Department of Gastroenterology, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China.
Molecular Imaging Center, the Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, China.
Lipids Health Dis. 2023 Jul 4;22(1):92. doi: 10.1186/s12944-023-01866-4.
Lipid metabolism-related genes (LMRGs) have been reported to be correlated with the immune infiltration of colorectal cancer (CRC). This study aimed to investigate the immune infiltration characteristics along the colorectal adenoma-carcinoma sequence (ACS) based on LMRGs.
Gene expression data of colorectal adenoma and carcinoma samples were obtained from the public databases. The "limma" package was applied to determine the differentially expressed LMRGs. Unsupervised consensus clustering was used to cluster colorectal samples. The features of the tumor microenvironment were analyzed by the "ESTIMATE", "GSVA", and "TIDE" algorithms.
The expression of 149 differentially expressed LMRGs was defined as the LMRG signature. Based on this signature, the adenoma and carcinoma samples were divided into three clusters. Unexpectedly, these sequential clusters showed a directional relationship and collectively constituted the progressive course of colorectal ACS. Interestingly, the LMRG signature revealed that adenoma progression was accompanied by a progressive loss of immune infiltration and a stepwise establishment of a cold microenvironment, but carcinoma progression was characterized by a progressive gain of immune infiltration and a gradual establishment of a hot microenvironment.
The LMRG signature reveals dynamic immune infiltration along the colorectal ACS, which substantially changes the understanding of the tumor microenvironment of CRC carcinogenesis and provides novel insight into the role of lipid metabolism in this process.
脂质代谢相关基因(LMRGs)已被报道与结直肠癌(CRC)的免疫浸润有关。本研究旨在基于 LMRGs 研究结直肠腺瘤-癌序列(ACS)中免疫浸润的特征。
从公共数据库中获取结直肠腺瘤和癌样本的基因表达数据。应用“limma”包确定差异表达的 LMRGs。采用无监督共识聚类对结直肠样本进行聚类。通过“ESTIMATE”、“GSVA”和“TIDE”算法分析肿瘤微环境的特征。
将 149 个差异表达的 LMRGs 的表达定义为 LMRG 特征。基于该特征,将腺瘤和癌样本分为三个簇。出乎意料的是,这些连续的簇显示出一个定向关系,并共同构成了结直肠 ACS 的进展过程。有趣的是,LMRG 特征表明腺瘤的进展伴随着免疫浸润的逐渐丧失和冷微环境的逐步建立,而癌的进展则表现为免疫浸润的逐渐增加和热微环境的逐步建立。
LMRG 特征揭示了结直肠 ACS 中动态的免疫浸润,这极大地改变了人们对 CRC 癌变肿瘤微环境的理解,并为脂质代谢在这一过程中的作用提供了新的见解。