Single-cell transcriptomics uncovers cellular architecture and developmental trajectories in hepatoblastoma

被引:10
|
作者
Huang, Hongting [1 ]
Wu, Liang [2 ,3 ]
Lu, Li [2 ,4 ]
Zhang, Zijie [1 ]
Qiu, Bijun [1 ]
Mo, Jialin [2 ]
Luo, Yi [1 ]
Xi, Zhifeng [1 ]
Feng, Mingxuan [1 ]
Wan, Ping [1 ]
Zhu, Jianjun [1 ]
Yu, Dingye [5 ]
Wu, Wei [4 ]
Tan, Kezhe [4 ]
Liu, Jiangbin [4 ]
Sheng, Qingfeng [4 ]
Xu, Ting [4 ]
Huang, Jinyan [6 ,7 ,8 ]
Lv, Zhibao [4 ]
Tang, Yujie [2 ,9 ]
Xia, Qiang [1 ,10 ,11 ]
机构
[1] Shanghai Jiao Tong Univ, Renji Hosp, Sch Med, Dept Liver Surg, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Shanghai Childrens Hosp, Res Ctr Translat Med,Natl Minist Educ,Sch Med, Dept Pathophysiol,Key Lab Cell Differentiat & Apo, Shanghai, Peoples R China
[3] Shanghai Jiao Tong Univ, Shanghai Rui Jin Hosp, Natl Res Ctr Translat Med, Sch Med,Shanghai Inst Hematol,State Key Lab Med G, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Childrens Hosp, Dept Gen Surg, Shanghai, Peoples R China
[5] Shanghai Jiao Tong Univ, Renji Hosp, Dept Gastrointestinal Surg, Sch Med, Shanghai, Peoples R China
[6] Zhejiang Univ, Affiliated Hosp 1, Biomed Big Data Ctr, Sch Med, Hangzhou, Peoples R China
[7] Zhejiang Univ, Zhejiang Prov Key Lab Pancreat Dis, Sch Med, Affiliated Hosp 1, Hangzhou, Peoples R China
[8] Zhejiang Univ, Canc Ctr, Hangzhou, Peoples R China
[9] Shanghai Jiao Tong Univ, Dept Histoembryol Genet & Dev Biol, Shanghai Key Lab Reprod Med, Sch Med, Shanghai, Peoples R China
[10] Shanghai Engn Res Ctr Transplantat & Immunol, Shanghai, Peoples R China
[11] Shanghai Inst Transplantat, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
WNT/BETA-CATENIN; GENOMIC ANALYSIS; LIVER; INHIBITION; PHENOTYPE; CHROMATIN; CANCER;
D O I
10.1002/hep.32775
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background and Aims Hepatoblastoma (HB) is the predominant type of childhood liver cancer. Treatment options for the clinically advanced HB remain limited. We aimed to dissect the cellular and molecular basis underlying HB oncogenesis and heterogeneity at the single-cell level, which could facilitate a better understanding of HB at both the biological and clinical levels. Approach and Results Single-cell transcriptome profiling of tumor and paired distal liver tissue samples from five patients with HB was performed. Deconvolution analysis was used for integrating the single-cell transcriptomic profiles with the bulk transcriptomes of our HB cohort of post-neoadjuvant chemotherapy tumor samples. A single-cell transcriptomic landscape of early human liver parenchymal development was established for exploring the cellular root and hierarchy of HB oncogenesis. As a result, seven distinct tumor cell subpopulations were annotated, and an effective HB subtyping method was established based on their compositions. A HB tumor cell hierarchy was further revealed to not only fit with the classical cancer stem cell (CSC) model but also mirror the early human liver parenchymal development. Moreover, FACT inhibition, which could disrupt the oncogenic positive feedback loop between MYC and SSRP1 in HB, was identified as a promising epigenetic-targeted therapeutic strategy against the CSC-like HB1-Pro-like1 subpopulation and its related high-risk "Pro-like1" subtype of HB. Conclusions Our findings illustrate the cellular architecture and developmental trajectories of HB via integrative bulk and single-cell transcriptome analyses, thus establishing a resourceful framework for the development of targeted diagnostics and therapeutics in the future.
引用
收藏
页码:1911 / 1928
页数:18
相关论文
共 50 条
  • [1] Single-cell multiomics reveals the interplay of clonal evolution and cellular plasticity in hepatoblastoma
    Roehrig, Amelie
    Hirsch, Theo Z.
    Pire, Aurore
    Morcrette, Guillaume
    Gupta, Barkha
    Marcaillou, Charles
    Imbeaud, Sandrine
    Chardot, Christophe
    Gonzales, Emmanuel
    Jacquemin, Emmanuel
    Sekiguchi, Masahiro
    Takita, Junko
    Nagae, Genta
    Hiyama, Eiso
    Guerin, Florent
    Fabre, Monique
    Aerts, Isabelle
    Taque, Sophie
    Laithier, Veronique
    Branchereau, Sophie
    Guettier, Catherine
    Brugieres, Laurence
    Fresneau, Brice
    Zucman-Rossi, Jessica
    Letouze, Eric
    NATURE COMMUNICATIONS, 2024, 15 (01)
  • [2] Integrating spatial and single-cell transcriptomics to characterize the molecular and cellular architecture of the ischemic mouse brain
    Han, Bing
    Zhou, Shunheng
    Zhang, Yuan
    Chen, Sina
    Xi, Wen
    Liu, Chenchen
    Zhou, Xu
    Yuan, Mengqin
    Yu, Xiaoyu
    Li, Lu
    Wang, Yu
    Ren, Hui
    Xie, Jian
    Li, Bin
    Ju, Minzi
    Zhou, You
    Liu, Ziqi
    Xiong, Zhongli
    Shen, Ling
    Zhang, Yuan
    Bai, Ying
    Chen, Jun
    Jiang, Wei
    Yao, Honghong
    SCIENCE TRANSLATIONAL MEDICINE, 2024, 16 (733)
  • [3] Single-cell transcriptomics reveals CD8+T cell structure and developmental trajectories in idiopathic pulmonary fibrosis
    Wei, Xuemei
    Jin, Chengji
    Li, Dewei
    Wang, Yujie
    Zheng, Shaomao
    Feng, Qiong
    Shi, Ning
    Kong, Weina
    Ma, Xiumin
    Wang, Jing
    MOLECULAR IMMUNOLOGY, 2024, 172 : 85 - 95
  • [4] Reconstructing developmental landscapes and trajectories from single-cell data
    Schiebinger, Geoffrey
    CURRENT OPINION IN SYSTEMS BIOLOGY, 2021, 27
  • [5] Single-Cell Transcriptomics Uncovers Glial Progenitor Diversity and Cell Fate Determinants during Development and Gliomagenesis
    Weng, Qinjie
    Wang, Jincheng
    Wang, Jiajia
    He, Danyang
    Cheng, Zuolin
    Zhang, Feng
    Verma, Ravinder
    Xu, Lingli
    Dong, Xinran
    Liao, Yunfei
    He, Xuelian
    Potter, Andrew
    Zhang, Liguo
    Zhao, Chuntao
    Xin, Mei
    Zhou, Qian
    Aronow, Bruce J.
    Blackshear, Perry J.
    Rich, Jeremy N.
    He, Qiaojun
    Zhou, Wenhao
    Suva, Mario L.
    Waclaw, Ronald R.
    Potter, S. Steven
    Yu, Guoqiang
    Lu, Q. Richard
    CELL STEM CELL, 2019, 24 (05) : 707 - +
  • [6] Quantifying Landscape-Flux via Single-Cell Transcriptomics Uncovers the Underlying Mechanism of Cell Cycle
    Zhu, Ligang
    Wang, Jin
    ADVANCED SCIENCE, 2024, 11 (16)
  • [7] Single-cell transcriptomics uncovers EGFR signaling-mediated gastric progenitor cell differentiation in stomach homeostasis
    Takada, Hitomi
    Sasagawa, Yohei
    Yoshimura, Mika
    Tanaka, Kaori
    Iwayama, Yoshimi
    Hayashi, Tetsutaro
    Isomura-Matoba, Ayako
    Nikaido, Itoshi
    Kurisaki, Akira
    NATURE COMMUNICATIONS, 2023, 14 (01)
  • [8] Massively multiplex chemical transcriptomics at single-cell resolution
    Srivatsan, Sanjay R.
    McFaline-Figueroa, Jose L.
    Ramani, Vijay
    Saunders, Lauren
    Cao, Junyue
    Packer, Jonathan
    Pliner, Hannah A.
    Jackson, Dana L.
    Daza, Riza M.
    Christiansen, Lena
    Zhang, Fan
    Steemers, Frank
    Shendure, Jay
    Trapnell, Cole
    SCIENCE, 2020, 367 (6473) : 45 - +
  • [9] Single-cell transcriptomics uncovers the impacts of titanium dioxide nanoparticles on human bone marrow stromal cells
    Xiang, Yang
    Ran, Qian
    Wu, Chun
    Zhou, Luping
    Zhang, Weiwei
    Li, Jiuxuan
    Xiang, Lixin
    Xiao, Yanni
    Chen, Li
    Chen, Yan
    Chen, Xuelian
    Stucky, Andres
    Li, Shengwen Calvin
    Zhong, Jiang F.
    Li, Zhongjun
    Cai, Kaiyong
    CHEMICAL ENGINEERING JOURNAL, 2022, 440
  • [10] Single-cell RNA sequencing uncovers cellular heterogeneity and the progression of heterotopic ossification of the elbow
    Zhang, Chi
    Xiao, Dan
    Shu, Li
    Gong, Maoqi
    Liu, Xinghua
    Jiang, Xieyuan
    FRONTIERS IN PHARMACOLOGY, 2024, 15