ArticleCancer immunology, immunotherapy : CII2022
Prediction of prognosis and immunotherapy response with a robust immune-related lncRNA pair signature in lung adenocarcinoma.
Article in Cancer immunology, immunotherapy : CII, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 32 citations in OpenAlex.
- Immune infiltration and drug treatment response of angiogenesis-related LncRNA in lung adenocarcinoma.Medicine · 2025Article
- Integrating bulk, single-cell, and spatial transcriptomics to identify and functionally validate novel targets to enhance immunotherapy in NSCLC.NPJ precision oncology · 2025Article
- Multi-Omics Analysis of Aberrances and Functional Implications of IRF5 in Digestive Tract Tumours.Journal of cellular and molecular medicine · 2025Article
- Construction and validation of a necroptosis-related lncRNA signature for predicting the prognosis of gastrointestinal cancer patients.Frontiers in immunology · 2025Article
- Characterization of an endoplasmic reticulum stress-associated lncRNA prognostic signature and the tumor-suppressive role of RP11-295G20.2 knockdown in lung adenocarcinoma.Scientific reports · 2024Article
- Molecular subtype construction and prognosis model for stomach adenocarcinoma characterized by metabolism-related genes.Heliyon · 2024Article
- m6A-methylated KCTD21-AS1 regulates macrophage phagocytosis through CD47 and cell autophagy through TIPR.Communications biology · 2024Article
- Screening prognostic markers for hepatocellular carcinoma based on pyroptosis-related lncRNA pairs.BMC bioinformatics · 2023Article
- LINC00669 promotes lung adenocarcinoma growth by stimulating the Wnt/β-catenin signaling pathway.Cancer medicine · 2023Article
- A novel machine learning model based on ubiquitin-related gene pairs and clinical features to predict prognosis and treatment effect in colon adenocarcinoma.European journal of medical research · 2023Article
- Improvement of ACK1-targeted therapy efficacy in lung adenocarcinoma using chloroquine or bafilomycin A1.Molecular medicine (Cambridge, Mass.) · 2023Article
- Unlocking the predictive potential of long non-coding RNAs: a machine learning approach for precise cancer patient prognosis.Annals of medicine · 2023Review
- Identification and Application of a Novel Immune-Related lncRNA Signature on the Prognosis and Immunotherapy for Lung Adenocarcinoma.Diagnostics (Basel, Switzerland) · 2022Article
- Combination of Immune-Related Network and Molecular Typing Analysis Defines a Three-Gene Signature for Predicting Prognosis of Triple-Negative Breast Cancer.Biomolecules · 2022Article
- A novel immune-related lncRNA pair signature for prognostic prediction and immune response evaluation in gastric cancer: a bioinformatics and biological validation study.Cancer cell international · 2022Article
- Identification of Novel Subtypes in Lung Adenocarcinoma: Evidence from Gene Set Variation Analysis in Tumor and Adjacent Nontumor Samples.Disease markers · 2022Article
- Increased expression of the RNA-binding protein Musashi-2 is associated with immune infiltration and predicts better outcomes in ccRCC patients.Frontiers in oncology · 2022Article
- Construction of a redox-related gene signature for overall survival prediction and immune infiltration in non-small-cell lung cancer.Frontiers in molecular biosciences · 2022Article
- Immune-Related Long Non-coding RNA Constructs a Prognostic Signature of Ovarian Cancer.Biological procedures online · 2021Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
The tumor immune microenvironment plays essential roles in regulating inflammation, angiogenesis, immune modulation, and sensitivity to therapies. Here, we developed a powerful prognostic signature with immune-related lncRNAs (irlncRNAs) in lung adenocarcinoma (LUAD). We obtained differentially expressed irlncRNAs by intersecting the transcriptome dataset for The Cancer Genome Atlas (TCGA)-LUAD cohort and the ImmLnc database. A rank-based algorithm was applied to select top-ranking altered irlncRNA pairs for the model construction. We built a prognostic signature of 33 irlncRNA pairs comprising 40 unique irlncRNAs in the TCGA-LUAD cohort (training set). The immune signature significantly dichotomized LUAD patients into high- and low-risk groups regarding overall survival, which is likewise independently predictive of prognosis (hazard ratio = 3.580, 95% confidence interval = 2.451-5.229, P < 0.001). A nomogram with a C-index of 0.79 demonstrates the superior prognostic accuracy of the signature. The prognostic accuracy of the signature of 33 irlncRNA pairs was validated using the GSE31210 dataset (validation set) from the Gene Expression Omnibus database. Immune cell infiltration was calculated using ESTIMATE, CIBERSORT, and MCP-count methodologies. The low-risk group exhibited high immune cell infiltration, high mutation burden, high expression of CTLA4 and human leukocyte antigen genes, and low expression of mismatch repair genes, which predicted response to immunotherapy. Interestingly, pRRophetic analysis demonstrated that the high-risk group possessed reverse characteristics was sensitive to chemotherapy. The established immune signature shows marked clinical and translational potential for predicting prognosis, tumor immunogenicity, and therapeutic response in LUAD.
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