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Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer
BACKGROUND: Characterized by multiple features, genomic stability-related markers, such as microsatellite instability (MSI), were regulated as an important predictor of chemotherapy and immunity responses in cancer treatment. The aim of our study was to identify a genomic instability-associated long...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8422092/ https://www.ncbi.nlm.nih.gov/pubmed/34532463 http://dx.doi.org/10.21037/atm-21-3569 |
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author | Sun, Jie Jiang, Quan Chen, Hao Zhang, Qi Zhao, Junjie Li, Haojie Wang, Xuefei Fang, Yong Ruan, Yuanyuan Sun, Yihong |
author_facet | Sun, Jie Jiang, Quan Chen, Hao Zhang, Qi Zhao, Junjie Li, Haojie Wang, Xuefei Fang, Yong Ruan, Yuanyuan Sun, Yihong |
author_sort | Sun, Jie |
collection | PubMed |
description | BACKGROUND: Characterized by multiple features, genomic stability-related markers, such as microsatellite instability (MSI), were regulated as an important predictor of chemotherapy and immunity responses in cancer treatment. The aim of our study was to identify a genomic instability-associated long non-coding RNA (lncRNA) signature to help predict the survival and therapy response of gastric cancers (GCs). METHODS: We used RNA sequencing and single nucleotide variant (SNV) data from The Cancer Genome Atlas-stomach adenocarcinoma (TCGA-STAD) datasets to explore genomic instability-associated lncRNAs. Hierarchical cluster analyses of 197 differentially expressed genomic instability-associated lncRNAs were performed to separate GC patients into two groups, namely, the genomically unstable (GU)-like group and the genomically stable (GS)-like group. RESULTS: Cox regression analysis was conducted to finally identify six lncRNAs (LINC02678, HOXA10-AS, RHOXF1-AS1, AC010789.1, LINC01150, and TGFB2-AS1) with independent prognostic value to establish the genomic instability-associated lncRNA signature (GILncSig). Based on the SNV analysis, GILncSig was correlated with accumulation of gene mutation counts. Further comparisons between different risk score groups were performed to assess chemotherapy drug sensitivity and immune landscape variations. CONCLUSIONS: Our study not only revealed the genomic instability-associated lncRNAs in GCs, but provided a key method and resource for further studies of the role of these lncRNAs play, and introduced a potential new way to identify genomic instability-associated cancer biomarkers. |
format | Online Article Text |
id | pubmed-8422092 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-84220922021-09-15 Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer Sun, Jie Jiang, Quan Chen, Hao Zhang, Qi Zhao, Junjie Li, Haojie Wang, Xuefei Fang, Yong Ruan, Yuanyuan Sun, Yihong Ann Transl Med Original Article BACKGROUND: Characterized by multiple features, genomic stability-related markers, such as microsatellite instability (MSI), were regulated as an important predictor of chemotherapy and immunity responses in cancer treatment. The aim of our study was to identify a genomic instability-associated long non-coding RNA (lncRNA) signature to help predict the survival and therapy response of gastric cancers (GCs). METHODS: We used RNA sequencing and single nucleotide variant (SNV) data from The Cancer Genome Atlas-stomach adenocarcinoma (TCGA-STAD) datasets to explore genomic instability-associated lncRNAs. Hierarchical cluster analyses of 197 differentially expressed genomic instability-associated lncRNAs were performed to separate GC patients into two groups, namely, the genomically unstable (GU)-like group and the genomically stable (GS)-like group. RESULTS: Cox regression analysis was conducted to finally identify six lncRNAs (LINC02678, HOXA10-AS, RHOXF1-AS1, AC010789.1, LINC01150, and TGFB2-AS1) with independent prognostic value to establish the genomic instability-associated lncRNA signature (GILncSig). Based on the SNV analysis, GILncSig was correlated with accumulation of gene mutation counts. Further comparisons between different risk score groups were performed to assess chemotherapy drug sensitivity and immune landscape variations. CONCLUSIONS: Our study not only revealed the genomic instability-associated lncRNAs in GCs, but provided a key method and resource for further studies of the role of these lncRNAs play, and introduced a potential new way to identify genomic instability-associated cancer biomarkers. AME Publishing Company 2021-08 /pmc/articles/PMC8422092/ /pubmed/34532463 http://dx.doi.org/10.21037/atm-21-3569 Text en 2021 Annals of Translational Medicine. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Sun, Jie Jiang, Quan Chen, Hao Zhang, Qi Zhao, Junjie Li, Haojie Wang, Xuefei Fang, Yong Ruan, Yuanyuan Sun, Yihong Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title | Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title_full | Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title_fullStr | Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title_full_unstemmed | Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title_short | Genomic instability-associated lncRNA signature predicts prognosis and distinct immune landscape in gastric cancer |
title_sort | genomic instability-associated lncrna signature predicts prognosis and distinct immune landscape in gastric cancer |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8422092/ https://www.ncbi.nlm.nih.gov/pubmed/34532463 http://dx.doi.org/10.21037/atm-21-3569 |
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