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
  • [31] Novel Molecular Hallmarks of Group 3 Medulloblastoma by Single-Cell Transcriptomics
    Qin, Chaoying
    Pan, Yimin
    Li, Yuzhe
    Li, Yue
    Long, Wenyong
    Liu, Qing
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [32] Recovering single-cell expression profiles from spatial transcriptomics with scResolve
    Chen, Hao
    Lee, Young Je
    Ovando-Ricardez, Jose A.
    Rosas, Lorena
    Rojas, Mauricio
    Mora, Ana L.
    Bar-Joseph, Ziv
    Lugo-Martinez, Jose
    CELL REPORTS METHODS, 2024, 4 (10):
  • [33] A systematic overview of single-cell transcriptomics databases, their use cases, and limitations
    Gondal, Mahnoor N.
    Shah, Saad Ur Rehman
    Chinnaiyan, Arul M.
    Cieslik, Marcin
    FRONTIERS IN BIOINFORMATICS, 2024, 4
  • [35] Cell- and tissue-specific glycosylation pathways informed by single-cell transcriptomics
    Chrysinas, Panagiotis
    Venkatesan, Shriramprasad
    Ang, Isaac
    Ghosh, Vishnu
    Chen, Changyou
    Neelamegham, Sriram
    Gunawan, Rudiyanto
    NAR GENOMICS AND BIOINFORMATICS, 2024, 6 (04)
  • [36] Integrating microarray-based spatial transcriptomics and single-cell RNA-sequencing reveals tissue architecture in esophageal squamous cell carcinoma
    Guo, Wei
    Zhou, Bolun
    Yang, Zhenlin
    Liu, Xiang
    Huai, Qilin
    Guo, Lei
    Xue, Xuemin
    Tan, Fengwei
    Li, Yin
    Xue, Qi
    Gao, Shugeng
    He, Jie
    EBIOMEDICINE, 2022, 84
  • [37] Integrative single-cell analysis of cardiogenesis identifies developmental trajectories and non-coding mutations in congenital heart disease
    Ameen, Mohamed
    Sundaram, Laksshman
    Shen, Mengcheng
    Banerjee, Abhimanyu
    Kundu, Soumya
    Nair, Surag
    Shcherbina, Anna
    Gu, Mingxia
    Wilson, Kitchener D.
    Varadarajan, Avyay
    Vadgama, Nirmal
    Balsubramani, Akshay
    Wu, Joseph C.
    Engreitz, Jesse M.
    Farh, Kyle
    Karakikes, Ioannis
    Wang, Kevin C.
    Quertermous, Thomas
    Greenleaf, William J.
    Kundaje, Anshul
    CELL, 2022, 185 (26) : 4937 - +
  • [38] Integration of single-cell transcriptomics and bulk transcriptomics to explore prognostic and immunotherapeutic characteristics of nucleotide metabolism in lung adenocarcinoma
    Zhang, Kai
    Wang, Luyao
    Chen, Huili
    Deng, Lili
    Hu, Mengling
    Wang, Ziqiang
    Xie, Yiluo
    Lian, Chaoqun
    Wang, Xiaojing
    Zhang, Jing
    FRONTIERS IN GENETICS, 2025, 15
  • [39] Single-Cell Transcriptome Analysis Uncovers Intratumoral Heterogeneity and Underlying Mechanisms for Drug Resistance in Hepatobiliary Tumor Organoids
    Zhao, Yan
    Li, Zhi-Xuan
    Zhu, Yan-Jing
    Fu, Jing
    Zhao, Xiao-Fang
    Zhang, Ya-Ni
    Wang, Shan
    Wu, Jian-Min
    Wang, Kai-Ting
    Wu, Rui
    Sui, Cheng-Jun
    Shen, Si-Yun
    Wu, Xuan
    Wang, Hong-Yang
    Gao, Dong
    Chen, Lei
    ADVANCED SCIENCE, 2021, 8 (11)
  • [40] Single-cell transcriptomics reveals shared immunosuppressive landscapes of mouse and human neuroblastoma
    Costa, Ana
    Thirant, Cecile
    Kramdi, Amira
    Pierre-Eugene, Cecile
    Louis-Brennetot, Caroline
    Blanchard, Orphee
    Surdez, Didier
    Gruel, Nadege
    Lapouble, Eve
    Pierron, Gaelle
    Sitbon, Deborah
    Brisse, Herve
    Gauthier, Arnaud
    Freneaux, Paul
    Bohec, Mylene
    Raynal, Virginie
    Baulande, Sylvain
    Leclere, Renaud
    Champenois, Gabriel
    Nicolas, Andre
    Meseure, Didier
    Bellini, Angela
    Marabelle, Aurelien
    Geoerger, Birgit
    Mechta-Grigoriou, Fatima
    Schleiermacher, Gudrun
    Menger, Laurie
    Delattre, Olivier
    Janoueix-Lerosey, Isabelle
    JOURNAL FOR IMMUNOTHERAPY OF CANCER, 2022, 10 (08)