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通过系统生物学破解皮肤利什曼病的分子机制、发病机制和药物再利用。

Deciphering Molecular Mechanisms of Cutaneous Leishmaniasis, Pathogenesis and Drug Repurposing through Systems Biology.

机构信息

Student Research Committee, Department of Medical Biotechnology, School of Advanced Technologies in Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

Cellular and Molecular Biology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran.

出版信息

Iran Biomed J. 2024 Jul 1;28(4):179-91. doi: 10.61186/ibj.4177.


DOI:10.61186/ibj.4177
PMID:39036455
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11444485/
Abstract

BACKGROUND: Cutaneous leishmaniasis (CL) is a major health problem caused by an intracellular pathogen of the genus Leishmania. CL results in morphologically distinct skin injuries, ranging from nodules to plaques and ulcers, which persist as a recuperating incessant injury depending on the type of contaminating parasite. There is still no effective treatment to reduce the skin lesions in patients infected with CL. The aim of this study was to develop strategies to treat skin lesions in CL patients. METHODS: We retrieved the transcriptomic data of skin lesions from patients with CL and normal skin from the gene Expression Omnibus (GEO) database. The protein-protein interaction network (PPIN) was constructed using the STRING database and Cytoscape v3.10.1 software. Critical genes were identified by topological network analysis and cluster detection. Finally, gene ontology and repurposing drugs for critical genes were determined. RESULTS: CD8A, IFNG, IL-6, PTPRC, CCR7, TLR2, GSTA5, CYBB, IL-12RB2, ITGB2, FCGR3A, CTLA4, and IFNG were identified as the critical genes in PPIN and subnetworks. Enrichment analysis revealed that T-cell receptor signaling, toll-like receptor signaling, cytokine-cytokine receptor interaction, graft-versus-host disease, leishmaniasis, chemokine signaling, primary immunodeficiency, and Th17 cell differentiation were the major pathways associated with critical genes. The drug repurposing results identified cyclosporine, rituximab, infliximab, blinatumomab, and methylprednisolone as candidates for treatment of CL. CONCLUSION: After validating our model with available experimental data, we found that critical molecules and drug candidates play a crucial role in the treatment of skin lesions caused by Leishmania in prospective studies.

摘要

背景:皮肤利什曼病(CL)是由利什曼属的细胞内病原体引起的主要健康问题。CL 导致形态上明显不同的皮肤损伤,从结节到斑块和溃疡不等,根据污染寄生虫的类型,这些损伤持续不断地恢复。目前还没有有效的治疗方法来减少 CL 患者的皮肤损伤。本研究旨在开发治疗 CL 患者皮肤损伤的策略。

方法:我们从基因表达综合数据库(GEO)中检索了 CL 患者和正常皮肤的皮肤损伤转录组数据。使用 STRING 数据库和 Cytoscape v3.10.1 软件构建蛋白质-蛋白质相互作用网络(PPIN)。通过拓扑网络分析和聚类检测确定关键基因。最后,确定关键基因的基因本体论和再利用药物。

结果:在 PPIN 和子网络中,鉴定出 CD8A、IFNG、IL-6、PTPRC、CCR7、TLR2、GSTA5、CYBB、IL-12RB2、ITGB2、FCGR3A、CTLA4 和 IFNG 为关键基因。富集分析表明,T 细胞受体信号、 Toll 样受体信号、细胞因子-细胞因子受体相互作用、移植物抗宿主病、利什曼病、趋化因子信号、原发性免疫缺陷和 Th17 细胞分化是与关键基因相关的主要途径。药物再利用结果确定环孢素、利妥昔单抗、英夫利昔单抗、blinatumomab 和甲基强的松龙为治疗 CL 的候选药物。

结论:在使用现有实验数据验证我们的模型后,我们发现关键分子和药物候选物在预期研究中对治疗利什曼引起的皮肤损伤起着至关重要的作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/8a56a191540f/ibj-28-179-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/8837e04cf024/ibj-28-179-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/624a1617f019/ibj-28-179-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/8a56a191540f/ibj-28-179-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/8837e04cf024/ibj-28-179-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/624a1617f019/ibj-28-179-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1764/11444485/8a56a191540f/ibj-28-179-g003.jpg

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本文引用的文献

[1]
Transcriptome Analysis Identifies the Crosstalk between Dendritic and Natural Killer Cells in Human Cutaneous Leishmaniasis.

Microorganisms. 2023-7-29

[2]
Bladder cancer immunomodulatory effects of intravesical Nitazoxanide, Rapamycin, Thalidomide and Bacillus Calmette-Guérin (BCG).

World J Urol. 2023-9

[3]
Acute graft-versus-host disease.

Nat Rev Dis Primers. 2023-6-8

[4]
Deciphering molecular mechanisms of SARS-CoV-2 pathogenesis and drug repurposing through GRN motifs: a comprehensive systems biology study.

3 Biotech. 2023-4

[5]
Cutaneous Leishmaniasis: A 2022 Updated Narrative Review into Diagnosis and Management Developments.

Am J Clin Dermatol. 2022-11

[6]
The Multi-Functional Roles of CCR7 in Human Immunology and as a Promising Therapeutic Target for Cancer Therapeutics.

Front Mol Biosci. 2022-7-6

[7]
Toll-Like Receptor Signaling and Its Role in Cell-Mediated Immunity.

Front Immunol. 2022-3-3

[8]
Treatment of Cutaneous Leishmaniasis and Insights into Species-Specific Responses: A Narrative Review.

Infect Dis Ther. 2022-4

[9]
Blockade of TLR2 and TLR4 Attenuates Inflammatory Response and Parasite Load in Cutaneous Leishmaniasis.

Front Immunol. 2021

[10]
Regulatory mechanisms of immune checkpoints PD-L1 and CTLA-4 in cancer.

J Exp Clin Cancer Res. 2021-6-4

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