bioRxivCancer BiologyPreprint
Lineage recording reveals hijacked hepatic progenitor states as a common origin of HCC and ICC
Jinyong FaniD, Jiazheng PeiiD, Nuo Xu, Xiaoyun Wang, Xiaoyun Wang, Shiyu Mao, Yu Zhang, Lisi Yu, Yingxia Sun, Yeqing Gong, Xinyuan Xiong, Shu WangiD, Lin Li, Zhen ShaoiD, Xuxu SuniD, Luonan CheniD, Xin LiuiD
Abstract
HighlightsCERAMIC enables continuous and high-capacity lineage tracing of liver tumor initiation Fatty liver-associated hepatocytes acquire regenerative and premalignant cell states before malignant transformation Lineage reconstruction identifies Hep_Bi-zonal cells as the cellular origin of liver tumor initiation Transcriptional and regulatory programs distinguish tumor-fated hepatocytes from failed-to-transform lineages Peroxisomal metabolism is required for progenitor-state formation and liver tumor initiation Spatial remodeling identifies a macrophage niche associated with tumor-fated hepatocytes Dual ontogenies and functional specialization of lipid-associated macrophages shape the tumor-fated hepatocyte niche Fatty liver disease predisposes to primary liver cancer, yet the lineage routes and niche mechanisms that select rare tumor-fated hepatocytes remain unclear. Here we developed CERAMIC, a high-capacity CRISPR-Cas9 lineage recorder that co-recovers editing scars and transcriptomes from single cells, and applied it to an AKT/NRAS-driven model of MASLD-associated liver tumor initiation. Longitudinal lineage, single-cell and spatial analyses revealed a hierarchical trajectory in which bipotential bi-zonal hepatocytes (Hep_Bi-zonal), rather than pericentral-like hepatocytes (Hep_CVlike), generated regenerative and neoplastic hepatocyte progenitor states that progressed toward both hepatocellular carcinoma and intrahepatic cholangiocarcinoma lineages. Tumor-fated cells preferentially expanded along a remodeled midlobular-periportal axis and depended on ACOX1-mediated peroxisomal beta-oxidation to withstand lipotoxic and oxidative stress. Spatial and lineage analyses further identified a sequential lipid-associated macrophage niche, in which monocyte-derived LAMs engaged tumor-fated hepatocytes through an LGALS9-P4HB axis, and P4HB inhibition suppressed tumor expansion. These findings define liver tumor initiation as a lineage-restricted process licensed by peroxisomal metabolic adaptation and macrophage-derived niche signals.
- organism: mouse
- assay: scRNA-seq
- assay: spatial transcriptomics
- research focus: cell type annotation
- research focus: trajectory inference
- research focus: cell-cell communication
- research focus: differential expression
- approach: experimental assay
- approach: deep learning
- approach: statistical model
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Onecut1 partially contributes to liver progenitor cell transition and acquisition of metastatic potential in hepatocellular carcinoma.
Y. Liu, H. Higashitsuji, … J. Fujita·bioRxiv·Sep 20, 2022
- Single-cell analysis identifies EpCAM+/CDH6+/TROP-2- cells as human liver progenitors.
Joe M Segal, Daniel J Wesche, … S Tamir Rashid·bioRxiv·Apr 4, 2018
- Hepatobiliary Progenitor-like Reprogramming in Liver Metastases
Ajit Kumar Sharma, Nobuyuki Takahashi, … Anish Thomas·bioRxiv·Jul 1, 2026
- Liver Zonation Disruption Fuels Hepatocellular Carcinoma in Chronic Liver Disease
Sue Bin Yang, Federico Di Tullio, … Tianliang Sun·bioRxiv·Dec 10, 2025
- Notch signaling maintains a progenitor-like subclass of hepatocellular carcinoma
Kerstin Seidel, Robert Piskol, … Chris Siebel·bioRxiv·Dec 13, 2024
- NOTCH1 drives tumor plasticity and metastasis in hepatocellular carcinoma
Katherine E. Lindblad, Romain Donné, … Amaia Lujambio·bioRxiv·Oct 23, 2024