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Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data
Patient-derived scaffolds (PDSs) generated from primary breast cancer tumors can be used to model the tumor microenvironment in vitro. Patient-derived scaffolds are generated by repeated detergent washing, removing all cells. Here, we analyzed the protein composition of 15 decellularized PDSs using...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327418/ https://www.ncbi.nlm.nih.gov/pubmed/32637480 http://dx.doi.org/10.1016/j.dib.2020.105860 |
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author | Landberg, Göran Jonasson, Emma Gustafsson, Anna Fitzpatrick, Paul Isakson, Pauline Karlsson, Joakim Larsson, Erik Svanström, Andreas Rafnsdottir, Svanheidur Persson, Emma Andersson, Daniel Rosendahl, Jennifer Petronis, Sarunas Ranji, Parmida Gregersson, Pernilla Magnusson, Ylva Håkansson, Joakim Ståhlberg, Anders |
author_facet | Landberg, Göran Jonasson, Emma Gustafsson, Anna Fitzpatrick, Paul Isakson, Pauline Karlsson, Joakim Larsson, Erik Svanström, Andreas Rafnsdottir, Svanheidur Persson, Emma Andersson, Daniel Rosendahl, Jennifer Petronis, Sarunas Ranji, Parmida Gregersson, Pernilla Magnusson, Ylva Håkansson, Joakim Ståhlberg, Anders |
author_sort | Landberg, Göran |
collection | PubMed |
description | Patient-derived scaffolds (PDSs) generated from primary breast cancer tumors can be used to model the tumor microenvironment in vitro. Patient-derived scaffolds are generated by repeated detergent washing, removing all cells. Here, we analyzed the protein composition of 15 decellularized PDSs using liquid chromatography-mass spectrometry/mass spectrometry. One hundred forty-three proteins were detected and their relative abundance was calculated using a reference sample generated from all PDSs. We performed heatmap analysis of all the detected proteins to display their expression patterns across different PDSs together with pathway enrichment analysis to reveal which processes that were connected to PDS protein composition. This protein dataset together with clinical information is useful to investigators studying the microenvironment of breast cancers. Further, after repopulating PDSs with either MCF7 or MDA-MB-231 cells, we quantified their gene expression profiles using RNA sequencing. These data were also compared to cells cultured in conventional 2D conditions, as well as to cells cultured as xenografts in immune-deficient mice. We investigated the overlap of genes regulated between these different culture conditions and performed pathway enrichment analysis of genes regulated by both PDS and xenograft cultures compared to 2D in both cell lines to describe common processes associated with both culture conditions. Apart from our described analyses of these systems, these data are useful when comparing different experimental model systems. Downstream data analyses and interpretations can be found in the research article “Patient-derived scaffolds uncover breast cancer promoting properties of the microenvironment” [1]. |
format | Online Article Text |
id | pubmed-7327418 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-73274182020-07-06 Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data Landberg, Göran Jonasson, Emma Gustafsson, Anna Fitzpatrick, Paul Isakson, Pauline Karlsson, Joakim Larsson, Erik Svanström, Andreas Rafnsdottir, Svanheidur Persson, Emma Andersson, Daniel Rosendahl, Jennifer Petronis, Sarunas Ranji, Parmida Gregersson, Pernilla Magnusson, Ylva Håkansson, Joakim Ståhlberg, Anders Data Brief Biochemistry, Genetics and Molecular Biology Patient-derived scaffolds (PDSs) generated from primary breast cancer tumors can be used to model the tumor microenvironment in vitro. Patient-derived scaffolds are generated by repeated detergent washing, removing all cells. Here, we analyzed the protein composition of 15 decellularized PDSs using liquid chromatography-mass spectrometry/mass spectrometry. One hundred forty-three proteins were detected and their relative abundance was calculated using a reference sample generated from all PDSs. We performed heatmap analysis of all the detected proteins to display their expression patterns across different PDSs together with pathway enrichment analysis to reveal which processes that were connected to PDS protein composition. This protein dataset together with clinical information is useful to investigators studying the microenvironment of breast cancers. Further, after repopulating PDSs with either MCF7 or MDA-MB-231 cells, we quantified their gene expression profiles using RNA sequencing. These data were also compared to cells cultured in conventional 2D conditions, as well as to cells cultured as xenografts in immune-deficient mice. We investigated the overlap of genes regulated between these different culture conditions and performed pathway enrichment analysis of genes regulated by both PDS and xenograft cultures compared to 2D in both cell lines to describe common processes associated with both culture conditions. Apart from our described analyses of these systems, these data are useful when comparing different experimental model systems. Downstream data analyses and interpretations can be found in the research article “Patient-derived scaffolds uncover breast cancer promoting properties of the microenvironment” [1]. Elsevier 2020-06-16 /pmc/articles/PMC7327418/ /pubmed/32637480 http://dx.doi.org/10.1016/j.dib.2020.105860 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Biochemistry, Genetics and Molecular Biology Landberg, Göran Jonasson, Emma Gustafsson, Anna Fitzpatrick, Paul Isakson, Pauline Karlsson, Joakim Larsson, Erik Svanström, Andreas Rafnsdottir, Svanheidur Persson, Emma Andersson, Daniel Rosendahl, Jennifer Petronis, Sarunas Ranji, Parmida Gregersson, Pernilla Magnusson, Ylva Håkansson, Joakim Ståhlberg, Anders Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title | Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title_full | Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title_fullStr | Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title_full_unstemmed | Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title_short | Characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and RNA sequencing data |
title_sort | characterization of cell-free breast cancer patient-derived scaffolds using liquid chromatography-mass spectrometry/mass spectrometry data and rna sequencing data |
topic | Biochemistry, Genetics and Molecular Biology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7327418/ https://www.ncbi.nlm.nih.gov/pubmed/32637480 http://dx.doi.org/10.1016/j.dib.2020.105860 |
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