Jiang Long, Xu Xiaoxiang, Yan Guorong, Wu Yuhao, Xi Ningyuan, Lai Yongxian, Zhang Guolong, Liu Yeqiang
Department of Dermatologic Surgery, Shanghai Skin Disease Hospital, School of Medicine, Tongji University, Shanghai, China.
Skin Cancer Center, Shanghai Skin Disease Hospital, School of Medicine, Tongji University, Shanghai, China.
Front Oncol. 2024 Jan 29;14:1319819. doi: 10.3389/fonc.2024.1319819. eCollection 2024.
Extramammary Paget's disease (EMPD) is a rare cutaneous malignancy, commonly affecting the external genitalia and perianal area of the elderly with unclear pathogenesis. Metabolomics provides a novel perspective for uncovering the metabolic mechanisms of a verity of cancers.
Here, we explored the metabolome of EMPD using an untargeted strategy. In order to further investigate the potential relationship between metabolites and gene expression, we re-analyzed the gene expression microarray data (GSE117285) using differential expression analysis and functional enrichment analyses.
Results showed that a total of 896 metabolites were identified and 87 metabolites including 37 upregulated and 50 downregulated significantly in EMPD were sought out. In the following feature selection analyses, four metabolites, namely, cyclopentyl fentanyl-d5, LPI 17:0, guanosine-3',5'-cyclic monophosphate, kynurenine (KYN, high in EMPD) were identified by both random forest and support vector machine analyses. We then identified 1,079 dysfunctional genes: 646 upregulated and 433 downregulated in EMPD. Specifically, the tryptophan-degrading enzyme including indoleamine-2,3-dioxygenase-1 () and tryptophan 2,3-dioxygenase () were also increased. Generally, cancers exhibit a high expression of and to catabolize tryptophan, generating abundant KYN. Moreover, we also noticed the abnormal activation of sustaining proliferative signaling in EMPD.
In conclusion, this study was the first to reveal the metabolome profile of EMPD. Our results demonstrate that /-initialized KYN metabolic pathway may play a vital role in the development and progression of EMPD, which may serve as a potential therapeutic target for treating EMPD.
乳腺外佩吉特病(EMPD)是一种罕见的皮肤恶性肿瘤,常见于老年人的外生殖器和肛周区域,其发病机制尚不清楚。代谢组学为揭示多种癌症的代谢机制提供了新的视角。
在此,我们采用非靶向策略探索EMPD的代谢组。为了进一步研究代谢物与基因表达之间的潜在关系,我们使用差异表达分析和功能富集分析重新分析了基因表达微阵列数据(GSE117285)。
结果显示共鉴定出896种代谢物,筛选出87种在EMPD中显著上调37种和下调50种的代谢物。在随后的特征选择分析中,随机森林和支持向量机分析均鉴定出四种代谢物,即环戊基芬太尼 - d5、LPI 17:0、鸟苷 - 3',5'-环磷酸、犬尿氨酸(KYN,在EMPD中含量高)。然后我们鉴定出1079个功能失调基因:在EMPD中646个上调和433个下调。具体而言,包括吲哚胺 - 2,3 - 双加氧酶 - 1()和色氨酸2,3 - 双加氧酶()在内的色氨酸降解酶也增加。一般来说,癌症表现出和的高表达以分解色氨酸,产生大量KYN。此外,我们还注意到EMPD中维持增殖信号的异常激活。
总之,本研究首次揭示了EMPD的代谢组谱。我们的结果表明,/-初始化的KYN代谢途径可能在EMPD的发生和发展中起关键作用,这可能作为治疗EMPD的潜在治疗靶点。