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Faustini SE, Quinn LM, Hoque M, Young S, Bentley C, Kwok HF, Plant T, Litchfield I, Boardman F, Greenfield SM, Narendran P, Richter AG. Establishing the performance and acceptability of dried blood spot sampling to screen for islet-specific autoantibodies. Diabet Med 2025:e70071. [PMID: 40386840 DOI: 10.1111/dme.70071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2024] [Revised: 05/01/2025] [Accepted: 05/05/2025] [Indexed: 05/20/2025]
Abstract
BACKGROUND Islet-specific autoantibodies predate and predict the onset of type 1 diabetes and can be used to screen for presymptomatic disease. Dried blood spots (DBS) offer a convenient and reliable method for community-based capillary sampling requiring low blood volumes compared to venous collection. We aimed to verify the use of DBS for detecting autoantibodies by the ElisaRSR (3-screen) multiplex assay compared to venous sampling and also explore the acceptability of DBS sampling. METHODS Paired serum and DBS samples were collected from healthy controls (HC) and individuals with type 1 diabetes on insulin. Validation and verification of a 3-screen Islet cell autoantibody (IA-2A, GADA and ZnT8A) ELISA assay was undertaken for both matrices and compared. Perceived acceptability of DBS testing was explored via semi-structured interviews with parents and professional stakeholders. RESULTS Temporally paired serum and DBS samples were collected for 101 individuals with type 1 diabetes (aged 7-73 years) and 22 HC (aged 18-60 years). Performance characteristics were similar for serum and DBS; sensitivity for serum was 86% compared to 89% for DBS and a specificity of 97% for serum compared to 100% for DBS. Parents (n = 38) and stakeholders (n = 25) thought DBS testing offered a minimally invasive, convenient screening test. Parents emphasised choice of screening location, including home and community settings. CONCLUSIONS DBS sampling can be used as an alternative to serum for use with the 3-screen assay for general population type 1 diabetes autoantibody screening. DBS sampling appears acceptable to parents and stakeholders.
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Affiliation(s)
- Siân E Faustini
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Lauren M Quinn
- Department of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
| | - Madeeha Hoque
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Siobhan Young
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Christopher Bentley
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Hin-Fai Kwok
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Timothy Plant
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
- College of Medicine and Health, University of Birmingham, Birmingham, UK
| | - Ian Litchfield
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Felicity Boardman
- Applied Health Directorate, Warwick Medical School, University of Warwick, Coventry, UK
| | - Sheila M Greenfield
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Parth Narendran
- Department of Immunology and Immunotherapy, University of Birmingham, Birmingham, UK
- Department of Diabetes, University Hospitals of Birmingham, Birmingham, UK
| | - Alex G Richter
- Clinical Immunology Services, University of Birmingham, Birmingham, UK
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Grace SL, Gillespie KM, Williams CL, Lampasona V, Achenbach P, Pearson ER, Williams AJK, Long AE, McDonald TJ, Jones AG. Autoantibodies to Truncated GAD(96-585) Antigen Stratify Risk of Early Insulin Requirement in Adult-Onset Diabetes. Diabetes 2024; 73:1583-1591. [PMID: 38976498 DOI: 10.2337/db23-0980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 06/25/2024] [Indexed: 07/10/2024]
Abstract
We investigated whether characterization of full-length GAD (f-GADA) antibody (GADA) responses could identify early insulin requirement in adult-onset diabetes. In 179 f-GADA-positive participants diagnosed with type 2 diabetes, we assessed associations of truncated GADA (t-GADA) positivity, f-GADA IgG subclasses, and f-GADA affinity with early insulin requirement (<5 years), type 1 diabetes genetic risk score (T1D GRS), and C-peptide. t-GADA positivity was lower in f-GADA-positive without early insulin in comparison with f-GADA-positive type 2 diabetes requiring insulin within 5 years, and T1D (75% vs. 91% and 95% respectively, P < 0.0001). t-GADA positivity (in those f-GADA positive) identified a group with a higher T1D genetic susceptibility (mean T1D GRS 0.248 vs. 0.225, P = 0.003), lower C-peptide (1,156 pmol/L vs. 4,289 pmol/L, P = 1 × 10-7), and increased IA-2 antigen positivity (23% vs. 6%, P = 0.03). In survival analysis, t-GADA positivity was associated with early insulin requirement compared with those only positive for f-GADA, independently from age of diagnosis, f-GADA titer, and duration of diabetes (adjusted hazard ratio 5.7 [95% CI 1.4, 23.5], P = 0.017). The testing of t-GADA in f-GADA-positive individuals with type 2 diabetes identifies those who have genetic and clinical characteristics comparable to T1D and stratifies those at higher risk of early insulin requirement. ARTICLE HIGHLIGHTS
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Affiliation(s)
- Sian L Grace
- Department of Clinical and Biological Science, University of Exeter Medical School, Exeter, U.K
- School of Translational Sciences, Bristol Medical School, University of Bristol, Bristol, U.K
| | - Kathleen M Gillespie
- School of Translational Sciences, Bristol Medical School, University of Bristol, Bristol, U.K
| | - Claire L Williams
- School of Translational Sciences, Bristol Medical School, University of Bristol, Bristol, U.K
| | - Vito Lampasona
- San Raffaele Diabetes Research Institute, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Peter Achenbach
- Institute of Diabetes Research, Helmholtz Munich, German Center for Environmental Health, Munich, Germany
- Forschergruppe Diabetes, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Ewan R Pearson
- Biomedical Research Institute, University of Dundee, Dundee, U.K
| | - Alistair J K Williams
- School of Translational Sciences, Bristol Medical School, University of Bristol, Bristol, U.K
| | - Anna E Long
- School of Translational Sciences, Bristol Medical School, University of Bristol, Bristol, U.K
| | - Timothy J McDonald
- Department of Clinical and Biological Science, University of Exeter Medical School, Exeter, U.K
- Academic Department of Clinical Biochemistry, Royal Devon and Exeter National Health Service Foundation Trust, Exeter, U.K
| | - Angus G Jones
- Department of Clinical and Biological Science, University of Exeter Medical School, Exeter, U.K
- Macleod Diabetes and Endocrine Centre, Royal Devon and Exeter National Health Service Foundation Trust, Exeter, U.K
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Marcovecchio ML, Hendriks AEJ, Delfin C, Battelino T, Danne T, Evans ML, Johannesen J, Kaur S, Knip M, Overbergh L, Pociot F, Todd JA, Van der Schueren B, Wicker LS, Peakman M, Mathieu C. The INNODIA Type 1 Diabetes Natural History Study: a European cohort of newly diagnosed children, adolescents and adults. Diabetologia 2024; 67:995-1008. [PMID: 38517484 PMCID: PMC11058619 DOI: 10.1007/s00125-024-06124-5] [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: 08/21/2023] [Accepted: 01/24/2024] [Indexed: 03/24/2024]
Abstract
AIMS/HYPOTHESIS Type 1 diabetes is an heterogenous condition. Characterising factors explaining differences in an individual's clinical course and treatment response will have important clinical and research implications. Our aim was to explore type 1 diabetes heterogeneity, as assessed by clinical characteristics, autoantibodies, beta cell function and glycaemic outcomes, during the first 12 months from diagnosis, and how it relates to age at diagnosis. METHODS Data were collected from the large INNODIA cohort of individuals (aged 1.0-45.0 years) newly diagnosed with type 1 diabetes, followed 3 monthly, to assess clinical characteristics, C-peptide, HbA1c and diabetes-associated antibodies, and their changes, during the first 12 months from diagnosis, across three age groups: <10 years; 10-17 years; and ≥18 years. RESULTS The study population included 649 individuals (57.3% male; age 12.1±8.3 years), 96.9% of whom were positive for one or more diabetes-related antibodies. Baseline (IQR) fasting C-peptide was 242.0 (139.0-382.0) pmol/l (AUC 749.3 [466.2-1106.1] pmol/l × min), with levels increasing with age (p<0.001). Over time, C-peptide remained lower in participants aged <10 years but it declined in all age groups. In parallel, glucose levels progressively increased. Lower baseline fasting C-peptide, BMI SD score and presence of diabetic ketoacidosis at diagnosis were associated with lower stimulated C-peptide over time. HbA1c decreased during the first 3 months (p<0.001), whereas insulin requirement increased from 3 months post diagnosis (p<0.001). CONCLUSIONS/INTERPRETATION In this large cohort with newly diagnosed type 1 diabetes, we identified age-related differences in clinical and biochemical variables. Of note, C-peptide was lower in younger children but there were no main age differences in its rate of decline.
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Affiliation(s)
- M Loredana Marcovecchio
- Department of Paediatrics, University of Cambridge, Cambridge, UK.
- Department of Paediatric Diabetes and Endocrinology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
| | - A Emile J Hendriks
- Department of Paediatrics, University of Cambridge, Cambridge, UK
- Department of Paediatric Diabetes and Endocrinology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - Carl Delfin
- Department of Pharmacometrics, Novo Nordisk A/S, Søborg, Denmark
| | - Tadej Battelino
- Department of Endocrinology, Diabetes and Metabolism, University Children's Hospital, University Medical Centre Ljubljana, Ljubljana, Slovenia
- Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia
| | - Thomas Danne
- Centre for Paediatric Endocrinology, Diabetology, and Clinical Research, Auf Der Bult Children's Hospital, Hannover, Germany
| | - Mark L Evans
- Wellcome MRC Institute of Metabolic Science, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Jesper Johannesen
- Translational Type 1 Diabetes Research, Clinical Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Paediatrics, Copenhagen University Hospital, Herlev, Denmark; Institute of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
| | - Simranjeet Kaur
- Translational Type 1 Diabetes Research, Clinical Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Paediatrics, Copenhagen University Hospital, Herlev, Denmark; Institute of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
| | - Mikael Knip
- Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Pediatric Research Center, New Children's Hospital, Helsinki University Hospital, Helsinki, Finland
| | - Lut Overbergh
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Flemming Pociot
- Translational Type 1 Diabetes Research, Clinical Research, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Paediatrics, Copenhagen University Hospital, Herlev, Denmark; Institute of Health and Medical Sciences, University of Copenhagen, Herlev, Denmark
| | - John A Todd
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Bart Van der Schueren
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
| | - Linda S Wicker
- Centre for Human Genetics, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Mark Peakman
- Immunology & Inflammation Research Therapeutic Area, Sanofi, MA, USA
| | - Chantal Mathieu
- Clinical and Experimental Endocrinology, Department of Chronic Diseases and Metabolism, KU Leuven, Leuven, Belgium
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Stone SI, Balasubramanyam A, Posey JE. Atypical Diabetes: What Have We Learned and What Does the Future Hold? Diabetes Care 2024; 47:770-781. [PMID: 38329838 PMCID: PMC11043229 DOI: 10.2337/dci23-0038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 11/21/2023] [Indexed: 02/10/2024]
Abstract
As our understanding of the pathophysiology of diabetes evolves, we increasingly recognize that many patients may have a form of diabetes that does not neatly fit with a diagnosis of either type 1 or type 2 diabetes. The discovery and description of these forms of "atypical diabetes" have led to major contributions to our collective understanding of the basic biology that drives insulin secretion, insulin resistance, and islet autoimmunity. These discoveries now pave the way to a better classification of diabetes based on distinct endotypes. In this review, we highlight the key biological and clinical insights that can be gained from studying known forms of atypical diabetes. Additionally, we provide a framework for identification of patients with atypical diabetes based on their clinical, metabolic, and molecular features. Helpful clinical and genetic resources for evaluating patients suspected of having atypical diabetes are provided. Therefore, appreciating the various endotypes associated with atypical diabetes will enhance diagnostic accuracy and facilitate targeted treatment decisions.
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Affiliation(s)
- Stephen I. Stone
- Division of Pediatric Endocrinology and Diabetes, Department of Pediatrics, Washington University School of Medicine, St. Louis, MO
| | - Ashok Balasubramanyam
- Division of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX
| | - Jennifer E. Posey
- Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX
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5
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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. 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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6
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Limbert C, von dem Berge T, Danne T. Personalizing Early-Stage Type 1 Diabetes in Children. Diabetes Care 2023; 46:1747-1749. [PMID: 37729506 DOI: 10.2337/dci23-0025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 07/13/2023] [Indexed: 09/22/2023]
Affiliation(s)
- Catarina Limbert
- Unit of Paediatric Endocrinology and Diabetes, Hospital Dona Estefânia, Lisbon, Portugal
- Comprehensive Health Research Centre, NOVA Medical School, Universidade NOVA de Lisboa, Lisbon, Portugal
| | | | - Thomas Danne
- Children's Hospital AUF DER BULT, Hannover, Germany
- Hannover Medical School, Hannover, Germany
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Al-Dubayee M, Babiker A, Alkewaibeen A, Alkhalifah A, Alanazi T, Nogoud M, Alotaibi A, Alotaibi F, Almetairi F, Alrowaily MA, Masuadi E, Nasr A. Correlation analysis between cytokines' profile, autoimmune antibodies and the duration of type 1 diabetes: A case control study in a specialized children's centre in Riyadh. Int J Immunopathol Pharmacol 2023; 37:3946320231209821. [PMID: 37953627 PMCID: PMC10644762 DOI: 10.1177/03946320231209821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 10/06/2023] [Indexed: 11/14/2023] Open
Abstract
OBJECTIVE The aim of this study was to investigate the role of cytokines in children with T1D living in Saudi Arabia and their correlation with disease duration and autoimmune antibody markers. METHODS A case-control study was conducted in the endocrine clinic of King Abdullah Specialized Children's Hospital in Riyadh. A total of 274 T1D and healthy control children were enrolled in the study. 5 mL of venous blood samples were collected in the morning after 9 to 12 h of fasting in BD Vacutainer® EDTA tubes and centrifuged at 250g for 15 min at. Plasma was then stored at -20°C for detection of anti-islet, anti-GAD antibodies (Abs), and C-peptide using commercial ELISA kits from Thermo Fisher Scientific. The levels of cytokines were measured using commercial sandwich ELISA kits from Abcam. RESULTS Median differences in cytokine levels (IFN-γ, TNF-α, IL-1β, IL-2, IL-4, IL-6, IL-10, IL-13, IL-18, IL-21, IL-35, and IL-37) were significantly higher in T1D patients compared with healthy controls (p-value < .001). Spearman's Rho correlation indicated that TNFα, IL-1β, IL-4, IL-10, IL-13, and IL-21 correlated significantly with T1D Abs (p-value = .01). HbA1C correlated negatively with IL-35 and IL-37, and positively with IL-18 (p-value = .01). Linear regression analysis showed a significant increase in anti-glutamic acid antibodies (GAD) in patients with >3 years of T1D duration. CONCLUSION Autoantibodies remained positive at high levels in our patients over a 3-year duration of the disease and correlated with specific cytokines. The clear correlations with disease duration and profile of specific cytokines could be targets for future therapeutic interventions.
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Affiliation(s)
- Mohammed Al-Dubayee
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
- Ministry of National Guard Health Affairs, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Amir Babiker
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
- Ministry of National Guard Health Affairs, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Abdulaziz Alkewaibeen
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Abdulrahman Alkhalifah
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Tammam Alanazi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Maysa Nogoud
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Anas Alotaibi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Faisal Alotaibi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Firas Almetairi
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
| | - Mohammed A Alrowaily
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard Health Affairs, King Abdulaziz Medical City, Riyadh, Saudi Arabia
| | - Emad Masuadi
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, Al Ain, United Arab Emirates
| | - Amre Nasr
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences (KSAU-HS), Riyadh, Saudi Arabia
- Ministry of National Guard-Health Affairs (MNGHA), King Abdullah International Medical Research Centre (KAIMRC), Riyadh, Saudi Arabia
- Ministry of National Guard Health Affairs, King Abdulaziz Medical City, Riyadh, Saudi Arabia
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