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Network analysis identifies DAPK3 as a potential biomarker for lymphatic invasion and colon adenocarcinoma prognosis. | LitMetric

Network analysis identifies DAPK3 as a potential biomarker for lymphatic invasion and colon adenocarcinoma prognosis.

iScience

Department of Biochemistry & Molecular Biology, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada.

Published: August 2021

AI Article Synopsis

  • Colon adenocarcinoma is a common and deadly cancer, making it crucial to find molecular biomarkers that can help improve treatment and patient outcomes.
  • A study analyzed RNA-Seq data from 551 colon cancer patients to investigate gene networks related to cancer cell invasion, revealing a specific module of 151 genes linked to lymphatic invasion—a key factor in aggressive colon cancer.
  • Among these genes, death-associated protein kinase 3 was highlighted as a central hub, and its low expression in patients was associated with worse survival, indicating its potential role in cancer progression.

Article Abstract

Colon adenocarcinoma is a prevalent malignancy with significant mortality. Hence, the identification of molecular biomarkers with prognostic significance is important for improved treatment and patient outcomes. Clinical traits and RNA-Seq of 551 patient samples in the UCSC Toil Recompute Compendium of The Cancer Genome Atlas TARGET and Genotype Tissue Expression project datasets (primary_site = colon) were used for weighted gene co-expression network analysis to reveal the association between gene networks and cancer cell invasion. One module, containing 151 genes, was significantly correlated with lymphatic invasion, a histopathological feature of higher risk colon cancer. (death-associated protein kinase 3) was identified as the pseudohub of the module. Gene ontology identified gene enrichment related to cytoskeletal organization and apoptotic signaling processes, suggesting modular involvement in tumor cell survival, migration, and epithelial-mesenchymal transformation. Although expression was reduced in patients with colon cancer, high expression of was significantly correlated with greater lymphatic invasion and poor overall survival.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC8326195PMC
http://dx.doi.org/10.1016/j.isci.2021.102831DOI Listing

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