1
|
Shulman R, Zenlea I, Ivers N, Austin PC, Li P, Clarson C, Landry A, Harrington J, Mukerji G, Palmert MR, Parsons J, Punthakee Z, Shah BR. An audit and feedback-based intervention to improve diabetes management in the year after transfer to adult type 1 diabetes care: A multi-center quasi-experimental study. Diabet Med 2025; 42:e15444. [PMID: 39473047 PMCID: PMC11635587 DOI: 10.1111/dme.15444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Revised: 09/12/2024] [Accepted: 09/19/2024] [Indexed: 12/13/2024]
Abstract
AIM To test whether an audit and feedback-based intervention improved HbA1c 12 months after transfer to type 1 diabetes adult care. METHODS Multi-centre, quasi-experimental pre-post study of an AF-based intervention targeting paediatric diabetes teams, which encouraged the implementation of an evidence-informed structured transition process at five paediatric diabetes centres in Ontario, Canada. Participants entered the study at their final paediatric visit. A parallel control cohort was ascertained using population-based administrative datasets. The primary outcome was HbA1c 12 months after transfer. The main exposure was the study period: pre-implementation (June 2018-May 2019); early-implementation (June 2019-September 2020); and late-implementation (October 2020-September 2021). Multivariable linear regression models were fit separately in each cohort. RESULTS There were 449 and 2844 individuals in the intervention and control cohorts, respectively. Twelve months after transfer, participants in the late-implementation intervention cohort had an HbA1c that was, on average, 0.41% lower than participants in the pre-implementation period (p = 0.016). Among the control cohort, there was no significant difference in the HbA1c 12 months after transfer between study periods. CONCLUSIONS We found an effect of the intervention on glycaemic management one year following transfer to adult care. Future work will focus on refining and testing the effectiveness of the intervention in an expanded number of study sites and in collaboration with adult diabetes care providers.
Collapse
Affiliation(s)
- Rayzel Shulman
- Division of EndocrinologyThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of PediatricsUniversity of TorontoTorontoOntarioCanada
- SickKids Research InstituteTorontoOntarioCanada
- Institute of Health Policy Management and EvaluationUniversity of TorontoTorontoOntarioCanada
- Institute of Medical SciencesUniversity of TorontoTorontoOntarioCanada
- ICESTorontoOntarioCanada
| | - Ian Zenlea
- Department of PediatricsUniversity of TorontoTorontoOntarioCanada
- Institute for Better HealthTrillium Health PartnersMississaugaOntarioCanada
| | - Noah Ivers
- Institute of Health Policy Management and EvaluationUniversity of TorontoTorontoOntarioCanada
- ICESTorontoOntarioCanada
- Institute for Health Systems Solutions and Virtual CareWomen's College HospitalTorontoOntarioCanada
- Department of Family and Community MedicineUniversity of TorontoTorontoOntarioCanada
| | | | | | - Cheril Clarson
- Children's HospitalLondon Health Sciences CentreLondonOntarioCanada
- Lawson Health Research InstituteLondonOntarioCanada
| | - Alanna Landry
- Oak Valley HealthMarkham Stouffville HospitalMarkhamOntarioCanada
| | - Jennifer Harrington
- Division of Endocrinology, Women's and Children's Health NetworkUniversity of AdelaideAdelaideSouth AustraliaAustralia
| | - Geetha Mukerji
- Division of EndocrinologyWomen's College HospitalTorontoOntarioCanada
- Institute of Health Systems Solutions and Virtual careWomen's College HospitalTorontoOntarioCanada
- Department of MedicineUniversity of TorontoTorontoOntarioCanada
| | - Mark R. Palmert
- Division of EndocrinologyThe Hospital for Sick ChildrenTorontoOntarioCanada
- Department of Pediatrics and PhysiologyUniversity of TorontoTorontoOntarioCanada
| | - Janet Parsons
- Department of Occupational Science and Occupational Therapy, Temerty Faculty of MedicineUniversity of TorontoTorontoOntarioCanada
- Applied Health Research CentreLi Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health TorontoTorontoOntarioCanada
| | - Zubin Punthakee
- Department of Medicine and PediatricsMcMaster UniversityHamiltonOntarioCanada
| | - Baiju R. Shah
- ICESTorontoOntarioCanada
- Department of MedicineUniversity of TorontoTorontoOntarioCanada
- Division of EndocrinologySunnybrook Health Sciences CentreTorontoOntarioCanada
| |
Collapse
|
2
|
Sundberg F, Smart CE, Samuelsson J, Åkesson K, Krogvold L. Using Time in Tight Glucose Range as a Health-Promoting Strategy in Preschoolers With Type 1 Diabetes. Diabetes Care 2025; 48:6-14. [PMID: 39546551 PMCID: PMC11664192 DOI: 10.2337/dci24-0058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2024] [Accepted: 10/07/2024] [Indexed: 11/17/2024]
Abstract
Children who develop diabetes in their first years of life risk being exposed to many decades of hyperglycemia, hence having a high risk of early complications and premature death. An additional age-dependent risk is that dysglycemia, especially hyperglycemia, negatively affects the developing brain. In evaluating the outcome of insulin treatment at an individual and group level, cutoff thresholds for glucose values are needed. Time in tight range (TITR) was defined as a measurement of time spent in a state of normoglycemia. The International Society of Pediatric and Adolescent Diabetes recommended that for preschoolers with type 1 diabetes (T1D), either >70% of time with glucose in range 70-180 mg/dL (3.9-10 mmol/L) or >50% of time in a tighter range 70-140 mg/dL (TITR) can be used as continuous glucose monitoring targets. In Sweden, over the past two decades, pediatric diabetes teams set glycemic targets to 70-140 mg/dL (3.9-7.8 mmol/L). Swedish registry data show that >50% of children <7 years old have >50% TITR. The purpose of this review is to share and discuss international knowledge and experiences of working with TITR as a health-promoting strategy in preschoolers with T1D on a structural and individual level. We conclude that as insulin treatment improves, a reasonable goal is to strive for as much time in a state of normoglycemia as possible, and this can easily be explained to families of children with diabetes. For children with access to an experienced health care team and diabetes technologies a currently realistic target can be at least half of the time in normoglycemic range, i.e., TITR >50%.
Collapse
Affiliation(s)
- Frida Sundberg
- Department of Paediatrics, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Carmel E. Smart
- Department of Paediatric Endocrinology and Diabetes, John Hunter Children’s Hospital, and School of Health Sciences, University of Newcastle, Newcastle, Australia
| | - John Samuelsson
- Department of Paediatrics, Ryhov County Hospital, Jönköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Karin Åkesson
- Department of Paediatrics, Ryhov County Hospital, Jönköping, Sweden
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Lars Krogvold
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
3
|
Steineck IIK, Anderzén J, Eeg-Olofsson K, Ekelund J, Gudbjörnsdottir S, Hanberger L, Nåtman J, Pundziute Lyckå A, Samuelsson U, Särnblad S, Åkesson K, Hanas R. First year national Swedish paediatric Hba1c data are at the level of several intervention studies: Results from a Swedish nationwide diabetes register study. Diabetes Res Clin Pract 2024; 216:111807. [PMID: 39117042 DOI: 10.1016/j.diabres.2024.111807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Revised: 07/31/2024] [Accepted: 08/03/2024] [Indexed: 08/10/2024]
Abstract
AIMS/HYPOTHESIS To study the progression of HbA1c after diagnosis of type 1 diabetes in children and adolescents during 2010-2019 with emphasis on HbA1c nadir 3-6 months after onset. METHODS Partial funding was secured for this study. The Swedish paediatric diabetes quality register SWEDIABKIDS has >95 % coverage of type 1 diabetes up to 18 years. A mixed model for repeated measurements was used to estimate differences in HbA1c between onset year periods. RESULTS We followed 6,891 patients over two years from onset (48,292 HbA1c values). We found a gradual decrease in mean HbA1c 24 months after onset from 56.0 mmol/mol (7.28 %) in 2010/11 to 50.5 mmol/mol (6.77 %) in 2018/19, which is at the level of several recent intervention studies. The initial drop in HbA1c from onset until 3 and 6 months has become more pronounced in recent years. There was a significant positive correlation between HbA1c at 3 and 6 months with 12, 18 and 24 months. Percentage of severe hypoglycaemic coma was higher (5.1 % vs 3.4 %; p = 0.023) in 2010/2011 than 2018/2019, but the absolute risk of ketoacidosis was essentially unchanged, (1.5 % to 0.8 %, p = 0.110) CONCLUSIONS/INTERPRETATION: There was a continuous decrease in HbA1c over the study period 2010-2019, which coincides in time with an increased use of diabetes technology and lowering the HbA1c target to 48 mmol/mol (6.5 %). The decrease in 2-year HbA1c was preceded by a lower HbA1c nadir, which may set the trajectories for coming HbA1c and be a modifiable factor for a long-term improvement in metabolic control.
Collapse
Affiliation(s)
- Isabelle I K Steineck
- Department of Endocrinology, Steno Diabetes Center Copenhagen, Gentofte, Denmark; Department of Endocrinology, Hvidovre Hospital, Copenhagen, Denmark
| | - Johan Anderzén
- Department of Paediatrics, Ryhov County Hospital, Jönköping, Sweden
| | - Katarina Eeg-Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden; Center of Registers Västra Götaland, Gothenburg, Sweden
| | - Jan Ekelund
- Center of Registers Västra Götaland, Gothenburg, Sweden
| | | | - Lena Hanberger
- Department of Health, Medicine, and Caring Sciences, Division of Nursing and Reproductive Health, Linköping University, Linköping, Sweden
| | | | - Auste Pundziute Lyckå
- Sahlgrenska Academy, Institute of Clinical Sciences, University of Gothenburg, Sweden; Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Ulf Samuelsson
- Department of Paediatrics, Linköping, and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Stefan Särnblad
- Department of Paediatrics, Örebro University Hospital, Örebro, Sweden; Faculty of Medicine and Health, School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Karin Åkesson
- Department of Paediatrics, Ryhov County Hospital, Jönköping, Sweden; Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Ragnar Hanas
- Sahlgrenska Academy, Institute of Clinical Sciences, University of Gothenburg, Sweden; Department of Paediatrics, NU Hospital Group, Uddevalla Hospital, Uddevalla, Sweden.
| |
Collapse
|
4
|
Akturk HK. Access to Diabetes Care Should Be a Universal Right for People With Type 1 Diabetes: Lessons Learned From the Norwegian Childhood Diabetes Registry. Diabetes Care 2024; 47:1111-1113. [PMID: 38900950 DOI: 10.2337/dci24-0002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 04/20/2024] [Indexed: 06/22/2024]
Affiliation(s)
- Halis Kaan Akturk
- Department of Medicine and Pediatrics, Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO
| |
Collapse
|
5
|
Bratke H, Biringer E, Ushakova A, Margeirsdottir HD, Kummernes SJ, Njølstad PR, Skrivarhaug T. Ten Years of Improving Glycemic Control in Pediatric Diabetes Care: Data From the Norwegian Childhood Diabetes Registry. Diabetes Care 2024; 47:1122-1130. [PMID: 38648259 PMCID: PMC11208754 DOI: 10.2337/dc24-0086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 03/25/2024] [Indexed: 04/25/2024]
Abstract
OBJECTIVE To evaluate, from 2013 to 2022, how HbA1c, the incidence of acute complications, and use of diabetes technology changed at the national level in Norway and how glycemic control was associated with use of diabetes technology, carbohydrate counting, or participation in a quality improvement project. RESEARCH DESIGN AND METHODS This longitudinal observational study was based on 27,214 annual registrations of 6,775 children from the Norwegian Childhood Diabetes Registry from 2013 to 2022. Individuals aged >18 years, those with diabetes other than type 1, and those without HbA1c measurements were excluded. The outcome measure was HbA1c. The predictor variables in the adjusted linear mixed-effects model were 1) the use of diabetes technology, 2) the use of carbohydrate counting for meal bolusing, and 3) whether the patient's diabetes team participated in a quality improvement project. RESULTS Mean HbA1c decreased from 8.2% (2013) to 7.2% (2021), and the proportion of youth reaching an HbA1c <7.0% increased from 13% (2013) to 43% (2022). Insulin pump use increased from 65% (2013) to 91% (2022). Continuous glucose monitoring (CGM) use increased from 34% (first recorded in 2016) to 97% (2022). Insulin pump, CGM, and carbohydrate counting were associated with lower HbA1c and higher achievement of glycemic targets. Girls had a higher mean HbA1c than boys. Mean HbA1c levels were lower in clinics that participated in a quality improvement project for the following 4 years after the project. CONCLUSIONS Diabetes technology, carbohydrate counting, and systematic quality improvement in pediatric departments led to improved glycemic control.
Collapse
Affiliation(s)
- Heiko Bratke
- Department of Pediatrics, Haugesund Hospital, Fonna Health Trust, Haugesund, Norway
- Mohn Center for Diabetes Precision Medicine, Department of Clinical Science, University of Bergen, Bergen, Norway
- Oslo Diabetes Research Center, Oslo, Norway
- Department of Research and Innovation, Fonna Health Trust, Haugesund, Norway
- The Norwegian Childhood Diabetes Registry, Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Eva Biringer
- Department of Research and Innovation, Fonna Health Trust, Haugesund, Norway
| | - Anastasia Ushakova
- Department of Research, Stavanger University Hospital, Stavanger, Norway
| | - Hanna D. Margeirsdottir
- Oslo Diabetes Research Center, Oslo, Norway
- Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Siv Janne Kummernes
- The Norwegian Childhood Diabetes Registry, Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Pål R. Njølstad
- Mohn Center for Diabetes Precision Medicine, Department of Clinical Science, University of Bergen, Bergen, Norway
- Child and Youth Clinic, Haukeland University Hospital, Bergen, Norway
| | - Torild Skrivarhaug
- Oslo Diabetes Research Center, Oslo, Norway
- The Norwegian Childhood Diabetes Registry, Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| |
Collapse
|
6
|
Swaney EE, McCombe J, Donath S, Cameron FJ. Correlation between centre size, metabolic variation and mean HbA1c in major paediatric diabetes centres. J Paediatr Child Health 2024; 60:94-99. [PMID: 38605449 DOI: 10.1111/jpc.16531] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 11/01/2023] [Accepted: 03/18/2024] [Indexed: 04/13/2024]
Abstract
AIM To exploit a relatively homogeneous national health care context and a national diabetes database to address the questions: Is there an optimal clinic/centre size in determining outcomes?; and Can improvement in median centre outcomes be driven by reducing variability in outcome? METHODS Using the Australasian Diabetes Database Network, data from seven tertiary hospital paediatric diabetes clinics for patients with type one diabetes from Australia were recorded from 6-month uploads: September 2017, March 2018, September 2018 and March 2019. Data from 25 244 patient visits included demographic variables, HbA1C, number of patient visits and insulin regimens. RESULTS There was no association between centre size and median HbA1C. On the other hand, there was a significant association between or median absolute deviation of HbA1C outcomes and the median HbA1C result between centres. On average every two thirds of a median absolute deviation increase in clinic HbA1C was associated with a 1.0% (10.9 mmol/mol) increase in median clinic HbA1C. CONCLUSIONS Our data have shown that it is likely difficult for centres to have a low median HbA1C if there is high variance of HbA1C's within centres or within centre treatment groups. This appears to be true regardless of centre size. These findings need to be carefully considered by teams who wish to lower their clinic median HbA1C.
Collapse
Affiliation(s)
- Ella Ek Swaney
- Diabetes Research Group, Murdoch Children's Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia
- The Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
| | - Julia McCombe
- Diabetes Research Group, Murdoch Children's Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia
- The Department of Endocrinology and Diabetes, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Susan Donath
- Clinical Epidemiology and Biostatistics Unit, Murdoch Children's Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Fergus J Cameron
- Diabetes Research Group, Murdoch Children's Research Institute, Royal Children's Hospital, Melbourne, Victoria, Australia
- The Department of Paediatrics, University of Melbourne, Melbourne, Victoria, Australia
- The Department of Endocrinology and Diabetes, Royal Children's Hospital, Melbourne, Victoria, Australia
| |
Collapse
|
7
|
Vonheim Madsen T, Cooper JG, Carlsen S, Loevaas K, Rekdal M, Igland J, Sandberg S, Ueland GÅ, Iversen MM, Sølvik U. Intensified follow-up of patients with type 1 diabetes and poor glycaemic control: a multicentre quality improvement collaborative based on data from the Norwegian Diabetes Register for Adults. BMJ Open Qual 2023; 12:bmjoq-2022-002099. [PMID: 37308253 DOI: 10.1136/bmjoq-2022-002099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 05/27/2023] [Indexed: 06/14/2023] Open
Abstract
BACKGROUND Patients with type 1 diabetes mellitus (T1DM) and poor glycaemic control are at high risk of developing microvascular and macrovascular complications. The aim of this study was to determine if a quality improvement collaborative (QIC) initiated by the Norwegian Diabetes Register for adults (NDR-A) could reduce the proportion of patients with T1DM with poor glycaemic control (defined as glycated haemoglobin (HbA1c)≥75 mmol/mol) and reduce mean HbA1c at participating clinics compared with 14 control clinics. METHOD Multicentre study with controlled before and after design. Representatives of 13 diabetes outpatient clinics (n=5145 patients with T1DM) in the intervention group attended four project meetings during an 18-month QIC. They were required to identify areas requiring improvement at their clinic and make action plans. Continuous feedback on HbA1c outcomes was provided by NDR-A during the project. In total 4084 patients with type 1 diabetes attended the control clinics. RESULTS Between 2016 and 2019, the overall proportion of patients with T1DM and HbA1c≥75 mmol/mol in the intervention group were reduced from 19.3% to 14.1% (p<0.001). Corresponding proportions in the control group were reduced from 17.3% (2016) to 14.4% (2019) (p<0.001). Between 2016 and 2019, overall mean HbA1c decreased by 2.8 mmol/mol (p<0.001) at intervention clinics compared with 2.3 mmol/mol (p<0.001) at control clinics. After adjusting for the baseline differences in glycaemic control, there were no significant differences in the overall improvement in glycaemic control between intervention and control clinics. CONCLUSIONS The registry linked QIC did not result in a significantly greater improvement in glycaemic control at intervention clinics compared with control clinics. However, there has been a sustained improvement in glycaemic control and importantly a significant reduction in the proportion of patients with poor glycaemic control at both intervention and control clinics during and after the QIC time frame. It is possible that some of this improvement may be due to a spillover effect from the QIC.
Collapse
Affiliation(s)
- Tone Vonheim Madsen
- The Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
- Western Norway University of Applied Sciences Faculty of Health and Social Sciences, Bergen, Norway
| | - John Graham Cooper
- The Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Siri Carlsen
- Department of Medicine, Stavanger University Hospital, Stavanger, Norway
| | - Karianne Loevaas
- The Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | | | - Jannicke Igland
- Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
| | - Sverre Sandberg
- The Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
- Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
- Department of Medical Biochemistry and Pharmacology, Haukeland University Hospital, Bergen, Norway, Bergen, Norway, Norway
| | - Grethe Åstrøm Ueland
- The Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | | | - Una Sølvik
- Department of Global Public Health and Primary Care, Faculty of Medicine, University of Bergen, Bergen, Norway
| |
Collapse
|
8
|
de Bock M, Codner E, Craig ME, Huynh T, Maahs DM, Mahmud FH, Marcovecchio L, DiMeglio LA. ISPAD Clinical Practice Consensus Guidelines 2022: Glycemic targets and glucose monitoring for children, adolescents, and young people with diabetes. Pediatr Diabetes 2022; 23:1270-1276. [PMID: 36537523 PMCID: PMC10107615 DOI: 10.1111/pedi.13455] [Citation(s) in RCA: 104] [Impact Index Per Article: 34.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/11/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Martin de Bock
- Department of Paediatrics, University of Otago, Christchurch, New Zealand
| | - Ethel Codner
- Institute of Maternal and Child Research (IDMI), School of Medicine, Universidad de Chile, Santiago, Chile
| | - Maria E Craig
- Institute of Endocrinology and Diabetes, Children's Hospital at Westmead, Sydney, Australia.,Discipline of Child and Adolescent Health, University of Sydney, Sydney, Australia.,Discipline of Paediatrics & Child Health, School of Clinical Medicine, University of New South Wales Medicine & Health, Sydney, Australia
| | - Tony Huynh
- Department of Endocrinology & Diabetes, Queensland Children's Hospital, South Brisbane, Queensland, Australia.,Department of Chemical Pathology, Mater Pathology, South Brisbane, Queensland, Australia.,School of Clinical Medicine, Faculty of Medicine, The University of Queensland, Brisbane, Queensland, Australia
| | - David M Maahs
- Department of Pediatrics, Division of Endocrinology, Lucile Salter Packard Children's Hospital, Stanford University, Stanford, California, USA.,Stanford Diabetes Research Center, Stanford University, Stanford, California, USA.,Department of Epidemiology, Stanford University, Stanford, California, USA
| | - Farid H Mahmud
- Division of Endocrinology, Department of Pediatrics, Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Loredana Marcovecchio
- Department of Paediatrics, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Linda A DiMeglio
- Department of Pediatrics, Division of Pediatric Endocrinology and Diabetology, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, Indiana, USA
| |
Collapse
|
9
|
Limbert C, Tinti D, Malik F, Kosteria I, Messer L, Jalaludin MY, Benitez-Aguirre P, Biester S, Corathers S, von Sengbusch S, Marcovecchio ML. ISPAD Clinical Practice Consensus Guidelines 2022: The delivery of ambulatory diabetes care to children and adolescents with diabetes. Pediatr Diabetes 2022; 23:1243-1269. [PMID: 36537530 DOI: 10.1111/pedi.13417] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 09/12/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Catarina Limbert
- Unit of Paediatric Endocrinology and Diabetes, Hospital Dona Estefânia, Lisbon, Portugal.,Nova Medical School, Universidade Nova de Lisboa, Lisbon, Portugal
| | - Davide Tinti
- Department of Pediatrics, University of Turin, Turin, Italy
| | - Faisal Malik
- Department of Pediatrics, University of Washington, Seattle, Washington, USA
| | - Ioanna Kosteria
- Department of Endocrinology, Growth & Development, "P&A Kyriakou" Children's Hospital, Athens, Greece
| | - Laurel Messer
- Barbara Davis Center, University of Colorado School of Medicine, Aurora, Colorado, USA
| | | | - Paul Benitez-Aguirre
- Institute of Endocrinology and Diabetes, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Paediatrics and Child Health, University of Sydney, Sydney, New South Wales, Australia
| | - Sarah Biester
- Diabetes-Center for Children and Adolescents, Children's Hospital "Auf der Bult", Hannover, Germany
| | - Sarah Corathers
- Cincinnati Children's Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Simone von Sengbusch
- Division of Pediatric Endocrinology and Diabetology, Campus Lübeck, University Medical Centre Schleswig-Holstein, Lübeck, Germany
| | - M Loredana Marcovecchio
- Department of Paediatrics, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| |
Collapse
|
10
|
Liu S, Leone M, Ludvigsson JF, Lichtenstein P, D'Onofrio B, Svensson AM, Gudbjörnsdottir S, Bergen SE, Larsson H, Kuja-Halkola R, Butwicka A. Association and Familial Coaggregation of Childhood-Onset Type 1 Diabetes With Depression, Anxiety, and Stress-Related Disorders: A Population-Based Cohort Study. Diabetes Care 2022; 45:1987-1993. [PMID: 35913075 PMCID: PMC9472496 DOI: 10.2337/dc21-1347] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 05/31/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To estimate the association and familial coaggregation of childhood-onset type 1 diabetes with depression, anxiety, and stress-related disorders. RESEARCH DESIGN AND METHODS This was a population-based cohort study with use of data from Swedish nationwide registers. A total of ∼3.5 million individuals born in Sweden 1973-2007 were linked to their biological parents, full siblings and half-siblings, and cousins. Cox models were used to estimate the association and familial coaggregation of type 1 diabetes with depression, anxiety, and stress-related disorders. RESULTS Individuals diagnosed with childhood-onset type 1 diabetes (n = 20,005) were found to be at greater risks of all outcomes: any psychiatric diagnosis (adjusted hazard ratio [aHR] 1.66 [95% CI 1.59-1.72]) or specific diagnoses of depression (1.85 [1.76-1.94]), anxiety (1.41[1.33-1.50]), and stress-related disorders (1.75 [1.62-1.89]), as well as use of antidepressants or anxiolytics (1.30 [1.26-1.34]), compared with individuals without type 1 diabetes. Overall, relatives of individuals with type 1 diabetes were at elevated risks of developing these outcomes, with the highest risks seen in parents (aHRs 1.18-1.25), followed by full siblings (aHRs 1.05-1.20), and the magnitudes of risk estimates appear proportional to familial relatedness. CONCLUSIONS These results support existing evidence that children and adolescents with type 1 diabetes are at greater risks of developing depression, anxiety, and stress-related disorders and indicate that shared familial factors might contribute to these elevated risks. Our findings highlight the need for psychological consulting for children and their families in diabetes care. Quantitative and molecular genetic studies are warranted to further understand the etiology of these psychiatric disorders in type 1 diabetes.
Collapse
Affiliation(s)
- Shengxin Liu
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Marica Leone
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,Janssen Pharmaceutical Companies of Johnson & Johnson, Solna, Sweden
| | - Jonas F Ludvigsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,Department of Paediatrics, Örebro University Hospital, Örebro, Sweden.,Division of Epidemiology and Public Health, School of Medicine, University of Nottingham, Nottingham, U.K.,Department of Medicine, Columbia University College of Physicians and Surgeons, New York, NY
| | - Paul Lichtenstein
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Brian D'Onofrio
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,Department of Psychological and Brain Sciences, Indiana University, Bloomington, IN
| | - Ann-Marie Svensson
- Swedish National Diabetes Register, Centre of Registers, Gothenburg, Sweden.,Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Soffia Gudbjörnsdottir
- Swedish National Diabetes Register, Centre of Registers, Gothenburg, Sweden.,Department of Molecular and Clinical Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Sarah E Bergen
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Henrik Larsson
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,School of Medical Sciences, Örebro University, Örebro, Sweden
| | - Ralf Kuja-Halkola
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden
| | - Agnieszka Butwicka
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Solna, Sweden.,Child and Adolescent Psychiatry Stockholm, Stockholm Health Care Services, Region Stockholm, Sweden.,Department of Child Psychiatry, Medical University of Warsaw, Warsaw, Poland.,Department of Biostatistics and Translational Medicine, Medical University of Lodz, Lodz, Poland
| |
Collapse
|
11
|
Lal RA, Robinson H, Lanzinger S, Miller KM, Pons Perez S, Kovacic R, Calhoun P, Campbell F, Naeke A, Maahs DM, Holl RW, Warner J. Temporal Changes in Hemoglobin A1c and Diabetes Technology Use in DPV, NPDA, and T1DX Pediatric Cohorts from 2010 to 2018. Diabetes Technol Ther 2022; 24:628-634. [PMID: 35856740 PMCID: PMC9634993 DOI: 10.1089/dia.2022.0095] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Objective: The German/Austrian Diabetes Patient Follow-up Registry (Diabetes-Patienten-Verlaufsdokumentation or DPV), England/Wales National Pediatric Diabetes Audit (NPDA), and Type 1 Diabetes Exchange (T1DX) in the United States investigated changes in hemoglobin A1c (HbA1c) and diabetes technology use from 2010 to 2018. Methods: Registry/audit data from 2010 to 2018 were analyzed in annual cohorts using linear regression for those <18 years of age with type 1 diabetes diagnosed at age >6 months. Time trends in HbA1c, pump, and continuous glucose monitoring (CGM) use were studied using repeated measurements linear and logistic regression models with an autoregressive covariance structure and with year and data source as independent variables. Results: A total of 1,172,980 visits among 114,264 (54,119 DPV, 43,550 NPDA, 16,595 T1DX) patients were identified. HbA1c remained clinically stable in DPV (7.7% [61 mmol/mol] to 7.6% [60 mmol/mol]), decreased in the NPDA (8.7% [72 mmol/mol] to 7.9% [63 mmol/mol]), and increased in T1DX (8.0% [64 mmol/mol] to 8.5% [69 mmol/mol] from 2010 to 2018). In all registries/audits, insulin pump and CGM use increased over time with greatest pump use in T1DX and lowest uptake reported in NPDA. Conclusions: These data reveal three different longitudinal patterns of change in registry/audit HbA1c from 2010 to 2018. Diabetes technology use increased throughout, at different rates. Quality improvement (QI) programs in DPV have been ongoing for 25 years, began in NPDA in 2009 and T1DX in 2016. We speculate that in England/Wales, development of networks, peer review, and implementation of QI measures contributed to reductions in population HbA1c. Many of these interventions had been implemented in DPV before 2010. Further efforts to understand this improvement, including the role of QI, and continued success within standardized documentation and benchmarking could inform T1DX programs to reduce HbA1c.
Collapse
Affiliation(s)
- Rayhan A. Lal
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Division of Endocrinology, Department of Medicine, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Holly Robinson
- Royal College of Pediatrics and Child Health, London, United Kingdom
| | - Stefanie Lanzinger
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | | | - Saira Pons Perez
- Royal College of Pediatrics and Child Health, London, United Kingdom
| | | | - Peter Calhoun
- JAEB Center for Health Research, Tampa, Florida, USA
| | | | | | - David M. Maahs
- Division of Endocrinology, Department of Pediatrics, Stanford University School of Medicine, Stanford, California, USA
- Stanford Diabetes Research Center, Stanford, California, USA
| | - Reinhard W. Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Justin Warner
- Children's Hospital for Wales, Cardiff, United Kingdom
| |
Collapse
|
12
|
Zaharieva DP, Bishop FK, Maahs DM. Advancements and future directions in the teamwork, targets, technology, and tight control-the 4T study: improving clinical outcomes in newly diagnosed pediatric type 1 diabetes. Curr Opin Pediatr 2022; 34:423-429. [PMID: 35836400 PMCID: PMC9298953 DOI: 10.1097/mop.0000000000001140] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
PURPOSE OF REVIEW The benefits of intensive diabetes management have been established by the Diabetes Control and Complications Trial. However, challenges with optimizing glycemic management in youth with type 1 diabetes (T1D) remain across pediatric clinics in the United States. This article will review our Teamwork, Targets, Technology, and Tight Control (4T) study that implements emerging diabetes technology into clinical practice with a team approach to sustain tight glycemic control from the onset of T1D and beyond to optimize clinical outcomes. RECENT FINDINGS During the 4T Pilot study and study 1, our team-based approach to intensive target setting, education, and remote data review has led to significant improvements in hemoglobin A1c throughout the first year of T1D diagnosis in youth, as well as family and provider satisfaction. SUMMARY The next steps include refinement of the current 4T study 1, developing a business case, and broader implementation of the 4T study. In study 2, we are including a more pragmatic cadence of remote data review and disseminating exercise education and activity tracking to both English- and Spanish-speaking families. The overall goal is to create and implement a translatable program that can facilitate better outcomes for pediatric clinics across the USA.
Collapse
Affiliation(s)
- Dessi P. Zaharieva
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
| | - Franziska K. Bishop
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
| | - David M. Maahs
- Division of Endocrinology, Department of Pediatrics, Stanford University, School of Medicine, Stanford, CA
- Stanford Diabetes Research Center, Stanford, CA
| |
Collapse
|
13
|
Seyed Ahmadi S, Pivodic A, Svensson AM, Wedel H, Rathsman B, Nyström T, Ludvigsson J, Lind M. Risk factors for nephropathy in persons with type 1 diabetes: a population-based study. Acta Diabetol 2022; 59:761-772. [PMID: 35201418 PMCID: PMC9085666 DOI: 10.1007/s00592-022-01863-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/19/2021] [Indexed: 12/22/2022]
Abstract
AIMS Albuminuria is strongly associated with risk of renal dysfunction, cardiovascular disease and mortality. However, clinical guidelines diverge, and evidence is sparse on what risk factor levels regarding blood pressure, blood lipids and BMI are needed to prevent albuminuria in adolescents and young adults with type 1 diabetes. METHODS A total of 9347 children and adults with type 1 diabetes [mean age 15.3 years and mean diabetes duration 1.4 years at start of follow-up] from The Swedish National Diabetes Registry were followed from first registration until end of 2017. Levels for risk factors for a risk increase in nephropathy were evaluated, and the gradient of risk per 1 SD (standard deviation) was estimated to compare the impact of each risk factor. RESULTS During the follow-up period, 8610 (92.1%) remained normoalbuminuric, 737 (7.9%) individuals developed micro- or macroalbuminuria at any time period of whom 132 (17.9% of 737) individuals developed macroalbuminuria. Blood pressure ≥ 140/80 mmHg was associated with increased risk of albuminuria (p ≤ 0.0001), as were triglycerides ≥ 1.0 mmol/L (p = 0.039), total cholesterol ≥ 5.0 mmol/L (p = 0.0003), HDL < 1.0 mmol/L (p = 0.013), LDL 3.5- < 4.0 mmol/L (p = 0.020), and BMI ≥ 30 kg/m2 (p = 0.033). HbA1c was the strongest risk factor for any albuminuria estimated by the measure gradient of risk per 1 SD, followed by diastolic blood pressure, triglycerides, systolic blood pressure, cholesterol and LDL. In patients with HbA1c > 65 mmol/mol (> 8.1%), blood pressure > 140/70 mmHg was associated with increased risk of albuminuria. CONCLUSIONS Preventing renal complications in adolescents and young adults with type 1 diabetes need avoidance at relatively high levels of blood pressure, blood lipids and BMI, whereas very tight control is not associated with further risk reduction. For patients with long-term poor glycaemic control, stricter blood pressure control is advocated.
Collapse
Affiliation(s)
- Shilan Seyed Ahmadi
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden.
- Department of Internal Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden.
- Department of Medicine, Uddevalla Hospital, 45180, Uddevalla, Sweden.
| | - Aldina Pivodic
- Statistiska Konsultgruppen, Gothenburg, Sweden
- Department of Clinical Neuroscience, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | | | - Hans Wedel
- Department of Health Metrics, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Björn Rathsman
- Department of Clinical Science and Education, Sachs' Children and Youth Hospital, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Thomas Nyström
- Department of Clinical Science and Education, Internal Medicine, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Johnny Ludvigsson
- Department of Biomedical and Clinical Sciences, Crown Princess Victoria Children's Hospital, and Division of Paediatrics, Linköping University, Linköping, Sweden
| | - Marcus Lind
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Internal Medicine, Sahlgrenska University Hospital, Gothenburg, Sweden
- Department of Medicine, NU Hospital Group, Uddevalla, Sweden
| |
Collapse
|
14
|
Prahalad P, Ding VY, Zaharieva DP, Addala A, Johari R, Scheinker D, Desai M, Hood K, Maahs DM. Teamwork, Targets, Technology, and Tight Control in Newly Diagnosed Type 1 Diabetes: the Pilot 4T Study. J Clin Endocrinol Metab 2022; 107:998-1008. [PMID: 34850024 PMCID: PMC8947228 DOI: 10.1210/clinem/dgab859] [Citation(s) in RCA: 38] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2021] [Indexed: 11/19/2022]
Abstract
CONTEXT Youth with type 1 diabetes (T1D) do not meet glycated hemoglobin A1c (HbA1c) targets. OBJECTIVE This work aimed to assess HbA1c outcomes in children with new-onset T1D enrolled in the Teamwork, Targets, Technology and Tight Control (4T) Study. METHODS HbA1c levels were compared between the 4T and historical cohorts. HbA1c differences between cohorts were estimated using locally estimated scatter plot smoothing (LOESS). The change from nadir HbA1c (month 4) to 12 months post diagnosis was estimated by cohort using a piecewise mixed-effects regression model accounting for age at diagnosis, sex, ethnicity, and insurance type. We recruited 135 youth with newly diagnosed T1D at Stanford Children's Health. Starting July 2018, all youth within the first month of T1D diagnosis were offered continuous glucose monitoring (CGM) initiation and remote CGM data review was added in March 2019. The main outcomes measure was HbA1c. RESULTS HbA1c at 6, 9, and 12 months post diagnosis was lower in the 4T cohort than in the historic cohort (-0.54% to -0.52%, and -0.58%, respectively). Within the 4T cohort, HbA1c at 6, 9, and 12 months post diagnosis was lower in those patients with remote monitoring than those without (-0.14%, -0.18% to -0.14%, respectively). Multivariable regression analysis showed that the 4T cohort experienced a significantly lower increase in HbA1c between months 4 and 12 (P < .001). CONCLUSION A technology-enabled, team-based approach to intensified new-onset education involving target setting, CGM initiation, and remote data review statistically significantly decreased HbA1c in youth with T1D 12 months post diagnosis.
Collapse
Affiliation(s)
- Priya Prahalad
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA
- Correspondence: Priya Prahalad, MD, PhD, Department of Pediatrics, Division of Pediatric Endocrinology, Center for Academic Medicine, 453 Quarry Rd, Palo Alto, CA 94304, USA.
| | - Victoria Y Ding
- Department of Medicine, Division of Biomedical Informatics Research, Stanford University, Stanford, California 94304, USA
| | - Dessi P Zaharieva
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
| | - Ananta Addala
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
| | - Ramesh Johari
- Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA
- Department of Management Science and Engineering, Stanford University, Stanford, California 94304, USA
| | - David Scheinker
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA
- Department of Management Science and Engineering, Stanford University, Stanford, California 94304, USA
- Clinical Excellence Research Center, Stanford University, Stanford, California 94304, USA
| | - Manisha Desai
- Department of Medicine, Division of Biomedical Informatics Research, Stanford University, Stanford, California 94304, USA
| | - Korey Hood
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA
| | - David M Maahs
- Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, California 94304, USA
- Stanford Diabetes Research Center, Stanford University, Stanford, California 94304, USA
- Department of Health Research and Policy (Epidemiology) Stanford University, Stanford, California 94304, USA
| |
Collapse
|
15
|
Skipper N, Thingholm PR, Borch L, Gaulke A, Eriksen TLM, Søndergaard C, Svensson J. Center differences in diabetes treatment outcomes among children with type 1 diabetes: A nationwide study of 3866 Danish children. Pediatr Diabetes 2022; 23:73-83. [PMID: 34766429 DOI: 10.1111/pedi.13284] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Accepted: 10/14/2021] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE Mean differences in HbA1c across centers are well established, but less well understood. The aim was to assess whether differences in patient case-mix can explain the variation in mean HbA1c between pediatric diabetes centers in Denmark. The association between HbA1c , frequency of blood glucose monitoring (BGM), treatment modality, and center visits was investigated. RESEARCH DESIGN AND METHODS This longitudinal nationwide study included 3866 Danish children with type 1 diabetes from 2013 to 2017 (n = 12,708 child-year observations) from 16 different pediatric diabetes centers. Mean HbA1c , proportion of children reaching HbA1c treatment target (HbA1c ≤ 58 mmol/mol [7.5%]) were compared across centers using linear regression models. This was done with and without adjustment for socioeconomic characteristics (patient case-mix). RESULTS The mean difference in HbA1c during follow-up was 11.6 mmol/mol (95% CI 7.9, 15.3) (1.1% [95% CI 0.7, 1.4]) when comparing the centers with the lowest versus highest mean HbA1c . The difference was attenuated and remained significant after adjustment for the patient case-mix (difference: 10.5 mmol/mol [95% CI 6.8, 14.2] (1.0% [95% CI 0.6, 1.3])). Overall, 6.8% of the differences in mean HbA1c across centers were explained by differences in the patient case-mix. Across centers, more frequent BGM was associated with lower HbA1c . The proportion of insulin pump users and number of visits was not associated with HbA1c . CONCLUSION In a setting of universal health care, large differences in HbA1c across centers were found, and could not be explained by patient background, number of visits or use of technology. Only BGM was associated with center HbA1c .
Collapse
Affiliation(s)
- Niels Skipper
- Department of Economics and Business Economics and CIRRAU - Centre for Integrated Register-based Research, Aarhus University, Aarhus, Denmark
| | - Peter R Thingholm
- Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark
| | - Luise Borch
- Department of Pediatrics and Adolescent Medicine, Gødstrup Hospital, Gødstrup, Denmark
| | - Amanda Gaulke
- Department of Economics, Kansas State University, Manhattan, Kansas, USA
| | - Tine L M Eriksen
- VIVE - The Danish Center for Social Science Research, Aarhus, Denmark
| | - Charlotte Søndergaard
- Department of Pediatrics and Adolescent Medicine, Gødstrup Hospital, Gødstrup, Denmark
| | - Jannet Svensson
- Pediatrics and Adolescent Department, Copenhagen University Hospital, Herlev, Denmark
| |
Collapse
|
16
|
Demeterco-Berggren C, Ebekozien O, Noor N, Rompicherla S, Majidi S, Jones NHY, McDonough R, Odugbesan O, Kim A, Izquierdo R, Kamboj MK, Jacobsen LM. Factors Associated With Achieving Target A1C in Children and Adolescents With Type 1 Diabetes: Findings From the T1D Exchange Quality Improvement Collaborative. Clin Diabetes 2022; 41:68-75. [PMID: 36714245 PMCID: PMC9845079 DOI: 10.2337/cd22-0073] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The optimal care of type 1 diabetes involves consistent glycemic management to avoid short- and long-term complications. However, despite advancements in diabetes technology and standards, achieving adequate glycemic levels in children and adolescents remains a challenge. This study aimed to identify factors associated with achieving the recommended A1C target of <7% from the United States-based multicenter T1D Exchange Quality Improvement Collaborative cohort, including 25,383 children and adolescents living with type 1 diabetes.
Collapse
Affiliation(s)
- Carla Demeterco-Berggren
- Rady Children’s Hospital, University of California, San Diego, CA
- Corresponding author: Carla Demeterco-Berggren,
| | - Osagie Ebekozien
- T1D Exchange, Boston, MA
- University of Mississippi School of Population Health, Jackson, MI
| | | | | | | | | | | | | | - Ahlee Kim
- Le Bonheur Children’s Hospital, University of Tennessee, Jackson, TN
| | | | | | | |
Collapse
|
17
|
Albanese-O'Neill A, Grimsmann JM, Svensson AM, Miller KM, Raile K, Akesson K, Calhoun P, Biesenbach B, Eeg-Olofsson K, Holl RW, Maahs DM, Hanas R. Changes in HbA1c Between 2011 and 2017 in Germany/Austria, Sweden, and the United States: A Lifespan Perspective. Diabetes Technol Ther 2022; 24:32-41. [PMID: 34524026 DOI: 10.1089/dia.2021.0225] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Aims: This study assessed hemoglobin A1c (HbA1c) across the lifespan in people with type 1 diabetes (T1D) in Germany/Austria, Sweden, and the United States between 2011 and 2017 to ascertain temporal and age-related trends. Methods: Data from the Diabetes-Patienten-Verlaufsdokumentation (DPV) (n = 25,651 in 2011, n = 29,442 in 2017); Swedish Pediatric Diabetes Quality Registry (SWEDIABKIDS)/National Diabetes Register (NDR), (n = 44,474 in 2011, n = 53,690 in 2017); and T1D Exchange (n = 16,198 in 2011, n = 17,087 in 2017) registries were analyzed by linear regression to compare mean HbA1c overall and by age group. Results: Controlling for age, sex, and T1D duration, HbA1c increased in the United States between 2011 and 2017, decreased in Sweden, and did not change in Germany/Austria. Controlling for sex and T1D duration, mean HbA1c decreased between 2011 and 2017 in all age cohorts in Sweden (P < 0.001). In the United States, HbA1c stayed the same for participants <6 years and 45 to <65 years and increased in all other age groups (P < 0.05). In Germany/Austria, HbA1c stayed the same for participants <6 to <13 years and 18 to <25 years; decreased for participants ages 13 to <18 years (P < 0.01); and increased for participants ≥25 years (P < 0.05). Conclusions: The comparison of international trends in HbA1c makes it possible to identify differences, explore underlying causes, and share quality improvement processes. National quality improvement initiatives are well accepted in Europe but have yet to be implemented systematically in the United States. However, disparities created by the lack of universal access to health care coverage, unequal access to diabetes technologies (e.g., continuous glucose monitoring) regardless of insurance status, and high out-of-pocket cost for the underinsured ultimately limit the potential of quality improvement initiatives.
Collapse
Affiliation(s)
| | - Julia M Grimsmann
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Ann-Marie Svensson
- Centre of Registers in Region Västra Götaland, Gothenburg, Sweden
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | | | - Klemens Raile
- Department of Pediatric Endocrinology and Diabetes, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Karin Akesson
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Paediatrics, County Hospital Ryhov, Jönköping, Sweden
| | - Peter Calhoun
- Jaeb Center for Health Research, Tampa, Florida, USA
| | - Beate Biesenbach
- Department of Pediatrics, University Hospital Linz, Kepler University, Linz, Austria
| | - Katarina Eeg-Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, University of Ulm, Ulm, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - David M Maahs
- Division of Pediatric Endocrinology, Stanford Diabetes Research Center, Stanford, California, USA
- Department of Health Research and Policy (Epidemiology), Stanford University School of Medicine, Stanford, California, USA
| | - Ragnar Hanas
- Department of Pediatrics, NU Hospital Group, Uddevalla, Sweden
- Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
18
|
Bratke H, Biringer E, Margeirsdottir HD, Njølstad PR, Skrivarhaug T. Relation of Health-Related Quality of Life with Glycemic Control and Use of Diabetes Technology in Children and Adolescents with Type 1 Diabetes: Results from a National Population Based Study. J Diabetes Res 2022; 2022:8401328. [PMID: 36387938 PMCID: PMC9649325 DOI: 10.1155/2022/8401328] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 10/05/2022] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE The primary aim was to analyse the association between diabetes-specific health-related quality of life (HRQOL) and HbA1c in children and adolescents with type 1 diabetes. The secondary aims were to evaluate the associations between diabetes-specific HRQOL and age, sex, diabetes duration, and the use of diabetes technology in diabetes treatment. Research Design and Methods. Children with type 1 diabetes (10-17 years, N = 1,019) and parents (children <10 years, N = 371; 10-17 years, N = 1,070) completed the DISABKIDS diabetes-specific questionnaire (DDM-10) as part of the 2017 data collection for the Norwegian Childhood Diabetes Registry. The DDM-10 consists of two subscales-'impact' and 'treatment'-with six and four items, respectively. In the linear regression models, the items and subscales were outcome variables, while HbA1c, age, sex, diabetes duration, insulin pump use, and continuous glucose monitoring (CGM) system use were predictor variables. RESULTS Lower HbA1c measurements and male sex were associated with higher HRQOL scores on both DDM-10 scales in the age group 10-17 years, but not in children under 10 years. Parents gave lower HRQOL scores than children in the 10-17 age group. Insulin pump and CGM use were not significantly associated with HRQOL on the impact and treatment scale. CONCLUSIONS Low HbA1c and male sex are significantly associated with high HRQOL in children aged 10-17 with type 1 diabetes, but the use of diabetes technology is not positively associated with HRQOL. Differences in child- and parent-reported scores imply that parents might both over- and underestimate their child's HRQOL.
Collapse
Affiliation(s)
- Heiko Bratke
- Department of Pediatrics, Haugesund Hospital, Fonna Health Trust, Haugesund, Norway
- Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway
- Oslo Diabetes Research Centre, Oslo, Norway
- Department of Research and Innovation, Fonna Health Trust, Haugesund, Norway
| | - Eva Biringer
- Department of Research and Innovation, Fonna Health Trust, Haugesund, Norway
| | - Hanna D. Margeirsdottir
- Oslo Diabetes Research Centre, Oslo, Norway
- Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - Pål R. Njølstad
- Center for Diabetes Research, Department of Clinical Science, University of Bergen, Bergen, Norway
- Child and Youth Clinic, Haukeland University Hospital, Bergen, Norway
| | - Torild Skrivarhaug
- Oslo Diabetes Research Centre, Oslo, Norway
- Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
- University of Oslo, Institute of Clinical Medicine, Faculty of Medicine, Oslo, Norway
- The Norwegian Childhood Diabetes Registry, Division of Childhood and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
19
|
Ayub A, Ng C, Portales-Casamar E, Metzger D, Amed S. Towards Building a Provincial Diabetes Registry of Children & Youth Living with Diabetes in British Columbia, Canada. Can J Diabetes 2021; 46:346-352.e1. [DOI: 10.1016/j.jcjd.2021.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 08/27/2021] [Accepted: 11/15/2021] [Indexed: 10/19/2022]
|
20
|
Svensson J. The ABC of diabetes registries. ENDOCRINOL DIAB NUTR 2021; 68:525-526. [PMID: 34872634 DOI: 10.1016/j.endien.2021.11.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Accepted: 09/01/2021] [Indexed: 06/13/2023]
Affiliation(s)
- Jannet Svensson
- Associated professor, Department of Pediatrics and Adolescents Herlev & Gentofte University hospital Borgmester Ib Juuls vej 1, 2730 Herlev, Denmark.
| |
Collapse
|
21
|
D'Souza RS, Ryan M, Hawkes E, Baker C, Davies Y, R-Screen J, Price J, Pryce R, D'Souza NA. Questionnaire-based service evaluation of the efficacy and usefulness of SEREN: a structured education programme for children and young people diagnosed with type 1 diabetes mellitus. BMJ Open Qual 2021; 10:bmjoq-2021-001337. [PMID: 34535457 PMCID: PMC8451284 DOI: 10.1136/bmjoq-2021-001337] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 07/25/2021] [Indexed: 11/29/2022] Open
Abstract
Objectives To evaluate the usefulness and effectiveness of a new structured education module for children with type 1 diabetes: Structured Education Reassuring Empowering Nurturing (SEREN) ‘Diabetes at Diagnosis’. Design Retrospective questionnaire-based service evaluation. Setting 12/14 paediatric diabetes centres across Wales took part. Participants Children diagnosed with type 1 diabetes 1 year before (pre-SEREN group) and 1 year after the introduction of SEREN (post-SEREN group) were selected using a national diabetes register. Resource ‘Diabetes at Diagnosis’ delivers structured education to empower children and families with self-management of type 1 diabetes. Evaluation Primary outcomes were patient-reported effectiveness and user-friendliness of the educational resources and quality of life (PedsQL). Age-appropriate child and parent questionnaires were provided. Clinical outcomes included glycated haemoglobin (HbA1c) at 6 and 12 months, service engagement and diabetes-related hospital admissions in the first year. Results 89/106 responded pre-SEREN and 108/115 post-SEREN, with no demographic differences at diagnosis. Parent scores for educational package evaluation significantly improved post-SEREN, with a non-significant trend towards improved results in children. PedsQL scores were similar. There was no change in HbA1c overall. Subgroup analyses at 12 months showed a trend towards a lower HbA1c in key stage 1–2 (62 vs 58 mmol/mol, p=0.06) and increased HbA1c in key stage 3–4 (56 vs 66 mmol/mol, p=0.009). There were no differences in hospital admissions or missed clinic appointments. Conclusions This is an evaluation of the only standardised type 1 diabetes structured education programme in use for children throughout Wales. This module improved parent-reported outcomes and showed a non-significant trend towards improved usefulness in children, without a difference in a PedsQL scores overall. Ongoing evaluation of the cohort who received subsequent SEREN modules may show the long-term benefit of the programme.
Collapse
Affiliation(s)
| | - Matthew Ryan
- Department of Paediatrics, Swansea Bay University Health Board, Port Talbot, UK
| | - Esther Hawkes
- School of Medicine, University of Southampton, Southampton, UK
| | - Claire Baker
- Department of Nutrition and Dietetics, Aneurin Bevan University Health Board, Headquarters, St Cadoc's Hospital, Newport, UK
| | - Yvonne Davies
- Department of Paediatrics, Hywel Dda University Health Board, Ystwyth Building, Hafan Derwen, Carmarthen, UK
| | - Judith R-Screen
- Department of Paediatrics, Betsi Cadwaladr University Health Board, Bangor, UK
| | | | - Rebekah Pryce
- Consultant Endocrinologist, Department of Paediatrics, Noah's Ark Children's Hospital, Heath Park, Cardiff, UK
| | - Nirupa A D'Souza
- Department of Paediatrics, Princess of Wales Hospital, Bridgend, UK
| |
Collapse
|
22
|
Lavens A, Nobels F, De Block C, Oriot P, Verhaegen A, Chao S, Casteels K, Mouraux T, Doggen K, Mathieu C. Effect of an Integrated, Multidisciplinary Nationwide Approach to Type 1 Diabetes Care on Metabolic Outcomes: An Observational Real-World Study. Diabetes Technol Ther 2021; 23:565-576. [PMID: 33780640 DOI: 10.1089/dia.2021.0003] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Objective: Achieving good metabolic control in people with type 1 diabetes (T1D) remains a challenge, despite the evolutions in diabetes technologies over the past decade. Here we investigate the evolution of metabolic control in people with T1D, where care is provided by specialized centers with access to technology, diabetes education, and regular follow-up. Methods: Data were cross-sectionally collected between 2010 and 2018 from more than 100 centers in Belgium. The evolutions over time of hemoglobin A1C (HbA1c), low-density lipoprotein (LDL) cholesterol, and systolic blood pressure (SBP) were investigated, together with the evolutions of use of insulin pump (continuous subcutaneous insulin infusion [CSII]), continuous glucose monitoring (CGM), and lipid-lowering and antihypertensive drugs. Association of HbA1c with gender, age, diabetes duration, and technology use was analyzed on the most recent cohort. Results: The study population contained data from 89,834 people with T1D (age 1-80 years). Mean HbA1c decreased from 65 mmol/mol (8.1%) in 2010-2011 to 61 mmol/mol (7.7%) in 2017-2018 (P < 0.0001, adjusted for gender, age, diabetes duration, and technology use). Respectively, mean LDL cholesterol decreased from 2.45 mmol/L (94.6 mg/dL) to 2.29 mmol/L (88.5 mg/dL) (P < 0.0001, adjusted for gender, age, and diabetes duration), and mean SBP remained stable. CGM usage increased, whereas the use of CSII and lipid-lowering and antihypertensive drugs remained stable. Gender, age, diabetes duration, and technology use were independently associated with HbA1c. Conclusions: Our real-world data show that metabolic and lipid control improved over time in a system where T1D care is organized through specialized multidisciplinary centers with emphasis on linking education to provision of technology, and its quality is monitored.
Collapse
Affiliation(s)
- Astrid Lavens
- Health Services Research, Sciensano, Brussels, Belgium
| | - Frank Nobels
- Department of Endocrinology, Onze-Lieve-Vrouw Hospital Aalst, Aalst, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Antwerp, Belgium
| | - Philippe Oriot
- Department of Endocrinology and Diabetes, Mouscron Hospital Centre, Mouscron, Belgium
| | - Ann Verhaegen
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Antwerp, Belgium
| | - Suchsia Chao
- Health Services Research, Sciensano, Brussels, Belgium
| | - Kristina Casteels
- Department of Pediatrics, University Hospitals Leuven-KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
| | - Thierry Mouraux
- Department of Pediatric Endocronology, University Hospitals de Namur-UC Louvain, Yvoir, Belgium
| | - Kris Doggen
- Health Services Research, Sciensano, Brussels, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven-KU Leuven, Leuven, Belgium
| |
Collapse
|
23
|
Rathsman B, Haas J, Persson M, Ludvigsson J, Svensson A, Lind M, Andersson Franko M, Nyström T. LDL cholesterol level as a risk factor for retinopathy and nephropathy in children and adults with type 1 diabetes mellitus: A nationwide cohort study. J Intern Med 2021; 289:873-886. [PMID: 33283333 PMCID: PMC8247303 DOI: 10.1111/joim.13212] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Accepted: 11/10/2020] [Indexed: 01/01/2023]
Abstract
BACKGROUND Microvascular complications are common in people with diabetes, where poor glycaemic control is the major contributor. The aim of this study was to explore the association between elevated LDL cholesterol levels and the risk of retinopathy or nephropathy in young individuals with type 1 diabetes. METHODS This was a nationwide observational population-based cohort study, including all children and adults with a duration of type 1 diabetes of ≤ 10 years, identified in the Swedish National Diabetes Register between 1998 and 2017. We calculated the crude incidence rates with 95% confidence intervals (CIs) and used multivariable Cox regression to estimate crude and adjusted hazard ratios (HRs) of retinopathy or nephropathy in four LDL cholesterol categories: <2.6 (Reference), 2.6-3.4, 3.4-4.1 and > 4.1 mmol L-1 . RESULTS In total, 11 024/12 350 (retinopathy/nephropathy, both cohorts, respectively) children and adults (median age 21 years, female 42%) were followed up to 28 years from diagnosis until end of study. Median duration of diabetes when entering the study was 6 and 7 years in the retinopathy and nephropathy cohort, respectively. Median LDL cholesterol was 2.4 mmol L-1 , and median HbA1c level was 61 mmol mol-1 (7.7 %). After multivariable adjustment, the HRs (95% CI) for retinopathy in individuals with LDL cholesterol levels of 2.6-3.4, 3.4-4.1 or > 4.1 mmol L-1 were as follows: 1.13 (1.03-1.23), 1.16 (1.02-1.32) and 1.18 (0.99-1.41), compared with the reference. The corresponding numbers for nephropathy were as follows: 1.15 (0.96-1.32), 1.30 (1.03-1.65) and 1.41 (1.06-1.89). CONCLUSIONS Young individuals with type 1 diabetes exposed to high LDL cholesterol levels have an increased risk of retinopathy and nephropathy independent of glycaemia and other identified risk factors for vascular complications.
Collapse
Affiliation(s)
- B. Rathsman
- From theDepartment of Clinical Science and EducationKarolinska InstitutetStockholmSweden
- Sachs’ Children and Youth HospitalStockholmSweden
| | - J. Haas
- From theDepartment of Clinical Science and EducationKarolinska InstitutetStockholmSweden
- Sachs’ Children and Youth HospitalStockholmSweden
| | - M. Persson
- From theDepartment of Clinical Science and EducationKarolinska InstitutetStockholmSweden
- Sachs’ Children and Youth HospitalStockholmSweden
- Department of MedicineClinical Epidemiological UnitKarolinska InstitutetStockholmSweden
| | - J. Ludvigsson
- Division of PaediatricsDepartment of Biomedical and Clinical SciencesLinköping UniversityLinköpingSweden
- Crown Princess Victoria Children’s HospitalLinköpingSweden
| | - A.‐M. Svensson
- Department of Molecular and Clinical MedicineInstitute of MedicineUniversity of GothenburgGothenburgSweden
- Centre of Registers in Region Västra GötalandGothenburgSweden
| | - M. Lind
- Department of Molecular and Clinical MedicineInstitute of MedicineUniversity of GothenburgGothenburgSweden
- Department of MedicineNU Hospital GroupUddevallaSweden
| | - M. Andersson Franko
- From theDepartment of Clinical Science and EducationKarolinska InstitutetStockholmSweden
| | - T. Nyström
- From theDepartment of Clinical Science and EducationKarolinska InstitutetStockholmSweden
| |
Collapse
|
24
|
Redondo MJ, Libman I, Maahs DM, Lyons SK, Saraco M, Reusch J, Rodriguez H, DiMeglio LA. The Evolution of Hemoglobin A 1c Targets for Youth With Type 1 Diabetes: Rationale and Supporting Evidence. Diabetes Care 2021; 44:301-312. [PMID: 33431422 PMCID: PMC7818324 DOI: 10.2337/dc20-1978] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 11/08/2020] [Indexed: 02/03/2023]
Abstract
The American Diabetes Association 2020 Standards of Medical Care in Diabetes (Standards of Care) recommends a hemoglobin A1c (A1C) of <7% (53 mmol/mol) for many children with type 1 diabetes (T1D), with an emphasis on target personalization. A higher A1C target of <7.5% may be more suitable for youth who cannot articulate symptoms of hypoglycemia or have hypoglycemia unawareness and for those who do not have access to analog insulins or advanced diabetes technologies or who cannot monitor blood glucose regularly. Even less stringent A1C targets (e.g., <8%) may be warranted for children with a history of severe hypoglycemia, severe morbidities, or short life expectancy. During the "honeymoon" period and in situations where lower mean glycemia is achievable without excessive hypoglycemia or reduced quality of life, an A1C <6.5% may be safe and effective. Here, we provide a historical perspective of A1C targets in pediatrics and highlight evidence demonstrating detrimental effects of hyperglycemia in children and adolescents, including increased likelihood of brain structure and neurocognitive abnormalities, microvascular and macrovascular complications, long-term effects, and increased mortality. We also review data supporting a decrease over time in overall severe hypoglycemia risk for youth with T1D, partly associated with the use of newer insulins and devices, and weakened association between lower A1C and severe hypoglycemia risk. We present common barriers to achieving glycemic targets in pediatric diabetes and discuss some strategies to address them. We aim to raise awareness within the community on Standards of Care updates that impact this crucial goal in pediatric diabetes management.
Collapse
Affiliation(s)
- Maria J Redondo
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | - Ingrid Libman
- Division of Pediatric Endocrinology, Diabetes and Metabolism, UPMC Children's Hospital of Pittsburgh, Pittsburgh, PA
| | - David M Maahs
- Division of Pediatric Endocrinology and Diabetes, Stanford University, Stanford, CA
- Stanford Diabetes Research Center, Stanford University, Stanford, CA
- Health Research and Policy (Epidemiology), Stanford University, Stanford, CA
| | - Sarah K Lyons
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX
| | | | - Jane Reusch
- University of Colorado and Rocky Mountain Regional VA Medical Center, Aurora, CO
| | - Henry Rodriguez
- USF Diabetes and Endocrinology Section, University of South Florida, Tampa, FL
| | - Linda A DiMeglio
- Division of Pediatric Endocrinology and Diabetology and Wells Center for Pediatric Research, Indiana University School of Medicine, Indianapolis, IN
| |
Collapse
|
25
|
Dejkhamron P, Santiprabhob J, Likitmaskul S, Deerochanawong C, Rawdaree P, Tharavanij T, Reutrakul S, Kongkanka C, Suprasongsin C, Numbenjapon N, Sahakitrungruang T, Lertwattanarak R, Engkakul P, Sriwijitkamol A, Korwutthikulrangsri M, Leelawattana R, Phimphilai M, Potisat S, Khananuraksa P, Nopmaneejumruslers C, Nitiyanant W. Type 1 diabetes management and outcomes: A multicenter study in Thailand. J Diabetes Investig 2020; 12:516-526. [PMID: 32815278 PMCID: PMC8015826 DOI: 10.1111/jdi.13390] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 06/30/2020] [Accepted: 08/13/2020] [Indexed: 12/11/2022] Open
Abstract
Aims/Introduction The Thai Type 1 Diabetes and Diabetes Diagnosed Before Age 30 Years Registry, Care and Network was established in 2014 and involved 31 hospitals. The objective of the registry was to evaluate glycemic control and complications of patients with type 1 diabetes. Materials and Methods Patients’ demographics, clinical data, frequencies of daily self‐monitoring of blood glucose (SMBG), glycemic control and complications were collected. Results Among the 1,907 type 1 diabetes patients, the mean age was 21.2 ± 11.3 years. The mean glycated hemoglobin level was 9.35 ± 2.41%, with significant variations among age groups (P < 0.001). Conventional insulin treatment and intensive insulin treatment were used in 43 and 57% of patients, respectively. Mean glycated hemoglobin levels were significantly higher in patients treated with conventional insulin treatment compared to those treated with intensive insulin treatment (9.63 ± 2.34 vs 9.17 ± 2.46%, P = 0.002). Compared to the conventional insulin treatment group, significantly more patients in the intensive insulin treatment group achieved good glycemic control (P < 0.001), and fewer had diabetic retinopathy (P = 0.031). The prevalence of microvascular complications increased significantly with age (P < 0.001). Multivariate analysis showed good glycemic control to be associated with age 25 to <45 years, intensive insulin treatment with SMBG three or more times daily and diabetes duration of 1 to <5 years. Conclusions Most Thai type 1 diabetes patients were not meeting the recommended glycemic target. As a result of this study, the national program to improve the quality of diabetes treatment and education has been implemented, and the results are ongoing.
Collapse
Affiliation(s)
- Prapai Dejkhamron
- Division of Endocrinology and Metabolism, Department of Pediatrics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.,Northern Diabetes Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Jeerunda Santiprabhob
- Siriraj Diabetes Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.,Division of Endocrinology and Metabolism, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Supawadee Likitmaskul
- Siriraj Diabetes Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.,Division of Endocrinology and Metabolism, Department of Pediatrics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chaicharn Deerochanawong
- Division of Endocrinology and Metabolism, Department of Medicine, College of Medicine, Rajavithi Hospital, Rangsit University, Bangkok, Thailand
| | - Petch Rawdaree
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Faculty of Medicine, Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand
| | - Thipaporn Tharavanij
- Endocrine and Metabolism Unit, Department of Internal Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand.,Center of Excellence in Applied Epidemiology, Thammasat University, Bangkok, Thailand
| | - Sirimon Reutrakul
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Chawkaew Kongkanka
- Endocrinology and Metabolism Unit, Department of Pediatrics, Queen Sirikit National Institute of Child Health, Bangkok, Thailand
| | - Chittiwat Suprasongsin
- Research Center, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Nawaporn Numbenjapon
- Division of Endocrinology, Diabetes, and Metabolism, Department of Pediatrics, Phramongkutklao Hospital and College of Medicine, Bangkok, Thailand
| | - Taninee Sahakitrungruang
- Division of Pediatric Endocrinology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Raweewan Lertwattanarak
- Siriraj Diabetes Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.,Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Pontipa Engkakul
- Endocrinology and Metabolism Unit, Department of Pediatrics, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Apiradee Sriwijitkamol
- Siriraj Diabetes Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.,Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Manassawee Korwutthikulrangsri
- Division of Endocrinology and Metabolism, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Rattana Leelawattana
- Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine, Prince of Songkla University, Songkla, Thailand
| | - Mattabhorn Phimphilai
- Northern Diabetes Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.,Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Somkiat Potisat
- Department of Medical Services, Ministry of Public Health, Nonthaburi, Thailand
| | | | | | - Wannee Nitiyanant
- Siriraj Diabetes Center, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand.,Division of Endocrinology and Metabolism, Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | | |
Collapse
|
26
|
Berget C, Lange S, Messer L, Forlenza GP. A clinical review of the t:slim X2 insulin pump. Expert Opin Drug Deliv 2020; 17:1675-1687. [PMID: 32842794 DOI: 10.1080/17425247.2020.1814734] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Insulin pumps are commonly used for intensive insulin therapy to treat type 1 diabetes in adults and youth. Insulin pump technologies have advanced dramatically in the last several years to integrate with continuous glucose monitors (CGM) and incorporate control algorithms. These control algorithms automate some insulin delivery in response to the glucose information received from the CGM to reduce the occurrence of hypoglycemia and hyperglycemia and improve overall glycemic control. The t:slim X2 insulin pump system became commercially available in 2016. It is an innovative insulin pump technology that can be updated remotely by the user to install new software onto the pump device as new technologies become available. Currently, the t:slim X2 pairs with the Dexcom G6 CGM and there are two advanced software options available: Basal-IQ, which is a predictive low glucose suspend (PLGS) technology, and Control-IQ, which is a Hybrid Closed Loop (HCL) technology. This paper will describe the different types of advanced insulin pump technologies, review how the t:slim X2 insulin pump works, and summarize the clinical studies leading to FDA approval and commercialization of the Basal-IQ and Control-IQ technologies.
Collapse
Affiliation(s)
- Cari Berget
- School of Medicine, Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Campus , Aurora, CO, USA
| | - Samantha Lange
- School of Medicine, Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Campus , Aurora, CO, USA
| | - Laurel Messer
- School of Medicine, Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Campus , Aurora, CO, USA
| | - Gregory P Forlenza
- School of Medicine, Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Campus , Aurora, CO, USA
| |
Collapse
|
27
|
Svensson J, Sildorf SM, Bøjstrup J, Kreiner S, Skrivarhaug T, Hanberger L, Petersson C, Åkesson K, Frøisland DH, Chaplin J. The DISABKIDS generic and diabetes-specific modules are valid but not directly comparable between Denmark, Sweden, and Norway. Pediatr Diabetes 2020; 21:900-908. [PMID: 32333631 DOI: 10.1111/pedi.13036] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 03/31/2020] [Accepted: 04/06/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND/OBJECTIVES Government guidance promote benchmarking comparing quality of care including both clinical values and patient reported outcome measures in young persons with type 1 diabetes. The aim was to test if the Nordic DISABKIDS health-related quality of life (HrQoL) modules were construct valid and measurement comparable within the three Nordic countries. METHODS Data from three DISABKIDS validation studies in Sweden, Denmark, and Norway were compared using Rasch and the graphical log-linear Rasch modeling. Monte Carlo methods were used to estimate reliability coefficient and target was defined as the point with the lowest SE of the mean. Self-report data were available from 99 Danish (8-18 years), 103 Norwegian (7-19 years), and 131 Swedish (8-18 years) young people. RESULTS For the DISABKIDS higher scores on most subscales were noted in the Norwegian population. The Swedish sample had a significantly higher score on the "Diabetes treatment" subscale and scores closer to optimal target than the other countries. For each country, construct validity and sensitivity were acceptable when accounting for differential item function (DIF) and local dependency (LD). Less LD and DIF were found if only Denmark and Norway were included. The combined model was reliable; however, some differences were noted in the scale translations relating to the stem and response alternatives, which could explain the discrepancies. CONCLUSION The Nordic versions of the DISABKIDS questionnaires measures valid and reliable HrQoL both within and between countries when adjusted for DIF and LD. Adjusting the Likert scales to the same respond categories may improve comparability.
Collapse
Affiliation(s)
- Jannet Svensson
- Pediatric Department, Herlev University Hospital, Herlev, Denmark
| | | | - Julie Bøjstrup
- Pediatric Department, Herlev University Hospital, Herlev, Denmark
| | - Svend Kreiner
- Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences , University of Copenhagen, Copenhagen, Denmark
| | - Torild Skrivarhaug
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, The Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Lena Hanberger
- Division of Nursing Science, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Christina Petersson
- Department of Nursing Sciences, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Karin Åkesson
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.,Department of Pediatrics, Ryhov County Hospital, Jønkøping, Sweden
| | | | - John Chaplin
- Department of Pediatrics, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
28
|
Anderzén J, Hermann JM, Samuelsson U, Charalampopoulos D, Svensson J, Skrivarhaug T, Fröhlich-Reiterer E, Maahs DM, Akesson K, Kapellen T, Fritsch M, Birkebaek NH, Drivvoll AK, Miller K, Stephenson T, Hofer SE, Fredheim S, Kummernes SJ, Foster N, Amin R, Hilgard D, Rami-Merhar B, Dahl-Jørgensen K, Clements M, Hanas R, Holl RW, Warner JT. International benchmarking in type 1 diabetes: Large difference in childhood HbA1c between eight high-income countries but similar rise during adolescence-A quality registry study. Pediatr Diabetes 2020; 21:621-627. [PMID: 32249476 DOI: 10.1111/pedi.13014] [Citation(s) in RCA: 44] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Revised: 03/24/2020] [Accepted: 03/29/2020] [Indexed: 02/04/2023] Open
Abstract
OBJECTIVES To identify differences and similarities in HbA1c levels and patterns regarding age and gender in eight high-income countries. SUBJECTS 66 071 children and adolescents below18 years of age with type 1 diabetes for at least 3 months and at least one HbA1c measurement during the study period. METHODS Pediatric Diabetes Quality Registry data from Austria, Denmark, England, Germany, Norway, Sweden, the United States, and Wales were collected between 2013 and 2014. HbA1c, gender, age, and duration were used in the analysis. RESULTS Distribution of gender and age groups was similar in the eight participating countries. The mean HbA1c varied from 60 to 73 mmol/mol (7.6%-8.8%) between the countries. The increase in HbA1c between the youngest (0-9 years) to the oldest (15-17 years) age group was close to 8 mmol/mol (0.7%) in all countries (P < .001). Females had a 1 mmol/mol (0.1%) higher mean HbA1c than boys (P < .001) in seven out of eight countries. CONCLUSIONS In spite of large differences in the mean HbA1c between countries, a remarkable similarity in the increase of HbA1c from childhood to adolescence was found.
Collapse
Affiliation(s)
- Johan Anderzén
- Department of Paediatrics, County Hospital Ryhov, Jönköping, Sweden
| | - Julia M Hermann
- Institute of Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Ulf Samuelsson
- Department of Clinical and Experimental Medicine, Division of Paediatrics and Diabetes, Research Centre, Linköping University Hospital, Linköping, Sweden
| | | | - Jannet Svensson
- Paediatric Department, CPH-Direct, Herlev University Hospital, Herlev, Denmark
| | - Torild Skrivarhaug
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - David M Maahs
- Division of Pediatric Endocrinology and Stanford Diabetes Research Center, Stanford, California, USA
| | - Karin Akesson
- Department of Paediatrics, County Hospital Ryhov, Jönköping, Sweden.,Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | | | - Maria Fritsch
- Department of Paediatrics, Medical University of Vienna, Vienna, Austria
| | - Niels H Birkebaek
- Department of Paediatrics, Aarhus University Hospital, Aarhus, Denmark
| | - Ann K Drivvoll
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Kellee Miller
- Jaeb Center for Health Research, Tampa, Florida, USA
| | - Terence Stephenson
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | - Sabine E Hofer
- Department of Paediatrics, Medical University of Innsbruck, Innsbruck, Austria
| | - Siri Fredheim
- Paediatric Department, CPH-Direct, Herlev University Hospital, Herlev, Denmark
| | - Siv J Kummernes
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Nicole Foster
- Jaeb Center for Health Research, Tampa, Florida, USA
| | - Rakesh Amin
- Great Ormond Street Institute of Child Health, University College London, London, UK
| | | | - Birgit Rami-Merhar
- Department of Paediatrics, Medical University of Vienna, Vienna, Austria
| | - Knut Dahl-Jørgensen
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Mark Clements
- Children's Mercy Hospital, Kansas City, Missouri, USA.,University of Missouri, Kansas City, Missouri, USA.,University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Ragnar Hanas
- Department of Paediatrics, NU Hospital Group, Uddevalla, Sweden and the Sahlgrenska Academy, Institute of Clinical Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, ZIBMT, Ulm University, Ulm, Germany.,German Center for Diabetes Research (DZD), München-Neuherberg, Germany
| | - Justin T Warner
- Department of Paediatric Endocrinology and Diabetes, Children's Hospital for Wales, Cardiff, UK
| |
Collapse
|
29
|
Šumník Z, Venháčová J, Škvor J, Pomahačová R, Konečná P, Neumann D, Vosáhlo J, Strnadel J, Čížek J, Obermannová B, Petruželková L, Průhová Š, Pavlíková M, Cinek O. Five years of improving diabetes control in Czech children after the establishment of the population-based childhood diabetes register ČENDA. Pediatr Diabetes 2020; 21:77-87. [PMID: 31605416 DOI: 10.1111/pedi.12929] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/03/2018] [Revised: 09/02/2019] [Accepted: 09/18/2019] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES The Czech National Childhood Diabetes Register (ČENDA) is a web-based nationwide database that collects treatment and outcome data in children and adolescents with diabetes. Here, we present data from the first 5 years of ČENDA (2013-2017). METHODS Data include characteristics of disease onset and annual summaries of key clinical care parameters from every patient treated by participating pediatric diabetes outpatient clinics. RESULTS The database contains data of 4361 children (aged 0-19 years) from 52 centers (85% of all Czech pediatric patients). Of these, 94% had type 1 diabetes (T1D), 4.5% had genetically proven monogenic or secondary, and 1.5% had type 2 diabetes. In children with T1D, median glycated hemoglobin (HbA1c) decreased throughout the observed period from 66.3 to 61.0 mmol/mol (P < .0001, 95% confidence interval [CI] for change -5.6 to -4 mmol/mol). Consequently, the proportion of children reaching the target therapeutic goal of 58.5 mmol/mol increased from 28% in 2013 to 40% in 2017. The proportion of children treated with insulin pumps (CSII) remained stable over the observed period (25%). In a subanalysis of 1602 patients (long-standing T1D diagnosed before 2011), the main predictors associated with lower HbA1c were treatment with CSII, male sex and care provided at a large diabetes center (>100 patients). CONCLUSIONS A significant continuous decrease in HbA1c was observed in Czech children over the past 5 years. As this improvement was not accompanied by appreciable changes in the mode of therapy, we assume that the establishment of our nationwide register has itself constituted a stimulus towards improvement in the care process.
Collapse
Affiliation(s)
- Zdeněk Šumník
- Department of Pediatrics, Motol University Hospital and Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Jitřenka Venháčová
- Department of Pediatrics, University Hospital Olomouc, Olomouc, Czech Republic
| | - Jaroslav Škvor
- Department of Pediatrics, Masaryk Hospital, Ústí nad Labem, Ústí nad Labem, Czech Republic
| | - Renata Pomahačová
- Department of Pediatrics, University Hospital Pilsen, Pilsen, Czech Republic
| | - Petra Konečná
- Department of Pediatrics, University Hospital Brno, Brno, Czech Republic
| | - David Neumann
- Department of Pediatrics, University Hospital, Hradec Králové, Czech Republic
| | - Jan Vosáhlo
- Department of Pediatrics, 3rd Faculty of Medicine, Prague, Czech Republic
| | - Jiří Strnadel
- Department of Pediatrics, University Hospital Ostrava, Ostrava, Czech Republic
| | - Jindřich Čížek
- Department of Pediatrics, Hospital České Budějovice, České Budějovice, Czech Republic
| | - Barbora Obermannová
- Department of Pediatrics, Motol University Hospital and Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Lenka Petruželková
- Department of Pediatrics, Motol University Hospital and Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Štěpánka Průhová
- Department of Pediatrics, Motol University Hospital and Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | - Markéta Pavlíková
- Department of Probability and Mathematical Statistics, Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic
| | - Ondřej Cinek
- Department of Pediatrics, Motol University Hospital and Charles University, 2nd Faculty of Medicine, Prague, Czech Republic
| | | |
Collapse
|
30
|
Prahalad P, Zaharieva DP, Addala A, New C, Scheinker D, Desai M, Hood KK, Maahs DM. Improving Clinical Outcomes in Newly Diagnosed Pediatric Type 1 Diabetes: Teamwork, Targets, Technology, and Tight Control-The 4T Study. Front Endocrinol (Lausanne) 2020; 11:360. [PMID: 32733375 PMCID: PMC7363838 DOI: 10.3389/fendo.2020.00360] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 05/07/2020] [Indexed: 12/12/2022] Open
Abstract
Many youth with type 1 diabetes (T1D) do not achieve hemoglobin A1c (HbA1c) targets. The mean HbA1c of youth in the USA is higher than much of the developed world. Mean HbA1c in other nations has been successfully modified following benchmarking and quality improvement methods. In this review, we describe the novel 4T approach-teamwork, targets, technology, and tight control-to diabetes management in youth with new-onset T1D. In this program, the diabetes care team (physicians, nurse practitioners, certified diabetes educators, dieticians, social workers, psychologists, and exercise physiologists) work closely to deliver diabetes education from diagnosis. Part of the education curriculum involves early integration of technology, specifically continuous glucose monitoring (CGM), and developing a curriculum around using the CGM to maintain tight control and optimize quality of life.
Collapse
Affiliation(s)
- Priya Prahalad
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
- *Correspondence: Priya Prahalad
| | - Dessi P. Zaharieva
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Ananta Addala
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Christin New
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - David Scheinker
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
- Department of Management Science and Engineering, Stanford University, Stanford, CA, United States
| | - Manisha Desai
- Quantitative Sciences Unit, Division of Biomedical Informatics Research, Stanford University, Stanford, CA, United States
- Stanford Diabetes Research Center, Stanford, CA, United States
| | - Korey K. Hood
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
- Stanford Diabetes Research Center, Stanford, CA, United States
| | - David M. Maahs
- Division of Endocrinology, Department of Pediatrics, Stanford University, Stanford, CA, United States
- Stanford Diabetes Research Center, Stanford, CA, United States
| |
Collapse
|
31
|
Shulman R, Zenlea I, Shah BR, Clarson C, Harrington J, Landry A, Punthakee Z, Palmert MR, Mukerji G, Austin PC, Parsons J, Ivers N. Testing an audit and feedback-based intervention to improve glycemic control after transfer to adult diabetes care: protocol for a quasi-experimental pre-post design with a control group. BMC Health Serv Res 2019; 19:885. [PMID: 31766999 PMCID: PMC6878686 DOI: 10.1186/s12913-019-4690-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2019] [Accepted: 10/28/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND When young adults transfer from pediatric to adult diabetes care they are at risk for deterioration of glycemic control, putting them at an increased risk of developing both acute and chronic complications. Despite increased awareness of these risks, there are gaps in care delivery during this vulnerable time and variability in the implementation of recommended transition practice. Audit and feedback (AF) interventions have a positive but variable effect on implementation of best practices. An expert group identified specific suggestions for optimizing the effectiveness of AF interventions. We aim to test an AF-based intervention incorporating these specific suggestions to improve transition practices and glycemic control in the first year after transfer from pediatric to adult diabetes care. METHODS This is a pragmatic quasi-experimental study; a series of three cohort studies (pre-implementation, early-implementation, and post-implementation) to compare the baseline adjusted hemoglobin A1c (HbA1c) in the 12 months after the final pediatric visit in five pediatric diabetes centres within the Ontario Pediatric Diabetes Network in Ontario, Canada. The intervention includes three components: 1) centre-level feedback reports compiling data from chart abstraction, linked provincial administrative datasets, and patient-reported experience measures; 2) webinars for facilitated conversations/coaching about the feedback; and 3) online repository of curated transition resources for providers. The primary outcome will be analyzed using a multivariable linear regression model. We will conduct a qualitative process evaluation to understand intervention fidelity and to provide insight into the mechanisms of action of our results. DISCUSSION There is a need to develop an innovative system-level approach to improve outcomes and the quality of care for young adults with type 1 diabetes during the vulnerable time when they transfer to adult care. Our research team, a collaboration of health services, implementation science, and quality improvement researchers, are designing, implementing, and evaluating an AF-based intervention using recommendations about how to optimize effectiveness. This knowledge will be generalizable to other care networks that aim to deliver uniformly high-quality care in diverse care settings. TRIAL REGISTRATION ClinicalTrials.gov NCT03781973. Registered 13 December 2018. Date of enrolment of the first participant to the trial: June 1, 2019.
Collapse
Affiliation(s)
- Rayzel Shulman
- Division of Endocrinology, The Hospital for Sick Children, Toronto, ON, Canada. .,SickKids Research Institute, Toronto, Canada. .,ICES, Toronto, Canada. .,Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada. .,Department of Pediatrics, University of Toronto, Toronto, Canada.
| | - Ian Zenlea
- Institute for Better Health, Trillium Health Partners, Missisauga, Canada
| | - Baiju R Shah
- ICES, Toronto, Canada.,Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,Department of Medicine, University of Toronto, Toronto, Canada.,Department of Medicine, Sunnybrook Health Sciences Centre, Toronto, Canada
| | - Cheril Clarson
- Children's Hospital, London Health Sciences Centre, London, Ontario, Canada.,Lawson Health Research Institute, London, Ontario, Canada
| | - Jennifer Harrington
- Division of Endocrinology, The Hospital for Sick Children, Toronto, ON, Canada.,Department of Pediatrics, University of Toronto, Toronto, Canada
| | - Alanna Landry
- Division of Endocrinology, The Hospital for Sick Children, Toronto, ON, Canada.,Markham Stouffville Hospital, Markham, Canada
| | | | - Mark R Palmert
- Division of Endocrinology, The Hospital for Sick Children, Toronto, ON, Canada.,SickKids Research Institute, Toronto, Canada.,Department of Pediatrics, University of Toronto, Toronto, Canada.,Department of Physiology, University of Toronto, Toronto, Ontario, Canada
| | - Geetha Mukerji
- Department of Medicine, University of Toronto, Toronto, Canada.,Women's College Institute for Health System Solutions and Virtual Care, Toronto, Ontario, Canada
| | - Peter C Austin
- ICES, Toronto, Canada.,Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Janet Parsons
- Applied Health Research Centre, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Ontario, Canada.,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada
| | - Noah Ivers
- ICES, Toronto, Canada.,Institute for Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada.,Women's College Institute for Health System Solutions and Virtual Care, Toronto, Ontario, Canada.,Department of Family Medicine, Women's College Hospital, University of Toronto, Toronto, Canada
| |
Collapse
|
32
|
Lind M, Pivodic A, Svensson AM, Ólafsdóttir AF, Wedel H, Ludvigsson J. HbA 1c level as a risk factor for retinopathy and nephropathy in children and adults with type 1 diabetes: Swedish population based cohort study. BMJ 2019; 366:l4894. [PMID: 31462492 PMCID: PMC6712507 DOI: 10.1136/bmj.l4894] [Citation(s) in RCA: 95] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To evaluate if the lowest target level for glycated haemoglobin (HbA1c) of <6.5% is associated with lower risk for retinopathy and nephropathy than less tight control in children and adults with type 1 diabetes. DESIGN Population based cohort study. SETTING Swedish National Diabetes Registry, 1 January 1998 to 31 December 2017. PARTICIPANTS 10 398 children and adults with type 1 diabetes followed from diagnosis, or close thereafter, until end of 2017. MAIN OUTCOME MEASURES Relative risk (odds ratios) for retinopathy and nephropathy for different mean levels of HbA1c. RESULTS Mean age of participants was 14.7 years (43.4% female), mean duration of diabetes was 1.3 years, and mean HbA1c level was 8.0% (63.4 mmol/mol). After adjustment for age, sex, duration of diabetes, blood pressure, blood lipid levels, body mass index, and smoking, the odds ratio for mean HbA1c <6.5% (<48 mmol/mol) compared with 6.5-6.9% (48-52 mmol/mol) for any retinopathy (simplex or worse) was 0.77 (95% confidence interval 0.56 to 1.05, P=0.10), for preproliferative diabetic retinopathy or worse was 3.29 (0.99 to 10.96, P=0.05), for proliferative diabetic retinopathy was 2.48 (0.71 to 8.62, P=0.15), for microalbuminuria or worse was 0.98 (0.60 to 1.61, P=0.95), and for macroalbuminuria was 2.47 (0.69 to 8.87, P=0.17). Compared with HbA1c levels 6.5-6.9%, HbA1c levels 7.0-7.4% (53-57 mmol/mol) were associated with an increased risk of any retinopathy (1.31, 1.05 to 1.64, P=0.02) and microalbuminuria (1.55, 1.03 to 2.32, P=0.03). The risk for proliferative retinopathy (5.98, 2.10 to 17.06, P<0.001) and macroalbuminuria (3.43, 1.14 to 10.26, P=0.03) increased at HbA1c levels >8.6% (>70 mmol/mol). The risk for severe hypoglycaemia was increased at mean HbA1c <6.5% compared with 6.5-6.9% (relative risk 1.34, 95% confidence interval 1.09 to 1.64, P=0.005). CONCLUSIONS Risk of retinopathy and nephropathy did not differ at HbA1c levels <6.5% but increased for severe hypoglycaemia compared with HbA1c levels 6.5-6.9%. The risk for severe complications mainly occurred at HbA1c levels >8.6%, but for milder complications was increased at HbA1c levels >7.0%.
Collapse
Affiliation(s)
- Marcus Lind
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, NU Hospital Group, Uddevalla, Sweden
| | | | - Ann-Marie Svensson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
- Centre of Registers in Region Västra Götaland, Sweden
| | - Arndis F Ólafsdóttir
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Gothenburg, Sweden
- Department of Medicine, NU Hospital Group, Uddevalla, Sweden
| | - Hans Wedel
- Department of Health Metrics, Sahlgrenska Academy, University of Gothenburg, Sweden
| | - Johnny Ludvigsson
- Division of Paediatrics, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Crown Princess Victoria Children's Hospital, Region Östergötland, Linköping, Sweden
| |
Collapse
|
33
|
Tiberg I, Hansson H, Hallström I, Carlsson A. Implementation of discharge recommendations in type 1 diabetes depends on specialist nurse follow-up. Acta Paediatr 2019; 108:1515-1520. [PMID: 30565294 DOI: 10.1111/apa.14704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Revised: 12/13/2018] [Accepted: 12/14/2018] [Indexed: 11/28/2022]
Abstract
AIM This paper presents an implementation study following previous research including a randomised controlled trial (RCT) of hospital-based home care (HBHC), referring to specialist care in a home-based setting. The aim was to evaluate whether the effects sustained when rolled out into wider practice. METHODS In 2013-2014, 42 children newly diagnosed type 1 diabetes were included in the study at a university hospital in Sweden and followed for two years. Measurements of child safety, effects of services, resource use and service quality were included. Descriptive statistics were used to present the results and then discussed in relation to the same intervention of HBHC previously evaluated in an RCT. RESULTS Shorter in-hospital stay was partially implemented but increased support after discharge by the diabetes nurse was not. The results indicated that the implemented HBHC was equally effective in terms of child outcomes two years from diagnosis but less effective in terms of parents' outcome. The results furthermore indicated that the quality of services decreased. CONCLUSION The suggested overall conclusion was that the implemented HBHC services were safe but had become less effective, at least in relation to the HBHC provided under controlled circumstances.
Collapse
Affiliation(s)
- I Tiberg
- Department of Health Sciences; Lund University; Lund Sweden
| | - H Hansson
- Pediatrics and Adolescent Medicine; The Juliane Marie Centre; The University Hospital; Copenhagen Rigshospitalet; Copenhagen Denmark
| | - I Hallström
- Department of Health Sciences; Lund University; Lund Sweden
| | - A Carlsson
- Department of Paediatrics; Skåne University Hospital in Lund; Lund Sweden
| |
Collapse
|
34
|
Ogle GD, von Oettingen JE, Middlehurst AC, Hanas R, Orchard TJ. Levels of type 1 diabetes care in children and adolescents for countries at varying resource levels. Pediatr Diabetes 2019; 20:93-98. [PMID: 30471084 DOI: 10.1111/pedi.12801] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Revised: 11/14/2018] [Accepted: 11/15/2018] [Indexed: 12/16/2022] Open
Abstract
Optimal care for children and adolescents with type 1 diabetes is well described in guidelines, such as those of the International Society for Pediatric and Adolescent Diabetes. High-income countries can usually provide this, but the cost of this care is generally prohibitive for lower-income countries. Indeed, in most of these countries, very little care is provided by government health systems, resulting in high mortality, and high complications rates in those who do survive. As lower-income countries work toward establishing guidelines-based care, it is helpful to describe the levels of care that are potentially affordable, cost-effective, and result in substantially improved clinical outcomes. We have developed a levels of care concept with three tiers: "minimal care," "intermediate care," and "comprehensive (guidelines-based) care." Each tier contains levels, which describe insulin and blood glucose monitoring regimens, requirements for hemoglobin A1c (HbA1c) testing, complications screening, diabetes education, and multidisciplinary care. The literature provides various examples at each tier, including from countries where the life for a child and the changing diabetes in children programs have assisted local diabetes centres to introduce intermediate care. Intra-clinic mean HbA1c levels range from 12.0% to 14.0% (108-130 mmol/mol) for the most basic level of minimal care, 8.0% to 9.5% (64-80 mmol/mol) for intermediate care, and 6.9% to 8.5% (52-69 mmol/mol) for comprehensive care. Countries with sufficient resources should provide comprehensive care, working to ensure that it is accessible by all in need, and that resulting HbA1c levels correspond with international recommendations. All other countries should provide Intermediate care, while working toward the provision of comprehensive care.
Collapse
Affiliation(s)
- Graham D Ogle
- Life for a Child Program, Sydney, New South Wales, Australia.,Diabetes NSW & ACT, Sydney, New South Wales, Australia
| | | | - Angela C Middlehurst
- Life for a Child Program, Sydney, New South Wales, Australia.,Diabetes NSW & ACT, Sydney, New South Wales, Australia
| | - Ragnar Hanas
- Life for a Child Program, Sydney, New South Wales, Australia.,Sahlgrenska Academy, University of Gothenburg, Institute of Clinical Sciences and Department of Pediatrics, NU Hospital Group, Uddevalla Hospital, Gothenburg, Sweden
| | - Trevor J Orchard
- Life for a Child Program, Sydney, New South Wales, Australia.,Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
| |
Collapse
|
35
|
Burry E, Ivers N, Mahmud FH, Shulman R. Interventions using pediatric diabetes registry data for quality improvement: A systematic review. Pediatr Diabetes 2018; 19:1249-1256. [PMID: 29877012 DOI: 10.1111/pedi.12699] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2018] [Revised: 05/30/2018] [Accepted: 05/31/2018] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Diabetes registries contain vast amounts of data that can be used for quality improvement (QI) and are foundational elements of learning health systems; infrastructure to share data, create knowledge rapidly and inform decisions to improve health outcomes. QI interventions using adult diabetes registries are associated with improved glycemic control, complication screening rates, and reduced hospitalizations; pediatric data are limited. OBJECTIVE To evaluate the effects of QI strategies that use pediatric diabetes registry data on care processes, organization of care, and patient outcomes. METHODS We searched MEDLINE, EMBASE, Web of Science, Cochrane Central Register of Controlled Trials, Google, Google Scholar, Directory of Open Access Journals, and diabetes registry websites for studies that evaluated the impact of QI interventions on diabetes care processes, care organization, or patient outcomes, using pediatric diabetes registry data. Two reviewers independently assessed eligibility, extracted data and assessed the risk of bias. RESULTS Twelve studies were included. Most interventions targeted health-care providers and evaluated effects on patient outcomes. Five of nine studies that evaluated hemoglobin A1c found improvements of 0.26% to 0.85% (2.8-9.3 mmol/mol) while four found no difference. Many report positive effects on care processes or organization. Study data could not be combined because of variable study design and outcome measures. Included studies represent a minority of existing registries. CONCLUSIONS Pediatric diabetes registries are underused for QI and may facilitate improved care and outcomes. Existing vast amount of pediatric registry data could be used to foster the development of learning health systems and to improve diabetes care and outcomes.
Collapse
Affiliation(s)
- Erica Burry
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Noah Ivers
- Department of Family Medicine, Women's College Hospital, University of Toronto, Toronto, Canada
| | - Farid H Mahmud
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada
| | - Rayzel Shulman
- Division of Endocrinology, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Canada.,SickKids Research Institute, Toronto, Canada
| |
Collapse
|
36
|
Pihoker C, Forsander G, Fantahun B, Virmani A, Corathers S, Benitez-Aguirre P, Fu J, Maahs DM. ISPAD Clinical Practice Consensus Guidelines 2018: The delivery of ambulatory diabetes care to children and adolescents with diabetes. Pediatr Diabetes 2018; 19 Suppl 27:84-104. [PMID: 30144259 DOI: 10.1111/pedi.12757] [Citation(s) in RCA: 72] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 07/10/2018] [Indexed: 12/14/2022] Open
Affiliation(s)
- Catherine Pihoker
- Department of Pediatrics, University of Washington, Seattle, Washington
| | - Gun Forsander
- Division of Diabetes, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg and The Queen Silvia Children's Hospital, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Bereket Fantahun
- Department of Pediatrics and Child Health at Saint Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia
| | - Anju Virmani
- Department of Pediatrics, Max, Pentamed and SL Jain Hospitals, Delhi, India
| | - Sarah Corathers
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, Ohio
| | - Paul Benitez-Aguirre
- Sydney Medical School, Discipline of Child & Adolescent Health, The Children's Hospital at Westmead Clinical School Children's Hospital, Westmead, New South Wales, Australia
| | - Junfen Fu
- Children's Hospital of Zhejiang University School of Medicine, Hangzhou, China
| | - David M Maahs
- Department of Pediatrics, Stanford University, Stanford, California
| |
Collapse
|
37
|
Charalampopoulos D, Hermann JM, Svensson J, Skrivarhaug T, Maahs DM, Akesson K, Warner JT, Holl RW, Birkebæk NH, Drivvoll AK, Miller KM, Svensson AM, Stephenson T, Hofer SE, Fredheim S, Kummernes SJ, Foster N, Hanberger L, Amin R, Rami-Merhar B, Johansen A, Dahl-Jørgensen K, Clements M, Hanas R. Exploring Variation in Glycemic Control Across and Within Eight High-Income Countries: A Cross-sectional Analysis of 64,666 Children and Adolescents With Type 1 Diabetes. Diabetes Care 2018; 41:1180-1187. [PMID: 29650804 PMCID: PMC5961394 DOI: 10.2337/dc17-2271] [Citation(s) in RCA: 76] [Impact Index Per Article: 10.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Accepted: 02/27/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE International studies on childhood type 1 diabetes (T1D) have focused on whole-country mean HbA1c levels, thereby concealing potential variations within countries. We aimed to explore the variations in HbA1c across and within eight high-income countries to best inform international benchmarking and policy recommendations. RESEARCH DESIGN AND METHODS Data were collected between 2013 and 2014 from 64,666 children with T1D who were <18 years of age across 528 centers in Germany, Austria, England, Wales, U.S., Sweden, Denmark, and Norway. We used fixed- and random-effects models adjusted for age, sex, diabetes duration, and minority status to describe differences between center means and to calculate the proportion of total variation in HbA1c levels that is attributable to between-center differences (intraclass correlation [ICC]). We also explored the association between within-center variation and children's glycemic control. RESULTS Sweden had the lowest mean HbA1c (59 mmol/mol [7.6%]) and together with Norway and Denmark showed the lowest between-center variations (ICC ≤4%). Germany and Austria had the next lowest mean HbA1c (61-62 mmol/mol [7.7-7.8%]) but showed the largest center variations (ICC ∼15%). Centers in England, Wales, and the U.S. showed low-to-moderate variation around high mean values. In pooled analysis, differences between counties remained significant after adjustment for children characteristics and center effects (P value <0.001). Across all countries, children attending centers with more variable glycemic results had higher HbA1c levels (5.6 mmol/mol [0.5%] per 5 mmol/mol [0.5%] increase in center SD of HbA1c values of all children attending a specific center). CONCLUSIONS At similar average levels of HbA1c, countries display different levels of center variation. The distribution of glycemic achievement within countries should be considered in developing informed policies that drive quality improvement.
Collapse
Affiliation(s)
| | - Julia M Hermann
- Institute of Epidemiology and Medical Biometry, Zentralinstitut für Biomedizinische Technik, Ulm University, Ulm, Germany.,German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Jannet Svensson
- CPH-Direct, Pediatric Department, Herlev University Hospital, Herlev, Denmark
| | - Torild Skrivarhaug
- Norwegian Childhood Diabetes Registry, Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | - David M Maahs
- Department of Pediatrics, Stanford University, Stanford, CA
| | - Karin Akesson
- Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - Justin T Warner
- Department of Paediatric Endocrinology and Diabetes, Children's Hospital for Wales, Cardiff, U.K
| | - Reinhard W Holl
- Institute of Epidemiology and Medical Biometry, Zentralinstitut für Biomedizinische Technik, Ulm University, Ulm, Germany.,German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Niels H Birkebæk
- Department of Pediatrics, Aarhus University Hospital, Aarhus, Denmark
| | - Ann K Drivvoll
- Norwegian Childhood Diabetes Registry, Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | | | | | - Terence Stephenson
- UCL Great Ormond Street Institute of Child Health, University College London, London, U.K
| | - Sabine E Hofer
- Department of Pediatrics 1, Medical University of Innsbruck, Innsbruck, Austria
| | - Siri Fredheim
- CPH-Direct, Pediatric Department, Herlev University Hospital, Herlev, Denmark
| | - Siv J Kummernes
- Norwegian Childhood Diabetes Registry, Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway
| | | | - Lena Hanberger
- Division of Nursing, Department of Medicine and Health Sciences, Linköping University, Linköping, Sweden
| | - Rakesh Amin
- UCL Great Ormond Street Institute of Child Health, University College London, London, U.K
| | - Birgit Rami-Merhar
- Department of Pediatric and Adolescent Medicine, Medical University Vienna, Wien, Austria
| | - Anders Johansen
- Department of Growth and Reproduction, Copenhagen University, Rigshospitalet, Copenhagen, Denmark
| | - Knut Dahl-Jørgensen
- Division of Paediatric and Adolescent Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Mark Clements
- Children's Mercy Hospital, Kansas City, MO.,University of Missouri-Kansas City, Kansas City, MO.,University of Kansas Medical Center, Kansas City, KS
| | - Ragnar Hanas
- Department of Pediatrics, NU Hospital Group, Uddevalla, Sweden.,Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| |
Collapse
|
38
|
Warner JT. Highs and lows of diabetic care: lessons from a national audit. Arch Dis Child 2018; 103:121-124. [PMID: 28912164 DOI: 10.1136/archdischild-2016-311373] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Revised: 08/17/2017] [Accepted: 08/19/2017] [Indexed: 11/04/2022]
|