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Published on: September 5, 2025
Integrated Multi-Omics and Spatial Transcriptomics Identify FBLL1 as a Malignant Transformation Driver in
Junye Xie1,2,3,4,5,6, Shujun Guo1,2,3,4,5,6, Yujie Xiao1,2,3,4,5,6
1Institute of Biomedicine & Department of Cell Biology, College of Life Science and Technology, Jinan University, Guangzhou 510632, China.
FBLL1 is a newly found gene that drives liver cancer (hepatocellular carcinoma) progression by activating key growth pathways. Targeting FBLL1 may offer a new strategy for treating liver cancer.
Area of Science:
- Oncology
- Molecular Biology
- Genetics
Background:
- Hepatocellular carcinoma (HCC) exhibits significant intratumoral heterogeneity and leads to poor patient outcomes.
- Dysregulated ribosome biogenesis is a known hallmark of cancer, but its specific role in HCC pathogenesis is unclear.
- Identifying novel molecular drivers is crucial for understanding and treating HCC.
Purpose of the Study:
- To identify and characterize novel prognostic candidate genes in hepatocellular carcinoma.
- To elucidate the molecular mechanisms by which these genes contribute to HCC progression.
- To evaluate potential therapeutic targets for liver cancer.
Main Methods:
- Integration of multi-omics data from TCGA and ICGC cohorts to identify candidate genes.
- Analysis of gene distribution using single-cell RNA sequencing and spatial transcriptomics.
- In vitro and in vivo functional validation through gene knockdown and overexpression experiments.
- Elucidation of molecular mechanisms via transcriptomic analysis and Western blotting.
Main Results:
- FBLL1 was identified as a key prognostic gene, significantly upregulated in HCC and associated with poor survival.
- FBLL1 expression was enriched in malignant hepatocytes within tumors.
- FBLL1 knockdown inhibited HCC cell proliferation, while its overexpression promoted tumorigenesis in vivo.
- FBLL1 overexpression correlated with increased c-Myc and EGFR ligands, impacting the EGFR-MAPK pathway.
Conclusions:
- FBLL1 is a novel regulator implicated in the malignant transition of HCC.
- FBLL1 promotes HCC by facilitating ligand-dependent EGFR-MAPK pathway activation alongside c-Myc upregulation.
- FBLL1 represents a potential therapeutic target for disrupting oncogenic signaling in liver cancer.
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