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膀胱癌中PLOD家族的表达、预后及生物学意义的综合分析

Comprehensive Analysis of the Expression, Prognosis, and Biological Significance of PLOD Family in Bladder Cancer.

作者信息

Chen Ru, Jiang Ming, Hu Bing, Fu Bin, Sun Ting

机构信息

Department of Urology, the First Affiliated Hospital of Nanchang University, Nanchang City, People's Republic of China.

Department of Urology, the First Hospital of Putian City, Putian City, People's Republic of China.

出版信息

Int J Gen Med. 2023 Feb 24;16:707-722. doi: 10.2147/IJGM.S399875. eCollection 2023.

Abstract

BACKGROUND

Large numbers of studies have identified that procollagen-lysine, 2-oxoglutarate 5-dioxygenase (PLOD) family members play important roles in tumorigenesis and tumor progression in various cancers. However, the expression pattern, clinical value and function of PLOD family have yet to be analyzed systematically and comprehensively in bladder urothelial carcinoma (BLCA).

METHODS

We investigated the transcriptional levels, genetic alteration, biological function, immune cell infiltration, data on survival of PLODs in patients with BLCA based on UALCAN, the Cancer Genome Atlas (TCGA) database, Gene Expression Profiling Interactive Analysis (GEPIA), TIMER, STRING, cBioPortal and GSCALite databases. Gene ontology (GO) analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) were performed in R software using the Cluster Profiler Bioconductor package. Protein-protein interaction (PPI) network was established by STRING and visualized by using R version (3.6.3) software. Survival analysis was performed using the packages "survminer".

RESULTS

The mRNA and protein expression patterns of PLOD family members were noticeably increased in BLC compared with normal tissue. The mRNA expression levels of genes were significantly correlated with histological subtypes and PLOD1 was significantly correlated with pathological stage. Furthermore, the high expression levels of PLOD1-2 were remarkably associated with poor overall survival (OS) in BLCA patients, meanwhile high expression levels of PLOD1 and PLOD3 were markedly associated with poor progression-free interval (PFI). In co-expression gene analysis, 50 genes were primarily associated with the differentially expressed PLODs in BLCA. Functional enrichment analysis revealed that protein hydroxylation, collagen fibril organization, and lysine degradation were key biological functions of PLODs in BLCA. Moreover, PLOD family genes were identified as being associated with the activities of tumor-infiltrating immune cells and closely associated with immune responses in BLCA.

CONCLUSION

PLOD family members might serve as potential therapeutic targets and prognostic markers for BLCA patients' survival.

摘要

背景

大量研究已证实,原胶原赖氨酸2-氧代戊二酸5-双加氧酶(PLOD)家族成员在多种癌症的肿瘤发生和肿瘤进展中发挥重要作用。然而,PLOD家族在膀胱尿路上皮癌(BLCA)中的表达模式、临床价值和功能尚未得到系统全面的分析。

方法

我们基于UALCAN、癌症基因组图谱(TCGA)数据库、基因表达谱交互式分析(GEPIA)、TIMER、STRING、cBioPortal和GSCALite数据库,研究了BLCA患者中PLOD的转录水平、基因改变、生物学功能、免疫细胞浸润及生存数据。使用R软件中的Cluster Profiler生物导体包进行基因本体(GO)分析和京都基因与基因组百科全书(KEGG)分析。通过STRING建立蛋白质-蛋白质相互作用(PPI)网络,并使用R版本(3.6.3)软件进行可视化。使用“survminer”包进行生存分析。

结果

与正常组织相比,BLCA中PLOD家族成员的mRNA和蛋白质表达模式显著增加。基因的mRNA表达水平与组织学亚型显著相关,PLOD1与病理分期显著相关。此外,PLOD1-2的高表达水平与BLCA患者的总生存期(OS)较差显著相关,同时PLOD1和PLOD3的高表达水平与无进展生存期(PFI)较差显著相关。在共表达基因分析中,50个基因主要与BLCA中差异表达的PLOD相关。功能富集分析表明,蛋白质羟基化、胶原纤维组织和赖氨酸降解是BLCA中PLOD的关键生物学功能。此外,PLOD家族基因被确定与肿瘤浸润免疫细胞的活性相关,并与BLCA中的免疫反应密切相关。

结论

PLOD家族成员可能作为BLCA患者生存的潜在治疗靶点和预后标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a7c9/9975538/2b474c8e8027/IJGM-16-707-g0001.jpg

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