Kato Yasumasa, Mawatari Kotori
Department of Oral Function and Molecular Biology, Ohu University School of Dentistry, Koriyama, Japan.
Front Oncol. 2024 Sep 20;14:1380679. doi: 10.3389/fonc.2024.1380679. eCollection 2024.
The extracellular pH (pH ) is known to be acidic. We investigated the effect of mild (pH 6.8) and severe (pH 5.9) acidosis on gene expression in mouse B16-BL6 melanoma cells using cDNA microarray analysis and compared them with the acidic pH dependence of human tumors.
B16-BL6 cells were treated with pH 7.4 (control), pH 6.8, and pH 5.9. The mRNA expression was analyzed by using the cDNA microarray. Heat map, volcano plot, and gene ontology enrichment analysis were performed. The data were compared with the gene signatures of published data GSE52031 and GSE8401 and compared with the pathological staging by GEPIA2, and the prognostic signature of proteins was searched by the Human Protein Atlas database. If the acidic pH -induced and -reduced genes were correlated with shortened and prolonged survival times, respectively, and also correlated with pathological staging, we defined it as "hit" and counted the sum of hit points of eight types of tumors such as breast, colorectal, prostate, gastric, liver, prostate, lung, and head and neck and melanoma.
Gene expression was differentially and commonly regulated by both pH s. The number of genes upregulated fourfold or more at pH 6.8 and 5.9 only for 25 and 131 genes, respectively, and 85 genes were common. The number of genes downregulated fourfold or less at pH 6.8 and 5.9 only for 63 and 82 genes, respectively, and 118 genes were common. Compared with human mRNA expression data (GSE8401), there is no correlation with the overall pattern of the signature. In seven types of cancer (breast, colorectal, gastric, liver, prostate, lung, and head and neck) and melanoma, the relationship between acidic pH -modulated gene expression and overall survival was evaluated. As a result, acidic pH dependency contributing to prognosis was higher in colorectal, lung, and head and neck cancers and lower in prostate cancer.
Tumor classification based on response to extracellular acidic pH will provide new insights into chemotherapy strategy for patients with tumors.
已知细胞外pH(pH )呈酸性。我们使用cDNA微阵列分析研究了轻度(pH 6.8)和重度(pH 5.9)酸中毒对小鼠B16 - BL6黑色素瘤细胞基因表达的影响,并将其与人类肿瘤的酸性pH依赖性进行比较。
将B16 - BL6细胞分别用pH 7.4(对照)、pH 6.8和pH 5.9处理。使用cDNA微阵列分析mRNA表达。进行热图、火山图和基因本体富集分析。将数据与已发表数据GSE52031和GSE8401的基因特征进行比较,并通过GEPIA2与病理分期进行比较,通过人类蛋白质图谱数据库搜索蛋白质的预后特征。如果酸性pH诱导和下调的基因分别与缩短和延长的生存时间相关,并且也与病理分期相关,我们将其定义为“命中”,并计算乳腺癌、结直肠癌、前列腺癌、胃癌、肝癌、前列腺癌、肺癌、头颈癌和黑色素瘤等八种肿瘤的命中点数总和。
两种pH值均对基因表达产生差异且共同的调控作用。在pH 6.8和5.9时上调四倍或更多的基因数量分别仅为25个和131个,其中85个基因是共同的。在pH 6.8和5.9时下调四倍或更少的基因数量分别仅为63个和82个,其中118个基因是共同的。与人类mRNA表达数据(GSE8401)相比,与特征的总体模式无相关性。在七种癌症(乳腺癌、结直肠癌、胃癌、肝癌、前列腺癌、肺癌和头颈癌)和黑色素瘤中,评估了酸性pH调节的基因表达与总生存之间的关系。结果显示,酸性pH依赖性对预后的影响在结直肠癌、肺癌和头颈癌中较高,而在前列腺癌中较低。
基于对细胞外酸性pH反应的肿瘤分类将为肿瘤患者的化疗策略提供新的见解。