Research Article

Expression, Clinical Significance, and Role in Immunotherapy Efficacy Evaluation of the Co-stimulatory Molecule LLT1 in Gastric Cancer

DOI:

10.3791/68827

October 10th, 2025

In This Article

Summary

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This research investigates LLT1 as a predictive immunotherapy biomarker in gastric cancer through multi-omics and clinical analyses. The study evaluates LLT1's role in immune evasion and tumor microenvironment modulation to facilitate precision immunotherapy approaches for enhanced treatment outcomes.

Abstract

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LLT1 is a novel immune checkpoint molecule and potential therapeutic target. Immunotherapy has improved outcomes in advanced gastric cancer; however, many patients do not respond or develop resistance, and predictive biomarkers are lacking. The role of LLT1 in gastric cancer immune evasion and its effect on immunotherapy response remain unclear. To assess this, LLT1 expression was analyzed in the Cancer Genome Atlas (TCGA) gastric adenocarcinoma dataset using multiple algorithms (TIMER, CIBERSORT, and ESTIMATE) to quantify immune cell infiltration. Protein expression was validated by immunohistochemistry (IHC) in 268 gastric adenocarcinoma samples and by multiplex immunofluorescence (MIF) in 115 post-immunotherapy tissues. Integrated transcriptomic and proteomic data were analyzed for associations with tumor microenvironment features and clinical immunotherapy outcomes. The results showed that high LLT1 protein expression was significantly associated with less advanced tumor characteristics (lower invasion depth and nodal metastasis; P < 0.05) and longer overall survival (P = 0.012). LLT1 mRNA and protein levels correlated with greater CD8+ T-cell and M1 macrophage infiltration and elevated PD-L1 expression in the tumor microenvironment. Among the first cohort of 198 patients with available prognostic data, patients with high LLT1 expression (n=117) demonstrated significantly longer overall survival compared to those with low expression (n=81). In the second cohort of patients treated with combined immunotherapy and chemotherapy, tumors with high LLT1 expression (n=48) had longer progression-free survival (P = 0.014) than those with low LLT1 expression (n=67). A significant increase (P < 0.05) in PD-1+CD161+ immune cell populations was observed in Immunotherapy-effective patients (n=62) relative to treatment-resistant patients (n=53). Conclusively, LLT1 expression is a promising biomarker of a favorable prognosis in gastric cancer. To our knowledge, this is the first study to demonstrate that LLT1 expression predicts improved response to combined chemotherapy and immunotherapy in gastric cancer, supporting its potential in guiding immunotherapeutic strategies.

Introduction

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Gastroesophageal cancer, particularly gastric cancer (GC), holds the distinction of being the 5th most common form of cancer worldwide and the 5th most deadly. Global statistics reveal that roughly 1 million new cases are identified each year, with East Asia shouldering a disproportionate share of the disease, contributing to more than half of the global incidence1. For those diagnosed with early-stage GC, the prospect of survival is significantly favorable, with over 90% achieving 5-year survival rates following endoscopic submucosal dissection (ESD) or radical surgical intervention2. However, the ....

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Protocol

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The research involving human subjects was reviewed and approved by the Ethics Committee of the First Affiliated Hospital of Soochow University (Approval No. 2019026). The ethical review board of the First Affiliated Hospital of Soochow University has approved or granted an exemption for the ethical review of this data usage. Additionally, informed consent was obtained from all participants.

Bioinformatics data analysis
After a thorough Pan-cancer expression analysis examination of the TCGA and Tumor IMmune Estimation Resource (TIMER) databases, the behavior of LLT1 was investigated across various cancer types, with a ....

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Results

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Association between CLEC2D mRNA expression and gastric cancer subclassification/clinical parameters
An initial comprehensive cancer examination utilizing the TCGA dataset, facilitated by the TIMER database, revealed a notable elevation in CLEC2D transcript levels across various cancerous tissues, as depicted in Figure 1A. This observation implies that CLEC2D may serve as a general oncogenic factor implicated in.......

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Discussion

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Our study showed higher CLEC2D mRNA expression in tumor tissues than in normal tissues. Immunohistochemical results of gastric cancer revealed that high LLT1 protein expression in tumor tissues was associated with better prognosis and positively correlated with immune cell infiltration in the tumor microenvironment. Analysis of tissues from gastric cancer patients receiving immunotherapy indicated that high LLT1 expression predicts better immunotherapeutic response. Our research explored the expression and clini.......

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Disclosures

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No potential conflict of interest is reported by the authors.

Acknowledgements

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Grateful acknowledgment is extended to the TCGA database for providing data support. This study was supported by the National Natural Science Foundation of China (Grant No. 81974375) and Grants of Suzhou Science and Technology Development Plan (SKY2022129). The study adheres to ARRIVE guidelines.

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Materials

List of materials used in this article
NameCompanyCatalog NumberComments
5% BSA Blocking BufferBeijing Solarbio Science & Technology Co., Ltd.,ChinaSW3015
anti-CD11c ZSGB-BIO,China5D11
Anti-CD161Abcam,Cambridge, UKab302564
anti-CD19  ZSGB-BIO,ChinaEPl69
anti-CD3 ZSGB-BIO,ChinaLNl0
anti-CD31ZSGB-BIO,China UMAB30
anti-CD4ZSGB-BIO,ChinaUMAB64
anti-CD56 ZSGB-BIO,ChinaUMAB83
anti-CD68 ZSGB-BIO,ChinaKP1
anti-CD8ZSGB-BIO,ChinaEP334
Anti-CLEC2DAbcam,Cambridge, UKab197341
anti-Foxp3R&D Systems, USA1054C
anti-IFN-γ Santa Cruz Biotechnologysc-74108
anti-IL-17R&D Systems, USA MAB317 
anti-Ki67 ZSGB-BIO,China8H5
Anti-pan Cytokeratin Abcam,Cambridge, UKab7753
Anti-PD-1Abcam,Cambridge, UKab137132
Anti-PD-L1DAKO,Denmark22C3
automated tissue array equipmentEstigen OU, Tartu, EstoniaBeecher ATA 27This instrument is primarily used for the construction of tissue microarrays.
Citrate Antigen Retrieval SolutionAladdin Biochemical Technology Co., Ltd , ChinaC752119
DAB chromogen kit AiFang Biological,ChinaAFIHC004
Digital pathology scannerNingbo Jiangfeng Bio-Information Technology Co., Ltd,ChinaKF-FL-020This instrument is primarily used for scanning immunohistochemistry and multiplex immunohistochemistry chips.
GraphPad Prism 10GraphPad Software,USAv10.0.3This software is for Plotting Kaplan-Meier curves (with log-rank statistical analysis),Scientific data visualization, and Figure Preparation.
PBSAladdin Biochemical Technology Co., Ltd , ChinaP743267
peroxidase blocking solutionAiFang Biological,ChinaAFIHC012
Polymer-HRP conjugated goat anti-mouse/rabbit secondary antibodyAiFang Biological,ChinaAFIHC001
Six-color seven-marker multiplex immunofluorescence staining kitAiFang Biological,ChinaAFIHC037This reagent kit is designed for multiplex immunohistochemistry (mIHC)
SPSSIBM Corporation,USAIBM SPSS Statistics 27The software was utilized for statistical analysis of the data.
The R ProjectR Core TeamV4.4.1All R packages, related code, and original files have been uploaded to the public database.
VISIOPHARM softwareVisiopharm,Denmark2025.02.2.18022 x64This software is primarily designed for the quantitative analysis of pathological images.

References

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  1. Bray, F., et al. Global cancer statistics 2022: Globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 74 (3), 229-263 (2024).
  2. Suzuki, H., et al.

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Tags

LLT1 ExpressionGastric CancerImmune CheckpointImmunotherapy EfficacyTumor MicroenvironmentImmune Cell InfiltrationPD L1 ExpressionCD8 T CellsImmunohistochemistryMultiplex Immunofluorescence

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