High Infection Fatality Rate Among Elderly and Risk Factors Associated With Infection Fatality Rate and Asymptomatic Infections of COVID-19 Cases in Hong Kong

被引:8
作者
Tao, Jun [1 ]
Zhang, Xiaoyu [1 ]
Musa, Salihu S. [2 ]
Yang, Lin [3 ]
He, Daihai [2 ]
机构
[1] Univ Hong Kong, Sch Publ Hlth, Li Ka Shing Fac Med, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Appl Math, Hong Kong, Peoples R China
[3] Hong Kong Polytech Univ, Sch Nursing, Hong Kong, Peoples R China
关键词
asymptomatic COVID-19 cases; Hong Kong; boosted regression tree; elderly; infection fatality rate;
D O I
10.3389/fmed.2021.678347
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Since the emergence in December 2019, the COVID-19 pandemic has become one of the greatest global public health threats in history. However, asymptomatic infections have increased the challenges of providing accurate estimates for the infection fatality rate (IFR) of COVID-19. Methods: We calculated the asymptomatic case ratios based on the reported COVID-19 cases in Hong Kong where intensive testing has been conducted in close contacts and high-risk populations. We estimated the IFR using both symptomatic and asymptomatic cases as denominator. The boosted regression tree (BRT) and multivariable logistic regression models were used to identify relative contribution and effect size of the risk factors associated with the asymptomatic cases and IFRs. Results: The ratio of the asymptomatic patients in Hong Kong was higher than many other regions over the world. Imported cases had a higher asymptomatic proportion than local cases. Older age and male were associated with a higher IFR than younger age and females. Conclusion: Policymakers should consider the potential risk factors for the asymptomatic infections and IFRs by the Hong Kong surveillance data to mitigate the diseases and reduce the case mortality of COVID-19.
引用
收藏
页数:8
相关论文
共 20 条
  • [11] Asymptomatic transmission of covid-19
    Pollock, Allyson M.
    Lancaster, James
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2020, 371
  • [12] Asymptomatic SARS-CoV-2 Infections Among Persons Entering China From April 16 to October 12, 2020
    Ren, Ruiqi
    Zhang, Yanping
    Li, Qun
    McGoogan, Jennifer M.
    Feng, Zijian
    Gao, George F.
    Wu, Zunyou
    [J]. JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2021, 325 (05): : 489 - 492
  • [13] COVID-19 in People With Diabetes: Urgently Needed Lessons From Early Reports
    Riddle, Matthew C.
    Buse, John B.
    Franks, Paul W.
    Knowler, William C.
    Ratner, Robert E.
    Selvin, Elizabeth
    Wexler, Deborah J.
    Kahn, Steven E.
    [J]. DIABETES CARE, 2020, 43 (07) : 1378 - 1381
  • [14] Unraveling the flaws of estimates of the infection fatality rate for COVID-19
    Shen, Chen
    VanGennep, Derrick
    Siegenfeld, Alexander F.
    Bar-Yam, Yaneer
    [J]. JOURNAL OF TRAVEL MEDICINE, 2021, 28 (02)
  • [15] The time serial distribution and influencing factors of asymptomatic COVID-19 cases in Hong Kong
    Tao, Jun
    Zhang, Xiaoyu
    Zhang, Xingyue
    Zhao, Shi
    Yang, Lin
    He, Daihai
    Li, Huaichen
    [J]. ONE HEALTH, 2020, 10
  • [16] Vermund SH., 2020, CLIN INFECT DIS, DOI [10.1093/cid/ciaa855, DOI 10.1093/CID/CIAA855]
  • [17] Estimates of the rate of infection and asymptomatic COVID-19 disease in a population sample from SE England
    Wells, Philippa M.
    Doores, Katie J.
    Couvreur, Simon
    Nunez, Rocio Martinez
    Seow, Jeffrey
    Graham, Carl
    Acors, Sam
    Kouphou, Neophytos
    Neil, Stuart J. D.
    Tedder, Richard S.
    Matos, Pedro M.
    Poulton, Kate
    Lista, Maria Jose
    Dickenson, Ruth E.
    Sertkaya, Helin
    Maguire, Thomas J. A.
    Scourfield, Edward J.
    Bowyer, Ruth C. E.
    Hart, Deborah
    O'Byrne, Aoife
    Steel, Kathryn J. A.
    Hemmings, Oliver
    Rosadas, Carolina
    McClure, Myra O.
    Capedevilla-pujol, Joan
    Wolf, Jonathan
    Ourselin, Sebastien
    Brown, Matthew A.
    Malim, Michael H.
    Spector, Tim
    Steves, Claire J.
    [J]. JOURNAL OF INFECTION, 2020, 81 (06) : 931 - 936
  • [18] Can we contain the COVID-19 outbreak with the same measures as for SARS?
    Wilder-Smith, Annelies
    Chiew, Calvin J.
    Lee, Vernon J.
    [J]. LANCET INFECTIOUS DISEASES, 2020, 20 (05) : E102 - E107
  • [19] High proportion of asymptomatic and presymptomatic COVID-19 infections in air passengers to Brunei
    Wong, Justin
    Aziz, Anita B. Z. Abdul
    Chaw, Liling
    Mahamud, Abdirahman
    Griffith, Matthew M.
    Lo, Ying-Ru
    Naing, Lin
    [J]. JOURNAL OF TRAVEL MEDICINE, 2020, 27 (05)
  • [20] Xiao C., 2020, RATE ASYMPTOMATIC CO