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Karakus KE, Fleury T, Baschal EE, McDaniel KA, Choi H, Armstrong TK, Yu L, Simmons KM, Michels AW. Clinical Features and HLA Genetics Differ in Children at Type 1 Diabetes Onset by Hispanic Ethnicity. J Clin Endocrinol Metab 2025; 110:1187-1194. [PMID: 39231249 PMCID: PMC11913109 DOI: 10.1210/clinem/dgae608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 08/22/2024] [Accepted: 09/03/2024] [Indexed: 09/06/2024]
Abstract
CONTEXT Type 1 diabetes incidence continues to increase in children, especially among Hispanic White (HW) children. OBJECTIVE We investigated the clinical, immunologic, and genetic characteristics of HW and non-Hispanic White (NHW) children who presented at type 1 diabetes diagnosis. METHODS In this single-center, observational study, children who were diagnosed with type 1 diabetes (≤20 years old) and tested for islet autoantibodies within 1 year of diagnosis were included in the study and divided into 2 groups by Hispanic ethnicity. RESULTS Of 1297 children, 398 HW children presented with a younger age at diabetes onset (10.2 ± 3.9 vs 11.1 ± 4.1 years, P < .001) and more diabetic ketoacidosis (62.4% vs 51.9%, P < .001) than NHW children (n = 899). There was no difference in sex, A1c levels, or the number and prevalence of islet autoantibodies between the 2 cohorts. A subset of our cohort was human leukocyte antigen (HLA) typed as specific alleles confer strong genetic risk for type 1 diabetes (eg, HLA-DR4 and DQ8). Among 637 HLA-typed children, HW children had a significantly higher prevalence of the DR4-DQ8 haplotype than NHW children (79.1% vs 60.1%, P < .001), and this frequency was much higher than a reference Hispanic population (OR 6.5, 95% CI 4.6-9.3). CONCLUSION Hispanic White children developing type 1 diabetes have a high prevalence of HLA DR4-DQ8, which can be utilized to select individuals for immune monitoring with islet autoantibodies to lessen diabetic ketoacidosis and potentially prevent diabetes onset.
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Affiliation(s)
- Kagan E Karakus
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Theodore Fleury
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Erin E Baschal
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Kristen A McDaniel
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Hyelin Choi
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Taylor K Armstrong
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Liping Yu
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Kimber M Simmons
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
| | - Aaron W Michels
- Barbara Davis Center for Diabetes, University of Colorado, Aurora, CO 80045, USA
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Redondo MJ, Harrall KK, Glueck DH, Tosur M, Uysal S, Muir A, Atkinson EG, Shapiro MR, Yu L, Winter WE, Weedon M, Brusko TM, Oram R, Vehik K, Hagopian W, Atkinson MA, Dabelea D, DISCOVER Study Group. Diabetes Study of Children of Diverse Ethnicity and Race: Study design. Diabetes Metab Res Rev 2024; 40:e3744. [PMID: 37888801 PMCID: PMC10939959 DOI: 10.1002/dmrr.3744] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 08/16/2023] [Accepted: 10/03/2023] [Indexed: 10/28/2023]
Abstract
AIMS Determining diabetes type in children has become increasingly difficult due to an overlap in typical characteristics between type 1 diabetes (T1D) and type 2 diabetes (T2D). The Diabetes Study in Children of Diverse Ethnicity and Race (DISCOVER) programme is a National Institutes of Health (NIH)-supported multicenter, prospective, observational study that enrols children and adolescents with non-secondary diabetes. The primary aim of the study was to develop improved models to differentiate between T1D and T2D in diverse youth. MATERIALS AND METHODS The proposed models will evaluate the utility of three existing T1D genetic risk scores in combination with data on islet autoantibodies and other parameters typically available at the time of diabetes onset. Low non-fasting serum C-peptide (<0.6 nmol/L) between 3 and 10 years after diabetes diagnosis will be considered a biomarker for T1D as it reflects the loss of insulin secretion ability. Participating centres are enrolling youth (<19 years old) either with established diabetes (duration 3-10 years) for a cross-sectional evaluation or with recent onset diabetes (duration 3 weeks-15 months) for the longitudinal observation with annual visits for 3 years. Cross-sectional data will be used to develop models. Longitudinal data will be used to externally validate the best-fitting model. RESULTS The results are expected to improve the ability to classify diabetes type in a large and growing subset of children who have an unclear form of diabetes at diagnosis. CONCLUSIONS Accurate and timely classification of diabetes type will help establish the correct clinical management early in the course of the disease.
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Affiliation(s)
- Maria J. Redondo
- Diabetes and Endocrinology Division, Department of Pediatrics. Texas Children’s Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Kylie K. Harrall
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Deborah H. Glueck
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
| | - Mustafa Tosur
- Diabetes and Endocrinology Division, Department of Pediatrics. Texas Children’s Hospital, Baylor College of Medicine, Houston, TX, USA
- Children’s Nutrition Research Center, USDA/ARS, Houston, TX, USA
| | - Serife Uysal
- Diabetes and Endocrinology Division, Department of Pediatrics. Texas Children’s Hospital, Baylor College of Medicine, Houston, TX, USA
| | - Andrew Muir
- Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Elizabeth G. Atkinson
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX, USA
| | - Melanie R. Shapiro
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, USA
| | - Liping Yu
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine; Aurora, CO, USA
| | - William E. Winter
- Departments of Pathology and Pediatrics, University of Florida, Gainesville, FL, USA
| | - Michael Weedon
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Todd M. Brusko
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, USA
- Department of Pediatrics, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, USA
| | - Richard Oram
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, UK
| | - Kendra Vehik
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | | | - Mark A. Atkinson
- Department of Pathology, Immunology, and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, USA
- Department of Pediatrics, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL, USA
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
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Urrutia I, Martínez R, Calvo B, Saso-Jiménez L, González P, Fernández-Rubio E, Martín-Nieto A, Aguayo A, Rica I, Gaztambide S, Castano L. Autoimmune Diabetes From Childhood to Adulthood: The Role of Pancreatic Autoantibodies and HLA-DRB1 Genotype. J Clin Endocrinol Metab 2023; 108:e1341-e1346. [PMID: 37207452 DOI: 10.1210/clinem/dgad277] [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: 02/18/2023] [Revised: 05/15/2023] [Accepted: 05/15/2023] [Indexed: 05/21/2023]
Abstract
CONTEXT Autoimmune diabetes can develop at any age, but unlike early-onset diabetes, adult onset is less well documented. We aimed to compare, over a wide age range, the most reliable predictive biomarkers for this pathology: pancreatic-autoantibodies and HLA-DRB1 genotype. METHODS A retrospective study of 802 patients with diabetes (aged 11 months to 66 years) was conducted. Pancreatic autoantibodies at diagnosis: insulin autoantibodies (IAA), glutamate decarboxylase autoantibodies (GADA), islet tyrosine phosphatase 2 autoantibodies (IA2A), and zinc transporter-8 autoantibodies (ZnT8A) and HLA-DRB1 genotype were analyzed. RESULTS Compared with early-onset patients, adults had a lower frequency of multiple autoantibodies, with GADA being the most common. At early onset, IAA was the most frequent in those younger than 6 years and correlated inversely with age; GADA and ZnT8A correlated directly and IA2A remained stable.The absence of HLA-DRB1 risk genotype was associated with higher age at diabetes onset (27.5 years; interquartile range [IQR], 14.3-35.7), whereas the high-risk HLA-DR3/DR4 was significantly more common at lower age (11.9 years; IQR, 7.1-21.6). ZnT8A was associated with DR4/non-DR3 (odds ratio [OR], 1.91; 95% CI, 1.15-3.17), GADA with DR3/non-DR4 (OR, 2.97; 95% CI, 1.55-5.71), and IA2A with DR4/non-DR3 and DR3/DR4 (OR, 3.89; 95% CI, 2.28-6.64, and OR, 3.08; 95% CI, 1.83-5.18, respectively). No association of IAA with HLA-DRB1 was found. CONCLUSION Autoimmunity and HLA-DRB1 genotype are age-dependent biomarkers. Adult-onset autoimmune diabetes is associated with lower genetic risk and lower immune response to pancreatic islet cells compared with early-onset diabetes.
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Affiliation(s)
- Inés Urrutia
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
| | - Rosa Martínez
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
| | - Begona Calvo
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- Department of Medical Oncology, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Laura Saso-Jiménez
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
| | - Pedro González
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- Department of Endocrinology and Nutrition, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Elsa Fernández-Rubio
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- Department of Endocrinology and Nutrition, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Alicia Martín-Nieto
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- Department of Endocrinology and Nutrition, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Anibal Aguayo
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
| | - Itxaso Rica
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
- Department of Pediatric Endocrinology, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Sonia Gaztambide
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
- Department of Endocrinology and Nutrition, Hospital Universitario Cruces, 48903 Barakaldo, Spain
| | - Luis Castano
- Biocruces Bizkaia Health Research Institute, 48903 Barakaldo, Spain
- CIBERDEM, CIBERER, UPV-EHU, Endo-ERN, 48903 Barakaldo, Spain
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Rugg-Gunn CEM, Dixon E, Jorgensen AL, Usher-Smith JA, Marcovecchio ML, Deakin M, Hawcutt DB. Factors Associated With Diabetic Ketoacidosis at Onset of Type 1 Diabetes Among Pediatric Patients: A Systematic Review. JAMA Pediatr 2022; 176:1248-1259. [PMID: 36215053 DOI: 10.1001/jamapediatrics.2022.3586] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
IMPORTANCE Presenting with diabetic ketoacidosis (DKA) at onset of type 1 diabetes (T1D) remains a risk. Following a 2011 systematic review, considerable additional articles have been published, and the review required updating. OBJECTIVE To evaluate factors associated with DKA at the onset of T1D among pediatric patients. EVIDENCE REVIEW In this systematic review, PubMed, Embase, Scopus, CINAHL, Web of Science, and article reference lists were searched using the population, intervention, comparison, outcome search strategy for primary research studies on DKA and T1D onset among individuals younger than 18 years that were published from January 2011 to November 2021. These studies were combined with a 2011 systematic review on the same topic. Data were pooled using a random-effects model. FINDINGS A total of 2565 articles were identified; 149 were included, along with 46 from the previous review (total 195 articles). Thirty-eight factors were identified and examined for their association with DKA at T1D onset. Factors associated with increased risk of DKA were younger age at T1D onset (<2 years vs ≥2 years; odds ratio [OR], 3.51; 95% CI, 2.85-4.32; P < .001), belonging to an ethnic minority population (OR, 0.40; 95% CI, 0.21-0.74; P = .004), and family history of T1D (OR, 0.46; 95% CI, 0.37-0.57; P < .001), consistent with the 2011 systematic review. Some factors that were not associated with DKA in the 2011 systematic review were associated with DKA in the present review (eg, delayed diagnosis: OR, 2.27; 95% CI, 1.72-3.01; P < .001). Additional factors associated with risk of DKA among patients with new-onset T1D included participation in screening programs (OR, 0.35; 95% CI, 0.21-0.59; P < .001) and presentation during the COVID-19 pandemic (OR, 2.32; 95% CI, 1.76-3.06; P < .001). CONCLUSIONS AND RELEVANCE In this study, age younger than 2 years at T1D onset, belonging to an ethnic minority population, delayed diagnosis or misdiagnosis, and presenting during the COVID-19 pandemic were associated with increased risk of DKA. Factors associated with decreased risk of DKA included greater knowledge of key signs or symptoms of DKA, such as a family history of T1D or participation in screening programs. Future work should focus on identifying and implementing strategies related to these factors to reduce risk of DKA among new patients with T1D.
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Affiliation(s)
| | - Eleanor Dixon
- Usher Institute, University of Edinburgh, Edinburgh, Scotland
| | - Andrea L Jorgensen
- Department of Biostatistics, University of Liverpool, Liverpool, England
| | - Juliet A Usher-Smith
- Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge School of Clinical Medicine, Cambridge, England
| | | | - Mark Deakin
- Alder Hey Children's Hospital, Liverpool, England
| | - Daniel B Hawcutt
- NIHR Alder Hey Clinical Research Facility, Liverpool, England.,Department of Women's and Children's Health, University of Liverpool, Liverpool, England
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LeFevre JD, Cyriac SL, Tokmic A, Pitlick JM. Anti-CD3 monoclonal antibodies for the prevention and treatment of type 1 diabetes: A literature review. Am J Health Syst Pharm 2022; 79:2099-2117. [PMID: 36056809 DOI: 10.1093/ajhp/zxac244] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
DISCLAIMER In an effort to expedite the publication of articles, AJHP is posting manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE Type 1 diabetes (T1D) is an autoimmune disease characterized by the destruction of beta cells, resulting in a loss of insulin production. Patients with T1D carry a substantial disease burden as well as substantial short-term and long-term risks associated with inadequate glycemic control. Currently, treatment mainly consists of insulin, which only treats the symptoms of T1D and not the root cause. Thus, disease-modifying agents such as anti-CD3 monoclonal antibodies (mAbs) that target the autoimmune destruction of beta cells in T1D would provide significant relief and health benefits for patients with T1D. This review summarizes the clinical evidence regarding the safety and efficacy of anti-CD3 mAbs in the prevention and treatment of T1D. SUMMARY A total of 27 studies reporting or evaluating data from clinical trials involving otelixizumab and teplizumab were included in the review. Anti-CD3 mAbs have shown significant benefits in both patients at high risk for T1D and those with recent-onset T1D. In high-risk populations, anti-CD3 mAbs delayed time to diagnosis, preserved C-peptide levels, and improved metabolic parameters. In recent-onset T1D, anti-CD3 mAbs preserved C-peptide levels and reduced insulin needs for extended periods. Anti-CD3 mAb therapy appears to be safe, with primarily transient and self-limiting adverse effects and no negative long-term effects. CONCLUSION Anti-CD3 mAbs are promising disease-modifying treatments for T1D. Their role in T1D may introduce short-term and long-term benefits with the potential to mitigate the significant disease burden; however, more evidence is required for an accurate assessment.
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Affiliation(s)
- James D LeFevre
- Drake University College of Pharmacy and Health Sciences, Des Moines, IA, USA
| | - Sneha L Cyriac
- Drake University College of Pharmacy and Health Sciences, Des Moines, IA, USA
| | - Adna Tokmic
- Drake University College of Pharmacy and Health Sciences, Des Moines, IA, USA
| | - Jamie M Pitlick
- Drake University College of Pharmacy and Health Sciences, Des Moines, IA, USA
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Alaqeel A, Gomez R, Chalew SA. Glucose-independent racial disparity in HbA1c is evident at onset of type 1 diabetes. J Diabetes Complications 2022; 36:108229. [PMID: 35821186 PMCID: PMC9996669 DOI: 10.1016/j.jdiacomp.2022.108229] [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: 01/04/2022] [Revised: 06/03/2022] [Accepted: 06/03/2022] [Indexed: 10/18/2022]
Abstract
OBJECTIVE Higher levels of HbA1c, independent of blood glucose levels, have been described in Blacks compared to Whites patients with established diabetes. The goal of this study was to determine if glucose-independent racial disparity in HbA1C is evident at diabetes onset. RESEARCH DESIGN AND METHODS We conducted a retrospective single-center chart review of 189 youth with new onset Type 1 diabetes (T1D) 60 % Whites and 40 % Blacks. HbA1c, glucose and other biochemistry measures were obtained at presentation in the Emergency Department before initiation of any therapy. HbA1c levels were adjusted for presenting glucose, self-identified race, age, gender, hematocrit, and RDW-CV. RESULTS Blacks with T1D had statistically significant higher unadjusted HbA1c (11.9 ± 1.9 vs 11.04 ± 2.0 %, p = 0.004), initial glucose (530.6 ± 230.4 vs 442 ± 211.3 mg/dL, p = 0.0075) and lower pHs (7.28 ± 0.15 vs 7.33 ± 0.12, p = 0.02) compared to white patients. Least squares means of HbA1c remained higher in Black patients even after statistical adjustment for presenting glucose, age, gender, RDW-CV, and pH. In a multiple variable model (R2 = 0.38, p < 0.0001) c-peptide was influenced by HCO3 (p = 0.0035), gender (p = 0.0092), BMI (p < 0.0001), but not race or glucose. CONCLUSIONS HbA1c at initial presentation of T1D is higher in young Black patients compared to Whites even after adjustment for glucose, age, gender, and RDW-CV. This racial disparity is consistent with other studies in individuals without diabetes and patients with long-standing diabetes under treatment.
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Affiliation(s)
- Aqeel Alaqeel
- Department of Pediatrics, College of Medicine, Qassim University, Qassim 51452, Saudi Arabia.
| | - Ricardo Gomez
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Louisiana State University Health Sciences Center, New Orleans, LA 70118, USA; Children's Hospital of New Orleans, New Orleans, LA 70118, USA.
| | - Stuart A Chalew
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Louisiana State University Health Sciences Center, New Orleans, LA 70118, USA; Children's Hospital of New Orleans, New Orleans, LA 70118, USA.
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Redondo MJ, Gignoux CR, Dabelea D, Hagopian WA, Onengut-Gumuscu S, Oram RA, Rich SS. Type 1 diabetes in diverse ancestries and the use of genetic risk scores. Lancet Diabetes Endocrinol 2022; 10:597-608. [PMID: 35724677 PMCID: PMC10024251 DOI: 10.1016/s2213-8587(22)00159-0] [Citation(s) in RCA: 40] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/16/2022] [Accepted: 05/06/2022] [Indexed: 02/06/2023]
Abstract
Over 75 genetic loci within and outside of the HLA region influence type 1 diabetes risk. Genetic risk scores (GRS), which facilitate the integration of complex genetic information, have been developed in type 1 diabetes and incorporated into models and algorithms for classification, prognosis, and prediction of disease and response to preventive and therapeutic interventions. However, the development and validation of GRS across different ancestries is still emerging, as is knowledge on type 1 diabetes genetics in populations of diverse genetic ancestries. In this Review, we provide a summary of the current evidence on the evolutionary genetic variation in type 1 diabetes and the racial and ethnic differences in type 1 diabetes epidemiology, clinical characteristics, and preclinical course. We also discuss the influence of genetics on type 1 diabetes with differences across ancestries and the development and validation of GRS in various populations.
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Affiliation(s)
- Maria J Redondo
- Division of Diabetes and Endocrinology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA.
| | - Christopher R Gignoux
- Department of Medicine and Colorado Center for Personalized Medicine, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - William A Hagopian
- Division of Diabetes Programs, Pacific Northwest Research Institute, Seattle, WA, USA
| | - Suna Onengut-Gumuscu
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Richard A Oram
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, University of Exeter, Exeter, UK; The Academic Kidney Unit, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Stephen S Rich
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
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The Effect of Ethnicity in the Rate of Beta-Cell Functional Loss in the First 3 Years After Type 1 Diabetes Diagnosis. J Clin Endocrinol Metab 2020. [PMID: 32502242 DOI: 10.1210/clinem/dgaa348] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVE We set forth to compare ethnicities for metabolic and immunological characteristics at the clinical diagnosis of type 1 diabetes (T1D) and assess the effect of ethnicity on beta-cell functional loss within 3 years after clinical diagnosis. RESEARCH METHODS AND DESIGN We studied participants in TrialNet New Onset Intervention Trials (n = 624, median age = 14.4 years, 58% male, 8.7% Hispanic) and followed them prospectively for 3 years. Mixed meal tolerance tests (MMTT) were performed within 6 months following clinical diagnosis and repeated semiannually. Unless otherwise indicated, analyses were adjusted for age, sex, BMI Z-score, and diabetes duration. RESULTS At T1D clinical diagnosis, Hispanics, compared with non-Hispanic whites (NHW), had a higher frequency of diabetic ketoacidosis (DKA) (44.7% vs 25.3%, OR = 2.36, P = 0.01), lower fasting glucose (97 vs 109 mg/dL, P = 0.02) and higher fasting C-peptide (1.23 vs 0.94 ng/mL, P = 0.02) on the first MMTT, and higher frequency of ZnT8 autoantibody positivity (n = 201, 94.1% vs 64%, OR = 7.98, P = 0.05). After exclusion of participants in experimental arms of positive clinical trials, C-peptide area under the curve (AUC) trajectories during the first 3 years after clinical diagnosis were not significantly different between Hispanics and NHW after adjusting for age, sex, BMI-z score, and DKA (n = 413, P = 0.14). CONCLUSION Despite differences in the metabolic and immunological characteristics at clinical diagnosis of T1D between Hispanics and NHW, C-peptide trajectories did not differ significantly in the first 3 years following clinical diagnosis after adjustment for body mass index and other confounders. These findings may inform the design of observational studies and intervention trials in T1D.
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Siller AF, Tosur M, Relan S, Astudillo M, McKay S, Dabelea D, Redondo MJ. Challenges in the diagnosis of diabetes type in pediatrics. Pediatr Diabetes 2020; 21:1064-1073. [PMID: 32562358 DOI: 10.1111/pedi.13070] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/07/2020] [Accepted: 06/10/2020] [Indexed: 12/11/2022] Open
Abstract
The incidence of diabetes, both type 1 and type 2, is increasing. Health outcomes in pediatric diabetes are currently poor, with trends indicating that they are worsening. Minority racial/ethnic groups are disproportionately affected by suboptimal glucose control and have a higher risk of acute and chronic complications of diabetes. Correct clinical management starts with timely and accurate classification of diabetes, but in children this is becoming increasingly challenging due to high prevalence of obesity and shifting demographic composition. The growing obesity epidemic complicates classification by obesity's effects on diabetes. Since the prevalence and clinical characteristics of diabetes vary among racial/ethnic groups, migration between countries leads to changes in the distribution of diabetes types in a certain geographical area, challenging the clinician's ability to classify diabetes. These challenges must be addressed to correctly classify diabetes and establish an appropriate treatment strategy early in the course of disease for all. This may be the first step in improving diabetes outcomes across racial/ethnic groups. This review will discuss the pitfalls in the current diabetes classification scheme that is leading to increasing overlap between diabetes types and heterogeneity within each type. It will also present proposed alternative classification schemes and approaches to understanding diabetes type that may improve the timely and accurate classification of pediatric diabetes type.
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Affiliation(s)
- Alejandro F Siller
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Mustafa Tosur
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Shilpi Relan
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Marcela Astudillo
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Siripoom McKay
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Maria J Redondo
- Diabetes and Endocrinology Section, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
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Mello D, Wiebe D. The Role of Socioeconomic Status in Latino Health Disparities Among Youth with Type 1 Diabetes: a Systematic Review. Curr Diab Rep 2020; 20:56. [PMID: 32974793 DOI: 10.1007/s11892-020-01346-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/10/2020] [Indexed: 01/02/2023]
Abstract
PURPOSE OF REVIEW Type 1 diabetes (T1D) incidence is growing faster among Latino than non-Latino White youth, but ethnic disparities in self-management behaviors and HbA1c are unclear. Socioeconomic status (SES) is a key factor in T1D, which may confound or contribute to disparities in Latino pediatric T1D management. A systematic review examined whether ethnic differences in pediatric T1D outcomes occur and are independent of socioeconomic status (SES). RECENT FINDINGS Latino youth displayed lower self-management and higher HbA1c in approximately half of the identified studies prior to including SES in analyses. Ethnic differences in self-management were found for objective (i.e., frequency of blood glucose checks), but not subjective measures. Ethnic differences were often eliminated when SES was statistically controlled. SES moderated some differences, suggesting complex sociocultural processes. Articles varied widely in SES measures and the analytic methods used to evaluate ethnic disparities. Pediatric Latino T1D disparities are inconsistent and at least partially dependent on the SES context. Recommendations for future research to systematically evaluate SES and Latino T1D disparities are made.
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Affiliation(s)
- Daniel Mello
- Psychological Sciences, University of California, Merced, 5200 N. Lake Road, Merced, CA, 95343, USA.
| | - Deborah Wiebe
- Psychological Sciences, University of California, Merced, 5200 N. Lake Road, Merced, CA, 95343, USA
- University of California, Merced, CA, USA
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11
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Tosur M, Geyer SM, Rodriguez H, Libman I, Baidal DA, Redondo MJ. Ethnic differences in progression of islet autoimmunity and type 1 diabetes in relatives at risk. Diabetologia 2018; 61:2043-2053. [PMID: 29931415 PMCID: PMC6611550 DOI: 10.1007/s00125-018-4660-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 05/17/2018] [Indexed: 01/13/2023]
Abstract
AIMS/HYPOTHESIS We hypothesised that progression of islet autoimmunity and type 1 diabetes mellitus differs among races/ethnicities in at-risk individuals. METHODS In this study, we analysed the data from the Type 1 Diabetes TrialNet Pathway to Prevention Study. We studied 4873 non-diabetic, autoantibody-positive relatives of individuals with type 1 diabetes followed prospectively (11% Hispanic, 80.9% non-Hispanic white [NHW], 2.9% non-Hispanic black [NHB] and 5.2% non-Hispanic other [NHO]). Primary outcomes were time from single autoantibody positivity confirmation to multiple autoantibody positivity, and time from multiple autoantibody positivity to type 1 diabetes mellitus diagnosis. RESULTS Conversion from single to multiple autoantibody positivity was less common in Hispanic individuals than in NHW individuals (HR 0.66 [95% CI 0.46, 0.96], p = 0.028) adjusting for autoantibody type, age, sex, Diabetes Prevention Trial Type 1 Risk Score and HLA-DR3-DQ2/DR4-DQ8 genotype. In participants who screened positive for multiple autoantibodies (n = 2834), time to type 1 diabetes did not differ by race/ethnicity overall (p = 0.91). In children who were <12 years old when multiple autoantibody positivity was determined, being overweight/obese had differential effects by ethnicity: type 1 diabetes risk was increased by 36% in NHW children (HR 1.36 [95% CI 1.04, 1.77], p = 0.024) and was nearly quadrupled in Hispanic children (HR 3.8 [95% CI 1.6, 9.1], p = 0.0026). We did not observe this interaction in participants who were ≥12 years old at determination of autoantibody positivity, although this group size was limited. No significant differential risks were observed between individuals of NHB and NHW ethnicity. CONCLUSIONS/INTERPRETATION The risk and rate of progression of islet autoimmunity were lower in Hispanic compared with NHW at-risk individuals, while significant differences in the development of type 1 diabetes were limited to children <12 years old and were modified by BMI.
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Affiliation(s)
- Mustafa Tosur
- Section of Diabetes and Endocrinology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, 6701 Fannin St, Suite 10.20, Houston, TX, 77030, USA.
| | - Susan M Geyer
- Health Informatics Institute, Department of Pediatrics, University of South Florida, Tampa, FL, USA
| | - Henry Rodriguez
- University of South Florida Diabetes Center, Department of Pediatrics, University of South Florida, Tampa, FL, USA
| | - Ingrid Libman
- Division of Pediatric Endocrinology, Department of Pediatrics, Children's Hospital of Pittsburgh of University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - David A Baidal
- Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Miami, Miami, FL, USA
| | - Maria J Redondo
- Section of Diabetes and Endocrinology, Department of Pediatrics, Texas Children's Hospital, Baylor College of Medicine, 6701 Fannin St, Suite 10.20, Houston, TX, 77030, USA
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12
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Lee B, Holt EW, Wong RJ, Sewell JL, Somsouk M, Khalili M, Maher JJ, Tana MM. Race/ethnicity is an independent risk factor for autoimmune hepatitis among the San Francisco underserved. Autoimmunity 2018; 51:258-264. [PMID: 29890851 PMCID: PMC6311708 DOI: 10.1080/08916934.2018.1482884] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 05/12/2018] [Accepted: 05/28/2018] [Indexed: 12/13/2022]
Abstract
Although autoimmune hepatitis (AIH) is more common in women and affects people of all races/ethnicities, there is currently limited information regarding the relationship between race/ethnicity and AIH, especially in the context of underserved populations. We aim to evaluate the relationship between race/ethnicity and AIH and better characterize its clinical features among different racial groups. We conducted a 15-year retrospective analysis, from January 2002 to June 2017, of patients seen at Zuckerberg San Francisco General Hospital (ZSFG). Sixty-three AIH patients and 2049 non-AIH controls were eligible for the study. The main predictor of interest was race/ethnicity, and the main outcome of interest was AIH diagnosis; other secondary measures recorded include clinical features such as ALT, bilirubin, and biopsy fibrosis at presentation. In a multivariable model adjusting for age and sex, we found that black (OR 9.6, 95% CI 1.8-178), Latino (OR 25.0, 95% CI 5.3-448), and Asian/Pacific Islander (API) (OR 10.8, 95% CI 2.2-196) race/ethnicity were associated with increased odds of an AIH diagnosis compared to the white reference group. Among people of colour with AIH, there were no significant differences in baseline ALT (p = .45), total bilirubin at presentation (p = .06), fibrosis at presentation (p = .74), and hospitalization (p = .27). Race/ethnicity is an independent risk factor for AIH. The clinical features of AIH did not differ significantly among black, Latino, and API patients.
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Affiliation(s)
- Briton Lee
- School of Medicine, University of California San Francisco, San Francisco, California
| | - Edward W. Holt
- Division of Transplant, Division of Hepatology, California Pacific Medical Center, San Francisco, CA
| | - Robert J. Wong
- Division of Gastroenterology and Hepatology, Alameda Health System, Highland Hospital, Oakland, California
| | - Justin L. Sewell
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Ma Somsouk
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California
| | - Mandana Khalili
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California
- UCSF Liver Center
| | - Jacquelyn J. Maher
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California
- UCSF Liver Center
| | - Michele M. Tana
- Division of Gastroenterology, Department of Medicine, University of California San Francisco, San Francisco, California
- UCSF Liver Center
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Redondo MJ, Libman I, Cheng P, Kollman C, Tosur M, Gal RL, Bacha F, Klingensmith GJ, Clements M. Racial/Ethnic Minority Youth With Recent-Onset Type 1 Diabetes Have Poor Prognostic Factors. Diabetes Care 2018; 41:1017-1024. [PMID: 29496742 DOI: 10.2337/dc17-2335] [Citation(s) in RCA: 79] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2017] [Accepted: 02/06/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To compare races/ethnicities for characteristics, at type 1 diabetes diagnosis and during the first 3 years postdiagnosis, known to influence long-term health outcomes. RESEARCH DESIGN AND METHODS We analyzed 927 Pediatric Diabetes Consortium (PDC) participants <19 years old (631 non-Hispanic white [NHW], 216 Hispanic, and 80 African American [AA]) diagnosed with type 1 diabetes and followed for a median of 3.0 years (interquartile range 2.2-3.6). Demographic and clinical data were collected from medical records and patient/parent interviews. Partial remission period or "honeymoon" was defined as insulin dose-adjusted hemoglobin A1c (IDAA1c) ≤9.0%. We used logistic, linear, and multinomial regression models, as well as repeated-measures logistic and linear regression models. Models were adjusted for known confounders. RESULTS AA subjects, compared with NHW, at diagnosis, were in a higher age- and sex-adjusted BMI percentile (BMI%), had more advanced pubertal development, and had higher frequency of presentation in diabetic ketoacidosis, largely explained by socioeconomic factors. During the first 3 years, AA subjects were more likely to have hypertension and severe hypoglycemia events; had trajectories with higher hemoglobin A1c, BMI%, insulin doses, and IDAA1c; and were less likely to enter the partial remission period. Hispanics, compared with NHWs, had higher BMI% at diagnosis and over the three subsequent years. During the 3 years postdiagnosis, Hispanics had higher prevalence of dyslipidemia and maintained trajectories of higher insulin doses and IDAA1c. CONCLUSIONS Youth of minority race/ethnicity have increased markers of poor prognosis of type 1 diabetes at diagnosis and 3 years postdiagnosis, possibly contributing to higher risk of long-term diabetes complications compared with NHWs.
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Affiliation(s)
| | - Ingrid Libman
- Division of Pediatric Endocrinology and Diabetes, Children's Hospital of Pittsburgh of University of Pittsburgh Medical Center, Pittsburgh, PA
| | | | | | - Mustafa Tosur
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX
| | | | - Fida Bacha
- Baylor College of Medicine, Texas Children's Hospital, Houston, TX
| | - Georgeanna J Klingensmith
- Barbara Davis Center for Childhood Diabetes, Department of Pediatrics, University of Colorado, Aurora, CO
| | - Mark Clements
- Children's Mercy Kansas City, Kansas City, MO.,University of Missouri-Kansas City, Kansas City, MO
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Redondo MJ, Steck AK, Pugliese A. Genetics of type 1 diabetes. Pediatr Diabetes 2018; 19:346-353. [PMID: 29094512 PMCID: PMC5918237 DOI: 10.1111/pedi.12597] [Citation(s) in RCA: 132] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Revised: 09/18/2017] [Accepted: 09/20/2017] [Indexed: 12/23/2022] Open
Abstract
Type 1 diabetes (T1D) results from immune-mediated loss of pancreatic beta cells leading to insulin deficiency. It is the most common form of diabetes in children, and its incidence is on the rise. This article reviews the current knowledge on the genetics of T1D. In particular, we discuss the influence of HLA and non-HLA genes on T1D risk and disease progression through the preclinical stages of the disease, and the development of genetic scores that can be applied to disease prediction. Racial/ethnic differences, challenges and future directions in the genetics of T1D are also discussed.
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Affiliation(s)
- Maria J. Redondo
- Texas Children's Hospital, Baylor College of Medicine, Houston, TX 77030
| | - Andrea K. Steck
- University of Colorado School of Medicine, Barbara Davis Center for Childhood Diabetes, Aurora, CO, 80045
| | - Alberto Pugliese
- Diabetes Research Institute, Department of Medicine, Division of Endocrinology and Metabolism, Department of Microbiology and Immunology, Leonard Miller School of Medicine, University of Miami, Miami, FL 33136
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15
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Grulich-Henn J, Klose D. Understanding childhood diabetes mellitus: new pathophysiological aspects. J Inherit Metab Dis 2018; 41:19-27. [PMID: 29247329 DOI: 10.1007/s10545-017-0120-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/01/2017] [Accepted: 11/28/2017] [Indexed: 12/16/2022]
Abstract
Diabetes mellitus (DM) is not a single disease, but several pathophysiological conditions where synthesis, release, and/or action of insulin are disturbed. A progressive autoimmune/autoinflammatory destruction of islet cells is still considered the main pathophysiological event in the development of T1DM, but there is evidence that T1DM itself is a heterogeneous disease. More than 50 gene regions are closely associated with T1DM and a variety of epigenetic factors and metabolic patterns have been characterized, which may play a role in the development of T1DM. The pathogenesis and genetics of type 2 DM (T2DM) are distinct from T1DM. Genes associated with T2DM are distinct from those in T1DM. Characteristic metabolic patterns, different from those in T1DM were reported in T2DM, and some children with T2DM also express islet-antibodies. Huge progress has been made in the characterization of other specific types of DM, which had been considered very rare before. The molecular clarification of maturity-onset diabetes of the young (MODY) has greatly improved our understanding of the pathophysiology of DM. There are genetic overlaps between T2DM and monogenetic DM. Neonatal DM has been shown to be monogenetic in most cases, and genetic elucidation leads to more precise and individualized therapies. Cystic fibrosis related DM (CFRDM) should be considered a genuine part of cystic fibrosis, and not a complication, since pancreatic fibrosis does not sufficiently explain the pathophysiology of CFRDM. Disturbances of cystic fibrosis transmembrane conductance regulator (CFTR) as well as autoimmunity are involved in the pathogenesis of CFRDM.
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MESH Headings
- Adolescent
- Age of Onset
- Autoantibodies/immunology
- Autoimmunity
- Blood Glucose/metabolism
- Child
- Child, Preschool
- Cystic Fibrosis/epidemiology
- Cystic Fibrosis/genetics
- Cystic Fibrosis/metabolism
- Cystic Fibrosis/physiopathology
- Cystic Fibrosis Transmembrane Conductance Regulator/genetics
- Cystic Fibrosis Transmembrane Conductance Regulator/metabolism
- Diabetes Mellitus, Type 1/blood
- Diabetes Mellitus, Type 1/epidemiology
- Diabetes Mellitus, Type 1/genetics
- Diabetes Mellitus, Type 1/physiopathology
- Diabetes Mellitus, Type 2/blood
- Diabetes Mellitus, Type 2/epidemiology
- Diabetes Mellitus, Type 2/genetics
- Diabetes Mellitus, Type 2/physiopathology
- Energy Metabolism/genetics
- Genetic Predisposition to Disease
- Humans
- Infant
- Infant, Newborn
- Infant, Newborn, Diseases/blood
- Infant, Newborn, Diseases/epidemiology
- Infant, Newborn, Diseases/genetics
- Infant, Newborn, Diseases/physiopathology
- Insulin/blood
- Islets of Langerhans/immunology
- Islets of Langerhans/metabolism
- Islets of Langerhans/pathology
- Islets of Langerhans/physiopathology
- Risk Factors
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Affiliation(s)
- Juergen Grulich-Henn
- University Children´s Hospital, University of Heidelberg, Im Neuenheimer Feld 430, Heidelberg, D-69120, Germany.
| | - Daniela Klose
- University Children´s Hospital, University of Heidelberg, Im Neuenheimer Feld 430, Heidelberg, D-69120, Germany
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