Evidence map›Paper›PMID 41449217›Full record

ArticleFunctional & integrative genomics2025

PCK1 attenuates intrahepatic cholangiocarcinoma progression by suppressing lactate accumulation and PI3K-AKT signaling.

Yuchen Pei, Weigen Wu, Junlong Wang, Xi Yu, Borui Xu, Zhikang Li, Qianning Li, Xiting Chen, Danhong Zhan, Yao Li and 4 more

Abstract read
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In one paragraph

Article in Functional & integrative genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

14 authors.

Yuchen Pei *Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Weigen Wu *Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Junlong Wang *Center of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Xi YuCenter of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Borui XuCenter of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Zhikang LiLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Qianning LiLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Xiting ChenLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Danhong ZhanLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Yao LiLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Ruizhi WangLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China.
Jiying LiuDepartment of Chemistry, University of Michigan, Ann Arbor, MI, 48109, USA.
Meifang HeLaboratory of General Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China. hemeifang@mail.sysu.edu.cn.
Wei ChenCenter of Hepato-Pancreato-Biliary Surgery, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, 510080, China. chenw57@mail.sysu.edu.cn.

Funding

Natural Science Foundation of Guangdong Province 2021A1515010100
6 · The paper itself

Abstract

Intrahepatic cholangiocarcinoma (iCCA) is a highly malignant liver cancer with limited treatment options. Recent evidence implicates lactate metabolism as playing a crucial role in tumor progression, but its precise contribution in iCCA remains unclear. In this study, lactate metabolism-related genes (LMRGs) in iCCA were identified through analyses of bulk and single-cell RNA sequencing data, diagnostic models were developed using machine learning algorithms, and the functional significance of candidate genes was validated through a combination of in vitro and in vivo experiments. 38 differentially expressed LMRGs were identified, and two genes, HMGCL and PCK1, were selected as robust diagnostic biomarkers. A nomogram incorporating both markers achieved excellent diagnostic performance (AUC = 0.999). Single-cell analyses revealed cell-type-specific expression and extensive intercellular communication involving these genes. Functional studies demonstrated that PCK1 acts as a tumor suppressor, concurrently reducing lactate accumulation, downregulating protein lactylation, and inhibiting the PI3K-AKT signaling pathway. Overexpressing PCK1 significantly impaired iCCA cell proliferation, migration, and invasion. These results indicate PCK1 is a key lactate metabolism-related tumor suppressor in iCCA. PCK1 exerts its anti-tumor effects by coordinately suppressing lactate accumulation and inhibiting the PI3K-AKT signaling pathway, positioning it as a promising diagnostic biomarker and therapeutic target for iCCA.

Indexed as

Bile Duct NeoplasmsCholangiocarcinomaIntracellular Signaling Peptides and ProteinsLactic AcidPhosphatidylinositol 3-KinasesPhosphoenolpyruvate Carboxykinase (GTP)Proto-Oncogene Proteins c-aktAnimalsBiomarkers, TumorCell Line, TumorCell MovementCell ProliferationDisease ProgressionFemaleGene Expression Regulation, NeoplasticHumansBiomarkers, TumorIntracellular Signaling Peptides and ProteinsLactic AcidPCK1 protein, humanPhosphatidylinositol 3-KinasesPhosphoenolpyruvate Carboxykinase (GTP)Proto-Oncogene Proteins c-aktIntrahepatic cholangiocarcinomaLactate metabolismPCK1PI3K-AKT signaling pathway

Identifiers

What Socratic holds

Textmetadata
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Registered trials

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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 Socratic graph.