
Univ Adelaide, Robinson Res Inst, Adelaide, SA, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Couper, Jennifer J.
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Foster, Nicole
论文数: 0引用数: 0
h-index: 0
机构:
Jaeb Ctr Hlth Res, Tampa, FL USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Foster, Nicole
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Schroeder, Carmen
论文数: 0引用数: 0
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机构:
Ernst Moritz Arndt Univ Greifswald, Dept Pediat, Greifswald, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Schroeder, Carmen
;
Phelan, Helen
论文数: 0引用数: 0
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机构:
John Hunter Childrens Hosp, Newcastle, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Phelan, Helen
;
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Maahs, David
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Prinz, Nicole
论文数: 0引用数: 0
h-index: 0
机构:
Ulm Univ, Inst Epidemiol & Med Biometry, ZIBMT, Ulm, Germany
German Ctr Diabet Res DZD, Munich, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Prinz, Nicole
;
Craig, Maria E.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Westmead, Inst Endocrinol & Diabet, Sydney, NSW, Australia
Univ Sydney, Sydney, NSW, Australia
Univ New South Wales, Sydney, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
机构:
Univ Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Driscoll, Kimberly A.
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Raymond, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Raymond, Jennifer
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Naranjo, Diana
论文数: 0引用数: 0
h-index: 0
机构:
Lucile Packard Childrens Hosp, Div Child & Adolescent Psychiat & Child Dev, Dept Psychiat & Behav Sci, 401 Quarry Rd, Stanford, CA 94305 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Naranjo, Diana
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Patton, Susana R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kansas, Med Ctr, Dept Pediat, 3901 Rainbow Blvd,MS 4004, Kansas City, KS 66160 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
机构:
Univ Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Bower, Peter
;
Brueton, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
UCL, MRC, Clin Trials Unit, London WC2B 6NH, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Brueton, Valerie
;
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Gamble, Carrol
;
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Treweek, Shaun
;
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Smith, Catrin Tudur
;
Young, Bridget
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, North West Hub Trials Methodol Res, Liverpool L69 3GA, Merseyside, England
Univ Liverpool, Dept Psychol Sci, Liverpool L69 3GA, Merseyside, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
Young, Bridget
;
Williamson, Paula
论文数: 0引用数: 0
h-index: 0
机构:
Univ Liverpool, North West Hub Trials Methodol Res, Liverpool L69 3GA, Merseyside, England
Univ Liverpool, Dept Biostat, Liverpool L69 3GA, Merseyside, EnglandUniv Manchester, North West Hub Trials Methodol Res, Sch Primary Care Res, Natl Inst Hlth Res, Manchester M13 9PL, Lancs, England
机构:
Inst Invest Biomed August Pi i Sunyer IDIBAPS, Barcelona, Spain
Ctr Invest Biomed Red Diabet & Enfermedades Metab, Barcelona 08036, SpainInst Invest Biomed August Pi i Sunyer IDIBAPS, Barcelona, Spain
机构:
Amer Diabet Assoc, Alexandria, VA 22311 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Chiang, Jane L.
;
Kirkman, M. Sue
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Med, Chapel Hill, NC USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Kirkman, M. Sue
;
Laffel, Lori M. B.
论文数: 0引用数: 0
h-index: 0
机构:
Joslin Diabet Ctr, Pediat Adolescent & Young Adult Sect, Boston, MA 02215 USA
Harvard Univ, Sch Med, Dept Pediat, Boston, MA 02115 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
Laffel, Lori M. B.
;
Peters, Anne L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Keck Sch Med, Dept Endocrinol, Los Angeles, CA 90033 USAAmer Diabet Assoc, Alexandria, VA 22311 USA
机构:
Childrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Univ Missouri, Dept Pediat, Kansas City, MO 64110 USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Clements, Mark A.
;
Schwandt, Anke
论文数: 0引用数: 0
h-index: 0
机构:
Ulm Univ, Inst Epidemiol & Med Biometry, ZIBMT, Ulm, Germany
German Ctr Diabet Res DZD, Munich, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Schwandt, Anke
;
Donaghue, Kim C.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Westmead, Inst Endocrinol & Diabet, Sydney, NSW, Australia
Univ Sydney, Sydney, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Donaghue, Kim C.
;
Miller, Kellee
论文数: 0引用数: 0
h-index: 0
机构:
Jaeb Ctr Hlth Res, Tampa, FL USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Miller, Kellee
;
Lueck, Ursula
论文数: 0引用数: 0
h-index: 0
机构:
Univ St Polten, Med Ctr, St Polten, AustriaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Lueck, Ursula
;
Couper, Jennifer J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Adelaide, Womens & Childrens Hosp, Adelaide, SA, Australia
Univ Adelaide, Robinson Res Inst, Adelaide, SA, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Couper, Jennifer J.
;
Foster, Nicole
论文数: 0引用数: 0
h-index: 0
机构:
Jaeb Ctr Hlth Res, Tampa, FL USAChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Foster, Nicole
;
Schroeder, Carmen
论文数: 0引用数: 0
h-index: 0
机构:
Ernst Moritz Arndt Univ Greifswald, Dept Pediat, Greifswald, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Schroeder, Carmen
;
Phelan, Helen
论文数: 0引用数: 0
h-index: 0
机构:
John Hunter Childrens Hosp, Newcastle, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Phelan, Helen
;
论文数: 引用数:
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机构:
Maahs, David
;
Prinz, Nicole
论文数: 0引用数: 0
h-index: 0
机构:
Ulm Univ, Inst Epidemiol & Med Biometry, ZIBMT, Ulm, Germany
German Ctr Diabet Res DZD, Munich, GermanyChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
Prinz, Nicole
;
Craig, Maria E.
论文数: 0引用数: 0
h-index: 0
机构:
Childrens Hosp Westmead, Inst Endocrinol & Diabet, Sydney, NSW, Australia
Univ Sydney, Sydney, NSW, Australia
Univ New South Wales, Sydney, NSW, AustraliaChildrens Mercy Hosp, Dept Pediat, Div Endocrinol & Diabet, Kansas City, MO 64108 USA
机构:
Univ Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Driscoll, Kimberly A.
;
Raymond, Jennifer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Raymond, Jennifer
;
Naranjo, Diana
论文数: 0引用数: 0
h-index: 0
机构:
Lucile Packard Childrens Hosp, Div Child & Adolescent Psychiat & Child Dev, Dept Psychiat & Behav Sci, 401 Quarry Rd, Stanford, CA 94305 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA
Naranjo, Diana
;
Patton, Susana R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kansas, Med Ctr, Dept Pediat, 3901 Rainbow Blvd,MS 4004, Kansas City, KS 66160 USAUniv Colorado, Sch Med, Barbara Davis Ctr Diabet, Dept Pediat, 1775 Aurora Ct, Aurora, CO 80045 USA