{"title":"序列单细胞 RNA 测序揭示 IV 期乳腺癌的耐药性和转移特征","authors":"Kazutaka Otsuji, Yoko Takahashi, Tomo Osako, Takayuki Kobayashi, Toshimi Takano, Sumito Saeki, Liying Yang, Satoko Baba, Kohei Kumegawa, Hiromu Suzuki, Tetsuo Noda, Kengo Takeuchi, Shinji Ohno, Takayuki Ueno, Reo Maruyama","doi":"10.1038/s41698-024-00723-6","DOIUrl":null,"url":null,"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.","PeriodicalId":19433,"journal":{"name":"NPJ Precision Oncology","volume":" ","pages":"1-15"},"PeriodicalIF":6.8000,"publicationDate":"2024-10-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11450160/pdf/","citationCount":"0","resultStr":"{\"title\":\"Serial single-cell RNA sequencing unveils drug resistance and metastatic traits in stage IV breast cancer\",\"authors\":\"Kazutaka Otsuji, Yoko Takahashi, Tomo Osako, Takayuki Kobayashi, Toshimi Takano, Sumito Saeki, Liying Yang, Satoko Baba, Kohei Kumegawa, Hiromu Suzuki, Tetsuo Noda, Kengo Takeuchi, Shinji Ohno, Takayuki Ueno, Reo Maruyama\",\"doi\":\"10.1038/s41698-024-00723-6\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":19433,\"journal\":{\"name\":\"NPJ Precision Oncology\",\"volume\":\" \",\"pages\":\"1-15\"},\"PeriodicalIF\":6.8000,\"publicationDate\":\"2024-10-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11450160/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"NPJ Precision Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.nature.com/articles/s41698-024-00723-6\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"NPJ Precision Oncology","FirstCategoryId":"3","ListUrlMain":"https://www.nature.com/articles/s41698-024-00723-6","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
癌细胞转移是一个复杂的过程,人们对其分子水平的了解仍然很少。我们对一名 IV 期乳腺癌患者的单细胞转录组、基因组和表观基因组变化进行了分析,这些变化与癌细胞进展、化疗耐药性和转移有关。我们收集了原发肿瘤和远处转移灶的治疗前和治疗后样本,进行了单细胞 RNA 测序,随后进行了细胞聚类、拷贝数变异(CNV)估计、转录组因子估计和伪时间分析。CNV 分析表明,一小部分治疗前癌细胞抵抗了化疗并扩大了。治疗后的原发肿瘤中出现了新的克隆,包括转移前体细胞(MPC),其CNV与转移细胞相似。MPCs 表现出上皮-间质转化的表达特征。MPCs 与转移癌细胞的比较还揭示了转录因子和降钙素通路基因表达的动态变化。这些发现证明了单个患者临床样本分析在了解肿瘤耐药性、再生和转移方面的实用性。
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.
期刊介绍:
Online-only and open access, npj Precision Oncology is an international, peer-reviewed journal dedicated to showcasing cutting-edge scientific research in all facets of precision oncology, spanning from fundamental science to translational applications and clinical medicine.