Integrated Meta-Omics Analysis Unveils the Pathways Modulating Tumorigenesis and Proliferation in High-Grade Meningioma

Cells. 2023 Oct 18;12(20):2483. doi: 10.3390/cells12202483.

Abstract

Meningioma, a primary brain tumor, is commonly encountered and accounts for 39% of overall CNS tumors. Despite significant progress in clinical research, conventional surgical and clinical interventions remain the primary treatment options for meningioma. Several proteomics and transcriptomics studies have identified potential markers and altered biological pathways; however, comprehensive exploration and data integration can help to achieve an in-depth understanding of the altered pathobiology. This study applied integrated meta-analysis strategies to proteomic and transcriptomic datasets comprising 48 tissue samples, identifying around 1832 common genes/proteins to explore the underlying mechanism in high-grade meningioma tumorigenesis. The in silico pathway analysis indicated the roles of extracellular matrix organization (EMO) and integrin binding cascades in regulating the apoptosis, angiogenesis, and proliferation responsible for the pathobiology. Subsequently, the expression of pathway components was validated in an independent cohort of 32 fresh frozen tissue samples using multiple reaction monitoring (MRM), confirming their expression in high-grade meningioma. Furthermore, proteome-level changes in EMO and integrin cell surface interactions were investigated in a high-grade meningioma (IOMM-Lee) cell line by inhibiting integrin-linked kinase (ILK). Inhibition of ILK by administrating Cpd22 demonstrated an anti-proliferative effect, inducing apoptosis and downregulating proteins associated with proliferation and metastasis, which provides mechanistic insight into the disease pathophysiology.

Keywords: apoptosis; extracellular matrix organization (EMO); integrated-omics; integrin-linked kinase (ILK); meningioma; meta-analysis; proteomics; transcriptomics.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Cell Line, Tumor
  • Cell Proliferation
  • Cell Transformation, Neoplastic
  • Humans
  • Integrins
  • Meningeal Neoplasms* / genetics
  • Meningioma* / genetics
  • Proteomics

Substances

  • Integrins

Grants and funding

The study was funded through MHRD-UAY (UCHHATAR AVISHKAR YOJANA), project #34_IITB (2016) to SS and MASSFIIT (Mass Spectrometry Facility, IIT Bombay) for MS-based proteomics work (BT/PR13114/INF/22/206/2015). We also thank MERCK-COE (DO/2021-MLSP) for their extended support. AH was funded by the Ministry of Education, India, through the Prime Minister’s Research Fellowship (PMRF) program. D.B. was funded by the University Grants Commission (UGC) through the UGC fellowship program.