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肝内胆管癌起始和进展过程中的细胞异质性和转录组图谱。

Cellular heterogeneity and transcriptomic profiles during intrahepatic cholangiocarcinoma initiation and progression.

作者信息

Wang Tingjie, Xu Chuanrui, Zhang Zhijing, Wu Hua, Li Xiujuan, Zhang Yu, Deng Nan, Dang Ningxin, Tang Guangbo, Yang Xiaofei, Shi Bingyin, Li Zihang, Li Lei, Ye Kai

机构信息

School of Automation Science and Engineering, Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China.

School of Pharmacy, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

出版信息

Hepatology. 2022 Nov;76(5):1302-1317. doi: 10.1002/hep.32483. Epub 2022 Apr 24.

Abstract

BACKGROUND AND AIMS

Intrahepatic cholangiocarcinoma (ICC) is not fully investigated, and how stromal cells contribute to ICC formation is poorly understood. We aimed to uncover ICC origin, cellular heterogeneity, and critical modulators during ICC initiation/progression, and to decipher how fibroblast and endothelial cells in the stromal compartment favor ICC progression.

APPROACH AND RESULTS

We performed single-cell RNA sequencing (scRNA-seq) using AKT/Notch intracellular domain-induced mouse ICC tissues at early, middle, and late stages. We analyzed the transcriptomic landscape, cellular classification and evolution, and intercellular communication during ICC initiation/progression. We confirmed the findings using quantitative real-time PCR, western blotting, immunohistochemistry or immunofluorescence, and gene knockout/knockdown analysis. We identified stress-responding and proliferating subpopulations in late-stage mouse ICC tissues and validated them using human scRNA-seq data sets. By integrating weighted correlation network analysis and protein-protein interaction through least absolute shrinkage and selection operator regression, we identified zinc finger, MIZ-type containing 1 (Zmiz1) and Y box protein 1 (Ybx1) as core transcription factors required by stress-responding and proliferating ICC cells, respectively. Knockout of either one led to the blockade of ICC initiation/progression. Using two other ICC mouse models (YAP/AKT, KRAS/p19) and human ICC scRNA-seq data sets, we confirmed the orchestrating roles of Zmiz1 and Ybx1 in ICC occurrence and development. In addition, hes family bHLH transcription factor 1, cofilin 1, and inhibitor of DNA binding 1 were identified as driver genes for ICC. Moreover, periportal liver sinusoidal endothelial cells could differentiate into tip endothelial cells to promote ICC development, and this was Dll4-Notch4-Efnb2 signaling-dependent.

CONCLUSIONS

Stress-responding and ICC proliferating subtypes were identified, and Zmiz1 and Ybx1 were revealed as core transcription factors in these subtypes. Fibroblast-endothelial cell interaction promotes ICC development.

摘要

背景与目的

肝内胆管癌(ICC)尚未得到充分研究,基质细胞如何促进ICC形成也知之甚少。我们旨在揭示ICC的起源、细胞异质性以及ICC起始/进展过程中的关键调节因子,并解读基质区室中的成纤维细胞和内皮细胞如何促进ICC进展。

方法与结果

我们使用AKT/Notch细胞内结构域诱导的小鼠ICC组织在早期、中期和晚期进行了单细胞RNA测序(scRNA-seq)。我们分析了ICC起始/进展过程中的转录组图谱、细胞分类与进化以及细胞间通讯。我们通过定量实时PCR、蛋白质印迹、免疫组织化学或免疫荧光以及基因敲除/敲低分析来证实这些发现。我们在晚期小鼠ICC组织中鉴定出应激反应和增殖亚群,并使用人类scRNA-seq数据集对其进行了验证。通过整合加权相关网络分析和通过最小绝对收缩和选择算子回归的蛋白质-蛋白质相互作用,我们分别鉴定出锌指、含MIZ型1(Zmiz1)和Y盒蛋白1(Ybx1)作为应激反应和增殖性ICC细胞所需的核心转录因子。敲除其中任何一个都会导致ICC起始/进展的阻断。使用另外两种ICC小鼠模型(YAP/AKT、KRAS/p19)和人类ICC scRNA-seq数据集,我们证实了Zmiz1和Ybx1在ICC发生和发展中的协调作用。此外,hes家族bHLH转录因子1、丝切蛋白1和DNA结合抑制剂1被鉴定为ICC的驱动基因。此外,门静脉周围肝窦内皮细胞可分化为顶端内皮细胞以促进ICC发展,且这一过程依赖于Dll4-Notch4-Efnb2信号通路。

结论

鉴定出应激反应和ICC增殖亚型,并揭示Zmiz1和Ybx1是这些亚型中的核心转录因子。成纤维细胞-内皮细胞相互作用促进ICC发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/174d/9790314/b0534daa1d05/HEP-76-1302-g004.jpg

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