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基于多组学数据对希腊皮肤黑色素瘤患者的综合分析

A Comprehensive Analysis of Cutaneous Melanoma Patients in Greece Based on Multi-Omic Data.

作者信息

Kontogianni Georgia, Voutetakis Konstantinos, Piroti Georgia, Kypreou Katerina, Stefanaki Irene, Vlachavas Efstathios Iason, Pilalis Eleftherios, Stratigos Alexander, Chatziioannou Aristotelis, Papadodima Olga

机构信息

Institute of Chemical Biology, National Hellenic Research Foundation, 11635 Athens, Greece.

Centre of Systems Biology, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece.

出版信息

Cancers (Basel). 2023 Jan 28;15(3):815. doi: 10.3390/cancers15030815.

Abstract

Cutaneous melanoma (CM) is the most aggressive type of skin cancer, and it is characterised by high mutational load and heterogeneity. In this study, we aimed to analyse the genomic and transcriptomic profile of primary melanomas from forty-six Formalin-Fixed, Paraffin-Embedded (FFPE) tissues from Greek patients. Molecular analysis for both germline and somatic variations was performed in genomic DNA from peripheral blood and melanoma samples, respectively, exploiting whole exome and targeted sequencing, and transcriptomic analysis. Detailed clinicopathological data were also included in our analyses and previously reported associations with specific mutations were recognised. Most analysed samples (43/46) were found to harbour at least one clinically actionable somatic variant. A subset of samples was profiled at the transcriptomic level, and it was shown that specific melanoma phenotypic states could be inferred from bulk RNA isolated from FFPE primary melanoma tissue. Integrative bioinformatics analyses, including variant prioritisation, differential gene expression analysis, and functional and gene set enrichment analysis by group and per sample, were conducted and molecular circuits that are implicated in melanoma cell programmes were highlighted. Integration of mutational and transcriptomic data in CM characterisation could shed light on genes and pathways that support the maintenance of phenotypic states encrypted into heterogeneous primary tumours.

摘要

皮肤黑色素瘤(CM)是最具侵袭性的皮肤癌类型,其特点是高突变负荷和异质性。在本研究中,我们旨在分析来自希腊患者的46份福尔马林固定、石蜡包埋(FFPE)组织中原发性黑色素瘤的基因组和转录组特征。分别利用全外显子测序和靶向测序以及转录组分析,对外周血和黑色素瘤样本的基因组DNA进行种系和体细胞变异的分子分析。详细的临床病理数据也纳入了我们的分析,并识别出先前报道的与特定突变的关联。大多数分析样本(43/46)被发现至少含有一种具有临床可操作性的体细胞变异。对一部分样本进行了转录组水平分析,结果表明,从FFPE原发性黑色素瘤组织中分离的大量RNA可以推断出特定的黑色素瘤表型状态。进行了综合生物信息学分析,包括变异优先级排序、差异基因表达分析以及按组和按样本进行的功能和基因集富集分析,突出了与黑色素瘤细胞程序相关的分子回路。将CM特征中的突变和转录组数据整合起来,可能会揭示支持维持加密在异质性原发性肿瘤中的表型状态的基因和途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cbf0/9913631/3c7b3e24d2f7/cancers-15-00815-g001.jpg

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