Immunogenic cell death-related gene markers mediating immune infiltration and poor prognosis in lung adenocarcinoma

ZHAO Wei-jun, HU Xi-lin, ZHANG Wei, HU Wen-tao

Acta Anatomica Sinica ›› 2026, Vol. 57 ›› Issue (2) : 202-217.

PDF(2761 KB)
Welcome to visit Acta Anatomica Sinica! Today is Chinese
PDF(2761 KB)
Acta Anatomica Sinica ›› 2026, Vol. 57 ›› Issue (2) : 202-217. DOI: 10.16098/j.issn.0529-1356.2026.02.008
Cancer Biology

Immunogenic cell death-related gene markers mediating immune infiltration and poor prognosis in lung adenocarcinoma

  • ZHAO Wei-jun*, HU Xi-lin, ZHANG Wei, HU Wen-tao
Author information +
History +

Abstract

Objective  To investigate the immunogenic cell death-related gene markers mediating immune infiltration and poor prognosis in lung adenocarcinoma. Methods  Based on The Cancer Genome Atlas (TCGA) and Gene Expression Omnibus (GEO) databases, we analysed the expression profile of immunogenic cell death (ICD) genes in lung adenocarcinoma (LUAD), screened for the set of differentially expressed ICD-related genes (ICD-RGs) by weighted gene co-expression network analysis (WGCNA), established the LASSO-Cox prognostic model and carried out the functional and drug sensitivity analysis; in vitro validation of the inhibitory effect of BI-2536 on the proliferation and migration of LUAD cells, and verification of the expression of ICD-RGs by Western blotting of three clinical samples. Results  Differential genes of ICD-related subtypes were mainly enriched in aminoacyl-transfer RNA(tRNA) biosynthesis, citric acid cycle, base excision repair, oxidative phosphorylation, protein export, spliceosome, antigen processing and presentation, B-cell receptor signaling pathway, chemokine signaling pathway, cytokine-cytokine receptor interactions, natural killer cell-mediated cytotoxicity, and T-cell receptor signaling pathway, |NES|>1, P<0.05; ICD-RGs were significantly associated with both prognosis and immune microenvironment in LUAD patients (all P<0.05); BI-2536 had an inhibitory effect on the proliferation, invasion, and migration of both A549 and H1650 cells, P<0.05; Nomograms developed through the network calculator had a better predictive mechanism, and both receiver operating characteristic(ROC) and decision curve analysis(DCA) over time showed that nomograms were better predictors of prognosis; ICD-RGs showed differential expression in LUAD tissues and normal tissues in Human Protein Atlas(HPA) and Western blotting. Conclusion  ICD-RGs are significantly associated with immunity and prognosis of LUAD, and BI-2536 can be used as a clinical drug to inhibit the growth migration and invasion of LUAD cells, mediate the ICD-RGs pathway and biofunctional activity. In addition, the newly developed nomogram provides a more convenient and accurate method to predict the overall survival of LUAD patients.

Key words

Lung adenocarcinoma
/ Immunogenic cell death / Immune infiltration / Poor prognosis / Immunohisto-chemistry / Western blotting / Human

Cite this article

Download Citations
ZHAO Wei-jun, HU Xi-lin, ZHANG Wei, HU Wen-tao.
Immunogenic cell death-related gene markers mediating immune infiltration and poor prognosis in lung adenocarcinoma
[J]. Acta Anatomica Sinica. 2026, 57(2): 202-217 https://doi.org/10.16098/j.issn.0529-1356.2026.02.008

References

[1]Kroemer G, Galassi C, Zitvogel L, et al. Immunogenic cell stress and death[J]. Nat Immunol, 2022, 23(4):487-500.
[2]Galluzzi L, Vitale I, Warren S, et al. Consensus guidelines for the definition, detection and interpretation of immunogenic cell death[J]. J Immunother Cancer, 2020, 8(1):e000337.
[3]Yadollahvandmiandoab R, Jalalizadeh M, Buosi K, et al. Immunogenic cell death role in urothelial cancer therapy[J]. Curr Oncol, 2022, 29(9):6700-6713.
[4]Li Z, Lai X, Fu S,et al. Immunogenic cell death activates the tumor immune microenvironment to boost the immunotherapy efficiency[J]. Adv Sci (Weinh), 2022, 9(22):e2201734.
[5]Galluzzi L, Guilbaud E, Schmidt D, et al. Targeting immunogenic cell stress and death for cancer therapy[J]. Nat Rev Drug Discov, 2024, 23(6):445-460.
[6]Meier P, Legrand AJ, Adam D, et al. Immunogenic cell death in cancer: targeting necroptosis to induce antitumour immunity[J]. Nat Rev Cancer, 2024, 24(5):299-315.
[7]Ye W, Gunti S, Allen CT, et al. ASTX660, an antagonist of cIAP1/2 and XIAP, increases antigen processing machinery and can enhance radiation-induced immunogenic cell death in preclinical models of head and neck cancer[J].Oncoimmunology, 2020, 9(1):1710398.
[8]Kuleshov MV, Jones MR, Rouillard AD, et al. Enrichr: a comprehensive gene set enrichment analysis web server 2016 update[J].Nucleic Acids Res, 2016, 44(W1):W90-97.
[9]Tang H, Liu J, Huang J. GMFG (glia maturation factor gamma) inhibits lung cancer growth by activating p53 signaling pathway[J]. Bioengineered, 2022, 13(4):9284-9293.
[10]Mei J, Jiang G, Chen Y, et al. HLA class II molecule HLA-DRA identifies immuno-hot tumors and predicts the therapeutic response to anti-PD-1 immunotherapy in NSCLC[J].BMC Cancer, 2022, 22(1):738.
[11]Matoba K, Iizuka N, Gondo T, et al.Tumor HLA-DR expression linked to early intrahepatic recurrence of hepatocellular carcinoma[J].Int J Cancer, 2005, 115(2):231-240.
[12]Mao X, Tong J. ARHGAP30 suppressed lung cancer cell proliferation, migration, and invasion through inhibition of the Wnt/β-catenin signaling pathway[J].Onco Targets Ther,2018, 11:7447-7457.
[13]Liang J, Lu F, Li B, et al. IRF8 induces senescence of lung cancer cells to exert its tumor suppressive function[J]. Cell Cycle, 2019, 18(23):3300-3312.
[14]Ye L, Xiang T, Zhu J, et al. Interferon consensus sequence-binding protein 8, a tumor suppressor, suppresses tumor growth and invasion of non-small cell lung cancer by interacting with the Wnt/β-Catenin pathway[J].Cell Physiol Biochem, 2018, 51(2):961-978.
[15]Li B, Huang Z, Wang Y, et al. Causal relationships between immune cell phenotypes and lung adenocarcinoma: a bidirectional two-sample Mendelian randomization study[J]. Thorac Cancer, 2024, 15(21):1673-1680.
[16]Chen Y, Han X, Huang X,et al. Circular RNA-mediated ceRNA network was identified in human lung adenocarcinoma by high-throughput sequencing[J]. Thorac Cancer, 2023, 14(16):1430-1439.
[17]Chen F,Teng ZhH,Fang T,et al.Effects of mircoRNA-874-3p on biological behavior of lung adenocarcinoma cells through targeted regulation of plakophilin 3 and its mechanism[J].Acta Anatomica Sinica,2025,56(2):188-201. (in Chinese)
陈帆,滕召虎,房涛,等.微小RNA-874-3p通过靶向调控斑菲素蛋白3影响肺腺癌细胞生物学行为及机制[J].解剖学报,2025,56(2):188-201.
[18]Miao L, Wu D, Zhao H, et al. TIMM17A overexpression in lung adenocarcinoma and its association with prognosis[J]. Sci Rep, 2024, 14(1):8840.
[19]Chen Y, Zhou Y, Ren R, et al. Harnessing lipid metabolism modulation for improved immunotherapy outcomes in lung adenocarcinoma[J]. J Immunother Cancer, 2024, 12(7):e008811.
[20]Barlesi F, Mazieres J, Merlio JP, et al. Routine molecular profiling of patients with advanced non-small-cell lung cancer: results of a 1-year nationwide programme of the french cooperative thoracic intergroup (IFCT)[J]. Lancet, 2016, 387(10026):1415-1426.
[21]Walsh CJ, Batt J, Herridge MS, et al. Comprehensive multi-cohort transcriptional meta-analysis of muscle diseases identifies a signature of disease severity[J].Sci Rep, 2022, 12(1):11260.
[22]Gomez-Carballa A, Barral-Arca R, Cebey-Lopez M,et al. Identification of a minimal 3-transcript signature to differentiate viral from bacterial infection from best genome-wide host RNA biomarkers: a Multi-Cohort Analysis[J].Int J Mol Sci, 2021, 22(6):3148.
[23]Diao X, Guo C, Li S. Identification of a novel anoikis-related gene signature to predict prognosis and tumor microenvironment in lung adenocarcinoma[J].Thorac Cancer, 2023, 14(3):320-330.
[24]Guo QK, Yang HS, Shan SC, et al A radiomics nomogram prediction for survival of patients with “driver gene-negative” lung adenocarcinomas (LUAD)[J].Radiol Med, 2023, 128(6):714-725.
[25]Sun X, Meng F, Nong M, et al. Single-cell dissection reveals the role of aggrephagy patterns in tumor microenvironment components aiding predicting prognosis and immunotherapy on lung adenocarcinoma[J]. Aging (Albany NY). 2023, 15(23):14333-14371.
[26]Wu X, Zhao X, Zhou C, et al. Prognostic and onco-immunological value of immune-related eRNAs-driven genes in lung adenocarcinoma[J]. J Cancer Res Clin Oncol, 2024, 50(4):188.
Immunogenic cell death-related gene markers mediating immune infiltration and poor prognosis in lung adenocarcinoma
" title="Share on Weibo" target="_blank">
PDF(2761 KB)

Accesses

Citation

Detail

Sections
Recommended

/