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A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer
BACKGROUND: Genome instability lncRNA (GILnc) is prevalently related with gastric cancer (GC) pathophysiology. However, the study on the relationship GILnc and prognosis and drug sensitivity of GC remains scarce. METHOD: We extracted expression data of 375 GC patients from TCGA cohort and 205 GC pat...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203952/ https://www.ncbi.nlm.nih.gov/pubmed/35696730 http://dx.doi.org/10.1177/03946320221103195 |
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author | Yi, Changhong Zhang, Xiulan Chen, Xia Huang, Birun Song, Jing Ma, Minghui Yuan, Xiaolu Zhang, Chaohao |
author_facet | Yi, Changhong Zhang, Xiulan Chen, Xia Huang, Birun Song, Jing Ma, Minghui Yuan, Xiaolu Zhang, Chaohao |
author_sort | Yi, Changhong |
collection | PubMed |
description | BACKGROUND: Genome instability lncRNA (GILnc) is prevalently related with gastric cancer (GC) pathophysiology. However, the study on the relationship GILnc and prognosis and drug sensitivity of GC remains scarce. METHOD: We extracted expression data of 375 GC patients from TCGA cohort and 205 GC patients from GSE26942 cohort. Then, lncRNA was separated from expression data, and systematically characterized the 8 marker lncRNAs using the LASSO method. Next, we constructed a GILnc model (GILnc score) to quantify the GILnc index of each GC patient. Finally, we analyzed the relationship between GILnc score and clinical traits including survival outcomes, TP53, and drug sensitivity of GC. RESULTS: Based on a computational frame, 205 GILncs in GC has been identified. Then, a 8 GILncs was successfully established to predict overall survival in GC patients based on LASSO analysis, divided GC samples into high GILnc score and low GILnc score groups with significantly different outcome and was validated in multiple independent patient cohorts. Furthermore, GILnc model is better than the prediction performance of two recently published lncRNA signatures, and the high GILnc score group was more sensitive to mitomycin. Besides, the GILnc score has greater prognostic significance than TP53 mutation status alone and is capable of identifying intermediate subtype group existing with partial TP53 functionality in TP53 wild-type patients. Finally, GILnc signature as verified in GSE26942. CONCLUSION: We applied bioinformatics approaches to suggest that a 8 GILnc signature could serve as prognostic biomarkers, and provide a novel direction to explore the pathogenesis of GC. |
format | Online Article Text |
id | pubmed-9203952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-92039522022-06-18 A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer Yi, Changhong Zhang, Xiulan Chen, Xia Huang, Birun Song, Jing Ma, Minghui Yuan, Xiaolu Zhang, Chaohao Int J Immunopathol Pharmacol Original Research Article BACKGROUND: Genome instability lncRNA (GILnc) is prevalently related with gastric cancer (GC) pathophysiology. However, the study on the relationship GILnc and prognosis and drug sensitivity of GC remains scarce. METHOD: We extracted expression data of 375 GC patients from TCGA cohort and 205 GC patients from GSE26942 cohort. Then, lncRNA was separated from expression data, and systematically characterized the 8 marker lncRNAs using the LASSO method. Next, we constructed a GILnc model (GILnc score) to quantify the GILnc index of each GC patient. Finally, we analyzed the relationship between GILnc score and clinical traits including survival outcomes, TP53, and drug sensitivity of GC. RESULTS: Based on a computational frame, 205 GILncs in GC has been identified. Then, a 8 GILncs was successfully established to predict overall survival in GC patients based on LASSO analysis, divided GC samples into high GILnc score and low GILnc score groups with significantly different outcome and was validated in multiple independent patient cohorts. Furthermore, GILnc model is better than the prediction performance of two recently published lncRNA signatures, and the high GILnc score group was more sensitive to mitomycin. Besides, the GILnc score has greater prognostic significance than TP53 mutation status alone and is capable of identifying intermediate subtype group existing with partial TP53 functionality in TP53 wild-type patients. Finally, GILnc signature as verified in GSE26942. CONCLUSION: We applied bioinformatics approaches to suggest that a 8 GILnc signature could serve as prognostic biomarkers, and provide a novel direction to explore the pathogenesis of GC. SAGE Publications 2022-06-13 /pmc/articles/PMC9203952/ /pubmed/35696730 http://dx.doi.org/10.1177/03946320221103195 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Article Yi, Changhong Zhang, Xiulan Chen, Xia Huang, Birun Song, Jing Ma, Minghui Yuan, Xiaolu Zhang, Chaohao A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title | A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title_full | A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title_fullStr | A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title_full_unstemmed | A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title_short | A novel 8-genome instability-associated lncRNAs signature predicting prognosis and drug sensitivity in gastric cancer |
title_sort | novel 8-genome instability-associated lncrnas signature predicting prognosis and drug sensitivity in gastric cancer |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9203952/ https://www.ncbi.nlm.nih.gov/pubmed/35696730 http://dx.doi.org/10.1177/03946320221103195 |
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