Bayesian analysis of the geographical variation of type 1 diabetes mellitus in under 15yr olds in northeast Spain, 1991-2009

Pediatric Diabetes

Volumn 14, Issue 1, 2013, Pages 66-76

  Compés, Maria Luisa ^a,b   Feja, Cristina ^a,c   Niño De Guzman, Ena ^b   Aguilar, Isabel ^a,d   Conde, Santiago ^e   Alonso, Juan Pablo ^b   Rodrigo, Maria Pilar ^b  

^a Group Health Services Research of Aragon   (Spain)

^b Government of Aragon   (Spain)

^c INSTITUTO ARAGONÉS DE CIENCIAS DE LA SALUD   (Spain)

^d UNIVERSITY OF ZARAGOZA   (Spain)

^e HOSPITAL UNIVERSITARIO MIGUEL SERVET   (Spain)

Author keywords

Bayes theorem; DM1; Ecological studies; Geoepidemiology

Indexed keywords

ADOLESCENT; ARTICLE; BAYES THEOREM; CHILD; CHILDHOOD DISEASE; DISEASE REGISTRY; FEMALE; GEOGRAPHIC DISTRIBUTION; GROUPS BY AGE; HIGH RISK POPULATION; HUMAN; INCIDENCE; INSULIN DEPENDENT DIABETES MELLITUS; MAJOR CLINICAL STUDY; MALE; PRESCHOOL CHILD; PRIORITY JOURNAL; PROBABILITY; SCHOOL CHILD; SEX RATIO; SPAIN;

ADOLESCENT; BAYES THEOREM; CHILD; CHILD, PRESCHOOL; DIABETES MELLITUS, TYPE 1; FEMALE; GEOGRAPHY; HUMANS; INCIDENCE; INFANT; INFANT, NEWBORN; MALE; SPAIN; TIME FACTORS;

EID: 84872914318     PISSN: 1399543X     EISSN: 13995448     Source Type: Journal    
DOI: 10.1111/j.1399-5448.2012.00892.x     Document Type: Article

References (44)

1. Borchers AT, Uibo R, Gershwin ME. The geoepidemiology of type 1 diabetes. Autoimmun Rev 2010: 9: A355-A365.
2. Torres-Aviles F, Carrasco E, Icaza G, Perez-Bravo F. Clustering of cases of type 1 diabetes in high socioeconomic communes in Santiago de Chile: spatio-temporal and geographical analysis. Acta Diabetol 2010: 47: 251-257.
3. Abellana R, Ascaso C, Carrasco JL, Castell C, Tresserras R. Geographical variability of the incidence of Type 1 diabetes in subjects younger than 30years in Catalonia, Spain. Med Clin (Barc) 2009: 132: 454-458.
4. Bahíllo Curieses MP, Hermoso López F, García Fernández JA et al. Epidemiología de la diabetes tipo 1 en menores de 15 años en las provincias de Castilla y León. An Pediatr (Barc) 2006: 65: 15-21.
5. Rytkönen M, Ranta J, Tuomilehto J, Karvonen M, Group SSGTFCDR. Bayesian analysis of geographical variation in the incidence of Type I diabetes in Finland. Diabetologia 2001: 44: B37-B44.
6. Levy-Marchal C, Patterson CC, Green A, Grp EAS. Geographical variation of presentation at diagnosis of Type I diabetes in children: the EURODIAB Study. Diabetologia 2001: 44: B75-B80.
7. Serban V, Timar R, Dabelea D et al. The epidemiology of childhood-onset type 1 diabetes mellitus in Romania. J Pediatr Endocrinol Metab 2001: 14: 535-541.
8. Thomas W, Birgit R, Edith S. Austrian Diabet Incidence S. Changing geographical distribution of diabetes mellitus type 1 incidence in Austrian children 1989-2005. Eur J Epidemiol 2008: 23: 213-218.
9. Carle F, Gesuita R, Bruno G et al. Diabetes, incidence in 0-to 14-year age-group in Italy - A 10-year prospective study. Diabetes Care 2004: 27: 2790-2796.
10. Miller L, Willis J, Pearce J, Barnett R, Darlow B, Scott R. Urban-rural variation in child hood type 1 diabetes incidence in Canterbury, New Zealand, 1980-2004. Health Place 2011: 17: 248-256.
11. Zorrilla Torras B, Cantero Real JL, Barrios Castellanos R et al. Incidencia de diabetes mellitus tipo 1 en niños: resultados del registro poblacional de la Comunidad de Madrid, 1997-2005. Med Clin (Barc) 2009: 132: 545-548.
12. Barceló MA, Saez M, Cano-Serral G et al. Métodos para la suavización de indicadores de mortalidad:aplicación al análisis de desigualdades en mortalidad en ciudades del Estado español (Proyecto MEDEA). Gac Sanit 2008: 22: 596-608.
13. Borrell C, Marí-Dell'olmo M, Serral G, Martínez-Beneito M, Gotsens M, Members M. Inequalities in mortality in small areas of eleven Spanish cities (the multicenter MEDEA project). Health Place 2010: 16: 703-711.
14. Samuelsson U, Lofman O. Geographical mapping of type 1 diabetes in children and adolescents in south east Sweden. J Epidemiol Community Health 2004: 58: 388-392.
15. Yeung WC, Rawlinson WD, Craig ME. Enterovirus infection and type 1 diabetes mellitus: systematic review and meta-analysis of observational molecular studies. BMJ 2011: 342: d35.
16. Rytkonen M, Moltchanova E, Ranta J, Taskinen O, Tuomilehto J, Karvonen M. The incidence of type 1 diabetes among children in Finland - rural-urban difference. Health Place 2003: 9: 315-325.
17. 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: 2074-2077.
18. 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: 518-523.
19. Sloka S, Grant M, Newhook LA. The geospatial relation between UV solar radiation and type 1 diabetes in Newfoundland. Acta Diabetol 2010: 47: 73-78.
20. Viskari H, Ludvigsson J, Uibo R et al. Relationship between the incidence of type 1 diabetes and maternal enterovirus antibodies: time trends and geographical variation. Diabetologia 2005: 48: 1280-1287.
21. Altobelli E, Petrocelli R, Verrotti A, Valenti M. Infections and risk of type I diabetes in childhood: a population-based case-control study. Eur J Epidemiol 2003: 18: 425-430.
22. Diabetes mellitus tipo1 en menores de 15 años. Aragón 1991-2008. Fecha de elaboración: Enero 2010.
23. Rodrigo Val MP, Guimbao J, Vergara A, Varela C, de Mateo S, Herrera D. Epidemiología meningitis no meningocócicas bacterianas de la provincia de Zaragoza (España) desde 1999 a 2004. Evaluación del Sistema de Vigilancia Epidemiológica. Gac Sanit 2007: 21: 390-396.
24. Hook EB, Regal RR. Capture-recapture methods in epidemiology: methods and limitations. Epidemiol Rev 1995: 17: 243-264.
25. Brenner H. Use and limitations of the capture-recapture method in disease monitoring with two dependent sources. Epidemiology 1995: 6: 42-48.
26. Ballester F, Pérez-Hoyos S, Ferrer D. Validez de la homogeneidad y la hipótesis de independencia en la aplicación del método de captura-recaptura con 2 fuentes de información. Gac Sanit 1997: 11: 150-151.
27. Borrell C, Cano-Serral G, Martinez-Benito MA, Mari-Dell'Olmo M, Rodriguez-Sanz M, y grupo MEDEA. Atlas de Mortalidad en ciudades de España (1996-2003). Barcelona: 2009.
28. Feja C, Alcala JT, Rabanaque MJ, Saez M, Marcos-Gragera R, Martos MC. Desigualdades geográficas en mortalidad e incidencia por cáncer de laringe en varones: factores socioeconómicos y ambientales. Rev Esp Salud Publica 2010: 84: 745-756.
29. Gotsens M, Marí-Dell'Olmo M, Martínez-Beneito M et al. Socio-economic inequalities in mortality due to injuries in small areas of ten cities in Spain (MEDEA Project). Accid Anal Prev 2011: 43: 1802-1810.
30. Besag J. Spatial interaction and the statistical analysis of lattice systems (with discussion). J R Stat Soc Ser B 1974: 36: 192-236.
31. Clayton DG, Bernardinelli L, Montomoli C. Spatial correlation in ecological analysis. Int J Epidemiol 1993: 22: 1193-1202.
32. Brooks S, Gelman A. Alternative's methods for monitoring convergence of iterative simulations. J Comput Graph Statist 1998: 7: 434-455.
33. Aguilar I, Feja C, Compés MA et al. Desigualdades y mortalidad por cirrosis en varones (Zaragoza, 1996-2003). Gac Sanit 2011: 25: 139-145.
34. Richardson S, Thomson A, Best N, Elliott P. Interpreting posterior relative risk estimates in disease-mapping studies. Environ Health Perspect 2004: 112: 1016-1025.
35. Soltesz G. Diabetes in the young: a paediatric and epidemiological perspective. Diabetologia 2003: 46: 447-454.
36. Bessaoud K, Boudraa G, de Ropolo MM et al. Incidence and trends of childhood Type 1 diabetes worldwide 1990-1999. Diabet Med 2006: 23: 857-866.
37. Bruno G, Maule M, Merletti F et al. Age-Period-Cohort Analysis of 1990-2003 Incidence Time Trends of Childhood Diabetes in Italy The RIDI Study. Diabetes 2010: 59: 2281-2287.
38. Shaltout AA, Moussa MAA, Qabazard M et al. Further evidence for the rising incidence of childhood Type 1 diabetes in Kuwait. Diabet Med 2002: 19: 522-525.
39. Newhook LA, Curtis J, Hagerty D et al. High incidence of childhood type 1 diabetes in the Avalon Peninsula, Newfoundland, Canada. Diabetes Care 2004: 27: 885-888.
40. Jarosz-Chobot P, Polanska J, Szadkowska A et al. Rapid increase in the incidence of type 1 diabetes in Polish children from 1989 to 2004, and predictions for 2010 to 2025. Diabetologia 2011: 54: 508-515.
41. Aamodt G, Stene LC, Njolstad PR, Sovik O, Joner G, Grp N. Spatiotemporal trends and age-period-cohort modeling of the incidence of type 1 diabetes among children aged<15years in Norway 1973-1982 and 1989-2003. Diabetes Care 2007: 30: 884-889.
42. Chong JW, Craig ME, Cameron FJ et al. Marked increase in type 1 diabetes mellitus incidence in children aged 0-14yr in Victoria, Australia, from 1999 to 2002. Pediatr Diabetes 2007: 8: 67-73.
43. Dalmau-Bueno A, García-Altés A, Marí-Dell'Olmo M, Pérez K, Kunst AE, Borrell C. Veintidós años de evolución de las desigualdades socioeconómicas en la mortalidad en la ciudad de Barcelona. Gac Sanit 2010: 24: 20-27.
44. McNally RJQ, Pollock R, Court S, Begon M, Cheetham TD. Space-time clustering analyses of type 1 diabetes in children from north-east England: support for an infectious aetiology? Environ Health 2009: 8: 5.