mRNA-Based Biomarker Identification for Targeted Therapy Development in Pancreatic Cancer

Pancreatic cancer is one of the highly malignant cancers that have poor prognosis and limited treatment options. The development of targeted therapies is important for improving patient outcomes. In this study, we analyzed the datasets from the GEO database to identify potential mRNA biomarkers for pancreatic cancer. Differentially expressed gene (DEG) analysis was performed in R to identify genes that expressed differentially between tumor and normal samples. TFF1 and LAMC2 emerged as key candidate genes for pancreatic cancer among the identified DEGs. Additionally drugs approved by the FDA were repurposed as an inhibitor against key genes. These findings suggest that these genes play a significant role in pancreatic cancer progression and have the potential to serve as molecular elements for targeted therapies.

Authors

Institutions

Publication Details

Published
2025-03-31
DOI
https://doi.org/10.3390/blsf2025043002
Primary Topic
Pancreatic and Hepatic Oncology Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

mRNA-Based Biomarker Identification for Targeted Therapy Development in Pancreatic Cancer

Rafat Parveen, Saima Firdaus
Pancreatic and Hepatic Oncology Research
article

mRNA-Based Biomarker Identification for Targeted Therapy Development in Pancreatic Cancer

Rafat Parveen, Saima Firdaus
article en

Abstract

Pancreatic cancer is one of the highly malignant cancers that have poor prognosis and limited treatment options. The development of targeted therapies is important for improving patient outcomes. In this study, we analyzed the datasets from the GEO database to identify potential mRNA biomarkers for pancreatic cancer. Differentially expressed gene (DEG) analysis was performed in R to identify genes that expressed differentially between tumor and normal samples. TFF1 and LAMC2 emerged as key candidate genes for pancreatic cancer among the identified DEGs. Additionally drugs approved by the FDA were repurposed as an inhibitor against key genes. These findings suggest that these genes play a significant role in pancreatic cancer progression and have the potential to serve as molecular elements for targeted therapies.

Jamia Millia Islamia (IN)
Openalex Percentile: Top 91%
Pancreatic and Hepatic Oncology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.