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Törn C, Liu X, Onengut-Gumuscu S, Counts KM, Moreno JL, Remedios CL, Chen WM, LeFaive J, Butterworth MD, Akolkar B, Krischer JP, Lernmark Å, Rewers M, She JX, Toppari J, Ziegler AG, Ratan A, Smith AV, Hagopian WA, Rich SS, Parikh HM. Telomere length is not a main factor for the development of islet autoimmunity and type 1 diabetes in the TEDDY study. Sci Rep 2022; 12:4516. [PMID: 35296692 PMCID: PMC8927592 DOI: 10.1038/s41598-022-08058-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 03/01/2022] [Indexed: 11/09/2022] Open
Abstract
The Environmental Determinants of Diabetes in the Young (TEDDY) study enrolled 8676 children, 3-4 months of age, born with HLA-susceptibility genotypes for islet autoimmunity (IA) and type 1 diabetes (T1D). Whole-genome sequencing (WGS) was performed in 1119 children in a nested case-control study design. Telomere length was estimated from WGS data using five tools: Computel, Telseq, Telomerecat, qMotif and Motif_counter. The estimated median telomere length was 5.10 kb (IQR 4.52-5.68 kb) using Computel. The age when the blood sample was drawn had a significant negative correlation with telomere length (P = 0.003). European children, particularly those from Finland (P = 0.041) and from Sweden (P = 0.001), had shorter telomeres than children from the U.S.A. Paternal age (P = 0.019) was positively associated with telomere length. First-degree relative status, presence of gestational diabetes in the mother, and maternal age did not have a significant impact on estimated telomere length. HLA-DR4/4 or HLA-DR4/X children had significantly longer telomeres compared to children with HLA-DR3/3 or HLA-DR3/9 haplogenotypes (P = 0.008). Estimated telomere length was not significantly different with respect to any IA (P = 0.377), IAA-first (P = 0.248), GADA-first (P = 0.248) or T1D (P = 0.861). These results suggest that telomere length has no major impact on the risk for IA, the first step to develop T1D. Nevertheless, telomere length was shorter in the T1D high prevalence populations, Finland and Sweden.
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Affiliation(s)
- Carina Törn
- Unit for Diabetes and Celiac Disease, Wallenberg/CRC, Department of Clinical Sciences, Lund University/CRC, Skåne University Hospital SUS, 21428, Malmö, Sweden.
| | - Xiang Liu
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Suna Onengut-Gumuscu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Kevin M Counts
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Jose Leonardo Moreno
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Cassandra L Remedios
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Wei-Min Chen
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Jonathon LeFaive
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Martha D Butterworth
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Beena Akolkar
- National Institutes of Diabetes and Digestive and Kidney Diseases, Bethesda, MD, USA
| | - Jeffrey P Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA
| | - Åke Lernmark
- Unit for Diabetes and Celiac Disease, Wallenberg/CRC, Department of Clinical Sciences, Lund University/CRC, Skåne University Hospital SUS, 21428, Malmö, Sweden
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland.,Institute of Biomedicine, Research Centre for Integrative Physiology and Pharmacology and Centre for Population Health Research, University of Turku, Turku, Finland
| | - Anette-Gabriele Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, Munich, Germany.,Forschergruppe Diabetes, Technical University of Munich, Klinikum Rechts der Isar, Munich, Germany.,Forschergruppe Diabetes e.V. at Helmholtz Zentrum München, Munich, Germany
| | - Aakrosh Ratan
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Albert V Smith
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | | | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Hemang M Parikh
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, 3650 Spectrum Blvd #100, Tampa, FL, 33612, USA.
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Webb‐Robertson BM, Bramer LM, Stanfill BA, Reehl SM, Nakayasu ES, Metz TO, Frohnert BI, Norris JM, Johnson RK, Rich SS, Rewers MJ. Prediction of the development of islet autoantibodies through integration of environmental, genetic, and metabolic markers. J Diabetes 2021; 13:143-153. [PMID: 33124145 PMCID: PMC7818425 DOI: 10.1111/1753-0407.13093] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 06/29/2020] [Accepted: 07/15/2020] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The Environmental Determinants of the Diabetes in the Young (TEDDY) study has prospectively followed, from birth, children at increased genetic risk of type 1 diabetes. TEDDY has collected heterogenous data longitudinally to gain insights into the environmental and biological mechanisms driving the progression to persistent islet autoantibodies. METHODS We developed a machine learning model to predict imminent transition to the development of persistent islet autoantibodies based on time-varying metabolomics data integrated with time-invariant risk factors (eg, gestational age). The machine learning was initiated with 221 potential features (85 genetic, 5 environmental, 131 metabolomic) and an ensemble-based feature evaluation was utilized to identify a small set of predictive features that can be interrogated to better understand the pathogenesis leading up to persistent islet autoimmunity. RESULTS The final integrative machine learning model included 42 disparate features, returning a cross-validated receiver operating characteristic area under the curve (AUC) of 0.74 and an AUC of ~0.65 on an independent validation dataset. The model identified a principal set of 20 time-invariant markers, including 18 genetic markers (16 single nucleotide polymorphisms [SNPs] and two HLA-DR genotypes) and two demographic markers (gestational age and exposure to a prebiotic formula). Integration with the metabolome identified 22 supplemental metabolites and lipids, including adipic acid and ceramide d42:0, that predicted development of islet autoantibodies. CONCLUSIONS The majority (86%) of metabolites that predicted development of islet autoantibodies belonged to three pathways: lipid oxidation, phospholipase A2 signaling, and pentose phosphate, suggesting that these metabolic processes may play a role in triggering islet autoimmunity.
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Affiliation(s)
- Bobbie‐Jo M. Webb‐Robertson
- Biological Sciences Division, Pacific Northwest National LaboratoryRichlandWashingtonUSA
- Colorado School of Public HealthUniversity of Colorado Anschutz Medical CampusAuroraCaliforniaUSA
| | - Lisa M. Bramer
- Computing and Analytics DivisionPacific Northwest National LaboratoryRichlandWashingtonUSA
| | - Bryan A. Stanfill
- Computing and Analytics DivisionPacific Northwest National LaboratoryRichlandWashingtonUSA
| | - Sarah M. Reehl
- Computing and Analytics DivisionPacific Northwest National LaboratoryRichlandWashingtonUSA
| | - Ernesto S. Nakayasu
- Biological Sciences Division, Pacific Northwest National LaboratoryRichlandWashingtonUSA
| | - Thomas O. Metz
- Biological Sciences Division, Pacific Northwest National LaboratoryRichlandWashingtonUSA
| | - Brigitte I. Frohnert
- Barbara Davis Center for DiabetesUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
| | - Jill M. Norris
- Colorado School of Public HealthUniversity of Colorado Anschutz Medical CampusAuroraCaliforniaUSA
| | - Randi K. Johnson
- Colorado School of Public HealthUniversity of Colorado Anschutz Medical CampusAuroraCaliforniaUSA
| | - Stephen S. Rich
- Center for Public Health GenomicsUniversity of VirginiaCharlottesvilleVirginiaUSA
| | - Marian J. Rewers
- Barbara Davis Center for DiabetesUniversity of Colorado Anschutz Medical CampusAuroraColoradoUSA
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3
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Salami F, Lee HS, Freyhult E, Elding Larsson H, Lernmark Å, Törn C. Reduction in White Blood Cell, Neutrophil, and Red Blood Cell Counts Related to Sex, HLA, and Islet Autoantibodies in Swedish TEDDY Children at Increased Risk for Type 1 Diabetes. Diabetes 2018; 67:2329-2336. [PMID: 30104249 PMCID: PMC6198343 DOI: 10.2337/db18-0355] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 07/29/2018] [Indexed: 12/19/2022]
Abstract
Islet autoantibodies (IAs) precede the clinical onset of type 1 diabetes (T1D); however, the knowledge is limited about whether the prodrome affects complete blood counts (CBCs) in 4- to 12-year-old children with increased genetic risk for T1D. This study tested whether CBCs were altered in 4- to 12-year-old children without (n = 376) or with one or several IAs against insulin, GAD65, or IA-2 (n = 72). CBC was analyzed during longitudinal follow-up in 448 Swedish children enrolled in The Environmental Determinants of Diabetes in the Young (TEDDY) study. A linear mixed-effects model was used to assess potential association between IA and CBC measurements over time. The white blood cell and neutrophil counts were reduced in children with IAs, primarily in boys. In contrast, girls had lower levels of hemoglobin and hematocrit. Positivity for multiple IAs showed the lowest counts in white blood cells and neutrophils in boys and red blood cells, hemoglobin, and hematocrit in girls. These associations were primarily observed in children with the HLA-DR3-DQ2/DR4-DQ8 genotype. We conclude that the reduction in neutrophils and red blood cells in children with multiple IAs and HLA-DR3-DQ2/DR4-DQ8 genotype may signal a sex-dependent islet autoimmunity detected in longitudinal CBCs.
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Affiliation(s)
- Falastin Salami
- Department of Clinical Sciences, Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden
| | - Hye-Seung Lee
- Health Informatics Institute, Department of Pediatrics, University of South Florida, Tampa, FL
| | - Eva Freyhult
- Department of Medical Sciences, National Bioinformatics Infrastructure Sweden, Science for Life Laboratory, Uppsala University, Uppsala, Sweden
| | - Helena Elding Larsson
- Department of Clinical Sciences, Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden
| | - Carina Törn
- Department of Clinical Sciences, Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden
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4
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Sharma A, Liu X, Hadley D, Hagopian W, Chen WM, Onengut-Gumuscu S, Törn C, Steck AK, Frohnert BI, Rewers M, Ziegler AG, Lernmark Å, Toppari J, Krischer JP, Akolkar B, Rich SS, She JX. Identification of non-HLA genes associated with development of islet autoimmunity and type 1 diabetes in the prospective TEDDY cohort. J Autoimmun 2018; 89:90-100. [PMID: 29310926 PMCID: PMC5902429 DOI: 10.1016/j.jaut.2017.12.008] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2017] [Revised: 12/05/2017] [Accepted: 12/06/2017] [Indexed: 12/28/2022]
Abstract
Traditional linkage analysis and genome-wide association studies have identified HLA and a number of non-HLA genes as genetic factors for islet autoimmunity (IA) and type 1 diabetes (T1D). However, the relative risk associated with previously identified non-HLA genes is usually very small as measured in cases/controls from mixed populations. Genetic associations for IA and T1D may be more accurately assessed in prospective cohorts. In this study, 5806 subjects from the TEDDY (The Environmental Determinants of Diabetes in the Young) study, an international prospective cohort study, were genotyped for 176,586 SNPs on the ImmunoChip. Cox proportional hazards analyses were performed to discover the SNPs associated with the risk for IA, T1D, or both. Three regions were associated with the risk of developing any persistent confirmed islet autoantibody: one known region near SH2B3 (HR = 1.35, p = 3.58 × 10-7) with Bonferroni-corrected significance and another known region near PTPN22 (HR = 1.46, p = 2.17 × 10-6) and one novel region near PPIL2 (HR = 2.47, p = 9.64 × 10-7) with suggestive evidence (p < 10-5). Two known regions (PTPN22: p = 2.25 × 10-6, INS; p = 1.32 × 10-7) and one novel region (PXK/PDHB: p = 8.99 × 10-6) were associated with the risk for multiple islet autoantibodies. First appearing islet autoantibodies differ with respect to association. Two regions (INS: p = 5.67 × 10-6 and TTC34/PRDM16: 6.45 × 10-6) were associated if the fist appearing autoantibody was IAA and one region (RBFOX1: p = 8.02 × 10-6) was associated if the first appearing autoantibody was GADA. The analysis of T1D identified one region already known to be associated with T1D (INS: p = 3.13 × 10-7) and three novel regions (RNASET2, PLEKHA1, and PPIL2; 5.42 × 10-6 > p > 2.31 × 10-6). These results suggest that a number of low frequency variants influence the risk of developing IA and/or T1D and these variants can be identified by large prospective cohort studies using a survival analysis approach.
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Affiliation(s)
- Ashok Sharma
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA; Division of Biostatistics and Data Science, Department of Population Health Sciences, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Xiang Liu
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - David Hadley
- Division of Population Health Sciences and Education, St George's University of London, London, United Kingdom
| | | | - Wei-Min Chen
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Suna Onengut-Gumuscu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Carina Törn
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - Andrea K Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Aurora, CO, USA
| | - Brigitte I Frohnert
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Aurora, CO, USA
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Aurora, CO, USA
| | - Anette-G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, Munich-Neuherberg, Germany; Klinikum rechts der Isar, Technische Universität München, Munich-Neuherberg, Germany; Forschergruppe Diabetes e.V., Munich-Neuherberg, Germany
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Jeffrey P Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Beena Akolkar
- National Institutes of Diabetes and Digestive and Kidney Disorders, National Institutes of Health, Bethesda, MD, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA.
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5
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Uusitalo U, Lee HS, Andrén Aronsson C, Vehik K, Yang J, Hummel S, Silvis K, Lernmark Å, Rewers M, Hagopian W, She JX, Simell O, Toppari J, Ziegler AG, Akolkar B, Krischer J, Virtanen SM, Norris JM. Early Infant Diet and Islet Autoimmunity in the TEDDY Study. Diabetes Care 2018; 41:522-530. [PMID: 29343517 PMCID: PMC5829968 DOI: 10.2337/dc17-1983] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2017] [Accepted: 12/08/2017] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To examine duration of breastfeeding and timing of complementary foods and risk of islet autoimmunity (IA). RESEARCH DESIGN AND METHODS The Environmental Determinants of Diabetes in the Young (TEDDY) study prospectively follows 8,676 children with increased genetic risk of type 1 diabetes (T1D) in the U.S., Finland, Germany, and Sweden. This study included 7,563 children with at least 9 months of follow-up. Blood samples were collected every 3 months from birth to evaluate IA, defined as persistent, confirmed positive antibodies to insulin (IAAs), GAD, or insulinoma antigen-2. We examined the associations between diet and the risk of IA using Cox regression models adjusted for country, T1D family history, HLA genotype, sex, and early probiotic exposure. Additionally, we investigated martingale residuals and log-rank statistics to determine cut points for ages of dietary exposures. RESULTS Later introduction of gluten was associated with increased risk of any IA and IAA. The hazard ratios (HRs) for every 1-month delay in gluten introduction were 1.05 (95% CI 1.01, 1.10; P = 0.02) and 1.08 (95% CI 1.00, 1.16; P = 0.04), respectively. Martingale residual analysis suggested that the age at gluten introduction could be grouped as <4, 4-9, and >9 months. The risk of IA associated with introducing gluten before 4 months of age was lower (HR 0.68; 95% CI 0.47, 0.99), and the risk of IA associated with introducing it later than the age of 9 months was higher (HR 1.57; 95% CI 1.07, 2.31) than introduction between 4 and 9 months of age. CONCLUSIONS The timing of gluten-containing cereals and IA should be studied further.
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6
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Elding Larsson H, Lynch KF, Lönnrot M, Haller MJ, Lernmark Å, Hagopian WA, She JX, Simell O, Toppari J, Ziegler AG, Akolkar B, Krischer JP, Rewers MJ, Hyöty H. Pandemrix® vaccination is not associated with increased risk of islet autoimmunity or type 1 diabetes in the TEDDY study children. Diabetologia 2018; 61:193-202. [PMID: 28990147 PMCID: PMC5774660 DOI: 10.1007/s00125-017-4448-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2017] [Accepted: 08/14/2017] [Indexed: 12/30/2022]
Abstract
AIMS/HYPOTHESIS During the A/H1N1 2009 (A/California/04/2009) pandemic, mass vaccination with a squalene-containing vaccine, Pandemrix®, was performed in Sweden and Finland. The vaccination was found to cause narcolepsy in children and young adults with the HLA-DQ 6.2 haplotype. The aim of this study was to investigate if exposure to Pandemrix® similarly increased the risk of islet autoimmunity or type 1 diabetes. METHODS In The Environmental Determinants of Diabetes in the Young (TEDDY) study, children are followed prospectively for the development of islet autoimmunity and type 1 diabetes. In October 2009, when the mass vaccination began, 3401 children at risk for islet autoimmunity and type 1 diabetes were followed in Sweden and Finland. Vaccinations were recorded and autoantibodies against insulin, GAD65 and insulinoma-associated protein 2 were ascertained quarterly before the age of 4 years and semi-annually thereafter. RESULTS By 5 August 2010, 2413 of the 3401 (71%) children observed as at risk for an islet autoantibody or type 1 diabetes on 1 October 2009 had been vaccinated with Pandemrix®. By 31 July 2016, 232 children had at least one islet autoantibody before 10 years of age, 148 had multiple islet autoantibodies and 96 had developed type 1 diabetes. The risk of islet autoimmunity was not increased among vaccinated children. The HR (95% CI) for the appearance of at least one islet autoantibody was 0.75 (0.55, 1.03), at least two autoantibodies was 0.85 (0.57, 1.26) and type 1 diabetes was 0.67 (0.42, 1.07). In Finland, but not in Sweden, vaccinated children had a lower risk of islet autoimmunity (0.47 [0.29, 0.75]), multiple autoantibodies (0.50 [0.28, 0.90]) and type 1 diabetes (0.38 [0.20, 0.72]) compared with those who did not receive Pandemrix®. The analyses were adjusted for confounding factors. CONCLUSIONS/INTERPRETATION Children with an increased genetic risk for type 1 diabetes who received the Pandemrix® vaccine during the A/H1N1 2009 pandemic had no increased risk of islet autoimmunity, multiple islet autoantibodies or type 1 diabetes. In Finland, the vaccine was associated with a reduced risk of islet autoimmunity and type 1 diabetes.
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Affiliation(s)
- Helena Elding Larsson
- Department of Clinical Sciences Malmö, Lund University CRC, Skåne University Hospital SUS, Jan Waldenströms gata 35; 60:11, 20502, Malmö, Sweden.
| | - Kristian F Lynch
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Maria Lönnrot
- Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
- Department of Dermatology, Tampere University Hospital, Tampere, Finland
| | - Michael J Haller
- Department of Pediatrics, University of Florida, Gainesville, FL, USA
| | - Åke Lernmark
- Department of Clinical Sciences Malmö, Lund University CRC, Skåne University Hospital SUS, Jan Waldenströms gata 35; 60:11, 20502, Malmö, Sweden
| | | | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Olli Simell
- Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland
- Department of Physiology, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Anette-G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, and Klinikum rechts der Isar, Technische Universität München, Munich, Germany
- Forschergruppe Diabetes e.V., Neuherberg, Germany
| | - Beena Akolkar
- National Institute of Diabetes & Digestive & Kidney Diseases, Bethesda, MD, USA
| | - Jeffrey P Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Marian J Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Heikki Hyöty
- Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
- Fimlab Laboratories, Pirkanmaa Hospital District, Tampere, Finland
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7
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Norris JM, Lee HS, Frederiksen B, Erlund I, Uusitalo U, Yang J, Lernmark Å, Simell O, Toppari J, Rewers M, Ziegler AG, She JX, Onengut-Gumuscu S, Chen WM, Rich SS, Sundvall J, Akolkar B, Krischer J, Virtanen SM, Hagopian W. Plasma 25-Hydroxyvitamin D Concentration and Risk of Islet Autoimmunity. Diabetes 2018; 67:146-154. [PMID: 29061729 PMCID: PMC5741144 DOI: 10.2337/db17-0802] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Accepted: 10/05/2017] [Indexed: 12/16/2022]
Abstract
We examined the association between plasma 25-hydroxyvitamin D [25(OH)D] concentration and islet autoimmunity (IA) and whether vitamin D gene polymorphisms modify the effect of 25(OH)D on IA risk. We followed 8,676 children at increased genetic risk of type 1 diabetes at six sites in the U.S. and Europe. We defined IA as positivity for at least one autoantibody (GADA, IAA, or IA-2A) on two or more visits. We conducted a risk set sampled nested case-control study of 376 IA case subjects and up to 3 control subjects per case subject. 25(OH)D concentration was measured on all samples prior to, and including, the first IA positive visit. Nine polymorphisms in VDR, CYP24A, CYP27B1, GC, and RXRA were analyzed as effect modifiers of 25(OH)D. Adjusting for HLA-DR-DQ and ancestry, higher childhood 25(OH)D was associated with lower IA risk (odds ratio = 0.93 for a 5 nmol/L difference; 95% CI 0.89, 0.97). Moreover, this association was modified by VDR rs7975232 (interaction P = 0.0072), where increased childhood 25(OH)D was associated with a decreasing IA risk based upon number of minor alleles: 0 (1.00; 0.93, 1.07), 1 (0.92; 0.89, 0.96), and 2 (0.86; 0.80, 0.92). Vitamin D and VDR may have a combined role in IA development in children at increased genetic risk for type 1 diabetes.
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Affiliation(s)
- Jill M Norris
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Hye-Seung Lee
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Brittni Frederiksen
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Iris Erlund
- Genomics and Biomarkers Unit, Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - Ulla Uusitalo
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Jimin Yang
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University Clinical Research Centre, Malmö, Sweden
| | - Olli Simell
- Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland
- Department of Physiology, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Anette-G Ziegler
- Department of Pediatrics, Diabetes Research Institute, Munich, Germany
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Augusta University, Augusta, GA
| | | | - Wei-Min Chen
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Jouko Sundvall
- Genomics and Biomarkers Unit, Department of Health, National Institute for Health and Welfare, Helsinki, Finland
| | - Beena Akolkar
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Jeffrey Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Suvi M Virtanen
- Nutrition Unit, National Institute for Health and Welfare, Helsinki, Finland; School of Health Sciences, University of Tampere; Center for Child Health Research, University of Tampere and Tampere University Hospital; and The Science Center of Pirkanmaa Hospital District, Tampere, Finland
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8
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Johnson SB, Lynch KF, Roth R, Schatz D. My Child Is Islet Autoantibody Positive: Impact on Parental Anxiety. Diabetes Care 2017; 40:1167-1172. [PMID: 28663383 PMCID: PMC5566282 DOI: 10.2337/dc17-0166] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2017] [Accepted: 06/02/2017] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess parent anxiety in response to genetic and islet autoantibody (IA) testing in children at increased genetic risk for type 1 diabetes followed from birth in The Environmental Determinants of Diabetes in the Young (TEDDY) study. RESEARCH DESIGN AND METHODS Parent anxiety about TEDDY children's risk was assessed with the State Anxiety Inventory (SAI). Parents completed the SAI when the child was 3, 6, and 15 months old and annually thereafter. Children were tested for IA every 3 months for 4 years and every 6 months thereafter. Parent SAI scores of 6,799 children followed with IA testing for at least 1 and up to 6 years were examined. RESULTS At study inception, parents showed high levels of anxiety in response to their child's increased genetic type 1 diabetes risk; mothers were more anxious than fathers, and parents with diabetes in the family were more anxious than parents with no family history. In response to repeated IA-negative (IA-) test results, parent anxiety declined to normal levels. Anxiety increased in parents faced with an IA-positive (IA+) test result. Parents faced with two or more types of IA+ test results showed particularly high levels of anxiety (all P < 0.001). CONCLUSIONS Infant genetic screening for type 1 diabetes raises parent anxiety when the child is at increased risk, but anxiety dissipates over time in cases of repeated IA- results. IA+ results heighten parent anxiety, and parents faced with two or more types of IA+ results may experience considerable anxiety for longer periods.
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Affiliation(s)
- Suzanne Bennett Johnson
- Department of Behavioral Sciences and Social Medicine, Florida State University College of Medicine, Tallahassee, FL
| | - Kristian F Lynch
- Health Informatics Institute, University of South Florida, Tampa, FL
| | - Roswith Roth
- Institute of Diabetes Research, Helmholtz Center München, and Klinikum rechts der Isar, Technische Universität München, and Forschergruppe Diabetes e.V., Neuherberg, Germany
- Institute for Psychology, Graz University, Graz, Austria
| | - Desmond Schatz
- Department of Pediatrics, University of Florida College of Medicine, Gainesville, FL
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9
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Lundgren M, Steed LJ, Tamura R, Jonsdottir B, Gesualdo P, Crouch C, Sjöberg M, Hansson G, Hagopian WA, Ziegler AG, Rewers MJ, Lernmark Å, Toppari J, She JX, Akolkar B, Krischer JP, Haller MJ, Elding Larsson H. Analgesic antipyretic use among young children in the TEDDY study: no association with islet autoimmunity. BMC Pediatr 2017; 17:127. [PMID: 28511706 PMCID: PMC5434629 DOI: 10.1186/s12887-017-0884-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2017] [Accepted: 05/09/2017] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND The use of analgesic antipyretics (ANAP) in children have long been a matter of controversy. Data on their practical use on an individual level has, however, been scarce. There are indications of possible effects on glucose homeostasis and immune function related to the use of ANAP. The aim of this study was to analyze patterns of analgesic antipyretic use across the clinical centers of The Environmental Determinants of Diabetes in the Young (TEDDY) prospective cohort study and test if ANAP use was a risk factor for islet autoimmunity. METHODS Data were collected for 8542 children in the first 2.5 years of life. Incidence was analyzed using logistic regression with country and first child status as independent variables. Holm's procedure was used to adjust for multiplicity of intercountry comparisons. Time to autoantibody seroconversion was analyzed using a Cox proportional hazards model with cumulative analgesic use as primary time dependent covariate of interest. For each categorization, a generalized estimating equation (GEE) approach was used. RESULTS Higher prevalence of ANAP use was found in the U.S. (95.7%) and Sweden (94.8%) compared to Finland (78.1%) and Germany (80.2%). First-born children were more commonly given acetaminophen (OR 1.26; 95% CI 1.07, 1.49; p = 0.007) but less commonly Non-Steroidal Anti-inflammatory Drugs (NSAID) (OR 0.86; 95% CI 0.78, 0.95; p = 0.002). Acetaminophen and NSAID use in the absence of fever and infection was more prevalent in the U.S. (40.4%; 26.3% of doses) compared to Sweden, Finland and Germany (p < 0.001). Acetaminophen or NSAID use before age 2.5 years did not predict development of islet autoimmunity by age 6 years (HR 1.02, 95% CI 0.99-1.09; p = 0.27). In a sub-analysis, acetaminophen use in children with fever weakly predicted development of islet autoimmunity by age 3 years (HR 1.05; 95% CI 1.01-1.09; p = 0.024). CONCLUSIONS ANAP use in young children is not a risk factor for seroconversion by age 6 years. Use of ANAP is widespread in young children, and significantly higher in the U.S. compared to other study sites, where use is common also in absence of fever and infection.
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Affiliation(s)
- Markus Lundgren
- Department of Clinical Sciences, Diabetes and Celiac disease unit, Lund University, Clinical Research Centre, Jan Waldenströms gata 35, 205 02, Malmö, Sweden.
| | - Leigh Johnson Steed
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Roy Tamura
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Berglind Jonsdottir
- Department of Clinical Sciences, Diabetes and Celiac disease unit, Lund University, Clinical Research Centre, Jan Waldenströms gata 35, 205 02, Malmö, Sweden
| | - Patricia Gesualdo
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Claire Crouch
- Pacific Northwest Diabetes Research Institute, Seattle, WA, USA
| | - Maija Sjöberg
- Department of Physiology, Institute of Biomedicine, University of Turku, and Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Gertie Hansson
- Department of Clinical Sciences, Diabetes and Celiac disease unit, Lund University, Clinical Research Centre, Jan Waldenströms gata 35, 205 02, Malmö, Sweden
| | | | - Anette G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, and Klinikum rechts der Isar, Technische Universität München, and Forschergruppe Diabetes e.V, Neuherberg, Germany
| | - Marian J Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Åke Lernmark
- Department of Clinical Sciences, Diabetes and Celiac disease unit, Lund University, Clinical Research Centre, Jan Waldenströms gata 35, 205 02, Malmö, Sweden
| | - Jorma Toppari
- Department of Physiology, Institute of Biomedicine, University of Turku, and Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Beena Akolkar
- National Institute of Diabetes & Digestive & Kidney Diseases, Bethesda, MD, USA
| | - Jeffrey P Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Michael J Haller
- Department of Pediatrics, University of Florida, Gainesville, FL, USA
| | - Helena Elding Larsson
- Department of Clinical Sciences, Diabetes and Celiac disease unit, Lund University, Clinical Research Centre, Jan Waldenströms gata 35, 205 02, Malmö, Sweden
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10
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Elding Larsson H, Vehik K, Haller MJ, Liu X, Akolkar B, Hagopian W, Krischer J, Lernmark Å, She JX, Simell O, Toppari J, Ziegler AG, Rewers M. Growth and Risk for Islet Autoimmunity and Progression to Type 1 Diabetes in Early Childhood: The Environmental Determinants of Diabetes in the Young Study. Diabetes 2016; 65:1988-95. [PMID: 26993064 PMCID: PMC4915577 DOI: 10.2337/db15-1180] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Accepted: 03/08/2016] [Indexed: 12/16/2022]
Abstract
Increased growth in early childhood has been suggested to increase the risk of type 1 diabetes. This study explored the relationship between weight or height and development of persistent islet autoimmunity and progression to type 1 diabetes during the first 4 years of life in 7,468 children at genetic risk for type 1 diabetes followed in Finland, Germany, Sweden, and the U.S. Growth data collected every third month were used to estimate individual growth curves by mixed models. Cox proportional hazards models were used to evaluate body size and risk of islet autoimmunity and type 1 diabetes. In the overall cohort, development of islet autoimmunity (n = 575) was related to weight z scores at 12 months (hazard ratio [HR] 1.16 per 1.14 kg in males or per 1.02 kg in females, 95% CI 1.06-1.27, P < 0.001, false discovery rate [FDR] = 0.008) but not at 24 or 36 months. A similar relationship was seen between weight z scores and development of multiple islet autoantibodies (1 year: HR 1.21, 95% CI 1.08-1.35, P = 0.001, FDR = 0.008; 2 years: HR 1.18, 95% CI 1.06-1.32, P = 0.004, FDR = 0.02). No association was found between weight or height and type 1 diabetes (n = 169). In conclusion, greater weight in the first years of life was associated with an increased risk of islet autoimmunity.
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Affiliation(s)
| | - Kendra Vehik
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Michael J Haller
- Department of Pediatrics, University of Florida, Gainesville, FL
| | - Xiang Liu
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Beena Akolkar
- National Institute of Diabetes and Digestive and Kidney Diseases, Bethesda, MD
| | | | - Jeffrey Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Georgia Regents University, Augusta, GA
| | - Olli Simell
- Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland Departments of Physiology and Pediatrics, University of Turku, Turku, Finland
| | - Anette-G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, Klinikum rechts der Isar, Technische Universität München, and Forschergruppe Diabetes e.V., Neuherberg, Germany
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado Denver, Aurora, CO
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11
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Törn C, Liu X, Hagopian W, Lernmark Å, Simell O, Rewers M, Ziegler AG, Schatz D, Akolkar B, Onengut-Gumuscu S, Chen WM, Toppari J, Mykkänen J, Ilonen J, Rich SS, She JX, Sharma A, Steck A, Krischer J. Complement gene variants in relation to autoantibodies to beta cell specific antigens and type 1 diabetes in the TEDDY Study. Sci Rep 2016; 6:27887. [PMID: 27306948 PMCID: PMC4910045 DOI: 10.1038/srep27887] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 05/06/2016] [Indexed: 11/16/2022] Open
Abstract
A total of 15 SNPs within complement genes and present on the ImmunoChip were analyzed in The Environmental Determinants of Diabetes in the Young (TEDDY) study. A total of 5474 subjects were followed from three months of age until islet autoimmunity (IA: n = 413) and the subsequent onset of type 1 diabetes (n = 115) for a median of 73 months (IQR 54-91). Three SNPs within ITGAM were nominally associated (p < 0.05) with IA: rs1143678 [Hazard ratio; HR 0.80; 95% CI 0.66-0.98; p = 0.032], rs1143683 [HR 0.80; 95% CI 0.65-0.98; p = 0.030] and rs4597342 [HR 1.16; 95% CI 1.01-1.32; p = 0.041]. When type 1 diabetes was the outcome, in DR3/4 subjects, there was nominal significance for two SNPs: rs17615 in CD21 [HR 1.52; 95% CI 1.05-2.20; p = 0.025] and rs4844573 in C4BPA [HR 0.63; 95% CI 0.43-0.92; p = 0.017]. Among DR4/4 subjects, rs2230199 in C3 was significantly associated [HR 3.20; 95% CI 1.75-5.85; p = 0.0002, uncorrected] a significance that withstood Bonferroni correction since it was less than 0.000833 (0.05/60) in the HLA-specific analyses. SNPs within the complement genes may contribute to IA, the first step to type 1 diabetes, with at least one SNP in C3 significantly associated with clinically diagnosed type 1 diabetes.
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Affiliation(s)
- Carina Törn
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - Xiang Liu
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | | | - Åke Lernmark
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - Olli Simell
- Department of Pediatrics, Turku University Hospital, Turku, Finland
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Anette-G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum, München, and Klinikum rechts der Isar, Technische Universität München, and Forschergruppe Diabetes e. V., Neuherberg, Germany
| | - Desmond Schatz
- Department of Pediatrics, University of Florida, Gainesville, FL, USA
| | - Beena Akolkar
- National Institutes of Diabetes & Digestive & Kidney Disorders, Bethesda, MD, USA
| | - Suna Onengut-Gumuscu
- Center for Public Health Genomic, University of Virginia, Charlottesville, VA, USA
| | - Wei-Min Chen
- Center for Public Health Genomic, University of Virginia, Charlottesville, VA, USA
| | - Jorma Toppari
- Department of Pediatrics, Turku University Hospital, Turku, Finland
- Departments of Physiology and Pediatrics, University of Turku, Turku, Finland
| | - Juha Mykkänen
- Department of Pediatrics, Turku University Hospital, Turku, Finland
- Departments of Physiology and Pediatrics, University of Turku, Turku, Finland
| | - Jorma Ilonen
- Departments of Physiology and Pediatrics, University of Turku, Turku, Finland
| | - Stephen S. Rich
- Center for Public Health Genomic, University of Virginia, Charlottesville, VA, USA
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Ashok Sharma
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Augusta University, Augusta, GA, USA
| | - Andrea Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Aurora, CO, USA
| | - Jeffrey Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
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12
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Uusitalo U, Liu X, Yang J, Aronsson CA, Hummel S, Butterworth M, Lernmark Å, Rewers M, Hagopian W, She JX, Simell O, Toppari J, Ziegler AG, Akolkar B, Krischer J, Norris JM, Virtanen SM. Association of Early Exposure of Probiotics and Islet Autoimmunity in the TEDDY Study. JAMA Pediatr 2016; 170:20-8. [PMID: 26552054 PMCID: PMC4803028 DOI: 10.1001/jamapediatrics.2015.2757] [Citation(s) in RCA: 170] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
IMPORTANCE Probiotics have been hypothesized to affect immunologic responses to environmental exposures by supporting healthy gut microbiota and could therefore theoretically be used to prevent the development of type 1 diabetes mellitus (T1DM)-associated islet autoimmunity. OBJECTIVE To examine the association between supplemental probiotic use during the first year of life and islet autoimmunity among children at increased genetic risk of T1DM. DESIGN, SETTING, AND PARTICIPANTS In this ongoing prospective cohort study that started September 1, 2004, children from 6 clinical centers, 3 in the United States (Colorado, Georgia/Florida, and Washington) and 3 in Europe (Finland, Germany, and Sweden), were followed up for T1DM-related autoantibodies. Blood samples were collected every 3 months between 3 and 48 months of age and every 6 months thereafter to determine persistent islet autoimmunity. Details of infant feeding, including probiotic supplementation and infant formula use, were monitored from birth using questionnaires and diaries. We applied time-to-event analysis to study the association between probiotic use and islet autoimmunity, stratifying by country and adjusting for family history of type 1 diabetes, HLA-DR-DQ genotypes, sex, birth order, mode of delivery, exclusive breastfeeding, birth year, child's antibiotic use, and diarrheal history, as well as maternal age, probiotic use, and smoking. Altogether 8676 infants with an eligible genotype were enrolled in the follow-up study before the age of 4 months. The final sample consisted of 7473 children with the age range of 4 to 10 years (as of October 31, 2014). EXPOSURES Early intake of probiotics. MAIN OUTCOMES AND MEASURES Islet autoimmunity revealed by specific islet autoantibodies. RESULTS Early probiotic supplementation (at the age of 0-27 days) was associated with a decreased risk of islet autoimmunity when compared with probiotic supplementation after 27 days or no probiotic supplementation (hazard ratio [HR], 0.66; 95% CI, 0.46-0.94). The association was accounted for by children with the DR3/4 genotype (HR, 0.40; 95% CI, 0.21-0.74) and was absent among other genotypes (HR, 0.97; 95% CI, 0.62-1.54). CONCLUSIONS AND RELEVANCE Early probiotic supplementation may reduce the risk of islet autoimmunity in children at the highest genetic risk of T1DM. The result needs to be confirmed in further studies before any recommendation of probiotics use is made.
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Affiliation(s)
- Ulla Uusitalo
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa
| | - Xiang Liu
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa
| | - Jimin Yang
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa
| | | | - Sandra Hummel
- Institute of Diabetes Research, Helmholtz Zentrum München and Forschergruppe Diabetes, Klinikum rechts der Isar, Technische Universität München and Forschergruppe Diabetes e.V., Munich, Germany
| | - Martha Butterworth
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University, Malmö, Sweden
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora
| | - William Hagopian
- Pacific Northwest Diabetes Research Institute, Seattle, Washington
| | - Jin-Xiong She
- Medical College of Georgia, Georgia Regents University, Augusta
| | - Olli Simell
- Department of Pediatrics, University of Turku and Turku University Hospital, Turku, Finland
| | - Jorma Toppari
- Department of Pediatrics, University of Turku and Turku University Hospital, Turku, Finland8Department of Physiology, Institute of Biomedicine, University of Turku, Turku, Finland
| | - Anette G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München and Forschergruppe Diabetes, Klinikum rechts der Isar, Technische Universität München and Forschergruppe Diabetes e.V., Munich, Germany
| | - Beena Akolkar
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland
| | - Jeffrey Krischer
- Health Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa
| | - Jill M Norris
- Department of Epidemiology, Colorado School of Public Health, University of Colorado Denver, Aurora
| | - Suvi M Virtanen
- National Institute for Health and Welfare, Nutrition Unit, Helsinki, Finland12School of Health Sciences and Center for Child Health Research, University of Tampere and Tampere University Hospital, Tampere, Finland 13The Science Center of Pirkanmaa Hospita
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13
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Steck AK, Vehik K, Bonifacio E, Lernmark A, Ziegler AG, Hagopian WA, She J, Simell O, Akolkar B, Krischer J, Schatz D, Rewers MJ. Predictors of Progression From the Appearance of Islet Autoantibodies to Early Childhood Diabetes: The Environmental Determinants of Diabetes in the Young (TEDDY). Diabetes Care 2015; 38:808-13. [PMID: 25665818 PMCID: PMC4407751 DOI: 10.2337/dc14-2426] [Citation(s) in RCA: 122] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2014] [Accepted: 01/05/2015] [Indexed: 02/03/2023]
Abstract
OBJECTIVE While it is known that there is progression to diabetes in <10 years in 70% of children with two or more islet autoantibodies, predictors of the progression to diabetes are only partially defined. RESEARCH DESIGN AND METHODS The Environmental Determinants of Diabetes in the Young (TEDDY) study has observed 8,503 children who were at increased genetic risk for autoimmune diabetes. Insulin autoantibodies (IAAs), GAD65 autoantibodies (GADAs), and insulinoma-associated protein 2 autoantibodies (IA-2As) were measured every 3 months until 4 years of age and every 6 months thereafter; if results were positive, the autoantibodies were measured every 3 months. RESULTS Life table analysis revealed that the cumulative incidence of diabetes by 5 years since the appearance of the first autoantibody differed significantly by the number of positive autoantibodies (47%, 36%, and 11%, respectively, in those with three autoantibodies, two autoantibodies, and one autoantibody, P < 0.001). In time-varying survival models adjusted for first-degree relative status, number of autoantibodies, age at first persistent confirmed autoantibodies, and HLA genotypes, higher mean IAA and IA-2A levels were associated with an increased risk of type 1 diabetes in children who were persistently autoantibody positive (IAAs: hazard ratio [HR] 8.1 [95% CI 4.6-14.2]; IA-2A: HR 7.4 [95% CI 4.3-12.6]; P < 0.0001]). The mean GADA level did not significantly affect the risk of diabetes. CONCLUSIONS In the TEDDY study, children who have progressed to diabetes usually expressed two or more autoantibodies. Higher IAA and IA-2A levels, but not GADA levels, increased the risk of diabetes in those children who were persistently autoantibody positive.
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Affiliation(s)
- Andrea K Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Kendra Vehik
- Pediatric Epidemiology Center, University of South Florida, Tampa, FL
| | | | - Ake Lernmark
- Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden
| | - Anette-G Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München, Neuherberg, Germany; Klinikum rechts der Isar, Technische Universität München, München, Germany; and Forschergruppe Diabetes e.V., Neuherberg, Germany
| | | | - JinXiong She
- Medical College of Georgia, Georgia Regents University, Augusta, GA
| | - Olli Simell
- Department of Pediatrics, University of Turku, Turku, Finland
| | - Beena Akolkar
- Division of Diabetes, Endocrinology, & Metabolic Diseases, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Jeffrey Krischer
- Pediatric Epidemiology Center, University of South Florida, Tampa, FL
| | | | - Marian J Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO
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14
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Törn C, Hadley D, Lee HS, Hagopian W, Lernmark Å, Simell O, Rewers M, Ziegler A, Schatz D, Akolkar B, Onengut-Gumuscu S, Chen WM, Toppari J, Mykkänen J, Ilonen J, Rich SS, She JX, Steck AK, Krischer J. Role of Type 1 Diabetes-Associated SNPs on Risk of Autoantibody Positivity in the TEDDY Study. Diabetes 2015; 64:1818-29. [PMID: 25422107 PMCID: PMC4407865 DOI: 10.2337/db14-1497] [Citation(s) in RCA: 96] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2014] [Accepted: 11/20/2014] [Indexed: 12/11/2022]
Abstract
The Environmental Determinants of Diabetes in the Young (TEDDY) study prospectively follows 8,677 children enrolled from birth who carry HLA-susceptibility genotypes for development of islet autoantibodies (IA) and type 1 diabetes (T1D). During the median follow-up time of 57 months, 350 children developed at least one persistent IA (GAD antibody, IA-2A, or micro insulin autoantibodies) and 84 of them progressed to T1D. We genotyped 5,164 Caucasian children for 41 non-HLA single nucleotide polymorphisms (SNPs) that achieved genome-wide significance for association with T1D in the genome-wide association scan meta-analysis conducted by the Type 1 Diabetes Genetics Consortium. In TEDDY participants carrying high-risk HLA genotypes, eight SNPs achieved significant association to development of IA using time-to-event analysis (P < 0.05), whereof four were significant after adjustment for multiple testing (P < 0.0012): rs2476601 in PTPN22 (hazard ratio [HR] 1.54 [95% CI 1.27-1.88]), rs2292239 in ERBB3 (HR 1.33 [95% CI 1.14-1.55]), rs3184504 in SH2B3 (HR 1.38 [95% CI 1.19-1.61]), and rs1004446 in INS (HR 0.77 [0.66-0.90]). These SNPs were also significantly associated with T1D in particular: rs2476601 (HR 2.42 [95% CI 1.70-3.44]). Although genes in the HLA region remain the most important genetic risk factors for T1D, other non-HLA genetic factors contribute to IA, a first step in the pathogenesis of T1D, and the progression of the disease.
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Affiliation(s)
- Carina Törn
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - David Hadley
- Pediatric Epidemiology Center, Department of Pediatrics, University of South Florida, Tampa, FL Division of Population Health Sciences and Education, St George's University of London, London, U.K
| | - Hye-Seung Lee
- Pediatric Epidemiology Center, Department of Pediatrics, University of South Florida, Tampa, FL
| | | | - Åke Lernmark
- Department of Clinical Sciences, Lund University/CRC, Malmö, Sweden
| | - Olli Simell
- Department of Pediatrics, University of Turku, Turku, Finland
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Aurora, CO
| | - Anette Ziegler
- Department of Pediatrics, Diabetes Research Institute, Munich, Germany
| | - Desmond Schatz
- Department of Pediatrics, University of Florida, Gainesville, FL
| | - Beena Akolkar
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | | | - Wei-Min Chen
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Jorma Toppari
- Department of Pediatrics, University of Turku, Turku, Finland
| | - Juha Mykkänen
- Department of Pediatrics, University of Turku, Turku, Finland
| | - Jorma Ilonen
- Immunogenetics Laboratory, University of Turku, Turku, Finland Department of Clinical Microbiology, University of Eastern Finland, Kuopio, Finland
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Georgia Regents University, Augusta, GA
| | - Andrea K Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Aurora, CO
| | - Jeffrey Krischer
- Pediatric Epidemiology Center, Department of Pediatrics, University of South Florida, Tampa, FL
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Larsson HE, Vehik K, Gesualdo P, Akolkar B, Hagopian W, Krischer J, Lernmark Å, Rewers M, Simell O, She JX, Ziegler A, Haller MJ. Children followed in the TEDDY study are diagnosed with type 1 diabetes at an early stage of disease. Pediatr Diabetes 2014; 15:118-26. [PMID: 24034790 PMCID: PMC3866211 DOI: 10.1111/pedi.12066] [Citation(s) in RCA: 61] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2013] [Revised: 06/24/2013] [Accepted: 06/28/2013] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE The Environmental Determinants of Diabetes in the Young (TEDDY) study is designed to identify environmental exposures triggering islet autoimmunity and type 1 diabetes (T1D) in genetically high-risk children. We describe the first 100 participants diagnosed with T1D, hypothesizing that (i) they are diagnosed at an early stage of disease, (ii) a high proportion are diagnosed by an oral glucose tolerance test (OGTT), and (iii) risk for early T1D is related to country, population, human leukocyte antigen (HLA)-genotypes and immunological markers. METHODS Autoantibodies to glutamic acid decarboxylase (GADA), insulinoma-associated protein 2 (IA-2) and insulin (IAA) were analyzed from 3 months of age in children with genetic risk. Symptoms and laboratory values at diagnosis were obtained and reviewed for ADA criteria. RESULTS The first 100 children to develop T1D, 33 first-degree relatives (FDRs), with a median age 2.3 yr (0.69-6.27), were diagnosed between September 2005 and November 2011. Although young, 36% had no symptoms and ketoacidosis was rare (8%). An OGTT diagnosed 9/30 (30%) children above 3 yr of age but only 4/70 (5.7%) below the age of 3 yr. FDRs had higher cumulative incidence than children from the general population (p < 0.0001). Appearance of all three autoantibodies at seroconversion was associated with the most rapid development of T1D (HR = 4.52, p = 0.014), followed by the combination of GADA and IAA (HR = 2.82, p < 0.0001). CONCLUSIONS Close follow-up of children with genetic risk enables early detection of T1D. Risk factors for rapid development of diabetes in this young population were FDR status and initial positivity for GADA, IA-2, and IAA or a combination of GADA and IAA.
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Affiliation(s)
- Helena Elding Larsson
- Department of Clinical Sciences, Lund University, Skåne University Hospital SUS, Malmö, Sweden
| | - Kendra Vehik
- Pediatric Epidemiology Center, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Patricia Gesualdo
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Colorado, USA
| | | | - William Hagopian
- Pacific Northwest Diabetes Research Institute, Seattle, Washington, USA
| | - Jeffery Krischer
- Pediatric Epidemiology Center, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Åke Lernmark
- Department of Clinical Sciences, Lund University, Skåne University Hospital SUS, Malmö, Sweden
| | - Marian Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado, Denver, Colorado, USA
| | - Olli Simell
- Department of Pediatrics, University of Turku, Turku, Finland
| | - Jin-Xiong She
- Center for Biotechnology and Genomic Medicine, Medical College of Georgia, Georgia Regents University, Augusta, Georgia, USA
| | - Anette Ziegler
- Institute of Diabetes Research, Helmholtz Zentrum München and Forschergruppe Diabetes e.V. Neuherberg, Germany
| | - Michael J Haller
- Department of Pediatrics, University of Florida, Gainesville, Florida, USA
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Rewers M. The next big idea. Diabetes Technol Ther 2013; 15 Suppl 2:S2-29-S2-36. [PMID: 23786296 PMCID: PMC3676661 DOI: 10.1089/dia.2013.0141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
George S. Eisenbarth will remain in our memories as a brilliant scientist and great collaborator. His quest to discover the cause and prevention of type 1 (autoimmune) diabetes started from building predictive models based on immunogenetic markers. Despite his tremendous contributions to our understanding of the natural history of pre-type 1 diabetes and potential mechanisms, George left us with several big questions to answer before his quest is completed.
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Affiliation(s)
- Marian Rewers
- Barbara Davis Center for Diabetes, University of Colorado School of Medicine, Aurora, Colorado 80045, USA.
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Hillhouse EE, Collin R, Chabot-Roy G, Guyon MJ, Tessier N, Boulay M, Liscourt P, Lesage S. Nearby Construction Impedes the Progression to Overt Autoimmune Diabetes in NOD Mice. J Diabetes Res 2013; 2013:620313. [PMID: 23691516 PMCID: PMC3652156 DOI: 10.1155/2013/620313] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2012] [Revised: 03/19/2013] [Accepted: 03/29/2013] [Indexed: 01/17/2023] Open
Abstract
Construction nearby animal houses has sporadically been reported to affect various aspects of animal health. Most of the reports have focussed on the impact on stress hormone levels and the hypersensitivity of animals relative to humans. There has also been an anecdotal report on the impact of construction on autoimmune diabetes in NOD mice. Here, we describe that nearby construction significantly impedes the progression to overt diabetes in female NOD mice offspring. We demonstrate that this was not due to a genetic drift or to particularities associated with our specific mouse colony. Interestingly, although the glycemia levels remained low in mice born from mothers subject to construction stress during gestation, we detected an active autoimmune reaction towards pancreatic islet cells, as measured by both the degree of insulitis and the presence of insulin autoantibody levels in the serum. These results suggest that the external stress imposed during embryonic development does not prevent but significantly delays the autoimmune process. Together, our findings emphasize the impact of surrounding factors during in vivo studies and are in agreement with the hypothesis that both environmental and genetic cues contribute to autoimmune diabetes development.
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Affiliation(s)
- Erin E. Hillhouse
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
- Department of Microbiology and Immunology, University of Montreal, Montréal, QC, Canada H3C 3J7
| | - Roxanne Collin
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
- Department of Microbiology and Immunology, University of Montreal, Montréal, QC, Canada H3C 3J7
| | | | - Marie-Josée Guyon
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
| | - Nathalie Tessier
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
| | - Maryse Boulay
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
- Centre de Recherche du Centre Hospitalier de l'Université de Montréal, Montréal, QC, Canada H2L 2W5
| | - Patricia Liscourt
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
| | - Sylvie Lesage
- Maisonneuve-Rosemont Hospital Research Center, Montréal, QC, Canada H1T 2M4
- Department of Microbiology and Immunology, University of Montreal, Montréal, QC, Canada H3C 3J7
- *Sylvie Lesage:
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18
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Snell-Bergeon JK, Smith J, Dong F, Barón AE, Barriga K, Norris JM, Rewers M. Early childhood infections and the risk of islet autoimmunity: the Diabetes Autoimmunity Study in the Young (DAISY). Diabetes Care 2012; 35:2553-8. [PMID: 23043167 PMCID: PMC3507568 DOI: 10.2337/dc12-0423] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Type 1 diabetes is a common chronic childhood disease, and the incidence is increasing globally. Childhood infections are considered a potential environmental trigger of type 1 diabetes. Alternatively, improved hygiene and reduced childhood infections could explain the increase in type 1 diabetes in developed countries. The association of reported illnesses during infancy and later development of islet autoimmunity (IA) were examined in the Diabetes Autoimmunity Study in the Young. RESEARCH DESIGN AND METHODS Complete illness interviews through 9 months of age were collected for 1,729 children-1,174 without a family history of type 1 diabetes and 555 with a first-degree relative with type 1 diabetes. Persistent IA was defined as positive antibodies to insulin, glutamic acid decarboxylase, or tyrosine phosphatase on at least two consecutive study visits. RESULTS There were 109 children with persistent IA among the 1,729 children with illness records. A greater number of gastrointestinal illnesses were associated with an increased risk of IA, but only among children who were exposed to gluten-containing grains (wheat or barley) either <4 months of age (hazard ratio 1.37 [95% CI 1.22-1.55]; P < 0.0001) or ≥7 months of age (1.12 [1.05-1.19]; P = 0.0005) compared with 4-6 months of age (P for interaction = 0.02). There were no associations of upper respiratory symptoms, respiratory illnesses, or fevers with IA. CONCLUSIONS Specific pathogens such as enteroviruses or rotavirus may increase the risk of IA in the presence of existing inflammation induced by diet.
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Affiliation(s)
- Janet K Snell-Bergeon
- Barbara Davis Center for Childhood Diabetes, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.
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Current literature in diabetes. Diabetes Metab Res Rev 2010; 26:i-xi. [PMID: 20474064 DOI: 10.1002/dmrr.1019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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