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Updated: Jul 19, 2025

CRISPR Gene Editing Tool for MicroRNA Cluster Network Analysis
Published on: April 25, 2022
Integrative genetic and genomic networks identify microRNA associated with COPD and ILD
Ana B Pavel1,2, Carly Garrison3, Lingqi Luo3
1Department of Medicine, Boston University School of Medicine, 72 East Concord St, Boston, MA, 02118, USA. anapavel@bu.edu.
Abstract:
Chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD) are clinically and molecularly heterogeneous diseases. We utilized clustering and integrative network analyses to elucidate roles for microRNAs (miRNAs) and miRNA isoforms (isomiRs) in COPD and ILD pathogenesis. Short RNA sequencing was performed on 351 lung tissue samples of COPD (n = 145), ILD (n = 144) and controls (n = 64). Five distinct subclusters of samples were identified including 1 COPD-predominant cluster and 2 ILD-predominant clusters which associated with different clinical measurements of disease severity. Utilizing 262 samples with gene expression and SNP microarrays, we built disease-specific genetic and expression networks to predict key miRNA regulators of gene expression. Members of miR-449/34 family, known to promote airway differentiation by repressing the Notch pathway, were among the top connected miRNAs in both COPD and ILD networks. Genes associated with miR-449/34 members in the disease networks were enriched among genes that increase in expression with airway differentiation at an air-liquid interface. A highly expressed isomiR containing a novel seed sequence was identified at the miR-34c-5p locus. 47% of the anticorrelated predicted targets for this isomiR were distinct from the canonical seed sequence for miR-34c-5p. Overexpression of the canonical miR-34c-5p and the miR-34c-5p isomiR with an alternative seed sequence down-regulated NOTCH1 and NOTCH4. However, only overexpression of the isomiR down-regulated genes involved in Ras signaling such as CRKL and GRB2. Overall, these findings elucidate molecular heterogeneity inherent across COPD and ILD patients and further suggest roles for miR-34c in regulating disease-associated gene-expression.
Insights
MicroRNAs (miRNAs) and their isoforms (isomiRs) play roles in chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD). miR-34c and a novel isomiR regulate Notch and Ras signaling pathways, revealing molecular heterogeneity in these lung diseases.
Area of Science:
- Pulmonary Medicine
- Molecular Biology
- Genomics
Background:
- Chronic obstructive pulmonary disease (COPD) and interstitial lung disease (ILD) are complex lung conditions with significant molecular heterogeneity.
- Understanding the molecular underpinnings of COPD and ILD is crucial for developing targeted therapies.
Purpose of the Study:
- To investigate the roles of microRNAs (miRNAs) and miRNA isoforms (isomiRs) in the pathogenesis of COPD and ILD.
- To identify key miRNA regulators and their associated gene networks in distinct patient subgroups.
Main Methods:
- Short RNA sequencing of lung tissue from COPD, ILD, and control samples.
- Clustering and integrative network analyses to identify disease-specific molecular signatures.
- Gene expression and SNP microarrays to build genetic and expression networks.
Main Results:
- Five distinct sample subclusters were identified, with COPD- and ILD-predominant groups correlating with disease severity.
- The miR-449/34 family emerged as key miRNA regulators in both COPD and ILD networks, influencing airway differentiation genes.
- A novel miR-34c-5p isomiR with an alternative seed sequence was identified, distinct from canonical targets and capable of down-regulating Ras signaling pathway genes.
Conclusions:
- These findings highlight the molecular heterogeneity within COPD and ILD patient populations.
- MiR-34c and its novel isomiR are implicated in regulating key signaling pathways (Notch and Ras) relevant to lung disease pathogenesis.
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