ArticleHeliyon2024
A pan-cancer multi-omics analysis of lactylation genes associated with tumor microenvironment and cancer development.
Article in Heliyon, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed.
- Machine learning-based integration identifies lactylation biomarkers for prognosis prediction and tumor microenvironment modulation in bladder cancer.Translational andrology and urology · 2026Article
- Lactate and lactylation: metabolic architects of tumor progression and metastasis.Cellular oncology (Dordrecht, Netherlands) · 2026Review
- Lactate-lactylation in tumor angiogenesis and progression: mechanisms, biomarker potential, and therapeutic implications.Biomarker research · 2026Review
- Non-histone lactylation in cancer: current advances and clinical implications.Frontiers in immunology · 2026Review
- The lactylation axis: bridging metabolic reprogramming and immunosuppression in the tumor microenvironment.Frontiers in immunology · 2026Review
- Integrative machine learning identifies lactylation-related gene signature prognostic for chemotherapeutic efficacy in colorectal carcinoma.Discover oncology · 2025Article
- Impact of lactylation on the pathogenesis of cancer and its clinical application potential (Review).Molecular medicine reports · 2025Review
- Deciphering lactate/lactylation networks in AML: integrated scRNA-seq and transcriptomics reveal functions and prognostic model.BMC cancer · 2025Article
- Research advances of lactylation modification in breast cancer.Discover oncology · 2025Review
- Lactylation: the regulatory code of cellular life activity and a barometer of diseases.Cellular oncology (Dordrecht, Netherlands) · 2025Review
- Lactate and lactylation in breast cancer: current understanding and therapeutic opportunities.Cancer biology & medicine · 2025Review
- Protein lactylation and immunotherapy in gliomas: A novel regulatory axis in tumor metabolism (Review).International journal of oncology · 2025Review
- The lactylation-immune regulatory axis: a potential therapeutic target for migraine prevention and treatment.The journal of headache and pain · 2025Article
- Lactylation modification in cancer: mechanisms, functions, and therapeutic strategies.Experimental hematology & oncology · 2025Review
- The role of lactylation in tumor growth and cancer progression.Frontiers in oncology · 2025Review
- Establishment of a Lactylation-Related Gene Signature for Hepatocellular Carcinoma Applying Bulk and Single-Cell RNA Sequencing Analysis.International journal of genomics · 2025Article
- Exploring lactylation and cancer biology: insights from pathogenesis to clinical applications.Frontiers in cell and developmental biology · 2025Review
- Lactylation in tumor: mechanisms and therapeutic potentials.Frontiers in immunology · 2025Review
- Lactylation in Tumor Immune Escape and Immunotherapy: Multifaceted Functions and Therapeutic Strategies.Research (Washington, D.C.) · 2025Review
- Lactylation and antitumor immunity.Frontiers in immunology · 2025Review
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Lactylation is a significant post-translational modification bridging the gap between cancer epigenetics and metabolic reprogramming. However, the association between lactylation and prognosis, tumor microenvironment (TME), and response to drug therapy in various cancers remains unclear. Methods: First, the expression, prognostic value, and genetic and epigenetic alterations of lactylation genes were systematically explored in a pan-cancer manner. Lactylation scores were derived for each tumor using the single-sample gene set enrichment analysis (ssGSEA) algorithm. The correlation of lactylation scores with clinical features, prognosis, and TME was assessed by integrating multiple computational methods. In addition, GSE135222 data was used to assess the efficacy of lactylation scores in predicting immunotherapy outcomes. The expression of lactylation genes in breast cancers and gliomas were verified by RNA-sequencing. Results: Lactylation genes were significantly upregulated in most cancer types. CREBBP and EP300 exhibited high mutation rates in pan-cancer analysis. The prognostic impact of the lactylation score varied by tumor type, and lactylation score was a protective factor for KIRC, ACC, READ, LGG, and UVM, and a risk factor for CHOL, DLBC, LAML, and OV. In addition, a high lactylation score was associated with cold TME. The infiltration levels of CD8 Conclusion: Lactylation genes are involved in malignancy formation. Lactylation score serves as a promising biomarker for predicting patient prognosis and immunotherapy efficacy.
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