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Updated: Mar 31, 2026

Analysis of Combinatorial miRNA Treatments to Regulate Cell Cycle and Angiogenesis
Published on: March 30, 2019
A systems biology approach for miRNA-mRNA expression patterns analysis in non-small cell lung cancer
Ali Najafi1, Mahmood Tavallaei2, Sayed Mostafa Hosseini2
1Molecular Biology Research Center, Baqiyatallah University of Medical Sciences, Tehran, Iran.
Abstract:
Non-small cell lung cancers (NSCLCs) is a prevalent and heterogeneous subtype of lung cancer accounting for 85 percent of patients. MicroRNAs (miRNAs), a class of small endogenous non-coding RNAs, incorporate into regulation of gene expression post-transcriptionally. Therefore, deregulation of miRNAs' expression has provided further layers of complexity to the molecular etiology and pathogenesis of different diseases and malignancies. Although, until now considerable number of studies has been carried out to illuminate this complexity in NSCLC, they have remained less effective in their goal due to lack of a holistic and integrative systems biology approach which considers all natural elaborations of miRNAs' function. It is able to reliably nominate most affected signaling pathways and therapeutic target genes by deregulated miRNAs during a particular pathological condition. Herein, we utilized a holistic systems biology approach, based on appropriate re-analyses of microarray datasets followed by reliable data filtering, to analyze integrative and combinatorial deregulated miRNA-mRNA interaction network in NSCLC, aiming to ascertain miRNA-dysregulated signaling pathway and potential therapeutic miRNAs and mRNAs which represent a lion' share during various aspects of NSCLC's pathogenesis. Our systems biology approach introduced and nominated 1) important deregulated miRNAs in NSCLCs compared with normal tissue 2) significant and confident deregulated mRNAs which were anti-correlatively targeted by deregulated miRNA in NSCLCs and 3) dysregulated signaling pathways in association with deregulated miRNA-mRNAs interactions in NSCLCs. These results introduce possible mechanism of function of deregulated miRNAs and mRNAs in NSCLC that could be used as potential therapeutic targets.
Insights
This study used a systems biology approach to analyze microRNA-mRNA interactions in non-small cell lung cancer (NSCLC). It identified key deregulated microRNAs, mRNAs, and signaling pathways, offering potential therapeutic targets for NSCLC.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Non-small cell lung cancer (NSCLC) is a major cause of cancer-related deaths.
- MicroRNAs (miRNAs) play crucial roles in gene regulation and disease pathogenesis.
- Previous studies lacked a holistic approach to understand miRNA deregulation in NSCLC.
Purpose of the Study:
- To apply a systems biology approach to analyze miRNA-mRNA interactions in NSCLC.
- To identify deregulated miRNAs, mRNAs, and signaling pathways in NSCLC.
- To nominate potential therapeutic targets for NSCLC.
Main Methods:
- Re-analysis of microarray datasets.
- Data filtering and integrative network analysis.
- Systems biology approach to study miRNA-mRNA interactions.
Main Results:
- Identified important deregulated miRNAs in NSCLC compared to normal tissue.
- Nominated significant deregulated mRNAs targeted by deregulated miRNAs.
- Discovered dysregulated signaling pathways associated with miRNA-mRNA interactions in NSCLC.
Conclusions:
- The study provides a comprehensive understanding of miRNA and mRNA deregulation in NSCLC.
- Identified potential therapeutic targets for NSCLC treatment.
- Highlights the utility of systems biology in cancer research.
Related Concept Videos
MicroRNAs
MicroRNAs
MicroRNAs
lncRNA - Long Non-coding RNAs

