Spatial epidemiology of diabetes: Methods and insights.

Diabetes mellitus Disease mapping Risk factors Spatial epidemiology Spatial statistics

Journal

World journal of diabetes
ISSN: 1948-9358
Titre abrégé: World J Diabetes
Pays: United States
ID NLM: 101547524

Informations de publication

Date de publication:
15 Jul 2021
Historique:
received: 10 02 2021
revised: 07 05 2021
accepted: 04 06 2021
entrez: 30 7 2021
pubmed: 31 7 2021
medline: 31 7 2021
Statut: ppublish

Résumé

Diabetes mellitus (DM) is a growing epidemic with global proportions. It is estimated that in 2019, 463 million adults aged 20-79 years were living with DM. The latest evidence shows that DM continues to be a significant global health challenge and is likely to continue to grow substantially in the next decades, which would have major implications for healthcare expenditures, particularly in developing countries. Hence, new conceptual and methodological approaches to tackle the epidemic are long overdue. Spatial epidemiology has been a successful approach to control infectious disease epidemics like malaria and human immunodeficiency virus. The implementation of this approach has been expanded to include the study of non-communicable diseases like cancer and cardiovascular diseases. In this review, we discussed the implementation and use of spatial epidemiology and Geographic Information Systems to the study of DM. We reviewed several spatial methods used to understand the spatial structure of the disease and identify the potential geographical drivers of the spatial distribution of DM. Finally, we discussed the use of spatial epidemiology on the design and implementation of geographically targeted prevention and treatment interventions against DM.

Identifiants

pubmed: 34326953
doi: 10.4239/wjd.v12.i7.1042
pmc: PMC8311478
doi:

Types de publication

Journal Article Review

Langues

eng

Pagination

1042-1056

Informations de copyright

©The Author(s) 2021. Published by Baishideng Publishing Group Inc. All rights reserved.

Déclaration de conflit d'intérêts

Conflict-of-interest statement: No conflict of interest to report.

Références

JAMA. 2003 Jun 4;289(21):2801-9
pubmed: 12734147
Eur J Epidemiol. 2009;24(12):743-52
pubmed: 19784553
R Soc Open Sci. 2015 Jun 17;2(6):140460
pubmed: 26543572
Lancet Planet Health. 2017 Oct;1(7):e267-e276
pubmed: 29851625
J Affect Disord. 2020 Dec 1;277:524-530
pubmed: 32882510
Diabetes Res Clin Pract. 2011 Aug;93(2):139-149
pubmed: 21742398
J Public Health (Oxf). 2006 Mar;28(1):71-81
pubmed: 16436450
N Z Med J. 2013 Mar 01;126(1370):23-42
pubmed: 23474511
Science. 2015 Sep 4;349(6252):1259504
pubmed: 26339035
Nature. 2019 Jun;570(7760):189-193
pubmed: 31092927
JAMA Netw Open. 2020 May 1;3(5):e203865
pubmed: 32356884
Diabetes Care. 2010 Jul;33(7):1491-3
pubmed: 20587722
Diabetes Res Clin Pract. 2014 Feb;103(2):137-49
pubmed: 24630390
Soc Sci Med. 1993 Sep;37(6):711-7
pubmed: 8211286
Sci Rep. 2017 Aug 22;7(1):9093
pubmed: 28831171
Lancet Infect Dis. 2009 Dec;9(12):737-46
pubmed: 19926034
J Diabetes Metab Disord. 2020 May 27;19(1):523-533
pubmed: 32550205
J Pak Med Assoc. 2017 May;67(5):810-813
pubmed: 28507380
J Am Soc Nephrol. 2018 Jan;29(1):218-230
pubmed: 28935655
J Cardiovasc Nurs. 2002 Jan;16(2):17-23
pubmed: 11800065
PLoS One. 2013 Aug 30;8(8):e72730
pubmed: 24023636
Virol J. 2011 Jul 26;8:367
pubmed: 21791087
Science. 2010 Oct 8;330(6001):243-6
pubmed: 20929776
Geospat Health. 2018 May 07;13(1):587
pubmed: 29772872
Clin J Am Soc Nephrol. 2013 Apr;8(4):610-8
pubmed: 23493380
Ann Epidemiol. 2015 Dec;25(12):918-23
pubmed: 26499381
J Epidemiol Glob Health. 2017 Dec;7(4):211-218
pubmed: 29110860
Clin Infect Dis. 2007 Aug 15;45(4):436-8
pubmed: 17638190
PLoS Negl Trop Dis. 2015 Apr 24;9(4):e0003741
pubmed: 25909658
Diabetes. 2012 Dec;61(12):3037-45
pubmed: 23172950
Lancet. 2008 Aug 9;372(9637):423-6
pubmed: 18687462
Health Place. 2010 May;16(3):547-56
pubmed: 20129809
Endocr Pract. 2006 Jan-Feb;12 Suppl 1:20-4
pubmed: 16627375
Soc Sci Med. 2001 Jun;52(12):1763-75
pubmed: 11352404
J Appl Physiol (1985). 2005 Sep;99(3):1205-13
pubmed: 16103523
J Epidemiol Glob Health. 2020 Mar;10(1):107-111
pubmed: 32175717
BMJ Open. 2012 Feb 15;2(1):e000711
pubmed: 22337817
Eur J Public Health. 2020 Feb 1;30(1):189-194
pubmed: 31114865
Prev Chronic Dis. 2015 Jan 22;12:E08
pubmed: 25611797
BMC Public Health. 2015 Jul 10;15:633
pubmed: 26159911
Spat Spatiotemporal Epidemiol. 2019 Jun;29:71-83
pubmed: 31128633
JAMA. 1999 Oct 20;282(15):1433-9
pubmed: 10535433
Diabet Med. 2000 Aug;17(8):612-7
pubmed: 11073184
Diabetes Care. 2015 Jan;38 Suppl:S8-S16
pubmed: 25537714
Annu Rev Public Health. 2003;24:25-42
pubmed: 12668754
Diabetes Res Clin Pract. 2020 Apr;162:108086
pubmed: 32068099
PLoS One. 2017 Nov 21;12(11):e0187967
pubmed: 29161276
Epidemiol Rev. 1999;21(2):143-61
pubmed: 10682254
Trop Med Int Health. 2010 Nov;15(11):1289-99
pubmed: 20955495
Diabetes Care. 2005 Jul;28(7):1599-603
pubmed: 15983307
Curr Diab Rep. 2004 Jun;4(3):194-8
pubmed: 15132884
Annu Rev Med. 1975;26:521-36
pubmed: 238458
Lancet Planet Health. 2018 Jul;2(7):e301-e312
pubmed: 30074893
Diabetes Res Clin Pract. 1996 Oct;34 Suppl:S73-8
pubmed: 9015673
Human Geogr. 2012;6(2):5-13
pubmed: 25414731
Diabetes Care. 2013 Jan;36 Suppl 1:S67-74
pubmed: 23264425
Diabetes Care. 2011 Nov;34(11):2363-7
pubmed: 21933906
Eur J Immunol. 2014 Mar;44(3):617-26
pubmed: 24448841
Annu Rev Public Health. 2003;24:43-56
pubmed: 12471269
Diabetes Res Clin Pract. 2017 Jun;128:40-50
pubmed: 28437734
Diabetes Care. 2002 Dec;25(12):2165-71
pubmed: 12453955
Diabetes Care. 2015 Jan;38(1):72-81
pubmed: 25352654
Int J Parasitol. 1998 Mar;28(3):377-93
pubmed: 9559357
Am J Prev Med. 2008 Oct;35(4):357-63
pubmed: 18779029
PLoS Med. 2008 Jul 15;5(7):e152
pubmed: 18630984
Arch Intern Med. 2012 Nov 12;172(20):1566-72
pubmed: 22987062
J Epidemiol Glob Health. 2017 Dec;7(4):235-239
pubmed: 29110863
Nihon Rinsho. 2002 Oct;60 Suppl 10:633-6
pubmed: 12430294
Prev Chronic Dis. 2017 Oct 12;14:E91
pubmed: 29023234
Int J Tuberc Lung Dis. 2017 Dec 1;21(12):1214-1219
pubmed: 29297440
Sci Rep. 2013 Oct 18;3:2981
pubmed: 25671325
N Engl J Med. 2001 May 3;344(18):1343-50
pubmed: 11333990
J Pediatr. 2008 Mar;152(3):331-6
pubmed: 18280836
Parasitology. 2001;122 Suppl:S23-38
pubmed: 11442193
Health Promot Pract. 2011 Jan;12(1):63-73
pubmed: 19546198
J Nutr. 2010 Jun;140(6):1181-4
pubmed: 20392881
PLoS One. 2016 Aug 03;11(8):e0159876
pubmed: 27487006
J Data Sci. 2013 Apr;11(1):269-280
pubmed: 26279666
Diabetes Metab Res Rev. 2020 Mar 31;:e33213321
pubmed: 32233018
Trends Ecol Evol. 2007 Mar;22(3):133-9
pubmed: 17137676
Lancet Diabetes Endocrinol. 2020 Oct;8(10):813-822
pubmed: 32798472
Stat Med. 2000 Sep 15-30;19(17-18):2345-59
pubmed: 10960858
Soc Sci Med. 2003 Aug;57(3):551-60
pubmed: 12791496
Aliment Pharmacol Ther. 2005 Nov;22 Suppl 2:56-60
pubmed: 16225475
Epidemiology. 2011 Jan;22(1):18-26
pubmed: 21150351
Geospat Health. 2017 May 08;12(1):504
pubmed: 28555468
N Engl J Med. 2002 Feb 7;346(6):393-403
pubmed: 11832527
Eur J Public Health. 2018 Feb 1;28(1):30-34
pubmed: 29040545
J Clin Endocrinol Metab. 2010 Nov;95(11):E333-6
pubmed: 20739381
Nat Rev Endocrinol. 2020 Jul;16(7):349-362
pubmed: 32398822
J Am Board Fam Med. 2010 Jan-Feb;23(1):88-96
pubmed: 20051547
PLoS Med. 2006 Dec;3(12):e473
pubmed: 17147467
Diabetes Care. 2018 Jan;41(Suppl 1):S55-S64
pubmed: 29222377
Diabetes Care. 2014;37(1):197-201
pubmed: 24026544
Lancet. 2017 May 13;389(10082):1907-1918
pubmed: 28408086
Trans R Soc Trop Med Hyg. 2019 Feb 1;113(2):56-64
pubmed: 30517697
J Biosoc Sci. 2021 Jul;53(4):623-638
pubmed: 32772932
Int J Health Geogr. 2007 Nov 29;6:54
pubmed: 18045503
PLoS Negl Trop Dis. 2016 Jan 04;10(1):e0004284
pubmed: 26727113
Diabetes Care. 1996 Jun;19(6):601-6
pubmed: 8725859
Aust J Prim Health. 2019 Nov 22;:
pubmed: 31751519
BMC Med. 2011 Jul 01;9:81
pubmed: 21722362
Econ Hum Biol. 2012 Jan;10(1):35-42
pubmed: 21561816
Diabetes Metab. 2011 Feb;37(1):39-46
pubmed: 20980182
Am J Prev Med. 2011 Apr;40(4):434-9
pubmed: 21406277

Auteurs

Diego F Cuadros (DF)

Geography and Geographic Information Systems, University of Cincinnati, Cincinnati, OH 45221, United States. diego.cuadros@uc.edu.

Jingjing Li (J)

Urban Health Collaborative, Drexel University, Philadelphia, PA 19104, United States.

Godfrey Musuka (G)

ICAP, Columbia University, Harare 00000, Zimbabwe.

Susanne F Awad (SF)

Infectious Disease Epidemiology Group, Weill Cornell Medicine - Qatar, Cornell University, Doha 24144, Qatar.

Classifications MeSH