{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T17:25:09Z","timestamp":1769016309325,"version":"3.49.0"},"reference-count":39,"publisher":"Wiley","issue":"10","license":[{"start":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T00:00:00Z","timestamp":1729036800000},"content-version":"vor","delay-in-days":15,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["42201497"],"award-info":[{"award-number":["42201497"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100010269","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["220211"],"award-info":[{"award-number":["220211"]}],"id":[{"id":"10.13039\/100010269","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2023YFC2605603"],"award-info":[{"award-number":["2023YFC2605603"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["enviromicro-journals.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Environmental Microbiology"],"published-print":{"date-parts":[[2024,10]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    The impact of\n                    <jats:italic>Borrelia miyamotoi<\/jats:italic>\n                    on human health, facilitated by the expanding geographical distribution and increasing population of\n                    <jats:italic>Ixodes<\/jats:italic>\n                    ticks, remains obscure in the context of global climate change. We employed multiple models to evaluate the effect of global climate change on the risk of\n                    <jats:italic>B. miyamotoi<\/jats:italic>\n                    worldwide across various scenarios. The habitat suitability index of four primary vector tick species for\n                    <jats:italic>B. miyamotoi<\/jats:italic>\n                    , including\n                    <jats:italic>Ixodes persulcatus<\/jats:italic>\n                    ,\n                    <jats:italic>Ixodes ricinus, Ixodes pacificus<\/jats:italic>\n                    and\n                    <jats:italic>Ixodes scapularis<\/jats:italic>\n                    , was projected using a boosted regression tree model, considering multiple shared socio\u2010economic pathway scenarios over various time periods. The modelling analysis reveals that, apart from\n                    <jats:italic>I. scapularis<\/jats:italic>\n                    , future global warming will result in a northward shift in the other three vector tick species and a gradual reduction in suitable habitats. Random forest models indicate consistent changes in\n                    <jats:italic>B. miyamotoi<\/jats:italic>\n                    and its primary tick species, with potential risk areas shrinking and shifting northward, particularly in the eastern USA, northeastern and northern Europe and northeast Asia. These findings highlight the urgent need for enhanced active surveillance of\n                    <jats:italic>B. miyamotoi<\/jats:italic>\n                    infection in primary vector tick species across projected potential risk areas. The effect of climate change on\n                    <jats:italic>B. miyamotoi<\/jats:italic>\n                    distribution might have significant implications for public health decision\u2010making regarding tick\u2010borne pathogens.\n                  <\/jats:p>","DOI":"10.1111\/1462-2920.70000","type":"journal-article","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T18:50:21Z","timestamp":1729104621000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Global risk dynamics of\n                    <i>Borrelia miyamotoi<\/i>\n                    in the context of climate change"],"prefix":"10.1111","volume":"26","author":[{"given":"Tian","family":"Tang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong\u2010Han","family":"Ge","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tian","family":"Ma","sequence":"additional","affiliation":[{"name":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences  Beijing China"},{"name":"College of Resources and Environment, University of Chinese Academy of Sciences  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Meng\u2010meng","family":"Hao","sequence":"additional","affiliation":[{"name":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences  Beijing China"},{"name":"College of Resources and Environment, University of Chinese Academy of Sciences  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Chen","sequence":"additional","affiliation":[{"name":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences  Beijing China"},{"name":"College of Resources and Environment, University of Chinese Academy of Sciences  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen\u2010Long","family":"Lv","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yun\u2010Bo","family":"Qiu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yan\u2010He","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yao","family":"Tian","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jin\u2010Jin","family":"Chen","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuai","family":"Yuan","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qian","family":"Wang","sequence":"additional","affiliation":[{"name":"Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine University of Oxford  Oxford UK"},{"name":"Mahidol\u2010Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine Mahidol University  Bangkok Thailand"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dong","family":"Jiang","sequence":"additional","affiliation":[{"name":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences  Beijing China"},{"name":"College of Resources and Environment, University of Chinese Academy of Sciences  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fang\u2010Yu","family":"Ding","sequence":"additional","affiliation":[{"name":"Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences  Beijing China"},{"name":"College of Resources and Environment, University of Chinese Academy of Sciences  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4981-1483","authenticated-orcid":false,"given":"Li\u2010Qun","family":"Fang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity Academy of Military Medical Science  Beijing China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2024,10,16]]},"reference":[{"key":"e_1_2_10_2_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0189092"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1080\/22221751.2022.2065930"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.3390\/pathogens12020267"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00436-022-07556-x"},{"key":"e_1_2_10_6_1","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.16969"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.1093\/jme\/tjv199"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1574-6968.1995.tb07947.x"},{"key":"e_1_2_10_9_1","volume-title":"Global 1\u2010km downscaled population base year and projection grids based on the shared socioeconomic pathways, revision 01","author":"Gao J.","year":"2020"},{"key":"e_1_2_10_10_1","unstructured":"GBIF.org. (2020)GBIF occurrence download.https:\/\/doi.org\/10.15468\/dl.3qtnfr"},{"key":"e_1_2_10_11_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-ento-052720-094533"},{"key":"e_1_2_10_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ttbdis.2016.05.006"},{"key":"e_1_2_10_13_1","unstructured":"Greenwell B. Boehmke B. Cunningham J.&Developers G.(2022)gbm: generalized boosted regression models. R package version 2.1.8.1.https:\/\/CRAN.R-project.org\/package=gbm"},{"key":"e_1_2_10_14_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa1209039"},{"key":"e_1_2_10_15_1","unstructured":"Hijmans R.J.(2022)terra: Spatial Data Analysis. R package version 1.5\u201034.https:\/\/CRAN.R-project.org\/package=terra"},{"key":"e_1_2_10_16_1","unstructured":"Hijmans R.J. Phillips S. Leathwick J.&Elith J.(2023)dismo: species distribution modeling. R package version 1.3\u201014.https:\/\/CRAN.R-project.org\/package=dismo"},{"key":"e_1_2_10_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2666-5247(22)00157-4"},{"key":"e_1_2_10_18_1","doi-asserted-by":"publisher","DOI":"10.1029\/2021EF002628"},{"key":"e_1_2_10_19_1","doi-asserted-by":"publisher","DOI":"10.1186\/1756-3305-4-84"},{"key":"e_1_2_10_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmi.2015.02.006"},{"key":"e_1_2_10_21_1","doi-asserted-by":"publisher","DOI":"10.1111\/trf.12879"},{"key":"e_1_2_10_22_1","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMc1215469"},{"key":"e_1_2_10_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/microorganisms9010154"},{"key":"e_1_2_10_24_1","unstructured":"Kuhn M.(2022)caret: classification and regression training. R package version 6.0\u201093.https:\/\/CRAN.R-project.org\/package=caret"},{"key":"e_1_2_10_25_1","doi-asserted-by":"publisher","DOI":"10.1289\/EHP4615"},{"key":"e_1_2_10_26_1","doi-asserted-by":"publisher","DOI":"10.1057\/9780230509993"},{"key":"e_1_2_10_27_1","doi-asserted-by":"publisher","DOI":"10.1111\/gcb.15269"},{"key":"e_1_2_10_28_1","doi-asserted-by":"publisher","DOI":"10.1128\/CMR.00083-18"},{"issue":"8","key":"e_1_2_10_29_1","article-title":"GISS\u2010E2.1: configurations and climatology","volume":"12","author":"Maxwell K.","year":"2022","journal-title":"Journal of Advances in Modeling Earth Systems"},{"key":"e_1_2_10_30_1","doi-asserted-by":"publisher","DOI":"10.1289\/EHP57"},{"key":"e_1_2_10_31_1","doi-asserted-by":"publisher","DOI":"10.1186\/1756-3305-6-1"},{"key":"e_1_2_10_32_1","doi-asserted-by":"publisher","DOI":"10.1093\/cid\/ciaa1561"},{"key":"e_1_2_10_33_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12862-021-01838-1"},{"key":"e_1_2_10_34_1","doi-asserted-by":"publisher","DOI":"10.3201\/eid1710.101474"},{"key":"e_1_2_10_35_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1913007117"},{"key":"e_1_2_10_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2666-5247(23)00396-8"},{"key":"e_1_2_10_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pt.2015.03.008"},{"key":"e_1_2_10_38_1","doi-asserted-by":"publisher","DOI":"10.3390\/microorganisms8071065"},{"key":"e_1_2_10_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpara.2021.01.004"},{"key":"e_1_2_10_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/S2589-7500(22)00212-6"}],"container-title":["Environmental Microbiology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/sfamjournals.onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/1462-2920.70000","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T02:05:35Z","timestamp":1761876335000},"score":1,"resource":{"primary":{"URL":"https:\/\/sfamjournals.onlinelibrary.wiley.com\/doi\/10.1111\/1462-2920.70000"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":39,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2024,10]]}},"alternative-id":["10.1111\/1462-2920.70000"],"URL":"https:\/\/doi.org\/10.1111\/1462-2920.70000","archive":["Portico"],"relation":{},"ISSN":["1462-2912","1462-2920"],"issn-type":[{"value":"1462-2912","type":"print"},{"value":"1462-2920","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]},"assertion":[{"value":"2024-05-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-01","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2024-10-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e70000"}}