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Geospatial characteristics of measles transmission in China during 2005−2014
Measles is a highly contagious and severe disease. Despite mass vaccination, it remains a leading cause of death in children in developing regions, killing 114,900 globally in 2014. In 2006, China committed to eliminating measles by 2012; to this end, the country enhanced its mandatory vaccination p...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395235/ https://www.ncbi.nlm.nih.gov/pubmed/28376097 http://dx.doi.org/10.1371/journal.pcbi.1005474 |
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author | Yang, Wan Wen, Liang Li, Shen-Long Chen, Kai Zhang, Wen-Yi Shaman, Jeffrey |
author_facet | Yang, Wan Wen, Liang Li, Shen-Long Chen, Kai Zhang, Wen-Yi Shaman, Jeffrey |
author_sort | Yang, Wan |
collection | PubMed |
description | Measles is a highly contagious and severe disease. Despite mass vaccination, it remains a leading cause of death in children in developing regions, killing 114,900 globally in 2014. In 2006, China committed to eliminating measles by 2012; to this end, the country enhanced its mandatory vaccination programs and achieved vaccination rates reported above 95% by 2008. However, in spite of these efforts, during the last 3 years (2013–2015) China documented 27,695, 52,656, and 42,874 confirmed measles cases. How measles manages to spread in China—the world’s largest population—in the mass vaccination era remains poorly understood. To address this conundrum and provide insights for future public health efforts, we analyze the geospatial pattern of measles transmission across China during 2005–2014. We map measles incidence and incidence rates for each of the 344 cities in mainland China, identify the key socioeconomic and demographic features associated with high disease burden, and identify transmission clusters based on the synchrony of outbreak cycles. Using hierarchical cluster analysis, we identify 21 epidemic clusters, of which 12 were cross-regional. The cross-regional clusters included more underdeveloped cities with large numbers of emigrants than would be expected by chance (p = 0.011; bootstrap sampling), indicating that cities in these clusters were likely linked by internal worker migration in response to uneven economic development. In contrast, cities in regional clusters were more likely to have high rates of minorities and high natural growth rates than would be expected by chance (p = 0.074; bootstrap sampling). Our findings suggest that multiple highly connected foci of measles transmission coexist in China and that migrant workers likely facilitate the transmission of measles across regions. This complex connection renders eradication of measles challenging in China despite its high overall vaccination coverage. Future immunization programs should therefore target these transmission foci simultaneously. |
format | Online Article Text |
id | pubmed-5395235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53952352017-05-15 Geospatial characteristics of measles transmission in China during 2005−2014 Yang, Wan Wen, Liang Li, Shen-Long Chen, Kai Zhang, Wen-Yi Shaman, Jeffrey PLoS Comput Biol Research Article Measles is a highly contagious and severe disease. Despite mass vaccination, it remains a leading cause of death in children in developing regions, killing 114,900 globally in 2014. In 2006, China committed to eliminating measles by 2012; to this end, the country enhanced its mandatory vaccination programs and achieved vaccination rates reported above 95% by 2008. However, in spite of these efforts, during the last 3 years (2013–2015) China documented 27,695, 52,656, and 42,874 confirmed measles cases. How measles manages to spread in China—the world’s largest population—in the mass vaccination era remains poorly understood. To address this conundrum and provide insights for future public health efforts, we analyze the geospatial pattern of measles transmission across China during 2005–2014. We map measles incidence and incidence rates for each of the 344 cities in mainland China, identify the key socioeconomic and demographic features associated with high disease burden, and identify transmission clusters based on the synchrony of outbreak cycles. Using hierarchical cluster analysis, we identify 21 epidemic clusters, of which 12 were cross-regional. The cross-regional clusters included more underdeveloped cities with large numbers of emigrants than would be expected by chance (p = 0.011; bootstrap sampling), indicating that cities in these clusters were likely linked by internal worker migration in response to uneven economic development. In contrast, cities in regional clusters were more likely to have high rates of minorities and high natural growth rates than would be expected by chance (p = 0.074; bootstrap sampling). Our findings suggest that multiple highly connected foci of measles transmission coexist in China and that migrant workers likely facilitate the transmission of measles across regions. This complex connection renders eradication of measles challenging in China despite its high overall vaccination coverage. Future immunization programs should therefore target these transmission foci simultaneously. Public Library of Science 2017-04-04 /pmc/articles/PMC5395235/ /pubmed/28376097 http://dx.doi.org/10.1371/journal.pcbi.1005474 Text en © 2017 Yang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yang, Wan Wen, Liang Li, Shen-Long Chen, Kai Zhang, Wen-Yi Shaman, Jeffrey Geospatial characteristics of measles transmission in China during 2005−2014 |
title | Geospatial characteristics of measles transmission in China during 2005−2014 |
title_full | Geospatial characteristics of measles transmission in China during 2005−2014 |
title_fullStr | Geospatial characteristics of measles transmission in China during 2005−2014 |
title_full_unstemmed | Geospatial characteristics of measles transmission in China during 2005−2014 |
title_short | Geospatial characteristics of measles transmission in China during 2005−2014 |
title_sort | geospatial characteristics of measles transmission in china during 2005−2014 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5395235/ https://www.ncbi.nlm.nih.gov/pubmed/28376097 http://dx.doi.org/10.1371/journal.pcbi.1005474 |
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