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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.
  • Gholami S; Modelling Infection & Immunity Lab, Centre for Disease Modelling, Mathematics & Statistics, York University, Toronto, Ontario, Canada. Electronic address: sama20@yorku.ca.
  • Korosec CS; Modelling Infection & Immunity Lab, Centre for Disease Modelling, Mathematics & Statistics, York University, Toronto, Ontario, Canada.
  • Farhang-Sardroodi S; Department of Mathematics, University of Manitoba, Winnipeg, Manitoba, Canada; Modelling Infection & Immunity Lab, Centre for Disease Modelling, Mathematics & Statistics, York University, Toronto, Ontario, Canada.
  • Dick DW; Modelling Infection & Immunity Lab, Centre for Disease Modelling, Mathematics & Statistics, York University, Toronto, Ontario, Canada.
  • Craig M; Sainte-Justine University Hospital Research Centre and Department of Mathematics and Statistics, Université de Montréal, Montreal, Quebec, Canada.
  • Ghaemi MS; Digital Technologies Research Centre, National Research Council Canada, Toronto, ON, Canada.
  • Ooi HK; Digital Technologies Research Centre, National Research Council Canada, Toronto, ON, Canada.
  • Heffernan JM; Modelling Infection & Immunity Lab, Centre for Disease Modelling, Mathematics & Statistics, York University, Toronto, Ontario, Canada.
Math Biosci ; 358: 108970, 2023 04.
Article in English | MEDLINE | ID: covidwho-2230339
ABSTRACT
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-γ 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 TH1 and TH2 arms of the immune response is struck, with the TH1 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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Full text: Available Collection: International databases Database: MEDLINE Main subject: COVID-19 Vaccines / COVID-19 Type of study: Prognostic study / Randomized controlled trials Topics: Vaccines Limits: Humans Language: English Journal: Math Biosci Year: 2023 Document Type: Article

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Full text: Available Collection: International databases Database: MEDLINE Main subject: COVID-19 Vaccines / COVID-19 Type of study: Prognostic study / Randomized controlled trials Topics: Vaccines Limits: Humans Language: English Journal: Math Biosci Year: 2023 Document Type: Article