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Systematic Inspection of the Clinical Relevance of TP53 Missense Mutations in Gastric Cancer

Authors
Moon, SeongRyeolBalch, CurtPark, SungjinLee, JinhyukSung, JiyongNam, Seungyoon
Issue Date
Sep-2019
Publisher
IEEE COMPUTER SOC
Keywords
Cancer; Bioinformatics; Genomics; Electronic mail; Tumors; Gene expression; Proteins; Bioinformatics; computational biology; biomedical informatics
Citation
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, v.16, no.5, pp.1693 - 1701
Journal Title
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS
Volume
16
Number
5
Start Page
1693
End Page
1701
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/1085
DOI
10.1109/TCBB.2018.2814049
ISSN
1545-5963
Abstract
The "guardian of the genome," TP53, is one of the most frequently mutated genes of all cancers. Despite the important biological roles of TP53, the clinical relevance of TP53 mutations, in gastric cancer (GC), remains largely unknown. Here, we systematically assessed clinical relevance, in terms of TP53 mutation positions, finding substantial variability. Thus, we hypothesized that the position of the TP53 mutation might affect clinical outcomes in GC. We systematically inspected missense mutations in TP53, from a TCGA (The Cancer Genome Atlas) GC dataset in UCSC Xena repository. Specifically, we examined five aspects of each mutational position: (1) the whole gene body; (2) known hot-spots; (3) the DNA-binding domain; (4) the secondary structure of the domain; and (5) individual mutation positions. We then analyzed the clinical outcomes for each aspect. These results showed that, in terms of secondary structure, patients with mutations in turn regions showed poor prognosis, compared to those with mutations in beta strand regions (log rank ${\text{p}}= {{0.043}}$p=0.043). Also, in terms of individual mutation positions, patients having mutations at R248 showed poorer survival than other patients having mutations at different TP53 positions (log rank ${\text{p}}= {{0.035}}$p=0.035).
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