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单细胞 RNA 测序和空间转录组学为头颈部癌症的生物学、疾病进展和治疗反应带来新视角。

New perspectives on biology, disease progression, and therapy response of head and neck cancer gained from single cell RNA sequencing and spatial transcriptomics.

机构信息

Division of Oncology, Department of Medicine I, Medical University of Vienna, Vienna, 1090, Austria.

Ludwig Boltzmann Institute for Hematology and Oncology, Medical University of Vienna, Vienna, 1090, Austria.

出版信息

Oncol Res. 2023 Nov 15;32(1):1-17. doi: 10.32604/or.2023.044774. eCollection 2023.

Abstract

Head and neck squamous cell carcinoma (HNSCC) is one of the most frequent cancers worldwide. The main risk factors are consumption of tobacco products and alcohol, as well as infection with human papilloma virus. Approved therapeutic options comprise surgery, radiation, chemotherapy, targeted therapy through epidermal growth factor receptor inhibition, and immunotherapy, but outcome has remained unsatisfactory due to recurrence rates of ~50% and the frequent occurrence of second primaries. The availability of the human genome sequence at the beginning of the millennium heralded the omics era, in which rapid technological progress has advanced our knowledge of the molecular biology of malignant diseases, including HNSCC, at an unprecedented pace. Initially, microarray-based methods, followed by approaches based on next-generation sequencing, were applied to study the genetics, epigenetics, and gene expression patterns of bulk tumors. More recently, the advent of single-cell RNA sequencing (scRNAseq) and spatial transcriptomics methods has facilitated the investigation of the heterogeneity between and within different cell populations in the tumor microenvironment (e.g., cancer cells, fibroblasts, immune cells, endothelial cells), led to the discovery of novel cell types, and advanced the discovery of cell-cell communication within tumors. This review provides an overview of scRNAseq, spatial transcriptomics, and the associated bioinformatics methods, and summarizes how their application has promoted our understanding of the emergence, composition, progression, and therapy responsiveness of, and intercellular signaling within, HNSCC.

摘要

头颈部鳞状细胞癌(HNSCC)是全球最常见的癌症之一。主要危险因素是消费烟草产品和酒精,以及人乳头瘤病毒感染。经批准的治疗方案包括手术、放疗、化疗、通过表皮生长因子受体抑制的靶向治疗和免疫治疗,但由于复发率约为 50%和第二原发肿瘤的频繁发生,治疗效果仍不理想。千禧年伊始人类基因组序列的问世标志着组学时代的到来,在这个时代,快速的技术进步以前所未有的速度推进了我们对恶性疾病(包括 HNSCC)分子生物学的认识。最初,基于微阵列的方法,接着是基于下一代测序的方法,被应用于研究批量肿瘤的遗传学、表观遗传学和基因表达模式。最近,单细胞 RNA 测序(scRNAseq)和空间转录组学方法的出现促进了对肿瘤微环境中不同细胞群体之间和内部异质性的研究(例如,癌细胞、成纤维细胞、免疫细胞、内皮细胞),发现了新的细胞类型,并促进了肿瘤内细胞间通讯的发现。这篇综述概述了 scRNAseq、空间转录组学和相关的生物信息学方法,并总结了它们的应用如何促进我们对头颈部鳞状细胞癌的发生、组成、进展和治疗反应性以及细胞间信号的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ac8/10767240/73811c2de542/OncolRes-32-44774-f001.jpg

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