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Article

Can IL-10 Inhibitor Therapy Alongside MDT Enhance Leprosy Treatment? A Comprehensive Mathematical Study

1
School of Mathematics and Statistics, Beijing Technology and Business University, No. 33 Fucheng Road, Haidian, Beijing 100048, China
2
Centre for Mathematical Biology and Ecology, Department of Mathematics, Jadavpur University, Kolkata 700032, West Bengal, India
*
Authors to whom correspondence should be addressed.
These authors contributed equally to this work and should be regarded as joint first authors.
These authors also contributed equally to this work.
Mathematics 2026, 14(17), 3107; https://doi.org/10.3390/math14173107 (registering DOI)
Submission received: 12 July 2026 / Revised: 21 August 2026 / Accepted: 26 August 2026 / Published: 29 August 2026

Abstract

Leprosy is characterized by complex biological and cellular interactions, driven primarily by the interplay between Th1 and Th2 cells. In this study, we develop a deterministic mathematical model to investigate the interactions among healthy and infected Schwann cells, M. leprae bacteria, and Th1–Th2 immune responses. The positivity and boundedness of the proposed five-dimensional system are established, and the disease persistence condition is characterized in terms of the basic reproduction number (R0). The existence conditions for the endemic equilibrium are derived, while the global asymptotic stability of the endemic state is established through the construction of an appropriate Lyapunov function. To evaluate the robustness of the proposed model, parameter sensitivity with respect to R0 is investigated using Latin Hypercube Sampling (LHS) and Partial Rank Correlation Coefficient sensitivity analysis. Furthermore, Monte Carlo uncertainty analysis (UA) is incorporated to account for the inherent uncertainty in the system, whereas a Sobol-based global sensitivity analysis quantifies the contribution of individual model parameters to the overall uncertainty. To further validate the dynamical behavior of the proposed system numerically, Lyapunov exponents are computed using the Benettin (renormalization) algorithm. The impact of combined multidrug therapy (MDT) and IL-10 inhibitor therapy is subsequently investigated within an optimal control framework, and the corresponding optimal treatment strategies are derived using Pontryagin’s maximum principle. Numerical simulations demonstrate that suppressing the Th2-mediated weakening of the host immune response through IL-10 inhibitor therapy provides superior long-term control of leprosy. The proposed treatment strategy therefore identifies IL-10 inhibitor therapy as a promising adjunct immunomodulatory intervention alongside MDT for enhancing protective cellular immunity against M. leprae in a cost-effective manner.
Keywords: leprosy; mathematical modeling; Th1–Th2 immune response; basic reproduction number; global stability analysis; Lyapunov exponent; Latin Hypercube Sampling; Sobol sensitivity analysis; Monte Carlo uncertainty analysis; Pontryagin’s maximum principle; optimal control leprosy; mathematical modeling; Th1–Th2 immune response; basic reproduction number; global stability analysis; Lyapunov exponent; Latin Hypercube Sampling; Sobol sensitivity analysis; Monte Carlo uncertainty analysis; Pontryagin’s maximum principle; optimal control

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MDPI and ACS Style

Ghosh, S.; Zhang, H.; Mukherjee, S.; Cao, X.; Roy, A.K.; Roy, P.K. Can IL-10 Inhibitor Therapy Alongside MDT Enhance Leprosy Treatment? A Comprehensive Mathematical Study. Mathematics 2026, 14, 3107. https://doi.org/10.3390/math14173107

AMA Style

Ghosh S, Zhang H, Mukherjee S, Cao X, Roy AK, Roy PK. Can IL-10 Inhibitor Therapy Alongside MDT Enhance Leprosy Treatment? A Comprehensive Mathematical Study. Mathematics. 2026; 14(17):3107. https://doi.org/10.3390/math14173107

Chicago/Turabian Style

Ghosh, Salil, Huina Zhang, Satyajit Mukherjee, Xianbing Cao, Amit Kumar Roy, and Priti Kumar Roy. 2026. "Can IL-10 Inhibitor Therapy Alongside MDT Enhance Leprosy Treatment? A Comprehensive Mathematical Study" Mathematics 14, no. 17: 3107. https://doi.org/10.3390/math14173107

APA Style

Ghosh, S., Zhang, H., Mukherjee, S., Cao, X., Roy, A. K., & Roy, P. K. (2026). Can IL-10 Inhibitor Therapy Alongside MDT Enhance Leprosy Treatment? A Comprehensive Mathematical Study. Mathematics, 14(17), 3107. https://doi.org/10.3390/math14173107

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