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Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process

The CAR-T cells are the genetically engineered T cells, designed to work specifically for the virus antigens (or other antigens, such as tumour specific antigens). The CAR-T cells work as the living drug and thus provides an adoptive immunotherapy strategy. The novel corona virus treatment and contr...

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Autores principales: Al-Utaibi, Khaled A., Nutini, Alessandro, Sohail, Ayesha, Arif, Robia, Tunc, Sümeyye, Sait, Sadiq M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516624/
https://www.ncbi.nlm.nih.gov/pubmed/34667828
http://dx.doi.org/10.1007/s40808-021-01312-3
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author Al-Utaibi, Khaled A.
Nutini, Alessandro
Sohail, Ayesha
Arif, Robia
Tunc, Sümeyye
Sait, Sadiq M.
author_facet Al-Utaibi, Khaled A.
Nutini, Alessandro
Sohail, Ayesha
Arif, Robia
Tunc, Sümeyye
Sait, Sadiq M.
author_sort Al-Utaibi, Khaled A.
collection PubMed
description The CAR-T cells are the genetically engineered T cells, designed to work specifically for the virus antigens (or other antigens, such as tumour specific antigens). The CAR-T cells work as the living drug and thus provides an adoptive immunotherapy strategy. The novel corona virus treatment and control designs are still under clinical trials. One of such techniques is the injection of CAR-T cells to fight against the COVID-19 infection. In this manuscript, the hypothesis is based on the CAR-T cells, that are suitably engineered towards SARS-2 viral antigen, by the N protein. The N protein binds to the SARS-2 viral RNA and is found in abundance in this virus, thus for the engineered cell research, this protein sequence is chosen as a potential target. The use of the sub-population of T-reg cells is also outlined. Mathematical modeling of such complex line of action can help to understand the dynamics. The modeling approach is inspired from the probabilistic rules, including the branching process, the Moran process and kinetic models. The Moran processes are well recognized in the fields of artificial intelligence and data science. The model depicts the infectious axis “virus—CAR-T cells—memory cells”. The theoretical analysis provides a positive therapeutic action; the delay in viral production may have a significant impact on the early stages of infection. Although it is necessary to carefully evaluate the possible side effects of therapy. This work introduces the possibility of hypothesizing an antiviral use by CAR-T cells.
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spelling pubmed-85166242021-10-15 Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process Al-Utaibi, Khaled A. Nutini, Alessandro Sohail, Ayesha Arif, Robia Tunc, Sümeyye Sait, Sadiq M. Model Earth Syst Environ Original Article The CAR-T cells are the genetically engineered T cells, designed to work specifically for the virus antigens (or other antigens, such as tumour specific antigens). The CAR-T cells work as the living drug and thus provides an adoptive immunotherapy strategy. The novel corona virus treatment and control designs are still under clinical trials. One of such techniques is the injection of CAR-T cells to fight against the COVID-19 infection. In this manuscript, the hypothesis is based on the CAR-T cells, that are suitably engineered towards SARS-2 viral antigen, by the N protein. The N protein binds to the SARS-2 viral RNA and is found in abundance in this virus, thus for the engineered cell research, this protein sequence is chosen as a potential target. The use of the sub-population of T-reg cells is also outlined. Mathematical modeling of such complex line of action can help to understand the dynamics. The modeling approach is inspired from the probabilistic rules, including the branching process, the Moran process and kinetic models. The Moran processes are well recognized in the fields of artificial intelligence and data science. The model depicts the infectious axis “virus—CAR-T cells—memory cells”. The theoretical analysis provides a positive therapeutic action; the delay in viral production may have a significant impact on the early stages of infection. Although it is necessary to carefully evaluate the possible side effects of therapy. This work introduces the possibility of hypothesizing an antiviral use by CAR-T cells. Springer International Publishing 2021-10-15 2022 /pmc/articles/PMC8516624/ /pubmed/34667828 http://dx.doi.org/10.1007/s40808-021-01312-3 Text en © The Author(s), under exclusive licence to Springer Nature Switzerland AG 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Original Article
Al-Utaibi, Khaled A.
Nutini, Alessandro
Sohail, Ayesha
Arif, Robia
Tunc, Sümeyye
Sait, Sadiq M.
Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title_full Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title_fullStr Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title_full_unstemmed Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title_short Forecasting the action of CAR-T cells against SARS-corona virus-II infection with branching process
title_sort forecasting the action of car-t cells against sars-corona virus-ii infection with branching process
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8516624/
https://www.ncbi.nlm.nih.gov/pubmed/34667828
http://dx.doi.org/10.1007/s40808-021-01312-3
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