{"title":"Integrative multi-omics profiling identifies a lactylation-associated, metabolically active, and immunosuppressive subtype of colon adenocarcinoma.","authors":"Minghui Lin, Xiaolan Huang, Zhiyuan Xia, Haining Chen, Yefu Shen, Xihua Xie, Hao Shu, Sen Zhang","doi":"10.1080/23723556.2026.2679787","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Histone lactylation, a lactate-derived post-translational modification, bridges metabolic activity and gene regulation. However, its molecular mechanisms and clinical significance in colon adenocarcinoma (COAD) remain poorly characterized.</p><p><strong>Methods: </strong>We conducted multi-omics analyses on TCGA and GTEx datasets, characterizing lactylation-associated genes via differential expression, enrichment, mutation profiling, and immune deconvolution. Subsequent prognostic modeling, transcriptional network construction, and drug sensitivity predictions assessed their biological and clinical relevance.</p><p><strong>Results: </strong>We identified 133 lactylation-associated genes and constructed an eight-gene prognostic signature (<i>CCNA2, CALD1, CSRP2, MSN, RPS23, PSME3IP1, VIM, and SRRM2</i>). High-score tumors exhibited poorer overall survival, enriched glycolytic, cell-cycle, and epithelial-mesenchymal transition pathways, and increased <i>TP53</i> and <i>KRAS</i> mutations. Single-cell and protein-level analyses localized key genes to endothelial and macrophage compartments. Single-cell and protein-level analyses localized key genes primarily to endothelial and macrophage compartments. Furthermore, high-score tumors displayed reduced cytotoxic T- and NK-cell infiltration, increased M0/M2 macrophages, elevated TIDE scores, and lower immunophenoscores, indicating profound immune suppression. They also demonstrated higher stemness and reduced sensitivity to 5-fluorouracil, oxaliplatin, and sorafenib.</p><p><strong>Conclusions: </strong>Lactylation-associated transcriptional programs delineate a metabolically active, immunosuppressed COAD subtype characterized by adverse prognoses and therapeutic resistance. This lactylation-based score serves as a clinically relevant biomarker and a promising target for combined metabolic-epigenetic and immunotherapeutic interventions.</p>","PeriodicalId":37292,"journal":{"name":"Molecular and Cellular Oncology","volume":"13 1","pages":"2679787"},"PeriodicalIF":1.9000,"publicationDate":"2026-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13371477/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular and Cellular Oncology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/23723556.2026.2679787","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ONCOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Histone lactylation, a lactate-derived post-translational modification, bridges metabolic activity and gene regulation. However, its molecular mechanisms and clinical significance in colon adenocarcinoma (COAD) remain poorly characterized.
Methods: We conducted multi-omics analyses on TCGA and GTEx datasets, characterizing lactylation-associated genes via differential expression, enrichment, mutation profiling, and immune deconvolution. Subsequent prognostic modeling, transcriptional network construction, and drug sensitivity predictions assessed their biological and clinical relevance.
Results: We identified 133 lactylation-associated genes and constructed an eight-gene prognostic signature (CCNA2, CALD1, CSRP2, MSN, RPS23, PSME3IP1, VIM, and SRRM2). High-score tumors exhibited poorer overall survival, enriched glycolytic, cell-cycle, and epithelial-mesenchymal transition pathways, and increased TP53 and KRAS mutations. Single-cell and protein-level analyses localized key genes to endothelial and macrophage compartments. Single-cell and protein-level analyses localized key genes primarily to endothelial and macrophage compartments. Furthermore, high-score tumors displayed reduced cytotoxic T- and NK-cell infiltration, increased M0/M2 macrophages, elevated TIDE scores, and lower immunophenoscores, indicating profound immune suppression. They also demonstrated higher stemness and reduced sensitivity to 5-fluorouracil, oxaliplatin, and sorafenib.
Conclusions: Lactylation-associated transcriptional programs delineate a metabolically active, immunosuppressed COAD subtype characterized by adverse prognoses and therapeutic resistance. This lactylation-based score serves as a clinically relevant biomarker and a promising target for combined metabolic-epigenetic and immunotherapeutic interventions.
期刊介绍:
For a long time, solid neoplasms have been viewed as relatively homogeneous entities composed for the most part of malignant cells. It is now clear that tumors are highly heterogeneous structures that evolve in the context of intimate interactions between cancer cells and endothelial, stromal as well as immune cells. During the past few years, experimental and clinical oncologists have witnessed several conceptual transitions of this type. Molecular and Cellular Oncology (MCO) emerges within this conceptual framework as a high-profile forum for the publication of fundamental, translational and clinical research on cancer. The scope of MCO is broad. Submissions dealing with all aspects of oncogenesis, tumor progression and response to therapy will be welcome, irrespective of whether they focus on solid or hematological neoplasms. MCO has gathered leading scientists with expertise in multiple areas of cancer research and other fields of investigation to constitute a large, interdisciplinary, Editorial Board that will ensure the quality of articles accepted for publication. MCO will publish Original Research Articles, Brief Reports, Reviews, Short Reviews, Commentaries, Author Views (auto-commentaries) and Meeting Reports dealing with all aspects of cancer research.