Pendekatan Pemodelan Matematika Penyebaran Tuberkulosis Sensitif Obat (TB-SO) dan Tuberkulosis Resisten Obat (TB-RO) dengan Vaksinasi dan Isolasi
Abstract
Tuberculosis (TB) remains a serious public health problem. Based on bacterial susceptibility to anti-tuberculosis drugs, TB is classified into drug-susceptible TB (DS-TB) and drug-resistant TB (DR-TB), where the presence of DR-TB poses a challenge for control because its management is more complex and it has the potential to sustain transmission within a population. Mathematical models can be used to understand the transmission dynamics of DS-TB and DR-TB. This study analyzes the model The novelty of this research lies in the development of a two-strain TB model that simultaneously incorporates strain-specific latent phase separation, differences in transmission rates between strains, and TB-RO-specific isolation interventions within a single framework. The analysis include determining equilibrium points, the reproduction number using next generation matrix, stability analysis, and numerical simulations. Three equilibrium points are obtained: disease-free, TB-RO mono-existence, and coexistence of both strains. Stability analysis at each equilibrium point is carried out using the value of . The analysis is performed through parameter conditions related to the transmission rate of DS-TB and the transmission rate of DR-TB . Sensitivity analysis shows that reducing and has a major impact on suppressing the transmission of DS-TB and DR-TB. In addition, increasing substantially reduces DR-TB transmission by enhancing the isolation of DR-TB cases.
References
Alfiniyah, C., Permatasari, N. A., & Farman, M. (2025). Optimal control analysis of a tuberculosis model with drug-resistant population. 13(March), 948–960. https://doi.org/10.19139/soic-2310-5070-2292
Bamford, A., Dixon, G., Klein, N., Marks, S. D., Ritz, N., Welch, S. B., & Tebruegge, M. (2020). Preventing tuberculosis in paediatric kidney transplant recipients: is there a role for BCG immunisation pre-transplantation in low tuberculosis incidence countries? Pediatric Nephrology. https://doi.org/10.1007/s00467-020-04844-5
Bhadauria, A. S., Dhungana, H. N., Verma, V., Woodcock, S., & Rai, T. (2023). Studying the efficacy of isolation as a control strategy and elimination of tuberculosis in India : A mathematical model. Infectious Disease Modelling, 8(2), 458–470. https://doi.org/10.1016/j.idm.2023.03.005
Fatahillah, H., Andarini, I., & Hidayah, D. (2022). Hubungan Imunisasi BCG dengan Tuberkulosis Paru pada Anak Balita di RSUD Dr Moewardi. 1(1), 18–23.
Fudolig, M., & Howard, R. (2020). The local stability of a modified multi-strain SIR model for emerging viral strains. PLOS ONE, 1–27. https://doi.org/10.1371/journal.pone.0243408
Haq, N. I., & Prawoto, B. P. (2022). Analisa Kestabilan Model Penyebaran Covid-19 Dengan Varian Baru. MATHunesa: Jurnal Ilmiah Matematika, 10(2), 317–325. https://doi.org/10.26740 /mathunesa.v10n2.p317-325
Ilham, Russilawati, & Mizarti, D. (2022). Tatalaksana Infeksi TB Laten. Human Care Journal, 7(1), 165–180. https://doi.org/10.32883/hcj.v7i1.1490
Kemenkes. (2020). Petunjuk Teknis Penatalaksanaan Tuberkulosis Resisten Obat di Indonesia.
Kemenkes RI. (2025). Gerakan Indonesia Akhiri TBC. Kementerian Kesehatan Republik Indonesia. https://kemkes.go.id/id/gerakan-indonesia-akhiri-tbc
Kuddus, A., Mcbryde, E. S., Adekunle, A. I., White, L. J., & Meehan, M. T. (2022). Mathematical analysis of a two ‑ strain tuberculosis model in Bangladesh. Scientific Reports, 1–13. https://doi.org/10.1038/s41598-022-07536-2
Latifah, A., Kurniasih, D., Muslina, & Armizan, E. W. (2022). Sosialisasi Cara Pencegahan dan Penularan Penyakit Tuberkulosis serta Upaya Peningkatan Mikroelemen Tubuh bagi Penderita Tuberkulosis. Jurnal Pengabdian kepada Masyarakat (ABDIKEMAS), 4(2). https://doi.org/10.36086/j.abdikemas.v4i2
Mahartati, N. M. N., & Syarif, S. (2024). Faktor Risiko Kegagalan Pengobatan Tuberkulosis: Systematic Review. MPPKI : Media Publikasi Promosi Kesehatan Indonesia, 7(4), 899–906. https://doi.org/doi.org/10.56338/mppki.v7i4.5157
Mengistu, A. K., & Witbooi, P. J. W. (2023). Cost-Effectiveness Analysis of the Optimal Control Strategies for Multidrug-Resistant Tuberculosis Transmission in Ethiopia. International Journal of Differential Equations, 2023, 15. https://doi.org/10.1155/2023/8822433
WHO. (2022). Global Tuberculosis Report 2022.
WHO. (2024). Global Tuberculosis Report 2024.






