{"title":"揭示在最佳双药(阿奇霉素和干扰素- γ)治疗下伤寒沙门氏菌感染活化NK细胞动力学:一个免疫数学模型分析","authors":"Shu Wang, Amit Kumar Roy","doi":"10.1002/mma.11193","DOIUrl":null,"url":null,"abstract":"<div>\n \n <p>This article presents a four-dimensional nonlinear immuno-mathematical model to elucidate the crucial role of activated natural killer (NK) cells during the interaction between <i>Salmonella</i> Typhi (<i>S</i>. Typhi) bacteria and macrophages. Analytically, we have demonstrated the direct involvement of NK cell-mediated immune responses through Interferon - \n<span></span><math>\n <semantics>\n <mrow>\n <mi>γ</mi>\n </mrow>\n <annotation>$$ \\gamma $$</annotation>\n </semantics></math> (\n<span></span><math>\n <semantics>\n <mrow>\n <mi>I</mi>\n <mi>F</mi>\n <mi>N</mi>\n <mo>−</mo>\n <mi>γ</mi>\n </mrow>\n <annotation>$$ IFN-\\gamma $$</annotation>\n </semantics></math>) signaling in the necessary conditions for disease persistence. The stability criteria for disease-free and endemic equilibria are theoretically validated using the basic reproduction number (\n<span></span><math>\n <semantics>\n <mrow>\n <msub>\n <mrow>\n <mi>ℛ</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n </msub>\n </mrow>\n <annotation>$$ {\\mathcal{R}}_0 $$</annotation>\n </semantics></math>) and the Routh-Hurwitz criterion. Our system exhibits a transcritical bifurcation at \n<span></span><math>\n <semantics>\n <mrow>\n <msub>\n <mrow>\n <mi>ℛ</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n </msub>\n <mo>=</mo>\n <mn>1</mn>\n </mrow>\n <annotation>$$ {\\mathcal{R}}_0&amp;#x0003D;1 $$</annotation>\n </semantics></math>, indicating changes in the stability of the disease-free and endemic equilibria. We have also investigated the effects of a dual-drug regimen (Azithromycin and \n<span></span><math>\n <semantics>\n <mrow>\n <mi>I</mi>\n <mi>F</mi>\n <mi>N</mi>\n <mo>−</mo>\n <mi>γ</mi>\n </mrow>\n <annotation>$$ IFN-\\gamma $$</annotation>\n </semantics></math>) by introducing two surrogate control parameters into our model, utilizing optimal control theory. The derived optimal drug dosage pair offers a cost-effective and efficient treatment strategy. For model calibration via numerical simulations, we have collected some parameter values from certain published mouse model studies and also performed sensitivity analysis for \n<span></span><math>\n <semantics>\n <mrow>\n <msub>\n <mrow>\n <mi>ℛ</mi>\n </mrow>\n <mrow>\n <mn>0</mn>\n </mrow>\n </msub>\n </mrow>\n <annotation>$$ {\\mathcal{R}}_0 $$</annotation>\n </semantics></math> to assess the relative importance of these parameters for our mathematical system. To evaluate the robustness of model predictions against parameter variations, we have computed sensitivity indices and model sustainability across different parameter regions. Numerical results substantiate the outcomes of the control-induced system, and we have compared the results under various maximum control efforts. Our study suggests that combination therapy using Azithromycin and \n<span></span><math>\n <semantics>\n <mrow>\n <mi>I</mi>\n <mi>F</mi>\n <mi>N</mi>\n <mo>−</mo>\n <mi>γ</mi>\n </mrow>\n <annotation>$$ IFN-\\gamma $$</annotation>\n </semantics></math> with optimum drug efficacy can eradicate 100% <i>S</i>. Typhi infection from infected macrophages within 10 days.</p>\n </div>","PeriodicalId":49865,"journal":{"name":"Mathematical Methods in the Applied Sciences","volume":"48 15","pages":"14505-14520"},"PeriodicalIF":1.8000,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unveiling Activated NK Cell Dynamics in Salmonella Typhi Infection Under Optimum Double-Drug (Azithromycin and IFN−γ) Therapy: An Immuno-Mathematical Model Analysis\",\"authors\":\"Shu Wang, Amit Kumar Roy\",\"doi\":\"10.1002/mma.11193\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n \\n <p>This article presents a four-dimensional nonlinear immuno-mathematical model to elucidate the crucial role of activated natural killer (NK) cells during the interaction between <i>Salmonella</i> Typhi (<i>S</i>. Typhi) bacteria and macrophages. Analytically, we have demonstrated the direct involvement of NK cell-mediated immune responses through Interferon - \\n<span></span><math>\\n <semantics>\\n <mrow>\\n <mi>γ</mi>\\n </mrow>\\n <annotation>$$ \\\\gamma $$</annotation>\\n </semantics></math> (\\n<span></span><math>\\n <semantics>\\n <mrow>\\n <mi>I</mi>\\n <mi>F</mi>\\n <mi>N</mi>\\n <mo>−</mo>\\n <mi>γ</mi>\\n </mrow>\\n <annotation>$$ IFN-\\\\gamma $$</annotation>\\n </semantics></math>) signaling in the necessary conditions for disease persistence. The stability criteria for disease-free and endemic equilibria are theoretically validated using the basic reproduction number (\\n<span></span><math>\\n <semantics>\\n <mrow>\\n <msub>\\n <mrow>\\n <mi>ℛ</mi>\\n </mrow>\\n <mrow>\\n <mn>0</mn>\\n </mrow>\\n </msub>\\n </mrow>\\n <annotation>$$ {\\\\mathcal{R}}_0 $$</annotation>\\n </semantics></math>) and the Routh-Hurwitz criterion. Our system exhibits a transcritical bifurcation at \\n<span></span><math>\\n <semantics>\\n <mrow>\\n <msub>\\n <mrow>\\n <mi>ℛ</mi>\\n </mrow>\\n <mrow>\\n <mn>0</mn>\\n </mrow>\\n </msub>\\n <mo>=</mo>\\n <mn>1</mn>\\n </mrow>\\n <annotation>$$ {\\\\mathcal{R}}_0&amp;#x0003D;1 $$</annotation>\\n </semantics></math>, indicating changes in the stability of the disease-free and endemic equilibria. We have also investigated the effects of a dual-drug regimen (Azithromycin and \\n<span></span><math>\\n <semantics>\\n <mrow>\\n <mi>I</mi>\\n <mi>F</mi>\\n <mi>N</mi>\\n <mo>−</mo>\\n <mi>γ</mi>\\n </mrow>\\n <annotation>$$ IFN-\\\\gamma $$</annotation>\\n </semantics></math>) by introducing two surrogate control parameters into our model, utilizing optimal control theory. The derived optimal drug dosage pair offers a cost-effective and efficient treatment strategy. For model calibration via numerical simulations, we have collected some parameter values from certain published mouse model studies and also performed sensitivity analysis for \\n<span></span><math>\\n <semantics>\\n <mrow>\\n <msub>\\n <mrow>\\n <mi>ℛ</mi>\\n </mrow>\\n <mrow>\\n <mn>0</mn>\\n </mrow>\\n </msub>\\n </mrow>\\n <annotation>$$ {\\\\mathcal{R}}_0 $$</annotation>\\n </semantics></math> to assess the relative importance of these parameters for our mathematical system. To evaluate the robustness of model predictions against parameter variations, we have computed sensitivity indices and model sustainability across different parameter regions. Numerical results substantiate the outcomes of the control-induced system, and we have compared the results under various maximum control efforts. Our study suggests that combination therapy using Azithromycin and \\n<span></span><math>\\n <semantics>\\n <mrow>\\n <mi>I</mi>\\n <mi>F</mi>\\n <mi>N</mi>\\n <mo>−</mo>\\n <mi>γ</mi>\\n </mrow>\\n <annotation>$$ IFN-\\\\gamma $$</annotation>\\n </semantics></math> with optimum drug efficacy can eradicate 100% <i>S</i>. Typhi infection from infected macrophages within 10 days.</p>\\n </div>\",\"PeriodicalId\":49865,\"journal\":{\"name\":\"Mathematical Methods in the Applied Sciences\",\"volume\":\"48 15\",\"pages\":\"14505-14520\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mathematical Methods in the Applied Sciences\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/mma.11193\",\"RegionNum\":3,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, APPLIED\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mathematical Methods in the Applied Sciences","FirstCategoryId":"100","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/mma.11193","RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0
摘要
本文建立了一个四维非线性免疫数学模型,阐明了活化的自然杀伤细胞(NK)在伤寒沙门氏菌(S. Typhi)与巨噬细胞相互作用中的关键作用。分析上,我们已经证明NK细胞介导的免疫反应通过干扰素- γ $$ \gamma $$ (I F N−γ $$ IFN-\gamma $$)信号直接参与疾病持续的必要条件。利用基本繁殖数(0 $$ {\mathcal{R}}_0 $$)和roth - hurwitz判据,从理论上验证了无病平衡点和地方性平衡点的稳定性判据。我们的系统在f = 0 = 1 $$ {\mathcal{R}}_0&#x0003D;1 $$处出现了跨临界分岔,表明无病平衡和地方性平衡的稳定性发生了变化。我们还利用最优控制理论,通过在模型中引入两个替代控制参数,研究了双药方案(阿奇霉素和I F N−γ $$ IFN-\gamma $$)的效果。导出的最佳药物剂量对提供了一种经济有效的治疗策略。通过数值模拟进行模式校准,我们从某些已发表的小鼠模型研究中收集了一些参数值,并对贡献率0 $$ {\mathcal{R}}_0 $$进行了敏感性分析,以评估这些参数对我们的数学系统的相对重要性。为了评估模型预测对参数变化的稳健性,我们计算了不同参数区域的敏感性指数和模型可持续性。数值结果证实了控制诱导系统的结果,并比较了不同最大控制努力下的结果。我们的研究表明,阿奇霉素和I F N−γ $$ IFN-\gamma $$联合治疗具有最佳的药物疗效,可以根除100% S. Typhi infection from infected macrophages within 10 days.
Unveiling Activated NK Cell Dynamics in Salmonella Typhi Infection Under Optimum Double-Drug (Azithromycin and IFN−γ) Therapy: An Immuno-Mathematical Model Analysis
This article presents a four-dimensional nonlinear immuno-mathematical model to elucidate the crucial role of activated natural killer (NK) cells during the interaction between Salmonella Typhi (S. Typhi) bacteria and macrophages. Analytically, we have demonstrated the direct involvement of NK cell-mediated immune responses through Interferon -
(
) signaling in the necessary conditions for disease persistence. The stability criteria for disease-free and endemic equilibria are theoretically validated using the basic reproduction number (
) and the Routh-Hurwitz criterion. Our system exhibits a transcritical bifurcation at
, indicating changes in the stability of the disease-free and endemic equilibria. We have also investigated the effects of a dual-drug regimen (Azithromycin and
) by introducing two surrogate control parameters into our model, utilizing optimal control theory. The derived optimal drug dosage pair offers a cost-effective and efficient treatment strategy. For model calibration via numerical simulations, we have collected some parameter values from certain published mouse model studies and also performed sensitivity analysis for
to assess the relative importance of these parameters for our mathematical system. To evaluate the robustness of model predictions against parameter variations, we have computed sensitivity indices and model sustainability across different parameter regions. Numerical results substantiate the outcomes of the control-induced system, and we have compared the results under various maximum control efforts. Our study suggests that combination therapy using Azithromycin and
with optimum drug efficacy can eradicate 100% S. Typhi infection from infected macrophages within 10 days.
期刊介绍:
Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome.
Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted.
Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.