Evidence map›Paper›PMID 40403181›Full record

ArticleHepatology (Baltimore, Md.)2026

Galectin-1 modulates glycolysis through a GM1-galactose-dependent pathway to promote hyperthermia resistance in HCC.

Tu Nguyen, Yonghwan Shin, Aravinth Ruppa, Abigail S Krall, Janet Pham, Po-Chun Chen, Hannah Mirmohammadi, Pedram Keshavarz, Richard S Finn, Vatche G Agopian and 5 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 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
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  6. Review
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

15 authors.

Tu NguyenUCLA David Geffen School of Medicine, Los Angeles, California, USA.ORCID 0000-0003-0014-4349
Yonghwan ShinDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.ORCID 0000-0002-7536-6504
Aravinth RuppaDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.
Abigail S KrallDepartment of Biological Chemistry, UCLA David Geffen School of Medicine, Los Angeles, California, USA.
Janet PhamDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.
Po-Chun ChenDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.
Hannah MirmohammadiDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.
Pedram KeshavarzDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.ORCID 0000-0001-5374-5514
Richard S FinnDepartment of Oncology, UCLA David Geffen School of Medicine, Los Angeles, California, USA.
Vatche G AgopianDepartment of Surgery, Dumont-UCLA Liver Cancer and Transplant Center, Pfleger Liver Institute, UCLA David Geffen School of Medicine, Los Angeles, California, USA.ORCID 0000-0003-0130-9838
Samuel W FrenchDepartment of Pathology, UCLA David Geffen School of Medicine, Los Angeles, California, USA.
Heather R ChristofkDepartment of Biological Chemistry, UCLA David Geffen School of Medicine, Los Angeles, California, USA.ORCID 0000-0002-8662-4425
David S K LuDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.
Steven S RamanDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.ORCID 0000-0003-0499-1676
Jason ChiangDepartment of Radiology, Ronald Reagan UCLA Medical Center, Los Angeles, California, USA.ORCID 0000-0003-2896-1930

Funding

Light-Activated SIte-Specific Conjugation (LASIC) to accelerate clinical translation of catheter-directed antibody-drug-conjugate labeled theranostic microbubbles in an Oncopig liver tumor modelR21EB036670 · NIBIB · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI CHIANG, CHIH-SHENG J, HUI, JAMES ZHE · 2025 to 2025
$630k
NIBIB NIH HHS R21 EB036670
6 · The paper itself

Abstract

BACKGROUND AND

aimsThermal ablation is the standard-of-care treatment modality with curative intent for early-stage nonresectable HCC, but a durable response is limited, with up to 40% of patients with HCC eventually experiencing local recurrence on posttreatment surveillance. While thermal ablation has been established to cause immediate cell death in the center of the thermal ablation zone, its metabolic impact in the peri-ablational region remains unclear. We aimed to elucidate the metabolic mechanism by which Galectin-1 (Gal-1) promotes thermal-ablation-induced hyperthermia resistance in HCC and demonstrate the therapeutic potential of inhibiting Gal-1 in combination with thermal ablation in vivo . APPROACH AND

resultsProteomic analysis was performed using an untargeted approach on pre-ablation formalin-fixed paraffin-embedded biopsy specimens of thermal ablation responders (n=32) and nonresponders (n=23). Gal-1 was found to be overexpressed in thermal ablation nonresponders compared with responders. Moreover, HCC with Gal-1 overexpression demonstrated reduced sensitivity to hyperthermia in vitro and increased utilization of glycolysis and the downstream tricarboxylic acid (TCA) cycle under hyperthermia-induced stress. Gal-1-overexpressing HCC enhanced its metabolic utilization through Gal-1-facilitated GM1-ganglioside breakdown, producing galactose to increase the metabolic influxes into glycolysis and consequently the downstream TCA cycle. In-vivo studies showed that inhibiting Gal-1 in combination with thermal ablation significantly reduced tumor size compared with either monotherapy thermal ablation or Gal-1 inhibition alone.

conclusionsGal-1 can mediate hyperthermia resistance in HCC and can potentially be modulated as a therapeutic target to reduce rapid progression after thermal ablation.

Indexed as

Carcinoma, HepatocellularGalectin 1GlycolysisHyperthermia, InducedLiver NeoplasmsAnimalsCell Line, TumorFemaleGalactoseHumansMaleMiceGalactoseGalectin 1LGALS1 protein, humanGM1-gangliosideleloir pathwayliver cancer recurrencethermal-ablationtricarboxylic acid cycle

Identifiers

PMID40403181
PMCPMC12878798

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LicenceCC BY-NC-ND
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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.