Serial single-cell RNA sequencing unveils drug resistance and metastatic traits in stage IV breast cancer

Metastasis is a complex process that remains poorly understood at the molecular levels. We profiled single-cell transcriptomic, genomic, and epigenomic changes associated with cancer cell progression, chemotherapy resistance, and metastasis from a Stage IV breast cancer patient. Pretreatment- and posttreatment-specimens from the primary tumor and distant metastases were collected for single-cell RNA sequencing and subsequent cell clustering, copy number variation (CNV) estimation, transcriptomic factor estimation, and pseudotime analyses. CNV analysis revealed that a small population of pretreatment cancer cells resisted chemotherapy and expanded. New clones including Metastatic Precursor Cells (MPCs), emerged in the posttreatment primary tumors in CNV similar to metastatic cells. MPCs exhibited expression profiles indicative of epithelial-mesenchymal transition. Comparison of MPCs with metastatic cancer cells also revealed dynamic changes in transcription factors and calcitonin pathway gene expression. These findings demonstrate the utility of single-patient clinical sample analysis for understanding tumor drug resistance, regrowth, and metastasis.

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Publication Details

Journal
npj Precision Oncology
Published
2024-10-03
DOI
https://doi.org/10.1038/s41698-024-00723-6
Citations
8
Primary Topic
Single-cell and spatial transcriptomics
Type
article
Field-Weighted Citation Impact
1.87
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article

Serial single-cell RNA sequencing unveils drug resistance and metastatic traits in stage IV breast cancer

Sumito Saeki, Reo Maruyama, Toshimi Takano, Kengo Takeuchi et al.
8 citations
npj Precision Oncology
Single-cell and spatial transcriptomics
1.87
article

Serial single-cell RNA sequencing unveils drug resistance and metastatic traits in stage IV breast cancer

Sumito Saeki, Reo Maruyama, Toshimi Takano, Kengo Takeuchi, Tomo Osako, Liying Yang, Kohei Kumegawa, Shinji Ohno, Takayuki Ueno, Kazutaka Otsuji, Hiromu Suzuki, Takayuki Kobayashi, Yōko Takahashi, Tetsuo Noda, Satoko Baba
article en
8 citations

Abstract

Metastasis is a complex process that remains poorly understood at the molecular levels. We profiled single-cell transcriptomic, genomic, and epigenomic changes associated with cancer cell progression, chemotherapy resistance, and metastasis from a Stage IV breast cancer patient. Pretreatment- and posttreatment-specimens from the primary tumor and distant metastases were collected for single-cell RNA sequencing and subsequent cell clustering, copy number variation (CNV) estimation, transcriptomic factor estimation, and pseudotime analyses. CNV analysis revealed that a small population of pretreatment cancer cells resisted chemotherapy and expanded. New clones including Metastatic Precursor Cells (MPCs), emerged in the posttreatment primary tumors in CNV similar to metastatic cells. MPCs exhibited expression profiles indicative of epithelial-mesenchymal transition. Comparison of MPCs with metastatic cancer cells also revealed dynamic changes in transcription factors and calcitonin pathway gene expression. These findings demonstrate the utility of single-patient clinical sample analysis for understanding tumor drug resistance, regrowth, and metastasis.

npj Precision OncologyVol. 8(1)
Sapporo Medical University (JP), Japanese Foundation For Cancer Research (JP)
Good health and well-being
Openalex Percentile: Top 14%
Single-cell and spatial transcriptomics
1.87
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