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Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs
BACKGROUND: The immune microenvironment plays an essential role in osteosarcoma (OSs); however, differences in immune-related long non-coding ribonucleic acids (irlncRNAs) in children with localized OSs and metastatic OSs have not yet been investigated. METHODS: The clinical data and the transcripto...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349967/ https://www.ncbi.nlm.nih.gov/pubmed/34430433 http://dx.doi.org/10.21037/tp-21-226 |
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author | Wei, Jie Fang, Da-Lang Huang, Cheng Kua Hua, Shu-Liang Lu, Xiao-Sheng |
author_facet | Wei, Jie Fang, Da-Lang Huang, Cheng Kua Hua, Shu-Liang Lu, Xiao-Sheng |
author_sort | Wei, Jie |
collection | PubMed |
description | BACKGROUND: The immune microenvironment plays an essential role in osteosarcoma (OSs); however, differences in immune-related long non-coding ribonucleic acids (irlncRNAs) in children with localized OSs and metastatic OSs have not yet been investigated. METHODS: The clinical data and the transcriptome of OSs were obtained from the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) database, and the immune-related genes were derived from the imported dataset. The correlations between immune-related genes and lncRNAs were examined. Next, the differential expressions of the irlncRNA pairs (IRLPs) in localized OSs and distant metastatic OSs were analyzed, and a prognostic model was constructed based on the significant differentially expressed IRLPs. We also analyzed the association between the IRLPs’ signature risk score and the infiltration of the immune cells. Finally, we investigated the correlation between risk score and drug resistance. RESULTS: Thirty upregulated and 22 downregulated lncRNAs were identified in the localized and metastatic OSs samples. Univariate and multivariate cox regression analyses were undertaken to select 6 lncRNA pairs to establish the prognostic signature, the model was valuable in predicting OSs prognosis. Further, the expression of the finally selected irlncRNAs indicated that VPS9D1-AS1 (P=0.031), AP003086.2 (P=0.041), AL031847.1 (P=0.008), AL020997.3 (P=0.020), AC011444.1 (P=0.025), and AC006449.2 (P=0.003) were significantly upregulated in metastasis patients, but USP27X-AS1 (P=0.046), AL008721.2 (P=0.005), AC002091.1 (P=0.033), and AL118558.4 (P=0.049) were significantly overexpressed in localized patients. The overexpression of AC002091.1 (P=0.038) and AL118558.4 (P=0.004) resulted in better overall survival, but the upregulation of AC011444.1 (P=0.045), AL031847.1 (P=0.020), VPS9D1-AS1 (P=0.039), and AC006449.2 (0.006) led to a poor outcome. Differences in immune cell infiltration indicated that metastatic patients and localized have significant difference of 4 (CD4) T cells (P=0.006), monocytes (P=0.029), activated mast cells (P=0.018), and neutrophils (P=0.026), and a high abundance of activated dendritic cells (P=0.010) and activated mast cells (P=0.049) resulted in poor prognosis. Patients in the high-risk–score group were resistant to axitinib, but sensitive to dasatinib, bortezomib, and cisplatin. CONCLUSIONS: In the present study, IRLPs were used to construct a novel and practical model for predicting the prognosis of localized and metastatic OSs in children. |
format | Online Article Text |
id | pubmed-8349967 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-83499672021-08-23 Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs Wei, Jie Fang, Da-Lang Huang, Cheng Kua Hua, Shu-Liang Lu, Xiao-Sheng Transl Pediatr Original Article BACKGROUND: The immune microenvironment plays an essential role in osteosarcoma (OSs); however, differences in immune-related long non-coding ribonucleic acids (irlncRNAs) in children with localized OSs and metastatic OSs have not yet been investigated. METHODS: The clinical data and the transcriptome of OSs were obtained from the Therapeutically Applicable Research to Generate Effective Treatments (TARGET) database, and the immune-related genes were derived from the imported dataset. The correlations between immune-related genes and lncRNAs were examined. Next, the differential expressions of the irlncRNA pairs (IRLPs) in localized OSs and distant metastatic OSs were analyzed, and a prognostic model was constructed based on the significant differentially expressed IRLPs. We also analyzed the association between the IRLPs’ signature risk score and the infiltration of the immune cells. Finally, we investigated the correlation between risk score and drug resistance. RESULTS: Thirty upregulated and 22 downregulated lncRNAs were identified in the localized and metastatic OSs samples. Univariate and multivariate cox regression analyses were undertaken to select 6 lncRNA pairs to establish the prognostic signature, the model was valuable in predicting OSs prognosis. Further, the expression of the finally selected irlncRNAs indicated that VPS9D1-AS1 (P=0.031), AP003086.2 (P=0.041), AL031847.1 (P=0.008), AL020997.3 (P=0.020), AC011444.1 (P=0.025), and AC006449.2 (P=0.003) were significantly upregulated in metastasis patients, but USP27X-AS1 (P=0.046), AL008721.2 (P=0.005), AC002091.1 (P=0.033), and AL118558.4 (P=0.049) were significantly overexpressed in localized patients. The overexpression of AC002091.1 (P=0.038) and AL118558.4 (P=0.004) resulted in better overall survival, but the upregulation of AC011444.1 (P=0.045), AL031847.1 (P=0.020), VPS9D1-AS1 (P=0.039), and AC006449.2 (0.006) led to a poor outcome. Differences in immune cell infiltration indicated that metastatic patients and localized have significant difference of 4 (CD4) T cells (P=0.006), monocytes (P=0.029), activated mast cells (P=0.018), and neutrophils (P=0.026), and a high abundance of activated dendritic cells (P=0.010) and activated mast cells (P=0.049) resulted in poor prognosis. Patients in the high-risk–score group were resistant to axitinib, but sensitive to dasatinib, bortezomib, and cisplatin. CONCLUSIONS: In the present study, IRLPs were used to construct a novel and practical model for predicting the prognosis of localized and metastatic OSs in children. AME Publishing Company 2021-07 /pmc/articles/PMC8349967/ /pubmed/34430433 http://dx.doi.org/10.21037/tp-21-226 Text en 2021 Translational Pediatrics. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Wei, Jie Fang, Da-Lang Huang, Cheng Kua Hua, Shu-Liang Lu, Xiao-Sheng Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title | Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title_full | Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title_fullStr | Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title_full_unstemmed | Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title_short | Screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncRNAs |
title_sort | screening a novel signature and predicting the immune landscape of metastatic osteosarcoma in children via immune-related lncrnas |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349967/ https://www.ncbi.nlm.nih.gov/pubmed/34430433 http://dx.doi.org/10.21037/tp-21-226 |
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