{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,10]],"date-time":"2026-08-10T12:52:18Z","timestamp":1786366338872,"version":"build-2736575974"},"reference-count":54,"publisher":"Microbiology Society","issue":"2","license":[{"start":{"date-parts":[[2022,2,23]],"date-time":"2022-02-23T00:00:00Z","timestamp":1645574400000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,2,23]]},"abstract":"<jats:p>The transmission dynamics of <jats:italic>\n                     <jats:named-content content-type=\"species\">\n                        <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/doi.org\/10.1601\/nm.5677\" xlink:type=\"simple\">Streptococcus pneumoniae<\/jats:ext-link>\n                     <\/jats:named-content>\n                  <\/jats:italic> in sub-Saharan Africa are poorly understood due to a lack of adequate epidemiological and genomic data. Here we leverage a longitudinal cohort from 21 neighbouring villages in rural Africa to study how closely related strains of <jats:italic>\n                     <jats:named-content content-type=\"species\">\n                        <jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" ext-link-type=\"uri\" xlink:href=\"http:\/\/doi.org\/10.1601\/nm.5677\" xlink:type=\"simple\">S. pneumoniae<\/jats:ext-link>\n                     <\/jats:named-content>\n                  <\/jats:italic> are shared among infants. We analysed 1074 pneumococcal genomes isolated from 102 infants from 21 villages. Strains were designated for unique serotype and sequence-type combinations, and we arbitrarily defined strain sharing where the pairwise genetic distance between strains could be accounted for by the mean within host intra-strain diversity. We used non-parametric statistical tests to assess the role of spatial distance and prolonged carriage on strain sharing using a logistic regression model. We recorded 458 carriage episodes including 318 (69.4\u200a%) where the carried strain was shared with at least one other infant. The odds of strain sharing varied significantly across villages (\u03c7<jats:sup>2<\/jats:sup>=47.5, df=21, <jats:italic>P<\/jats:italic>-value &lt;0.001). Infants in close proximity to each other were more likely to be involved in strain sharing, but we also show a considerable amount of strain sharing across longer distances. Close geographic proximity (&lt;5\u2009km) between shared strains was associated with a significantly lower pairwise SNP distance compared to strains shared over longer distances (<jats:italic>P<\/jats:italic>-value &lt;0.005). Sustained carriage of a shared strain among the infants was significantly more likely to occur if they resided in villages within a 5\u2009km radius of each other (<jats:italic>P<\/jats:italic>-value &lt;0.005, OR 3.7). Conversely, where both infants were transiently colonized by the shared strain, they were more likely to reside in villages separated by over 15\u2009km (<jats:italic>P<\/jats:italic>-value &lt;0.05, OR 1.5). PCV7 serotypes were rare (13.5\u200a%) and were significantly less likely to be shared (<jats:italic>P<\/jats:italic>-value &lt;0.001, OR \u22121.07). Strain sharing was more likely to occur over short geographical distances, especially where accompanied by sustained colonization. Our results show that strain sharing is a useful proxy for studying transmission dynamics in an under-sampled population with limited genomic data. This article contains data hosted by Microreact.<\/jats:p>","DOI":"10.1099\/mgen.0.000732","type":"journal-article","created":{"date-parts":[[2022,2,4]],"date-time":"2022-02-04T14:17:26Z","timestamp":1643984246000},"source":"Crossref","is-referenced-by-count":4,"title":["Widespread sharing of pneumococcal strains in a rural African setting: proximate villages are more likely to share similar strains that are carried at multiple timepoints"],"prefix":"10.1099","volume":"8","author":[{"given":"Madikay","family":"Senghore","sequence":"first","affiliation":[{"name":"Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, 677 Huntington Ave, Boston, MA 02115, USA"},{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2108-1757","authenticated-orcid":false,"given":"Chrispin","family":"Chaguza","sequence":"additional","affiliation":[{"name":"Darwin College, University of Cambridge, Silver Street, Cambridge, UK"},{"name":"Department of Clinical Infection, Microbiology and Immunology, Institute of Infection and Global Health, University of Liverpool, Liverpool, UK"},{"name":"Infection Genomics, Wellcome Sanger Institute, Hinxton, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7560-3015","authenticated-orcid":false,"given":"Ebrima","family":"Bojang","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peggy-Estelle","family":"Tientcheu","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rowan E.","family":"Bancroft","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2182-0222","authenticated-orcid":false,"given":"Stephanie W.","family":"Lo","sequence":"additional","affiliation":[{"name":"Infection Genomics, Wellcome Sanger Institute, Hinxton, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7993-3051","authenticated-orcid":false,"given":"Rebecca A.","family":"Gladstone","sequence":"additional","affiliation":[{"name":"Infection Genomics, Wellcome Sanger Institute, Hinxton, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8214-921X","authenticated-orcid":false,"given":"Lesley","family":"McGee","sequence":"additional","affiliation":[{"name":"Respiratory Diseases Branch, Centers for Disease Control and Prevention, Atlanta, GA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Archibald","family":"Worwui","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6620-9403","authenticated-orcid":false,"given":"Ebenezer","family":"Foster-Nyarko","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fatima","family":"Ceesay","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Catherine Bi","family":"Okoi","sequence":"additional","affiliation":[{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Keith P.","family":"Klugman","sequence":"additional","affiliation":[{"name":"Rollins School Public Health, Emory University, Atlanta, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert F.","family":"Breiman","sequence":"additional","affiliation":[{"name":"Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA 30322, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stephen D.","family":"Bentley","sequence":"additional","affiliation":[{"name":"Infection Genomics, Wellcome Sanger Institute, Hinxton, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2423-1853","authenticated-orcid":false,"given":"Richard","family":"Adegbola","sequence":"additional","affiliation":[{"name":"Immunisation and Global Health Consulting, RAMBICON, Lagos, Nigeria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Antonio","sequence":"additional","affiliation":[{"name":"Microbiology and Infection Unit, Warwick Medical School, University of Warwick, Coventry, UK"},{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6319-7336","authenticated-orcid":false,"given":"William P.","family":"Hanage","sequence":"additional","affiliation":[{"name":"Center for Communicable Disease Dynamics, Department of Epidemiology, Harvard TH Chan School of Public Health, 677 Huntington Ave, Boston, MA 02115, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1202-8540","authenticated-orcid":false,"given":"Brenda A.","family":"Kwambana-Adams","sequence":"additional","affiliation":[{"name":"NIHR Global Health Research Unit on Mucosal Pathogens, Division of Infection and Immunity, University College London, London, UK"},{"name":"WHO Regional Reference Laboratory (RRL), West Africa Strategy and Partnership, Medical Research Council Unit the Gambia at the London School of Hygiene and Tropical Medicine, Atlantic Road, Fajara, The Gambia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"345","reference":[{"key":"R1","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(04)00938-7"},{"key":"R2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0085001"},{"key":"R3","doi-asserted-by":"publisher","DOI":"10.1097\/00006454-199610000-00007"},{"key":"R4","doi-asserted-by":"publisher","DOI":"10.1086\/652443"},{"key":"R5","doi-asserted-by":"publisher","DOI":"10.1016\/0966-842x(94)90537-1"},{"key":"R6","first-page":"1423","article-title":"VIRULENCE","volume":"48","author":"Bull","year":"1994","journal-title":"Evolution John Wiley & Sons, Ltd"},{"key":"R7","doi-asserted-by":"publisher","DOI":"10.1098\/rspb.2011.0913"},{"key":"R8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006117"},{"key":"R9","doi-asserted-by":"publisher","DOI":"10.1093\/molbev\/msw275"},{"key":"R10","doi-asserted-by":"publisher","DOI":"10.1093\/molbev\/msy242"},{"key":"R11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1003549"},{"key":"R12","doi-asserted-by":"publisher","DOI":"10.1097\/COH.0000000000000536"},{"key":"R13","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.53245"},{"key":"R14","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.46402"},{"key":"R15","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1006930"},{"key":"R16","doi-asserted-by":"publisher","DOI":"10.1186\/2049-9957-3-21"},{"key":"R17","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(18)30093-8"},{"key":"R18","doi-asserted-by":"publisher","DOI":"10.1038\/ng.2625"},{"key":"R19","doi-asserted-by":"publisher","DOI":"10.1186\/s13073-016-0274-3"},{"key":"R20","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-08717-0"},{"key":"R21","doi-asserted-by":"publisher","DOI":"10.1186\/s12916-019-1450-2"},{"key":"R22","doi-asserted-by":"publisher","DOI":"10.1186\/s12879-016-1914-3"},{"key":"R23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ebiom.2019.04.021"},{"key":"R24","doi-asserted-by":"publisher","DOI":"10.21105\/joss.00118"},{"key":"R25","doi-asserted-by":"publisher","DOI":"10.1101\/gr.241455.118"},{"key":"R26","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu153"},{"key":"R27","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv421"},{"key":"R28","doi-asserted-by":"publisher","DOI":"10.1099\/mgen.0.000056"},{"key":"R29","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gku1196"},{"key":"R30","doi-asserted-by":"publisher","DOI":"10.1099\/mgen.0.000093"},{"key":"R31","doi-asserted-by":"publisher","DOI":"10.1093\/molbev\/msp259"},{"key":"R32","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2334-11-175"},{"key":"R33","doi-asserted-by":"publisher","DOI":"10.1016\/j.jaci.2016.04.062"},{"key":"R34","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-54059-4"},{"key":"R35","doi-asserted-by":"publisher","DOI":"10.1038\/srep11344"},{"key":"R36","doi-asserted-by":"publisher","DOI":"10.1086\/528688"},{"key":"R37","doi-asserted-by":"publisher","DOI":"10.1017\/S095026881700125X"},{"key":"R38","doi-asserted-by":"publisher","DOI":"10.1093\/cid\/cis371"},{"key":"R39","doi-asserted-by":"publisher","DOI":"10.1111\/biom.12040"},{"key":"R40","doi-asserted-by":"publisher","DOI":"10.1186\/s12879-015-0980-2"},{"key":"R41","doi-asserted-by":"publisher","DOI":"10.1086\/322794"},{"key":"R42","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0011638"},{"key":"R43","doi-asserted-by":"publisher","DOI":"10.1128\/JCM.02103-20"},{"key":"R44","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(16)00054-2"},{"key":"R45","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(19)30721-4"},{"key":"R46","doi-asserted-by":"publisher","DOI":"10.3201\/eid0503.990304"},{"key":"R47","doi-asserted-by":"publisher","DOI":"10.1093\/cid\/ciy726"},{"key":"R48","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(21)00077-7"},{"key":"R49","doi-asserted-by":"publisher","DOI":"10.1093\/infdis\/jiw273"},{"key":"R50","doi-asserted-by":"publisher","DOI":"10.1086\/431151"},{"key":"R51","doi-asserted-by":"publisher","DOI":"10.1016\/j.tim.2012.04.005"},{"key":"R52","doi-asserted-by":"publisher","DOI":"10.1128\/IAI.73.1.431-435.2005"},{"key":"R53","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-019-0340-7"},{"key":"R54","doi-asserted-by":"publisher","DOI":"10.1093\/infdis\/jit481"}],"container-title":["Microbial Genomics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.microbiologyresearch.org\/content\/journal\/mgen\/10.1099\/mgen.0.000732?crawler=true&mimetype=application\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T22:25:51Z","timestamp":1702592751000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.microbiologyresearch.org\/content\/journal\/mgen\/10.1099\/mgen.0.000732"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,23]]},"references-count":54,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2022,2,23]]}},"URL":"https:\/\/doi.org\/10.1099\/mgen.0.000732","relation":{},"ISSN":["2057-5858"],"issn-type":[{"value":"2057-5858","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,23]]}}}