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Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer

BACKGROUND: Mitochondrial ribosomal protein L15 (MRPL15), a member of mitochondrial ribosomal proteins whose abnormal expression is related to tumorigenesis. However, the prognostic value and regulatory mechanisms of MRPL15 in non-small-cell lung cancer (NSCLC) remain unclear. METHODS: GEPIA, ONCOMI...

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Autores principales: Zeng, Yangyang, Shi, Yingying, Xu, Lu, Zeng, Yulan, Cui, Xiao, Wang, Yuan, Yang, Ningning, Zhou, Fuxiang, Zhou, Yunfeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138120/
https://www.ncbi.nlm.nih.gov/pubmed/34026630
http://dx.doi.org/10.3389/fonc.2021.656172
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author Zeng, Yangyang
Shi, Yingying
Xu, Lu
Zeng, Yulan
Cui, Xiao
Wang, Yuan
Yang, Ningning
Zhou, Fuxiang
Zhou, Yunfeng
author_facet Zeng, Yangyang
Shi, Yingying
Xu, Lu
Zeng, Yulan
Cui, Xiao
Wang, Yuan
Yang, Ningning
Zhou, Fuxiang
Zhou, Yunfeng
author_sort Zeng, Yangyang
collection PubMed
description BACKGROUND: Mitochondrial ribosomal protein L15 (MRPL15), a member of mitochondrial ribosomal proteins whose abnormal expression is related to tumorigenesis. However, the prognostic value and regulatory mechanisms of MRPL15 in non-small-cell lung cancer (NSCLC) remain unclear. METHODS: GEPIA, ONCOMINE, Gene Expression Omnibus (GEO), UALCAN, Kaplan–Meier plotter, PrognoScan, LinkedOmics and GeneMANIA database were utilized to explore the expression and prognostic value of MRPL15 in NSCLC. Additionally, immune infiltration patterns were evaluated via ESTIMATE algorithm and TISIDB database. Furthermore, the expression and prognostic value of MRPL15 in lung cancer were validated via immunohistochemistry (IHC) assays. RESULTS: In NSCLC, multiple cohorts including GEPIA, ONCOMINE and 8 GEO series (GSE8569, GSE101929, GSE33532, GSE27262, GSE21933, GSE19804, GSE19188, GSE18842) described that MRPL15 was up-regulated. Moreover, MRPL15 was notably linked to gender, clinical stage, lymph node status and the TP53 mutation status. And patients with high MRPL15 expression showed poor overall survival (OS), progression-free survival (PFS), disease-free survival (DFS) and relapse-free survival (RFS) in NSCLC. Then, functional network analysis suggested that MRPL15 participated in metabolism-related pathways, DNA replication and cell cycle signaling via pathways involving several kinases, miRNAs and transcription factors. Additionally, it was found that MRPL15 expression was negatively related to immune infiltration, including immune scores, stromal scores and several tumor-infiltrating lymphocytes (TILs). Furthermore, IHC results further confirmed the high MRPL15 expression and its prognostic potential in lung cancer. CONCLUSIONS: These findings demonstrate that high MRPL15 expression indicates poor prognosis in NSCLC and reveal potential regulatory networks as well as the negative relationship with immune infiltration. Thus, MRPL15 may be an attractive predictor and therapeutic strategy for NSCLC.
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spelling pubmed-81381202021-05-22 Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer Zeng, Yangyang Shi, Yingying Xu, Lu Zeng, Yulan Cui, Xiao Wang, Yuan Yang, Ningning Zhou, Fuxiang Zhou, Yunfeng Front Oncol Oncology BACKGROUND: Mitochondrial ribosomal protein L15 (MRPL15), a member of mitochondrial ribosomal proteins whose abnormal expression is related to tumorigenesis. However, the prognostic value and regulatory mechanisms of MRPL15 in non-small-cell lung cancer (NSCLC) remain unclear. METHODS: GEPIA, ONCOMINE, Gene Expression Omnibus (GEO), UALCAN, Kaplan–Meier plotter, PrognoScan, LinkedOmics and GeneMANIA database were utilized to explore the expression and prognostic value of MRPL15 in NSCLC. Additionally, immune infiltration patterns were evaluated via ESTIMATE algorithm and TISIDB database. Furthermore, the expression and prognostic value of MRPL15 in lung cancer were validated via immunohistochemistry (IHC) assays. RESULTS: In NSCLC, multiple cohorts including GEPIA, ONCOMINE and 8 GEO series (GSE8569, GSE101929, GSE33532, GSE27262, GSE21933, GSE19804, GSE19188, GSE18842) described that MRPL15 was up-regulated. Moreover, MRPL15 was notably linked to gender, clinical stage, lymph node status and the TP53 mutation status. And patients with high MRPL15 expression showed poor overall survival (OS), progression-free survival (PFS), disease-free survival (DFS) and relapse-free survival (RFS) in NSCLC. Then, functional network analysis suggested that MRPL15 participated in metabolism-related pathways, DNA replication and cell cycle signaling via pathways involving several kinases, miRNAs and transcription factors. Additionally, it was found that MRPL15 expression was negatively related to immune infiltration, including immune scores, stromal scores and several tumor-infiltrating lymphocytes (TILs). Furthermore, IHC results further confirmed the high MRPL15 expression and its prognostic potential in lung cancer. CONCLUSIONS: These findings demonstrate that high MRPL15 expression indicates poor prognosis in NSCLC and reveal potential regulatory networks as well as the negative relationship with immune infiltration. Thus, MRPL15 may be an attractive predictor and therapeutic strategy for NSCLC. Frontiers Media S.A. 2021-05-07 /pmc/articles/PMC8138120/ /pubmed/34026630 http://dx.doi.org/10.3389/fonc.2021.656172 Text en Copyright © 2021 Zeng, Shi, Xu, Zeng, Cui, Wang, Yang, Zhou and Zhou 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 Oncology
Zeng, Yangyang
Shi, Yingying
Xu, Lu
Zeng, Yulan
Cui, Xiao
Wang, Yuan
Yang, Ningning
Zhou, Fuxiang
Zhou, Yunfeng
Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title_full Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title_fullStr Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title_full_unstemmed Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title_short Prognostic Value and Related Regulatory Networks of MRPL15 in Non-Small-Cell Lung Cancer
title_sort prognostic value and related regulatory networks of mrpl15 in non-small-cell lung cancer
topic Oncology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8138120/
https://www.ncbi.nlm.nih.gov/pubmed/34026630
http://dx.doi.org/10.3389/fonc.2021.656172
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