Evidence map›Paper›PMID 42602267›Full record

ArticleFrontiers in immunology2026

Ferritin heavy chain 1 expression is correlated with plasma cell exhaustion and acts as a prognostic correlative marker in hepatocellular carcinoma.

Yingwei Pan, Xiangfei Meng, Weizheng Liu, Hangyu Zhang, Qiang Yu, Yinbiao Cao, Jie Zhao, Weidong Duan, Haowen Tang, Zhanyu Yang

Abstract read
In one paragraph

Article in Frontiers in immunology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited 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

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

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

10 authors.

Yingwei Pan *Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Xiangfei Meng *Faculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Weizheng Liu *School of Medicine, Nankai University, Tianjin, China.
Hangyu ZhangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Qiang YuFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Yinbiao CaoFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Jie ZhaoFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Weidong DuanFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Haowen TangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.
Zhanyu YangFaculty of Hepato-Pancreato-Biliary Surgery, Chinese People's Liberation Army (PLA) General Hospital, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Immunotherapy has emerged as a breakthrough in cancer treatment; however, the functional status of B lineage cells within the tumor microenvironment (TME) remains poorly characterized. Objective: This study systematically profiles the heterogeneity and dysfunctional exhausted state of plasma cells in the hepatocellular carcinoma (HCC) TME, and screens molecular signatures correlated with plasma cell exhaustion. Methods: B cell subtypes were identified from a single-cell RNA sequencing (scRNA-seq) dataset comprising 10 untreated patients with primary HCC. Gene expression profiling was performed using transcriptomic data from liver cancer tissues and paired paracancerous tissues. The abundance and distribution of exhausted plasma cells were quantified by immunohistochemistry and multiplex immunofluorescence staining. Furthermore, we analyzed the correlation between plasma cell-specific exhaustion markers and patient prognosis using the TCGA-LIHC cohort. Results: Conclusion: This study systematically profiles the molecular landscape of dysfunctional plasma cells within the HCC TME, confirms a correlation between

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularLiver NeoplasmsOxidoreductasesPlasma CellsFemaleFerritinsGene Expression Regulation, NeoplasticHumansImmune System ExhaustionLymphocytes, Tumor-InfiltratingMalePrognosisT-Cell ExhaustionTumor MicroenvironmentBiomarkers, TumorFerritinsFTH1 protein, humanOxidoreductaseseffector B cellsFTH1hepatocellular carcinomaplasma cell exhaustionsingle cell sequencing

Identifiers

PMID42602267
PMCPMC13473437

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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.