Single-cell and spatial architecture of primary liver cancer

Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a...

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Published inCommunications biology Vol. 6; no. 1; pp. 1181 - 17
Main Authors Zhou, Pei-Yun, Zhou, Cheng, Gan, Wei, Tang, Zheng, Sun, Bao-Ye, Huang, Jin-Long, Liu, Gao, Liu, Wei-Ren, Tian, Meng-Xin, Jiang, Xi-Fei, Wang, Han, Tao, Chen-Yang, Fang, Yuan, Qu, Wei-Feng, Huang, Run, Zhu, Gui-Qi, Huang, Cheng, Fu, Xiu-Tao, Ding, Zhen-Bin, Gao, Qiang, Zhou, Jian, Shi, Ying-Hong, Yi, Yong, Fan, Jia, Qiu, Shuang-Jian
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 20.11.2023
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Abstract Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE + intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies. A comprehensive multi-omic, single-cell, and spatial analysis provides further insight into the major cell types present in three types of primary liver cancer.
AbstractList Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE+ intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.A comprehensive multi-omic, single-cell, and spatial analysis provides further insight into the major cell types present in three types of primary liver cancer.
Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE + intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.
Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE + intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies. A comprehensive multi-omic, single-cell, and spatial analysis provides further insight into the major cell types present in three types of primary liver cancer.
Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.
Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE+ intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE+ intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.
Abstract Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and heterogeneity among PLCs remains challenging. Here, using single-cell RNA sequencing, spatial transcriptomic and bulk multi-omics, we elaborated a molecular architecture of 3 PLC types, namely hepatocellular carcinoma (HCC), intrahepatic cholangiocarcinoma (ICC) and combined hepatocellular-cholangiocarcinoma (CHC). Taking a high-resolution perspective, our observations revealed that CHC cells exhibit internally discordant phenotypes, whereas ICC and HCC exhibit distinct tumor-specific features. Specifically, ICC was found to be the primary source of cancer-associated fibroblasts, while HCC exhibited disrupted metabolism and greater individual heterogeneity of T cells. We further revealed a diversity of intermediate-state cells residing in the tumor-peritumor junctional zone, including a congregation of CPE+ intermediate-state endothelial cells (ECs), which harbored the molecular characteristics of tumor-associated ECs and normal ECs. This architecture offers insights into molecular characteristics of PLC microenvironment, and hints that the tumor-peritumor junctional zone could serve as a targeted region for precise therapeutical strategies.
ArticleNumber 1181
Author Zhou, Jian
Zhu, Gui-Qi
Jiang, Xi-Fei
Liu, Wei-Ren
Huang, Cheng
Sun, Bao-Ye
Shi, Ying-Hong
Fang, Yuan
Gao, Qiang
Tian, Meng-Xin
Liu, Gao
Fan, Jia
Tang, Zheng
Huang, Run
Tao, Chen-Yang
Yi, Yong
Huang, Jin-Long
Qu, Wei-Feng
Fu, Xiu-Tao
Zhou, Cheng
Qiu, Shuang-Jian
Gan, Wei
Zhou, Pei-Yun
Wang, Han
Ding, Zhen-Bin
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/37985711$$D View this record in MEDLINE/PubMed
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Cites_doi 10.1002/hep.29353
10.1126/science.aan6733
10.1038/s41576-019-0114-6
10.1016/j.cell.2018.05.060
10.1002/hep.30863
10.1016/j.pharmthera.2018.05.001
10.1016/j.celrep.2017.02.033
10.1016/j.cell.2019.11.025
10.1038/s41591-018-0096-5
10.1038/s41586-019-1373-2
10.1016/j.jhep.2018.02.029
10.4049/jimmunol.1201431
10.1016/j.cell.2019.10.003
10.1038/s41586-018-0414-6
10.1126/science.aaf2403
10.1056/NEJMoa1504627
10.1038/s41467-019-08380-1
10.1016/j.cell.2019.08.052
10.1016/j.ccell.2019.08.007
10.1002/hep.25874
10.1016/j.jhep.2020.05.039
10.1186/s12859-015-0613-1
10.1016/j.ccell.2019.04.007
10.1016/j.cell.2020.08.040
10.1056/NEJMoa1003466
10.1038/cr.2018.11
10.1016/S1470-2045(18)30351-6
10.1016/j.ccell.2017.05.009
10.1186/s12935-021-02252-9
10.4103/apjon.apjon_79_17
10.1038/s41587-019-0392-8
10.21037/hbsn-20-338
10.1200/JCO.2017.76.9901
10.1016/j.cell.2017.05.035
10.1038/s41417-021-00309-5
10.1016/S0140-6736(15)01281-7
10.1093/bioinformatics/btv715
10.1016/j.cell.2017.05.046
10.1016/j.ygeno.2021.12.008
10.3322/caac.21338
10.1056/NEJMoa1915745
10.1038/s41467-021-27220-9
10.1136/gutjnl-2019-318912
10.1038/sj.emboj.7600282
10.1056/NEJMoa1606774
10.1038/s41571-021-00546-5
10.1038/s41568-019-0238-1
10.1038/s41586-019-0987-8
10.1056/NEJMoa2017699
10.1038/nature21065
10.3322/caac.21590
10.1016/S0140-6736(17)31046-2
10.1016/S1470-2045(20)30109-1
10.1038/s41591-018-0078-7
10.1038/s41467-018-03276-y
10.1016/j.cell.2020.11.041
10.1038/ncomms6696
10.1080/15548627.2021.1886839
10.1038/s41587-021-00830-w
10.1038/s41586-020-2157-4
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References Sahai (CR44) 2020; 20
Zhang (CR14) 2019; 68
Lambrechts (CR48) 2018; 24
Richardson, Jadlowsky, Didigu, Doms, Riley (CR47) 2012; 189
Chen, McAndrews, Kalluri (CR53) 2021; 18
Jiang (CR35) 2019; 567
CR38
CR36
Azizi (CR49) 2018; 174
Herbst (CR50) 2016; 387
Finn (CR15) 2020; 382
Zhang (CR21) 2020; 73
CR30
Yang (CR8) 2017; 66
(CR12) 2017; 169
He, Feng, An, Liu, Xiang (CR40) 2022; 114
Zheng, Liu, Ge, Wang (CR54) 2021; 21
Gao (CR32) 2019; 179
Andre (CR59) 2020; 383
Ma (CR6) 2019; 36
Mathur (CR41) 2018; 190
Zhu (CR19) 2018; 19
Aizarani (CR13) 2019; 572
El-Khoueiry (CR17) 2017; 389
Zhang (CR23) 2019; 179
Dong (CR42) 2018; 69
Abou-Alfa (CR45) 2020; 21
Lin (CR16) 2020; 9
Wang, Luo, Zhang, Younis, Yuan (CR37) 2021
Nazarov (CR61) 2015; 16
Xue (CR4) 2019; 35
Savas (CR26) 2018; 24
Cai (CR5) 2012; 56
Chaisaingmongkol (CR56) 2017; 32
Zheng (CR22) 2017; 169
Halpern (CR7) 2017; 542
Turajlic, Sottoriva, Graham, Swanton (CR33) 2019; 20
Eferl (CR39) 2004; 23
Munne (CR46) 2021; 12
Asp (CR27) 2019; 179
Chen (CR2) 2016; 66
Le (CR18) 2017; 357
Wilkes (CR9) 2018; 5
Duan (CR11) 2018; 28
Brahmer (CR52) 2015; 373
Sharma (CR25) 2020; 183
La Manno (CR34) 2018; 560
Reck (CR51) 2016; 375
Lu (CR31) 2020; 71
Overman (CR58) 2018; 36
Farshidfar (CR10) 2017; 18
Siegel, Miller, Jemal (CR1) 2020; 70
Moncada (CR28) 2020; 38
Wang (CR55) 2018; 9
CR24
CR20
Angerer (CR60) 2016; 32
Hodi (CR57) 2010; 363
Bray (CR3) 2018; 68
Stahl (CR29) 2016; 353
Xue (CR43) 2019; 10
M Reck (5455_CR51) 2016; 375
M Asp (5455_CR27) 2019; 179
R Xue (5455_CR4) 2019; 35
J Lin (5455_CR16) 2020; 9
F Wang (5455_CR37) 2021
5455_CR38
L Ma (5455_CR6) 2019; 36
5455_CR36
5455_CR30
VI Nazarov (5455_CR61) 2015; 16
AB El-Khoueiry (5455_CR17) 2017; 389
S Turajlic (5455_CR33) 2019; 20
PM Munne (5455_CR46) 2021; 12
RS Finn (5455_CR15) 2020; 382
DT Le (5455_CR18) 2017; 357
F Bray (5455_CR3) 2018; 68
Y Jiang (5455_CR35) 2019; 567
A Wang (5455_CR55) 2018; 9
M Duan (5455_CR11) 2018; 28
A Sharma (5455_CR25) 2020; 183
Y Xue (5455_CR43) 2019; 10
E Sahai (5455_CR44) 2020; 20
E Azizi (5455_CR49) 2018; 174
FS Hodi (5455_CR57) 2010; 363
RL Siegel (5455_CR1) 2020; 70
Q Gao (5455_CR32) 2019; 179
G La Manno (5455_CR34) 2018; 560
T Andre (5455_CR59) 2020; 383
J Chaisaingmongkol (5455_CR56) 2017; 32
R Eferl (5455_CR39) 2004; 23
Q Zhang (5455_CR23) 2019; 179
R Mathur (5455_CR41) 2018; 190
C Zheng (5455_CR22) 2017; 169
GM Wilkes (5455_CR9) 2018; 5
LQ Dong (5455_CR42) 2018; 69
AX Zhu (5455_CR19) 2018; 19
X Cai (5455_CR5) 2012; 56
PL Stahl (5455_CR29) 2016; 353
Cancer Genome Atlas Research Network. Electronic address, w. b. e.Cancer Genome Atlas Research, N. (5455_CR12) 2017; 169
MJ Overman (5455_CR58) 2018; 36
KB Halpern (5455_CR7) 2017; 542
Q Zhang (5455_CR14) 2019; 68
J Brahmer (5455_CR52) 2015; 373
N Aizarani (5455_CR13) 2019; 572
K He (5455_CR40) 2022; 114
M Zhang (5455_CR21) 2020; 73
GK Abou-Alfa (5455_CR45) 2020; 21
Y Chen (5455_CR53) 2021; 18
P Savas (5455_CR26) 2018; 24
D Lambrechts (5455_CR48) 2018; 24
5455_CR24
MW Richardson (5455_CR47) 2012; 189
W Chen (5455_CR2) 2016; 66
5455_CR20
P Angerer (5455_CR60) 2016; 32
F Farshidfar (5455_CR10) 2017; 18
R Moncada (5455_CR28) 2020; 38
RS Herbst (5455_CR50) 2016; 387
L Yang (5455_CR8) 2017; 66
H Zheng (5455_CR54) 2021; 21
ZN Lu (5455_CR31) 2020; 71
References_xml – volume: 66
  start-page: 1387
  year: 2017
  end-page: 1401
  ident: CR8
  article-title: A single-cell transcriptomic analysis reveals precise pathways and regulatory mechanisms underlying hepatoblast differentiation
  publication-title: Hepatology
  doi: 10.1002/hep.29353
– volume: 357
  start-page: 409
  year: 2017
  end-page: 413
  ident: CR18
  article-title: Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade
  publication-title: Science
  doi: 10.1126/science.aan6733
– volume: 20
  start-page: 404
  year: 2019
  end-page: 416
  ident: CR33
  article-title: Resolving genetic heterogeneity in cancer
  publication-title: Nat. Rev. Genet
  doi: 10.1038/s41576-019-0114-6
– volume: 174
  start-page: 1293
  year: 2018
  end-page: 1308.e1236
  ident: CR49
  article-title: Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment
  publication-title: Cell
  doi: 10.1016/j.cell.2018.05.060
– volume: 71
  start-page: 929
  year: 2020
  end-page: 942
  ident: CR31
  article-title: The Mutational Features of Aristolochic Acid-Induced Mouse and Human Liver Cancers
  publication-title: Hepatology
  doi: 10.1002/hep.30863
– volume: 190
  start-page: 15
  year: 2018
  end-page: 23
  ident: CR41
  article-title: ARID1A loss in cancer: Towards a mechanistic understanding
  publication-title: Pharm. Ther.
  doi: 10.1016/j.pharmthera.2018.05.001
– volume: 18
  start-page: 2780
  year: 2017
  end-page: 2794
  ident: CR10
  article-title: Integrative Genomic Analysis of Cholangiocarcinoma Identifies Distinct IDH-Mutant Molecular Profiles
  publication-title: Cell Rep.
  doi: 10.1016/j.celrep.2017.02.033
– volume: 179
  start-page: 1647
  year: 2019
  end-page: 1660.e1619
  ident: CR27
  article-title: A Spatiotemporal Organ-Wide Gene Expression and Cell Atlas of the Developing Human Heart
  publication-title: Cell
  doi: 10.1016/j.cell.2019.11.025
– volume: 24
  start-page: 1277
  year: 2018
  end-page: 1289
  ident: CR48
  article-title: Phenotype molding of stromal cells in the lung tumor microenvironment
  publication-title: Nat. Med
  doi: 10.1038/s41591-018-0096-5
– volume: 572
  start-page: 199
  year: 2019
  end-page: 204
  ident: CR13
  article-title: A human liver cell atlas reveals heterogeneity and epithelial progenitors
  publication-title: Nature
  doi: 10.1038/s41586-019-1373-2
– volume: 69
  start-page: 89
  year: 2018
  end-page: 98
  ident: CR42
  article-title: Spatial and temporal clonal evolution of intrahepatic cholangiocarcinoma
  publication-title: J. Hepatol.
  doi: 10.1016/j.jhep.2018.02.029
– volume: 189
  start-page: 3815
  year: 2012
  end-page: 3821
  ident: CR47
  article-title: Kruppel-like factor 2 modulates CCR5 expression and susceptibility to HIV-1 infection
  publication-title: J. Immunol.
  doi: 10.4049/jimmunol.1201431
– volume: 179
  start-page: 829
  year: 2019
  end-page: 845.e820
  ident: CR23
  article-title: Landscape and Dynamics of Single Immune Cells in Hepatocellular Carcinoma
  publication-title: Cell
  doi: 10.1016/j.cell.2019.10.003
– volume: 560
  start-page: 494
  year: 2018
  end-page: 498
  ident: CR34
  article-title: RNA velocity of single cells
  publication-title: Nature
  doi: 10.1038/s41586-018-0414-6
– volume: 353
  start-page: 78
  year: 2016
  end-page: 82
  ident: CR29
  article-title: Visualization and analysis of gene expression in tissue sections by spatial transcriptomics
  publication-title: Science
  doi: 10.1126/science.aaf2403
– volume: 373
  start-page: 123
  year: 2015
  end-page: 135
  ident: CR52
  article-title: Nivolumab versus Docetaxel in Advanced Squamous-Cell Non-Small-Cell Lung Cancer
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1504627
– volume: 10
  year: 2019
  ident: CR43
  article-title: SMARCA4 loss is synthetic lethal with CDK4/6 inhibition in non-small cell lung cancer
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-019-08380-1
– volume: 179
  start-page: 561
  year: 2019
  end-page: 577.e522
  ident: CR32
  article-title: Integrated Proteogenomic Characterization of HBV-Related Hepatocellular Carcinoma
  publication-title: Cell
  doi: 10.1016/j.cell.2019.08.052
– volume: 36
  start-page: 418
  year: 2019
  end-page: 430.e416
  ident: CR6
  article-title: Tumor Cell Biodiversity Drives Microenvironmental Reprogramming in Liver Cancer
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.08.007
– volume: 56
  start-page: 1804
  year: 2012
  end-page: 1816
  ident: CR5
  article-title: Background progenitor activation is associated with recurrence after hepatectomy of combined hepatocellular-cholangiocarcinoma
  publication-title: Hepatology
  doi: 10.1002/hep.25874
– volume: 73
  start-page: 1118
  year: 2020
  end-page: 1130
  ident: CR21
  article-title: Single-cell transcriptomic architecture and intercellular crosstalk of human intrahepatic cholangiocarcinoma
  publication-title: J. Hepatol.
  doi: 10.1016/j.jhep.2020.05.039
– volume: 16
  year: 2015
  ident: CR61
  article-title: tcR: an R package for T cell receptor repertoire advanced data analysis
  publication-title: BMC Bioinforma.
  doi: 10.1186/s12859-015-0613-1
– volume: 35
  start-page: 932
  year: 2019
  end-page: 947.e938
  ident: CR4
  article-title: Genomic and Transcriptomic Profiling of Combined Hepatocellular and Intrahepatic Cholangiocarcinoma Reveals Distinct Molecular Subtypes
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.04.007
– volume: 183
  start-page: 377
  year: 2020
  end-page: 394.e321
  ident: CR25
  article-title: Onco-fetal Reprogramming of Endothelial Cells Drives Immunosuppressive Macrophages in Hepatocellular Carcinoma
  publication-title: Cell
  doi: 10.1016/j.cell.2020.08.040
– ident: CR36
– volume: 363
  start-page: 711
  year: 2010
  end-page: 723
  ident: CR57
  article-title: Improved survival with ipilimumab in patients with metastatic melanoma
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1003466
– volume: 28
  start-page: 359
  year: 2018
  end-page: 373
  ident: CR11
  article-title: Diverse modes of clonal evolution in HBV-related hepatocellular carcinoma revealed by single-cell genome sequencing
  publication-title: Cell Res
  doi: 10.1038/cr.2018.11
– volume: 19
  start-page: 940
  year: 2018
  end-page: 952
  ident: CR19
  article-title: Pembrolizumab in patients with advanced hepatocellular carcinoma previously treated with sorafenib (KEYNOTE-224): a non-randomised, open-label phase 2 trial
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(18)30351-6
– volume: 32
  start-page: 57
  year: 2017
  end-page: 70.e53
  ident: CR56
  article-title: Common Molecular Subtypes Among Asian Hepatocellular Carcinoma and Cholangiocarcinoma
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2017.05.009
– volume: 21
  year: 2021
  ident: CR54
  article-title: Integrated single-cell and bulk RNA sequencing analysis identifies a cancer associated fibroblast-related signature for predicting prognosis and therapeutic responses in colorectal cancer
  publication-title: Cancer Cell Int
  doi: 10.1186/s12935-021-02252-9
– volume: 5
  start-page: 137
  year: 2018
  end-page: 155
  ident: CR9
  article-title: Targeted Therapy: Attacking Cancer with Molecular and Immunological Targeted Agents
  publication-title: Asia Pac. J. Oncol. Nurs.
  doi: 10.4103/apjon.apjon_79_17
– volume: 38
  start-page: 333
  year: 2020
  end-page: 342
  ident: CR28
  article-title: Integrating microarray-based spatial transcriptomics and single-cell RNA-seq reveals tissue architecture in pancreatic ductal adenocarcinomas
  publication-title: Nat. Biotechnol.
  doi: 10.1038/s41587-019-0392-8
– volume: 9
  start-page: 414
  year: 2020
  end-page: 424
  ident: CR16
  article-title: Pembrolizumab combined with lenvatinib as non-first-line therapy in patients with refractory biliary tract carcinoma
  publication-title: Hepatob. Surg. Nutr.
  doi: 10.21037/hbsn-20-338
– volume: 36
  start-page: 773
  year: 2018
  end-page: 779
  ident: CR58
  article-title: Durable Clinical Benefit With Nivolumab Plus Ipilimumab in DNA Mismatch Repair-Deficient/Microsatellite Instability-High Metastatic Colorectal Cancer
  publication-title: J. Clin. Oncol.
  doi: 10.1200/JCO.2017.76.9901
– volume: 169
  start-page: 1342
  year: 2017
  end-page: 1356.e1316
  ident: CR22
  article-title: Landscape of Infiltrating T Cells in Liver Cancer Revealed by Single-Cell Sequencing
  publication-title: Cell
  doi: 10.1016/j.cell.2017.05.035
– ident: CR30
– year: 2021
  ident: CR37
  article-title: The LncRNA RP11-301G19.1/miR-582-5p/HMGB2 axis modulates the proliferation and apoptosis of multiple myeloma cancer cells via the PI3K/AKT signalling pathway
  publication-title: Cancer Gene Ther.
  doi: 10.1038/s41417-021-00309-5
– volume: 387
  start-page: 1540
  year: 2016
  end-page: 1550
  ident: CR50
  article-title: Pembrolizumab versus docetaxel for previously treated, PD-L1-positive, advanced non-small-cell lung cancer (KEYNOTE-010): a randomised controlled trial
  publication-title: Lancet
  doi: 10.1016/S0140-6736(15)01281-7
– volume: 32
  start-page: 1241
  year: 2016
  end-page: 1243
  ident: CR60
  article-title: destiny: diffusion maps for large-scale single-cell data in R
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btv715
– volume: 169
  start-page: 1327
  year: 2017
  end-page: 1341.e1323
  ident: CR12
  article-title: Comprehensive and Integrative Genomic Characterization of Hepatocellular Carcinoma
  publication-title: Cell
  doi: 10.1016/j.cell.2017.05.046
– volume: 114
  start-page: 241
  year: 2022
  end-page: 252
  ident: CR40
  article-title: Integrative epigenomic profiling reveal AP-1 is a key regulator in intrahepatich cholangiocarcinoma
  publication-title: Genomics
  doi: 10.1016/j.ygeno.2021.12.008
– volume: 66
  start-page: 115
  year: 2016
  end-page: 132
  ident: CR2
  article-title: Cancer statistics in China, 2015
  publication-title: CA Cancer J. Clin.
  doi: 10.3322/caac.21338
– volume: 382
  start-page: 1894
  year: 2020
  end-page: 1905
  ident: CR15
  article-title: Atezolizumab plus Bevacizumab in Unresectable Hepatocellular Carcinoma
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1915745
– volume: 12
  year: 2021
  ident: CR46
  article-title: Compressive stress-mediated p38 activation required for ERalpha + phenotype in breast cancer
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-27220-9
– volume: 68
  start-page: 394
  year: 2018
  end-page: 424
  ident: CR3
  article-title: Global Cancer Statistics 2018: GLOBOCAN Estimates of Incidence and Mortality Worldwide for 36 Cancers in 185 Countries
  publication-title: CA: a cancer J. Clin.
– volume: 68
  start-page: 2019
  year: 2019
  end-page: 2031
  ident: CR14
  article-title: Integrated multiomic analysis reveals comprehensive tumour heterogeneity and novel immunophenotypic classification in hepatocellular carcinomas
  publication-title: Gut
  doi: 10.1136/gutjnl-2019-318912
– volume: 23
  start-page: 2789
  year: 2004
  end-page: 2799
  ident: CR39
  article-title: The Fos-related antigen Fra-1 is an activator of bone matrix formation
  publication-title: EMBO J.
  doi: 10.1038/sj.emboj.7600282
– ident: CR38
– volume: 375
  start-page: 1823
  year: 2016
  end-page: 1833
  ident: CR51
  article-title: Pembrolizumab versus Chemotherapy for PD-L1-Positive Non-Small-Cell Lung Cancer
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1606774
– volume: 18
  start-page: 792
  year: 2021
  end-page: 804
  ident: CR53
  article-title: Clinical and therapeutic relevance of cancer-associated fibroblasts
  publication-title: Nat. Rev. Clin. Oncol.
  doi: 10.1038/s41571-021-00546-5
– volume: 20
  start-page: 174
  year: 2020
  end-page: 186
  ident: CR44
  article-title: A framework for advancing our understanding of cancer-associated fibroblasts
  publication-title: Nat. Rev. Cancer
  doi: 10.1038/s41568-019-0238-1
– volume: 567
  start-page: 257
  year: 2019
  end-page: 261
  ident: CR35
  article-title: Proteomics identifies new therapeutic targets of early-stage hepatocellular carcinoma
  publication-title: Nature
  doi: 10.1038/s41586-019-0987-8
– volume: 383
  start-page: 2207
  year: 2020
  end-page: 2218
  ident: CR59
  article-title: Pembrolizumab in Microsatellite-Instability-High Advanced Colorectal Cancer
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa2017699
– volume: 542
  start-page: 352
  year: 2017
  end-page: 356
  ident: CR7
  article-title: Single-cell spatial reconstruction reveals global division of labour in the mammalian liver
  publication-title: Nature
  doi: 10.1038/nature21065
– volume: 70
  start-page: 7
  year: 2020
  end-page: 30
  ident: CR1
  article-title: Cancer statistics, 2020
  publication-title: CA Cancer J. Clin.
  doi: 10.3322/caac.21590
– volume: 389
  start-page: 2492
  year: 2017
  end-page: 2502
  ident: CR17
  article-title: Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040): an open-label, non-comparative, phase 1/2 dose escalation and expansion trial
  publication-title: Lancet
  doi: 10.1016/S0140-6736(17)31046-2
– volume: 21
  start-page: 671
  year: 2020
  end-page: 684
  ident: CR45
  article-title: Pemigatinib for previously treated, locally advanced or metastatic cholangiocarcinoma: a multicentre, open-label, phase 2 study
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(20)30109-1
– ident: CR24
– ident: CR20
– volume: 24
  start-page: 986
  year: 2018
  end-page: 993
  ident: CR26
  article-title: Single-cell profiling of breast cancer T cells reveals a tissue-resident memory subset associated with improved prognosis
  publication-title: Nat. Med
  doi: 10.1038/s41591-018-0078-7
– volume: 9
  year: 2018
  ident: CR55
  article-title: Whole-exome sequencing reveals the origin and evolution of hepato-cholangiocarcinoma
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-018-03276-y
– volume: 169
  start-page: 1342
  year: 2017
  ident: 5455_CR22
  publication-title: Cell
  doi: 10.1016/j.cell.2017.05.035
– volume: 183
  start-page: 377
  year: 2020
  ident: 5455_CR25
  publication-title: Cell
  doi: 10.1016/j.cell.2020.08.040
– volume: 16
  year: 2015
  ident: 5455_CR61
  publication-title: BMC Bioinforma.
  doi: 10.1186/s12859-015-0613-1
– volume: 387
  start-page: 1540
  year: 2016
  ident: 5455_CR50
  publication-title: Lancet
  doi: 10.1016/S0140-6736(15)01281-7
– volume: 179
  start-page: 829
  year: 2019
  ident: 5455_CR23
  publication-title: Cell
  doi: 10.1016/j.cell.2019.10.003
– volume: 10
  year: 2019
  ident: 5455_CR43
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-019-08380-1
– volume: 560
  start-page: 494
  year: 2018
  ident: 5455_CR34
  publication-title: Nature
  doi: 10.1038/s41586-018-0414-6
– volume: 174
  start-page: 1293
  year: 2018
  ident: 5455_CR49
  publication-title: Cell
  doi: 10.1016/j.cell.2018.05.060
– volume: 389
  start-page: 2492
  year: 2017
  ident: 5455_CR17
  publication-title: Lancet
  doi: 10.1016/S0140-6736(17)31046-2
– ident: 5455_CR38
  doi: 10.1016/j.cell.2020.11.041
– volume: 23
  start-page: 2789
  year: 2004
  ident: 5455_CR39
  publication-title: EMBO J.
  doi: 10.1038/sj.emboj.7600282
– volume: 19
  start-page: 940
  year: 2018
  ident: 5455_CR19
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(18)30351-6
– volume: 21
  year: 2021
  ident: 5455_CR54
  publication-title: Cancer Cell Int
  doi: 10.1186/s12935-021-02252-9
– volume: 169
  start-page: 1327
  year: 2017
  ident: 5455_CR12
  publication-title: Cell
  doi: 10.1016/j.cell.2017.05.046
– volume: 38
  start-page: 333
  year: 2020
  ident: 5455_CR28
  publication-title: Nat. Biotechnol.
  doi: 10.1038/s41587-019-0392-8
– volume: 69
  start-page: 89
  year: 2018
  ident: 5455_CR42
  publication-title: J. Hepatol.
  doi: 10.1016/j.jhep.2018.02.029
– volume: 56
  start-page: 1804
  year: 2012
  ident: 5455_CR5
  publication-title: Hepatology
  doi: 10.1002/hep.25874
– volume: 383
  start-page: 2207
  year: 2020
  ident: 5455_CR59
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa2017699
– volume: 36
  start-page: 418
  year: 2019
  ident: 5455_CR6
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.08.007
– volume: 32
  start-page: 57
  year: 2017
  ident: 5455_CR56
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2017.05.009
– volume: 24
  start-page: 1277
  year: 2018
  ident: 5455_CR48
  publication-title: Nat. Med
  doi: 10.1038/s41591-018-0096-5
– volume: 24
  start-page: 986
  year: 2018
  ident: 5455_CR26
  publication-title: Nat. Med
  doi: 10.1038/s41591-018-0078-7
– volume: 353
  start-page: 78
  year: 2016
  ident: 5455_CR29
  publication-title: Science
  doi: 10.1126/science.aaf2403
– year: 2021
  ident: 5455_CR37
  publication-title: Cancer Gene Ther.
  doi: 10.1038/s41417-021-00309-5
– volume: 70
  start-page: 7
  year: 2020
  ident: 5455_CR1
  publication-title: CA Cancer J. Clin.
  doi: 10.3322/caac.21590
– volume: 20
  start-page: 174
  year: 2020
  ident: 5455_CR44
  publication-title: Nat. Rev. Cancer
  doi: 10.1038/s41568-019-0238-1
– volume: 66
  start-page: 1387
  year: 2017
  ident: 5455_CR8
  publication-title: Hepatology
  doi: 10.1002/hep.29353
– volume: 375
  start-page: 1823
  year: 2016
  ident: 5455_CR51
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1606774
– ident: 5455_CR20
  doi: 10.1038/ncomms6696
– volume: 373
  start-page: 123
  year: 2015
  ident: 5455_CR52
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1504627
– volume: 66
  start-page: 115
  year: 2016
  ident: 5455_CR2
  publication-title: CA Cancer J. Clin.
  doi: 10.3322/caac.21338
– volume: 18
  start-page: 792
  year: 2021
  ident: 5455_CR53
  publication-title: Nat. Rev. Clin. Oncol.
  doi: 10.1038/s41571-021-00546-5
– volume: 114
  start-page: 241
  year: 2022
  ident: 5455_CR40
  publication-title: Genomics
  doi: 10.1016/j.ygeno.2021.12.008
– volume: 179
  start-page: 1647
  year: 2019
  ident: 5455_CR27
  publication-title: Cell
  doi: 10.1016/j.cell.2019.11.025
– volume: 189
  start-page: 3815
  year: 2012
  ident: 5455_CR47
  publication-title: J. Immunol.
  doi: 10.4049/jimmunol.1201431
– volume: 542
  start-page: 352
  year: 2017
  ident: 5455_CR7
  publication-title: Nature
  doi: 10.1038/nature21065
– volume: 20
  start-page: 404
  year: 2019
  ident: 5455_CR33
  publication-title: Nat. Rev. Genet
  doi: 10.1038/s41576-019-0114-6
– volume: 357
  start-page: 409
  year: 2017
  ident: 5455_CR18
  publication-title: Science
  doi: 10.1126/science.aan6733
– volume: 9
  year: 2018
  ident: 5455_CR55
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-018-03276-y
– volume: 28
  start-page: 359
  year: 2018
  ident: 5455_CR11
  publication-title: Cell Res
  doi: 10.1038/cr.2018.11
– volume: 71
  start-page: 929
  year: 2020
  ident: 5455_CR31
  publication-title: Hepatology
  doi: 10.1002/hep.30863
– ident: 5455_CR36
  doi: 10.1080/15548627.2021.1886839
– volume: 190
  start-page: 15
  year: 2018
  ident: 5455_CR41
  publication-title: Pharm. Ther.
  doi: 10.1016/j.pharmthera.2018.05.001
– volume: 73
  start-page: 1118
  year: 2020
  ident: 5455_CR21
  publication-title: J. Hepatol.
  doi: 10.1016/j.jhep.2020.05.039
– volume: 35
  start-page: 932
  year: 2019
  ident: 5455_CR4
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.04.007
– volume: 21
  start-page: 671
  year: 2020
  ident: 5455_CR45
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(20)30109-1
– volume: 18
  start-page: 2780
  year: 2017
  ident: 5455_CR10
  publication-title: Cell Rep.
  doi: 10.1016/j.celrep.2017.02.033
– volume: 567
  start-page: 257
  year: 2019
  ident: 5455_CR35
  publication-title: Nature
  doi: 10.1038/s41586-019-0987-8
– ident: 5455_CR30
  doi: 10.1038/s41587-021-00830-w
– volume: 179
  start-page: 561
  year: 2019
  ident: 5455_CR32
  publication-title: Cell
  doi: 10.1016/j.cell.2019.08.052
– ident: 5455_CR24
  doi: 10.1038/s41586-020-2157-4
– volume: 572
  start-page: 199
  year: 2019
  ident: 5455_CR13
  publication-title: Nature
  doi: 10.1038/s41586-019-1373-2
– volume: 363
  start-page: 711
  year: 2010
  ident: 5455_CR57
  publication-title: N. Engl. J. Med
  doi: 10.1056/NEJMoa1003466
– volume: 12
  year: 2021
  ident: 5455_CR46
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-021-27220-9
– volume: 68
  start-page: 2019
  year: 2019
  ident: 5455_CR14
  publication-title: Gut
  doi: 10.1136/gutjnl-2019-318912
– volume: 68
  start-page: 394
  year: 2018
  ident: 5455_CR3
  publication-title: CA: a cancer J. Clin.
– volume: 382
  start-page: 1894
  year: 2020
  ident: 5455_CR15
  publication-title: N. Engl. J. Med.
  doi: 10.1056/NEJMoa1915745
– volume: 5
  start-page: 137
  year: 2018
  ident: 5455_CR9
  publication-title: Asia Pac. J. Oncol. Nurs.
  doi: 10.4103/apjon.apjon_79_17
– volume: 32
  start-page: 1241
  year: 2016
  ident: 5455_CR60
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btv715
– volume: 9
  start-page: 414
  year: 2020
  ident: 5455_CR16
  publication-title: Hepatob. Surg. Nutr.
  doi: 10.21037/hbsn-20-338
– volume: 36
  start-page: 773
  year: 2018
  ident: 5455_CR58
  publication-title: J. Clin. Oncol.
  doi: 10.1200/JCO.2017.76.9901
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Snippet Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity and...
Abstract Primary liver cancer (PLC) poses a leading threat to human health, and its treatment options are limited. Meanwhile, the investigation of homogeneity...
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SubjectTerms 631/67/1504/1610/4029
631/67/327
Bile Duct Neoplasms - genetics
Bile Ducts, Intrahepatic
Biology
Biomedical and Life Sciences
Carcinoma, Hepatocellular - pathology
Cholangiocarcinoma
Cholangiocarcinoma - genetics
Endothelial cells
Endothelial Cells - metabolism
Fibroblasts
Hepatocellular carcinoma
Heterogeneity
Humans
Life Sciences
Liver cancer
Liver Neoplasms - pathology
Lymphocytes T
Microenvironments
Phenotypes
Transcriptomics
Tumor Microenvironment - genetics
Tumors
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Title Single-cell and spatial architecture of primary liver cancer
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