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Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer

Prostate cancer (PCa) clinical heterogeneity underscores tumor heterogeneity, which may be best defined by cell subtypes. To test if cell subtypes contributing to progression can be assessed noninvasively, we investigated whether 14 genes representing luminal, neuroendocrine, and stem cells are dete...

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Autores principales: Derderian, Seta, Vesval, Quentin, Wissing, Michel D., Hamel, Lucie, Côté, Nathalie, Vanhuyse, Marie, Ferrario, Cristiano, Bladou, Franck, Aprikian, Armen, Chevalier, Simone
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652435/
https://www.ncbi.nlm.nih.gov/pubmed/36172886
http://dx.doi.org/10.1111/cts.13372
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author Derderian, Seta
Vesval, Quentin
Wissing, Michel D.
Hamel, Lucie
Côté, Nathalie
Vanhuyse, Marie
Ferrario, Cristiano
Bladou, Franck
Aprikian, Armen
Chevalier, Simone
author_facet Derderian, Seta
Vesval, Quentin
Wissing, Michel D.
Hamel, Lucie
Côté, Nathalie
Vanhuyse, Marie
Ferrario, Cristiano
Bladou, Franck
Aprikian, Armen
Chevalier, Simone
author_sort Derderian, Seta
collection PubMed
description Prostate cancer (PCa) clinical heterogeneity underscores tumor heterogeneity, which may be best defined by cell subtypes. To test if cell subtypes contributing to progression can be assessed noninvasively, we investigated whether 14 genes representing luminal, neuroendocrine, and stem cells are detectable in whole blood RNA of patients with advanced PCa. For each gene, reverse transcription quantitative polymerase chain reaction assays were first validated using RNA from PCa cell lines, and their traceability in blood was assessed in cell spiking experiments. These were next tested in blood RNA of 40 advanced PCa cases and 40 healthy controls. Expression in controls, which was low or negative, was used to define stringent thresholds for gene overexpression in patients to account for normal variation in white blood cells. Thirty‐five of 40 patients overexpressed at least one gene. Patients with more genes overexpressed had a higher risk of death (hazard ratio 1.42, range 1.12–1.77). Progression on androgen receptor inhibitors was associated with overexpression of stem (odds ratio [OR] 7.74, range 1.68–35.61) and neuroendocrine (OR 13.10, range 1.24–142.34) genes, while luminal genes were associated with taxanes (OR 2.7, range 1.07–6.82). Analyses in PCa transcriptomic datasets revealed that this gene panel was most prominent in metastases of advanced disease, with diversity among patients. Collectively, these findings support the contribution of the prostate cell subtypes to disease progression. Cell‐subtype specific genes are traceable in blood RNA of patients with advanced PCa and are associated with clinically relevant end points. This opens the door to minimally invasive liquid biopsies for better management of this deadly disease.
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spelling pubmed-96524352022-11-14 Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer Derderian, Seta Vesval, Quentin Wissing, Michel D. Hamel, Lucie Côté, Nathalie Vanhuyse, Marie Ferrario, Cristiano Bladou, Franck Aprikian, Armen Chevalier, Simone Clin Transl Sci Research Prostate cancer (PCa) clinical heterogeneity underscores tumor heterogeneity, which may be best defined by cell subtypes. To test if cell subtypes contributing to progression can be assessed noninvasively, we investigated whether 14 genes representing luminal, neuroendocrine, and stem cells are detectable in whole blood RNA of patients with advanced PCa. For each gene, reverse transcription quantitative polymerase chain reaction assays were first validated using RNA from PCa cell lines, and their traceability in blood was assessed in cell spiking experiments. These were next tested in blood RNA of 40 advanced PCa cases and 40 healthy controls. Expression in controls, which was low or negative, was used to define stringent thresholds for gene overexpression in patients to account for normal variation in white blood cells. Thirty‐five of 40 patients overexpressed at least one gene. Patients with more genes overexpressed had a higher risk of death (hazard ratio 1.42, range 1.12–1.77). Progression on androgen receptor inhibitors was associated with overexpression of stem (odds ratio [OR] 7.74, range 1.68–35.61) and neuroendocrine (OR 13.10, range 1.24–142.34) genes, while luminal genes were associated with taxanes (OR 2.7, range 1.07–6.82). Analyses in PCa transcriptomic datasets revealed that this gene panel was most prominent in metastases of advanced disease, with diversity among patients. Collectively, these findings support the contribution of the prostate cell subtypes to disease progression. Cell‐subtype specific genes are traceable in blood RNA of patients with advanced PCa and are associated with clinically relevant end points. This opens the door to minimally invasive liquid biopsies for better management of this deadly disease. John Wiley and Sons Inc. 2022-09-29 2022-11 /pmc/articles/PMC9652435/ /pubmed/36172886 http://dx.doi.org/10.1111/cts.13372 Text en © 2022 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research
Derderian, Seta
Vesval, Quentin
Wissing, Michel D.
Hamel, Lucie
Côté, Nathalie
Vanhuyse, Marie
Ferrario, Cristiano
Bladou, Franck
Aprikian, Armen
Chevalier, Simone
Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title_full Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title_fullStr Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title_full_unstemmed Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title_short Liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
title_sort liquid biopsy‐based targeted gene screening highlights tumor cell subtypes in patients with advanced prostate cancer
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9652435/
https://www.ncbi.nlm.nih.gov/pubmed/36172886
http://dx.doi.org/10.1111/cts.13372
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