Single-cell multi-omics deciphers hepatocyte dedifferentiation and illuminates maintenance strategies

被引:2
作者
Hao, Jie [1 ]
Wang, Zhenyi [2 ,3 ]
Ren, Jilong [4 ,5 ]
Cao, Shenghao [6 ,7 ]
Xie, Zhongchen [8 ]
Yang, Jinghuan [1 ]
Li, Jiachen [9 ]
Ding, Weizhe [1 ]
Li, Jie [4 ,5 ]
Han, Zhiqiang [4 ,5 ]
Yuan, Ye [9 ]
Hai, Tang [4 ,5 ]
Ding, Sheng [1 ]
Zhang, Michael Q. [2 ,10 ]
Shi, Minglei [2 ]
机构
[1] Tsinghua Univ, Sch Pharmaceut Sci, Beijing, Peoples R China
[2] Tsinghua Univ, Beijing Natl Res Ctr Informat Sci & Technol, Bioinformat Div, MOE,Key Lab Bioinformat, Beijing 100084, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai Inst Hematol, Natl Res Ctr Translat Med Shanghai, State Key Lab Med Genom,Ruijin Hosp,Sch Med, Shanghai, Peoples R China
[4] Chinese Acad Sci, Inst Zool, Key Lab Organ Regenerat & Reconstruct, State Key Lab Stem Cell & Reprod Biol, Beijing, Peoples R China
[5] Chinese Acad Sci, Beijing Farm Anim Res Ctr, Inst Zool, Beijing, Peoples R China
[6] Shanghai Jiao Tong Univ, Inst Image Proc & Pattern Recognit, Shanghai, Peoples R China
[7] Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai, Peoples R China
[8] Tsinghua Univ, Sch Life Sci, Beijing, Peoples R China
[9] Chinese Acad Sci, Inst Proc Engn, Key Lab Biopharmaceut Preparat & Delivery, Beijing 100190, Peoples R China
[10] Univ Texas Dallas, Ctr Syst Biol, Richardson, TX 75083 USA
关键词
PORCINE HEPATOCYTES; PIG-LIVER; GENOME; RNA;
D O I
10.1111/cpr.13772
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Due to the similarity to human hepatocytes, porcine hepatocytes play an important role in hepatic research and drug evaluation. However, once hepatocytes were cultured in vitro, it was often prone to dedifferentiate, resulting in the loss of their characteristic features and normal functions, which impede their application in liver transplantation and hepatotoxic drugs evaluation. Up to now, this process has yet to be thoroughly investigated from the single-cell resolution and multi-omics perspective. In this study, we utilized 10x multiome technology to dissect the heterogeneity of porcine hepatocytes at different time points (Days 0, 1, 3, 5 and 7) during dedifferentiation. We comprehensively investigated cell heterogeneity, cellular dynamics, signalling pathways, potential gene targets, enhancer-driven gene regulatory networks, cell-cell communications of these cells and the conservation of mechanisms across species. We found that a series of critical signalling pathways driven by ERK, PI3K, Src and TGF-beta were activated during this process, especially in the early stage of dedifferentiation. Based on these discoveries, we constructed a chemical combination targeting these pathways, which effectively inhibited the dedifferentiation of porcine hepatocytes in vitro. To validate the effectiveness of this combination, we transplanted such treated hepatocytes into FRGN mice, and the results demonstrated that these cells could effectively repopulate the liver and improve the survival of mice.
引用
收藏
页数:18
相关论文
共 55 条
[1]   Cytochrome P450 Pig Liver Pie: Determination of Individual Cytochrome P450 Isoform Contents in Microsomes from Two Pig Livers Using Liquid Chromatography in Conjunction with Mass Spectroscopy [J].
Achour, Brahim ;
Barber, Jill ;
Rostami-Hodjegan, Amin .
DRUG METABOLISM AND DISPOSITION, 2011, 39 (11) :2130-2134
[2]   The Roles of Notch Signaling in Liver Development and Disease [J].
Adams, Joshua M. ;
Jafar-Nejad, Hamed .
BIOMOLECULES, 2019, 9 (10)
[3]  
Aibar S, 2017, NAT METHODS, V14, P1083, DOI [10.1038/NMETH.4463, 10.1038/nmeth.4463]
[4]   Dimensionality reduction for visualizing single-cell data using UMAP [J].
Becht, Etienne ;
McInnes, Leland ;
Healy, John ;
Dutertre, Charles-Antoine ;
Kwok, Immanuel W. H. ;
Ng, Lai Guan ;
Ginhoux, Florent ;
Newell, Evan W. .
NATURE BIOTECHNOLOGY, 2019, 37 (01) :38-+
[5]   Mechanisms for initiating cellular DNA replication [J].
Bleichert, Franziska ;
Botchan, Michael R. ;
Berger, James M. .
SCIENCE, 2017, 355 (6327)
[6]   SCENIC plus : single-cell multiomic inference of enhancers and gene regulatory networks [J].
Gonzalez-Blas, Carmen Bravo ;
De Winter, Seppe ;
Hulselmans, Gert ;
Hecker, Nikolai ;
Matetovici, Irina ;
Christiaens, Valerie ;
Poovathingal, Suresh ;
Wouters, Jasper ;
Aibar, Sara ;
Aerts, Stein .
NATURE METHODS, 2023, 20 (09) :1355-+
[7]   Broad Distribution of Hepatocyte Proliferation in Liver Homeostasis and Regeneration [J].
Chen, Feng ;
Jimenez, Robert J. ;
Sharma, Khushbu ;
Luu, Hubert Y. ;
Hsu, Bernadette Y. ;
Ravindranathan, Ajay ;
Stohr, Bradley A. ;
Willenbring, Holger .
CELL STEM CELL, 2020, 26 (01) :27-+
[8]   Single-cell omics analysis reveals functional diversification of hepatocytes during liver regeneration [J].
Chen, Tianyi ;
Oh, Sehhoon ;
Gregory, Simon ;
Shen, Xiling ;
Diehl, Anna Mae .
JCI INSIGHT, 2020, 5 (22)
[9]   The Genome Sequence Archive Family: Toward Explosive Data Growth and Diverse Data Types [J].
Chen, Tingting ;
Chen, Xu ;
Zhang, Sisi ;
Zhu, Junwei ;
Tang, Bixia ;
Wang, Anke ;
Dong, Lili ;
Zhang, Zhewen ;
Yu, Caixia ;
Sun, Yanling ;
Chi, Lianjiang ;
Chen, Huanxin ;
Zhai, Shuang ;
Sun, Yubin ;
Lan, Li ;
Zhang, Xin ;
Xiao, Jingfa ;
Bao, Yiming ;
Wang, Yanqing ;
Zhang, Zhang ;
Zhao, Wenming .
GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (04) :578-583
[10]   Peroxisome Proliferator-Activated Receptor gamma negatively regulates liver regeneration after partial hepatectomy via the HGF/c-Met/ERK1/2 pathways [J].
Cheng, Zhangjun ;
Liu, Lei ;
Zhang, Xue-Jun ;
Lu, Miao ;
Wang, Yang ;
Assfalg, Volker ;
Laschinger, Melanie ;
von Figura, Guido ;
Sunami, Yoshiaki ;
Michalski, Christoph W. ;
Kleeff, Joerg ;
Friess, Helmut ;
Hartmann, Daniel ;
Hueser, Norbert .
SCIENTIFIC REPORTS, 2018, 8