Evidence map›Paper›PMID 41027276›Full record

ArticleNeoplasia (New York, N.Y.)2025

PD-L1(+) tumor-associated macrophages induce CD8(+) T Cell exhaustion in hepatocellular carcinoma.

Takuto Nosaka, Masahiro Ohtani, Junki Yamashita, Yosuke Murata, Yu Akazawa, Tomoko Tanaka, Kazuto Takahashi, Tatsushi Naito, Yoshiaki Imamura, Kenji Koneri and 2 more

Abstract read
In one paragraph

Article in Neoplasia (New York, N.Y.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. ANXA2-mediated Phagocytosis Generates ARAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  4. Article
  5. Article
  6. Targeting Tumor-Associated Macrophages and Cancer-Associated Fibroblasts to Overcome Therapeutic Resistance in Hepatocellular Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Review
  7. Review
  8. Article
  9. Review
  10. Review
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  12. 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

12 authors.

Takuto NosakaSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan. Electronic address: nosat@u-fukui.ac.jp.
Masahiro OhtaniSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Junki YamashitaSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Yosuke MurataSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Yu AkazawaSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Tomoko TanakaSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Kazuto TakahashiSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Tatsushi NaitoSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Yoshiaki ImamuraDivision of Diagnostic Pathology/Surgical Pathology, University of Fukui Hospital, Fukui, 910-1193, Japan.
Kenji KoneriFirst Department of Surgery, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Takanori GoiFirst Department of Surgery, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan.
Yasunari NakamotoSecond Department of Internal Medicine, Faculty of Medical Sciences, University of Fukui, Fukui, 910-1193, Japan. Electronic address: nakamoto-med2@med.u-fukui.ac.jp.

Funding

Japan Agency for Medical Research and DevelopmentJapan Society for the Promotion of Science
6 · The paper itself

Abstract

The therapeutic efficacy of immune checkpoint inhibitors (ICIs) in patients with hepatocellular carcinoma (HCC) is profoundly influenced by the tumor immune microenvironment (TIME), where tumor-associated macrophages (TAMs) expressing programmed death-ligand 1 (PD-L1) serve as key modulators of immune suppression and tumor progression. Although PD-L1(+) TAMs have attracted increasing attention, their precise immunological functions in patients with HCC remain incompletely understood. In this study, we conducted an integrated analysis combining single-cell transcriptomics, spatial profiling, in vitro functional assays, and in vivo therapeutic modeling to clarify the role of PD-L1(+) TAMs in HCC. Single-cell RNA sequencing of tumor samples from patients with HCC (GSE189903) revealed that intratumoral PD-L1(+) TAMs were enriched for immune-related signaling pathways and expressed chemokines including CXCL9, CXCL10, and CXCL11. In vitro, GM-CSF-induced PD-L1(+) macrophages promoted CD8(+) T cell exhaustion, characterized by increased expression of TIM3 and suppression of cytotoxic molecules such as GZMB. Spatial analysis using multiplex immunofluorescence staining of surgical specimens from 113 patients with HCC demonstrated that close proximity between PD-L1(+) TAMs and CD8(+) T cells within tumors was an independent predictor of early postoperative recurrence and poor outcome. Moreover, in a murine orthotopic liver cancer model, the combination of anti-GM-CSF and anti-PD-L1 antibodies inhibited the differentiation of PD-L1(+) TAMs, reduced their contact with CD8(+) T cells, alleviated T cell exhaustion, and potentiated antitumor immunity. These findings highlight the critical contribution of PD-L1(+) TAMs to immune evasion in patients with HCC and support their therapeutic targeting as a strategy to enhance ICI responses.

Indexed as

B7-H1 AntigenCarcinoma, HepatocellularCD8-Positive T-LymphocytesLiver NeoplasmsTumor-Associated MacrophagesAnimalsCell Line, TumorDisease Models, AnimalFemaleHepatitis A Virus Cellular Receptor 2HumansImmune Checkpoint InhibitorsLymphocytes, Tumor-InfiltratingMaleMiceT-Cell ExhaustionB7-H1 AntigenCD274 protein, humanHepatitis A Virus Cellular Receptor 2Immune Checkpoint InhibitorsCD8Hepatocellular carcinomaPD-L1Tumor-associated macrophagesTumor immune microenvironment

Identifiers

PMID41027276
PMCPMC12513114

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.