# The Construction of ceRNA Regulatory Network Unraveled Prognostic Biomarkers and Repositioned Drug Candidates for the Management of Pancreatic Ductal Adenocarcinoma

**Authors:** Busra Aydin, Keziban Okutan, Ozge Onluturk Aydogan, Raghu Sinha, Beste Turanli

PMC · DOI: 10.3390/cimb47070496 · 2025-06-27

## TL;DR

This study identifies key biomarkers and repurposed drugs for pancreatic cancer using a network of RNA interactions.

## Contribution

A novel ceRNA regulatory network was constructed to uncover PDAC-specific biomarkers and drug candidates.

## Key findings

- A ceRNA network with 12 circRNAs, 64 genes, and 6 miRNAs was built for PDAC.
- Hub genes ADAM12, MET, QKI, SEC23A, and ZEB2 showed significant survival associations.
- Vorinostat, meclocycline sulfosalicylate, and trichostatin A showed strong binding to hub genes.

## Abstract

Pancreatic ductal adenocarcinoma (PDAC) is one of the most lethal cancer types due to its late diagnosis, low survival rates, and high frequency of metastasis. Considering the molecular mechanism of PDAC development has not been fully elucidated, this study aimed to shed more light on the molecular regulatory signatures of circular RNAs (circRNAs) in PDAC progression and provide a different perspective to identify potential biomarkers as well as discover candidate repositioned drug molecules for the prevention or treatment of PDAC with network-based integrative analysis. The mRNA, miRNA, and circRNA expression profiles of PDAC were obtained from nine microarray datasets. Differentially expressed genes (DEGs), microRNAs (DEmiRNAs), and circular RNAs (DEcircRNAs) were identified. The competing endogenous RNA (ceRNA; DEG–DEmiRNA–DEcircRNA) regulatory network was constructed, which included 12 DEcircRNAs, 64 DEGs, and 6 miRNAs specific to PDAC. The ADAM12, MET, QKI, SEC23A, and ZEB2 were identified as hub genes and demonstrated significant survival probability for PDAC. In addition to providing novel biomarkers for diagnosis that can be detected non-invasively, the secretion levels of hub genes-associated proteins were found in plasma, serum, and oral epithelium. The drug repositioning analysis revealed vorinostat, meclocycline sulfosalicylate, and trichostatin A, which exhibited significant binding affinities to the hub genes compared to their inhibitors via molecular docking analysis.

## Linked entities

- **Genes:** ADAM12 (ADAM metallopeptidase domain 12) [NCBI Gene 8038], MET (MET proto-oncogene, receptor tyrosine kinase) [NCBI Gene 4233], QKI (QKI, KH domain containing RNA binding) [NCBI Gene 9444], SEC23A (SEC23 homolog A, COPII component) [NCBI Gene 10484], ZEB2 (zinc finger E-box binding homeobox 2) [NCBI Gene 9839]
- **Chemicals:** vorinostat (PubChem CID 5311), meclocycline sulfosalicylate (PubChem CID 54676538), trichostatin A (PubChem CID 444732)
- **Diseases:** Pancreatic ductal adenocarcinoma (MONDO:0005184)

## Full-text entities

- **Genes:** SEC23A (SEC23 homolog A, COPII component) [NCBI Gene 10484] {aka CLSD, hSec23A}, ADAM12 (ADAM metallopeptidase domain 12) [NCBI Gene 8038] {aka ADAM12-OT1, CAR10, MCMP, MCMPMltna, MLTN, MLTNA}, ZEB2 (zinc finger E-box binding homeobox 2) [NCBI Gene 9839] {aka HSPC082, SIP-1, SIP1, SMADIP1, ZFHX1B}, QKI (QKI, KH domain containing RNA binding) [NCBI Gene 9444] {aka Hqk, QK, QK1, QK3, hqkI}, SLTM (SAFB like transcription modulator) [NCBI Gene 79811] {aka Met}
- **Diseases:** PDAC (MESH:D021441), metastasis (MESH:D009362), cancer (MESH:D009369)
- **Chemicals:** meclocycline sulfosalicylate (MESH:C100122), trichostatin A (MESH:C012589), vorinostat (MESH:D000077337)

## Figures

7 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12293328/full.md

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Source: https://tomesphere.com/paper/PMC12293328