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Tung JYL, Kwan EYW, But BWM, Wong WHS, Fu ACC, Pang G, Tsang JWY, Yau HC, Belaramani K, Wong LM, Wong SMY, Lo P, Ng KL, Yeung WKY, Chan KT, Chan AMK, Wong SWC, Tay MK, Chung J, Lee CY, Lam YY, Cheung PT. Increasing incidence of type 1 diabetes among Hong Kong children and adolescents: The Hong Kong Childhood Diabetes Registry 2008 to 2017. Pediatr Diabetes 2020; 21:713-719. [PMID: 32267057 DOI: 10.1111/pedi.13016] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2019] [Revised: 03/09/2020] [Accepted: 03/29/2020] [Indexed: 01/15/2023] Open
Abstract
OBJECTIVE The incidence of childhood-onset type 1 diabetes (T1D) has been reported to be rising but there is also evidence that it has been attenuated in recent years. We described the time trends and the incidence of T1D in children in Hong Kong from 2008 to 2017 and compared with the previous local registry in 1997 to 2007. METHODS Data were extracted from the Hong Kong Childhood Diabetes Registry, which was established in 2016. It consists of a retrospective registry (including all childhood diabetes diagnosed in 2008 to 2015) and a prospective registry (including all T1D children diagnosed from 2016 onwards). All T1D children diagnosed at the age of less than 18 years from 1 January 2008 to 31 December 2017 and managed in the public system were included in this study. RESULTS For the incident years in the 2008 to 2017 period, a total of 498 children with T1D was identified. The crude incidence rate was 4.3 per 100 000 person/year (95% confidence interval 3.96-4.72), which was much higher than the last registry of 2.2 per 100 000 persons/year. Using general linear model, the increment is statistically significant (P = .02). When compared to the last registry, the rate of increment had attenuated, with annual increment in crude incidence in the two periods for T1D <15 years changing from 4.3% to 3.5% (P = .02). CONCLUSIONS The incidence of T1D children increased significantly in the past two decades in Hong Kong, but the rate of increase had attenuated in recent years.
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Affiliation(s)
- Joanna Yuet-Ling Tung
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China.,Department of Paediatrics, Hong Kong Children's Hospital, Hong Kong, China
| | - Elaine Yin-Wai Kwan
- Department of Paediatrics, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Betty Wai-Man But
- Department of Paediatrics, Queen Elizabeth Hospital, Hong Kong, China
| | - Wilfred Hing-Sang Wong
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | | | - Gloria Pang
- Department of Paediatrics, Princess Margaret Hospital, Hong Kong, China
| | | | - Ho-Chung Yau
- Department of Paediatrics, Prince of Wales Hospital, Hong Kong, China
| | | | - Lap-Ming Wong
- Department of Paediatrics, Tuen Mun Hospital, Hong Kong, China
| | | | - Priscilla Lo
- Department of Paediatrics, United Christian Hospital, Hong Kong, China
| | - Kwok-Leung Ng
- Department of Paediatrics, United Christian Hospital, Hong Kong, China
| | - Wilson Kwan-Yee Yeung
- Department of Paediatrics, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Kwong-Tat Chan
- Department of Paediatrics, Pamela Youde Nethersole Eastern Hospital, Hong Kong, China
| | - Angela Mo-Kit Chan
- Department of Paediatrics, Alice Ho Miu Ling Nethersole Hospital, Hong Kong, China
| | - Sammy Wai-Chun Wong
- Department of Paediatrics, Alice Ho Miu Ling Nethersole Hospital, Hong Kong, China
| | - Ming-Kut Tay
- Department of Paediatrics, Tseung Kwan O Hospital, Hong Kong, China
| | - Jacky Chung
- Department of Paediatrics, Caritas Medical Centre, Hong Kong, China
| | - Ching-Yin Lee
- Department of Paediatrics, Caritas Medical Centre, Hong Kong, China
| | - Yuen-Yu Lam
- Department of Paediatrics, Kwong Wah Hospital, Hong Kong, China
| | - Pik-To Cheung
- Department of Paediatrics and Adolescent Medicine, Queen Mary Hospital, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
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Mobasseri M, Shirmohammadi M, Amiri T, Vahed N, Hosseini Fard H, Ghojazadeh M. Prevalence and incidence of type 1 diabetes in the world: a systematic review and meta-analysis. Health Promot Perspect 2020; 10:98-115. [PMID: 32296622 PMCID: PMC7146037 DOI: 10.34172/hpp.2020.18] [Citation(s) in RCA: 333] [Impact Index Per Article: 83.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2019] [Accepted: 10/26/2019] [Indexed: 12/13/2022] Open
Abstract
Background: Diabetes is referred to a group of diseases characterized by high glucose levels in blood. It is caused by a deficiency in the production or function of insulin or both, which can occur because of different reasons, resulting in protein and lipid metabolic disorders. The aim of this study was to systematically review the prevalence and incidence of type 1 diabetes in the world. Methods: A systematic search of resources was conducted to investigate the prevalence and incidence of type 1 diabetes in the world. The databases of Medline (via PubMed and Ovid),ProQuest, Scopus, and Web of Science from January 1980 to September 2019 were searched to locate English articles. The located articles were screened in multiple levels of title, abstract,and full-text and final studies that met the inclusion criteria were retrieved and included in the study. Results: From 1202 located articles, 193 studies were included in this systematic review. The results of meta-analysis showed that the incidence of type 1 diabetes was 15 per 100,000 people and the prevalence was 9.5% (95% CI: 0.07 to 0.12) in the world, which was statistically significant. Conclusion: According to the results, the incidence and prevalence of type 1 diabetes are increasing in the world. As a result, insulin will be difficult to access and afford, especially in underdeveloped and developing countries.
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Affiliation(s)
- Majid Mobasseri
- Endocrine Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Masoud Shirmohammadi
- Liver and Gastrointestinal Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Tarlan Amiri
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nafiseh Vahed
- Emergency Medicine Research Team, Tabriz University of Medical Sciences, Tabriz, Iran
- Research Center for Evidence-Based Medicine, Iranian EBM Centre: A Joanna Briggs Institute Affiliated Group, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hossein Hosseini Fard
- Research Center for Evidence-Based Medicine, Iranian EBM Centre: A Joanna Briggs Institute Affiliated Group, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Morteza Ghojazadeh
- Research Center for Evidence-Based Medicine, Iranian EBM Centre: A Joanna Briggs Institute Affiliated Group, Tabriz University of Medical Sciences, Tabriz, Iran
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Vojislav C, Natasa R, Milica P, Slobodan A, Radivoj K, Danijela R, Sasa R. Incidence trend of type 1 diabetes mellitus in Serbia. BMC Endocr Disord 2020; 20:34. [PMID: 32151244 PMCID: PMC7063701 DOI: 10.1186/s12902-020-0504-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2019] [Accepted: 02/11/2020] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND The incidence of type 1 diabetes mellitus (T1DM) increased worldwide. The objective of the paper was to compare the incidence trend of T1DM in children and adolescents aged 0-19 and in adults under 30 years of age in Serbia from 2006 to 2017. Additional aim was to compare incidence rates of T1DM and type 2 diabetes mellitus (T2DM) among adults aged 20-24 and 25-29 years of age. METHODS Trends and annual percentage change (APC) of the incidence rate with corresponding 95% confidence intervals (CI) were calculated by Joinpoint Regression Analyses. RESULTS We found a significant increase of incidence in children aged 5-9 with the APC of 5.7% (95%CI: 2.3-9.1), and in children aged 10-14 with the APC of 2.1% (95%CI: 0.6-3.6). A significant decrease of incidence was determined in adolescents aged 15-19 with the APC -4.9% (95%CI: - 8.9 to - 0.7) and in adults aged 25-29 with the APC -7.3% (95%CI: - 12.5 to - 1.8). CONCLUSION The increase of incidence in children aged 0-14 and its decrease after 15 years of age showed that T1DM is predominantly a metabolic disease of children in Serbia. A significant increase in incidence was recorded in two age groups, namely 5-9 and 10-14 years of age. The highest increase was in children aged 5-9 and the highest incidence rate was in children aged 10-14. An insignificant increasing of T2DM incidence was observed in young adults aged 25-29. The increase in incidence rates in children, but not in young adults, suggests that the precipitating factors of children-onset disease may differ from those of adult-onset T1DM.
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Affiliation(s)
- Ciric Vojislav
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
| | - Rancic Natasa
- University of Niš, Faculty of Medicine Niš, Niš, Serbia.
- Institute for Public Health Niš, Niš, Serbia.
| | - Pesic Milica
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
| | - Antic Slobodan
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
| | - Kocic Radivoj
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
| | - Radojkovic Danijela
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
| | - Radenkovic Sasa
- University of Niš, Faculty of Medicine Niš, Niš, Serbia
- Clinic for Endocrinology, Diabetes and Metabolic Diseases, Clinical Center Niš, Niš, Serbia
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Gomez-Lopera N, Pineda-Trujillo N, Diaz-Valencia PA. Correlating the global increase in type 1 diabetes incidence across age groups with national economic prosperity: A systematic review. World J Diabetes 2019; 10:560-580. [PMID: 31915518 PMCID: PMC6944530 DOI: 10.4239/wjd.v10.i12.560] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 10/17/2019] [Accepted: 10/29/2019] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND The global epidemiology of type 1 diabetes (T1D) is not yet well known, as no precise data are available from many countries. T1D is, however, characterized by an important variation in incidences among countries and a dramatic increase of these incidences during the last decades, predominantly in younger children. In the United States and Europe, the increase has been associated with the gross domestic product (GDP) per capita. In our previous systematic review, geographical variation of incidence was correlated with socio-economic factors.
AIM To investigate variation in the incidence of T1D in age categories and search to what extent these variations correlated with the GDP per capita.
METHODS A systematic review was performed to retrieve information about the global incidence of T1D among those younger than 14 years of age. The study was carried out according to the PRISMA recommendations. For the analysis, the incidence was organized in the periods: 1975-1999 and 2000-2017. We searched the incidence of T1D in the age-groups 0-4, 5-9 and 10-14. We compared the incidences in countries for which information was available for the two periods. We obtained the GDP from the World Bank. We analysed the relationship between the incidence of T1D with the GDP in countries reporting data at the national level.
RESULTS We retrieved information for 84 out of 194 countries around the world. We found a wide geographic variation in the incidence of T1D and a worldwide increase during the two periods. The largest contribution to this increase was observed in the youngest group of children with T1D, with a relative increase of almost double when comparing the two periods (P value = 2.5 × e-5). Twenty-six countries had information on the incidence of T1D at the national level for the two periods. There was a positive correlation between GDP and the incidence of T1D in both periods (Spearman correlation = 0.52 from 1975-1999 and Spearman correlation = 0.53 from 2000-2017).
CONCLUSION The incidence increase was higher in the youngest group (0-4 years of age), and the highest incidences of T1D were found in wealthier countries.
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Affiliation(s)
- Natalia Gomez-Lopera
- Grupo Mapeo Genetico, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
| | - Nicolas Pineda-Trujillo
- Grupo Mapeo Genetico, Departamento de Pediatría, Facultad de Medicina, Universidad de Antioquia, Medellín 050010470, Colombia
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Macek J, Battelino T, Bizjak M, Zupanc C, Bograf AK, Vesnic S, Klemencic S, Volk E, Bratina N. Impact of attention deficit hyperactivity disorder on metabolic control in adolescents with type1 diabetes. J Psychosom Res 2019; 126:109816. [PMID: 31493719 DOI: 10.1016/j.jpsychores.2019.109816] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 08/20/2019] [Accepted: 08/21/2019] [Indexed: 02/07/2023]
Abstract
OBJECTIVE Diabetes mellitus type 1 (T1D) incidence is increasing in pediatric population. Good metabolic control, measured by glycated hemoglobin (HbA1c), significantly reduces the risk for chronic complications. Comorbid disorders, including attention-deficit hyperactivity disorder (ADHD), may influence glycemic control. To date little is known about the prevalence of ADHD among adolescents with T1D and its influence on diabetes self-management. Therefore, we aimed to identify adolescents with T1D and ADHD and assess the effect of ADHD on metabolic control. METHOD This cross-sectional case-control study included 101 patients (11-17 years old) with T1D. Development and Well-Being Assessment (DAWBA) questionnaire and subsequent psychiatric clinical examination were used to identify ADHD in a group with T1D. Indicators of metabolic control were collected from available medical documentation for preceding 12 months and compared between the group of patients with T1D and ADHD and the group of T1D patients without ADHD. RESULTS ADHD was diagnosed in 11.9% adolescents with T1D (12 of 101). We found a statistically significant difference (p = .022) in HbA1c between the two groups - higher in the group with T1D and ADHD (8.4% or 68.3 mmol/mol) than in the group with T1D without ADHD (7.8% or 61.7 mmol/mol). CONCLUSIONS Almost 12% of adolescents with type 1 diabetes were diagnosed with ADHD and they had poorer glycemic control. Adolescents with T1D and ADHD must be diagnosed early and offered appropriate treatment focused on preventing negative ADHD impact on metabolic control.
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Affiliation(s)
- Jerneja Macek
- Department of Child Psychiatry, University Children's Hospital, University Medical Center Ljubljana, Bohoriceva 20, Ljubljana, Slovenia.
| | - Tadej Battelino
- Clinical Department of Endocrinology, Diabetes and Metabolic Disease, University Children's Hospital, University Medical Center Ljubljana, Bohoriceva 20, Ljubljana, Slovenia; Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Masa Bizjak
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Cita Zupanc
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Ana Kovac Bograf
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Sabina Vesnic
- Faculty of Medicine, University of Ljubljana, Vrazov trg 2, 1000 Ljubljana, Slovenia
| | - Simona Klemencic
- Clinical Department of Endocrinology, Diabetes and Metabolic Disease, University Children's Hospital, University Medical Center Ljubljana, Bohoriceva 20, Ljubljana, Slovenia
| | - Eva Volk
- Clinical Department of Endocrinology, Diabetes and Metabolic Disease, University Children's Hospital, University Medical Center Ljubljana, Bohoriceva 20, Ljubljana, Slovenia
| | - Natasa Bratina
- Clinical Department of Endocrinology, Diabetes and Metabolic Disease, University Children's Hospital, University Medical Center Ljubljana, Bohoriceva 20, Ljubljana, Slovenia
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Xia Y, Xie Z, Huang G, Zhou Z. Incidence and trend of type 1 diabetes and the underlying environmental determinants. Diabetes Metab Res Rev 2019; 35:e3075. [PMID: 30207035 DOI: 10.1002/dmrr.3075] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2018] [Revised: 08/27/2018] [Accepted: 09/09/2018] [Indexed: 12/15/2022]
Abstract
A wealth of epidemiological studies concerning the distribution of type 1 diabetes (T1D) around the world have pointed to the appreciable variation in the incidence of T1D among disparate age groups, ethnicities, and geographical locations. On the whole, the incidence of childhood T1D has been on the rise, and a plausible inverse relationship between the initial incidence rate and the following annual increase in incidence has been raised. Countries that used to exhibit lower incidences tend to have steep annual increase whereas those with already-established high incidences are more likely to show a modest increase or even stabilization in T1D incidence. Environmental agents considered responsible for the current evolving pattern of T1D incidence will be detailed, mainly including the increasing prevalence of childhood obesity, viral infections in a chronic manner, maternal-child interaction such as breastfeeding, and latitude-ultraviolet B-vitamin D pathway. Certain rationale has been put forward in an attempt to explain the potential association between environmental agents and development of T1D. For instance, accelerator hypothesis regards insulin resistance as the promoter of earlier disease onset in obese children whereas the negative correlation of microbial infections in background populations with incidence of T1D represents the basic component of the hygiene hypothesis. Further investigations are still warranted to verify these theories across multiple ethnic groups and to identify additional contributors to the variation in T1D incidence.
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Affiliation(s)
- Ying Xia
- Department of Metabolism & Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education; National Clinical Research Center for Metabolic Diseases, Changsha, Hunan, China
| | - Zhiguo Xie
- Department of Metabolism & Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education; National Clinical Research Center for Metabolic Diseases, Changsha, Hunan, China
| | - Gan Huang
- Department of Metabolism & Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education; National Clinical Research Center for Metabolic Diseases, Changsha, Hunan, China
| | - Zhiguang Zhou
- Department of Metabolism & Endocrinology, The Second Xiangya Hospital, Central South University, Changsha, Hunan, China
- Key Laboratory of Diabetes Immunology (Central South University), Ministry of Education; National Clinical Research Center for Metabolic Diseases, Changsha, Hunan, China
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Adeloye D, Chan KY, Thorley N, Jones C, Johnstone D, L'Heveder A, Saftic V, Henderson D, Chopra M, Campbell H, Rudan I. Global and regional estimates of the morbidity due to type I diabetes among children aged 0-4 years: a systematic review and analysis. J Glob Health 2018; 8:021101. [PMID: 30410744 PMCID: PMC6214490 DOI: 10.7189/jogh.08.021101] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background Epidemiology of type 1 diabetes mellitus (T1DM) among children aged 0-4 years globally is not well understood. We aim to assess the incidence of T1DM in low- and middle-income countries (LMIC) by conducting a systematic review of previous reports. We also aim to address possible contribution to child mortality and to identify any temporal trends. Methods A systematic review was performed using a carefully designed search strategy to explore MEDLINE, EMBASE and Global Health databases. Data was extracted from all studies that satisfied the inclusion criteria –a total of 83 records extracted from 26 830 sources that were analysed. We used the Grading of Recommendations Assessment, Development and Evaluation (GRADE) process to assess quality of evidence and applied meta-analysis approaches to assess global and regional incidence and time trends. Results The overall pooled incidence of T1DM in children aged 0-4 years globally is 11.2 (95% CI = 10.0-12.3) per 100 000 child years. The regional incidence were the highest for European Region A (EUR A) at 15.5 (95% CI = 13.5-17.5) per 100 000 child years. EUR C had the incidence of 10.0 (95% CI = 6.5-13.6) and EUR B 5.8 (95% CI = 4.7-7.0), Region of the Americas A (AMR A) 11.4 (95% CI = 7.8-14.9), AMR B of 2.5 (95% CI = 0.2-4.8), Eastern Mediterranean Region (EMR B) 7.1 (95% CI = 4.2-10.0) and Western Pacific Region (WPR A) 7.0 (95% CI = 2.9-11.0) per 100 000 child years, while other regions had very low rates or no data. When data points were categorised in the study periods and re-analysed, an increasing trend of the T1DM incidence was observed, with the incidence of 20.9 (95% CI = 7.8-34.1) per 100 000 child years in the years 2010-2015, preceded by 13.2 (95% CI = 11.0-15.5) in 2000-2009 study period, 10.0 (95% CI = 8.4-11.7) in 1990-1999 and 8.3 (95% CI = 5.1-11.6) in 1980-1989, respectively. Although the data are scarce, and variation and uncertainty are large, we estimated that the number of new cases of T1DM among children aged 0-4 years in the world each year is between 100 000 and 150 000. Conclusions The identified large variation in incidence estimates for different parts of the world, along with scarcity of information and the identified strong temporal increase in T1DM incidence suggest a clear need for further research into this subject.
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Affiliation(s)
- Davies Adeloye
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Kit Yee Chan
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Natasha Thorley
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Charlotte Jones
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - David Johnstone
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Ari L'Heveder
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Vanja Saftic
- Child and Youth Protection Center of Zagreb, Croatia.,Croatian Catholic University, Zagreb, Croatia
| | - David Henderson
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | | | - Harry Campbell
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
| | - Igor Rudan
- Centre for Global Health Research and World Health Organization's Collaborating Centre for Population Health, Research and Training, The Usher Institute, University of Edinburgh, UK
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Chobot A, Polanska J, Brandt A, Deja G, Glowinska-Olszewska B, Pilecki O, Szadkowska A, Mysliwiec M, Jarosz-Chobot P. Updated 24-year trend of Type 1 diabetes incidence in children in Poland reveals a sinusoidal pattern and sustained increase. Diabet Med 2017; 34:1252-1258. [PMID: 28257151 DOI: 10.1111/dme.13345] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/27/2017] [Indexed: 12/11/2022]
Abstract
AIMS To present the incidence trend for Type 1 diabetes in Polish children aged 0-14 years, updated using data collected during 2005-2012, and assess the reliability of the predictive model constructed previously using the 1989-2004 database. METHODS Children aged < 15 years with newly diagnosed Type 1 diabetes are recorded prospectively (EURODIAB criteria) in several regional registers in Poland. Age- and gender-standardized incidence rates for Type 1 diabetes were calculated per 100 000 persons/year. Incidence rates were analysed in terms of the dependency on age, gender, geographical region and population density. Incidence rate trends over time were modelled using generalized linear models. RESULTS The mean standardized incidence for 1989-2012 was 12.72 per 100 000 persons/year [95% confidence interval (CI), 11.35 to 14.21]. Over the 24-year observation period, the incidence increased from 5.36 to 22.74 per 100 000 persons/year. The lowest incidence rate was in children aged 0-4 years (8.35, 95% CI 7.27 to 9.57 per 100 000 persons/year). There was no difference between genders, or urban and rural regions. Incidence rates were higher in northern compared with southern Poland [14.04 (95% CI 12.59 to 15.63) vs. 11.94 (95% CI 10.62 to 13.39) per 100 000 persons/year]. The new data corrected the earlier predictive model by changing the estimates of some factors related to patient age, gender and their interactions with the remaining factors. The incidence rate shows periodic 5.33-year fluctuations. The periodicity component allows for a more accurate prediction of the incidence rate over time. CONCLUSIONS This cohort study reveals a sustained increase in Type 1 diabetes incidence in Polish children aged 0-14 years with regular, sinusoidal fluctuations and a slight levelling off in past few years. It is of concern that are the highest increases in incidence are found in children aged 0-4 years.
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Affiliation(s)
| | - J Polanska
- Silesian University of Technology, Gliwice
| | - A Brandt
- Medical University of Gdansk, Gdansk
| | - G Deja
- Medical University of Silesia, Katowice
| | | | - O Pilecki
- Provincial Children's Hospital, Bydgoszcz
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Juričič M, Truden Dobrin P, Paulin S, Seher Zupančič M, Bratina N. Health Care System for Children and Adolescents in Slovenia. J Pediatr 2016; 177S:S173-S186. [PMID: 27666266 DOI: 10.1016/j.jpeds.2016.04.054] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Slovenia's health system is financed by a Bismarckian type of social insurance system with a single insurer for a statutory health insurance, which is fully regulated by national legislation and administered by the Health Insurance Institute of Slovenia. The health insurance system is mandatory, providing almost universal coverage (98.5% of the population). Children and adolescents have the right to compulsory health insurance as family members of an insured person until the end of their regular education. Slovenia has a lower number of physicians per capita than both the European Union and the Central and Eastern Europe countries. Slovenia is facing a workforce crisis, as the number of health professionals retiring is not adequately being replaced by new trainees. There is also a net deficit of nurses with university and college degrees. Physicians working with children and adolescents in primary level have a 5-year specialization in pediatrics. Slovenia tends to be in line with the goals for the development of pediatric health care on a primary level in European countries, which are to maintain the achieved level of quality, better and equitable access, and delivery of services, aiming to reduce inequalities in health of children and adolescents and provide for every child and adolescent in the best way possible.
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Affiliation(s)
- Mojca Juričič
- National Institute for Public Health, Ljubljana, Slovenia
| | | | - Sonja Paulin
- National Institute for Public Health, Ljubljana, Slovenia
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Abstract
The primary goal of type 1 diabetes treatment is attaining near-normal glucose values. This currently remains out of reach for most people with type 1 diabetes despite intensified insulin treatment in the form of insulin analogues, educational interventions, continuous glucose monitoring, and sensor augmented insulin pump. The main remaining problem is risk of hypoglycaemia, which cannot be sufficiently reduced in all patient groups. Additionally, patients' burn-out often develops with years of tedious day-to-day diabetes management, rendering available diabetes-related technology less efficient. Over the past 40 years, several attempts have been made towards computer-programmed insulin delivery in the form of closed loop, with faster developments especially in the past decade. Automated insulin delivery has reduced human error in glycaemic control and considerably lessened the burden of routine self-management. In this chapter, data from randomized controlled trials with closed-loop insulin delivery that included type 1 diabetes population are summarized, and an evidence-based vision for possible routine utilization of closed loop is provided.
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Affiliation(s)
- Tadej Battelino
- Department of Endocrinology, Diabetes and Metabolism, UMC - University Children's Hospital, Ljubljana, Slovenia; Faculty of Medicine, University of Ljubljana, Slovenia.
| | - Jasna Šuput Omladič
- Department of Endocrinology, Diabetes and Metabolism, UMC - University Children's Hospital, Ljubljana, Slovenia
| | - Moshe Phillip
- Jesse Z. and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel, Petah Tikva, Israel; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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11
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Chobot A, Polanska J, Deja G, Jarosz-Chobot P. Incidence of type 1 diabetes among Polish children ages 0-14 years from 1989-2012. Acta Diabetol 2015; 52:483-8. [PMID: 25381194 DOI: 10.1007/s00592-014-0682-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2014] [Accepted: 10/27/2014] [Indexed: 12/17/2022]
Abstract
AIMS The incidence of pediatric type 1 diabetes mellitus (T1DM) in Poland is intermediate relative to the rest of the world. T1DM prevalence in the region of Silesia approximates national estimates for all of Poland. This epidemiologic study aimed to analyze the changes in incidence rates of T1DM among children ages 0-14 years from 1989 to 2012 in this region. METHODS Data collection methods for the registry followed EURODIAB criteria. To estimate overall population size, data from the Central and regional Statistical Office in Katowice were used. T1DM incidence rates/100,000 children ages 0-14 years/annum and their 95 % CI were calculated for all children and in age subgroups (0-4, 5-9, 10-14 years). For comparative analysis incidence rates were age and sex standardized to the population of Poland in 2005. For statistical analyses open source R Bioconductor software was used. RESULTS During this 24-year period, 2,215 new cases (1,146 boys) were diagnosed. The standardized incidence rate rose about 7 % annually. The mean standardized incidence rates estimated in four 6-year time periods (1989-1994, 1995-2000, 2001-2006, 2007-2012) separately showed significant increases from 5.80/100,000/year (1989-1994) through 10.44/100,000/year (1995-2000) and 15.05/100,000/year (2001-2006) to 18.94/100,000/year (2007-2012). From 1989 to 2012, the greatest relative rise in annual incidence (/100,000/year) was among the very young: 2.58-14.00 (0-4 years); 4.96-19.43 (5-9 years); 8.84-22.15 (10-14 years). The highest average annual increment of the incidence rate was in the middle age subgroup (5-9 years). No significant sex difference was observed. CONCLUSIONS The overall incidence rate increased 3.8 times, suggesting an epidemic of pediatric T1DM in Silesia, Poland. These temporal changes confirm that Poland currently has one of the highest incidence rates of pediatric T1DM in Europe.
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Affiliation(s)
- Agata Chobot
- Clinical Hospital No 1, 3-go Maja 13-15, Zabrze, Poland,
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12
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Diaz-Valencia PA, Bougnères P, Valleron AJ. Global epidemiology of type 1 diabetes in young adults and adults: a systematic review. BMC Public Health 2015; 15:255. [PMID: 25849566 PMCID: PMC4381393 DOI: 10.1186/s12889-015-1591-y] [Citation(s) in RCA: 163] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2014] [Accepted: 02/27/2015] [Indexed: 12/24/2022] Open
Abstract
Background Although type 1 diabetes (T1D) can affect patients of all ages, most epidemiological studies of T1D focus on disease forms with clinical diagnosis during childhood and adolescence. Clinically, adult T1D is difficult to discriminate from certain forms of Type 2 Diabetes (T2D) and from Latent Autoimmune Diabetes in Adults (LADA). We searched the information available worldwide on the incidence of T1D among individuals over 15 years of age, and which diagnostic criteria should be used use to qualify T1D in adults. We then studied the variation of T1D incidence with age in adults, and compared it to the incidence in the <15 years-old. Methods A systematic review of the literature was performed to retrieve original papers in English, French and Spanish published up to November 6, 2014, reporting the incidence of T1D among individuals aged over 15 years. The study was carried out according to the PRISMA recommendations. Results We retrieved information reporting incidence of T1D among individuals aged more than 15 years in 35 countries, and published in 70 articles between 1982 and 2014. Specific anti-beta-cell proteins or C-peptide detection were performed in 14 of 70 articles (20%). The most frequent diagnostic criteria used were clinical symptoms and immediate insulin therapy. Country-to-country variations of incidence in those aged >15 years paralleled those of children in all age groups. T1D incidence was larger in males than in females in 44 of the 54 (81%) studies reporting incidence by sex in people >15 years of age. The overall mean male-to-female ratio in the review was 1.47 (95% CI = 1.33-1.60, SD = 0.49, n = 54, p = <0.0001). Overall, T1D incidence decreased in adulthood, after the age of 14 years. Conclusions Few studies on epidemiology of T1D in adults are available worldwide, as compared to those reporting on children with T1D. The geographical variations of T1D incidence in adults parallel those reported in children. As opposed to what is known in children, the incidence is generally larger in males than in females. There is an unmet need to evaluate the incidence of autoimmune T1D in adults, using specific autoantibody detection, and to better analyze epidemiological specificities – if any – of adult T1D. PROSPERO registration number CRD42012002369. Electronic supplementary material The online version of this article (doi:10.1186/s12889-015-1591-y) contains supplementary material, which is available to authorized users.
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13
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Bratina N, Shalitin S, Phillip M, Battelino T. Type 1 Diabetes in the Young: Organization of Two National Centers in Israel and Slovenia. Zdr Varst 2015; 54:139-45. [PMID: 27646921 PMCID: PMC4820167 DOI: 10.1515/sjph-2015-0021] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2014] [Accepted: 02/03/2015] [Indexed: 01/25/2023] Open
Abstract
Type 1 diabetes is a chronic autoimmune disease that affects mainly young people. In the last 50 years, a steady increase of the T1D incidence in the young is reported worldwide, with an average 4 % increase annually. In addition, the mean age at the diagnosis is decreasing. Studies show that good metabolic control is important not only for delaying the chronic complications of diabetes but also for improving the quality of life of patients and their families. Continuous education, together with modern technology, is crucial in achieving these goals. Longitudinal data on glycated hemoglobin (HbA1c), along with the data on severe hypoglycemia and severe diabetic ketoacidosis, can describe the quality of care in a defined population. Two national reference diabetes centres taking care of children, adolescents and young adults with diabetes in Israel and Slovenia are described.
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Affiliation(s)
- Nataša Bratina
- University Children's Hospital, Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases, Bohoriceva 20, 1000 Ljubljana, Slovenia
| | - Shlomit Shalitin
- The Jesse Z. and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel,14 Kaplan Street, Petah Tikva 4920235, Israel
| | - Moshe Phillip
- The Jesse Z. and Sara Lea Shafer Institute for Endocrinology and Diabetes, National Center for Childhood Diabetes, Schneider Children's Medical Center of Israel,14 Kaplan Street, Petah Tikva 4920235, Israel
| | - Tadej Battelino
- University Children's Hospital, Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases, Bohoriceva 20, 1000 Ljubljana, Slovenia; University of Ljubljana, Faculty of Medicine, Vrazov trg 2, 1000 Ljubljana, Slovenia
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14
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Smigoc Schweiger D, Mendez A, Kunilo Jamnik S, Bratanic N, Bratina N, Battelino T, Brecelj J, Vidan-Jeras B. Genetic risk for co-occurrence of type 1 diabetes and celiac disease is modified by HLA-C and killer immunoglobulin-like receptors. ACTA ACUST UNITED AC 2014; 84:471-8. [DOI: 10.1111/tan.12450] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2014] [Revised: 09/06/2014] [Accepted: 09/12/2014] [Indexed: 01/13/2023]
Affiliation(s)
- D. Smigoc Schweiger
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases; University Medical Centre - University Children's Hospital; Ljubljana Slovenia
| | - A. Mendez
- Blood Transfusion Center of Slovenia; Tissue Typing Centre; Ljubljana Slovenia
| | - S. Kunilo Jamnik
- Blood Transfusion Center of Slovenia; Tissue Typing Centre; Ljubljana Slovenia
| | - N. Bratanic
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases; University Medical Centre - University Children's Hospital; Ljubljana Slovenia
| | - N. Bratina
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases; University Medical Centre - University Children's Hospital; Ljubljana Slovenia
| | - T. Battelino
- Department of Pediatric Endocrinology, Diabetes and Metabolic Diseases; University Medical Centre - University Children's Hospital; Ljubljana Slovenia
- Faculty of Medicine; University of Ljubljana; Ljubljana Slovenia
| | - J. Brecelj
- Department of Gastroenterology, Hepatology and Nutrition; University Medical Centre - University Children's Hospital; Ljubljana Slovenia
| | - B. Vidan-Jeras
- Blood Transfusion Center of Slovenia; Tissue Typing Centre; Ljubljana Slovenia
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15
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Vichi M, Iafusco D, Galderisi A, Stazi MA, Nisticò L. An easy, fast, effective tool to monitor the incidence of type 1 diabetes among children aged 0-4 years in Italy: the Italian Hospital Discharge Registry (IHDR). Acta Diabetol 2014; 51:287-94. [PMID: 24473635 DOI: 10.1007/s00592-014-0556-4] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Accepted: 01/09/2014] [Indexed: 12/14/2022]
Abstract
National data of type 1 diabetes incidence are currently missing in Italy. To fill this gap, we estimated the national rate of first hospitalizations for type 1 diabetes among children aged 0-4 years and resident in Italy, as well as rates for each of the twenty-one Italian regions. We extracted the first episode of hospitalization in years 2005-2010 from the Italian Hospital Discharge Registry (IHDR). Record-linkage procedure and cleansing data method were applied to exclude prevalent cases and potentially miscoded patients. At the end, 2,250 incident hospitalizations for type 1 diabetes were extracted. In the years 2005-2010, the mean nation-wide first hospitalization rate for type 1 diabetes in children aged 0-4 years was 13.4 (95% CI 12.8-14.0), 14.1 (95% CI 13.3-14.9) in males and 12.7 (95% CI 11.9-13.4) in females. A geographically heterogeneous pattern of incidence was found: even excluding Sardinia, incidence for this age range and calendar period tended to be slightly higher in Southern than in Northern Italy. Our incidence of first hospitalizations corresponds to the estimates of disease incidence obtained with different data sources by other authors in selected Italian regions. We provide, for the first time ever, the estimate of type 1 diabetes incidence for the overall population aged 0-4 years resident in Italy. When methodological cautions are adopted, IHDR emerges as a reasonable proxy of type 1 diabetes incidence and as a cost-effective tool for public health purposes.
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Affiliation(s)
- Monica Vichi
- Statistics Unit, National Centre of Epidemiology, Surveillance, and Health Promotion (CNESPS), Istituto Superiore di Sanità, 00161, Rome, Italy
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16
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Patterson C, Guariguata L, Dahlquist G, Soltész G, Ogle G, Silink M. Diabetes in the young - a global view and worldwide estimates of numbers of children with type 1 diabetes. Diabetes Res Clin Pract 2014; 103:161-75. [PMID: 24331235 DOI: 10.1016/j.diabres.2013.11.005] [Citation(s) in RCA: 263] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
This paper describes the methodology, results and limitations of the 2013 International Diabetes Federation (IDF) Atlas (6th edition) estimates of the worldwide numbers of prevalent cases of type 1 diabetes in children (<15 years). The majority of relevant information in the published literature is in the form of incidence rates derived from registers of newly diagnosed cases. Studies were graded on quality criteria and, if no information was available in the published literature, extrapolation was used to assign a country the rate from an adjacent country with similar characteristics. Prevalence rates were then derived from these incidence rates and applied to United Nations 2012 Revision population estimates for 2013 for each country to obtain estimates of the number of prevalent cases. Data availability was highest for the countries in Europe (76%) and lowest for the countries in sub-Saharan Africa (8%). The prevalence estimates indicate that there are almost 500,000 children aged under 15 years with type 1 diabetes worldwide, the largest numbers being in Europe (129,000) and North America (108,700). Countries with the highest estimated numbers of new cases annually were the United States (13,000), India (10,900) and Brazil (5000). Compared with the prevalence estimates made in previous editions of the IDF Diabetes Atlas, the numbers have increased in most of the IDF Regions, often reflecting the incidence rate increases that have been well-documented in many countries. Monogenic diabetes is increasingly being recognised among those with clinical features of type 1 or type 2 diabetes as genetic studies become available, but population-based data on incidence and prevalence show wide variation due to lack of standardisation in the studies. Similarly, studies on type 2 diabetes in childhood suggest increased incidence and prevalence in many countries, especially in Indigenous peoples and ethnic minorities, but detailed population-based studies remain limited.
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Affiliation(s)
- Chris Patterson
- Queen's University Belfast, Centre for Public Health, Belfast, United Kingdom
| | | | - Gisela Dahlquist
- University of Umeå, Department of Clinical Science, Umeå, Sweden
| | - Gyula Soltész
- Pécs University, Department of Pediatrics, Pécs, Hungary
| | - Graham Ogle
- International Diabetes Federation Life for a Child Program and Australian Diabetes Council, Sydney, Australia
| | - Martin Silink
- University of Sydney and the Children's Hospital at Westmead, Sydney, Australia
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17
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Dovc K, Telic SS, Lusa L, Bratanic N, Zerjav-Tansek M, Kotnik P, Stefanija MA, Battelino T, Bratina N. Improved metabolic control in pediatric patients with type 1 diabetes: a nationwide prospective 12-year time trends analysis. Diabetes Technol Ther 2014; 16:33-40. [PMID: 24131373 PMCID: PMC3887404 DOI: 10.1089/dia.2013.0182] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
BACKGROUND This study estimated temporal trends of metabolic control over 12 years in a national cohort of childhood-onset type 1 diabetes. SUBJECTS AND METHODS Data from the prospective childhood-onset diabetes register, which included 886 case subjects from 0 to 17.99 years of age at diagnosis and at least 1 year of follow-up until the age of 22.99 years, were analyzed using multivariable linear and logistic regression models in the observational period between 2000 and 2011. RESULTS Hemoglobin A1c (HbA1c) significantly decreased over 12 years, from 78 mmol/mol (interquartile range [IQR], 68-88 mmol/mol) (9.26% [IQR, 8.41-10.24%]) in the year 2000 to 61 mmol/mol (IQR, 55-67 mmol/mol) (7.75% [IQR, 7.20-8.30%]) in the year 2011 (P<0.001). HbA1c was significantly associated with age, treatment modality, and duration of diabetes (P<0.001), with females having on average 1.02% higher HbA1c (P=0.01; 95% confidence interval [CI] 1.005-1.035). The overall use of insulin pumps was 74%. The incidence rate of severe acute complications was low: 1.07 per 100 patient-years for severe diabetic ketoacidosis (95% CI 0.81-1.40) and 1.21 per 100 patient-years for severe (requiring intravenous or intramuscular therapy) hypoglycemia (95% CI 0.81-1.40). CONCLUSIONS The metabolic control of the entire nationwide pediatric type 1 diabetes population significantly improved during the 12-year observational period with a low rate of severe acute complications events. The improvement was associated with the treatment modality. Additional efforts and solutions are necessary to further improve metabolic control and the quality of life of young people with type 1 diabetes.
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Affiliation(s)
- Klemen Dovc
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Sasa Starc Telic
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Lara Lusa
- Institute for Biostatistics and Medical Informatics, University of Ljubljana, Ljubljana, Slovenia
| | - Nina Bratanic
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Mojca Zerjav-Tansek
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Primoz Kotnik
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Magdalena Avbelj Stefanija
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
| | - Tadej Battelino
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Natasa Bratina
- Department of Pediatric Endocrinology, Diabetes and Metabolism, University Medical Center-University Children's Hospital, Ljubljana, Slovenia
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