Cargando…

DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining

Previous researches have highlighted that low-expressing deoxyribonuclease1-like 3 (DNASE1L3) may play a role as a potential prognostic biomarker in several cancers. However, the diagnosis and prognosis roles of DNASE1L3 gene in lung adenocarcinoma (LUAD) remain largely unknown. This research aimed...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Jianlin, Ding, Junping, Huang, Wenjie, Sun, Lin, Chen, Jinping, Liu, Yangyang, Zhan, Qianmei, Gao, Gan, He, Xiaoling, Qiu, Guowen, Long, Peiying, Wei, Lishu, Lu, Zhenni, Sun, Yifan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636112/
https://www.ncbi.nlm.nih.gov/pubmed/34868195
http://dx.doi.org/10.3389/fgene.2021.699242
_version_ 1784608468738506752
author Chen, Jianlin
Ding, Junping
Huang, Wenjie
Sun, Lin
Chen, Jinping
Liu, Yangyang
Zhan, Qianmei
Gao, Gan
He, Xiaoling
Qiu, Guowen
Long, Peiying
Wei, Lishu
Lu, Zhenni
Sun, Yifan
author_facet Chen, Jianlin
Ding, Junping
Huang, Wenjie
Sun, Lin
Chen, Jinping
Liu, Yangyang
Zhan, Qianmei
Gao, Gan
He, Xiaoling
Qiu, Guowen
Long, Peiying
Wei, Lishu
Lu, Zhenni
Sun, Yifan
author_sort Chen, Jianlin
collection PubMed
description Previous researches have highlighted that low-expressing deoxyribonuclease1-like 3 (DNASE1L3) may play a role as a potential prognostic biomarker in several cancers. However, the diagnosis and prognosis roles of DNASE1L3 gene in lung adenocarcinoma (LUAD) remain largely unknown. This research aimed to explore the diagnosis value, prognostic value, and potential oncogenic roles of DNASE1L3 in LUAD. We performed bioinformatics analysis on LUAD datasets downloaded from TCGA (The Cancer Genome Atlas) and GEO (Gene Expression Omnibus), and jointly analyzed with various online databases. We found that both the mRNA and protein levels of DNASE1L3 in patients with LUAD were noticeably lower than that in normal tissues. Low DNASE1L3 expression was significantly associated with higher pathological stages, T stages, and poor prognosis in LUAD cohorts. Multivariate analysis revealed that DNASE1L3 was an independent factor affecting overall survival (HR = 0.680, p = 0.027). Moreover, decreased DNASE1L3 showed strong diagnostic efficiency for LUAD. Results indicated that the mRNA level of DNASE1L3 was positively correlated with the infiltration of various immune cells, immune checkpoints in LUAD, especially with some m6A methylation regulators. In addition, enrichment function analysis revealed that the co-expressed genes may participate in the process of intercellular signal transduction and transmission. GSEA indicated that DNASE1L3 was positively related to G protein-coupled receptor ligand biding (NES = 1.738; P adjust = 0.044; FDR = 0.033) and G alpha (i) signaling events (NES = 1.635; P adjust = 0.044; FDR = 0.033). Our results demonstrated that decreased DNASE1L3 may serve as a novel diagnostic and prognostic biomarker associating with immune infiltrates in lung adenocarcinoma.
format Online
Article
Text
id pubmed-8636112
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-86361122021-12-02 DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining Chen, Jianlin Ding, Junping Huang, Wenjie Sun, Lin Chen, Jinping Liu, Yangyang Zhan, Qianmei Gao, Gan He, Xiaoling Qiu, Guowen Long, Peiying Wei, Lishu Lu, Zhenni Sun, Yifan Front Genet Genetics Previous researches have highlighted that low-expressing deoxyribonuclease1-like 3 (DNASE1L3) may play a role as a potential prognostic biomarker in several cancers. However, the diagnosis and prognosis roles of DNASE1L3 gene in lung adenocarcinoma (LUAD) remain largely unknown. This research aimed to explore the diagnosis value, prognostic value, and potential oncogenic roles of DNASE1L3 in LUAD. We performed bioinformatics analysis on LUAD datasets downloaded from TCGA (The Cancer Genome Atlas) and GEO (Gene Expression Omnibus), and jointly analyzed with various online databases. We found that both the mRNA and protein levels of DNASE1L3 in patients with LUAD were noticeably lower than that in normal tissues. Low DNASE1L3 expression was significantly associated with higher pathological stages, T stages, and poor prognosis in LUAD cohorts. Multivariate analysis revealed that DNASE1L3 was an independent factor affecting overall survival (HR = 0.680, p = 0.027). Moreover, decreased DNASE1L3 showed strong diagnostic efficiency for LUAD. Results indicated that the mRNA level of DNASE1L3 was positively correlated with the infiltration of various immune cells, immune checkpoints in LUAD, especially with some m6A methylation regulators. In addition, enrichment function analysis revealed that the co-expressed genes may participate in the process of intercellular signal transduction and transmission. GSEA indicated that DNASE1L3 was positively related to G protein-coupled receptor ligand biding (NES = 1.738; P adjust = 0.044; FDR = 0.033) and G alpha (i) signaling events (NES = 1.635; P adjust = 0.044; FDR = 0.033). Our results demonstrated that decreased DNASE1L3 may serve as a novel diagnostic and prognostic biomarker associating with immune infiltrates in lung adenocarcinoma. Frontiers Media S.A. 2021-11-15 /pmc/articles/PMC8636112/ /pubmed/34868195 http://dx.doi.org/10.3389/fgene.2021.699242 Text en Copyright © 2021 Chen, Ding, Huang, Sun, Chen, Liu, Zhan, Gao, He, Qiu, Long, Wei, Lu and Sun. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Genetics
Chen, Jianlin
Ding, Junping
Huang, Wenjie
Sun, Lin
Chen, Jinping
Liu, Yangyang
Zhan, Qianmei
Gao, Gan
He, Xiaoling
Qiu, Guowen
Long, Peiying
Wei, Lishu
Lu, Zhenni
Sun, Yifan
DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title_full DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title_fullStr DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title_full_unstemmed DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title_short DNASE1L3 as a Novel Diagnostic and Prognostic Biomarker for Lung Adenocarcinoma Based on Data Mining
title_sort dnase1l3 as a novel diagnostic and prognostic biomarker for lung adenocarcinoma based on data mining
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8636112/
https://www.ncbi.nlm.nih.gov/pubmed/34868195
http://dx.doi.org/10.3389/fgene.2021.699242
work_keys_str_mv AT chenjianlin dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT dingjunping dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT huangwenjie dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT sunlin dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT chenjinping dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT liuyangyang dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT zhanqianmei dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT gaogan dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT hexiaoling dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT qiuguowen dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT longpeiying dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT weilishu dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT luzhenni dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining
AT sunyifan dnase1l3asanoveldiagnosticandprognosticbiomarkerforlungadenocarcinomabasedondatamining