Spatiotemporal Analysis of the Malaria Epidemic in Mainland China, 2004-2014

被引:7
作者
Huang, Qiang [1 ,2 ]
Hu, Lin [1 ,2 ]
Liao, Qi-bin [1 ,2 ]
Xia, Jing [1 ,2 ]
Wang, Qian-ru [3 ]
Peng, Hong-Juan [1 ,2 ]
机构
[1] Southern Med Univ, Guangdong Prov Key Lab Trop Dis Res, Dept Pathogen Biol, 1023 South Shatai Rd, Guangzhou, Guangdong, Peoples R China
[2] Southern Med Univ, Key Lab Prevent & Control Emerging Infect Dis Gua, Sch Publ Hlth, 1023 South Shatai Rd, Guangzhou, Guangdong, Peoples R China
[3] Chengdu Univ Informat Technol, Dept Atmospher Sci, Coll Atmospher Sci, Chengdu, Sichuan, Peoples R China
基金
中国国家自然科学基金;
关键词
REPUBLIC-OF-CHINA; YUNNAN PROVINCE; PLASMODIUM-VIVAX; MYANMAR BORDER; ELIMINATION; STATISTICS; HETEROGENEITY; SURVEILLANCE; TRANSMISSION; SENSITIVITY;
D O I
10.4269/ajtmh.16-0711
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The purpose of this study is to characterize spatiotemporal heterogeneities in malaria distribution at a provincial level and investigate the association between malaria incidence and climate factors from 2004 to 2014 in China to inform current malaria control efforts. National malaria incidence peaked (4.6/100,000) in 2006 and decreased to a very low level (0.21/100,000) in 2014, and the proportion of imported cases increased from 16.2% in 2004 to 98.2% in 2014. Statistical analyses of global and local spatial autocorrelations and purely spatial scan statistics revealed that malaria was localized in Hainan, Anhui, and Yunnan during 2004-2009 and then gradually shifted and clustered in Yunnan after 2010. Purely temporal clusters shortened to less than 5 months during 2012-2014. The two most likely clusters detected using spatiotemporal analysis occurred in Anhui between July 2005 and November 2007 and Yunnan between January 2010 and June 2012. Correlation coefficients for the association between malaria incidence and climate factors sharply decreased after 2010, and there were zero-month lag effects for climate factors during 2010-2014. Overall, the spatiotemporal distribution of malaria in China changed from relatively scattered (2004-2009) to relatively clustered (2010-2014). As the proportion of imported cases increased, the effect of climate factors on malaria incidence has gradually become weaker since 2011. Therefore, new warning systems should be applied to monitor resurgence and outbreaks of malaria in mainland China, and quarantine at borders should be reinforced to control the increasingly trend of imported malaria cases.
引用
收藏
页码:504 / 513
页数:10
相关论文
共 41 条
  • [21] Long-Run Relative Importance of Temperature as the Main Driver to Malaria Transmission in Limpopo Province, South Africa: A Simple Econometric Approach
    Komen, Kibii
    Olwoch, Jane
    Rautenbach, Hannes
    Botai, Joel
    Adebayo, Adetunji
    [J]. ECOHEALTH, 2015, 12 (01) : 131 - 143
  • [22] Kulldorff M, 1999, STAT IND TECHNOL, P303
  • [23] A spatial scan statistic
    Kulldorff, M
    [J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1997, 26 (06) : 1481 - 1496
  • [24] Li Jin-hui, 2015, Zhongguo Xue Xi Chong Bing Fang Zhi Za Zhi, V27, P41
  • [25] In vivo monitoring of dihydroartemisinin-piperaquine sensitivity in Plasmodium falciparum along the China-Myanmar border of Yunnan Province, China from 2007 to 2013
    Liu, Hui
    Yang, Heng-lin
    Tang, Lin-hua
    Li, Xing-liang
    Huang, Fang
    Wang, Jia-zhi
    Li, Chun-fu
    Wang, Heng-ye
    Nie, Ren-hua
    Guo, Xiang-rui
    Lin, Ying-xue
    Li, Mei
    Wang, Jian
    Xu, Jian-wei
    [J]. MALARIA JOURNAL, 2015, 14
  • [26] Monitoring Plasmodium vivax chloroquine sensitivity along China-Myanmar border of Yunnan Province, China during 2008-2013
    Liu, Hui
    Yang, Heng-lin
    Tang, Lin-hua
    Li, Xing-liang
    Huang, Fang
    Wang, Jia-zhi
    Li, Chun-fu
    Wang, Heng-ye
    Nie, Ren-hua
    Guo, Xiang-rui
    Lin, Ying-xue
    Li, Mei
    Xu, Jian-Wei
    [J]. MALARIA JOURNAL, 2014, 13
  • [27] Malaria outbreaks in China (1990-2013): a systematic review
    Lu, Guangyu
    Zhou, Shuisen
    Horstick, Olaf
    Wang, Xu
    Liu, Yali
    Mueller, Olaf
    [J]. MALARIA JOURNAL, 2014, 13
  • [28] Mabaso Musawenkoi L H, 2006, Int J Health Geogr, V5, P20
  • [29] MORAN PAP, 1950, BIOMETRIKA, V37, P17, DOI 10.2307/2332142
  • [30] LOCAL SPATIAL AUTOCORRELATION STATISTICS - DISTRIBUTIONAL ISSUES AND AN APPLICATION
    ORD, JK
    GETIS, A
    [J]. GEOGRAPHICAL ANALYSIS, 1995, 27 (04) : 286 - 306