MMP9 in macrophages: A pivotal biomarker associated with immune dysregulation in interstitial cystitis/bladder pain syndrome

BACKGROUND: Studies suggest that immune abnormalities play a significant role in the pathophysiology of interstitial cystitis/bladder pain syndrome (IC/BPS), yet reliable targets and biomarkers for immune intervention remain unidentified. The aim of this study was to explore the immune key targets and biomarkers that are crucial in IC/BPS. METHODS: Single-cell RNA sequencing (scRNA-seq) and bulk RNA sequencing (bulk RNA-seq) data were integrated to analyze the immune microenvironment in IC/BPS. scRNA-seq data (GSE164557) were processed with the Seurat package, while bulk RNA-seq data (GSE11783, GSE11839, GSE28242, GSE57560) were batch-corrected using limma. Differential expression analysis was performed with limma, and immune cell infiltration was assessed through CIBERSORT. A binary classification machine learning model was built using 14 algorithms to identify key genes. Functional enrichment and gene regulatory networks were analyzed using GSEA, ORA, and pySCENIC. RESULTS: Our findings revealed substantial dysregulation of immune cell homeostasis in IC/BPS patients, characterized by aberrant macrophage polarization and T cell subset dysregulation. MMP9 has been identified as a key gene that is highly expressed in IC/BPS, particularly in macrophages. Functional annotation showed that MMP9 expression is positively correlated with the enrichment of immune pathways such as leukocyte activation and phagocytosis, and single-cell analysis demonstrated enhanced phagocytic activity in MMP9+ macrophages. Additionally, potential MMP9-targeting drugs, including teriflunomide, captopril, minocycline, and ilomastat, were identified through CMap database screening and molecular docking. CONCLUSION: This study highlights MMP9 as a key macrophage biomarker in IC/BPS, where its elevated expression is closely linked to enhanced phagocytic activity and the activation of immune-related signaling pathways.

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Publication Details

Journal
Urologia Journal
Published
2026-04-24
DOI
https://doi.org/10.1177/03915603261440236
Primary Topic
Urinary Bladder and Prostate Research
Type
article
Field-Weighted Citation Impact
0.00

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article

MMP9 in macrophages: A pivotal biomarker associated with immune dysregulation in interstitial cystitis/bladder pain syndrome

Zhen Guo, Shixue Liu, Xingyou Dong, Jiang Zhao et al.
Urologia Journal
Urinary Bladder and Prostate Research
article

MMP9 in macrophages: A pivotal biomarker associated with immune dysregulation in interstitial cystitis/bladder pain syndrome

Zhen Guo, Shixue Liu, Xingyou Dong, Jiang Zhao, Chao He, Chun Chen, Xiaohui Chen
article en

Abstract

BACKGROUND: Studies suggest that immune abnormalities play a significant role in the pathophysiology of interstitial cystitis/bladder pain syndrome (IC/BPS), yet reliable targets and biomarkers for immune intervention remain unidentified. The aim of this study was to explore the immune key targets and biomarkers that are crucial in IC/BPS. METHODS: Single-cell RNA sequencing (scRNA-seq) and bulk RNA sequencing (bulk RNA-seq) data were integrated to analyze the immune microenvironment in IC/BPS. scRNA-seq data (GSE164557) were processed with the Seurat package, while bulk RNA-seq data (GSE11783, GSE11839, GSE28242, GSE57560) were batch-corrected using limma. Differential expression analysis was performed with limma, and immune cell infiltration was assessed through CIBERSORT. A binary classification machine learning model was built using 14 algorithms to identify key genes. Functional enrichment and gene regulatory networks were analyzed using GSEA, ORA, and pySCENIC. RESULTS: Our findings revealed substantial dysregulation of immune cell homeostasis in IC/BPS patients, characterized by aberrant macrophage polarization and T cell subset dysregulation. MMP9 has been identified as a key gene that is highly expressed in IC/BPS, particularly in macrophages. Functional annotation showed that MMP9 expression is positively correlated with the enrichment of immune pathways such as leukocyte activation and phagocytosis, and single-cell analysis demonstrated enhanced phagocytic activity in MMP9+ macrophages. Additionally, potential MMP9-targeting drugs, including teriflunomide, captopril, minocycline, and ilomastat, were identified through CMap database screening and molecular docking. CONCLUSION: This study highlights MMP9 as a key macrophage biomarker in IC/BPS, where its elevated expression is closely linked to enhanced phagocytic activity and the activation of immune-related signaling pathways.

Urologia Journal
Army Medical University (CN), Chongqing University (CN), Dalian Medical University (CN), Second Affiliated Hospital of Chongqing Medical University (CN), First People's Hospital of Chongqing (CN), Chongqing Medical University (CN)
Chongqing Municipal Education Commission
Good health and well-being
Openalex Percentile: Top 12%
Urinary Bladder and Prostate Research
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