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Time-varying transmission dynamics of Novel Coronavirus Pneumonia in China

Tao Liu, Jianxiong Hu, Jianpeng Xiao, Guanhao He, Min Kang, Zuhua Rong, Lifeng Lin, Haojie Zhong, Qiong Huang, Aiping Deng, Weilin Zeng, Xiaohua Tan, Siqing Zeng, Zhihua Zhu, Jiansen Li, Dexin Gong, Donghua Wan, Shaowei Chen, Lingchuan Guo, Yan Li, Limei Sun, Wenjia Liang, Tie Song, Jianfeng He, Wenjun Ma
doi: https://doi.org/10.1101/2020.01.25.919787
Tao Liu
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Jianxiong Hu
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Jianpeng Xiao
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Guanhao He
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Min Kang
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Zuhua Rong
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Lifeng Lin
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Haojie Zhong
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Qiong Huang
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Aiping Deng
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Weilin Zeng
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Xiaohua Tan
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Siqing Zeng
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Zhihua Zhu
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Jiansen Li
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Dexin Gong
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Donghua Wan
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Shaowei Chen
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Lingchuan Guo
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Yan Li
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Limei Sun
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Wenjia Liang
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Tie Song
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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Jianfeng He
2Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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  • For correspondence: 1460035443@qq.com mawj@gdiph.org.cn
Wenjun Ma
1Guangdong Provincial Institute of Public Health, Guangdong Provincial Center for Disease Control and Prevention, Guangzhou, China
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  • For correspondence: 1460035443@qq.com mawj@gdiph.org.cn
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ABSTRACT

Rationale Several studies have estimated basic production number of novel coronavirus pneumonia (NCP). However, the time-varying transmission dynamics of NCP during the outbreak remain unclear.

Objectives We aimed to estimate the basic and time-varying transmission dynamics of NCP across China, and compared them with SARS.

Methods Data on NCP cases by February 7, 2020 were collected from epidemiological investigations or official websites. Data on severe acute respiratory syndrome (SARS) cases in Guangdong Province, Beijing and Hong Kong during 2002-2003 were also obtained. We estimated the doubling time, basic reproduction number (R0) and time-varying reproduction number (Rt) of NCP and SARS.

Measurements and main results As of February 7, 2020, 34,598 NCP cases were identified in China, and daily confirmed cases decreased after February 4. The doubling time of NCP nationwide was 2.4 days which was shorter than that of SARS in Guangdong (14.3 days), Hong Kong (5.7 days) and Beijing (12.4 days). The R0 of NCP cases nationwide and in Wuhan were 4.5 and 4.4 respectively, which were higher than R0 of SARS in Guangdong (R0=2.3), Hongkong (R0=2.3), and Beijing (R0=2.6). The Rt for NCP continuously decreased especially after January 16 nationwide and in Wuhan. The R0 for secondary NCP cases in Guangdong was 0.6, and the Rt values were less than 1 during the epidemic.

Conclusions NCP may have a higher transmissibility than SARS, and the efforts of containing the outbreak are effective. However, the efforts are needed to persist in for reducing time-varying reproduction number below one.

Scientific Knowledge on the Subject Since December 29, 2019, pneumonia infection with 2019-nCoV, now named as Novel Coronavirus Pneumonia (NCP), occurred in Wuhan, Hubei Province, China. The disease has rapidly spread from Wuhan to other areas. As a novel virus, the time-varying transmission dynamics of NCP remain unclear, and it is also important to compare it with SARS.

What This Study Adds to the Field We compared the transmission dynamics of NCP with SARS, and found that NCP has a higher transmissibility than SARS. Time-varying production number indicates that rigorous control measures taken by governments are effective across China, and persistent efforts are needed to be taken for reducing instantaneous reproduction number below one.

Footnotes

  • ↵* Joint first author

  • Support: National Key Research and Development Program of China (2018YFA0606200, 2018YFA0606202), the Science and Technology Program of Guangdong Province (2018B020207006, 2019B020208005, 2019B111103001), Guangzhou Science and technology Plan Project (201804010383).

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted February 13, 2020.
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Time-varying transmission dynamics of Novel Coronavirus Pneumonia in China
Tao Liu, Jianxiong Hu, Jianpeng Xiao, Guanhao He, Min Kang, Zuhua Rong, Lifeng Lin, Haojie Zhong, Qiong Huang, Aiping Deng, Weilin Zeng, Xiaohua Tan, Siqing Zeng, Zhihua Zhu, Jiansen Li, Dexin Gong, Donghua Wan, Shaowei Chen, Lingchuan Guo, Yan Li, Limei Sun, Wenjia Liang, Tie Song, Jianfeng He, Wenjun Ma
bioRxiv 2020.01.25.919787; doi: https://doi.org/10.1101/2020.01.25.919787
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Time-varying transmission dynamics of Novel Coronavirus Pneumonia in China
Tao Liu, Jianxiong Hu, Jianpeng Xiao, Guanhao He, Min Kang, Zuhua Rong, Lifeng Lin, Haojie Zhong, Qiong Huang, Aiping Deng, Weilin Zeng, Xiaohua Tan, Siqing Zeng, Zhihua Zhu, Jiansen Li, Dexin Gong, Donghua Wan, Shaowei Chen, Lingchuan Guo, Yan Li, Limei Sun, Wenjia Liang, Tie Song, Jianfeng He, Wenjun Ma
bioRxiv 2020.01.25.919787; doi: https://doi.org/10.1101/2020.01.25.919787

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