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一项全面的泛癌分析揭示GRB7作为一种潜在的诊断和预后生物标志物。

A Comprehensive Pan-Cancer Analysis Reveals GRB7 as a Potential Diagnostic and Prognostic Biomarker.

作者信息

Attaelmanan Areig M, Alzubair Shyma, Ahmmed Abdalla S, Abdelgalil Ahmed, Ali Fatima, Khalafalla Amira S, Attaelmanan Gamila A, Alfaki Mohamed

机构信息

Biotechnology, Newcastle University, Khartoum, SDN.

Medical Laboratory Science/Histopathology and Cytology, Sudan University of Science and Technology, Khartoum, SDN.

出版信息

Cureus. 2024 Dec 1;16(12):e74907. doi: 10.7759/cureus.74907. eCollection 2024 Dec.

DOI:10.7759/cureus.74907
PMID:39742197
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11687406/
Abstract

BACKGROUND AND AIM

Growth factor receptor-bound protein 7 (GRB7) belongs to a group of adaptor proteins characterized by their conserved multidomain structure. These proteins are involved in cellular signaling pathways that regulate cell growth, proliferation, and differentiation. Alterations in GRB7 expression have been linked to multiple human cancers. However, its role as a diagnostic and prognostic marker remains underexplored. This study aimed to assess the diagnostic and prognostic relevance of GRB7 in a comprehensive pan-cancer analysis.

MATERIALS AND METHODS

GRB7 expression across different cancers was evaluated using the Tumor Immune Estimation Resource (TIMER), Gene Expression Profiling Interactive Analysis (GEPIA), and the University of Alabama at Birmingham Cancer Data Analysis Portal (UALCAN). The correlation of GRB7 expression with various clinicopathological parameters was assessed by the UALCAN database. Additionally, the Human Protein Atlas (HPA) (https://www.proteinatlas.org/) was used to illustrate the histology of kidney cancer tissues. The correlation between GRB7 expression and prognosis was explored using the Kaplan-Meier plotter, GEPIA, and UALCAN databases. The TIMER database was used to explore the connection between GRB7 expression in tumor tissues and the infiltration of immune cells. Moreover, genetic alterations of the GRB7 gene were detected by the cBioPortal database. Results were validated by the GEO2R database.

RESULTS

GRB7 expression was significantly upregulated in bladder urothelial carcinoma (BLCA), cervical squamous cell carcinoma (CESC), cholangiocarcinoma (CHOL), colon adenocarcinoma (COAD), rectum adenocarcinoma (READ), thyroid carcinoma (THCA), and uterine carcinosarcoma (UCEC). Conversely, it was downregulated in kidney chromophobe (KICH) and kidney renal clear cell carcinoma (KIRC) compared to normal tissues (p<0.001). Further analysis confirmed that GRB7 expression in KICH and KIRC was significantly downregulated across various clinicopathological parameters including stage 3 and stage 4 compared to stage 1. It was also significantly downregulated in 61-80 years compared to 41-60 years patients, as confirmed by the immunohistochemistry of kidney tissues. Prognostic analysis revealed that high GRB7 expression was linked to a better prognosis in KIRC and a poorer prognosis in pancreatic adenocarcinoma (PAAD) patients. In KICH, GRB7 expression showed a significant positive correlation with immune infiltration of B cells, CD8+ T cells, and macrophages. In KIRC, GRB7 was positively correlated with immune infiltration of B cells and CD4+ cells. However, in PAAD it was negatively correlated with immune infiltration of macrophages. These findings were validated by gene expression profiling from the Gene Expression Omnibus (GEO) database, confirming a significant GRB7 downregulation in KICH and KIRC and an upregulation in PAAD compared to normal samples.  Conclusion: GRB7 shows potential as a biomarker in both diagnosing and predicting outcomes for various cancers. It may serve as a diagnostic marker for KICH, a prognostic marker for PAAD, and both a diagnostic and prognostic marker for KIRC, making GRB7 a target for future research and therapeutic approaches in oncology.

摘要

背景与目的

生长因子受体结合蛋白7(GRB7)属于一组衔接蛋白,其特征在于保守的多结构域结构。这些蛋白质参与调节细胞生长、增殖和分化的细胞信号通路。GRB7表达的改变与多种人类癌症有关。然而,其作为诊断和预后标志物的作用仍未得到充分探索。本研究旨在通过全面的泛癌分析评估GRB7的诊断和预后相关性。

材料与方法

使用肿瘤免疫评估资源(TIMER)、基因表达谱交互式分析(GEPIA)和阿拉巴马大学伯明翰分校癌症数据分析门户(UALCAN)评估GRB7在不同癌症中的表达。UALCAN数据库评估GRB7表达与各种临床病理参数的相关性。此外,人类蛋白质图谱(HPA)(https://www.proteinatlas.org/)用于说明肾癌组织的组织学。使用Kaplan-Meier绘图仪、GEPIA和UALCAN数据库探索GRB7表达与预后之间的相关性。TIMER数据库用于探索肿瘤组织中GRB7表达与免疫细胞浸润之间的联系。此外,通过cBioPortal数据库检测GRB7基因的基因改变。结果由GEO2R数据库验证。

结果

GRB7表达在膀胱尿路上皮癌(BLCA)、宫颈鳞状细胞癌(CESC)、胆管癌(CHOL)、结肠腺癌(COAD)、直肠腺癌(READ)、甲状腺癌(THCA)和子宫癌肉瘤(UCEC)中显著上调。相反,与正常组织相比,它在肾嫌色细胞癌(KICH)和肾透明细胞癌(KIRC)中下调(p<0.001)。进一步分析证实,与1期相比,KICH和KIRC中GRB7表达在包括3期和4期在内的各种临床病理参数中显著下调。通过肾组织免疫组化证实,与41-60岁患者相比,61-80岁患者中GRB7表达也显著下调。预后分析显示,高GRB7表达与KIRC患者的较好预后以及胰腺腺癌(PAAD)患者的较差预后相关。在KICH中,GRB7表达与B细胞、CD8+T细胞和巨噬细胞的免疫浸润呈显著正相关。在KIRC中,GRB7与B细胞和CD4+细胞的免疫浸润呈正相关。然而,在PAAD中,它与巨噬细胞的免疫浸润呈负相关。这些发现通过基因表达综合数据库(GEO)的基因表达谱得到验证,证实与正常样本相比,KICH和KIRC中GRB7显著下调,而PAAD中GRB7上调。结论:GRB7在诊断和预测各种癌症的预后方面均显示出作为生物标志物的潜力。它可能作为KICH的诊断标志物、PAAD的预后标志物以及KIRC的诊断和预后标志物,使GRB7成为肿瘤学未来研究和治疗方法的靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/b69871a85d58/cureus-0016-00000074907-i11.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/4c45ed4a9859/cureus-0016-00000074907-i10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/b69871a85d58/cureus-0016-00000074907-i11.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/5c4a4ed90019/cureus-0016-00000074907-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/a61a787b2e55/cureus-0016-00000074907-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/28d6c40ebbcc/cureus-0016-00000074907-i03.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/eb0e9c681078/cureus-0016-00000074907-i04.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/9f85f65f3fc0/cureus-0016-00000074907-i05.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/d0d2a97f8edf/cureus-0016-00000074907-i06.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/0a9a7a8193ea/cureus-0016-00000074907-i07.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/03e63c5f567f/cureus-0016-00000074907-i08.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/f2a204437c11/cureus-0016-00000074907-i09.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/4c45ed4a9859/cureus-0016-00000074907-i10.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1da7/11687406/b69871a85d58/cureus-0016-00000074907-i11.jpg

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