The University of Southampton
University of Southampton Institutional Repository

A viroimmunologic model to characterize the antiviral effect of molnupiravir in outpatients infected with SARS-CoV-2: implication for treatment duration

A viroimmunologic model to characterize the antiviral effect of molnupiravir in outpatients infected with SARS-CoV-2: implication for treatment duration
A viroimmunologic model to characterize the antiviral effect of molnupiravir in outpatients infected with SARS-CoV-2: implication for treatment duration

Background: the antiviral efficacy of molnupiravir against SARS-CoV-2 is controversial. Here, we develop a model integrating viral and immune dynamics to characterize the mechanism of action of molnupiravir in vivo and its impact on viral dynamics during and after treatment. 

Methods: we analyzed data from the PANORAMIC trial, where 577 outpatients were randomized shortly after symptom onset to receive usual care or molnupiravir for 5 days, with viral and immunologic data collected within 2 weeks. We developed a mathematical model that characterized virus-host interaction, accounting for the impact of molnupiravir on viral replication and mutagenesis. The model was used to explore the impact of longer treatment duration. 

Results: molnupiravir reduced RNA replication with an efficacy that reached 93% at the end of a 5-day treatment. This effect was mediated through 2 pathways: 1 that increased transition mutation frequency and 1 that directly inhibited viral production. Accordingly, 5-day treatment shortened the median time to clearance of RNA and infectious virus by approximately 2 days. Ten-day treatment could reduce the time to RNA clearance by 5 days and the occurrence of viral rebounds. Longer treatment durations might be needed for postexposure prophylaxis.

Conclusions: our model suggests that molnupiravir acts primarily on viral replication, and not specifically on viral infectivity. Longer administration of molnupiravir may reduce the rebound rate, shortening the time to viral clearance.

molnupiravir, mutagenesis, SARS-CoV-2, treatment duration, viral clearance
0022-1899
e1080-e1090
Nguyen, Bach Tran
d4cef24f-a648-442d-89bf-2d872c2badbe
Bertrand, Julie
1df1724a-967d-4581-9502-1d969765a72e
Agyeman, Akosua A.
5bd16417-0672-4e13-a198-dd7af25e9f0e
Zhang, Shengyuan
5417e187-1d7a-4a2c-bb28-4f83ef7db2f8
Yu, Ly Mee
ae5bebd5-e49c-4fb1-ada1-a7d669f8a87f
Harris, Victoria
b6d6e7b3-9a3b-48ea-a506-aa6716d5f973
Little, Paul
1bf2d1f7-200c-47a5-ab16-fe5a8756a777
Butler, Christopher C.
fe65a569-f848-4c17-b4f9-6a447933de98
Breuer, Judith
f2762443-c570-4da1-af7c-56ee30b0bb78
Lowe, David M.
dffb0fb3-13ba-40f1-8fb6-46ee1e45e100
Standing, Joseph F.
ea35e329-e377-4fa5-9fa6-58b3d6af87c8
Guedj, Jérémie
ce1a90db-1780-42ec-8d00-a262ce0632ab
Ahmed, Haroon
880dac61-6070-4e31-9d09-ed7dbbf9a5cf
Ahmed, Tanveer
d3621cfc-2300-47e3-8f43-f93eaed76deb
Allcock, Damien
ac852777-e8bc-4a44-ae51-7a384d5b6f15
Andersson, Monique
fe21b761-8405-4167-9838-28e5e699b8c3
Barrett, Sarah
d7266a9f-e7af-4da1-94a2-24c549086322
Bateman, Clare
15fbe5c2-bf7c-4317-9cbe-83e95c46fefd
Beltran-Martinez, Adrian
dac4ee31-a05b-4257-a66b-2a357236170d
Benedict, Oluseye E.
ab9c51cd-226d-49e5-af45-4c70dccdce74
Benysek, Magdalena
1571d0f8-01c5-4b29-bf84-5135d6a185f6
Berry, Nicholas S.
6f31663d-2997-4ece-a785-5051f8ceb347
Bird, Nigel
582cc71c-6e75-4f23-8a0e-cb2c8622560c
Brennan, Laura
f01ca42c-7103-4b2a-be57-ac60003b62d9
Burns, Gerard
4304e243-b957-4c8a-8b0e-a4d784e52a1a
Butler, Daniel
8172594e-49d9-4ac1-8a76-f481459bd35e
Butler, Mike
be6b8b39-98a5-4157-8b55-aa1df97cadc6
Carson-Stevens, Andrew
d34901f8-fbac-4921-8bf2-dfb1fe81512b
Chalk, Jem
1d72f495-22fe-4ceb-858e-1479619c730c
Cheng, Zelda
80d013b1-ef10-4c60-a73e-7aa9412102cd
Coates, Maria
4bece266-f962-40a0-8289-cfa22c3a9d1c
Cureton, Lucy
5ac89f43-805b-4973-b303-a0b017e667b0
Danson, Ruth
b0139b76-8983-4150-b088-bd1b89359035
Davies, Jennifer C.
991c0596-a9b3-4de6-ab11-bd299e537c0d
De Kare-Silver, Nigel
7de1a96d-881a-4f84-bcf8-0df920d48c07
Detry, Michelle A.
0261dae5-6e25-4e1b-9d0d-c874288fe4b3
Dhasmana, Devesh
44c88b1a-f58e-4e45-9464-90dc5baaf190
Dickson, Jon
1dfaa42e-45cf-47be-ab42-67b1a1d79ca3
Dobson, Melissa
30b8369c-22ae-41b4-8747-8e83181b3585
Dorward, Jienchi
4bf66901-771f-4d52-bb9d-bf3fda2fb272
Evans, Philip
2d2d377d-ba6e-4a93-9ed9-5a90ce029570
Francis, Nick
9b610883-605c-4fee-871d-defaa86ccf8e
Hobbs, Richard
516be354-29b9-426c-bf32-0c7679af36af
Khan, Umar
3119dca6-37e5-4a68-b663-289f3eed1ddf
Lester, Nicola
214daae8-5cea-4940-b68e-05bae0f5ec07
Lown, Mark
4742d5f8-bcf3-4e0b-811c-920e7d010c9b
Lunn, James
e15ac78b-6df3-414f-a6b6-44e08b2eaa89
Murphy, Daniel
2342df9c-db56-4e61-8ac9-fbd62d96a21f
Thomas, Nicholas P.B.
b8fed03e-4bf6-415c-89b6-594895b106ff
Williams, Charlotte A.
fb7c0131-9914-4a3c-bce9-2869e99123d9
PANORAMIC study group
Nguyen, Bach Tran
d4cef24f-a648-442d-89bf-2d872c2badbe
Bertrand, Julie
1df1724a-967d-4581-9502-1d969765a72e
Agyeman, Akosua A.
5bd16417-0672-4e13-a198-dd7af25e9f0e
Zhang, Shengyuan
5417e187-1d7a-4a2c-bb28-4f83ef7db2f8
Yu, Ly Mee
ae5bebd5-e49c-4fb1-ada1-a7d669f8a87f
Harris, Victoria
b6d6e7b3-9a3b-48ea-a506-aa6716d5f973
Little, Paul
1bf2d1f7-200c-47a5-ab16-fe5a8756a777
Butler, Christopher C.
fe65a569-f848-4c17-b4f9-6a447933de98
Breuer, Judith
f2762443-c570-4da1-af7c-56ee30b0bb78
Lowe, David M.
dffb0fb3-13ba-40f1-8fb6-46ee1e45e100
Standing, Joseph F.
ea35e329-e377-4fa5-9fa6-58b3d6af87c8
Guedj, Jérémie
ce1a90db-1780-42ec-8d00-a262ce0632ab
Ahmed, Haroon
880dac61-6070-4e31-9d09-ed7dbbf9a5cf
Ahmed, Tanveer
d3621cfc-2300-47e3-8f43-f93eaed76deb
Allcock, Damien
ac852777-e8bc-4a44-ae51-7a384d5b6f15
Andersson, Monique
fe21b761-8405-4167-9838-28e5e699b8c3
Barrett, Sarah
d7266a9f-e7af-4da1-94a2-24c549086322
Bateman, Clare
15fbe5c2-bf7c-4317-9cbe-83e95c46fefd
Beltran-Martinez, Adrian
dac4ee31-a05b-4257-a66b-2a357236170d
Benedict, Oluseye E.
ab9c51cd-226d-49e5-af45-4c70dccdce74
Benysek, Magdalena
1571d0f8-01c5-4b29-bf84-5135d6a185f6
Berry, Nicholas S.
6f31663d-2997-4ece-a785-5051f8ceb347
Bird, Nigel
582cc71c-6e75-4f23-8a0e-cb2c8622560c
Brennan, Laura
f01ca42c-7103-4b2a-be57-ac60003b62d9
Burns, Gerard
4304e243-b957-4c8a-8b0e-a4d784e52a1a
Butler, Daniel
8172594e-49d9-4ac1-8a76-f481459bd35e
Butler, Mike
be6b8b39-98a5-4157-8b55-aa1df97cadc6
Carson-Stevens, Andrew
d34901f8-fbac-4921-8bf2-dfb1fe81512b
Chalk, Jem
1d72f495-22fe-4ceb-858e-1479619c730c
Cheng, Zelda
80d013b1-ef10-4c60-a73e-7aa9412102cd
Coates, Maria
4bece266-f962-40a0-8289-cfa22c3a9d1c
Cureton, Lucy
5ac89f43-805b-4973-b303-a0b017e667b0
Danson, Ruth
b0139b76-8983-4150-b088-bd1b89359035
Davies, Jennifer C.
991c0596-a9b3-4de6-ab11-bd299e537c0d
De Kare-Silver, Nigel
7de1a96d-881a-4f84-bcf8-0df920d48c07
Detry, Michelle A.
0261dae5-6e25-4e1b-9d0d-c874288fe4b3
Dhasmana, Devesh
44c88b1a-f58e-4e45-9464-90dc5baaf190
Dickson, Jon
1dfaa42e-45cf-47be-ab42-67b1a1d79ca3
Dobson, Melissa
30b8369c-22ae-41b4-8747-8e83181b3585
Dorward, Jienchi
4bf66901-771f-4d52-bb9d-bf3fda2fb272
Evans, Philip
2d2d377d-ba6e-4a93-9ed9-5a90ce029570
Francis, Nick
9b610883-605c-4fee-871d-defaa86ccf8e
Hobbs, Richard
516be354-29b9-426c-bf32-0c7679af36af
Khan, Umar
3119dca6-37e5-4a68-b663-289f3eed1ddf
Lester, Nicola
214daae8-5cea-4940-b68e-05bae0f5ec07
Lown, Mark
4742d5f8-bcf3-4e0b-811c-920e7d010c9b
Lunn, James
e15ac78b-6df3-414f-a6b6-44e08b2eaa89
Murphy, Daniel
2342df9c-db56-4e61-8ac9-fbd62d96a21f
Thomas, Nicholas P.B.
b8fed03e-4bf6-415c-89b6-594895b106ff
Williams, Charlotte A.
fb7c0131-9914-4a3c-bce9-2869e99123d9

Nguyen, Bach Tran, Bertrand, Julie, Agyeman, Akosua A., Zhang, Shengyuan, Yu, Ly Mee, Harris, Victoria, Little, Paul, Butler, Christopher C., Breuer, Judith, Lowe, David M., Standing, Joseph F. and Guedj, Jérémie , PANORAMIC study group (2025) A viroimmunologic model to characterize the antiviral effect of molnupiravir in outpatients infected with SARS-CoV-2: implication for treatment duration. Journal of Infectious Diseases, 231 (6), e1080-e1090. (doi:10.1093/infdis/jiaf158).

Record type: Article

Abstract

Background: the antiviral efficacy of molnupiravir against SARS-CoV-2 is controversial. Here, we develop a model integrating viral and immune dynamics to characterize the mechanism of action of molnupiravir in vivo and its impact on viral dynamics during and after treatment. 

Methods: we analyzed data from the PANORAMIC trial, where 577 outpatients were randomized shortly after symptom onset to receive usual care or molnupiravir for 5 days, with viral and immunologic data collected within 2 weeks. We developed a mathematical model that characterized virus-host interaction, accounting for the impact of molnupiravir on viral replication and mutagenesis. The model was used to explore the impact of longer treatment duration. 

Results: molnupiravir reduced RNA replication with an efficacy that reached 93% at the end of a 5-day treatment. This effect was mediated through 2 pathways: 1 that increased transition mutation frequency and 1 that directly inhibited viral production. Accordingly, 5-day treatment shortened the median time to clearance of RNA and infectious virus by approximately 2 days. Ten-day treatment could reduce the time to RNA clearance by 5 days and the occurrence of viral rebounds. Longer treatment durations might be needed for postexposure prophylaxis.

Conclusions: our model suggests that molnupiravir acts primarily on viral replication, and not specifically on viral infectivity. Longer administration of molnupiravir may reduce the rebound rate, shortening the time to viral clearance.

Text
jiaf158 - Version of Record
Download (1MB)

More information

Accepted/In Press date: 21 March 2025
e-pub ahead of print date: 1 April 2025
Published date: 18 April 2025
Keywords: molnupiravir, mutagenesis, SARS-CoV-2, treatment duration, viral clearance

Identifiers

Local EPrints ID: 504909
URI: http://eprints.soton.ac.uk/id/eprint/504909
ISSN: 0022-1899
PURE UUID: c9c43909-3a57-477d-a9e2-9eb6313687e4
ORCID for Paul Little: ORCID iD orcid.org/0000-0003-3664-1873
ORCID for Nick Francis: ORCID iD orcid.org/0000-0001-8939-7312
ORCID for Mark Lown: ORCID iD orcid.org/0000-0001-8309-568X

Catalogue record

Date deposited: 22 Sep 2025 16:43
Last modified: 23 Sep 2025 02:05

Export record

Altmetrics

Contributors

Author: Bach Tran Nguyen
Author: Julie Bertrand
Author: Akosua A. Agyeman
Author: Shengyuan Zhang
Author: Ly Mee Yu
Author: Victoria Harris
Author: Paul Little ORCID iD
Author: Christopher C. Butler
Author: Judith Breuer
Author: David M. Lowe
Author: Joseph F. Standing
Author: Jérémie Guedj
Author: Haroon Ahmed
Author: Tanveer Ahmed
Author: Damien Allcock
Author: Monique Andersson
Author: Sarah Barrett
Author: Clare Bateman
Author: Adrian Beltran-Martinez
Author: Oluseye E. Benedict
Author: Magdalena Benysek
Author: Nicholas S. Berry
Author: Nigel Bird
Author: Laura Brennan
Author: Gerard Burns
Author: Daniel Butler
Author: Mike Butler
Author: Andrew Carson-Stevens
Author: Jem Chalk
Author: Zelda Cheng
Author: Maria Coates
Author: Lucy Cureton
Author: Ruth Danson
Author: Jennifer C. Davies
Author: Nigel De Kare-Silver
Author: Michelle A. Detry
Author: Devesh Dhasmana
Author: Jon Dickson
Author: Melissa Dobson
Author: Jienchi Dorward
Author: Philip Evans
Author: Nick Francis ORCID iD
Author: Richard Hobbs
Author: Umar Khan
Author: Nicola Lester
Author: Mark Lown ORCID iD
Author: James Lunn
Author: Daniel Murphy
Author: Nicholas P.B. Thomas
Author: Charlotte A. Williams
Corporate Author: PANORAMIC study group

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×