Literature DB >> 35484231

Daily longitudinal sampling of SARS-CoV-2 infection reveals substantial heterogeneity in infectiousness.

Ruian Ke1, Pamela P Martinez2,3,4, Rebecca L Smith4,5,6, Laura L Gibson7, Agha Mirza8, Madison Conte8, Nicholas Gallagher9, Chun Huai Luo9, Junko Jarrett9, Ruifeng Zhou10, Abigail Conte10, Tongyu Liu2, Mireille Farjo2, Kimberly K O Walden11, Gloria Rendon11, Christopher J Fields11, Leyi Wang12, Richard Fredrickson12, Darci C Edmonson4, Melinda E Baughman4, Karen K Chiu4, Hannah Choi4, Kevin R Scardina4, Shannon Bradley4, Stacy L Gloss4, Crystal Reinhart4, Jagadeesh Yedetore4, Jessica Quicksall4, Alyssa N Owens13, John Broach14,15, Bruce Barton16,17, Peter Lazar16, William J Heetderks18, Matthew L Robinson8, Heba H Mostafa9, Yukari C Manabe8,10, Andrew Pekosz10, David D McManus19, Christopher B Brooke20,21.   

Abstract

The dynamics of SARS-CoV-2 replication and shedding in humans remain poorly understood. We captured the dynamics of infectious virus and viral RNA shedding during acute infection through daily longitudinal sampling of 60 individuals for up to 14 days. By fitting mechanistic models, we directly estimated viral expansion and clearance rates and overall infectiousness for each individual. Significant person-to-person variation in infectious virus shedding suggests that individual-level heterogeneity in viral dynamics contributes to 'superspreading'. Viral genome loads often peaked days earlier in saliva than in nasal swabs, indicating strong tissue compartmentalization and suggesting that saliva may serve as a superior sampling site for early detection of infection. Viral loads and clearance kinetics of Alpha (B.1.1.7) and previously circulating non-variant-of-concern viruses were mostly indistinguishable, indicating that the enhanced transmissibility of this variant cannot be explained simply by higher viral loads or delayed clearance. These results provide a high-resolution portrait of SARS-CoV-2 infection dynamics and implicate individual-level heterogeneity in infectiousness in superspreading.
© 2022. The Author(s), under exclusive licence to Springer Nature Limited.

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Year:  2022        PMID: 35484231      PMCID: PMC9084242          DOI: 10.1038/s41564-022-01105-z

Source DB:  PubMed          Journal:  Nat Microbiol        ISSN: 2058-5276            Impact factor:   30.964


  47 in total

1.  Clinical and immunological assessment of asymptomatic SARS-CoV-2 infections.

Authors:  Quan-Xin Long; Xiao-Jun Tang; Qiu-Lin Shi; Qin Li; Hai-Jun Deng; Jun Yuan; Jie-Li Hu; Wei Xu; Yong Zhang; Fa-Jin Lv; Kun Su; Fan Zhang; Jiang Gong; Bo Wu; Xia-Mao Liu; Jin-Jing Li; Jing-Fu Qiu; Juan Chen; Ai-Long Huang
Journal:  Nat Med       Date:  2020-06-18       Impact factor: 53.440

2.  Temporal dynamics in viral shedding and transmissibility of COVID-19.

Authors:  Xi He; Eric H Y Lau; Peng Wu; Xilong Deng; Jian Wang; Xinxin Hao; Yiu Chung Lau; Jessica Y Wong; Yujuan Guan; Xinghua Tan; Xiaoneng Mo; Yanqing Chen; Baolin Liao; Weilie Chen; Fengyu Hu; Qing Zhang; Mingqiu Zhong; Yanrong Wu; Lingzhai Zhao; Fuchun Zhang; Benjamin J Cowling; Fang Li; Gabriel M Leung
Journal:  Nat Med       Date:  2020-04-15       Impact factor: 53.440

3.  Clustering and superspreading potential of SARS-CoV-2 infections in Hong Kong.

Authors:  Dillon C Adam; Peng Wu; Jessica Y Wong; Eric H Y Lau; Tim K Tsang; Simon Cauchemez; Gabriel M Leung; Benjamin J Cowling
Journal:  Nat Med       Date:  2020-09-17       Impact factor: 53.440

4.  Modeling SARS-CoV-2 viral kinetics and association with mortality in hospitalized patients from the French COVID cohort.

Authors:  Nadège Néant; Guillaume Lingas; Quentin Le Hingrat; Jade Ghosn; Ilka Engelmann; Quentin Lepiller; Alexandre Gaymard; Virginie Ferré; Cédric Hartard; Jean-Christophe Plantier; Vincent Thibault; Julien Marlet; Brigitte Montes; Kevin Bouiller; François-Xavier Lescure; Jean-François Timsit; Emmanuel Faure; Julien Poissy; Christian Chidiac; François Raffi; Antoine Kimmoun; Manuel Etienne; Jean-Christophe Richard; Pierre Tattevin; Denis Garot; Vincent Le Moing; Delphine Bachelet; Coralie Tardivon; Xavier Duval; Yazdan Yazdanpanah; France Mentré; Cédric Laouénan; Benoit Visseaux; Jérémie Guedj
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-23       Impact factor: 11.205

5.  Superspreading and the effect of individual variation on disease emergence.

Authors:  J O Lloyd-Smith; S J Schreiber; P E Kopp; W M Getz
Journal:  Nature       Date:  2005-11-17       Impact factor: 49.962

6.  Epidemiology and transmission of COVID-19 in 391 cases and 1286 of their close contacts in Shenzhen, China: a retrospective cohort study.

Authors:  Qifang Bi; Yongsheng Wu; Shujiang Mei; Chenfei Ye; Xuan Zou; Zhen Zhang; Xiaojian Liu; Lan Wei; Shaun A Truelove; Tong Zhang; Wei Gao; Cong Cheng; Xiujuan Tang; Xiaoliang Wu; Yu Wu; Binbin Sun; Suli Huang; Yu Sun; Juncen Zhang; Ting Ma; Justin Lessler; Tiejian Feng
Journal:  Lancet Infect Dis       Date:  2020-04-27       Impact factor: 25.071

7.  Transmission heterogeneities, kinetics, and controllability of SARS-CoV-2.

Authors:  Wei Wang; Lidong Gao; Cécile Viboud; Hongjie Yu; Kaiyuan Sun; Yan Wang; Kaiwei Luo; Lingshuang Ren; Zhifei Zhan; Xinghui Chen; Shanlu Zhao; Yiwei Huang; Qianlai Sun; Ziyan Liu; Maria Litvinova; Alessandro Vespignani; Marco Ajelli
Journal:  Science       Date:  2020-11-24       Impact factor: 47.728

8.  Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV-2).

Authors:  Ruiyun Li; Sen Pei; Bin Chen; Yimeng Song; Tao Zhang; Wan Yang; Jeffrey Shaman
Journal:  Science       Date:  2020-03-16       Impact factor: 47.728

9.  SARS-CoV-2 Transmission and Infection Among Attendees of an Overnight Camp - Georgia, June 2020.

Authors:  Christine M Szablewski; Karen T Chang; Marie M Brown; Victoria T Chu; Anna R Yousaf; Ndubuisi Anyalechi; Peter A Aryee; Hannah L Kirking; Maranda Lumsden; Erin Mayweather; Clinton J McDaniel; Robert Montierth; Asfia Mohammed; Noah G Schwartz; Jaina A Shah; Jacqueline E Tate; Emilio Dirlikov; Cherie Drenzek; Tatiana M Lanzieri; Rebekah J Stewart
Journal:  MMWR Morb Mortal Wkly Rep       Date:  2020-08-07       Impact factor: 17.586

10.  Test sensitivity is secondary to frequency and turnaround time for COVID-19 screening.

Authors:  Daniel B Larremore; Bryan Wilder; Evan Lester; Soraya Shehata; James M Burke; James A Hay; Milind Tambe; Michael J Mina; Roy Parker
Journal:  Sci Adv       Date:  2021-01-01       Impact factor: 14.136

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  13 in total

1.  Modeling explains prolonged SARS-CoV-2 nasal shedding relative to lung shedding in remdesivir-treated rhesus macaques.

Authors:  Ashish Goyal; Elizabeth R Duke; E Fabian Cardozo-Ojeda; Joshua T Schiffer
Journal:  iScience       Date:  2022-05-25

2.  Mitigation of SARS-CoV-2 transmission at a large public university.

Authors:  Diana Rose E Ranoa; Robin L Holland; Fadi G Alnaji; Kelsie J Green; Leyi Wang; Richard L Fredrickson; Tong Wang; George N Wong; Johnny Uelmen; Sergei Maslov; Zachary J Weiner; Alexei V Tkachenko; Hantao Zhang; Zhiru Liu; Ahmed Ibrahim; Sanjay J Patel; John M Paul; Nickolas P Vance; Joseph G Gulick; Sandeep Puthanveetil Satheesan; Isaac J Galvan; Andrew Miller; Joseph Grohens; Todd J Nelson; Mary P Stevens; P Mark Hennessy; Robert C Parker; Edward Santos; Charles Brackett; Julie D Steinman; Melvin R Fenner; Kirstin Dohrer; Michael DeLorenzo; Laura Wilhelm-Barr; Brian R Brauer; Catherine Best-Popescu; Gary Durack; Nathan Wetter; David M Kranz; Jessica Breitbarth; Charlie Simpson; Julie A Pryde; Robin N Kaler; Chris Harris; Allison C Vance; Jodi L Silotto; Mark Johnson; Enrique Andres Valera; Patricia K Anton; Lowa Mwilambwe; Stephen P Bryan; Deborah S Stone; Danita B Young; Wanda E Ward; John Lantz; John A Vozenilek; Rashid Bashir; Jeffrey S Moore; Mayank Garg; Julian C Cooper; Gillian Snyder; Michelle H Lore; Dustin L Yocum; Neal J Cohen; Jan E Novakofski; Melanie J Loots; Randy L Ballard; Mark Band; Kayla M Banks; Joseph D Barnes; Iuliana Bentea; Jessica Black; Jeremy Busch; Abigail Conte; Madison Conte; Michael Curry; Jennifer Eardley; April Edwards; Therese Eggett; Judes Fleurimont; Delaney Foster; Bruce W Fouke; Nicholas Gallagher; Nicole Gastala; Scott A Genung; Declan Glueck; Brittani Gray; Andrew Greta; Robert M Healy; Ashley Hetrick; Arianna A Holterman; Nahed Ismail; Ian Jasenof; Patrick Kelly; Aaron Kielbasa; Teresa Kiesel; Lorenzo M Kindle; Rhonda L Lipking; Yukari C Manabe; Jade Mayes; Reubin McGuffin; Kenton G McHenry; Agha Mirza; Jada Moseley; Heba H Mostafa; Melody Mumford; Kathleen Munoz; Arika D Murray; Moira Nolan; Nil A Parikh; Andrew Pekosz; Janna Pflugmacher; Janise M Phillips; Collin Pitts; Mark C Potter; James Quisenberry; Janelle Rear; Matthew L Robinson; Edith Rosillo; Leslie N Rye; MaryEllen Sherwood; Anna Simon; Jamie M Singson; Carly Skadden; Tina H Skelton; Charlie Smith; Mary Stech; Ryan Thomas; Matthew A Tomaszewski; Erika A Tyburski; Scott Vanwingerden; Evette Vlach; Ronald S Watkins; Karriem Watson; Karen C White; Timothy L Killeen; Robert J Jones; Andreas C Cangellaris; Susan A Martinis; Awais Vaid; Christopher B Brooke; Joseph T Walsh; Ahmed Elbanna; William C Sullivan; Rebecca L Smith; Nigel Goldenfeld; Timothy M Fan; Paul J Hergenrother; Martin D Burke
Journal:  Nat Commun       Date:  2022-06-09       Impact factor: 17.694

3.  A population framework for predicting the proportion of people infected by the far-field airborne transmission of SARS-CoV-2 indoors.

Authors:  Christopher Iddon; Benjamin Jones; Patrick Sharpe; Muge Cevik; Shaun Fitzgerald
Journal:  Build Environ       Date:  2022-06-18       Impact factor: 7.093

Review 4.  Mechanistic Models of COVID-19: Insights into Disease Progression, Vaccines, and Therapeutics.

Authors:  Rajat Desikan; Pranesh Padmanabhan; Andrzej M Kierzek; Piet H van der Graaf
Journal:  Int J Antimicrob Agents       Date:  2022-05-16       Impact factor: 15.441

5.  Longitudinal Analysis of SARS-CoV-2 Vaccine Breakthrough Infections Reveals Limited Infectious Virus Shedding and Restricted Tissue Distribution.

Authors:  Ruian Ke; Pamela P Martinez; Rebecca L Smith; Laura L Gibson; Chad J Achenbach; Sally McFall; Chao Qi; Joshua Jacob; Etienne Dembele; Camille Bundy; Lacy M Simons; Egon A Ozer; Judd F Hultquist; Ramon Lorenzo-Redondo; Anita K Opdycke; Claudia Hawkins; Robert L Murphy; Agha Mirza; Madison Conte; Nicholas Gallagher; Chun Huai Luo; Junko Jarrett; Abigail Conte; Ruifeng Zhou; Mireille Farjo; Gloria Rendon; Christopher J Fields; Leyi Wang; Richard Fredrickson; Melinda E Baughman; Karen K Chiu; Hannah Choi; Kevin R Scardina; Alyssa N Owens; John Broach; Bruce Barton; Peter Lazar; Matthew L Robinson; Heba H Mostafa; Yukari C Manabe; Andrew Pekosz; David D McManus; Christopher B Brooke
Journal:  Open Forum Infect Dis       Date:  2022-04-13       Impact factor: 4.423

6.  Multi-species outbreak of SARS-CoV-2 Delta variant in a zoological institution, with the detection in two new families of carnivores.

Authors:  Matthew C Allender; Michael J Adkesson; Jennifer N Langan; Katie W Delk; Thomas Meehan; Copper Aitken-Palmer; Michael M McEntire; Mary L Killian; Mia Torchetti; Shirley A Morales; Connie Austin; Richard Fredrickson; Colleen Olmstead; Ruian Ke; Rebecca Smith; Eric T Hostnik; Karen Terio; Leyi Wang
Journal:  Transbound Emerg Dis       Date:  2022-07-26       Impact factor: 4.521

7.  Onset and window of SARS-CoV-2 infectiousness and temporal correlation with symptom onset: a prospective, longitudinal, community cohort study.

Authors:  Seran Hakki; Jie Zhou; Jakob Jonnerby; Anika Singanayagam; Jack L Barnett; Kieran J Madon; Aleksandra Koycheva; Christine Kelly; Hamish Houston; Sean Nevin; Joe Fenn; Rhia Kundu; Michael A Crone; Shazaad Ahmad; Nieves Derqui-Fernandez; Emily Conibear; Paul S Freemont; Graham P Taylor; Neil Ferguson; Maria Zambon; Wendy S Barclay; Jake Dunning; Ajit Lalvani
Journal:  Lancet Respir Med       Date:  2022-08-18       Impact factor: 102.642

8.  SARS-CoV-2 and other respiratory pathogens are detected in continuous air samples from congregate settings.

Authors:  David H O'Connor; Shelby L O'Connor; Mitchell D Ramuta; Christina M Newman; Savannah F Brakefield; Miranda R Stauss; Roger W Wiseman; Amanda Kita-Yarbro; Eli J O'Connor; Neeti Dahal; Ailam Lim; Keith P Poulsen; Nasia Safdar; John A Marx; Molly A Accola; William M Rehrauer; Julia A Zimmer; Manjeet Khubbar; Lucas J Beversdorf; Emma C Boehm; David Castañeda; Clayton Rushford; Devon A Gregory; Joseph D Yao; Sanjib Bhattacharyya; Marc C Johnson; Matthew T Aliota; Thomas C Friedrich
Journal:  Nat Commun       Date:  2022-08-11       Impact factor: 17.694

9.  Infectious viral shedding of SARS-CoV-2 Delta following vaccination: A longitudinal cohort study.

Authors:  Miguel Garcia-Knight; Khamal Anglin; Michel Tassetto; Scott Lu; Amethyst Zhang; Sarah A Goldberg; Adam Catching; Michelle C Davidson; Joshua R Shak; Mariela Romero; Jesus Pineda-Ramirez; Ruth Diaz-Sanchez; Paulina Rugart; Kevin Donohue; Jonathan Massachi; Hannah M Sans; Manuella Djomaleu; Sujata Mathur; Venice Servellita; David McIlwain; Brice Gaudiliere; Jessica Chen; Enrique O Martinez; Jacqueline M Tavs; Grace Bronstone; Jacob Weiss; John T Watson; Melissa Briggs-Hagen; Glen R Abedi; George W Rutherford; Steven G Deeks; Charles Chiu; Sharon Saydah; Michael J Peluso; Claire M Midgley; Jeffrey N Martin; Raul Andino; J Daniel Kelly
Journal:  PLoS Pathog       Date:  2022-09-12       Impact factor: 7.464

10.  Identifiability of parameters in mathematical models of SARS-CoV-2 infections in humans.

Authors:  Stanca M Ciupe; Necibe Tuncer
Journal:  Sci Rep       Date:  2022-08-27       Impact factor: 4.996

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