Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783384051641483264 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6313970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT cybulskamagdalena challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT olesinskitomasz challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT gorycakrzysztof challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT paczkowskakatarzyna challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT statkiewiczmalgorzata challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT kopczynskimichal challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT grochowskaaleksandra challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT unrugbielawskakatarzyna challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT tylbielickaanita challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT gajewskamarta challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT mrozandrzej challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT dabrowskamichalina challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT karczmarskijakub challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT paziewskaagnieszka challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT zajacleszek challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT bednarczykmariusz challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT mikulamichal challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts AT ostrowskijerzy challengesinstratifyingthemolecularvariabilityofpatientderivedcolontumorxenografts |