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The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma
Mitochondrial damage is related to the functional properties of immune cells as well as to tumorigenesis and progression. Nevertheless, there is an absence concerning the systematic evaluation of mitochondria-associated lncRNAs (MALs) in the immune profile and tumor microenvironment of osteosarcoma...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585401/ https://www.ncbi.nlm.nih.gov/pubmed/37868616 http://dx.doi.org/10.1016/j.jbo.2023.100506 |
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author | Zhang, Yiming Ru, Nan Xue, Zhaowen Gan, Wenyi Pan, Ruilin Wu, Zelin Chen, Zihang Wang, Huajun Zheng, Xiaofei |
author_facet | Zhang, Yiming Ru, Nan Xue, Zhaowen Gan, Wenyi Pan, Ruilin Wu, Zelin Chen, Zihang Wang, Huajun Zheng, Xiaofei |
author_sort | Zhang, Yiming |
collection | PubMed |
description | Mitochondrial damage is related to the functional properties of immune cells as well as to tumorigenesis and progression. Nevertheless, there is an absence concerning the systematic evaluation of mitochondria-associated lncRNAs (MALs) in the immune profile and tumor microenvironment of osteosarcoma patients. Based on transcriptomic and clinicopathological data from the TARGET database, MAL-related patterns were ascertained by consistent clustering, and gene set variation analysis of the different patterns was completed. Next, a MAL-derived scoring system was created using Cox and LASSO regression analyses and validated by Kaplan-Meier and ROC curves. The GSEA, ESTIMATE, and CIBERSORT algorithms were utilized to characterize the immune status and underlying biological functions in the different MAL score groups. MAL-derived risk scores were well stabilized and outperformed traditional clinicopathological features to reliably predict 5-year survival in osteosarcoma cohorts. Moreover, patients with increased MAL scores were observed to suffer from poorer prognosis, higher tumor purity, and an immunosuppressive microenvironment. Based on estimated half-maximal inhibitory concentrations, the low-MAL score group benefited more from gemcitabine and docetaxel, and less from thapsigargin and sunitinib compared to the high-MAL score group. Pan-cancer analysis demonstrated that six hub MALs were strongly correlated with clinical outcomes, immune subtypes, and tumor stemness indices in various common cancers. Finally, we verified the expression patterns of hub MALs in osteosarcoma with qRT-PCR. In summary, we identified the crosstalk between prognostic MALs and tumor-infiltrating immune cells in osteosarcoma, providing a potential strategy to ameliorate clinical stratification management. |
format | Online Article Text |
id | pubmed-10585401 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105854012023-10-20 The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma Zhang, Yiming Ru, Nan Xue, Zhaowen Gan, Wenyi Pan, Ruilin Wu, Zelin Chen, Zihang Wang, Huajun Zheng, Xiaofei J Bone Oncol Research Paper Mitochondrial damage is related to the functional properties of immune cells as well as to tumorigenesis and progression. Nevertheless, there is an absence concerning the systematic evaluation of mitochondria-associated lncRNAs (MALs) in the immune profile and tumor microenvironment of osteosarcoma patients. Based on transcriptomic and clinicopathological data from the TARGET database, MAL-related patterns were ascertained by consistent clustering, and gene set variation analysis of the different patterns was completed. Next, a MAL-derived scoring system was created using Cox and LASSO regression analyses and validated by Kaplan-Meier and ROC curves. The GSEA, ESTIMATE, and CIBERSORT algorithms were utilized to characterize the immune status and underlying biological functions in the different MAL score groups. MAL-derived risk scores were well stabilized and outperformed traditional clinicopathological features to reliably predict 5-year survival in osteosarcoma cohorts. Moreover, patients with increased MAL scores were observed to suffer from poorer prognosis, higher tumor purity, and an immunosuppressive microenvironment. Based on estimated half-maximal inhibitory concentrations, the low-MAL score group benefited more from gemcitabine and docetaxel, and less from thapsigargin and sunitinib compared to the high-MAL score group. Pan-cancer analysis demonstrated that six hub MALs were strongly correlated with clinical outcomes, immune subtypes, and tumor stemness indices in various common cancers. Finally, we verified the expression patterns of hub MALs in osteosarcoma with qRT-PCR. In summary, we identified the crosstalk between prognostic MALs and tumor-infiltrating immune cells in osteosarcoma, providing a potential strategy to ameliorate clinical stratification management. Elsevier 2023-10-05 /pmc/articles/PMC10585401/ /pubmed/37868616 http://dx.doi.org/10.1016/j.jbo.2023.100506 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Paper Zhang, Yiming Ru, Nan Xue, Zhaowen Gan, Wenyi Pan, Ruilin Wu, Zelin Chen, Zihang Wang, Huajun Zheng, Xiaofei The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title | The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title_full | The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title_fullStr | The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title_full_unstemmed | The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title_short | The role of mitochondria-related lncRNAs in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
title_sort | role of mitochondria-related lncrnas in characterizing the immune landscape and supervising the prognosis of osteosarcoma |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585401/ https://www.ncbi.nlm.nih.gov/pubmed/37868616 http://dx.doi.org/10.1016/j.jbo.2023.100506 |
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