Cargando…
Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer
SIMPLE SUMMARY: The roles of “like-Smith” (LSM) proteins in breast cancer development and their clinical relevance remain unclear. In this study, multiple analyses based on 3593 patients with breast cancer and their mRNA expression values were utilized to investigate the clinical relevance of LSM fa...
Autores principales: | , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508234/ https://www.ncbi.nlm.nih.gov/pubmed/34638387 http://dx.doi.org/10.3390/cancers13194902 |
_version_ | 1784582047667322880 |
---|---|
author | Ta, Hoang Dang Khoa Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Anuraga, Gangga Ku, Su-Chi Wu, Yung-Fu Wang, Chih-Yang Lee, Kuen-Haur |
author_facet | Ta, Hoang Dang Khoa Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Anuraga, Gangga Ku, Su-Chi Wu, Yung-Fu Wang, Chih-Yang Lee, Kuen-Haur |
author_sort | Ta, Hoang Dang Khoa |
collection | PubMed |
description | SIMPLE SUMMARY: The roles of “like-Smith” (LSM) proteins in breast cancer development and their clinical relevance remain unclear. In this study, multiple analyses based on 3593 patients with breast cancer and their mRNA expression values were utilized to investigate the clinical relevance of LSM family genes, including cancer aggressiveness, immune cell infiltration, prognostic outcomes, and related signaling pathways. We revealed that LSM4 had higher expression levels in breast tumor and breast cancer sub-types than in normal samples, and was associated with poor survival outcomes. Interestingly, infiltration levels of most immune cell types, including cluster of differentiation for positive CD4(+) T cells, CD8(+) T cells, T-cell follicular helpers, and myeloid-derived suppressor cells were positively correlated with LSM4 expression in several subclasses of breast cancer (basal, human epidermal growth factor receptor 2 (HER2), luminal A, and luminal B). ABSTRACT: In recent decades, breast cancer (BRCA) has become one of the most common diseases worldwide. Understanding crucial genes and their signaling pathways remain an enormous challenge in evaluating the prognosis and possible therapeutics. The “Like-Smith” (LSM) family is known as protein-coding genes, and its member play pivotal roles in the progression of several malignancies, although their roles in BRCA are less clear. To discover biological processes associated with LSM family genes in BRCA development, high-throughput techniques were applied to clarify expression levels of LSMs in The Cancer Genome Atlas (TCGA)-BRCA dataset, which was integrated with the cBioPortal database. Furthermore, we investigated prognostic values of LSM family genes in BCRA patients using the Kaplan–Meier database. Among genes of this family, LSM4 expression levels were highly associated with poor prognostic outcomes with a hazard ratio of 1.35 (95% confidence interval 1.21–1.51, p for trend = 3.4 × 10(−7)). MetaCore and GlueGo analyses were also conducted to examine transcript expression signatures of LSM family members and their coexpressed genes, together with their associated signaling pathways, such as “Cell cycle role of APC in cell cycle regulation” and “Immune response IL-15 signaling via MAPK and PI3K cascade” in BRCA. Results showed that LSM family members, specifically LSM4, were significantly correlated with oncogenesis in BRCA patients. In summary, our results suggested that LSM4 could be a prospective prognosticator of BRCA. |
format | Online Article Text |
id | pubmed-8508234 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85082342021-10-13 Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer Ta, Hoang Dang Khoa Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Anuraga, Gangga Ku, Su-Chi Wu, Yung-Fu Wang, Chih-Yang Lee, Kuen-Haur Cancers (Basel) Article SIMPLE SUMMARY: The roles of “like-Smith” (LSM) proteins in breast cancer development and their clinical relevance remain unclear. In this study, multiple analyses based on 3593 patients with breast cancer and their mRNA expression values were utilized to investigate the clinical relevance of LSM family genes, including cancer aggressiveness, immune cell infiltration, prognostic outcomes, and related signaling pathways. We revealed that LSM4 had higher expression levels in breast tumor and breast cancer sub-types than in normal samples, and was associated with poor survival outcomes. Interestingly, infiltration levels of most immune cell types, including cluster of differentiation for positive CD4(+) T cells, CD8(+) T cells, T-cell follicular helpers, and myeloid-derived suppressor cells were positively correlated with LSM4 expression in several subclasses of breast cancer (basal, human epidermal growth factor receptor 2 (HER2), luminal A, and luminal B). ABSTRACT: In recent decades, breast cancer (BRCA) has become one of the most common diseases worldwide. Understanding crucial genes and their signaling pathways remain an enormous challenge in evaluating the prognosis and possible therapeutics. The “Like-Smith” (LSM) family is known as protein-coding genes, and its member play pivotal roles in the progression of several malignancies, although their roles in BRCA are less clear. To discover biological processes associated with LSM family genes in BRCA development, high-throughput techniques were applied to clarify expression levels of LSMs in The Cancer Genome Atlas (TCGA)-BRCA dataset, which was integrated with the cBioPortal database. Furthermore, we investigated prognostic values of LSM family genes in BCRA patients using the Kaplan–Meier database. Among genes of this family, LSM4 expression levels were highly associated with poor prognostic outcomes with a hazard ratio of 1.35 (95% confidence interval 1.21–1.51, p for trend = 3.4 × 10(−7)). MetaCore and GlueGo analyses were also conducted to examine transcript expression signatures of LSM family members and their coexpressed genes, together with their associated signaling pathways, such as “Cell cycle role of APC in cell cycle regulation” and “Immune response IL-15 signaling via MAPK and PI3K cascade” in BRCA. Results showed that LSM family members, specifically LSM4, were significantly correlated with oncogenesis in BRCA patients. In summary, our results suggested that LSM4 could be a prospective prognosticator of BRCA. MDPI 2021-09-29 /pmc/articles/PMC8508234/ /pubmed/34638387 http://dx.doi.org/10.3390/cancers13194902 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Ta, Hoang Dang Khoa Wang, Wei-Jan Phan, Nam Nhut An Ton, Nu Thuy Anuraga, Gangga Ku, Su-Chi Wu, Yung-Fu Wang, Chih-Yang Lee, Kuen-Haur Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title | Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title_full | Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title_fullStr | Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title_full_unstemmed | Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title_short | Potential Therapeutic and Prognostic Values of LSM Family Genes in Breast Cancer |
title_sort | potential therapeutic and prognostic values of lsm family genes in breast cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8508234/ https://www.ncbi.nlm.nih.gov/pubmed/34638387 http://dx.doi.org/10.3390/cancers13194902 |
work_keys_str_mv | AT tahoangdangkhoa potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT wangweijan potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT phannamnhut potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT antonnuthuy potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT anuragagangga potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT kusuchi potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT wuyungfu potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT wangchihyang potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer AT leekuenhaur potentialtherapeuticandprognosticvaluesoflsmfamilygenesinbreastcancer |