探索鼻咽癌遗传学:生物信息学对路径和基因关联的洞察。

Q3 Medicine Medical Journal of Malaysia Pub Date : 2024-09-01
C L Che Ismail, N Y Yusof, N Mat Lazim, S Sarina, Z B Alwi, B Abdullah
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引用次数: 0

摘要

导言:鼻咽癌(NPC)的发病机制错综复杂,受到宿主遗传学、病毒感染和环境因素等综合因素的影响,导致基因和表观遗传学改变。尽管早期患者的预后良好,但大多数鼻咽癌病例都是在晚期才确诊的,这凸显了加强早期诊断和治疗的迫切性。驱动鼻咽癌进展的潜在分子通路仍然难以捉摸。本研究侧重于利用生物信息学技术和数据库开展研究,以深入了解基因相关性和在鼻咽癌中的潜在应用:在PubMed、MEDLINE和Scopus数据库中,利用 "鼻咽癌"、"生物信息学"、"基因表达 "和 "基因芯片 "等关键词,搜索2017年1月至2024年6月期间发表的英文文章。利用基因表达总库(GEO)数据库访问鼻咽癌信使核糖核酸(mRNA)表达谱分析研究:结果:大多数研究利用 GEO 数据库确定正常组织和鼻咽癌组织之间的差异表达基因 (DEG),然后利用基因本体 (GO) 和《京都基因和基因组百科全书》(KEGG) 途径进行功能分析。通常使用 STRING 构建 DEGs 的蛋白质相互作用(PPI)网络,并使用 Cytoscape 软件进行可视化。GO和KEGG通路分析与PPI网络构建相结合,为了解鼻咽癌发病机制的失调通路和分子机制提供了宝贵的见解。微阵列分析,尤其是 GSE12452、GSE64634 和 GSE34573 等数据集,有助于确定与鼻咽癌相关的 DEGs。PPI网络分析确定了与鼻咽癌发病机制有关的枢纽基因,如DNALI1、DNAI2和RSPH9。通过 GEPIA 和 Oncomine 等平台对基因表达模式进行验证,可验证已确定的生物标志物的临床相关性。此外,采用 RNA 测序和生物信息学方法进行的研究发现了涉及鼻咽癌抗药性和预后的新基因,为个性化治疗策略铺平了道路:综合生物信息学分析可深入了解肿瘤生物学的复杂性和潜在的分子通路,从而为鼻咽癌的早期检测、预后预测、复发检测和治疗方法制定更完善的策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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Exploring nasopharyngeal carcinoma genetics: Bioinformatics insights into pathways and gene associations.

Introduction: The pathogenesis of nasopharyngeal carcinoma (NPC) is intricate, influenced by a combination of factors including host genetics, viral infection and environmental elements, resulting in genetic and epigenetic modifications. Despite a positive prognosis for early-stage patients, most NPC cases are diagnosed at an advanced stage, highlighting the pressing need for enhanced accessibility to early diagnosis and treatment. The underlying molecular pathways driving NPC progression remain elusive. This study focuses on the use of bioinformatics techniques and databases in carrying out research to gain insights into gene relevance and potential applications in NPC.

Materials and methods: Searches encompassed articles published in English from January 2017 to June 2024, utilising keywords such as 'nasopharyngeal carcinoma,' 'bioinformatics,' 'gene expression' and 'gene microarrays' across PubMed, MEDLINE and Scopus databases. The Gene Expression Omnibus (GEO) database was utilised to access NPC messenger RNA (mRNA) expression profiling studies.

Results: Most studies utilised the GEO database to identify differentially expressed genes (DEGs) between normal and NPC tissues, followed by functional analysis using gene ontology (GO) and Kyoto Encyclopaedia of Genes and Genomes (KEGG) pathways. Protein protein interaction (PPI) networks of DEGs were commonly constructed using STRING and visualised with Cytoscape software. The integration of GO and KEGG pathway analysis alongside PPI network construction provides valuable insights into the dysregulated pathways and molecular mechanisms underlying NPC pathogenesis. Microarray analysis, particularly datasets such as GSE12452, GSE64634 and GSE34573, has enabled the identification of DEGs associated with NPC. PPI network analysis identifies hub genes, such as DNALI1, DNAI2 and RSPH9, implicated in NPC pathogenesis. Validation of gene expression patterns through platforms like GEPIA and Oncomine validates the clinical relevance of identified biomarkers. Furthermore, studies employing RNA sequencing and bioinformatics approaches uncover novel genes involved in NPC radio resistance and prognosis, paving the way for personalised therapeutic strategies.

Conclusion: Integration of bioinformatics analysis provides insights into the complexity of tumour biology and potential molecular pathways, enabling the development of enhanced strategies for early detection, outcome prediction, recurrence detection and therapeutic approaches for NPC.

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来源期刊
Medical Journal of Malaysia
Medical Journal of Malaysia Medicine-Medicine (all)
CiteScore
1.20
自引率
0.00%
发文量
165
期刊介绍: Published since 1890 this journal originated as the Journal of the Straits Medical Association. With the formation of the Malaysian Medical Association (MMA), the Journal became the official organ, supervised by an editorial board. Some of the early Hon. Editors were Mr. H.M. McGladdery (1960 - 1964), Dr. A.A. Sandosham (1965 - 1977), Prof. Paul C.Y. Chen (1977 - 1987). It is a scientific journal, published quarterly and can be found in medical libraries in many parts of the world. The Journal also enjoys the status of being listed in the Index Medicus, the internationally accepted reference index of medical journals. The editorial columns often reflect the Association''s views and attitudes towards medical problems in the country. The MJM aims to be a peer reviewed scientific journal of the highest quality. We want to ensure that whatever data is published is true and any opinion expressed important to medical science. We believe being Malaysian is our unique niche; our priority will be for scientific knowledge about diseases found in Malaysia and for the practice of medicine in Malaysia. The MJM will archive knowledge about the changing pattern of human diseases and our endeavours to overcome them. It will also document how medicine develops as a profession in the nation. We will communicate and co-operate with other scientific journals in Malaysia. We seek articles that are of educational value to doctors. We will consider all unsolicited articles submitted to the journal and will commission distinguished Malaysians to write relevant review articles. We want to help doctors make better decisions and be good at judging the value of scientific data. We want to help doctors write better, to be articulate and precise.
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