{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T17:54:34Z","timestamp":1791309274904,"version":"4.3.1"},"reference-count":36,"publisher":"Public Library of Science (PLoS)","issue":"10","license":[{"start":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T00:00:00Z","timestamp":1791244800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.ploscompbiol.org"],"crossmark-restriction":false},"short-container-title":["PLoS Comput Biol"],"abstract":"<jats:sec id=\"sec001\">\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>\n                      Human mobility across the Brazilian Amazon\u2014shaped by frontier development, land-use change, mining activity, and climatic shocks\u2014remains a major barrier to malaria elimination. Brazil aims to eliminate\n                      <jats:italic>Plasmodium falciparum (Pf)<\/jats:italic>\n                      by 2030 and\n                      <jats:italic>Plasmodium vivax (Pv)<\/jats:italic>\n                      by 2035, yet malaria incidence has plateaued since 2020. We quantify parasite-specific mobility and assess how importations drive malaria reintroduction and reestablishment in areas approaching elimination.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We analyzed 5,521,411 de-identified malaria cases from Sivep-Malaria (2003\u20132023) across 808 municipalities in the nine-state Brazilian Amazon. We (i) used multivariable monthly sequence analysis to classify \u201cMunicipal Malaria Importation Trajectories\u201d (MMITs) using local\/imported composition, incidence per 1,000, and source\/sink network typologies; (ii) characterized mobility networks by parasite species and locality type (rural, urban, settlement, indigenous, mining); and (iii) developed a parasite-specific rule-based classification procedure to identify reintroduction, and defined reestablishment as sustained local transmission.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Sequence analysis produced five MMIT clusters, spanning municipalities nearing elimination to areas with sustained high local transmission and distinct profiles of declining transmission with intense vs. moderate importation. Overall, 959,281 cases (17.38%) were imported. Cases were predominantly\n                      <jats:italic>Pv<\/jats:italic>\n                      (81.68%), with\n                      <jats:italic>Pf<\/jats:italic>\n                      comprising 17.15%;\n                      <jats:italic>Pf<\/jats:italic>\n                      was more common among imported than locally acquired infections. Mobility patterns shifted after mid-2020: by 2023,\u2009&gt;\u200950% of exported cases originated in mining localities despite ~0.2% land coverage, with\n                      <jats:italic>Pf<\/jats:italic>\n                      importation increasingly concentrated in municipalities overlapping the Yanomami Indigenous Land. From 2006\u20132023, we identified 63\n                      <jats:italic>Pf<\/jats:italic>\n                      and 221\n                      <jats:italic>Pv<\/jats:italic>\n                      reintroduced locally acquired cases following \u22653 years of zero local transmission, leading to reestablishment in 6 and 23 municipalities, respectively, and generating 864 subsequent\n                      <jats:italic>Pf<\/jats:italic>\n                      and 6,524 subsequent\n                      <jats:italic>Pv<\/jats:italic>\n                      cases. Post-reintroduction transmission persisted for long periods (mean 762 days for\n                      <jats:italic>Pf<\/jats:italic>\n                      ; 815 days for\n                      <jats:italic>Pv<\/jats:italic>\n                      ).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Malaria elimination in Brazil is increasingly hindered by parasite-specific mobility, especially linked to mining\u2013indigenous confluences, and by repeated reintroduction in receptive municipalities nearing elimination (notably along the arc of deforestation). Mobility-informed surveillance and targeted reactive strategies are essential to achieve and sustain Brazil\u2019s malaria elimination goals.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pcbi.1014843","type":"journal-article","created":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T17:32:31Z","timestamp":1791307951000},"page":"e1014843","update-policy":"https:\/\/doi.org\/10.1371\/journal.pcbi.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Mobility hinders malaria elimination goals in the Brazilian Amazon"],"prefix":"10.1371","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7794-3424","authenticated-orcid":true,"given":"Nicholas J.","family":"Arisco","sequence":"first","affiliation":[{"name":"Center for Environmental Studies, Williams College","place":["Williamstown, Massachusetts, United States of America"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pablo S.","family":"Fontoura","sequence":"additional","affiliation":[{"name":"National Malaria Prevention and Control Program \u2013 Ministry of Health of Brazil","place":["Bras\u00edlia, Distrito Federal, Brazil"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Cassio","family":"Peterka","sequence":"additional","affiliation":[{"name":"Minist\u00e9rio da Sa\u00fade","place":["Bras\u00edlia, Distrito Federal, Brazil"],"department":["Secretaria de Vigil\u00e2ncia em Sa\u00fade e Ambiente"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4606-2795","authenticated-orcid":true,"given":"Marcia C.","family":"Castro","sequence":"additional","affiliation":[{"name":"Harvard T.H. Chan School of Public Health","place":["Boston, Massachusetts, United States of America"],"department":["Department of Global Health and Population"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,10,6]]},"reference":[{"key":"pcbi.1014843.ref001","volume-title":"Modernities in the jungle: Extended urbanization in the Brazilian Amazonia","author":"R Monte-Mor","year":"2004"},{"key":"pcbi.1014843.ref002","author":"AMA Diniz","year":"2002"},{"key":"pcbi.1014843.ref003","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1007\/978-3-031-87027-9_12","article-title":"Human displacements related to disasters in Brazil","volume-title":"Internal environmental displacement in Latin America and the Caribbean: legal and policy approaches","author":"LR Londe","year":"2025"},{"key":"pcbi.1014843.ref004","doi-asserted-by":"crossref","first-page":"102933","DOI":"10.1016\/j.gloenvcha.2024.102933","article-title":"Amazon communities displaced by hydroelectric dams: Implications for environmental changes and household\u015b livelihood","volume":"89","author":"DR Roquetti","year":"2024","journal-title":"Glob Environ Change"},{"issue":"1","key":"pcbi.1014843.ref005","doi-asserted-by":"crossref","DOI":"10.1038\/s43247-024-01530-4","article-title":"Severe droughts reduce river navigability and isolate communities in the Brazilian Amazon","volume":"5","author":"L Santos de Lima","year":"2024","journal-title":"Commun Earth Environ"},{"key":"pcbi.1014843.ref006","volume-title":"The politics of military rule in Brazil, 1964-1985","author":"TE Skidmore","year":"1990"},{"issue":"3","key":"pcbi.1014843.ref007","doi-asserted-by":"crossref","first-page":"680","DOI":"10.1111\/j.1523-1739.2005.00697.x","article-title":"Deforestation in Brazilian Amazonia: History, Rates, and Consequences","volume":"19","author":"PM Fearnside","year":"2005","journal-title":"Conserv Biol"},{"key":"pcbi.1014843.ref008","volume-title":"Frontier development policy in Brazil: a study of Amazonia","author":"DJ Mahar","year":"1979"},{"key":"pcbi.1014843.ref009","volume-title":"Frontier malaria in the Amazon region of Brazil: types of malaria situations and some implications for control","author":"DR Sawyer","year":"1988"},{"key":"pcbi.1014843.ref010","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1111\/j.1749-6632.2001.tb02753.x","article-title":"Agricultural colonization and malaria on the Amazon frontier","volume":"954","author":"BH Singer","year":"2001","journal-title":"Ann N Y Acad Sci"},{"issue":"7","key":"pcbi.1014843.ref011","doi-asserted-by":"crossref","first-page":"2452","DOI":"10.1073\/pnas.0510576103","article-title":"Malaria risk on the Amazon frontier","volume":"103","author":"MC de Castro","year":"2006","journal-title":"Proc Natl Acad Sci U S A"},{"key":"pcbi.1014843.ref012","volume-title":"Elimina mal\u00e1ria Brasil: plano nacional de elimina\u00e7\u00e3o da mal\u00e1ria","author":"Minist\u00e9rio da Sa\u00fade","year":"2022"},{"key":"pcbi.1014843.ref013","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1016\/bs.apar.2015.04.002","article-title":"Cross-border malaria: a major obstacle for malaria elimination","volume":"89","author":"K Wangdi","year":"2015","journal-title":"Adv Parasitol"},{"issue":"1","key":"pcbi.1014843.ref014","doi-asserted-by":"crossref","first-page":"284","DOI":"10.1186\/s12936-016-1335-1","article-title":"Challenges for malaria elimination in Brazil","volume":"15","author":"MU Ferreira","year":"2016","journal-title":"Malar J"},{"key":"pcbi.1014843.ref015","volume-title":"WHO malaria terminology","author":"Organization WH","year":"2021"},{"issue":"44","key":"pcbi.1014843.ref016","doi-asserted-by":"crossref","DOI":"10.1073\/pnas.2409583121","article-title":"Ecological change increases malaria risk in the Brazilian Amazon","volume":"121","author":"NJ Arisco","year":"2024","journal-title":"Proc Natl Acad Sci U S A"},{"issue":"4","key":"pcbi.1014843.ref017","doi-asserted-by":"crossref","first-page":"762","DOI":"10.1038\/s41591-023-02280-0","article-title":"Malaria is increasing in Indigenous and artisanal mining areas in the Brazilian Amazon","volume":"29","author":"MC Castro","year":"2023","journal-title":"Nat Med"},{"key":"pcbi.1014843.ref018","first-page":"101189","article-title":"The impact of weather and extreme events on malaria transmission in the Brazilian Amazon: a case-crossover and population-based study","volume":"49","author":"NJ Arisco","year":"2025","journal-title":"Lancet Reg Health Am"},{"issue":"1","key":"pcbi.1014843.ref019","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1186\/s12936-021-03668-4","article-title":"Cross-border malaria in Northern Brazil","volume":"20","author":"NJ Arisco","year":"2021","journal-title":"Malar J"},{"issue":"7","key":"pcbi.1014843.ref020","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pgph.0003452","article-title":"Spatiotemporal analysis of within-country imported malaria in Brazilian municipalities, 2004\u20132022","volume":"4","author":"NJ Arisco","year":"2024","journal-title":"PLOS Glob Public Health"},{"key":"pcbi.1014843.ref021","article-title":"Malaria in areas under mining activity in the Amazon: A review","volume":"57","author":"PST Amaral","year":"2024","journal-title":"Rev Soc Bras Med Trop"},{"issue":"1","key":"pcbi.1014843.ref022","doi-asserted-by":"crossref","first-page":"9847","DOI":"10.1038\/s41467-024-54220-2","article-title":"Uncontrolled Illegal Mining and Garimpo in the Brazilian Amazon","volume":"15","author":"L Cortinhas Ferreira Neto","year":"2024","journal-title":"Nat Commun"},{"issue":"11","key":"pcbi.1014843.ref023","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pntd.0013677","article-title":"Mining and malaria in the Brazilian Amazon and in the Yanomami indigenous land","volume":"19","author":"MC Castro","year":"2025","journal-title":"PLoS Negl Trop Dis"},{"issue":"4","key":"pcbi.1014843.ref024","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1111\/j.1365-2915.2007.00704.x","article-title":"Abundance, biting behaviour and parous rate of anopheline mosquito species in relation to malaria incidence in gold-mining areas of southern Venezuela","volume":"21","author":"JE Moreno","year":"2007","journal-title":"Med Vet Entomol"},{"issue":"1","key":"pcbi.1014843.ref025","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/s12936-022-04381-6","article-title":"Gold miners augment malaria transmission in indigenous territories of Roraima state, Brazil","volume":"21","author":"J de Aguiar Barros","year":"2022","journal-title":"Malaria J"},{"key":"pcbi.1014843.ref026","volume-title":"Global technical strategy for malaria 2016-2030","author":"World Health Organization","year":"2015"},{"issue":"1","key":"pcbi.1014843.ref027","doi-asserted-by":"crossref","first-page":"17982","DOI":"10.1038\/s41598-022-22590-6","article-title":"Imported malaria definition and minimum data for surveillance","volume":"12","author":"NJ Arisco","year":"2022","journal-title":"Sci Rep"},{"issue":"1","key":"pcbi.1014843.ref028","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1146\/annurev.so.21.080195.000521","article-title":"Sequence Analysis: New Methods for Old Ideas","volume":"21","author":"A Abbott","year":"1995","journal-title":"Annu Rev Sociol"},{"issue":"1","key":"pcbi.1014843.ref029","doi-asserted-by":"crossref","first-page":"158","DOI":"10.1186\/s12936-018-2306-5","article-title":"Malakit: an innovative pilot project to self-diagnose and self-treat malaria among illegal gold miners in the Guiana Shield","volume":"17","author":"M Douine","year":"2018","journal-title":"Malar J"},{"key":"pcbi.1014843.ref030","first-page":"100047","article-title":"Self-diagnosis and self-treatment of malaria in hard-to-reach and mobile populations of the Amazon: results of Malakit, an international multicentric intervention research project","volume":"4","author":"M Douine","year":"2021","journal-title":"Lancet Reg Health Am"},{"key":"pcbi.1014843.ref031","article-title":"Brazil\u2019s illegal gold miners carve out new Amazon hotspots in conservation units","author":"S Branford","year":"2024","journal-title":"Mongabay"},{"issue":"7","key":"pcbi.1014843.ref032","doi-asserted-by":"crossref","first-page":"1809","DOI":"10.1038\/s41591-024-02991-y","article-title":"Life-long health consequences of undernutrition in the Yanomami indigenous population in Brazil","volume":"30","author":"T Dos Reis Araujo","year":"2024","journal-title":"Nat Med"},{"issue":"4","key":"pcbi.1014843.ref033","article-title":"The association between nutritional status and malaria in children from a rural community in the Amazonian region: a longitudinal study","volume":"9","author":"MAA Alexandre","year":"2015","journal-title":"PLoS Negl Trop Dis"},{"key":"pcbi.1014843.ref034","volume-title":"Preparing for certification of malaria elimination","author":"Organization WH","year":"2022"},{"issue":"1","key":"pcbi.1014843.ref035","doi-asserted-by":"crossref","first-page":"162","DOI":"10.1186\/s12936-024-04971-6","article-title":"Towards malaria elimination: a reflection about digital notification modules to improve malaria cases notification speed and follow-up in the Brazilian Amazon region","volume":"23","author":"KKS Garcia","year":"2024","journal-title":"Malar J"},{"issue":"10","key":"pcbi.1014843.ref036","article-title":"Brazil towards malaria elimination: A time-series analysis of imported cases from 2007 to 2022","volume":"4","author":"KKS Garcia","year":"2024","journal-title":"PLOS Glob Public Health"}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1014843","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,10,6]],"date-time":"2026-10-06T17:32:39Z","timestamp":1791307959000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1014843"}},"subtitle":[],"editor":[{"given":"Benjamin M.","family":"Althouse","sequence":"first","affiliation":[{"name":"University of Washington","place":["UNITED STATES OF AMERICA"]}],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,10,6]]},"references-count":36,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2026,10,6]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1014843","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,10,6]]}}}