Covariation of the incidence of type 1 diabetes with country characteristics available in public databases

PLoS ONE

Volumn 10, Issue 2, 2015, Pages

  Diaz Valencia, Paula Andrea ^a,b   Bougnères, Pierre ^a,c   Valleron, Alain Jacques ^a,b  

^a INSERM   (France)

^b SORBONNE UNIVERSITÉ   (France)

^c BICÊTRE HOSPITAL   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BODY MASS; CLIMATE; COVARIANCE; DEMOGRAPHY; ECONOMIC ASPECT; ENVIRONMENTAL FACTOR; FACTUAL DATABASE; GEOGRAPHICAL VARIATION (SPECIES); HEALTH CARE COST; HEALTH CARE ORGANIZATION; HEALTH STATUS; HUMAN; IMMUNIZATION; INCIDENCE; INFORMATION PROCESSING; INSULIN DEPENDENT DIABETES MELLITUS; MOBILE PHONE; SYSTEMATIC REVIEW (TOPIC); ULTRAVIOLET RADIATION; WORLD HEALTH ORGANIZATION; DIABETES MELLITUS, TYPE 1; HEALTH;

DATABASES, FACTUAL; DIABETES MELLITUS, TYPE 1; GLOBAL HEALTH; HUMANS; INCIDENCE; WORLD HEALTH ORGANIZATION;

EID: 84923267140     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0118298     Document Type: Article

References (51)

1. Harjutsalo V, Sund R, Knip M, Groop PH. Incidence of type 1 diabetes in Finland. JAMA: the journal of the American Medical Association. 2013; 310(4):427-8. doi: 10.1001/jama.2013.8399 PMID: 23917294
2. Ogle GD, Lesley J, Sine P, McMaster P. Type 1 diabetes mellitus in children in Papua New Guinea. P N G Med J. 2001; 44(3-4):96-100. PMID: 12422988
3. Frongia O, Mastinu F, Sechi GM. Prevalence and 4-year incidence of insulin-dependent diabetes mellitus in the province of Oristano (Sardinia, Italy). Acta Diabetol. 1997; 34(3):199-205. PMID: 9401641
4. Garancini P, Gallus G, Calori G, Formigaro F, Micossi P. Incidence and prevalence rates of diabetes mellitus in Italy from routine data: a methodological assessment. Eur J Epidemiol. 1991; 7(1):55-63. PMID: 2026224
5. Rewers M. Challenges in Diagnosing Type 1 Diabetes in Different Populations. Diabetes Metab J 2012; 36:90-7. doi: 10.4093/dmj.2012.36.2.90 PMID: 22540044
6. Pugliese A, Zeller M, Fernandez A Jr, Zalcberg LJ, Bartlett RJ, Ricordi C, et al. The insulin gene is transcribed in the human thymus and transcription levels correlated with allelic variation at the INS VNTRIDDM2 susceptibility locus for type 1 diabetes. Nature genetics. 1997; 15(3):293-7. PMID: 9054945
7. Nistico L, Buzzetti R, Pritchard LE, Van der Auwera B, Giovannini C, Bosi E, et al. The CTLA-4 gene region of chromosome 2q33 is linked to, and associated with, type 1 diabetes. Belgian Diabetes Registry. Human molecular genetics. 1996; 5(7):1075-80. PMID: 8817351
8. Bottini N, Musumeci L, Alonso A, Rahmouni S, Nika K, Rostamkhani M, et al. A functional variant of lymphoid tyrosine phosphatase is associated with type I diabetes. Nature genetics. 2004; 36(4):337-8. PMID: 15004560
9. Vella A, Cooper JD, Lowe CE, Walker N, Nutland S, Widmer B, et al. Localization of a type 1 diabetes locus in the IL2RA/CD25 region by use of tag single-nucleotide polymorphisms. American journal of human genetics. 2005; 76(5):773-9. PMID: 15776395
10. Smyth DJ, Cooper JD, Bailey R, Field S, Burren O, Smink LJ, et al. A genome-wide association study of nonsynonymous SNPs identifies a type 1 diabetes locus in the interferon-induced helicase (IFIH1) region. Nature genetics. 2006; 38(6):617-9. PMID: 16699517
11. Roach JC, Deutsch K, Li S, Siegel AF, Bekris LM, Einhaus DC, et al. Genetic mapping at 3-kilobase resolution reveals inositol 1,4,5-triphosphate receptor 3 as a risk factor for type 1 diabetes in Sweden. American journal of human genetics. 2006; 79(4):614-27. PMID: 16960798
12. Dorman JS. Molecular epidemiology of insulin-dependent diabetes mellitus. Epidemiol Rev. 1997; 19 (1):91-8. PMID: 9360906
13. Dorman JS, Bunker CH. HLA-DQ locus of the human leukocyte antigen complex and type 1 diabetes mellitus: a HuGE review. Epidemiologic reviews. 2000; 22(2):218-27. PMID: 11218373
14. Stayoussef M, Benmansour J, Al-Jenaidi FA, Nemr R, Ali ME, Mahjoub T, et al. Influence of common and specific HLA-DRB1/DQB1 haplotypes on genetic susceptibilities of three distinct Arab populations to type 1 diabetes. Clinical and vaccine immunology: CVI. 2009; 16(1):136-8. doi: 10.1128/CVI.00215-08 PMID: 19005023
15. Kawabata Y, Ikegami H, Kawaguchi Y, Fujisawa T, Shintani M, Ono M, et al. Asian-specific HLA haplotypes reveal heterogeneity of the contribution of HLA-DR and-DQ haplotypes to susceptibility to type 1 diabetes. Diabetes. 2002; 51(2):545-51. PMID: 11812768
16. The DIAMOND Project Group. Incidence and trends of childhood Type 1 diabetes worldwide 1990-1999. The DIAMOND project Group. Diabet Med. 2006; 23(8):857-66. PMID: 16911623
17. Pociot F, Akolkar B, Concannon P, Erlich HA, Julier C, Morahan G, et al. Genetics of type 1 diabetes: what's next? Diabetes. 2010; 59(7):1561-71. doi: 10.2337/db10-0076 PMID: 20587799
18. Moher D, Liberati A, Tetzlaff J, Altman DG, Group. TP. Preferred Reporting Items for Systematic Reviews and Meta -Analyses: The PRISMA Statement. BMJ. 2009; 339:332-6
19. EURODIAB ACE Study Group. Variation and trends in incidence of childhood diabetes in Europe. Lancet. 2000; 355(9207):873-6. PMID: 10752702
20. Patterson CC, Dahlquist GG, Gyurus E, Green A, Soltesz G, Group ES. Incidence trends for childhood type 1 diabetes in Europe during 1989-2003 and predicted new cases 2005-20: a multicentre prospective registration study. Lancet. 2009; 373(9680):2027-33. doi: 10.1016/S0140-6736(09)60568-7 PMID: 19481249
21. Patterson CC, Gyurus E, Rosenbauer J, Cinek O, Neu A, Schober E, et al. Trends in childhood type 1 diabetes incidence in Europe during 1989-2008: evidence of non-uniformity over time in rates of increase. Diabetologia. 2012; 55(8):2142-7. doi: 10.1007/s00125-012-2571-8 PMID: 22638547
22. Soltesz G, Patterson C, Dahlquist G. Diabetes in the young: a global perspective. Global trends in childhood type 1 diabetes. International Diabetes Federation. Diabetes Atlas fourth edition2009.
23. Patterson C, Guariguata L, Dahlquist G, Soltesz G, Ogle G, Silink M. Diabetes in the young-a global view and worldwide estimates of numbers of children with type 1 diabetes. Diabetes Res Clin Pract. 2013; 103(2):161-75. doi: 10.1016/j.diabres.2013.11.005 PMID: 24331235
24. WHO. Global Health Observatory Data Repository 2013 [cited 2012 11-08]. Available: http://apps.who.int/gho/data/?vid=2472.
25. United Nations, Department of Economic and Social Affairs. Population Division (2013). World Population Prospects: The 2012 Revision, DVD Edition. [cited 2014 April 16]. Available: http://esa.un.org/unpd/wpp/Excel-Data/population.htm.
26. World Bank Indicators. [Access date: 30-11-2013] [Internet]. 2013. Available: http://data.worldbank.org/indicator.
27. Google Maps API. Geographical coordinates 2013. [Acsess date: 11-08-2012]. Available: http://universimmedia.pagesperso-orange.fr/geo/loc.htm.
28. R Development Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing. R version 3.0.1 (2013-05-16). Available: http://www.r-project.org/ ed. Vienna, Austria, 2013.
29. Abdi H. Bonferroni and Šidák corrections for multiple comparisons. In: Salkind NJ, editor. Encyclopedia of Measurement and Statistics. Thousand Oaks, CA: Sage, 2007. p. 103-7.
30. Weisberg S. Applied Linear Regression. US: Wiley Series in Probabilty and Statistics; 2005.
31. Sakamoto Y, Ishiguro M, Kitagawa G. Akaike information criterion statistics. Tokyo: Reidel Publishing Company; 1986.
32. S original, from StatLib, by Rob Tibshirani. R port by Friedrich Leisch. Package: bootstrap. Version 2014.4. Data Analysis And Graphics data and functions. p. Functions for the Book "An Introduction to the Bootstrap".
33. Maindonald JH, Braun WJ. Package: DAAG. Version 1.20. Data Analysis And Graphics data and functions. p. Various data sets used in examples and exercises in the book Maindonald, J.H. and Braun, W. J. (2003, 7, 10) "Data Analysis and Graphics Using R".
34. Mohr SB, Garland CF, Gorham ED, Garland FC. The association between ultraviolet B irradiance, vitamin D status and incidence rates of type 1 diabetes in 51 regions worldwide. Diabetologia. 2008; 51 (8):1391-8. doi: 10.1007/s00125-008-1061-5 PMID: 18548227
35. Sloka S, Grant M, Newhook LA. The geospatial relation between UV solar radiation and type 1 diabetes in Newfoundland. Acta Diabetol. 2010; 47(1):73-8. doi: 10.1007/s00592-009-0100-0 PMID: 19238314
36. Staples JA, Ponsonby AL, Lim LL, McMichael AJ. Ecologic analysis of some immune-related disorders, including type 1 diabetes, in Australia: latitude, regional ultraviolet radiation, and disease prevalence. Environ Health Perspect. 2003; 111(4):518-23. PMID: 12676609
37. Huang J, Ou H-Y, Lin J, Karnchanasorn R, Feng W, Samoa R, et al. Hepatitis B Vaccination Reduces the Risk of Diabetes by 50%. American Diabetes Association 2014 Scientific Sessions; June 14, 2014 Abstract 1488-P.
38. Evertsen J, Alemzadeh R, Wang X. Increasing incidence of pediatric type 1 diabetes mellitus in Southeastern Wisconsin: relationship with body weight at diagnosis. PLoS One. 2009; 4(9):e6873. doi: 10.1371/journal.pone.0006873 PMID: 19727402
39. Yang CY, Leung PS, Adamopoulos IE, Gershwin ME. The Implication of Vitamin D and Autoimmunity: a Comprehensive Review. Clinical reviews in allergy & immunology. 2013.
40. Di Ciauia A. Association between Air Pollutant Emissions and Type 1 Diabetes Incidence in European Countries. Advances in Research. 2014; 2(7):409-25
41. Pundziute-Lycka A, Urbonaite B, Ostrauskas R, Zalinkevicius R, Dahlquist GG. Incidence of type 1 diabetes in Lithuanians aged 0-39 years varies by the urban-rural setting, and the time change differs for men and women during 1991-2000. Diabetes Care. 2003; 26(3):671-6. PMID: 12610020
42. Cardwell C, Carson D, Patterson C. Secular trends, disease maps and ecological analyses of the incidence of childhood onset Type 1 diabetes in Northern Ireland, 1989-2003. Diabetic Medicine. 2007; 24:289-95. PMID: 17305789
43. Holmqvist BM, Lofman O, Samuelsson U. A low incidence of Type 1 diabetes between 1977 and 2001 in south-eastern Sweden in areas with high population density and which are more deprived. Diabet Med. 2008; 25(3):255-60. doi: 10.1111/j.1464-5491.2007.02342.x PMID: 18201211
44. Podar T, Laporte RE. Incidence of childhood diabetes did not increase in Estonia during 1980-89. Diabete Metab. 1993; 19(4):361-3. PMID: 8293862
45. Patterson CC, Dahlquist G, Soltesz G, Green A. Is childhood-onset type I diabetes a wealth-related disease? An ecological analysis of European incidence rates. Diabetologia. 2001; 44 Suppl 3:B9-16. PMID: 11724424
46. Dahlquist G, Mustonen L. Analysis of 20 years of prospective registration of childhood onset diabetes time trends and birth cohort effects. Swedish Childhood Diabetes Study Group. Acta Paediatr. 2000; 89:1231-7. PMID: 11083381
47. Gopinath S, Ortqvist E, Norgren S, Green A, Sanjeevi CB. Variations in incidence of type 1 diabetes in different municipalities of stockholm. Ann N Y Acad Sci. 2008; 1150:200-7. doi: 10.1196/annals.1447.057 PMID: 19120295
48. Cardwell CR, Carson DJ, Patterson CC. Higher incidence of childhood-onset type 1 diabetes mellitus in remote areas: a UK regional small-area analysis. Diabetologia. 2006; 49(9):2074-7. PMID: 16868747
49. West R, Belmonte MM, Colle E, Crepeau MP, Wilkins J, Poirier R. Epidemiologic survey of juvenileonset diabetes in Montreal. Diabetes. 1979; 28(7):690-3. PMID: 446923
50. Erlich H, Valdes AM, Noble J, Carlson JA, Varney M, Concannon P, et al. HLA DR-DQ haplotypes and genotypes and type 1 diabetes risk: analysis of the type 1 diabetes genetics consortium families. Diabetes. 2008; 57(4):1084-92. doi: 10.2337/db07-1331 PMID: 18252895
51. Gonzalez-Galarza FF, Christmas S, Middleton D, Jones AR. Allele frequency net: a database and online repository for immune gene frequencies in worldwide populations. Nucleic acids research. 2011; 39(Database issue):D913-9. doi: 10.1093/nar/gkq1128 PMID: 21062830