Integrative multi-omics profiling identifies a lactylation-associated, metabolically active, and immunosuppressive subtype of colon adenocarcinoma.

IF 1.9 Q3 ONCOLOGY
Molecular and Cellular Oncology Pub Date : 2026-07-14 eCollection Date: 2026-01-01 DOI:10.1080/23723556.2026.2679787
Minghui Lin, Xiaolan Huang, Zhiyuan Xia, Haining Chen, Yefu Shen, Xihua Xie, Hao Shu, Sen Zhang
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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.

综合多组学分析鉴定了一种与乳酸酰化相关、代谢活跃和免疫抑制的结肠癌亚型。
背景:组蛋白乳酸化是一种由乳酸衍生的翻译后修饰,在代谢活性和基因调控之间起着桥梁作用。然而,其在结肠腺癌(COAD)中的分子机制和临床意义尚不清楚。方法:我们对TCGA和GTEx数据集进行多组学分析,通过差异表达、富集、突变谱和免疫反褶积来表征乳酸化相关基因。随后的预后建模、转录网络构建和药物敏感性预测评估了它们的生物学和临床相关性。结果:我们鉴定了133个乳酸化相关基因,并构建了一个8基因预后特征(CCNA2、CALD1、CSRP2、MSN、RPS23、PSME3IP1、VIM和SRRM2)。高分肿瘤表现出较差的总生存率,糖酵解、细胞周期和上皮-间质转化途径丰富,TP53和KRAS突变增加。单细胞和蛋白水平分析将关键基因定位于内皮细胞和巨噬细胞室。单细胞和蛋白水平分析将关键基因主要定位于内皮细胞和巨噬细胞室。此外,高评分肿瘤表现为细胞毒性T细胞和nk细胞浸润减少,M0/M2巨噬细胞增加,TIDE评分升高,免疫表型评分降低,表明免疫受到严重抑制。他们也表现出更高的干性和对5-氟尿嘧啶、奥沙利铂和索拉非尼的敏感性降低。结论:乳酸酰化相关转录程序描述了一种代谢活跃、免疫抑制的COAD亚型,其特征是不良预后和治疗耐药性。这种基于乳酸酰化的评分是临床相关的生物标志物,也是代谢-表观遗传和免疫治疗联合干预的有希望的靶标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Molecular and Cellular Oncology
Molecular and Cellular Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
3.20
自引率
0.00%
发文量
18
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.
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