高通量转录组学发现人类血管肉瘤中与化疗耐药性相关的基因表达特征

IF 5.6 2区 生物学 International Journal of Molecular Sciences Pub Date : 2024-10-09 DOI:10.3390/ijms251910863
Glenys Mai Shia Khor, Sara Haghani, Tiffany Rui En Tan, Elizabeth Chun Yong Lee, Bavani Kannan, Boon Yee Lim, Jing Yi Lee, Zexi Guo, Tun Kiat Ko, Jason Yongsheng Chan
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引用次数: 0

摘要

血管肉瘤是临床上侵袭性很强的内皮源性癌症,是软组织肉瘤的一种罕见亚型,其特点是对化疗耐药且预后不良。本研究旨在确定血管肉瘤化疗耐药性的转录组生物标志物。我们研究了 72 例亚洲血管肉瘤,包括 35 例接受姑息化疗的病例,并整合了来自 NanoString 基因表达图谱、全转录组图谱(RNA-seq)、免疫组化、细胞系检测和临床病理数据的信息。在化疗耐药队列(定义为病情稳定或进展)中,我们观察到包括SPP1(log2foldchange 3.49,adj. p = 0.0112)、CXCL13、CD48和CLEC5A在内的基因显著过表达,同时髓细胞区系、细胞因子和趋化因子信号通路以及中性粒细胞和巨噬细胞也显著富集。RNA-seq 数据显示,肿瘤组织中 SPP1 的表达高于邻近的正常组织(p = 0.0008)。免疫组化显示 SPP1 蛋白与基因表达之间存在显著的中度正相关(r = 0.7016;p < 0.00110),而 SPP1 蛋白表达较高与患者来源的血管肉瘤细胞系 MOLAS 和 ISOHAS 化疗敏感性较低相关。此外,SPP1 mRNA过表达与上皮样组织学(p = 0.007)、较高的肿瘤分级(p = 0.0023)、非头颈部位置(p = 0.0576)和较差的总体生存结果(HR 1.84,95% CI 1.07-3.18,p = 0.0288)呈正相关。这与肿瘤突变负荷、肿瘤炎症特征、人类疱疹病毒-7的存在、紫外线照射特征以及诊断时的转移状态均无关联。总之,SPP1过表达可能是血管肉瘤化疗耐药和预后不良的生物标志物。要揭示 SPP1 的确切作用和内在机制,还需要进一步的研究。
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High-Throughput Transcriptomics Identifies Chemoresistance-Associated Gene Expression Signatures in Human Angiosarcoma.

Angiosarcomas, clinically aggressive cancers of endothelial origin, are a rare subtype of soft-tissue sarcomas characterized by resistance to chemotherapy and dismal prognosis. In this study, we aim to identify the transcriptomic biomarkers of chemoresistance in angiosarcoma. We examined 72 cases of Asian angiosarcomas, including 35 cases treated with palliative chemotherapy, integrating information from NanoString gene expression profiling, whole transcriptome profiling (RNA-seq), immunohistochemistry, cell line assays, and clinicopathological data. In the chemoresistant cohort (defined as stable disease or progression), we observed the significant overexpression of genes, including SPP1 (log2foldchange 3.49, adj. p = 0.0112), CXCL13, CD48, and CLEC5A, accompanied by the significant enrichment of myeloid compartment and cytokine and chemokine signaling pathways, as well as neutrophils and macrophages. RNA-seq data revealed higher SPP1 expression (p = 0.0008) in tumor tissues over adjacent normal compartments. Immunohistochemistry showed a significant moderate positive correlation between SPP1 protein and gene expression (r = 0.7016; p < 0.00110), while higher SPP1 protein expression correlated with lower chemotherapeutic sensitivity in patient-derived angiosarcoma cell lines MOLAS and ISOHAS. In addition, SPP1 mRNA overexpression positively correlated with epithelioid histology (p = 0.007), higher tumor grade (p = 0.0023), non-head and neck location (p = 0.0576), and poorer overall survival outcomes (HR 1.84, 95% CI 1.07-3.18, p = 0.0288). There was no association with tumor mutational burden, tumor inflammation signature, the presence of human herpesvirus-7, ultraviolet exposure signature, and metastatic state at diagnosis. In conclusion, SPP1 overexpression may be a biomarker of chemoresistance and poor prognosis in angiosarcoma. Further investigation is needed to uncover the precise roles and underlying mechanisms of SPP1.

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期刊介绍: The International Journal of Molecular Sciences (ISSN 1422-0067) provides an advanced forum for chemistry, molecular physics (chemical physics and physical chemistry) and molecular biology. It publishes research articles, reviews, communications and short notes. Our aim is to encourage scientists to publish their theoretical and experimental results in as much detail as possible. Therefore, there is no restriction on the length of the papers or the number of electronics supplementary files. For articles with computational results, the full experimental details must be provided so that the results can be reproduced. Electronic files regarding the full details of the calculation and experimental procedure, if unable to be published in a normal way, can be deposited as supplementary material (including animated pictures, videos, interactive Excel sheets, software executables and others).
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