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摩洛哥亚人群鼻咽癌的蛋白质组学分析

A Proteomic Analysis of Nasopharyngeal Carcinoma in a Moroccan Subpopulation.

作者信息

Reffai Ayman, Hori Michelle, Adusumilli Ravali, Bermudez Abel, Bouzoubaa Abdelilah, Pitteri Sharon, Bennani Mechita Mohcine, Mallick Parag

机构信息

Intelligent Automation and BioMed Genomics Laboratory, Biology Department, Faculty of Sciences and Techniques of Tangier, Abdelmalek Essaadi University-Tetouan, Tangier 90000, Morocco.

Canary Center for Cancer Early Detection, School of Medicine, Stanford University, Stanford, CA 94305, USA.

出版信息

Cancers (Basel). 2024 Sep 26;16(19):3282. doi: 10.3390/cancers16193282.

Abstract

BACKGROUND

Nasopharyngeal carcinoma (NPC) is a distinct cancer of the head and neck that is highly prevalent in Southeast Asia and North Africa. Though an extensive analysis of environmental and genetic contributors has been performed, very little is known about the proteome of this disease. A proteomic analysis of formalin-fixed paraffin-embedded (FFPE) tissues can provide valuable information on protein expression and molecular patterns for both increasing our understanding of the disease and for biomarker discovery. To date, very few NPC proteomic studies have been performed, and none focused on patients from Morocco and North Africa.

METHODS

Label-free Liquid Chromatography-Tandem Mass Spectrometry (LC-MS/MS) was used to perform a proteomic analysis of FFPE tissue samples from a cohort of 41 NPC tumor samples of Morocco and North Africa origins. The LC-MS/MS data from this cohort were analyzed alongside 21 healthy controls using MaxQuant 2.4.2.0. A differential expression analysis was performed using the MSstats package in R. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) functional annotations were carried out using the DAVID bioinformatic tool.

RESULTS

3341 proteins were identified across our NPC cases, revealing three main clusters and five DEPs with prognostic significance. The sex disparity of NPC was investigated from a proteomic perspective in which 59 DEPs were found between males and females, with significantly enriched terms associated with the immune response and gene expression. Furthermore, 26 DEPs were observed between patients with early and advanced stages of NPC with a significant cluster related to the immune response, implicating up-regulated DEPs such as IGHA, IGKC, and VAT1. Across both datasets, 6532 proteins were quantified between NPC patients and healthy controls. Among them, 1507 differentially expressed proteins (DEPs) were observed. GO and KEGG pathway analyses showed enriched terms of DEPs related to increased cellular activity, cell proliferation, and survival. PI3K and MAPK proteins as well as RAC1 BCL2 and PPIA were found to be overexpressed between cancer tissues and healthy controls. EBV infection was also one of the enriched pathways implicating its latent genes like LMP1 and LMP2 that activate several proteins and signaling pathways including NF-Kappa B, MAPK, and JAK-STAT pathways.

CONCLUSION

Our findings unveil the proteomic landscape of NPC for the first time in the Moroccan population. These studies additionally may provide a foundation for identifying potential biomarkers. Further research is still needed to help develop tools for the early diagnosis and treatment of NPC in Moroccan and North African populations.

摘要

背景

鼻咽癌(NPC)是一种独特的头颈部癌症,在东南亚和北非高度流行。尽管已经对环境和遗传因素进行了广泛分析,但对这种疾病的蛋白质组了解甚少。对福尔马林固定石蜡包埋(FFPE)组织进行蛋白质组分析可以提供有关蛋白质表达和分子模式的有价值信息,有助于我们增进对该疾病的了解并发现生物标志物。迄今为止,很少有鼻咽癌蛋白质组学研究,且没有一项研究聚焦于来自摩洛哥和北非的患者。

方法

采用无标记液相色谱 - 串联质谱法(LC-MS/MS)对来自41例摩洛哥和北非裔鼻咽癌肿瘤样本队列的FFPE组织样本进行蛋白质组分析。使用MaxQuant 2.4.2.0将该队列的LC-MS/MS数据与21例健康对照的数据一起进行分析。使用R语言中的MSstats软件包进行差异表达分析。使用DAVID生物信息工具进行基因本体(GO)和京都基因与基因组百科全书(KEGG)功能注释。

结果

在我们的鼻咽癌病例中鉴定出3341种蛋白质,揭示了三个主要簇和五个具有预后意义的差异表达蛋白(DEP)。从蛋白质组学角度研究了鼻咽癌的性别差异,发现男性和女性之间有59个DEP,与免疫反应和基因表达相关的术语显著富集。此外,在鼻咽癌早期和晚期患者之间观察到26个DEP,有一个与免疫反应相关的显著簇,涉及上调的DEP,如IGHA、IGKC和VAT1。在两个数据集中,对鼻咽癌患者和健康对照之间的6532种蛋白质进行了定量。其中,观察到1507个差异表达蛋白(DEP)。GO和KEGG通路分析显示,DEP的富集术语与细胞活性增加、细胞增殖和存活有关。发现PI3K和MAPK蛋白以及RAC1、BCL2和PPIA在癌组织和健康对照之间过表达。EBV感染也是富集通路之一,涉及其潜伏基因,如LMP1和LMP2,它们激活多种蛋白质和信号通路,包括NF-κB、MAPK和JAK-STAT通路。

结论

我们的研究结果首次揭示了摩洛哥人群中鼻咽癌的蛋白质组图谱。这些研究还可能为识别潜在生物标志物提供基础。仍需要进一步研究,以帮助开发针对摩洛哥和北非人群鼻咽癌早期诊断和治疗的工具。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dda7/11476039/7ab80a6e6a76/cancers-16-03282-g001.jpg

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