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A mathematical model of protein subunits COVID-19 vaccines

We consider a general mathematical model for protein subunit vaccine with a focus on the MF59-adjuvanted spike glycoprotein-clamp vaccine for SARS-CoV-2, and use the model to study immunological outcomes in the humoral and cell-mediated arms of the immune response from vaccination. The mathematical...

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Autores principales: Gholami, Samaneh, Korosec, Chapin S., Farhang-Sardroodi, Suzan, Dick, David W., Craig, Morgan, Ghaemi, Mohammad Sajjad, Ooi, Hsu Kiang, Heffernan, Jane M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Published by Elsevier Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911981/
https://www.ncbi.nlm.nih.gov/pubmed/36773843
http://dx.doi.org/10.1016/j.mbs.2023.108970
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author Gholami, Samaneh
Korosec, Chapin S.
Farhang-Sardroodi, Suzan
Dick, David W.
Craig, Morgan
Ghaemi, Mohammad Sajjad
Ooi, Hsu Kiang
Heffernan, Jane M.
author_facet Gholami, Samaneh
Korosec, Chapin S.
Farhang-Sardroodi, Suzan
Dick, David W.
Craig, Morgan
Ghaemi, Mohammad Sajjad
Ooi, Hsu Kiang
Heffernan, Jane M.
author_sort Gholami, Samaneh
collection PubMed
description We consider a general mathematical model for protein subunit vaccine with a focus on the MF59-adjuvanted spike glycoprotein-clamp vaccine for SARS-CoV-2, and use the model to study immunological outcomes in the humoral and cell-mediated arms of the immune response from vaccination. The mathematical model is fit to vaccine clinical trial data. We elucidate the role of Interferon- [Formula: see text] and Interleukin-4 in stimulating the immune response of the host. Model results, and results from a sensitivity analysis, show that a balance between the T [Formula: see text] 1 and T [Formula: see text] 2 arms of the immune response is struck, with the T [Formula: see text] 1 response being dominant. The model predicts that two-doses of the vaccine at 28 days apart will result in approximately 85% humoral immunity loss relative to peak immunity approximately 6 months post dose 1.
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spelling pubmed-99119812023-02-10 A mathematical model of protein subunits COVID-19 vaccines Gholami, Samaneh Korosec, Chapin S. Farhang-Sardroodi, Suzan Dick, David W. Craig, Morgan Ghaemi, Mohammad Sajjad Ooi, Hsu Kiang Heffernan, Jane M. Math Biosci Original Research Article We consider a general mathematical model for protein subunit vaccine with a focus on the MF59-adjuvanted spike glycoprotein-clamp vaccine for SARS-CoV-2, and use the model to study immunological outcomes in the humoral and cell-mediated arms of the immune response from vaccination. The mathematical model is fit to vaccine clinical trial data. We elucidate the role of Interferon- [Formula: see text] and Interleukin-4 in stimulating the immune response of the host. Model results, and results from a sensitivity analysis, show that a balance between the T [Formula: see text] 1 and T [Formula: see text] 2 arms of the immune response is struck, with the T [Formula: see text] 1 response being dominant. The model predicts that two-doses of the vaccine at 28 days apart will result in approximately 85% humoral immunity loss relative to peak immunity approximately 6 months post dose 1. Published by Elsevier Inc. 2023-04 2023-02-10 /pmc/articles/PMC9911981/ /pubmed/36773843 http://dx.doi.org/10.1016/j.mbs.2023.108970 Text en Crown Copyright © 2023 Published by Elsevier Inc. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Original Research Article
Gholami, Samaneh
Korosec, Chapin S.
Farhang-Sardroodi, Suzan
Dick, David W.
Craig, Morgan
Ghaemi, Mohammad Sajjad
Ooi, Hsu Kiang
Heffernan, Jane M.
A mathematical model of protein subunits COVID-19 vaccines
title A mathematical model of protein subunits COVID-19 vaccines
title_full A mathematical model of protein subunits COVID-19 vaccines
title_fullStr A mathematical model of protein subunits COVID-19 vaccines
title_full_unstemmed A mathematical model of protein subunits COVID-19 vaccines
title_short A mathematical model of protein subunits COVID-19 vaccines
title_sort mathematical model of protein subunits covid-19 vaccines
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911981/
https://www.ncbi.nlm.nih.gov/pubmed/36773843
http://dx.doi.org/10.1016/j.mbs.2023.108970
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