Single-cell transcriptomic mapping of patient-derived primary liver cancer organoids reveals molecular subtypes and guides precision drug targeting.

IF 4.8 2区 医学 Q1 Medicine
Shipeng Dai, Jian Wu, Yue Chai, Zhouxiao Li, Yuchen Xie, Hongyu Wang, Ziyuan Liu, Yanshu He, Hengsong Cao, Weiwei Tang, Jintao Xu, Zongkang Zhang, Yongxiang Xia, Xuehao Wang, Li Liu, Xinyi Xia, Yun Gao
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Abstract

BACKGROUND: Current liver cancer research lacks reliable in vitro models that replicate tumor pathophysiology. This study establishes primary liver cancer (PLC) organoids from three major subtypes—hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC), and combined hepatocellular-cholangiocarcinoma (CHC)—to enable precise diagnostics and personalized therapies through comprehensive genomic profiling. METHODS: Organoid cultures were generated from 11 PLC patients (5 HCC, 3 ICC, 3 CHC). Whole exome sequencing (WES), RNA-seq, and single-cell RNA-seq (scRNA-seq) were performed to analyze molecular differences. Drug screening targeting subtype-specific pathways was conducted to validate sequencing findings. RESULTS: WES and RNA-seq confirmed that organoids retained parental tumor genetics and heterogeneity, distinct from paracancerous tissues. scRNA-seq revealed distinct cell populations in HCC, ICC, and CHC organoids. Lipid metabolism was enriched in HCC organoids; tumor migration pathways were upregulated in ICC organoids; and mitochondrial function was enhanced in CHC organoids. Rosuvastatin inhibited HCC growth by targeting lipid metabolism, while pemigatinib reduced ICC malignancy by suppressing epithelial-mesenchymal transition. Regorafenib impaired mitochondrial function in CHC organoids, slowing progression. CONCLUSIONS: PLC-derived organoids serve as robust tools for biomarker discovery and drug screening. scRNA-seq elucidates inter- and intra-tumoral heterogeneity, offering insights for precision therapy in liver cancer. This model advances personalized treatment strategies for diverse PLC subtypes.

患者源性原发性肝癌类器官的单细胞转录组图谱揭示分子亚型并指导精确药物靶向。
背景:目前的肝癌研究缺乏可靠的复制肿瘤病理生理的体外模型。本研究从三个主要亚型——肝细胞癌(HCC)、肝内胆管癌(ICC)和肝细胞胆管合并癌(CHC)——中建立原发性肝癌(PLC)类器官,通过全面的基因组分析实现精确诊断和个性化治疗。方法:对11例PLC患者(5例HCC, 3例ICC, 3例CHC)进行类器官培养。采用全外显子组测序(WES)、RNA-seq和单细胞RNA-seq (scRNA-seq)分析分子差异。针对亚型特异性途径进行药物筛选以验证测序结果。结果:WES和RNA-seq证实类器官保留了亲代肿瘤的遗传和异质性,与癌旁组织不同。scRNA-seq显示HCC、ICC和CHC类器官中不同的细胞群。肝细胞癌类器官中脂质代谢富集;ICC类器官中肿瘤迁移途径上调;CHC类器官线粒体功能增强。瑞舒伐他汀通过靶向脂质代谢抑制HCC生长,而培伽替尼通过抑制上皮-间质转化降低ICC恶性肿瘤。瑞非尼损害CHC类器官的线粒体功能,减缓进展。结论:plc衍生的类器官可作为生物标志物发现和药物筛选的有力工具。scRNA-seq阐明了肿瘤间和肿瘤内的异质性,为肝癌的精确治疗提供了见解。该模型提出了针对不同PLC亚型的个性化治疗策略。
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来源期刊
Cellular Oncology
Cellular Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
10.40
自引率
1.50%
发文量
0
审稿时长
16 weeks
期刊介绍: The Official Journal of the International Society for Cellular Oncology Focuses on translational research Addresses the conversion of cell biology to clinical applications Cellular Oncology publishes scientific contributions from various biomedical and clinical disciplines involved in basic and translational cancer research on the cell and tissue level, technical and bioinformatics developments in this area, and clinical applications. This includes a variety of fields like genome technology, micro-arrays and other high-throughput techniques, genomic instability, SNP, DNA methylation, signaling pathways, DNA organization, (sub)microscopic imaging, proteomics, bioinformatics, functional effects of genomics, drug design and development, molecular diagnostics and targeted cancer therapies, genotype-phenotype interactions. A major goal is to translate the latest developments in these fields from the research laboratory into routine patient management. To this end Cellular Oncology forms a platform of scientific information exchange between molecular biologists and geneticists, technical developers, pathologists, (medical) oncologists and other clinicians involved in the management of cancer patients. In vitro studies are preferentially supported by validations in tumor tissue with clinicopathological associations.
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