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Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin
BACKGROUND: The intratumor heterogeneity (ITH) of cancer cells plays an important role in breast cancer resistance and recurrence. To develop better therapeutic strategies, it is necessary to understand the molecular mechanisms underlying ITH and their functional significance. Patient-derived organo...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942352/ https://www.ncbi.nlm.nih.gov/pubmed/36810117 http://dx.doi.org/10.1186/s13058-023-01617-4 |
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author | Saeki, Sumito Kumegawa, Kohei Takahashi, Yoko Yang, Liying Osako, Tomo Yasen, Mahmut Otsuji, Kazutaka Miyata, Kenichi Yamakawa, Kaoru Suzuka, Jun Sakimoto, Yuri Ozaki, Yukinori Takano, Toshimi Sano, Takeshi Noda, Tetsuo Ohno, Shinji Yao, Ryoji Ueno, Takayuki Maruyama, Reo |
author_facet | Saeki, Sumito Kumegawa, Kohei Takahashi, Yoko Yang, Liying Osako, Tomo Yasen, Mahmut Otsuji, Kazutaka Miyata, Kenichi Yamakawa, Kaoru Suzuka, Jun Sakimoto, Yuri Ozaki, Yukinori Takano, Toshimi Sano, Takeshi Noda, Tetsuo Ohno, Shinji Yao, Ryoji Ueno, Takayuki Maruyama, Reo |
author_sort | Saeki, Sumito |
collection | PubMed |
description | BACKGROUND: The intratumor heterogeneity (ITH) of cancer cells plays an important role in breast cancer resistance and recurrence. To develop better therapeutic strategies, it is necessary to understand the molecular mechanisms underlying ITH and their functional significance. Patient-derived organoids (PDOs) have recently been utilized in cancer research. They can also be used to study ITH as cancer cell diversity is thought to be maintained within the organoid line. However, no reports investigated intratumor transcriptomic heterogeneity in organoids derived from patients with breast cancer. This study aimed to investigate transcriptomic ITH in breast cancer PDOs. METHODS: We established PDO lines from ten patients with breast cancer and performed single-cell transcriptomic analysis. First, we clustered cancer cells for each PDO using the Seurat package. Then, we defined and compared the cluster-specific gene signature (ClustGS) corresponding to each cell cluster in each PDO. RESULTS: Cancer cells were clustered into 3–6 cell populations with distinct cellular states in each PDO line. We identified 38 clusters with ClustGS in 10 PDO lines and used Jaccard similarity index to compare the similarity of these signatures. We found that 29 signatures could be categorized into 7 shared meta-ClustGSs, such as those related to the cell cycle or epithelial–mesenchymal transition, and 9 signatures were unique to single PDO lines. These unique cell populations appeared to represent the characteristics of the original tumors derived from patients. CONCLUSIONS: We confirmed the existence of transcriptomic ITH in breast cancer PDOs. Some cellular states were commonly observed in multiple PDOs, whereas others were specific to single PDO lines. The combination of these shared and unique cellular states formed the ITH of each PDO. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-023-01617-4. |
format | Online Article Text |
id | pubmed-9942352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-99423522023-02-22 Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin Saeki, Sumito Kumegawa, Kohei Takahashi, Yoko Yang, Liying Osako, Tomo Yasen, Mahmut Otsuji, Kazutaka Miyata, Kenichi Yamakawa, Kaoru Suzuka, Jun Sakimoto, Yuri Ozaki, Yukinori Takano, Toshimi Sano, Takeshi Noda, Tetsuo Ohno, Shinji Yao, Ryoji Ueno, Takayuki Maruyama, Reo Breast Cancer Res Research BACKGROUND: The intratumor heterogeneity (ITH) of cancer cells plays an important role in breast cancer resistance and recurrence. To develop better therapeutic strategies, it is necessary to understand the molecular mechanisms underlying ITH and their functional significance. Patient-derived organoids (PDOs) have recently been utilized in cancer research. They can also be used to study ITH as cancer cell diversity is thought to be maintained within the organoid line. However, no reports investigated intratumor transcriptomic heterogeneity in organoids derived from patients with breast cancer. This study aimed to investigate transcriptomic ITH in breast cancer PDOs. METHODS: We established PDO lines from ten patients with breast cancer and performed single-cell transcriptomic analysis. First, we clustered cancer cells for each PDO using the Seurat package. Then, we defined and compared the cluster-specific gene signature (ClustGS) corresponding to each cell cluster in each PDO. RESULTS: Cancer cells were clustered into 3–6 cell populations with distinct cellular states in each PDO line. We identified 38 clusters with ClustGS in 10 PDO lines and used Jaccard similarity index to compare the similarity of these signatures. We found that 29 signatures could be categorized into 7 shared meta-ClustGSs, such as those related to the cell cycle or epithelial–mesenchymal transition, and 9 signatures were unique to single PDO lines. These unique cell populations appeared to represent the characteristics of the original tumors derived from patients. CONCLUSIONS: We confirmed the existence of transcriptomic ITH in breast cancer PDOs. Some cellular states were commonly observed in multiple PDOs, whereas others were specific to single PDO lines. The combination of these shared and unique cellular states formed the ITH of each PDO. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13058-023-01617-4. BioMed Central 2023-02-21 2023 /pmc/articles/PMC9942352/ /pubmed/36810117 http://dx.doi.org/10.1186/s13058-023-01617-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Saeki, Sumito Kumegawa, Kohei Takahashi, Yoko Yang, Liying Osako, Tomo Yasen, Mahmut Otsuji, Kazutaka Miyata, Kenichi Yamakawa, Kaoru Suzuka, Jun Sakimoto, Yuri Ozaki, Yukinori Takano, Toshimi Sano, Takeshi Noda, Tetsuo Ohno, Shinji Yao, Ryoji Ueno, Takayuki Maruyama, Reo Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title | Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title_full | Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title_fullStr | Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title_full_unstemmed | Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title_short | Transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
title_sort | transcriptomic intratumor heterogeneity of breast cancer patient-derived organoids may reflect the unique biological features of the tumor of origin |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9942352/ https://www.ncbi.nlm.nih.gov/pubmed/36810117 http://dx.doi.org/10.1186/s13058-023-01617-4 |
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