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Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts

Colorectal cancer (CRC) is the second most common cancer in Europe and a leading cause of death worldwide. Patient-derived xenograft (PDX) models maintain complex intratumoral biology and heterogeneity and therefore remain the platform of choice for translational drug discovery. In this study, we im...

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Autores principales: Cybulska, Magdalena, Olesinski, Tomasz, Goryca, Krzysztof, Paczkowska, Katarzyna, Statkiewicz, Malgorzata, Kopczynski, Michal, Grochowska, Aleksandra, Unrug-Bielawska, Katarzyna, Tyl-Bielicka, Anita, Gajewska, Marta, Mroz, Andrzej, Dabrowska, Michalina, Karczmarski, Jakub, Paziewska, Agnieszka, Zając, Leszek, Bednarczyk, Mariusz, Mikula, Michal, Ostrowski, Jerzy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313970/
https://www.ncbi.nlm.nih.gov/pubmed/30662905
http://dx.doi.org/10.1155/2018/2954208
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author Cybulska, Magdalena
Olesinski, Tomasz
Goryca, Krzysztof
Paczkowska, Katarzyna
Statkiewicz, Malgorzata
Kopczynski, Michal
Grochowska, Aleksandra
Unrug-Bielawska, Katarzyna
Tyl-Bielicka, Anita
Gajewska, Marta
Mroz, Andrzej
Dabrowska, Michalina
Karczmarski, Jakub
Paziewska, Agnieszka
Zając, Leszek
Bednarczyk, Mariusz
Mikula, Michal
Ostrowski, Jerzy
author_facet Cybulska, Magdalena
Olesinski, Tomasz
Goryca, Krzysztof
Paczkowska, Katarzyna
Statkiewicz, Malgorzata
Kopczynski, Michal
Grochowska, Aleksandra
Unrug-Bielawska, Katarzyna
Tyl-Bielicka, Anita
Gajewska, Marta
Mroz, Andrzej
Dabrowska, Michalina
Karczmarski, Jakub
Paziewska, Agnieszka
Zając, Leszek
Bednarczyk, Mariusz
Mikula, Michal
Ostrowski, Jerzy
author_sort Cybulska, Magdalena
collection PubMed
description Colorectal cancer (CRC) is the second most common cancer in Europe and a leading cause of death worldwide. Patient-derived xenograft (PDX) models maintain complex intratumoral biology and heterogeneity and therefore remain the platform of choice for translational drug discovery. In this study, we implanted 37 primary CRC tumors and five CRC cell lines into NU/J mice to develop xenograft models. Primary tumors and established xenografts were histologically assessed and surveyed for genetic variants and gene expression using a panel of 409 cancer-related genes and RNA-seq, respectively. More than half of CRC tumors (20 out of 37, 54%) developed into a PDX. Histological assessment confirmed that PDX grading, stromal components, inflammation, and budding were consistent with those of the primary tumors. DNA sequencing identified an average of 0.14 variants per gene per sample. The percentage of mutated variants in PDXs increased with successive passages, indicating a decrease in clonal heterogeneity. Gene Ontology analyses of 4180 differentially expressed transcripts (adj. p value < 0.05) revealed overrepresentation of genes involved in cell division and catabolic processes among the transcripts upregulated in PDXs; downregulated transcripts were associated with GO terms related to extracellular matrix organization, immune responses, and angiogenesis. Neither a transcriptome-based consensus molecular subtype (CMS) classifier nor three other predictors reliably matched PDX molecular subtypes with those of the primary tumors. In sum, both genetic and transcriptomic profiles differed between donor tumors and PDXs, likely as a consequence of subclonal evolution at the early phase of xenograft development, making molecular stratification of PDXs challenging.
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spelling pubmed-63139702019-01-20 Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts Cybulska, Magdalena Olesinski, Tomasz Goryca, Krzysztof Paczkowska, Katarzyna Statkiewicz, Malgorzata Kopczynski, Michal Grochowska, Aleksandra Unrug-Bielawska, Katarzyna Tyl-Bielicka, Anita Gajewska, Marta Mroz, Andrzej Dabrowska, Michalina Karczmarski, Jakub Paziewska, Agnieszka Zając, Leszek Bednarczyk, Mariusz Mikula, Michal Ostrowski, Jerzy Biomed Res Int Research Article Colorectal cancer (CRC) is the second most common cancer in Europe and a leading cause of death worldwide. Patient-derived xenograft (PDX) models maintain complex intratumoral biology and heterogeneity and therefore remain the platform of choice for translational drug discovery. In this study, we implanted 37 primary CRC tumors and five CRC cell lines into NU/J mice to develop xenograft models. Primary tumors and established xenografts were histologically assessed and surveyed for genetic variants and gene expression using a panel of 409 cancer-related genes and RNA-seq, respectively. More than half of CRC tumors (20 out of 37, 54%) developed into a PDX. Histological assessment confirmed that PDX grading, stromal components, inflammation, and budding were consistent with those of the primary tumors. DNA sequencing identified an average of 0.14 variants per gene per sample. The percentage of mutated variants in PDXs increased with successive passages, indicating a decrease in clonal heterogeneity. Gene Ontology analyses of 4180 differentially expressed transcripts (adj. p value < 0.05) revealed overrepresentation of genes involved in cell division and catabolic processes among the transcripts upregulated in PDXs; downregulated transcripts were associated with GO terms related to extracellular matrix organization, immune responses, and angiogenesis. Neither a transcriptome-based consensus molecular subtype (CMS) classifier nor three other predictors reliably matched PDX molecular subtypes with those of the primary tumors. In sum, both genetic and transcriptomic profiles differed between donor tumors and PDXs, likely as a consequence of subclonal evolution at the early phase of xenograft development, making molecular stratification of PDXs challenging. Hindawi 2018-12-19 /pmc/articles/PMC6313970/ /pubmed/30662905 http://dx.doi.org/10.1155/2018/2954208 Text en Copyright © 2018 Magdalena Cybulska et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Cybulska, Magdalena
Olesinski, Tomasz
Goryca, Krzysztof
Paczkowska, Katarzyna
Statkiewicz, Malgorzata
Kopczynski, Michal
Grochowska, Aleksandra
Unrug-Bielawska, Katarzyna
Tyl-Bielicka, Anita
Gajewska, Marta
Mroz, Andrzej
Dabrowska, Michalina
Karczmarski, Jakub
Paziewska, Agnieszka
Zając, Leszek
Bednarczyk, Mariusz
Mikula, Michal
Ostrowski, Jerzy
Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title_full Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title_fullStr Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title_full_unstemmed Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title_short Challenges in Stratifying the Molecular Variability of Patient-Derived Colon Tumor Xenografts
title_sort challenges in stratifying the molecular variability of patient-derived colon tumor xenografts
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6313970/
https://www.ncbi.nlm.nih.gov/pubmed/30662905
http://dx.doi.org/10.1155/2018/2954208
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