Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Yi, Changhong, Zhang, Xiulan, Chen, Xia, Huang, Birun, Song, Jing, Ma, Minghui, Yuan, Xiaolu, Zhang, Chaohao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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
_version_ 1784728805046222848
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
work_keys_str_mv AT yichanghong anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT zhangxiulan anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT chenxia anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT huangbirun anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT songjing anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT maminghui anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT yuanxiaolu anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT zhangchaohao anovel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT yichanghong novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT zhangxiulan novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT chenxia novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT huangbirun novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT songjing novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT maminghui novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT yuanxiaolu novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer
AT zhangchaohao novel8genomeinstabilityassociatedlncrnassignaturepredictingprognosisanddrugsensitivityingastriccancer