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Published on: May 17, 2019
Neural functions in cancer: Data analyses and database construction
Renbo Tan1,2, Feilong Wang1,2, Yi Zhou3
1Key Laboratory of Symbolic Computation and knowledge Engineering, College of Computer Science and Technology, Jilin University, Changchun, China.
Neural functions significantly impact cancer development and survival. This study reveals novel neural gene roles in cancer prognosis, metastasis, and malignancy, organizing findings in the new NGC database.
Area of Science:
- Cancer Biology
- Neuroscience
- Bioinformatics
Background:
- Neural functions are increasingly recognized as critical in cancer development, linking microenvironment, intracellular processes, and cell survival.
- Existing knowledge on neural system roles in cancer is fragmented, hindering comprehensive research.
- A systems-level understanding of cancer biology requires integrating neural system functions.
Purpose of the Study:
- To computationally derive functional roles of neural genes in cancer.
- To identify non-neural functions associated with neural genes across various cancer types and stages.
- To develop an integrated database (NGC) for cancer researchers.
Main Methods:
- Computational analysis of transcriptomic data from The Cancer Genome Atlas (TCGA) and Genotype-Tissue Expression (GTEx) databases.
- Analysis across 26 cancer types and different disease stages.
- Integration of gene expression, functional annotations, and derived neural functions.
Main Results:
- Neural gene expression can predict cancer patient prognosis.
- Specific neural functions are implicated in cancer metastasis.
- Cancers with lower survival rates exhibit more complex neural interactions.
- Higher malignancy correlates with more intricate neural functions.
- Neural functions appear to be induced to mitigate stress and promote cancer cell survival.
Conclusions:
- Neural genes play diverse and significant roles across cancer development, progression, and patient outcomes.
- The developed NGC database provides a valuable, integrated resource for cancer research.
- Understanding neural-cancer interactions offers new avenues for therapeutic strategies.
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