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MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma
There is a lack of well validated prognostic biomarkers in osteosarcoma, a rare, recalcitrant disease for which treatment standards have not changed in over 20 years. We performed microRNA sequencing in 74 frozen osteosarcoma biopsy samples, constituting the largest single center translationally ana...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7064533/ https://www.ncbi.nlm.nih.gov/pubmed/32157112 http://dx.doi.org/10.1038/s41598-020-61236-3 |
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author | Lietz, Christopher E. Garbutt, Cassandra Barry, William T. Deshpande, Vikram Chen, Yen-Lin Lozano-Calderon, Santiago A. Wang, Yaoyu Lawney, Brian Ebb, David Cote, Gregory M. Duan, Zhenfeng Hornicek, Francis J. Choy, Edwin Petur Nielsen, G. Haibe-Kains, Benjamin Quackenbush, John Spentzos, Dimitrios |
author_facet | Lietz, Christopher E. Garbutt, Cassandra Barry, William T. Deshpande, Vikram Chen, Yen-Lin Lozano-Calderon, Santiago A. Wang, Yaoyu Lawney, Brian Ebb, David Cote, Gregory M. Duan, Zhenfeng Hornicek, Francis J. Choy, Edwin Petur Nielsen, G. Haibe-Kains, Benjamin Quackenbush, John Spentzos, Dimitrios |
author_sort | Lietz, Christopher E. |
collection | PubMed |
description | There is a lack of well validated prognostic biomarkers in osteosarcoma, a rare, recalcitrant disease for which treatment standards have not changed in over 20 years. We performed microRNA sequencing in 74 frozen osteosarcoma biopsy samples, constituting the largest single center translationally analyzed osteosarcoma cohort to date, and we separately analyzed a multi-omic dataset from a large NCI supported national cooperative group cohort. We validated the prognostic value of candidate microRNA signatures and contextualized them in relevant transcriptomic and epigenomic networks. Our results reveal the existence of molecularly defined phenotypes associated with outcome independent of clinicopathologic features. Through machine learning based integrative pharmacogenomic analysis, the microRNA biomarkers identify novel therapeutics for stratified application in osteosarcoma. The previously unrecognized osteosarcoma subtypes with distinct clinical courses and response to therapy could be translatable for discerning patients appropriate for more intensified, less intensified, or alternate therapeutic regimens. |
format | Online Article Text |
id | pubmed-7064533 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70645332020-03-18 MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma Lietz, Christopher E. Garbutt, Cassandra Barry, William T. Deshpande, Vikram Chen, Yen-Lin Lozano-Calderon, Santiago A. Wang, Yaoyu Lawney, Brian Ebb, David Cote, Gregory M. Duan, Zhenfeng Hornicek, Francis J. Choy, Edwin Petur Nielsen, G. Haibe-Kains, Benjamin Quackenbush, John Spentzos, Dimitrios Sci Rep Article There is a lack of well validated prognostic biomarkers in osteosarcoma, a rare, recalcitrant disease for which treatment standards have not changed in over 20 years. We performed microRNA sequencing in 74 frozen osteosarcoma biopsy samples, constituting the largest single center translationally analyzed osteosarcoma cohort to date, and we separately analyzed a multi-omic dataset from a large NCI supported national cooperative group cohort. We validated the prognostic value of candidate microRNA signatures and contextualized them in relevant transcriptomic and epigenomic networks. Our results reveal the existence of molecularly defined phenotypes associated with outcome independent of clinicopathologic features. Through machine learning based integrative pharmacogenomic analysis, the microRNA biomarkers identify novel therapeutics for stratified application in osteosarcoma. The previously unrecognized osteosarcoma subtypes with distinct clinical courses and response to therapy could be translatable for discerning patients appropriate for more intensified, less intensified, or alternate therapeutic regimens. Nature Publishing Group UK 2020-03-10 /pmc/articles/PMC7064533/ /pubmed/32157112 http://dx.doi.org/10.1038/s41598-020-61236-3 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Lietz, Christopher E. Garbutt, Cassandra Barry, William T. Deshpande, Vikram Chen, Yen-Lin Lozano-Calderon, Santiago A. Wang, Yaoyu Lawney, Brian Ebb, David Cote, Gregory M. Duan, Zhenfeng Hornicek, Francis J. Choy, Edwin Petur Nielsen, G. Haibe-Kains, Benjamin Quackenbush, John Spentzos, Dimitrios MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title | MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title_full | MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title_fullStr | MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title_full_unstemmed | MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title_short | MicroRNA-mRNA networks define translatable molecular outcome phenotypes in osteosarcoma |
title_sort | microrna-mrna networks define translatable molecular outcome phenotypes in osteosarcoma |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7064533/ https://www.ncbi.nlm.nih.gov/pubmed/32157112 http://dx.doi.org/10.1038/s41598-020-61236-3 |
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