Dermatology Hospital of Southern Medical University, Guangzhou, China.
Front Immunol. 2022 May 20;13:892368. doi: 10.3389/fimmu.2022.892368. eCollection 2022.
Psoriasis is an immune-related skin disease notable for its chronic inflammation of the entire system. Alzheimer's disease (AD) is more prevalent in psoriasis than in the general population. Immune-mediated pathophysiologic processes may link these two diseases, but the mechanism is still unclear. This article aimed to explore potential molecular mechanisms in psoriasis and AD.
Gene expression profiling data of psoriasis and AD were acquired in the Gene Expression Omnibus (GEO) database. Gene Set Enrichment Analysis (GSEA) and single-sample GSEA (ssGSEA) were first applied in two datasets. Differentially expressed genes (DEGs) of two diseases were identified, and common DEGs were selected. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was performed to explore common biological pathways. Signature transcription factors (STFs) were identified and their diagnostic values was calculated by receiver operating characteristic (ROC) curve analysis in the exploration cohort and verified in the validation cohort. The expression levels of STFs were further investigated in the validation cohort and the GTEx Portal Database. Additionally, four kinds of interaction analysis were performed: correlation analysis among STFs, gene-gene, chemical-protein, and protein-ligand interaction analyses. In the end, we predicted the transcription factor that potentially regulates STFs.
Biosynthesis and metabolic pathways were enriched in GSEA analysis. In ssGSEA analysis, most immunoreaction gene lists exhibited differential enrichment in psoriasis cases, whereas three receptor-related gene lists did in AD. The KEGG analysis of common DEGs redetermined inflammatory and metabolic pathways essential in both diseases. 5 STFs (PPARG, ZFPM2, ZNF415, HLX, and ANHX) were screened from common DEGs. The ROC analysis indicated that all STFs have diagnostic values in two diseases, especially ZFPM2. The correlation analysis, gene-gene, chemical-protein, and protein-ligand interaction analyses suggested that STFs interplay and involve inflammation and aberrant metabolism. Eventually, ZNF384 was the predicted transcription factor regulating PPARG, ZNF415, HLX, and ANHX.
The STFs (PPARG, ZFPM2, ZNF415, HLX, and ANHX) may increase the morbidity rate of AD in psoriasis by initiating a positive feedback loop of excessive inflammation and metabolic disorders. ZNF384 is a potential therapeutic target for psoriasis and AD by regulating PPARG, ZNF415, HLX, and ANHX.
银屑病是一种以全身慢性炎症为特征的免疫相关皮肤病。与一般人群相比,银屑病患者中阿尔茨海默病(AD)更为常见。免疫介导的病理生理过程可能将这两种疾病联系起来,但机制尚不清楚。本文旨在探讨银屑病和 AD 中潜在的分子机制。
从基因表达综合数据库(GEO)中获取银屑病和 AD 的基因表达谱数据。首先在两个数据集上应用基因集富集分析(GSEA)和单样本 GSEA(ssGSEA)。鉴定两种疾病的差异表达基因(DEGs),并选择共同的 DEGs。对共同的生物途径进行京都基因与基因组百科全书(KEGG)通路富集分析。通过探索队列中的受试者工作特征(ROC)曲线分析和验证队列中的验证,识别特征转录因子(STFs)并计算其诊断价值。在验证队列和 GTEx 门户数据库中进一步研究 STFs 的表达水平。此外,进行了四种类型的相互作用分析:STFs 之间的相关性分析、基因-基因、化学-蛋白质和蛋白质-配体相互作用分析。最后,我们预测了潜在调节 STFs 的转录因子。
在 GSEA 分析中,生物合成和代谢途径得到了富集。在 ssGSEA 分析中,大多数免疫反应基因列表在银屑病病例中表现出差异富集,而 AD 中则有三个受体相关基因列表。对共同 DEGs 的 KEGG 分析重新确定了两种疾病中重要的炎症和代谢途径。从共同 DEGs 中筛选出 5 个 STFs(PPARG、ZFPM2、ZNF415、HLX 和 ANHX)。ROC 分析表明,所有 STFs 在两种疾病中均具有诊断价值,尤其是 ZFPM2。相关性分析、基因-基因、化学-蛋白质和蛋白质-配体相互作用分析表明,STFs 相互作用并涉及炎症和代谢异常。最终,预测转录因子 ZNF384 调节 PPARG、ZNF415、HLX 和 ANHX。
STFs(PPARG、ZFPM2、ZNF415、HLX 和 ANHX)可能通过启动过度炎症和代谢紊乱的正反馈循环,增加银屑病患者 AD 的发病率。ZNF384 可能通过调节 PPARG、ZNF415、HLX 和 ANHX 成为治疗银屑病和 AD 的潜在靶点。