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ROY PRITIKUMAR, ROY AMITKUMAR, KHAILOV EVGENIIN, AL BASIR FAHAD, GRIGORIEVA ELLINAV. A MODEL OF THE OPTIMAL IMMUNOTHERAPY OF PSORIASIS BY INTRODUCING IL-10 AND IL-22 INHIBITORS. J BIOL SYST 2020; 28:609-639. [DOI: 10.1142/s0218339020500084] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
Abstract
Psoriasis is a chronic skin disease in which the process of hyper-proliferation (excessive division) of skin cells starts. Externally, psoriasis appears as red papules, on the surface of which there are scales of white–gray color. There is substantial evidence that T-helper cells take vital accountability for creating the hyper-proliferation of keratinocytes (skin cells), which causes itching of skin patches. In this paper, we propose a mathematical model describing the concentrations of T-helper and keratinocyte cell populations to predict cellular behaviors for psoriasis regulation under normal or anomalous immune circumstances. Local and global asymptotic stabilities of the model equilibria are investigated. Additionally, by introducing two scalar bounded controls into the model, the effect of combined immunotherapy using IL-10 and IL-22 inhibitors is analyzed. The optimal control problem of minimizing the cost of immune therapy and simultaneous optimizing the effect of this therapy on T-helper cells and keratinocytes proliferation is formulated and solved by applying the Pontryagin maximum principle. Within the restrictions of the proposed model, the obtained analytical and numerical outcomes suggest that the optimal strategy of injecting IL-10 and IL-22 inhibitors can be effective for psoriasis treatment.
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Affiliation(s)
- PRITI KUMAR ROY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - AMIT KUMAR ROY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - EVGENII N. KHAILOV
- Faculty of Computational Mathematics and Cybernetics, Lomonosov Moscow State University, Moscow 119992, Russia
| | - FAHAD AL BASIR
- Department of Mathematics, Asansol Girls College, Asansol-4, West Bengal 713304, India
| | - ELLINA V. GRIGORIEVA
- Department of Mathematics and Computer Sciences, Texas Woman’s University, Denton, TX 76204, USA
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Abstract
Successful immunologic control of HIV infection can be achieved in long-term non-progressors or HIV-1 controllers. Dendritic cells (DCs) are required for specific antigen presentation to naïve T lymphocytes and for antiviral, type I interferon secretion. To understand this mechanism, we develop a mathematical model that describes the role of direct presentation (replicating virus-infected DCs or other [Formula: see text] T cells directly) and cross presentation (DCs obtain antigen processed in other infected cells such as [Formula: see text] T lymphocytes) during HIV-1 infection. We find equilibria and determine stability in the case of no vaccination, and then, when vaccination is taken, we determine analytical thresholds for the strength and frequency of the vaccine to ensure the disease-free equilibrium remains stable. Our theoretical results suggest that the restoration of DC numbers may be predictive of immune restoration and may be a goal for immunotherapy to enhance viral control in a larger proportion of patients.
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Affiliation(s)
- SHUBHANKAR SAHA
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - PRITI KUMAR ROY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - ROBERT SMITH?
- Department of Mathematics and Faculty of Medicine, The University of Ottawa, 585 King Edward Avenue, Ottawa, ON K1N 6N5, Canada
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ROY PRITIKUMAR, CHOWDHURY SONIA, CHATTERJEE AMARNATH, CHATTOPADHYAY JOYDEV, NORMAN RACHEL. A MATHEMATICAL MODEL ON CTL MEDIATED CONTROL OF HIV INFECTION IN A LONG-TERM DRUG THERAPY. J BIOL SYST 2013. [DOI: 10.1142/s0218339013500198] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Bonhoeffer et al.1studied the long-term dynamics of HIV drug therapy and virus load dynamics. It is well known that highly active anti retroviral therapy (HAART) can effectively control the HIV replication. It is also well known that reverse transcriptase inhibitors (RTIs) could block new infection and as a result control HIV infection. The positive feedback control on such dynamics plays an important role and CD4+T cells are not only produced from a source but also produced from existing T cells. The present investigation takes into account these factors in the original model of Bonhoeffer et al. The optimal control therapy and the effect of time delay in the positive feedback control function have been investigated. Numerical simulation of the nonlinear model has confirmed our analytical studies.
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Affiliation(s)
- PRITI KUMAR ROY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata-700032, India
| | - SONIA CHOWDHURY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata-700032, India
| | - AMAR NATH CHATTERJEE
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata-700032, India
| | - JOYDEV CHATTOPADHYAY
- Agricultural and Ecological Research Unit, Indian Statistical Institute, 203, B.T. Road, Kolkata-700108, India
| | - RACHEL NORMAN
- Department of Computing Science and Mathematics, University of Stirling, Stirling, FK9 4LA, UK
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Abstract
The relations between the Human Immunodeficiency Virus-1 (HIV-1) and the human immune system are astonishingly multifaceted, where the critical role for cytotoxic T lymphocytes (CTLs) in the suppression of viral replication in HIV-1 infected individuals cannot be ignored. In this research paper, we have proposed a mathematical model incorporating half saturation constant through the CTL mediated killing process and also in that sense, it has been infiltrated in the generation process of CTL through infected cells. To make the model more realistic, a time lag is introduced in the generation term of CTL population. Also an optimal control theory paradigm is used in our mathematical model to suppress the viral production. From our entire analysis, we have found threshold condition of half saturation constant and treatment schedule so that we can handle the situation of Acquired Immunodeficiency Syndrome (AIDS) patients in a better way. Our analysis reveals that, if the half saturation constant is around 47 mm-3in the saturation process and the drug therapy is to be used around 76 days, then we can get adequate results for better treatment of a HIV-1 patient. Based on numerical results, we observed that in a highly unstable situation, administration of chemotherapy at a high dose can stabilize the system.
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Affiliation(s)
- PRITI KUMAR ROY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - SONIA CHOWDHURY
- Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, India
| | - XUE-ZHI LI
- Department of Mathematics, Xinyang Normal University, Xinyang 464000, P. R. China
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RAY GK, ROY PK, DASGUPTA SR, WERNER G. The action of Rauwolfia serpentina on vasomotor reflexes. Naunyn Schmiedebergs Arch Exp Pathol Pharmakol 1953; 219:310-4. [PMID: 13099366 DOI: 10.1007/bf00246406] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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ROY PK, DUTTA AT, RAY GK, MUKERJI B. A preliminary note on the pharmacological action of the total alkaloids isolated from Cissampelos pareira Linn. (false Pareira brava). Indian J Med Res 1952; 40:95-9. [PMID: 14955289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023] Open
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ROY PK, RAY GK, DUTTA AT, MUKERJI B. Studies on Suchikabharana an Ayurvedic tonic preparation of cobra venom. Indian J Med Res 1952; 40:101-7. [PMID: 14955290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023] Open
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GUPTA JC, ROY PK, DUTTA AT, RAY GK. Pharmacological action of a glucosidic principle isolated from Dregea volubilis Benth. (syn. Marsdenia volubilis, T. Cooke). Indian J Med Res 1951; 39:255-9. [PMID: 14888275] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/28/2023] Open
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GUPTA JC, CHAKRABARTY AM, MITRA SN, ROY PK. Aureomycin in the treatment of chronic intestinal amoebiasis. Ann Biochem Exp Med 1951; 11:59-82. [PMID: 14868989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 04/28/2023]
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GUPTA JC, ROY PK, RAY GK, GANGULY SC. A preliminary note on the excretion of Rauwolfia total alkaloids in urine. Indian J Med Res 1950; 38:67-73. [PMID: 15421684] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023] Open
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GUPTA JC, ROY PK, RAY GK, DUTTA A. Pharmacological action of an active-constituent isolated from Daemia extensa linn. (syn. Pergularia extensa). Indian J Med Res 1950; 38:75-82. [PMID: 15421685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/30/2023] Open
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GUPTA JC, ROY PK, SEN SUPTA KK. Pharmacological action of an active constituent isolated from Vanda roxburghii R. Br. Indian J Med Res 1946; 34:253-255. [PMID: 20289747] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/29/2023] Open
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GUPTA JC, ROY PK, DUTTA A. Pharmacological action of an active constituent isolated from Daemia estensa Linn. (Syn. Pergularia extensa). Indian J Med Res 1946; 34:181-184. [PMID: 20999666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2023] Open
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SARKAR NK, MAITRA SR, ROY PK. Effect of methylene blue on the toxicity of cobra venom. Ann Biochem Exp Med 1946; 6:85. [PMID: 20286897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
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SARKAR NK, MAITRA SR, ROY PK. Effect of temperature on the stability of cobravenom and cardiotoxin. Ann Biochem Exp Med 1946; 6:81-84. [PMID: 20286896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
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