Metapopulation dynamics of SARS-CoV-2 transmission in a small-scale Amazonian society.
Journal
PLoS biology
ISSN: 1545-7885
Titre abrégé: PLoS Biol
Pays: United States
ID NLM: 101183755
Informations de publication
Date de publication:
08 2023
08 2023
Historique:
received:
17
03
2023
accepted:
17
07
2023
medline:
24
8
2023
pubmed:
22
8
2023
entrez:
22
8
2023
Statut:
epublish
Résumé
The severity of infectious disease outbreaks is governed by patterns of human contact, which vary by geography, social organization, mobility, access to technology and healthcare, economic development, and culture. Whereas globalized societies and urban centers exhibit characteristics that can heighten vulnerability to pandemics, small-scale subsistence societies occupying remote, rural areas may be buffered. Accordingly, voluntary collective isolation has been proposed as one strategy to mitigate the impacts of COVID-19 and other pandemics on small-scale Indigenous populations with minimal access to healthcare infrastructure. To assess the vulnerability of such populations and the viability of interventions such as voluntary collective isolation, we simulate and analyze the dynamics of SARS-CoV-2 infection among Amazonian forager-horticulturalists in Bolivia using a stochastic network metapopulation model parameterized with high-resolution empirical data on population structure, mobility, and contact networks. Our model suggests that relative isolation offers little protection at the population level (expected approximately 80% cumulative incidence), and more remote communities are not conferred protection via greater distance from outside sources of infection, due to common features of small-scale societies that promote rapid disease transmission such as high rates of travel and dense social networks. Neighborhood density, central household location in villages, and household size greatly increase the individual risk of infection. Simulated interventions further demonstrate that without implausibly high levels of centralized control, collective isolation is unlikely to be effective, especially if it is difficult to restrict visitation between communities as well as travel to outside areas. Finally, comparison of model results to empirical COVID-19 outcomes measured via seroassay suggest that our theoretical model is successful at predicting outbreak severity at both the population and community levels. Taken together, these findings suggest that the social organization and relative isolation from urban centers of many rural Indigenous communities offer little protection from pandemics and that standard control measures, including vaccination, are required to counteract effects of tight-knit social structures characteristic of small-scale populations.
Identifiants
pubmed: 37607188
doi: 10.1371/journal.pbio.3002108
pii: PBIOLOGY-D-23-00715
pmc: PMC10443873
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
e3002108Subventions
Organisme : NIAID NIH HHS
ID : R01 AI138783
Pays : United States
Informations de copyright
Copyright: © 2023 Kraft et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Déclaration de conflit d'intérêts
The authors have declared that no competing interests exist.
Références
BMJ Open. 2020 Aug 16;10(8):e039652
pubmed: 32801208
Science. 2015 Jun 5;348(6239):1061
pubmed: 26045407
J R Stat Soc Ser A Stat Soc. 1994;157(1):115-49
pubmed: 12159126
Am J Clin Nutr. 2018 Dec 1;108(6):1183-1195
pubmed: 30383188
J Infect Dev Ctries. 2020 Dec 31;14(12):1361-1367
pubmed: 33378276
JAMA Pediatr. 2021 Feb 1;175(2):143-156
pubmed: 32975552
Curr Anthropol. 2001 Jun;42(3):425-32
pubmed: 14992224
Am J Trop Med Hyg. 2020 Aug;103(2):609-612
pubmed: 32524964
BMJ. 2023 Jan 3;380:2
pubmed: 36596574
Sci Rep. 2011;1:1
pubmed: 22355520
Lancet. 2009 Jul 4;374(9683):65-75
pubmed: 19577695
Exp Gerontol. 2012 Oct;47(10):807-13
pubmed: 22595699
Bull Math Biol. 2003 Jan;65(1):1-26
pubmed: 12597114
JAMA Netw Open. 2021 Jan 4;4(1):e2035057
pubmed: 33410879
J R Soc Interface. 2021 Feb;18(175):20200875
pubmed: 33561374
World Dev. 2021 Sep;145:105533
pubmed: 36570383
J Epidemiol Community Health. 2022 Jan;76(1):16-23
pubmed: 34266980
J Stat Softw. 2008 May 1;24(3):nihpa54860
pubmed: 19756229
J Eval Clin Pract. 2020 Oct;26(5):1352-1360
pubmed: 32820573
Sci Rep. 2015 Sep 10;5:14032
pubmed: 26354026
J Clin Nurs. 2020 Aug;29(15-16):2737-2741
pubmed: 32412150
Nat Commun. 2021 Jan 12;12(1):323
pubmed: 33436609
J Racial Ethn Health Disparities. 2022 Dec;9(6):2227-2236
pubmed: 34581998
Epidemics. 2011 Mar;3(1):46-60
pubmed: 21420659
PLoS One. 2015 Mar 03;10(3):e0118457
pubmed: 25734772
Science. 2020 Apr 17;368(6488):251
pubmed: 32299940
Phys Rev E Stat Nonlin Soft Matter Phys. 2002 Mar;65(3 Pt 2A):035108
pubmed: 11909143
Int J Equity Health. 2021 Jan 28;20(1):50
pubmed: 33509206
Proc Biol Sci. 2014 Dec 7;281(1796):20141476
pubmed: 25320169
Am J Epidemiol. 2021 Jan 4;190(1):109-115
pubmed: 32803245
J R Soc Interface. 2007 Oct 22;4(16):879-91
pubmed: 17640863
J Stat Softw. 2018 Apr;84:
pubmed: 29731699
Am J Epidemiol. 2011 Dec 1;174(11):1246-55
pubmed: 22071585
Am J Phys Anthropol. 1991 Apr;84(4):407-19
pubmed: 2053615
N Z Med J. 2018 Dec 14;131(1487):54-69
pubmed: 30543612
J R Stat Soc Series B Stat Methodol. 2014 Jan 1;76(1):29-46
pubmed: 24443639
J Relig Health. 2021 Oct;60(5):3230-3244
pubmed: 34117598
Int J Infect Dis. 2021 Apr;105:234-235
pubmed: 33592341
Nat Med. 2020 Dec;26(12):1829-1834
pubmed: 33020651
Lancet. 2020 May 30;395(10238):1727-1734
pubmed: 32422124
J Infect Dis. 2016 Dec 15;214(12):1800-1807
pubmed: 27418048
Trends Ecol Evol. 1997 Oct;12(10):395-9
pubmed: 21238122
Lancet. 2022 Apr 16;399(10334):1469-1488
pubmed: 35219376
PLoS Comput Biol. 2021 Feb 11;17(2):e1008559
pubmed: 33571188
J Public Health (Oxf). 2021 Jun 7;43(2):e250-e251
pubmed: 33044545
J Theor Biol. 2005 Jan 7;232(1):71-81
pubmed: 15498594
Open Forum Infect Dis. 2022 Mar 09;9(5):ofac119
pubmed: 35474757
Evol Anthropol. 2017 Apr;26(2):54-73
pubmed: 28429567
PLoS Med. 2008 Mar 25;5(3):e74
pubmed: 18366252
Int J Equity Health. 2020 May 7;19(1):63
pubmed: 32381022
BMJ Open. 2021 Nov 5;11(11):e051491
pubmed: 34740930