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PMID: 42512087 已发表 · epublish 英语

Prioritization of Candidate miRNA Regulators Targeting Fibrotic-Immune Remodeling in Ligamentum Flavum Hypertrophy: An Integrated mRNA-miRNA Transcriptomic Study.

Biomedicines ·第 14 卷 ·第 7 期 ·2026-07-17

Ondul S, Oznam K, Tamdogan T, Yuzbasi MF, Yilmaz I

摘要

Background: Ligamentum flavum hypertrophy (LFH) is a major structural contributor to lumbar spinal stenosis and is characterized by extracellular matrix (ECM) remodeling with an increasingly recognized immune-associated component. However, the regulatory architecture linking disease-associated microRNA (miRNA) dysregulation to LFH transcriptomic remodeling remains incompletely defined. Methods: Public Gene Expression Omnibus datasets were analyzed using an integrated mRNA-miRNA transcriptomic framework. Single-cell RNA sequencing (GSE294458) was used to characterize the cellular landscape of hypertrophic and non-hypertrophic ligamentum flavum, whereas bulk transcriptomic analysis (GSE113212) identified LFH-associated differentially expressed genes. Differentially expressed miRNAs from an ossified ligamentum flavum dataset (GSE106256) were integrated with LFH-associated mRNA profiles through inverse miRNA-mRNA regulatory filtering. Functional enrichment, STRING protein-protein interaction (PPI) analysis, cytoHubba hub gene prioritization, LASSO regression, ROC analysis, remodeling-signature scoring, DGIdb, ChEA, and database-supported miRNA-target annotation were subsequently performed. Results: Single-cell analysis supported fibroblast-, myofibroblast-, and ECM-associated remodeling in hypertrophic ligamentum flavum. Bulk analysis identified nine significant differentially expressed genes, and integration with 33 dysregulated miRNAs generated 651 inverse-regulated core genes. Enrichment analyses highlighted ECM organization, proteoglycan/glycosaminoglycan (GAG) biology, immune cell differentiation, antigen presentation, and NF-κB/Wnt-related pathways. The STRING network included 650 nodes and 547 edges, with significant PPI enrichment (p = 2.04 × 10-14). LASSO prioritized PABPC1 and RPL4 as exploratory candidate hub features showing apparent discovery-cohort discrimination (AUC = 1.00); supplementary uncertainty, internal-stability, and separation-aware sensitivity analyses supported interpretation of this finding as a discovery-cohort signal rather than as independent diagnostic validation. Remodeling-signature analyses showed increased ECM fibrosis and proteoglycan/GAG scores, with inverse associations involving PABPC1 and RPL4. Multi-layer prioritization identified hsa-miR-708-5p as the leading candidate, followed by hsa-miR-23b-3p, hsa-miR-191-5p, hsa-miR-181a-5p, and hsa-miR-653-5p. Conclusions: This integrated mRNA-miRNA transcriptomic analysis delineated a coordinated fibrotic-immune remodeling landscape in LFH and prioritized experimentally testable miRNA candidates linked to network-central regulatory pathways.

关键词
candidate miRNA regulator prioritization extracellular matrix remodeling fibrotic–immune remodeling ligamentum flavum hypertrophy lumbar spinal stenosis mRNA–miRNA integration microRNA regulatory network single-cell RNA sequencing transcriptomics
文献信息
期刊
Biomedicines
期刊简称
Biomedicines
ISSN
2227-9059
发表日期
2026-07-17
语言
英语
国家/地区
Switzerland
NLM ID
101691304
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