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Noble JA. Fifty years of HLA-associated type 1 diabetes risk: history, current knowledge, and future directions. Front Immunol 2024; 15:1457213. [PMID: 39328411 PMCID: PMC11424550 DOI: 10.3389/fimmu.2024.1457213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Accepted: 08/16/2024] [Indexed: 09/28/2024] Open
Abstract
More than 50 years have elapsed since the association of human leukocyte antigens (HLA) with type 1 diabetes (T1D) was first reported. Since then, methods for identification of HLA have progressed from cell based to DNA based, and the number of recognized HLA variants has grown from a few to tens of thousands. Current genotyping methodology allows for exact identification of all HLA-encoding genes in an individual's genome, with statistical analysis methods evolving to digest the enormous amount of data that can be produced at an astonishing rate. The HLA region of the genome has been repeatedly shown to be the most important genetic risk factor for T1D, and the original reported associations have been replicated, refined, and expanded. Even with the remarkable progress through 50 years and over 5,000 reports, a comprehensive understanding of all effects of HLA on T1D remains elusive. This report represents a summary of the field as it evolved and as it stands now, enumerating many past and present challenges, and suggests possible paradigm shifts for moving forward with future studies in hopes of finally understanding all the ways in which HLA influences the pathophysiology of T1D.
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Affiliation(s)
- Janelle A. Noble
- Children’s Hospital Oakland Research Institute,
Oakland, CA, United States
- University of California San Francisco, Oakland,
CA, United States
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2
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Sunni M, Kyllo J, Brunzell C, Majcozak J, Osman M, Dhunkal AM, Moran A. A picture is worth a thousand words: A culturally-tailored video-based approach to diabetes education in Somali families of children with type 1 diabetes. J Clin Transl Endocrinol 2023; 31:100313. [PMID: 36820203 PMCID: PMC9937942 DOI: 10.1016/j.jcte.2023.100313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2022] [Revised: 01/23/2023] [Accepted: 01/30/2023] [Indexed: 02/09/2023] Open
Abstract
Objectives Type 1 diabetes (T1D) is highly prevalent in Somali immigrant children and hemoglobin A1c (HbA1c) levels are elevated in this population compared to non-Hispanic Whites. Current self-management diabetes education has not been tailored to this population. We aimed to improve delivery of T1D education to Somali immigrants by developing and testing a culturally-appropriate video-based curriculum. Methods This cross-sectional study involved Somali youth ≤ 19 years with T1D followed at two pediatric tertiary centers in Minnesota. Ten Somali-language T1D education videos were developed (∼60 min for total program) based on core ADA curriculum and tailored to address cultural concerns and misconceptions. A diabetes knowledge questionnaire was administered to parents of all participants and to children aged ≥12 years. Pre- and post-educational session questionnaire mean scores were compared using a paired t-test to assess knowledge improvement immediately post-video education (primary endpoint) and retention at 3 months (secondary endpoint). HbA1c was measured pre- and 6 months post education (exploratory endpoint). Results Twenty-two Somali parents of 22 children participated (mean age 12.3 ± 4 years; 36 % female), 12 children ≥12 years. Diabetes knowledge scores significantly improved immediately post-video education compared to baseline (p = 0.012). This improvement persisted 3 months later (p = 0.0008). There was no significant change in mean HbA1c from baseline at 6 months post education (9.0 ± 1.5 % vs 9.3 ± 1.9; p = 0.6). Conclusion Culturally and linguistically tailoring diabetes education materials to African immigrants and delivering it audio-visually could improve effectiveness of diabetes education and increase knowledge and retention compared to simply translating standard diabetes education materials. The effect on HbA1c needs further study with a larger sample size.
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Affiliation(s)
- Muna Sunni
- Department of Pediatrics, UM Health Fairview University of Minnesota Masonic Children’s Hospital, Minneapolis, MN, USA
| | - Jennifer Kyllo
- Children’s Hospitals and Clinics of Minnesota, St. Paul, MN, USA
| | - Carol Brunzell
- Department of Pediatrics, UM Health Fairview University of Minnesota Masonic Children’s Hospital, Minneapolis, MN, USA
| | - Janyce Majcozak
- Children’s Hospitals and Clinics of Minnesota, St. Paul, MN, USA
| | - Munira Osman
- Community University Health Care Center, Minneapolis, MN, USA
| | - Abdirahman M. Dhunkal
- Community Health Outreach Program, University of Minnesota Medical Center, Fairview, University of Minnesota, Children's Hospital, Minneapolis, MN, USA
| | - Antoinette Moran
- Department of Pediatrics, UM Health Fairview University of Minnesota Masonic Children’s Hospital, Minneapolis, MN, USA
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Redondo MJ, Gignoux CR, Dabelea D, Hagopian WA, Onengut-Gumuscu S, Oram RA, Rich SS. Type 1 diabetes in diverse ancestries and the use of genetic risk scores. Lancet Diabetes Endocrinol 2022; 10:597-608. [PMID: 35724677 PMCID: PMC10024251 DOI: 10.1016/s2213-8587(22)00159-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Revised: 04/16/2022] [Accepted: 05/06/2022] [Indexed: 02/06/2023]
Abstract
Over 75 genetic loci within and outside of the HLA region influence type 1 diabetes risk. Genetic risk scores (GRS), which facilitate the integration of complex genetic information, have been developed in type 1 diabetes and incorporated into models and algorithms for classification, prognosis, and prediction of disease and response to preventive and therapeutic interventions. However, the development and validation of GRS across different ancestries is still emerging, as is knowledge on type 1 diabetes genetics in populations of diverse genetic ancestries. In this Review, we provide a summary of the current evidence on the evolutionary genetic variation in type 1 diabetes and the racial and ethnic differences in type 1 diabetes epidemiology, clinical characteristics, and preclinical course. We also discuss the influence of genetics on type 1 diabetes with differences across ancestries and the development and validation of GRS in various populations.
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Affiliation(s)
- Maria J Redondo
- Division of Diabetes and Endocrinology, Texas Children's Hospital, Baylor College of Medicine, Houston, TX, USA.
| | - Christopher R Gignoux
- Department of Medicine and Colorado Center for Personalized Medicine, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA
| | - Dana Dabelea
- Lifecourse Epidemiology of Adiposity and Diabetes (LEAD) Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - William A Hagopian
- Division of Diabetes Programs, Pacific Northwest Research Institute, Seattle, WA, USA
| | - Suna Onengut-Gumuscu
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
| | - Richard A Oram
- Institute of Biomedical and Clinical Science, University of Exeter Medical School, University of Exeter, Exeter, UK; The Academic Kidney Unit, Royal Devon and Exeter NHS Foundation Trust, Exeter, UK
| | - Stephen S Rich
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA
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Ross C, Ward ZJ, Gomber A, Owais M, Yeh JM, Reddy CL, Atun R. The Prevalence of Islet Autoantibodies in Children and Adolescents With Type 1 Diabetes Mellitus: A Global Scoping Review. Front Endocrinol (Lausanne) 2022; 13:815703. [PMID: 35185797 PMCID: PMC8851309 DOI: 10.3389/fendo.2022.815703] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Accepted: 01/03/2022] [Indexed: 01/13/2023] Open
Abstract
Background and Purpose Pancreatic islet autoantibodies (iAb) are the hallmark of autoimmunity in type 1 diabetes. A more comprehensive understanding of the global iAb prevalence could help reduce avertible morbidity and mortality among children and adolescents and contribute to the understanding in the observed differences in the incidence, prevalence and health outcomes of children and adolescents with type 1 diabetes across and within countries. We present the first scoping review that provides a global synthesis of the prevalence of iAb in children and adolescents with type 1 diabetes. Research Design and Methods We searched Ovid MEDLINE® with Daily Update, Embase (Elsevier, embase.com) and PubMed (National Library of Medicine -NCBI), for studies pertaining to prevalence in children and adolescents (0-19) with type 1 diabetes published between 1 Jan 1990 and 18 June 2021. Results were synthesized using Covidence systematic review software and meta-analysis was completed using R v3·6·1. Two reviewers independently screened abstracts with a third reviewer resolving conflicts (k= 0·92). Results The review revealed 125 studies from 48 different countries, with 92 from high-income countries. Globally, in new-onset type 1 diabetes, IA-2A was the most prevalent iAb 0·714 [95% CI (0·71, 0·72)], followed by ICA 0·681 [95% CI (0·67, 0·69)], ZnT8A was 0·654 [95% CI (0·64, 0·66)], GADA 0·636 [95% CI (0·63, 0·66)] and then IAA 0·424 [95% CI (0·42, 0·43)], with substantial variation across world regions. The weighted mean prevalence of IA-2A was more variable, highest in Europe at 0·749 [95% CI (0·74, 0·76)] followed by Northern America 0·662 [95% CI (0·64, 0·69)], Latin America and the Caribbean 0·632 [95% CI (0·54, 0·72)], Oceania 0·603 [95% CI (0·54, 0·67)], Asia 0·466 [95% CI (0·44, 0·50)] and Africa 0·311 [95% CI (0·23, 0·40)]. In established cases of type 1 diabetes, GADA was the most prevalent iAb 0·407 [95% CI (0·39, 0·42)] followed by ZnT8A 0·322 [95% CI (0·29, 0·36)], IA-2A 0·302 [95% CI (0·29, 0·32)], IAA 0·258 [95% CI (0·24, 0·26)] and ICA 0·145 [95% CI (0·13, 0·16)], again with substantial variation across world regions. Conclusion Understanding the global prevalence of iAb in children and adolescents with type 1 diabetes could help with earlier identification of those at-risk of developing type 1 diabetes and inform clinical practice, health policies, resource allocation, and targeted healthcare interventions to better screen, diagnose and manage children and adolescents with type 1 diabetes.
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Affiliation(s)
- Carlo Ross
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States
- Academic Foundation Programme, Manchester University NHS Foundation Trust, Manchester, United Kingdom
| | - Zachary J. Ward
- Centre for Health Decision Science, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Apoorva Gomber
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Maira Owais
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States
- Department of Biology and Department of Economics, Amherst College, Amherst, MA, United States
| | - Jennifer M. Yeh
- Division of General Pediatrics, Boston Children’s Hospital and Harvard Medical School, Boston, MA, United States
| | - Ché-L. Reddy
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - Rifat Atun
- Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, United States
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Ibrahim TAM, Govender D, Abdullah MA, Noble JA, Hussien MO, Lane JA, Mack SJ, Martin GGN, Atkinson MA, Wasserfall CH, Ogle GD. Clinical features, biochemistry, and HLA-DRB1 status in youth-onset type 1 diabetes in Sudan. Pediatr Diabetes 2021; 22:749-757. [PMID: 33837995 PMCID: PMC8274711 DOI: 10.1111/pedi.13209] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 03/08/2021] [Accepted: 03/24/2021] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE To further understand clinical and biochemical features, and HLA-DRB1 genotypes, in new cases of diabetes in Sudanese children and adolescents. RESEARCH DESIGN AND METHODS Demographic characteristics, clinical information, and biochemical parameters (blood glucose, HbA1c, C-peptide, autoantibodies against glutamic acid decarboxylase 65 [GADA] and insulinoma-associated protein-2 [IA-2A], and HLA-DRB1) were assessed in 99 individuals <18 years, recently (<18 months) clinically diagnosed with T1D. HLA-DRB1 genotypes for 56 of these Arab individuals with T1D were compared to a mixed control group of 198 healthy Arab (75%) and African (25%) individuals without T1D. RESULTS Mean ± SD age at diagnosis was 10.1 ± 4.3 years (range 0.7-17.6 years) with mode at 9-12 years. A female preponderance was observed. Fifty-two individuals (55.3%) presented in diabetic ketoacidosis (DKA). Mean ± SD serum fasting C-peptide values were 0.22 ± 0.25 nmol/L (0.66±0.74 ng/ml). 31.3% were autoantibody negative, 53.4% were GADA positive, 27.2% were IA-2A positive, with 12.1% positive for both autoantibodies. Association analysis compared to 198 controls of similar ethnic origin revealed strong locus association with HLA-DRB1 (p < 2.4 × 10-14 ). Five HLA-DRB1 alleles exhibited significant T1D association: three alleles (DRB1*03:01, DRB1*04:02, and DRB1*04:05) were positively associated, while three (DRB1*10:01, DRB1*15:02, and DRB1*15:03) were protective. DRB1*03:01 had the strongest association (odds ratio = 5.04, p = 1.7 × 10-10 ). CONCLUSIONS Young Sudanese individuals with T1D generally have similar characteristics to reported European-origin T1D populations. However, they have higher rates of DKA and slightly lower autoantibody rates than reported European-origin populations, and a particularly strong association with HLA-DRB1*03:01.
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Affiliation(s)
| | - Denira Govender
- Life for a Child Program, Diabetes NSW, Glebe, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Mohamed Ahmed Abdullah
- Sudanese Children's Diabetes Association, Khartoum, Sudan
- Faculty of Medicine, University of Khartoum, Khartoum, Sudan
| | - Janelle Annette Noble
- Children's Hospital Oakland Research Institute, Oakland, California, USA
- Department of Pediatrics, University of California, San Francisco, Oakland, California, USA
| | - Mohammed Osman Hussien
- Central Laboratory, Ministry of Higher Education and Scientific Research, Khartoum, Sudan
| | - Julie Ann Lane
- Children's Hospital Oakland Research Institute, Oakland, California, USA
| | - Steven John Mack
- Department of Pediatrics, University of California, San Francisco, Oakland, California, USA
| | | | - Mark Alvin Atkinson
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, Florida, USA
- Department of Pediatrics, College of Medicine, Diabetes Institute, University of Florida, Gainesville, Florida, USA
| | - Clive Henry Wasserfall
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, Florida, USA
| | - Graham David Ogle
- Life for a Child Program, Diabetes NSW, Glebe, New South Wales, Australia
- Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
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Bhola S, Cave EM, Bhana S, Crowther NJ, Padoa CJ. Zinc transporter 8 (ZnT8) autoantibody prevalence in black South African participants with type 1 diabetes. BMC Endocr Disord 2021; 21:151. [PMID: 34271898 PMCID: PMC8285837 DOI: 10.1186/s12902-021-00812-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 06/22/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Autoantibodies to β-cell specific antigens are markers of type 1 diabetes. The most recently identified autoantibodies are targeted to the zinc transporter 8 (ZnT8) protein located in the membrane of β-cell insulin secretory granules. The prevalence of ZnT8 autoantibodies in newly diagnosed participants with type 1 diabetes has been found to range from 33 to 80 %. Due to the lack of data on the immunological aetiology of type 1 diabetes in African populations, this study aimed to determine the prevalence of ZnT8 autoantibodies in black South Africans with type 1 diabetes and whether ZnT8 autoantibody positivity was associated with age at diagnosis and disease duration. METHODS Participants with type 1 diabetes and controls were recruited from the greater Johannesburg area, South Africa. Positivity for ZnT8, GAD65 and IA2 autoantibodies was determined by ELISA. RESULTS Participants with type 1 diabetes (n = 183) and controls (n = 49) were matched for age (29.1 ± 9.53 vs. 27.3 ± 7.29, respectively; p = 0.248). The mean age at diagnosis for participants with type 1 diabetes was 20.8 ± 8.46 years. The prevalence of ZnT8 autoantibody positivity was 17.5 % (32 of 183) in participants with type 1 diabetes with a median disease duration of 7.00 [2.00; 11.0] years. ZnT8 autoantibody prevalence in newly diagnosed participants (< 1 year duration) was 27.3 % (6 of 22). Logistic regression analysis found an association between ZnT8 autoantibody positivity and shorter disease duration (OR: 0.9 (0.81-1.00); p = 0.042). In addition, ZnT8 autoantibody positivity was significantly associated with an increased chance of being GAD65 (OR: 3.37 (1.10-10.3)) and IA2 (OR: 8.63 (2.82-26.4)) autoantibody positive. Multiple regression analysis found no association between ZnT8 autoantibody positivity and age at diagnosis. However, the presence of ≥ 2 autoantibodies was associated with a younger age at diagnosis of type 1 diabetes when compared to participants with ≤ 1 autoantibody (B = -5.270; p = 0.002). CONCLUSIONS The presence of ZnT8 autoantibodies was not related to a younger age at diagnosis in black South African patients with type 1 diabetes. However, the greater the numbers of autoantibodies present in an individual the earlier the age at diagnosis. ZnT8 autoantibodies decline with disease duration in the black South African population.
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Affiliation(s)
- Sureka Bhola
- Department of Chemical Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
- National Health Laboratory Service, Johannesburg, South Africa.
| | - Eleanor M Cave
- Department of Chemical Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Sindeep Bhana
- Department of Medicine, Chris Hani Baragwanath Hospital, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Nigel J Crowther
- Department of Chemical Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
| | - Carolyn J Padoa
- Department of Chemical Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- National Health Laboratory Service, Johannesburg, South Africa
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Mebrahtu G, Maniam J, James S, Ogle GD. High incidence of type 1 diabetes in adolescents and young adults in Eritrea. Diabet Med 2021; 38:e14544. [PMID: 33587788 DOI: 10.1111/dme.14544] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 02/08/2021] [Accepted: 02/12/2021] [Indexed: 12/13/2022]
Abstract
BACKGROUND Eritrea has no data on type 1 diabetes incidence in children and youth; therefore, a study was undertaken to determine this in persons aged <25 years. METHODS Data were collected on new type 1 diabetes diagnoses during 2019, from district, provincial and national hospitals. Type 1 diabetes was diagnosed according to standard WHO criteria. No secondary ascertainment source was available. 95% confidence intervals were computed based on approximation to the Poisson distribution, and age and gender effects were analysed with Poisson regression. RESULTS There were 532 new cases of type 1 diabetes. Mean ± standard deviation (range) age of diagnosis was 16.2 ± 5.7 (1.5-24.9) years, and peak age group was 15-19 years (n = 200, 37.6%), with mode at 18 years. Incidence <15 years was 11.5/100,000 individuals [9.9-13.2], with the highest incidence in the 10-14 years group (19.0/100,000 [15.5-23.1]). Incidence then peaked in the 15-19 years age group (50.2/100,000 [43.5-57.7]) and remained high in the 20-24 years group (46.2/100,000 [39.0-54.3]). There was a male:female ratio of 1.37 (p = 0.001). Two hundred and thirty-eight (44.7%) presented in diabetic ketoacidosis. CONCLUSION Type 1 diabetes incidence in Eritrea is moderate <15 years, and high 15-24 years. The 15-19 and 20-24 years rates appear to be the highest published to date. Given the study was only for one year, further confirmatory prospective information will clarify the situation and document trends. Assessment of the type 1 diabetes phenotypes that are occurring in Eritrea is also indicated.
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Affiliation(s)
| | - Jayanthi Maniam
- Life for a Child Program, Diabetes NSW & ACT, Sydney, Australia
| | - Steven James
- University of the Sunshine Coast, Petrie, Australia
| | - Graham D Ogle
- Life for a Child Program, Diabetes NSW & ACT, Sydney, Australia
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Genome-wide analyses disclose the distinctive HLA architecture and the pharmacogenetic landscape of the Somali population. Sci Rep 2020; 10:5652. [PMID: 32221414 PMCID: PMC7101338 DOI: 10.1038/s41598-020-62645-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2020] [Accepted: 03/17/2020] [Indexed: 12/16/2022] Open
Abstract
African populations are underrepresented in medical genomics studies. For the Somali population, there is virtually no information on genomic markers with significance to precision medicine. Here, we analyzed nearly 900,000 genomic markers in samples collected from 95 unrelated individuals in the North Eastern Somalia. ADMIXTURE program for estimation of individual ancestries revealed a homogenous Somali population. Principal component analysis with PLINK software showed approximately 60% East African and 40% West Eurasian genes in the Somali population, with a close relation to the Cushitic and Semitic speaking Ethiopian populations. We report the unique features of human leukocyte antigens (HLA) in the Somali population, which seem to differentiate from all other neighboring regions compared. Current study identified high prevalence of the diabetes type 1 (T1D) predisposing HLA DR-DQ haplotypes in Somalia. This finding may explain the increased T1D risk observed among Somali children. In addition, ethnic Somalis were found to host the highest frequencies observed thus far for several pharmacogenetic variants, including UGT1A4*2. In conclusion, we report that the Somali population displays genetic traits of significance to health and disease. The Somali dataset is publicly available and will add more information to the few genomic datasets available for African populations.
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Onengut-Gumuscu S, Chen WM, Robertson CC, Bonnie JK, Farber E, Zhu Z, Oksenberg JR, Brant SR, Bridges SL, Edberg JC, Kimberly RP, Gregersen PK, Rewers MJ, Steck AK, Black MH, Dabelea D, Pihoker C, Atkinson MA, Wagenknecht LE, Divers J, Bell RA, Erlich HA, Concannon P, Rich SS. Type 1 Diabetes Risk in African-Ancestry Participants and Utility of an Ancestry-Specific Genetic Risk Score. Diabetes Care 2019; 42:406-415. [PMID: 30659077 PMCID: PMC6385701 DOI: 10.2337/dc18-1727] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2018] [Accepted: 12/14/2018] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Genetic risk scores (GRS) have been developed that differentiate individuals with type 1 diabetes from those with other forms of diabetes and are starting to be used for population screening; however, most studies were conducted in European-ancestry populations. This study identifies novel genetic variants associated with type 1 diabetes risk in African-ancestry participants and develops an African-specific GRS. RESEARCH DESIGN AND METHODS We generated single nucleotide polymorphism (SNP) data with the ImmunoChip on 1,021 African-ancestry participants with type 1 diabetes and 2,928 control participants. HLA class I and class II alleles were imputed using SNP2HLA. Logistic regression models were used to identify genome-wide significant (P < 5.0 × 10-8) SNPs associated with type 1 diabetes in the African-ancestry samples and validate SNPs associated with risk in known European-ancestry loci (P < 2.79 × 10-5). RESULTS African-specific (HLA-DQA1*03:01-HLA-DQB1*02:01) and known European-ancestry HLA haplotypes (HLA-DRB1*03:01-HLA-DQA1*05:01-HLA-DQB1*02:01, HLA-DRB1*04:01-HLA-DQA1*03:01-HLA-DQB1*03:02) were significantly associated with type 1 diabetes risk. Among European-ancestry defined non-HLA risk loci, six risk loci were significantly associated with type 1 diabetes in subjects of African ancestry. An African-specific GRS provided strong prediction of type 1 diabetes risk (area under the curve 0.871), performing significantly better than a European-based GRS and two polygenic risk scores in independent discovery and validation cohorts. CONCLUSIONS Genetic risk of type 1 diabetes includes ancestry-specific, disease-associated variants. The GRS developed here provides improved prediction of type 1 diabetes in African-ancestry subjects and a means to identify groups of individuals who would benefit from immune monitoring for early detection of islet autoimmunity.
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Affiliation(s)
- Suna Onengut-Gumuscu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | - Wei-Min Chen
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
| | | | - Jessica K Bonnie
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Emily Farber
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Zhennan Zhu
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Jorge R Oksenberg
- Department of Neurology, School of Medicine, University of California, San Francisco, San Francisco, CA
| | - Steven R Brant
- Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, School of Medicine, and Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | - S Louis Bridges
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
| | - Jeffrey C Edberg
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
| | - Robert P Kimberly
- Division of Clinical Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, AL
| | - Peter K Gregersen
- Robert S. Boas Center for Genomics & Human Genetics, The Feinstein Institute for Medical Research, Manhasset, NY
| | - Marian J Rewers
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO
| | - Andrea K Steck
- Barbara Davis Center for Childhood Diabetes, University of Colorado School of Medicine, Aurora, CO
| | | | - Dana Dabelea
- Colorado School of Public Health, University of Colorado Denver, Aurora, CO
| | | | - Mark A Atkinson
- Diabetes Institute and Department of Pathology, Immunology and Laboratory Medicine, University of Florida, Gainesville, FL
| | - Lynne E Wagenknecht
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | - Jasmin Divers
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC
| | - Ronny A Bell
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC
| | - Henry A Erlich
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA
| | - Patrick Concannon
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA
- Department of Public Health Sciences, University of Virginia, Charlottesville, VA
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10
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Fawwad A, Govender D, Ahmedani MY, Basit A, Lane JA, Mack SJ, Atkinson MA, Henry Wasserfall C, Ogle GD, Noble JA. Clinical features, biochemistry and HLA-DRB1 status in youth-onset type 1 diabetes in Pakistan. Diabetes Res Clin Pract 2019; 149:9-17. [PMID: 30710658 PMCID: PMC6456725 DOI: 10.1016/j.diabres.2019.01.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 12/10/2018] [Accepted: 01/15/2019] [Indexed: 01/17/2023]
Abstract
Published information on diabetes in Pakistani youth is limited. We aimed to investigate the demographic, clinical, and biochemical features, and HLA-DRB1 alleles in new cases of diabetes affecting children and adolescents <22 years of age. The study was conducted at Baqai Institute of Diabetology and Endocrinology in Karachi from June 2013-December 2015. One hundred subjects aged <22 years at diagnosis were enrolled. Demographic characteristics, clinical information, biochemical parameters (blood glucose, HbA1c, C-peptide, glutamic acid decarboxylase 65 (GAD65) and islet antigen 2 (IA-2) autoantibodies) were measured. DNA from 100 subjects and 200 controls was extracted and genotyped for HLA-DRB1 using high-resolution genotyping technology. Ninety-nine subjects were clinically diagnosed as type 1 diabetes (T1D) and one as type 2 diabetes (T2D). Of the 99 with T1D, 57 (57.6%) were males and 42 (42.4%) females, with mean age at diagnosis 11.0 ± 5.2 years (range 1.6-21.7 years) and peaks at six and fifteen years. Fifty-seven subjects were assessed within one month of diagnosis and all within eleven months. For the subjects diagnosed as T1D, mean C-peptide was 0.63 ± 0.51 nmol/L (1.91 ± 1.53 ng/mL), with 16 (16.2%) IA2 positive, 53 (53.5%) GAD-65 positive, and 10 (10.1%) positive for both autoantibodies. In T1D patients, the allele DRB1*03:01 demonstrated highly significant T1D association (p < 10-16), with no apparent risk conferred by DRB1*04:xx alleles. CONCLUSIONS: Heterogeneous forms of T1D appear more common in children and youth in Pakistan than in European populations. Individual understanding of such cases could enable improved management strategies and healthier outcomes.
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Affiliation(s)
- Asher Fawwad
- Biochemistry Department, Baqai Medical University, Gadap, Karachi, Pakistan; Baqai Institute of Diabetology and Endocrinology, Nazimabad, Karachi, Pakistan.
| | - Denira Govender
- Life for a Child, Glebe, NSW 2037, Australia; Sydney Medical School, University of Sydney, NSW 2006, Australia.
| | | | - Abdul Basit
- Baqai Institute of Diabetology and Endocrinology, Nazimabad, Karachi, Pakistan.
| | - Julie Ann Lane
- Children's Hospital Oakland Research Institute, Oakland, CA 94609, USA.
| | - Steven John Mack
- Children's Hospital Oakland Research Institute, Oakland, CA 94609, USA.
| | - Mark Alvin Atkinson
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL 32610, USA; Department of Pediatrics, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL 32610, USA.
| | - Clive Henry Wasserfall
- Department of Pathology, Immunology and Laboratory Medicine, College of Medicine, Diabetes Institute, University of Florida, Gainesville, FL 32610, USA.
| | - Graham David Ogle
- Life for a Child, Glebe, NSW 2037, Australia; Diabetes NSW, Sydney, Australia.
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11
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Hajjej A, Almawi WY, Stayoussef M, Arnaiz-Villena A, Hattab L, Hmida S. Association of HLA-DRB1 and -DQB1 alleles with type 1 (autoimmune) diabetes in African Arabs: systematic review and meta-analysis. Immunol Invest 2018; 48:130-146. [PMID: 30004835 DOI: 10.1080/08820139.2018.1493498] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Several studies confirmed the association of HLA-DRB1 and -DQB1 alleles with altered risk of type 1 diabetes (T1D). However, data from individual studies based on small sample sizes yielded often conflicting findings in African Arabs. This is a systematic review and meta-analysis aimed at comprehensively evaluating this association with T1D, using molecular HLA data. Relevant studies were identified through systemic search of Medline/PubMed, Cochrane, Science Direct, ResearchGate, and EMBASE databases. Statistical analysis was carried out using RevMan, and Comprehensive Meta-analysis programs. Given the heterogeneity of African Arabs, we also performed subgroup analysis according to ethnicity. Analysis of sensitivity, heterogeneity, and publication bias were performed to validate the outcome of the findings. This meta-analysis included 862 T1DM cases, along with 1,390 normoglycemic control, and comprised ten comparisons. Our study indicates that DRB1*03 (OR = 2.86), DRB1*04 (OR = 2.78), and DQB1*02 (OR = 2.29), are positively associated with increased risk of T1DM, while DRB1*07 (OR = 0.48), DRB1*11 (OR = 0.20), DRB1*13 (OR = 0.47), DRB1*15 (OR = 0.30), DQB1*05 (OR = 0.39), and DQB1*06 (OR = 0.27) were negatively associated with T1D, suggesting a protective role against T1D. This meta-analysis was characterized by low heterogeneity, sensitivity, and publication bias, indicating the robustness and reliability of the results. BACKGROUND Several studies confirmed the association of HLA-DRB1 and -DQB1 alleles with altered risk of type 1 diabetes (T1D). However, data from individual studies based on small sample sizes yielded often conflicting findings in African Arabs. This is a systematic review and meta-analysis aimed at comprehensively evaluating this association with T1D, using molecular HLA data. METHODS Relevant studies were identified through systemic search of Medline/PubMed, Cochrane, Science Direct, ResearchGate, and EMBASE databases. Statistical analysis was carried out using Revman, and Comprehensive Meta-analysis programs. Given the heterogeneity of African Arabs, we also performed subgroup analysis according to ethnicity. Analysis of sensitivity, heterogeneity, and pub¬lication bias were performed to validate the outcome of the findings. This meta-analysis included 862 T1DM cases, along with 1,390 normoglycemic control, and comprised ten comparisons. RESULTS Our study indicates that DRB1*03 (OR = 2.86), DRB1*04 (OR = 2.78), and DQB1*02 (OR = 2.29), are positively associated with increased risk of T1DM, while DRB1*07 (OR = 0.48), DRB1*11 (OR = 0.20), DRB1*13 (OR = 0.47), DRB1*15 (OR = 0.30), DQB1*05 (OR = 0.39), and DQB1*06 (OR = 0.27) were negatively associated with T1D, suggesting a protective role against T1D. CONCLUSION This meta-analysis was characterized by low heterogeneity, sensitivity, and publication bias, indicating the robustness and reliability of the results.
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Affiliation(s)
- Abdelhafidh Hajjej
- a Department of Immunogenetics , National Blood Transfusion Center , Tunis , Tunisia
| | - Wassim Y Almawi
- b School of Pharmacy , Lebanese American University , Byblos , Lebanon.,c Department of Biology, Faculty of Sciences , El-Manar University , Tunis , Tunisia
| | - Mouna Stayoussef
- c Department of Biology, Faculty of Sciences , El-Manar University , Tunis , Tunisia
| | - Antonio Arnaiz-Villena
- d Department of Immunology, School of Medicine, Madrid Regional Blood Center , University Complutense , Madrid , Spain
| | - Lasmar Hattab
- e Department of Medical Analysis , Regional Hospital of Gabes (Ghannouch) , Gabes , Tunisia
| | - Slama Hmida
- a Department of Immunogenetics , National Blood Transfusion Center , Tunis , Tunisia
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Sunni M, Brunzell C, Kyllo J, Purcell L, Plager P, Moran A. A picture-based carbohydrate-counting resource for Somalis. J Int Med Res 2018; 46:219-224. [PMID: 28758850 PMCID: PMC6011305 DOI: 10.1177/0300060517718732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Objective Carbohydrate counting is essential for effective management of type 1 diabetes (T1D). Somali diet-specific carbohydrate-counting references are lacking, creating an additional barrier to effective diabetes control. We developed a picture-based carbohydrate-counting resource for Somalis with T1D. Methods Traditional Somali foods were selected using a variety of methods. Serving sizes and carbohydrate calculations were tabulated using the United States Department of Agriculture National Nutrient Database for Standard Reference. Carbohydrate contents of home-prepared foods were calculated by measuring the total yield and total carbohydrates of ingredients in the recipe divided by the number of servings to be consumed. When available, recipes were used for food preparation and analysis for more accurate carbohydrate estimation. Results Photographs of prepared Somali foods were compiled into a PDF file. While introductions are written in text, the resource is primarily picture-based to bypass limited literacy. The resource is shared free of charge via the following link: http://journals.sagepub.com/doi/suppl/10.1177/0300060517718732 . The link will be updated annually with new information. Conclusion There is a necessity to tailor educational materials to address the needs of Somalis with diabetes. We have created a picture-based nutrition resource for carbohydrate counting of traditional Somali foods and have made this freely available to individuals worldwide.
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Affiliation(s)
- Muna Sunni
- Department of Pediatrics, University of Minnesota Masonic Children’s Hospital, MN, USA
| | - Carol Brunzell
- Department of Pediatrics, University of Minnesota Masonic Children’s Hospital, MN, USA
| | | | | | - Phillip Plager
- University of Minnesota Medical School, University of Minnesota, MN USA
| | - Antoinette Moran
- Department of Pediatrics, University of Minnesota Masonic Children’s Hospital, MN, USA
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