Cargando…

The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis

Melanoma brain metastasis (MBM) is linked to poor prognosis and low overall survival. We hypothesized that melanoma circulating tumor cells (CTC) possess a gene signature significantly expressed and associated with MBM. Employing a multipronged approach, we provide first-time evidence identifying a...

Descripción completa

Detalles Bibliográficos
Autores principales: Bowley, Tetiana Y., Lagutina, Irina V., Francis, Carol, Sivakumar, Sinduja, Selwyn, Reed G., Taylor, Erik, Guo, Yan, Fahy, Bridget N., Tawfik, Bernard, Marchetti, Dario
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for Cancer Research 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668078/
https://www.ncbi.nlm.nih.gov/pubmed/36407834
http://dx.doi.org/10.1158/2767-9764.CRC-22-0337
_version_ 1784831835197407232
author Bowley, Tetiana Y.
Lagutina, Irina V.
Francis, Carol
Sivakumar, Sinduja
Selwyn, Reed G.
Taylor, Erik
Guo, Yan
Fahy, Bridget N.
Tawfik, Bernard
Marchetti, Dario
author_facet Bowley, Tetiana Y.
Lagutina, Irina V.
Francis, Carol
Sivakumar, Sinduja
Selwyn, Reed G.
Taylor, Erik
Guo, Yan
Fahy, Bridget N.
Tawfik, Bernard
Marchetti, Dario
author_sort Bowley, Tetiana Y.
collection PubMed
description Melanoma brain metastasis (MBM) is linked to poor prognosis and low overall survival. We hypothesized that melanoma circulating tumor cells (CTC) possess a gene signature significantly expressed and associated with MBM. Employing a multipronged approach, we provide first-time evidence identifying a common CTC gene signature for ribosomal protein large/small subunits (RPL/RPS) which associate with MBM onset and progression. Experimental strategies involved capturing, transcriptional profiling, and interrogating CTCs, either directly isolated from blood of patients with melanoma at distinct stages of MBM progression or from CTC-driven MBM in experimental animals. Second, we developed the first MRI CTC-derived MBM xenograft model (MRI-MBM CDX) to discriminate MBM spatial and temporal growth, recreating MBM clinical presentation and progression. Third, we performed the comprehensive transcriptional profiling of MRI-MBM CDXs, along with longitudinal monitoring of CTCs from CDXs possessing and/or not possessing MBM. Our findings suggest that enhanced ribosomal protein content/ribogenesis may contribute to MBM onset. Because ribosome modifications drive tumor progression and metastatic development by remodeling CTC translational events, overexpression of the CTC RPL/RPS gene signature could be implicated in MBM development. Collectively, this study provides important insights for relevance of the CTC RPL/RPS gene signature in MBM, and identify potential targets for therapeutic intervention to improve patient care for patients with melanoma diagnosed with or at high risk of developing MBM. SIGNIFICANCE: This study reports first evidence of RPL/RPS gene signature driving melanoma brain metastasis. Complex multilevel approach was performed to identify MBM signature and confirm its relevance to clinical settings. Novel MRI CTC-derived MBM mouse xenograft was established to monitor MBM spatial and temporal development and progression.
format Online
Article
Text
id pubmed-9668078
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Association for Cancer Research
record_format MEDLINE/PubMed
spelling pubmed-96680782022-12-13 The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis Bowley, Tetiana Y. Lagutina, Irina V. Francis, Carol Sivakumar, Sinduja Selwyn, Reed G. Taylor, Erik Guo, Yan Fahy, Bridget N. Tawfik, Bernard Marchetti, Dario Cancer Res Commun Research Article Melanoma brain metastasis (MBM) is linked to poor prognosis and low overall survival. We hypothesized that melanoma circulating tumor cells (CTC) possess a gene signature significantly expressed and associated with MBM. Employing a multipronged approach, we provide first-time evidence identifying a common CTC gene signature for ribosomal protein large/small subunits (RPL/RPS) which associate with MBM onset and progression. Experimental strategies involved capturing, transcriptional profiling, and interrogating CTCs, either directly isolated from blood of patients with melanoma at distinct stages of MBM progression or from CTC-driven MBM in experimental animals. Second, we developed the first MRI CTC-derived MBM xenograft model (MRI-MBM CDX) to discriminate MBM spatial and temporal growth, recreating MBM clinical presentation and progression. Third, we performed the comprehensive transcriptional profiling of MRI-MBM CDXs, along with longitudinal monitoring of CTCs from CDXs possessing and/or not possessing MBM. Our findings suggest that enhanced ribosomal protein content/ribogenesis may contribute to MBM onset. Because ribosome modifications drive tumor progression and metastatic development by remodeling CTC translational events, overexpression of the CTC RPL/RPS gene signature could be implicated in MBM development. Collectively, this study provides important insights for relevance of the CTC RPL/RPS gene signature in MBM, and identify potential targets for therapeutic intervention to improve patient care for patients with melanoma diagnosed with or at high risk of developing MBM. SIGNIFICANCE: This study reports first evidence of RPL/RPS gene signature driving melanoma brain metastasis. Complex multilevel approach was performed to identify MBM signature and confirm its relevance to clinical settings. Novel MRI CTC-derived MBM mouse xenograft was established to monitor MBM spatial and temporal development and progression. American Association for Cancer Research 2022-11-16 /pmc/articles/PMC9668078/ /pubmed/36407834 http://dx.doi.org/10.1158/2767-9764.CRC-22-0337 Text en © 2022 The Authors; Published by the American Association for Cancer Research https://creativecommons.org/licenses/by/4.0/This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.
spellingShingle Research Article
Bowley, Tetiana Y.
Lagutina, Irina V.
Francis, Carol
Sivakumar, Sinduja
Selwyn, Reed G.
Taylor, Erik
Guo, Yan
Fahy, Bridget N.
Tawfik, Bernard
Marchetti, Dario
The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title_full The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title_fullStr The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title_full_unstemmed The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title_short The RPL/RPS Gene Signature of Melanoma CTCs Associates with Brain Metastasis
title_sort rpl/rps gene signature of melanoma ctcs associates with brain metastasis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9668078/
https://www.ncbi.nlm.nih.gov/pubmed/36407834
http://dx.doi.org/10.1158/2767-9764.CRC-22-0337
work_keys_str_mv AT bowleytetianay therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT lagutinairinav therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT franciscarol therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT sivakumarsinduja therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT selwynreedg therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT taylorerik therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT guoyan therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT fahybridgetn therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT tawfikbernard therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT marchettidario therplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT bowleytetianay rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT lagutinairinav rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT franciscarol rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT sivakumarsinduja rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT selwynreedg rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT taylorerik rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT guoyan rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT fahybridgetn rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT tawfikbernard rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis
AT marchettidario rplrpsgenesignatureofmelanomactcsassociateswithbrainmetastasis