Evidence map›Paper›PMID 42609525›Full record

ReviewFrontiers in cell and developmental biology2026

Beyond the convergence of metabolic reprogramming in primary liver cancer: a comprehensive review on energy and lipids metabolism.

Galina S Stupnikova, Igor A Popov, Stanislav I Pekov

Abstract readReview
In one paragraph

Review in Frontiers in cell and developmental biology, 2026. 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
–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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

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

3 authors.

Galina S StupnikovaLaboratory for Molecular Medical Diagnostics, Moscow Institute of Physics and Technology, Dolgoprudny, Russia.
Igor A PopovLaboratory for Molecular Medical Diagnostics, Moscow Institute of Physics and Technology, Dolgoprudny, Russia.
Stanislav I PekovLaboratory for Molecular Medical Diagnostics, Moscow Institute of Physics and Technology, Dolgoprudny, Russia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hepatocellular carcinoma and cholangiocarcinoma, the most common primary liver cancers, are usually considered quite different pathologies. However, convergent metabolic reprogramming across different progenitor cells can result in similar molecular alterations and, even in a combined form of cancer that is characterized by transitional features and a shared phenotype. In this review, we summarize essential steps in glucose and lipid metabolism to distinguish similarities in glucose and energy metabolism reprogramming from divergent lipid remodeling in different types of primary liver cancers. We show the convergent nature of metabolic alterations in glucose decomposition and related mitochondrial enzymes. Also, we outline the essential role of lactate in promoting cell viability, adaptation to increased biomass synthesis, and fueling surrounding cancer cells to support their growth and proliferation. Lipid metabolism, in contrast, was found to be dramatically different between primary liver cancers. Hepatocellular carcinoma relies on

Indexed as

cholangiocarcinomaglycolysishepatocellular carcinomalipid metabolismmetabolic reprogrammingprimary liver cancer

Identifiers

PMID42609525
PMCPMC13478118

What OpenQuestion holds

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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 OpenQuestion graph.