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ITGA2, LAMB3, and LAMC2 May Be the Potential Therapeutic Targets in Pancreatic Ductal Adenocarcinoma: an Integrated Bioinformatics Analysis
- Source :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-16 (2021)
- Publication Year :
- 2021
- Publisher :
- Research Square Platform LLC, 2021.
-
Abstract
- Pancreatic ductal adenocarcinoma (PDAC) is the most common form of pancreatic cancer with an abysmal prognosis rate over the last few decades. Early diagnosis and prevention could effectively combat this malignancy. Therefore, it is crucial to discover potential biomarkers to identify asymptomatic premalignant or early malignant tumors of PDAC. Gene expression analysis is a powerful technique to identify candidate biomarkers involved in disease progression. In the present study, five independent gene expression datasets, including 321 PDAC tissues and 208 adjacent non-cancerous tissue samples, were subjected to statistical and bioinformatics analysis. A total of 20 differentially expressed genes (DEGs) were identified in PDAC tissues compared to non-cancerous tissue samples. Gene ontology and pathway enrichment analysis showed that DEGs were mainly enriched in extracellular matrix (ECM), cell adhesion, ECM–receptor interaction, and focal adhesion signalling. The protein–protein interaction network was constructed, and the hub genes were evaluated. Collagen type XII alpha 1 chain (COL12A1), fibronectin 1 (FN1), integrin subunit alpha 2 (ITGA2), laminin subunit beta 3 (LAMB3), laminin subunit gamma 2 (LAMC2), thrombospondin 2 (THBS2), and versican (VCAN) were identified as hub genes. The correlation analysis revealed that identified hub genes were significantly interconnected. Wherein COL12A1, FN1, ITGA2, LAMB3, LAMC2, and THBS2 were significantly associated with PDAC pathological stages. The Kaplan–Meier survival plots revealed that ITGA2, LAMB3, and LAMC2 expression were inversely correlated with a prolonged patient survival period. Furthermore, the Human Protein Atlas database was used to validate the expression and cellular origins of hub genes encoded proteins. The protein expression of hub genes was higher in pancreatic cancer tissue than in normal pancreatic tissue samples, wherein ITGA2, LAMB3, and LAMC2 were exclusively expressed in pancreatic cancer cells. Pancreatic cancer cell-specific expression of these three proteins may play pleiotropic roles in cancer progression. Our results collectively suggest that ITGA2, LAMB3, and LAMC2 could provide deep insights into pancreatic carcinogenesis molecular mechanisms and provide attractive therapeutic targets.<br />peer-reviewed
- Subjects :
- Bioinformatics
Science
Integrin
Integrin alpha2
Datasets as Topic
Laminin Subunit Gamma-2
Article
Computational biology
Extracellular matrix
Gene expression analysis
Laminin
Pancreatic cancer
Gene expression
medicine
Humans
RNA, Messenger
Cancer
Multidisciplinary
biology
Gene Expression Profiling
Computational Biology
Pancreas -- Cancer -- Diagnosis
medicine.disease
Survival Analysis
Pancreatic Neoplasms
biology.protein
Cancer research
Medicine
Versican
Cell Adhesion Molecules
Carcinoma, Pancreatic Ductal
Signal Transduction
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Scientific Reports, Scientific Reports, Vol 11, Iss 1, Pp 1-16 (2021)
- Accession number :
- edsair.doi.dedup.....e67c1294cdc322b6a52a21948261716b
- Full Text :
- https://doi.org/10.21203/rs.3.rs-379158/v1