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Investigation of geographic relationship between farmer's market with live birds and human infections with avian influenza A(H7N9)virus based on internet data analysis
[Source: US National Library of Medicine, full page: (LINK). Abstract, edited).]
Zhonghua Liu Xing Bing Xue Za Zhi. 2014 Mar;35(3):266-70.
[Investigation of geographic relationship between farmer's market with live birds and human infections with avian influenza A(H7N9)virus based on internet data analysis].
[Article in Chinese]
Yu W<SUP>1</SUP>, Du P<SUP>2</SUP>, Chen C<SUP>2</SUP>, Lu S<SUP>2</SUP>, Kan B<SUP>2</SUP>, Du X<SUP>3</SUP>, Xu J<SUP>4</SUP>.
Author information: <SUP>1</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; College of Software Engineering, Beijing University of Aeronautics & Astronautics. <SUP>2</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China. <SUP>3</SUP>College of Software Engineering, Beijing University of Aeronautics & Astronautics. <SUP>4</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China. Email: xujianguo@icdc.cn.
Abstract
OBJECTIVE:
Farmer's markets with live birds (FMLB) are key sites where human infections by influenza A virus subtype H7N9 happened. Approximately 80% cases have exposed to FMLB. This study is to investigate the geographic relationship between FMLB and human cases based on analysis of internet data of their geographic locations.
METHODS:
Using big data from internet, we searched all FMLB in the cities where the human cases have been reported, then analyzed geographic relations, and evaluated the possibility of visits of the patients to the FMLB around them. The densities of FMLB, population and live poultries were also analyzed.
RESULTS:
Forty-two cities and 10 615 markets were included in the study. It is indicated that the number of human cases has positive correlations with the population density, the number and density of markets. Except three markets in Foshan, human cases have been reported within 5 km of 10 of 13 markets, which shows that the live bird trading is highly relevant with the distribution of cases. We identified 13 hot spots in the cities including Hangzhou, Shenzhen, et al, where clustered cases have emerged.
CONCLUSION:
The numbers of human cases are significantly high in cities where FMLB are detected positive for H7N9 virus. These virus positive markets usually affect the people's residence within 5km area. The number and location of FMLB in cities should be re-evaluated and re-planed for healthy city where the risk of residents infecting avian influenza virus is greatly reduced or eliminated.
PMID: 24831624 [PubMed - in process]
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Zhonghua Liu Xing Bing Xue Za Zhi. 2014 Mar;35(3):266-70.
[Investigation of geographic relationship between farmer's market with live birds and human infections with avian influenza A(H7N9)virus based on internet data analysis].
[Article in Chinese]
Yu W<SUP>1</SUP>, Du P<SUP>2</SUP>, Chen C<SUP>2</SUP>, Lu S<SUP>2</SUP>, Kan B<SUP>2</SUP>, Du X<SUP>3</SUP>, Xu J<SUP>4</SUP>.
Author information: <SUP>1</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China; College of Software Engineering, Beijing University of Aeronautics & Astronautics. <SUP>2</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China. <SUP>3</SUP>College of Software Engineering, Beijing University of Aeronautics & Astronautics. <SUP>4</SUP>State Key Laboratory for Infectious Diseases Prevention and Control, National Institute for Communicable Disease Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing 102206, China. Email: xujianguo@icdc.cn.
Abstract
OBJECTIVE:
Farmer's markets with live birds (FMLB) are key sites where human infections by influenza A virus subtype H7N9 happened. Approximately 80% cases have exposed to FMLB. This study is to investigate the geographic relationship between FMLB and human cases based on analysis of internet data of their geographic locations.
METHODS:
Using big data from internet, we searched all FMLB in the cities where the human cases have been reported, then analyzed geographic relations, and evaluated the possibility of visits of the patients to the FMLB around them. The densities of FMLB, population and live poultries were also analyzed.
RESULTS:
Forty-two cities and 10 615 markets were included in the study. It is indicated that the number of human cases has positive correlations with the population density, the number and density of markets. Except three markets in Foshan, human cases have been reported within 5 km of 10 of 13 markets, which shows that the live bird trading is highly relevant with the distribution of cases. We identified 13 hot spots in the cities including Hangzhou, Shenzhen, et al, where clustered cases have emerged.
CONCLUSION:
The numbers of human cases are significantly high in cities where FMLB are detected positive for H7N9 virus. These virus positive markets usually affect the people's residence within 5km area. The number and location of FMLB in cities should be re-evaluated and re-planed for healthy city where the risk of residents infecting avian influenza virus is greatly reduced or eliminated.
PMID: 24831624 [PubMed - in process]
-
------