将 SPOCD1 作为各种常见癌症类型的诊断和预后生物标记物的研究:生物信息学与实践分析

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Samira Yavari, Maryam Naseroleslami, Maryam Peymani, Farshid Yekani, Niloufar Khayam Nekouei
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引用次数: 0

摘要

研究目的本研究的目的是借鉴近期文献中的观点,评估Spen旁系和直向同源物C-末端结构域包含1(SPOCD1)基因的表达是否可作为常见癌症的一种有价值的预后和诊断生物标志物。我们试图利用来自癌症基因组图谱(TCGA)和临床样本的数据来验证这一观点:在这项生物信息学和实验研究中,我们使用R软件包 "TCGA BIOLINKS "从TCGA泛癌图谱中收集了12种常见癌症的SPOCD1 RNA-seq数据,并进行了归一化分析。应用了多种分析工具,包括接收者操作特征曲线(ROC)、Kaplan-Meier和Coxregression分析,以及通过分子特征数据库(MSigDB)进行的通路富集分析。利用基因表达总库(GEO)数据库探讨了耐药性/敏感性与 SPOCD1 表达的相关性。此外,还对包括结肠和直肠恶性样本在内的临床结直肠癌(CRC)样本进行了评估:结果表明,SPOCD1在大多数癌症(9/12)中表达升高,在COAD、HNSC、KICH和LIHC中具有显著的预后价值,在COAD中与无病生存的不良预后相关。ROC 曲线分析表明,SPOCD1 在大多数病例(7/12 例)中可作为诊断生物标志物,但在临床 CRC 样本中这种模式并不一致。通路富集分析表明,SPOCD1的表达与关键分子通路密切相关。与之前的结果不同,我们发现 SPOCD1 在与 PD-0325901 相互作用时上调。然而,与 Panobinostat 共同作用则会导致下调。两者都是抗癌试剂:这项研究证实了SPOCD1在流行性癌症中作为诊断和预后生物标志物的潜力。然而,要验证其可靠性,还需要大量的临床数据,尤其是针对 CRC 的数据。不同的COAD亚型可能与SPOCD1的表达水平表现出不同的相关性,因此需要进一步研究以充分了解其诊断和预后价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Investigation of SPOCD1 as A Suitable Diagnostic and Prognostic Biomarker in Various Common Cancer Types: Bioinformatics and Practical Analysis.

Objective: The objective of this study was to assess whether Spen paralogue and orthologue C-terminal domain containing 1 (SPOCD1) gene expression could serve as a valuable prognostic and diagnostic biomarker in common cancers, drawing from insights in recent literature. We sought to verify this concept by utilizing data sourced from The Cancer Genome Atlas (TCGA) alongside clinical samples.

Materials and methods: In this bioinformatics and experimental study, SPOCD1 RNA-seq data from 12 common cancers were collected from TCGA Pan-Cancer Atlas using the R package "TCGA BIOLINKS" and normalized for analysis. Various analytical tools, including receiver operating characteristic (ROC) curves, Kaplan-Meier and Coxregression analyses, and pathway enrichment analysis via the molecular signatures database (MSigDB), were applied. Drug resistance/sensitivity correlations with SPOCD1 expression were explored using the Gene Expression Omnibus (GEO) database. Clinical colorectal cancer (CRC) samples, including both colon and rectal malignant samples, were also evaluated.

Results: The results showed elevated SPOCD1 expression in most cancers (9/12), with notable prognostic value in COAD, HNSC, KICH, and LIHC, and a correlation with poor prognosis in COAD for disease-free survival. ROC curve analysis suggested SPOCD1 as a diagnostic biomarker in the majority of cases (7/12), although this pattern was inconsistent in clinical CRC samples. Pathway enrichment analysis revealed a strong correlation between SPOCD1 expression and critical molecular pathways. Unlike former results, we found that SPOCD1 upregulated when interacting with PD-0325901. However, treating with Panobinostat led to downregulation. Both are as anticancer reagents.

Conclusion: This study confirms the potential of SPOCD1 as a diagnostic and prognostic biomarker in prevalent cancers. However, extensive clinical data, particularly for CRC, are required to validate its reliability. Different COAD subtypes may exhibit varying correlations with SPOCD1 expression levels, underscoring the need for further investigation to fully understand its diagnostic and prognostic value.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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