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Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models

Genetic heterogeneity within a tumor arises by clonal evolution, and patients with highly heterogeneous tumors are more likely to be resistant to therapy and have reduced survival. Clonal evolution also occurs when a subset of cells leave the primary tumor to form metastases, which leads to reduced...

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Autores principales: Sprouffske, Kathleen, Kerr, Grainne, Li, Cheng, Prahallad, Anirudh, Rebmann, Ramona, Waehle, Verena, Naumann, Ulrike, Bitter, Hans, Jensen, Michael R, Hofmann, Francesco, Brachmann, Saskia M, Ferretti, Stéphane, Kauffmann, Audrey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026725/
https://www.ncbi.nlm.nih.gov/pubmed/32099592
http://dx.doi.org/10.1016/j.csbj.2020.01.008
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author Sprouffske, Kathleen
Kerr, Grainne
Li, Cheng
Prahallad, Anirudh
Rebmann, Ramona
Waehle, Verena
Naumann, Ulrike
Bitter, Hans
Jensen, Michael R
Hofmann, Francesco
Brachmann, Saskia M
Ferretti, Stéphane
Kauffmann, Audrey
author_facet Sprouffske, Kathleen
Kerr, Grainne
Li, Cheng
Prahallad, Anirudh
Rebmann, Ramona
Waehle, Verena
Naumann, Ulrike
Bitter, Hans
Jensen, Michael R
Hofmann, Francesco
Brachmann, Saskia M
Ferretti, Stéphane
Kauffmann, Audrey
author_sort Sprouffske, Kathleen
collection PubMed
description Genetic heterogeneity within a tumor arises by clonal evolution, and patients with highly heterogeneous tumors are more likely to be resistant to therapy and have reduced survival. Clonal evolution also occurs when a subset of cells leave the primary tumor to form metastases, which leads to reduced genetic heterogeneity at the metastatic site. Although this process has been observed in human cancer, experimental models which recapitulate this process are lacking. Patient-derived tumor xenografts (PDX) have been shown to recapitulate the patient’s original tumor’s intra-tumor genetic heterogeneity, as well as its genomics and response to treatment, but whether they can be used to model clonal evolution in the metastatic process is currently unknown. Here, we address this question by following genetic changes in two breast cancer PDX models during metastasis. First, we discovered that mouse stroma can be a confounding factor in assessing intra-tumor heterogeneity by whole exome sequencing, thus we developed a new bioinformatic approach to correct for this. Finally, in a spontaneous, but not experimental (tail-vein) metastasis model we observed a loss of heterogeneity in PDX metastases compared to their orthotopic “primary” tumors, confirming that PDX models can faithfully mimic the clonal evolution process undergone in human patients during metastatic spreading.
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spelling pubmed-70267252020-02-25 Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models Sprouffske, Kathleen Kerr, Grainne Li, Cheng Prahallad, Anirudh Rebmann, Ramona Waehle, Verena Naumann, Ulrike Bitter, Hans Jensen, Michael R Hofmann, Francesco Brachmann, Saskia M Ferretti, Stéphane Kauffmann, Audrey Comput Struct Biotechnol J Research Article Genetic heterogeneity within a tumor arises by clonal evolution, and patients with highly heterogeneous tumors are more likely to be resistant to therapy and have reduced survival. Clonal evolution also occurs when a subset of cells leave the primary tumor to form metastases, which leads to reduced genetic heterogeneity at the metastatic site. Although this process has been observed in human cancer, experimental models which recapitulate this process are lacking. Patient-derived tumor xenografts (PDX) have been shown to recapitulate the patient’s original tumor’s intra-tumor genetic heterogeneity, as well as its genomics and response to treatment, but whether they can be used to model clonal evolution in the metastatic process is currently unknown. Here, we address this question by following genetic changes in two breast cancer PDX models during metastasis. First, we discovered that mouse stroma can be a confounding factor in assessing intra-tumor heterogeneity by whole exome sequencing, thus we developed a new bioinformatic approach to correct for this. Finally, in a spontaneous, but not experimental (tail-vein) metastasis model we observed a loss of heterogeneity in PDX metastases compared to their orthotopic “primary” tumors, confirming that PDX models can faithfully mimic the clonal evolution process undergone in human patients during metastatic spreading. Research Network of Computational and Structural Biotechnology 2020-01-31 /pmc/articles/PMC7026725/ /pubmed/32099592 http://dx.doi.org/10.1016/j.csbj.2020.01.008 Text en © 2020 The Authors http://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 Article
Sprouffske, Kathleen
Kerr, Grainne
Li, Cheng
Prahallad, Anirudh
Rebmann, Ramona
Waehle, Verena
Naumann, Ulrike
Bitter, Hans
Jensen, Michael R
Hofmann, Francesco
Brachmann, Saskia M
Ferretti, Stéphane
Kauffmann, Audrey
Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title_full Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title_fullStr Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title_full_unstemmed Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title_short Genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
title_sort genetic heterogeneity and clonal evolution during metastasis in breast cancer patient-derived tumor xenograft models
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026725/
https://www.ncbi.nlm.nih.gov/pubmed/32099592
http://dx.doi.org/10.1016/j.csbj.2020.01.008
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