Evidence map›Paper›PMID 40344414›Full record

ArticleHepatology (Baltimore, Md.)2026

GPD1L supports glycerol-3-phosphate and triacylglycerol synthesis and promotes tumor progression in HCC.

Tiffany Ching-Yun Yu, Luqing Zhao, Karen Man-Fong Sze, Lu Tian, Vanilla Xin Zhang, Eva Lee, Charles Shing Kam, Joyce Man-Fong Lee, Daniel Wai-Hung Ho, Yu-Man Tsui and 2 more

Abstract read
In one paragraph

Article in Hepatology (Baltimore, Md.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Article
  3. HFrontiers in cell and developmental biology · 2026
    Review
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Tiffany Ching-Yun YuDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0009-0007-9953-0173
Luqing ZhaoDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0003-1176-0833
Karen Man-Fong SzeDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0002-7997-5331
Lu TianDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0001-9498-2209
Vanilla Xin ZhangDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0002-8582-1128
Eva LeeDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.
Charles Shing KamDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.
Joyce Man-Fong LeeDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.
Daniel Wai-Hung HoDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0003-3884-296
Yu-Man TsuiDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0003-4895-8704
Lo-Kong ChanDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0003-3082-1013
Irene Oi-Lin NgDepartment of Pathology, The University of Hong Kong, Pokfulam, Hong Kong.ORCID 0000-0001-7532-2029

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsResearch on metabolic reprogramming in HCC has increased; however, studies on the metabolism of glycerolipids or interactions between different pathways remain scarce. Enzymes of the glycerol phosphate dehydrogenase (GPD) family, which regulate the glycerol-3-phosphate shuttle, link the metabolic processes of glycolysis and glycerolipids. Therefore, we aimed to understand the role and regulation of GPDs in HCC. APPROACH AND

resultsWe performed transcriptomic analysis on clinical HCC samples from in-house and public cohorts and detected the upregulation of glycerol-3-phosphate dehydrogenase 1-like (GPD1L) among GPD family genes in HCC. Further analysis showed that high GPD1L expression was associated with more frequent venous invasion and shorter overall survival. Consistent with these clinical findings, GPD1L knockdown suppressed the invasiveness of HCC cells, reduced colony- and sphere-forming abilities, and inhibited stemness gene expression in vitro, while also inhibiting tumor growth and metastasis in vivo. On the other hand, we used mass-spectrometry-based metabolomics to confirm that GPD1L facilitated the biogenesis of the glycerolipid precursor glycerol-3-phosphate (G3P) from dihydroxyacetone phosphate (DHAP). Further untargeted lipidomic analysis revealed that GPD1L supported triacylglycerol synthesis. In addition, our study identified E74-like E-Twenty-Six transcription factor 1 (ELF1) as a direct activator of GPD1L transcription, binding to the GPD1L promoter to boost its transcription while reducing GPD1L expression when ELF1 levels were lowered.

conclusionsGPD1L is overexpressed in human HCCs and is associated with worse clinical outcomes. Aberrant GPD1L expression, driven by ELF1, facilitates conversion of DHAP to G3P to support triacylglycerol synthesis in HCC, promoting tumor growth and metastasis.

Indexed as

Carcinoma, HepatocellularGlycerol-3-Phosphate Dehydrogenase (NAD+)Glycerolphosphate DehydrogenaseGlycerophosphatesLiver NeoplasmsTriglyceridesAnimalsCell Line, TumorDisease ProgressionFemaleGene Expression Regulation, NeoplasticHumansMaleMiceUp-Regulationalpha-glycerophosphoric acidGlycerol-3-Phosphate Dehydrogenase (NAD+)Glycerolphosphate DehydrogenaseGlycerophosphatesGPD1L protein, humanTriglyceridesELF1glycerol-3-phosphate shuttleglycerolipids synthesisglycolysisMetabolic reprogramming

Identifiers

PMID40344414
PMCPMC12991329

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.