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Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis

PURPOSE: This study aims to identify the key pathway and related genes and to further explore the potential molecular mechanisms of triple negative breast cancer (TNBC). METHODS: The transcriptome data and clinical information of breast cancer patients were downloaded from the TCGA database, includi...

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Autores principales: Liu, Qi, Song, Xiang, Liu, Zhaoyun, Yu, Zhiyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246569/
https://www.ncbi.nlm.nih.gov/pubmed/34184566
http://dx.doi.org/10.1177/15330338211019506
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author Liu, Qi
Song, Xiang
Liu, Zhaoyun
Yu, Zhiyong
author_facet Liu, Qi
Song, Xiang
Liu, Zhaoyun
Yu, Zhiyong
author_sort Liu, Qi
collection PubMed
description PURPOSE: This study aims to identify the key pathway and related genes and to further explore the potential molecular mechanisms of triple negative breast cancer (TNBC). METHODS: The transcriptome data and clinical information of breast cancer patients were downloaded from the TCGA database, including 94 cases of paracancerous tissue, 225 cases of Basal like type, 151 cases of Her2 type, 318 cases of Luminal type A, 281 cases of Luminal type B, and 89 cases of Normal Like type. The differentially expressed genes (DEGs) were identified based on the criteria of |logFC|≥1.5 and adjust P < 0.001.Their functions were annotated by gene ontology (GO) analysis and Kyoto Encyclopedia of differentially expressed genes & Genomes (KEGG) pathway analysis. Cox regression univariate analysis and Kaplan-Meier survival curves (Log-rank method) were used for survival analysis. FOXD1, DLL3 and LY6D were silenced in breast cancer cell lines, and cell viability was assessed by CCK-8 assay. Further, the expression of FOXD1, DLL3 and LY6D were explored by immunohistochemistry on triple negative breast tumor tissue and normal breast tissue. RESULTS: A total of 533 DEGs were identified. Functional annotation showed that DEGs were significantly enriched in intermediate filament cytoskeleton, DNA−binding transcription activator activity, epidermis development, and Neuroactive ligand−receptor interaction. Survival analysis found that FOXD1, DLL3, and LY6D showed significant correlation with the prognosis of patients with the Basal-like type (P < 0.05). CCK-8 assay showed that compared with Doxorubicin alone group, the cytotoxicity of Doxorubicin combined with siRNA-knockdown of FOXD1, DLL3, or LY6D was much significant. CONCLUSION: The DEGs and their enriched functions and pathways identified in this study contribute to the understanding of the molecular mechanisms of TNBC. In addition, FOXD1, DLL3, and LY6D may be defined as the prognostic markers and potential therapeutic targets for TNBC patients.
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spelling pubmed-82465692021-07-13 Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis Liu, Qi Song, Xiang Liu, Zhaoyun Yu, Zhiyong Technol Cancer Res Treat Original Article PURPOSE: This study aims to identify the key pathway and related genes and to further explore the potential molecular mechanisms of triple negative breast cancer (TNBC). METHODS: The transcriptome data and clinical information of breast cancer patients were downloaded from the TCGA database, including 94 cases of paracancerous tissue, 225 cases of Basal like type, 151 cases of Her2 type, 318 cases of Luminal type A, 281 cases of Luminal type B, and 89 cases of Normal Like type. The differentially expressed genes (DEGs) were identified based on the criteria of |logFC|≥1.5 and adjust P < 0.001.Their functions were annotated by gene ontology (GO) analysis and Kyoto Encyclopedia of differentially expressed genes & Genomes (KEGG) pathway analysis. Cox regression univariate analysis and Kaplan-Meier survival curves (Log-rank method) were used for survival analysis. FOXD1, DLL3 and LY6D were silenced in breast cancer cell lines, and cell viability was assessed by CCK-8 assay. Further, the expression of FOXD1, DLL3 and LY6D were explored by immunohistochemistry on triple negative breast tumor tissue and normal breast tissue. RESULTS: A total of 533 DEGs were identified. Functional annotation showed that DEGs were significantly enriched in intermediate filament cytoskeleton, DNA−binding transcription activator activity, epidermis development, and Neuroactive ligand−receptor interaction. Survival analysis found that FOXD1, DLL3, and LY6D showed significant correlation with the prognosis of patients with the Basal-like type (P < 0.05). CCK-8 assay showed that compared with Doxorubicin alone group, the cytotoxicity of Doxorubicin combined with siRNA-knockdown of FOXD1, DLL3, or LY6D was much significant. CONCLUSION: The DEGs and their enriched functions and pathways identified in this study contribute to the understanding of the molecular mechanisms of TNBC. In addition, FOXD1, DLL3, and LY6D may be defined as the prognostic markers and potential therapeutic targets for TNBC patients. SAGE Publications 2021-06-29 /pmc/articles/PMC8246569/ /pubmed/34184566 http://dx.doi.org/10.1177/15330338211019506 Text en © The Author(s) 2021 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 Article
Liu, Qi
Song, Xiang
Liu, Zhaoyun
Yu, Zhiyong
Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title_full Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title_fullStr Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title_full_unstemmed Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title_short Investigation of Candidate Genes and Pathways in Basal/TNBC Patients by Integrated Analysis
title_sort investigation of candidate genes and pathways in basal/tnbc patients by integrated analysis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8246569/
https://www.ncbi.nlm.nih.gov/pubmed/34184566
http://dx.doi.org/10.1177/15330338211019506
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