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RUNX regulated immune-associated genes predicts prognosis in breast cancer

Background: Breast cancer is the most common malignant tumor in women. RUNX family has been involved in the regulation of different carcinogenic processes and signaling pathways with cancer, which is closely related to immunity and prognosis of various tumors, and also plays an important role in the...

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Autores principales: Fu, Jingyue, Sun, Handong, Xu, Feng, Chen, Rui, Wang, Xinyang, Ding, Qiang, Xia, Tiansong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459239/
https://www.ncbi.nlm.nih.gov/pubmed/36092942
http://dx.doi.org/10.3389/fgene.2022.960489
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author Fu, Jingyue
Sun, Handong
Xu, Feng
Chen, Rui
Wang, Xinyang
Ding, Qiang
Xia, Tiansong
author_facet Fu, Jingyue
Sun, Handong
Xu, Feng
Chen, Rui
Wang, Xinyang
Ding, Qiang
Xia, Tiansong
author_sort Fu, Jingyue
collection PubMed
description Background: Breast cancer is the most common malignant tumor in women. RUNX family has been involved in the regulation of different carcinogenic processes and signaling pathways with cancer, which is closely related to immunity and prognosis of various tumors, and also plays an important role in the development and prognosis of breast cancer. Methods: We discovered the expression of RUNX family through GEPIA Dataset and then evaluated the relationship between RUNX family and immune-related genes and the prognosis of breast cancer through analyzing TCGA database. A prognostic model was established and verified via cox proportional hazards regression model using R packages. We evaluated the accuracy of the prognostic model by Kaplan-Meier curves and receiver operating characteristic (ROC) curves. Additionally, we obtained the relationship between the RUNX family and immune infiltration by TIMER database. Finally, the dual luciferase reporter assay was used to verify the regulation of RUNX3 on potential target genes ULBP2 and TRDV1, and the effects of ULBP2 and TRDV1 on the growth of breast cancer cells were explored by CCK-8, colony formation and wound healing assays. Results: We screened out RUNX family-regulated immune-related genes associated with the prognosis of breast cancer. These predictors included PSME2, ULBP2, IL-18, TSLP, NPR3, TRDV1. Then a prognosis-related risk score model was built using the independent risk factors to provide a clinically appropriate method predicting the overall survival (OS) probability of the patients with breast cancer. In addition, a further research was made on the functions of high risk immune gene ULBP2 and low risk immune gene TRDV1 which regulated by RUNX3, the results showed that down-regulation of ULBP2 suppressed breast cancer cell proliferation and TRDV1 had the opposite functions. The prognostic model we constructed could promote the development of prognostic, and was associated with lower immune infiltration. Conclusion: The expression of RUNX family was closely related to the prognosis of breast cancer. At the same time, RUNX family could modulate the functions of immune-related genes, and affect the development and prognosis of breast cancer. These immune-related genes regulated by RUNX family could be promising prognostic biomarkers and therapeutic targets in breast cancer.
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spelling pubmed-94592392022-09-10 RUNX regulated immune-associated genes predicts prognosis in breast cancer Fu, Jingyue Sun, Handong Xu, Feng Chen, Rui Wang, Xinyang Ding, Qiang Xia, Tiansong Front Genet Genetics Background: Breast cancer is the most common malignant tumor in women. RUNX family has been involved in the regulation of different carcinogenic processes and signaling pathways with cancer, which is closely related to immunity and prognosis of various tumors, and also plays an important role in the development and prognosis of breast cancer. Methods: We discovered the expression of RUNX family through GEPIA Dataset and then evaluated the relationship between RUNX family and immune-related genes and the prognosis of breast cancer through analyzing TCGA database. A prognostic model was established and verified via cox proportional hazards regression model using R packages. We evaluated the accuracy of the prognostic model by Kaplan-Meier curves and receiver operating characteristic (ROC) curves. Additionally, we obtained the relationship between the RUNX family and immune infiltration by TIMER database. Finally, the dual luciferase reporter assay was used to verify the regulation of RUNX3 on potential target genes ULBP2 and TRDV1, and the effects of ULBP2 and TRDV1 on the growth of breast cancer cells were explored by CCK-8, colony formation and wound healing assays. Results: We screened out RUNX family-regulated immune-related genes associated with the prognosis of breast cancer. These predictors included PSME2, ULBP2, IL-18, TSLP, NPR3, TRDV1. Then a prognosis-related risk score model was built using the independent risk factors to provide a clinically appropriate method predicting the overall survival (OS) probability of the patients with breast cancer. In addition, a further research was made on the functions of high risk immune gene ULBP2 and low risk immune gene TRDV1 which regulated by RUNX3, the results showed that down-regulation of ULBP2 suppressed breast cancer cell proliferation and TRDV1 had the opposite functions. The prognostic model we constructed could promote the development of prognostic, and was associated with lower immune infiltration. Conclusion: The expression of RUNX family was closely related to the prognosis of breast cancer. At the same time, RUNX family could modulate the functions of immune-related genes, and affect the development and prognosis of breast cancer. These immune-related genes regulated by RUNX family could be promising prognostic biomarkers and therapeutic targets in breast cancer. Frontiers Media S.A. 2022-08-26 /pmc/articles/PMC9459239/ /pubmed/36092942 http://dx.doi.org/10.3389/fgene.2022.960489 Text en Copyright © 2022 Fu, Sun, Xu, Chen, Wang, Ding and Xia. 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
Fu, Jingyue
Sun, Handong
Xu, Feng
Chen, Rui
Wang, Xinyang
Ding, Qiang
Xia, Tiansong
RUNX regulated immune-associated genes predicts prognosis in breast cancer
title RUNX regulated immune-associated genes predicts prognosis in breast cancer
title_full RUNX regulated immune-associated genes predicts prognosis in breast cancer
title_fullStr RUNX regulated immune-associated genes predicts prognosis in breast cancer
title_full_unstemmed RUNX regulated immune-associated genes predicts prognosis in breast cancer
title_short RUNX regulated immune-associated genes predicts prognosis in breast cancer
title_sort runx regulated immune-associated genes predicts prognosis in breast cancer
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9459239/
https://www.ncbi.nlm.nih.gov/pubmed/36092942
http://dx.doi.org/10.3389/fgene.2022.960489
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