Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours

Breast cancer (BC) cell lines are useful experimental models to understand cancer biology. Yet, their relevance to modelling cancer remains unclear. To better understand the tumour-modelling efficacy of cell lines, we performed RNA-seq analyses on a combined dataset of 2D and 3D cultures of tumourig...

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Main Authors: Goh, Jeremy Joon Ho, Goh, Corinna Jie Hui, Lim, Qian Wei, Zhang, Songjing, Koh, Cheng-Gee, Chiam, Keng-Hwee
Other Authors: School of Biological Sciences
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/171206
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Institution: Nanyang Technological University
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spelling sg-ntu-dr.10356-1712062023-10-23T15:32:11Z Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours Goh, Jeremy Joon Ho Goh, Corinna Jie Hui Lim, Qian Wei Zhang, Songjing Koh, Cheng-Gee Chiam, Keng-Hwee School of Biological Sciences Science::Biological sciences Cell Adhesion Cell Nucleus Division Breast cancer (BC) cell lines are useful experimental models to understand cancer biology. Yet, their relevance to modelling cancer remains unclear. To better understand the tumour-modelling efficacy of cell lines, we performed RNA-seq analyses on a combined dataset of 2D and 3D cultures of tumourigenic MCF7 and non-tumourigenic MCF10A. To our knowledge, this was the first RNA-seq dataset comprising of 2D and 3D cultures of MCF7 and MCF10A within the same experiment, which facilitates the elucidation of differences between MCF7 and MCF10A across culture types. We compared the genes and gene sets distinguishing MCF7 from MCF10A against separate RNA-seq analyses of clinical luminal A (LumA) and normal samples from the TCGA-BRCA dataset. Among the 1031 cancer-related genes distinguishing LumA from normal samples, only 5.1% and 15.7% of these genes also distinguished MCF7 from MCF10A in 2D and 3D cultures respectively, suggesting that different genes drive cancer-related differences in cell lines compared to clinical BC. Unlike LumA tumours which showed increased nuclear division-related gene expression compared to normal tissue, nuclear division-related gene expression in MCF7 was similar to MCF10A. Moreover, although LumA tumours had similar cell adhesion-related gene expression compared to normal tissues, MCF7 showed reduced cell adhesion-related gene expression compared to MCF10A. These findings suggest that MCF7 and MCF10A cell lines were limited in their ability to model cancer-related processes in clinical LumA tumours. Ministry of Education (MOE) Ministry of Health (MOH) Published version This study was funded by MOE Academic Research Fund Tier 1 Grant (Award Number: RG106/20) from Ministry of Education, Singapore, and funding support to CGK from School of Biological Sciences, Nanyang Technological University. 2023-10-20T01:40:52Z 2023-10-20T01:40:52Z 2022 Journal Article Goh, J. J. H., Goh, C. J. H., Lim, Q. W., Zhang, S., Koh, C. & Chiam, K. (2022). Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours. Scientific Reports, 12(1), 20902-. https://dx.doi.org/10.1038/s41598-022-24511-z 2045-2322 https://hdl.handle.net/10356/171206 10.1038/s41598-022-24511-z 36463288 2-s2.0-85143217729 1 12 20902 en RG106/20 Scientific Reports © 2022 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Biological sciences
Cell Adhesion
Cell Nucleus Division
spellingShingle Science::Biological sciences
Cell Adhesion
Cell Nucleus Division
Goh, Jeremy Joon Ho
Goh, Corinna Jie Hui
Lim, Qian Wei
Zhang, Songjing
Koh, Cheng-Gee
Chiam, Keng-Hwee
Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
description Breast cancer (BC) cell lines are useful experimental models to understand cancer biology. Yet, their relevance to modelling cancer remains unclear. To better understand the tumour-modelling efficacy of cell lines, we performed RNA-seq analyses on a combined dataset of 2D and 3D cultures of tumourigenic MCF7 and non-tumourigenic MCF10A. To our knowledge, this was the first RNA-seq dataset comprising of 2D and 3D cultures of MCF7 and MCF10A within the same experiment, which facilitates the elucidation of differences between MCF7 and MCF10A across culture types. We compared the genes and gene sets distinguishing MCF7 from MCF10A against separate RNA-seq analyses of clinical luminal A (LumA) and normal samples from the TCGA-BRCA dataset. Among the 1031 cancer-related genes distinguishing LumA from normal samples, only 5.1% and 15.7% of these genes also distinguished MCF7 from MCF10A in 2D and 3D cultures respectively, suggesting that different genes drive cancer-related differences in cell lines compared to clinical BC. Unlike LumA tumours which showed increased nuclear division-related gene expression compared to normal tissue, nuclear division-related gene expression in MCF7 was similar to MCF10A. Moreover, although LumA tumours had similar cell adhesion-related gene expression compared to normal tissues, MCF7 showed reduced cell adhesion-related gene expression compared to MCF10A. These findings suggest that MCF7 and MCF10A cell lines were limited in their ability to model cancer-related processes in clinical LumA tumours.
author2 School of Biological Sciences
author_facet School of Biological Sciences
Goh, Jeremy Joon Ho
Goh, Corinna Jie Hui
Lim, Qian Wei
Zhang, Songjing
Koh, Cheng-Gee
Chiam, Keng-Hwee
format Article
author Goh, Jeremy Joon Ho
Goh, Corinna Jie Hui
Lim, Qian Wei
Zhang, Songjing
Koh, Cheng-Gee
Chiam, Keng-Hwee
author_sort Goh, Jeremy Joon Ho
title Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
title_short Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
title_full Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
title_fullStr Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
title_full_unstemmed Transcriptomics indicate nuclear division and cell adhesion not recapitulated in MCF7 and MCF10A compared to luminal a breast tumours
title_sort transcriptomics indicate nuclear division and cell adhesion not recapitulated in mcf7 and mcf10a compared to luminal a breast tumours
publishDate 2023
url https://hdl.handle.net/10356/171206
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