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单细胞转录组分析揭示了食管鳞癌细胞内在和获得性紫杉醇耐药的分子信号。

Single-cell Transcriptome Analyses Reveal Molecular Signals to Intrinsic and Acquired Paclitaxel Resistance in Esophageal Squamous Cancer Cells.

机构信息

Cancer Research Institute, Hangzhou Cancer Hospital, Hangzhou, 320000, Zhejiang Province, PR China; Center for Genomics & Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA; Department of Life Science, Sogang University, 35 Baekbeom-ro, Mapo-gu, Seoul 121-742, Republic of Korea.

Center for Genomics & Department of Basic Sciences, School of Medicine, Loma Linda University, Loma Linda, CA 92350, USA.

出版信息

Cancer Lett. 2018 Apr 28;420:156-167. doi: 10.1016/j.canlet.2018.01.059. Epub 2018 Feb 1.

Abstract

Paclitaxel is widely used in the combination chemotherapy for many cancers including esophageal squamous cell carcinoma (ESCC). However, the paclitaxel resistance occurs frequently in treating ESCC and the mechanism is not fully understood yet. The heterogeneity of gene expression within the drug-resistant cancer cells may be one of the major factors contributing to its resistance. In the present study, we successfully induced paclitaxel resistance in ESCC cell line KYSE-30 through low dose and long-term treatment of paclitaxel. Gene expression profiles were measured utilizing population RNA-seq and single-cell RNA-seq (scRNA-seq). 37 single cells from KYSE-30 cells and 73 single cells from paclitaxel resistant KYSE-30 cells (Taxol-R) were subjected to scRNA-seq. Weighted gene co-expression network analysis (WGCNA) of scRNA-seq data revealed two major subpopulations in both KYSE-30 and Taxol-R cancer cells. Two subpopulations based on the KRT19 expression levels in KYSE-30 cells exhibited different paclitaxel sensitivity, suggesting the existence of an intrinsic paclitaxel resistance in KYSE-30 cells. In addition, the Taxol-R cells that acquired the resistance to paclitaxel through induction were characterized with higher expressions of proteasomes but a lower expression of HIF-1 signaling genes. Furthermore, we showed that carfilzomib (CFZ), a proteasome inhibitor, could attenuate the paclitaxel resistance in Taxol-R cancer cells through activating the HIF-1 signaling. Our new finding may pave a way leading to an improvement in the treatment on cancers including ESCC by combining CFZ with paclitaxel as a novel approach for cancer therapy.

摘要

紫杉醇广泛用于包括食管鳞状细胞癌(ESCC)在内的多种癌症的联合化疗。然而,紫杉醇在治疗 ESCC 中经常发生耐药,其机制尚未完全阐明。耐药癌细胞内基因表达的异质性可能是导致其耐药的主要因素之一。在本研究中,我们通过低剂量和长期紫杉醇治疗成功诱导 ESCC 细胞系 KYSE-30 产生紫杉醇耐药。利用群体 RNA-seq 和单细胞 RNA-seq(scRNA-seq)测量基因表达谱。从 KYSE-30 细胞中获得了 37 个单细胞和从紫杉醇耐药的 KYSE-30 细胞(Taxol-R)中获得了 73 个单细胞进行 scRNA-seq。scRNA-seq 数据的加权基因共表达网络分析(WGCNA)显示 KYSE-30 和 Taxol-R 癌细胞中存在两个主要亚群。KYSE-30 细胞中基于 KRT19 表达水平的两个亚群表现出不同的紫杉醇敏感性,这表明 KYSE-30 细胞中存在内在的紫杉醇耐药性。此外,通过诱导获得紫杉醇耐药性的 Taxol-R 细胞表现出更高的蛋白酶体表达和更低的 HIF-1 信号基因表达。此外,我们表明蛋白酶体抑制剂卡非佐米(CFZ)可通过激活 HIF-1 信号来减弱 Taxol-R 癌细胞中的紫杉醇耐药性。我们的新发现可能为通过联合使用 CFZ 和紫杉醇作为癌症治疗的新方法来改善包括 ESCC 在内的癌症治疗铺平道路。

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