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Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients

Background: Osteosarcoma typically occurs in adolescents, and the survival rate of patients with metastatic and recurrent osteosarcoma remains low. Abnormal regulation of alternative splicing is associated with the development of osteosarcoma. However, there is no genome-wide analysis of the functio...

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Autores principales: Dai, Zhibing, Sun, Yachao, Maihemuti, Maierdanjiang, Jiang, Renbing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149916/
https://www.ncbi.nlm.nih.gov/pubmed/37139238
http://dx.doi.org/10.3389/fgene.2023.1051192
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author Dai, Zhibing
Sun, Yachao
Maihemuti, Maierdanjiang
Jiang, Renbing
author_facet Dai, Zhibing
Sun, Yachao
Maihemuti, Maierdanjiang
Jiang, Renbing
author_sort Dai, Zhibing
collection PubMed
description Background: Osteosarcoma typically occurs in adolescents, and the survival rate of patients with metastatic and recurrent osteosarcoma remains low. Abnormal regulation of alternative splicing is associated with the development of osteosarcoma. However, there is no genome-wide analysis of the function and regulatory mechanisms of aberrant alternative splicing associated with osteosarcoma. Methods: Published transcriptome data on osteosarcoma (GSE126209) derived from osteosarcoma patient tissue were downloaded. Gene expression profiling by high-throughput sequencing was performed on 9 normal samples and 10 tumor samples for genome-wide identification of osteosarcoma-related alternative splicing events. The potential function of osteosarcoma-associated alternative splicing events was examined by immune infiltration and correlation analysis. Regulation of aberrantly expressed RNA-binding proteins (RBPs) related to alternative splicing in osteosarcoma was clarified by co-expression analysis. Results: A total of 63 alternative splicing events, which are highly credible and dominant, were identified. GO enrichment analysis indicated that alternative splicing may be closely related to the immune response process. Immune infiltration analysis showed significant changes in the percentages of CD8 T cells, resting memory CD4 T cells, activated memory CD4 T cells, monocytes, resting dendritic cells, and activated mast cells in tumors compared to normal tissues, indicating the involvement of these immune cell types in the occurrence of osteosarcoma. Moreover, the analysis identified alternative splicing events that were co-altered with resting memory CD4 T cells, resting dendritic cells, and activated mast cells, events that may be associated with regulation of the osteosarcoma immune microenvironment. In addition, a co-regulatory network (RBP-RAS-immune) of osteosarcoma-associated RBPs with aberrant alternative splicing and altered immune cells was established. These RBPs include NOP58, FAM120C, DYNC1H1, TRAP1, and LMNA, which may serve as molecular targets for osteosarcoma immune regulation. Conclusion: These findings allow us to further understand the causes of osteosarcoma development and provide a new research direction for osteosarcoma immunotherapy or targeted therapy.
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spelling pubmed-101499162023-05-02 Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients Dai, Zhibing Sun, Yachao Maihemuti, Maierdanjiang Jiang, Renbing Front Genet Genetics Background: Osteosarcoma typically occurs in adolescents, and the survival rate of patients with metastatic and recurrent osteosarcoma remains low. Abnormal regulation of alternative splicing is associated with the development of osteosarcoma. However, there is no genome-wide analysis of the function and regulatory mechanisms of aberrant alternative splicing associated with osteosarcoma. Methods: Published transcriptome data on osteosarcoma (GSE126209) derived from osteosarcoma patient tissue were downloaded. Gene expression profiling by high-throughput sequencing was performed on 9 normal samples and 10 tumor samples for genome-wide identification of osteosarcoma-related alternative splicing events. The potential function of osteosarcoma-associated alternative splicing events was examined by immune infiltration and correlation analysis. Regulation of aberrantly expressed RNA-binding proteins (RBPs) related to alternative splicing in osteosarcoma was clarified by co-expression analysis. Results: A total of 63 alternative splicing events, which are highly credible and dominant, were identified. GO enrichment analysis indicated that alternative splicing may be closely related to the immune response process. Immune infiltration analysis showed significant changes in the percentages of CD8 T cells, resting memory CD4 T cells, activated memory CD4 T cells, monocytes, resting dendritic cells, and activated mast cells in tumors compared to normal tissues, indicating the involvement of these immune cell types in the occurrence of osteosarcoma. Moreover, the analysis identified alternative splicing events that were co-altered with resting memory CD4 T cells, resting dendritic cells, and activated mast cells, events that may be associated with regulation of the osteosarcoma immune microenvironment. In addition, a co-regulatory network (RBP-RAS-immune) of osteosarcoma-associated RBPs with aberrant alternative splicing and altered immune cells was established. These RBPs include NOP58, FAM120C, DYNC1H1, TRAP1, and LMNA, which may serve as molecular targets for osteosarcoma immune regulation. Conclusion: These findings allow us to further understand the causes of osteosarcoma development and provide a new research direction for osteosarcoma immunotherapy or targeted therapy. Frontiers Media S.A. 2023-04-17 /pmc/articles/PMC10149916/ /pubmed/37139238 http://dx.doi.org/10.3389/fgene.2023.1051192 Text en Copyright © 2023 Dai, Sun, Maihemuti and Jiang. 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
Dai, Zhibing
Sun, Yachao
Maihemuti, Maierdanjiang
Jiang, Renbing
Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title_full Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title_fullStr Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title_full_unstemmed Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title_short Genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
title_sort genome-wide identification of alternative splicing and splicing regulated in immune infiltration in osteosarcoma patients
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10149916/
https://www.ncbi.nlm.nih.gov/pubmed/37139238
http://dx.doi.org/10.3389/fgene.2023.1051192
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