综合生物信息学和实验方法表明NFKBIZ是盆腔炎进展中炎症因子和趋化因子的关键调节因子

IF 1 Q4 GENETICS & HEREDITY
Baoqin Liu , Qing Wang , Huijing Dong , Junning Zhang , Xiaoqi Pu , Junjie Yu
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引用次数: 0

摘要

研究目的盆腔炎(PID)是一种主要的生殖健康问题,可导致不孕症、慢性盆腔疼痛和异位妊娠等并发症。虽然PID具有重要的临床影响,但其潜在的免疫机制和炎症过程尚不完全清楚。本研究旨在确定与PID进展相关的分子变化、免疫细胞浸润模式和关键基因模块,为早期诊断和靶向治疗提供潜在的生物标志物。我们首先分析了来自GSE110106的微阵列数据集,以确定PID患者和对照组之间的deg,然后使用GO和KEGG途径进行功能富集分析。为了研究免疫状态,我们使用了7种算法来评估PID样本中的免疫细胞浸润。此外,WGCNA被用于识别与PID进展相关的关键基因模块,而最小绝对收缩和选择算子(LASSO)回归被用于识别潜在的特征基因。实验验证采用细胞因子刺激的NIH-3T3成纤维细胞模拟PID条件,随后采用RT-PCR, ELISA和细胞活力测定来评估NFKBIZ在炎症和细胞损伤中的作用。结果本研究在PID患者中鉴定出7122个DEGs,其中3317个基因上调,3805个基因下调。功能富集分析强调了NF-kappaB信号传导和免疫应答等关键途径,而免疫细胞分析揭示了改变的群体,特别是树突状细胞和T细胞亚群。WGCNA确定了一个与PID最密切相关的基因模块,并利用LASSO回归等机器学习方法确定了NFKBIZ、KIAA0556和SRGN作为潜在的生物标志物。验证实验证实,NFKBIZ在模拟PID环境中显著过表达,敲低NFKBIZ可降低炎症介质(IL-1β、TNF-α、MCP-1、MIP-2)水平,提高细胞活力,表明NFKBIZ在PID炎症和组织损伤中起关键作用。结论NFKBIZ通过调节炎症反应和促进成纤维细胞凋亡,在盆腔炎的发展过程中起重要作用。靶向NFKBIZ可能为治疗pid相关炎症和组织损伤提供潜在的治疗方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrative bioinformatics and experimental approaches reveal NFKBIZ as a key regulator of inflammatory factors and chemokines in pelvic inflammatory disease progression

Purpose of the study

Pelvic inflammatory disease (PID) is a major reproductive health issue that can lead to complications such as infertility, chronic pelvic pain, and ectopic pregnancy. While PID has a significant clinical impact, its underlying immune mechanisms and inflammatory processes are not fully understood. This study aims to identify molecular changes, immune cell infiltration patterns, and key gene modules associated with PID progression, providing potential biomarkers for early diagnosis and targeted treatment.

Study design

We first analyzed the microarray dataset from GSE110106 to identify DEGs between PID patients and controls, and then performed functional enrichment analysis using GO and KEGG pathways. To investigate the immune status, we used seven algorithms to assess immune cell infiltration in PID samples. Additionally, WGCNA was employed to identify key gene modules associated with PID progression, while Least Absolute Shrinkage and Selection Operator (LASSO) regression was applied to identify potential signature genes. Experimental validation was performed using NIH-3T3 fibroblasts stimulated with cytokines to mimic PID conditions, followed by RT-PCR, ELISA and cell viability assays to assess the role of NFKBIZ in inflammation and cell damage.

Results

This study identified 7122 DEGs in PID patients, with 3317 up-regulated and 3805 down-regulated genes. Functional enrichment analysis highlighted key pathways such as NF-kappaB signaling and immune responses, while immune cell analysis revealed altered populations, particularly dendritic cells and T cell subsets. WGCNA identified a gene module most strongly correlated with PID, and machine learning methods, including LASSO regression, pinpointed NFKBIZ, KIAA0556, and SRGN as potential biomarkers. Validation experiments confirmed significant overexpression of NFKBIZ in a simulated PID environment, with knockdown of NFKBIZ reducing inflammatory mediator levels (IL-1β, TNF-α, MCP-1, MIP-2) and improving cell viability, suggesting NFKBIZ as a key player in PID inflammation and tissue damage.

Conclusion

Our findings suggest that NFKBIZ plays a crucial role in the progression of pelvic inflammatory disease by modulating inflammatory responses and promoting fibroblast apoptosis. Targeting NFKBIZ may offer a potential therapeutic approach for managing PID-related inflammation and tissue damage.
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来源期刊
Gene Reports
Gene Reports Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.30
自引率
7.70%
发文量
246
审稿时长
49 days
期刊介绍: Gene Reports publishes papers that focus on the regulation, expression, function and evolution of genes in all biological contexts, including all prokaryotic and eukaryotic organisms, as well as viruses. Gene Reports strives to be a very diverse journal and topics in all fields will be considered for publication. Although not limited to the following, some general topics include: DNA Organization, Replication & Evolution -Focus on genomic DNA (chromosomal organization, comparative genomics, DNA replication, DNA repair, mobile DNA, mitochondrial DNA, chloroplast DNA). Expression & Function - Focus on functional RNAs (microRNAs, tRNAs, rRNAs, mRNA splicing, alternative polyadenylation) Regulation - Focus on processes that mediate gene-read out (epigenetics, chromatin, histone code, transcription, translation, protein degradation). Cell Signaling - Focus on mechanisms that control information flow into the nucleus to control gene expression (kinase and phosphatase pathways controlled by extra-cellular ligands, Wnt, Notch, TGFbeta/BMPs, FGFs, IGFs etc.) Profiling of gene expression and genetic variation - Focus on high throughput approaches (e.g., DeepSeq, ChIP-Seq, Affymetrix microarrays, proteomics) that define gene regulatory circuitry, molecular pathways and protein/protein networks. Genetics - Focus on development in model organisms (e.g., mouse, frog, fruit fly, worm), human genetic variation, population genetics, as well as agricultural and veterinary genetics. Molecular Pathology & Regenerative Medicine - Focus on the deregulation of molecular processes in human diseases and mechanisms supporting regeneration of tissues through pluripotent or multipotent stem cells.
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