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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.
  • Al-Utaibi KA; Computer Science and Software Engineering Department, University of Ha'il, Ha'il, Saudi Arabia.
  • Nutini A; Centro Studi Attività Motorie, Department of Biology and Biomechanics, 94 via di Tiglio, loc. Arancio, 55100 Lucca, Italy.
  • Sohail A; Department of Mathematics, Comsats University Islamabad, Lahore, 54000 Pakistan.
  • Arif R; Department of Mathematics, Comsats University Islamabad, Lahore, 54000 Pakistan.
  • Tunc S; Physiotherapy Programme, Vocational School of Sciences, Medipol University, Unkapani, Atatürk Bulvari, No: 27, Halic Campus, Fatih, 34083 Istanbul, Turkey.
  • Sait SM; Center for Communications and IT Research, Research Institute, King Fahd University of Petroleum & Minerals, Dhahran, 31261 Saudi Arabia.
Model Earth Syst Environ ; 8(3): 3413-3421, 2022.
Article in English | MEDLINE | ID: covidwho-2000181
ABSTRACT
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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Full text: Available Collection: International databases Database: MEDLINE Type of study: Experimental Studies / Prognostic study Language: English Journal: Model Earth Syst Environ Year: 2022 Document Type: Article Affiliation country: S40808-021-01312-3

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Full text: Available Collection: International databases Database: MEDLINE Type of study: Experimental Studies / Prognostic study Language: English Journal: Model Earth Syst Environ Year: 2022 Document Type: Article Affiliation country: S40808-021-01312-3