Institute of Mental Health, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin 300222, China.
Department of Laboratory Medicine, Tianjin Anding Hospital, Mental Health Center of Tianjin Medical University, Tianjin 300222, China.
Dis Markers. 2022 Sep 30;2022:9480398. doi: 10.1155/2022/9480398. eCollection 2022.
Alzheimer's disease (AD) is a chronic neurodegenerative disease, which leads to impairment of cognition and memory. The heat shock protein 70 (HSP70) family plays an important role in the pathogenesis of AD. It is known to regulate protein misfolding in a variety of diseases, including inhibition of A aggregation and NFT formation in AD. As yet, the diagnostic molecular markers of AD remain unclear. Herein, we sought to investigate molecular markers of HSP70 family that can affect diagnosis and treatment in AD through computational analysis. In this study, the intersection between HSP70 family members and immune molecules was taken to screen immune-related HSP70 family genes. Based on the datasets from the NCBI-Gene Expression Omnibus (GEO) database, we found that the expression levels of HSPA1A and HSPA2 were significantly increased in AD samples, while HSPA8 significantly decreased. Surprisingly, the combination of the 3 hub genes had a good diagnosis of AD via receiver operating characteristic curve (ROC). Moreover, the clinical value of the 3 hub genes was further assessed by the Spearman correlation analysis with AD-related genes, -secretase activity, and -secretase activity. In terms of immune cell infiltration, we showed that the distribution of seven immune cell types (macrophages M2, neutrophils, T cells CD4 memory activated, macrophages M0, NK cells activated, plasma cells, and T cells follicular helper) was associated with the occurrence of AD by CIBERSORT. Furthermore, our data suggested that EP300, MYC, TP53, JUN, CREBBP, and ESR1 might be key transcription factors (TFs) for the 3 hub genes. In general, these findings suggest that HSPA1A, HSPA2, and HSPA8 are potential molecular biomarkers for prognosis among HSP70 family in AD, and it provides a new perspective on diagnostic and therapeutic targets for AD.
阿尔茨海默病(AD)是一种慢性神经退行性疾病,可导致认知和记忆功能受损。热休克蛋白 70(HSP70)家族在 AD 的发病机制中起着重要作用。已知它可调节多种疾病中的蛋白质错误折叠,包括抑制 AD 中的 A 聚集和 NFT 形成。然而,AD 的诊断分子标志物仍不清楚。在此,我们通过计算分析来研究 HSP70 家族的分子标志物,这些标志物可能会影响 AD 的诊断和治疗。在这项研究中,我们取 HSP70 家族成员与免疫分子的交集,以筛选与免疫相关的 HSP70 家族基因。基于 NCBI-Gene Expression Omnibus(GEO)数据库中的数据集,我们发现 AD 样本中 HSPA1A 和 HSPA2 的表达水平显著升高,而 HSPA8 则显著降低。令人惊讶的是,通过接受者操作特征曲线(ROC),这 3 个枢纽基因的组合可以很好地诊断 AD。此外,通过与 AD 相关基因、β-分泌酶活性和β-分泌酶活性的 Spearman 相关性分析,进一步评估了这 3 个枢纽基因的临床价值。在免疫细胞浸润方面,我们通过 CIBERSORT 表明,七种免疫细胞类型(M2 巨噬细胞、中性粒细胞、CD4 记忆激活 T 细胞、M0 巨噬细胞、活化 NK 细胞、浆细胞和滤泡辅助 T 细胞)的分布与 AD 的发生有关。此外,我们的数据表明,EP300、MYC、TP53、JUN、CREBBP 和 ESR1 可能是这 3 个枢纽基因的关键转录因子(TFs)。总的来说,这些发现表明 HSPA1A、HSPA2 和 HSPA8 可能是 AD 中 HSP70 家族预后的潜在分子生物标志物,为 AD 的诊断和治疗靶点提供了新视角。