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A predictive biomarker panel for bone metastases: Liquid biopsy approach
Bone metastases is one of the common metastatic site and leading cause of cancer-related mortality in progressive cancer patients. The purpose of the present study is to establish a liquid biopsy based multi-gene classifier and associated signalling pathways for early diagnosis of bone metastases. W...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220227/ https://www.ncbi.nlm.nih.gov/pubmed/34189028 http://dx.doi.org/10.1016/j.jbo.2021.100374 |
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author | Bhadresha, Kinjal P. Patel, Maulikkumar Jain, Nayan K. Rawal, Rakesh M. |
author_facet | Bhadresha, Kinjal P. Patel, Maulikkumar Jain, Nayan K. Rawal, Rakesh M. |
author_sort | Bhadresha, Kinjal P. |
collection | PubMed |
description | Bone metastases is one of the common metastatic site and leading cause of cancer-related mortality in progressive cancer patients. The purpose of the present study is to establish a liquid biopsy based multi-gene classifier and associated signalling pathways for early diagnosis of bone metastases. We used publically available microarray datasets and analysed them in a platform/chip-specific manner using GeneSpring software. Analyses of gene expression datasets identified 15 consistently over-expressed genes with statistical significance. Further, expression profile of same set of 15 genes were compared in breast and lung cancer exosome derived mRNA with (n = 10) and without (n = 10) bone metastases against healthy controls. ROC curve analysis performed individually for all the 15 genes shortlisted the 5 most relevant genes with significant sensitivity and specificity in both cancers. This liquid biopsy-based bone metastases predictor using multi-gene panel is a unique approach with potential clinical applications for effective management of aggressive cancers. |
format | Online Article Text |
id | pubmed-8220227 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-82202272021-06-28 A predictive biomarker panel for bone metastases: Liquid biopsy approach Bhadresha, Kinjal P. Patel, Maulikkumar Jain, Nayan K. Rawal, Rakesh M. J Bone Oncol Research Paper Bone metastases is one of the common metastatic site and leading cause of cancer-related mortality in progressive cancer patients. The purpose of the present study is to establish a liquid biopsy based multi-gene classifier and associated signalling pathways for early diagnosis of bone metastases. We used publically available microarray datasets and analysed them in a platform/chip-specific manner using GeneSpring software. Analyses of gene expression datasets identified 15 consistently over-expressed genes with statistical significance. Further, expression profile of same set of 15 genes were compared in breast and lung cancer exosome derived mRNA with (n = 10) and without (n = 10) bone metastases against healthy controls. ROC curve analysis performed individually for all the 15 genes shortlisted the 5 most relevant genes with significant sensitivity and specificity in both cancers. This liquid biopsy-based bone metastases predictor using multi-gene panel is a unique approach with potential clinical applications for effective management of aggressive cancers. Elsevier 2021-06-10 /pmc/articles/PMC8220227/ /pubmed/34189028 http://dx.doi.org/10.1016/j.jbo.2021.100374 Text en © 2021 Published by Elsevier GmbH. 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 Bhadresha, Kinjal P. Patel, Maulikkumar Jain, Nayan K. Rawal, Rakesh M. A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title | A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title_full | A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title_fullStr | A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title_full_unstemmed | A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title_short | A predictive biomarker panel for bone metastases: Liquid biopsy approach |
title_sort | predictive biomarker panel for bone metastases: liquid biopsy approach |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8220227/ https://www.ncbi.nlm.nih.gov/pubmed/34189028 http://dx.doi.org/10.1016/j.jbo.2021.100374 |
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