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单细胞剖析高级别浆液性卵巢癌的多组学图谱。

Single-Cell Dissection of the Multiomic Landscape of High-Grade Serous Ovarian Cancer.

机构信息

School of Life Sciences, Biomedical Pioneering Innovation Center, Department of Obstetrics and Gynecology, People's Hospital, Peking University, Beijing, China.

Ministry of Education Key Laboratory of Cell Proliferation and Differentiation, Peking University, Beijing, China.

出版信息

Cancer Res. 2022 Nov 2;82(21):3903-3916. doi: 10.1158/0008-5472.CAN-21-3819.

Abstract

UNLABELLED

High-grade serous cancer (HGSC) is the most common subtype of ovarian cancer. HGSC is highly aggressive with poor patient outcomes, and a deeper understanding of HGSC tumorigenesis could help guide future treatment development. To systematically characterize the underlying pathologic mechanisms and intratumoral heterogeneity in human HGSC, we used an optimized single-cell multiomics sequencing technology to simultaneously analyze somatic copy-number alterations (SCNA), DNA methylation, chromatin accessibility, and transcriptome in individual cancer cells. Genes associated with interferon signaling, metallothioneins, and metabolism were commonly upregulated in ovarian cancer cells. Integrated multiomics analyses revealed that upregulation of interferon signaling and metallothioneins was influenced by both demethylation of their promoters and hypomethylation of satellites and LINE1, and potential key transcription factors regulating glycolysis using chromatin accessibility data were uncovered. In addition, gene expression and DNA methylation displayed similar patterns in matched primary and abdominal metastatic tumor cells of the same genetic lineage, suggesting that metastatic cells potentially preexist in the subclones of primary tumors. Finally, the lineages of cancer cells with higher residual DNA methylation levels and upregulated expression of CCN1 and HSP90AA1 presented greater metastatic potential. This study characterizes the critical genetic, epigenetic, and transcriptomic features and their mutual regulatory relationships in ovarian cancer, providing valuable resources for identifying new molecular mechanisms and potential therapeutic targets for HGSC.

SIGNIFICANCE

Integrated analysis of multiomic changes and epigenetic regulation in high-grade serous ovarian cancer provides insights into the molecular characteristics of this disease, which could help improve diagnosis and treatment.

摘要

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高级别浆液性卵巢癌(HGSC)是卵巢癌最常见的亚型。HGSC 具有高度侵袭性,患者预后较差,深入了解 HGSC 的肿瘤发生机制有助于指导未来的治疗发展。为了系统地描述人类 HGSC 中的潜在病理机制和肿瘤内异质性,我们使用优化的单细胞多组学测序技术,同时分析单个癌细胞中的体细胞拷贝数改变(SCNA)、DNA 甲基化、染色质可及性和转录组。与干扰素信号、金属硫蛋白和代谢相关的基因在卵巢癌细胞中普遍上调。整合的多组学分析显示,干扰素信号和金属硫蛋白的上调既受其启动子去甲基化的影响,也受卫星和 LINE1 低甲基化的影响,利用染色质可及性数据揭示了潜在调节糖酵解的关键转录因子。此外,基因表达和 DNA 甲基化在同一遗传谱系的配对原发性和腹部转移性肿瘤细胞中呈现相似的模式,表明转移性细胞可能预先存在于原发性肿瘤的亚克隆中。最后,残留 DNA 甲基化水平较高且 CCN1 和 HSP90AA1 表达上调的癌细胞谱系表现出更大的转移潜力。这项研究描述了卵巢癌中关键的遗传、表观遗传和转录组特征及其相互调节关系,为鉴定 HGSC 的新分子机制和潜在治疗靶点提供了有价值的资源。

意义

高级别浆液性卵巢癌的多组学变化和表观遗传调控的综合分析提供了对该疾病分子特征的深入了解,这有助于改善诊断和治疗。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed03/9627134/3cc2ce2bb27f/3903fig1.jpg

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