Is the Increased Transmissibility of SARS-CoV-2 Variants Driven by within or Outside-Host Processes?

被引:1
作者
Arav, Yehuda [1 ]
Fattal, Eyal [1 ]
Klausner, Ziv [1 ]
机构
[1] Israel Inst Biol Res, Dept Appl Math, POB 19, IL-7410001 Ness Ziona, Israel
关键词
transmissibility; mathematical modeling; household secondary attack rate; within-host process; outside-host process; deterministic-stochastic hybrid model; MOUTH-DISEASE VIRUS; TRANSFER EFFICIENCY; INFECTION; AEROSOL; RATES; CORONAVIRUS; PERSISTENCE; DROPLETS; INDOOR; ROUTES;
D O I
10.3390/math10193422
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Understanding the factors that increase the transmissibility of the recently emerging variants of SARS-CoV-2 can aid in mitigating the COVID-19 pandemic. Enhanced transmissibility could result from genetic variations that improve how the virus operates within the host or its environmental survival. Variants with enhanced within-host behavior are either more contagious (leading infected individuals to shed more virus copies) or more infective (requiring fewer virus copies to infect). Variants with improved outside-host processes exhibit higher stability on surfaces and in the air. While previous studies focus on a specific attribute, we investigated the contribution of both within-host and outside-host processes to the overall transmission between two individuals. We used a hybrid deterministic-continuous and stochastic-jump mathematical model. The model accounts for two distinct dynamic regimes: fast-discrete actions of the individuals and slow-continuous environmental virus degradation processes. This model produces a detailed description of the transmission mechanisms, in contrast to most-viral transmission models that deal with large populations and are thus compelled to provide an overly simplified description of person-to-person transmission. We based our analysis on the available data of the Alpha, Epsilon, Delta, and Omicron variants on the household secondary attack rate (hSAR). The increased hSAR associated with the recent SARS-CoV-2 variants can only be attributed to within-host processes. Specifically, the Delta variant is more contagious, while the Alpha, Epsilon, and Omicron variants are more infective. The model also predicts that genetic variations have a minimal effect on the serial interval distribution, the distribution of the period between the symptoms' onset in an infector-infectee pair.
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页数:17
相关论文
共 93 条
[1]   Serial interval in households infected with SARS-CoV-2 variant B.1.1.529 (Omicron) is even shorter compared to Delta [J].
an der Heiden, Matthias ;
Buchholz, Udo .
EPIDEMIOLOGY AND INFECTION, 2022, 150
[2]   Theoretical investigation of pre-symptomatic SARS-CoV-2 person-to-person transmission in households [J].
Arav, Yehuda ;
Klausner, Ziv ;
Fattal, Eyal .
SCIENTIFIC REPORTS, 2021, 11 (01)
[3]   Quantifying the routes of transmission for pandemic influenza [J].
Atkinson, Michael P. ;
Wein, Lawrence M. .
BULLETIN OF MATHEMATICAL BIOLOGY, 2008, 70 (03) :820-867
[4]   Shorter serial intervals in SARS-CoV-2 cases with Omicron BA.1 variant compared with Delta variant, the Netherlands, 13 to 26 December 2021 [J].
Backer, Jantlen A. ;
Eggink, Dirk ;
Andeweg, Stijn P. ;
Veldhuizen, Irene K. ;
van Maarseveen, Noortje ;
Vermaas, Klaas ;
Vlaemynck, Boris ;
Schepers, Raf ;
van den Hof, Susan ;
Reusken, Chantal B. E. M. ;
Wallinga, Jacco .
EUROSURVEILLANCE, 2022, 27 (06)
[5]  
Balkan BA, 2023, medRxiv, DOI [10.1101/2021.04.12.21255349, 10.1101/2021.04.12.21255349, DOI 10.1101/2021.04.12.21255349]
[6]   Modeling of Human Viruses on Hands and Risk of Infection in an Office Workplace Using Micro-Activity Data [J].
Beamer, Paloma I. ;
Plotkin, Kevin R. ;
Gerba, Charles P. ;
Sifuentes, Laura Y. ;
Koenig, David W. ;
Reynolds, Kelly A. .
JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HYGIENE, 2015, 12 (04) :266-275
[7]   Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study [J].
Bi, Qifang ;
Wu, Yongsheng ;
Mei, Shujiang ;
Ye, Chenfei ;
Zou, Xuan ;
Zhang, Zhen ;
Liu, Xiaojian ;
Wei, Lan ;
Truelove, Shaun A. ;
Zhang, Tong ;
Gao, Wei ;
Cheng, Cong ;
Tang, Xiujuan ;
Wu, Xiaoliang ;
Wu, Yu ;
Sun, Binbin ;
Huang, Suli ;
Sun, Yu ;
Zhang, Juncen ;
Ma, Ting ;
Lessler, Justin ;
Feng, Tiejian .
LANCET INFECTIOUS DISEASES, 2020, 20 (08) :911-919
[8]   Characterising pandemic severity and transmissibility from data collected during first few hundred studies [J].
Black, Andrew J. ;
Geard, Nicholas ;
McCaw, James M. ;
McVernon, Jodie ;
Ross, Joshua V. .
EPIDEMICS, 2017, 19 :61-73
[9]   Coinfections with SARS-CoV-2 and other respiratory viruses in Southeastern France: A matter of sampling time [J].
Boschi, Celine ;
Hoang, Van Thuan ;
Giraud-Gatineau, Audrey ;
Ninove, Laetitia ;
Lagier, Jean-Christophe ;
La Scola, Bernard ;
Gautret, Philippe ;
Raoult, Didier ;
Colson, Philippe .
JOURNAL OF MEDICAL VIROLOGY, 2021, 93 (04) :1878-1881
[10]   INHALABILITY OF LARGE PARTICLES INTO THE HUMAN NASAL PASSAGE - INVIVO STUDIES IN STILL AIR [J].
BREYSSE, PN ;
SWIFT, DL .
AEROSOL SCIENCE AND TECHNOLOGY, 1990, 13 (04) :459-464