Risk mapping of scrub typhus infections in Qingdao city, China.

Background The emergence and re-emergence of scrub typhus has been reported in the past decade in many global regions. In this study, we aim to identify potential scrub typhus infection risk zones with high spatial resolution in Qingdao city, in which scrub typhus is endemic, to guide local preventi...

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Published in:PLOS Neglected Tropical Diseases
Main Authors: Hualei Xin, Peng Fu, Junling Sun, Shengjie Lai, Wenbiao Hu, Archie C A Clements, Jianping Sun, Jing Cui, Simon I Hay, Xiaojing Li, Zhongjie Li
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2020
Subjects:
Online Access:https://doi.org/10.1371/journal.pntd.0008757
https://doaj.org/article/ea41b419034140a8a3cd2d01f7f91ac7
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spelling ftdoajarticles:oai:doaj.org/article:ea41b419034140a8a3cd2d01f7f91ac7 2023-05-15T15:14:05+02:00 Risk mapping of scrub typhus infections in Qingdao city, China. Hualei Xin Peng Fu Junling Sun Shengjie Lai Wenbiao Hu Archie C A Clements Jianping Sun Jing Cui Simon I Hay Xiaojing Li Zhongjie Li 2020-12-01T00:00:00Z https://doi.org/10.1371/journal.pntd.0008757 https://doaj.org/article/ea41b419034140a8a3cd2d01f7f91ac7 EN eng Public Library of Science (PLoS) https://doi.org/10.1371/journal.pntd.0008757 https://doaj.org/toc/1935-2727 https://doaj.org/toc/1935-2735 1935-2727 1935-2735 doi:10.1371/journal.pntd.0008757 https://doaj.org/article/ea41b419034140a8a3cd2d01f7f91ac7 PLoS Neglected Tropical Diseases, Vol 14, Iss 12, p e0008757 (2020) Arctic medicine. Tropical medicine RC955-962 Public aspects of medicine RA1-1270 article 2020 ftdoajarticles https://doi.org/10.1371/journal.pntd.0008757 2022-12-31T11:49:06Z Background The emergence and re-emergence of scrub typhus has been reported in the past decade in many global regions. In this study, we aim to identify potential scrub typhus infection risk zones with high spatial resolution in Qingdao city, in which scrub typhus is endemic, to guide local prevention and control strategies. Methodology/principal findings Scrub typhus cases in Qingdao city during 2006-2018 were retrieved from the Chinese National Infectious Diseases Reporting System. We divided Qingdao city into 1,101 gridded squares and classified them into two categories: areas with and without recorded scrub typhus cases. A boosted regression tree model was used to explore environmental and socioeconomic covariates associated with scrub typhus occurrence and predict the risk of scrub typhus infection across the whole area of Qingdao city. A total of 989 scrub typhus cases were reported in Qingdao from 2006-2018, with most cases located in rural and suburban areas. The predicted risk map generated by the boosted regression tree models indicated that the highest infection risk areas were mainly concentrated in the mid-east and northeast regions of Qingdao, with gross domestic product (20.9%±1.8% standard error) and annual cumulative precipitation (20.3%±1.1%) contributing the most to the variation in the models. By using a threshold environmental suitability value of 0.26, we identified 757 squares (68.7% of the total) with a favourable environment for scrub typhus infection; 66.2% (501/757) of the squares had not yet recorded cases. It is estimated that 6.32 million people (72.5% of the total population) reside in areas with a high risk of scrub typhus infection. Conclusions/significance Many locations in Qingdao city with no recorded scrub typhus cases were identified as being at risk for scrub typhus occurrence. In these at-risk areas, awareness and capacity for case diagnosis and treatment should be enhanced in the local medical service institutes. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic PLOS Neglected Tropical Diseases 14 12 e0008757
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
spellingShingle Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
Hualei Xin
Peng Fu
Junling Sun
Shengjie Lai
Wenbiao Hu
Archie C A Clements
Jianping Sun
Jing Cui
Simon I Hay
Xiaojing Li
Zhongjie Li
Risk mapping of scrub typhus infections in Qingdao city, China.
topic_facet Arctic medicine. Tropical medicine
RC955-962
Public aspects of medicine
RA1-1270
description Background The emergence and re-emergence of scrub typhus has been reported in the past decade in many global regions. In this study, we aim to identify potential scrub typhus infection risk zones with high spatial resolution in Qingdao city, in which scrub typhus is endemic, to guide local prevention and control strategies. Methodology/principal findings Scrub typhus cases in Qingdao city during 2006-2018 were retrieved from the Chinese National Infectious Diseases Reporting System. We divided Qingdao city into 1,101 gridded squares and classified them into two categories: areas with and without recorded scrub typhus cases. A boosted regression tree model was used to explore environmental and socioeconomic covariates associated with scrub typhus occurrence and predict the risk of scrub typhus infection across the whole area of Qingdao city. A total of 989 scrub typhus cases were reported in Qingdao from 2006-2018, with most cases located in rural and suburban areas. The predicted risk map generated by the boosted regression tree models indicated that the highest infection risk areas were mainly concentrated in the mid-east and northeast regions of Qingdao, with gross domestic product (20.9%±1.8% standard error) and annual cumulative precipitation (20.3%±1.1%) contributing the most to the variation in the models. By using a threshold environmental suitability value of 0.26, we identified 757 squares (68.7% of the total) with a favourable environment for scrub typhus infection; 66.2% (501/757) of the squares had not yet recorded cases. It is estimated that 6.32 million people (72.5% of the total population) reside in areas with a high risk of scrub typhus infection. Conclusions/significance Many locations in Qingdao city with no recorded scrub typhus cases were identified as being at risk for scrub typhus occurrence. In these at-risk areas, awareness and capacity for case diagnosis and treatment should be enhanced in the local medical service institutes.
format Article in Journal/Newspaper
author Hualei Xin
Peng Fu
Junling Sun
Shengjie Lai
Wenbiao Hu
Archie C A Clements
Jianping Sun
Jing Cui
Simon I Hay
Xiaojing Li
Zhongjie Li
author_facet Hualei Xin
Peng Fu
Junling Sun
Shengjie Lai
Wenbiao Hu
Archie C A Clements
Jianping Sun
Jing Cui
Simon I Hay
Xiaojing Li
Zhongjie Li
author_sort Hualei Xin
title Risk mapping of scrub typhus infections in Qingdao city, China.
title_short Risk mapping of scrub typhus infections in Qingdao city, China.
title_full Risk mapping of scrub typhus infections in Qingdao city, China.
title_fullStr Risk mapping of scrub typhus infections in Qingdao city, China.
title_full_unstemmed Risk mapping of scrub typhus infections in Qingdao city, China.
title_sort risk mapping of scrub typhus infections in qingdao city, china.
publisher Public Library of Science (PLoS)
publishDate 2020
url https://doi.org/10.1371/journal.pntd.0008757
https://doaj.org/article/ea41b419034140a8a3cd2d01f7f91ac7
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source PLoS Neglected Tropical Diseases, Vol 14, Iss 12, p e0008757 (2020)
op_relation https://doi.org/10.1371/journal.pntd.0008757
https://doaj.org/toc/1935-2727
https://doaj.org/toc/1935-2735
1935-2727
1935-2735
doi:10.1371/journal.pntd.0008757
https://doaj.org/article/ea41b419034140a8a3cd2d01f7f91ac7
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container_title PLOS Neglected Tropical Diseases
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