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Estimating COVID-19 cases infected with the variant alpha (VOC 202012/01): an analysis of screening data in Tokyo, January-March 2021
- Source :
- Theoretical Biology and Medical Modelling, Vol 18, Iss 1, Pp 1-5 (2021), Theoretical Biology & Medical Modelling
- Publication Year :
- 2021
- Publisher :
- BMC, 2021.
-
Abstract
- Background In Japan, a part of confirmed patients’ samples have been screened for the variant of concern (VOC), including the variant alpha with N501Y mutation. The present study aimed to estimate the actual number of cases with variant alpha and reconstruct the epidemiological dynamics. Methods The number of cases with variant alpha out of all PCR confirmed cases was estimated, employing a hypergeometric distribution. An exponential growth model was fitted to the growth data of variant alpha cases over fourteen weeks in Tokyo. Results The weekly incidence with variant alpha from 18–24 January 2021 was estimated at 4.2 (95% confidence interval (CI): 0.7, 44.0) cases. The expected incidence in early May ranged from 420–1120 cases per week, and the reproduction number of variant alpha was on the order of 1.5 even under the restriction of contact from January-March, 2021, Tokyo. Conclusions The variant alpha was predicted to swiftly dominate COVID-19 cases in Tokyo, and this has actually occurred by May 2021. Devising the proposed method, any country or location can interpret the virological sampling data.
- Subjects :
- 0301 basic medicine
Pediatrics
medicine.medical_specialty
2019-20 coronavirus outbreak
Coronavirus disease 2019 (COVID-19)
QH301-705.5
Growth data
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
030231 tropical medicine
Computer applications to medicine. Medical informatics
R858-859.7
Alpha (ethology)
Health Informatics
Statistical estimation
Epidemiological model
Biology
03 medical and health sciences
0302 clinical medicine
Mathematical model
Japan
medicine
Humans
Biology (General)
Tokyo
SARS-CoV-2
Transmissibility
Research
Incidence (epidemiology)
COVID-19
Confidence interval
Coronavirus
030104 developmental biology
Modeling and Simulation
Mutation
Subjects
Details
- Language :
- English
- ISSN :
- 17424682
- Volume :
- 18
- Database :
- OpenAIRE
- Journal :
- Theoretical Biology and Medical Modelling
- Accession number :
- edsair.doi.dedup.....07753c7b8467dde2223220660d159eb6