ArticleFrontiers in immunology2022
Development of a novel hypoxia-immune-related LncRNA risk signature for predicting the prognosis and immunotherapy response of colorectal cancer.
Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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20 citing papers in PubMed, 21 citations in OpenAlex.
- Reframing the paradigm: stereotactic body radiation therapy as an engineer of the tumor immune microenvironment.Frontiers in immunology · 2026Review
- Novel hypoxia-immune biomarkers predict response to neoadjuvant chemotherapy in patients with laryngo-hypopharyngeal cancer.European journal of medical research · 2025Article
- Regulation of carbonic anhydrase IX gene expression through the LncRNA TRPM2-AS is associated with tumor progression in colorectal tumors.Discover oncology · 2025Article
- Bioinformatics Analysis of coagulation-related genes in lung adenocarcinoma: unveiling prognostic indicators and treatment pathways.Scientific reports · 2025Article
- Construction of a cuproptosis-tricarboxylic acid cycle-associated lncRNA model to predict the prognosis of non-small cell lung cancer.Translational cancer research · 2024Article
- Tumor immune microenvironment of colorectal cancer identifies novel prognostic signature and potential therapeutic drugs.Cancer biomarkers : section A of Disease markers · 2024Article
- An Inflammation-Related lncRNA Signature for Prognostic Prediction in Colorectal Cancer.Cancer reports (Hoboken, N.J.) · 2024Article
- Article
- Effect of colorectal cancer stem cells on the development and metastasis of colorectal cancer.World journal of gastrointestinal oncology · 2024Review
- Consensus clustering and development of a risk signature based on trajectory differential genes of cancer-associated fibroblast subpopulations in colorectal cancer.Journal of cancer research and clinical oncology · 2024Article
- New evidence for a role of DANCR in cancers: a comprehensive review.Journal of translational medicine · 2024Review
- Methylation-driven mechanisms of allergic rhinitis during pollen and non-pollen seasons using integrated bioinformatics analysis.Frontiers in genetics · 2024Article
- Exploring Unique Extracellular Vesicles Associated Signatures: Prognostic Insights, Immune Microenvironment Dynamics, and Therapeutic Responses in Pancreatic Adenocarcinoma.Mediators of inflammation · 2024Article
- Chemokine- and chemokine receptor-based signature predicts immunotherapy response in female colorectal adenocarcinoma patients.Scientific reports · 2023Article
- Implications of single-cell immune landscape of tumor microenvironment for the colorectal cancer diagnostics and therapy.Medical oncology (Northwood, London, England) · 2023Review
- Dissecting the role of lactate metabolism LncRNAs in the progression and immune microenvironment of osteosarcoma.Translational oncology · 2023Article
- Long Non-Coding RNAs in Colorectal Cancer: Navigating the Intersections of Immunity, Intercellular Communication, and Therapeutic Potential.Biomedicines · 2023Review
- Identification and validation of a cellular senescence-related lncRNA signature for prognostic prediction in patients with multiple myeloma.Cell cycle (Georgetown, Tex.) · 2023Article
- Immune-related gene-based model predicts the survival of colorectal carcinoma and reflected various biological statuses.Frontiers in molecular biosciences · 2023Article
- Unlocking the predictive potential of long non-coding RNAs: a machine learning approach for precise cancer patient prognosis.Annals of medicine · 2023Review
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Authors and funding
12 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Colorectal cancer (CRC) is one of the most common digestive system tumors worldwide. Hypoxia and immunity are closely related in CRC; however, the role of hypoxia-immune-related lncRNAs in CRC prognosis is unknown. Methods: Data used in the current study were sourced from the Gene Expression Omnibus and The Cancer Genome Atlas (TCGA) databases. CRC patients were divided into low- and high-hypoxia groups using the single-sample gene set enrichment analysis (ssGSEA) algorithm and into low- and high-immune groups using the Estimation of STromal and Immune cells in MAlignant Tumours using Expression data (ESTIMATE) algorithm. Differentially expressed lncRNAs (DElncRNAs) between low- and high-hypoxia groups, low- and high-immune groups, and tumor and control samples were identified using the limma package. Hypoxia-immune-related lncRNAs were obtained by intersecting these DElncRNAs. A hypoxia-immune-related lncRNA risk signature was developed using univariate Cox regression and least absolute shrinkage and selection operator (LASSO) analyses. The tumor microenvironments in the low- and high-risk groups were evaluated using ssGSEA, ESTIMATE, and the expression of immune checkpoints. The therapeutic response in the two groups was assessed using TIDE, IPS, and IC50. A ceRNA network based on signature lncRNAs was constructed. Finally, we used RT-qPCR to verify the expression of hypoxia-immune-related lncRNA signatures in normal and cancer tissues. Results: Using differential expression analysis, and univariate Cox and LASSO regression analyses, ZNF667-AS1, LINC01354, LINC00996, DANCR, CECR7, and LINC01116 were selected to construct a hypoxia-immune-related lncRNA signature. The performance of the risk signature in predicting CRC prognosis was validated in internal and external datasets, as evidenced by receiver operating characteristic curves. In addition, we observed significant differences in the tumor microenvironment and immunotherapy response between low- and high-risk groups and constructed a CECR7-miRNA-mRNA regulatory network in CRC. Furthermore, RT-qPCR results confirmed that the expression patterns of the six lncRNA signatures were consistent with those in TCGA-CRC cohort. Conclusion: Our study identified six hypoxia-immune-related lncRNAs for predicting CRC survival and sensitivity to immunotherapy. These findings may enrich our understanding of CRC and help improve CRC treatment. However, large-scale long-term follow-up studies are required for verification.
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