Risk assessment of malaria transmission at the border area of China and Myanmar

BackgroundIn order to achieve the goal of malaria elimination, the Chinese government launched the National Malaria Elimination Programme in 2010. However, as a result of increasing cross-border population movements, the risk of imported malaria cases still exists at the border areas of China, resulting in a potential threat of local transmission. The focus of this paper is to assess the Plasmodium vivax incidences in Tengchong, Yunnan Province, at the border areas of China and Myanmar.MethodsTime series of P. vivax incidences in Tengchong from 2006 to 2010 are collected from the web-based China Information System for Disease Control and Prevention, which are further separated into time series of imported and local cases. First, the seasonal and trend decomposition are performed on time series of imported cases using Loess method. Then, the impact of climatic factors on the local transmission of P. vivax is assessed using both linear regression models (LRM) and generalized additive models (GAM). Specifically, the notion of vectorial capacity (VCAP) is used to estimate the transmission potential of P. vivax at different locations, which is calculated based on temperature and rainfall collected from China Meteorological Administration.ResultsComparing with Ruili County, the seasonal pattern of imported cases in Tengchong is different: Tengchong has only one peak, while Ruili has two peaks during each year. This may be due to the different cross-border behaviors of peoples in two locations. The vectorial capacity together with the imported cases and the average humidity, can well explain the local incidences of P. vivax through both LRM and GAM methods. Moreover, the maximum daily temperature is verified to be more suitable to calculate VCAP than the minimal and average temperature in Tengchong County.ConclusionTo achieve malaria elimination in China, the assessment results in this paper will provide further guidance in active surveillance and control of malaria at the border areas of China and Myanmar.

[1]  David L. Smith,et al.  Malaria resurgence: a systematic review and assessment of its causes , 2012, Malaria Journal.

[2]  Christelle Vancutsem,et al.  A Vectorial Capacity Product to Monitor Changing Malaria Transmission Potential in Epidemic Regions of Africa , 2012, Journal of tropical medicine.

[3]  Jun Cao,et al.  Shrinking the malaria map in China: measuring the progress of the National Malaria Elimination Programme , 2016, Infectious Diseases of Poverty.

[4]  J. Sachs,et al.  The economic and social burden of malaria , 2002, Nature.

[5]  L. Bruce-Chwatt Malaria and its control: present situation and future prospects. , 1987, Annual review of public health.

[6]  Hui Liu,et al.  The relationship of malaria between Chinese side and Myanmar’s five special regions along China–Myanmar border: a linear regression analysis , 2016, Malaria Journal.

[7]  Uriel Kitron,et al.  The Role of Human Movement in the Transmission of Vector-Borne Pathogens , 2009, PLoS neglected tropical diseases.

[8]  David L. Smith,et al.  Quantifying the Impact of Human Mobility on Malaria , 2012, Science.

[9]  P. Eckhoff A malaria transmission-directed model of mosquito life cycle and ecology , 2011, Malaria Journal.

[10]  Rajendra Maharaj,et al.  Seven years of regional malaria control collaboration--Mozambique, South Africa, and Swaziland. , 2007, The American journal of tropical medicine and hygiene.

[11]  K. Paaijmans,et al.  Influence of climate on malaria transmission depends on daily temperature variation , 2010, Proceedings of the National Academy of Sciences.

[12]  Z. Xia,et al.  [Malaria situation in the People's Republic of China in 2013]. , 2014, Zhongguo ji sheng chong xue yu ji sheng chong bing za zhi = Chinese journal of parasitology & parasitic diseases.

[13]  Shui-sen Zhou,et al.  Feasibility and roadmap analysis for malaria elimination in China. , 2014, Advances in parasitology.

[14]  Andrew J Tatem,et al.  International population movements and regional Plasmodium falciparum malaria elimination strategies , 2010, Proceedings of the National Academy of Sciences.

[15]  G. Macdonald,et al.  Theory of the eradication of malaria. , 1956, Bulletin of the World Health Organization.

[16]  V. Kuete,et al.  Control of malaria and other vector-borne protozoan diseases in the tropics: enduring challenges despite considerable progress and achievements , 2014, Infectious Diseases of Poverty.

[17]  Kinley Wangdi,et al.  Cross-border malaria: a major obstacle for malaria elimination. , 2015, Advances in parasitology.

[18]  P. Martens,et al.  Malaria on the move: human population movement and malaria transmission. , 2000, Emerging infectious diseases.

[19]  David L. Smith,et al.  Modelling the global constraints of temperature on transmission of Plasmodium falciparum and P. vivax , 2011, Parasites & Vectors.

[20]  Qian Long,et al.  Implementing a “free” tuberculosis (TB) care policy under the integrated model in Jiangsu, China: practices and costs in the real world , 2016, Infectious Diseases of Poverty.

[21]  Assessment of malaria control consultation and service posts in Yunnan, P. R. China , 2016, Infectious Diseases of Poverty.

[22]  Caroline O Buckee,et al.  Human movement data for malaria control and elimination strategic planning , 2012, Malaria Journal.

[23]  Yong Li,et al.  Malaria control along China-Myanmar Border during 2007–2013: an integrated impact evaluation , 2016, Infectious Diseases of Poverty.

[24]  David L. Smith,et al.  A Long Neglected World Malaria Map: Plasmodium vivax Endemicity in 2010 , 2012, PLoS neglected tropical diseases.

[25]  Andrew J Tatem,et al.  Integrating rapid risk mapping and mobile phone call record data for strategic malaria elimination planning , 2014, Malaria Journal.

[26]  David L. Smith,et al.  Travel risk, malaria importation and malaria transmission in Zanzibar , 2011, Scientific reports.

[27]  Xiao-Nong Zhou,et al.  Historical patterns of malaria transmission in China. , 2014, Advances in parasitology.

[28]  Jiming Liu,et al.  Inferring Plasmodium vivax Transmission Networks from Tempo-Spatial Surveillance Data , 2014, PLoS neglected tropical diseases.

[29]  Ru-bo Wang,et al.  Malaria baseline survey in four special regions of northern Myanmar near China: a cross-sectional study , 2014, Malaria Journal.

[30]  S. Sinha,et al.  Mathematical models of malaria - a review , 2011, Malaria Journal.

[31]  S. Tong,et al.  Poverty and malaria in the Yunnan province, China , 2014, Infectious Diseases of Poverty.

[32]  Shui-sen Zhou,et al.  [Malaria situation in the People's Republic of China in 2011]. , 2012, Zhongguo ji sheng chong xue yu ji sheng chong bing za zhi = Chinese journal of parasitology & parasitic diseases.

[33]  Qiang Fang,et al.  Malaria in the Greater Mekong Subregion: heterogeneity and complexity. , 2012, Acta tropica.

[34]  D. Schellenberg,et al.  A Research Agenda for Malaria Eradication: Health Systems and Operational Research , 2011, PLoS medicine.

[35]  David L. Smith,et al.  The demographics of human and malaria movement and migration patterns in East Africa , 2013, Malaria Journal.

[36]  S. Moore,et al.  Plant-based insect repellents: a review of their efficacy, development and testing , 2011, Malaria Journal.

[37]  Xiao-Nong Zhou,et al.  Mining geographic variations of Plasmodium vivax for active surveillance: a case study in China , 2015, Malaria Journal.