Universiti Kebangsaan Malaysia (UKM) Medical Molecular Biology Institute (UMBI), Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia.
Novel Bacteria and Drug Discovery Research Group, Microbiome and Bioresource Research Strength, Jeffrey Cheah School of Medicine and Health Sciences, Monash University Malaysia, Subang Jaya, Selangor, Malaysia.
Front Immunol. 2022 Aug 10;13:959705. doi: 10.3389/fimmu.2022.959705. eCollection 2022.
Single cell RNA sequencing (scRNA-seq) is a novel high-throughput technique that enables the investigation of a single cell's entire transcriptome. It elucidates intricate cellular networks and generates indices that will eventually enable the development of more targeted and personalized medications. The importance of scRNA-seq has been highlighted in complex biological systems such as cancer and the immune system, which exhibit significant cellular heterogeneity. Colorectal cancer (CRC) is the third most common type of cancer and the second leading cause of cancer-related death globally. Chemotherapy continues to be used to treat these patients. However, 5-FU has been utilized in chemotherapy regimens with oxaliplatin and irinotecan since the 1960s and is still used today. Additionally, chemotherapy-resistant metastatic CRCs with poor prognoses have been treated with immunotherapy employing monoclonal antibodies, immune checkpoint inhibitors, adoptive cell therapy and cancer vaccines. Personalized immunotherapy employing tumor-specific neoantigens allows for treating each patient as a distinct group. Sequencing and multi-omics approaches have helped us identify patients more precisely in the last decade. The introduction of modern methods and neoantigen-based immunotherapy may usher in a new era in treating CRC. The unmet goal is to better understand the cellular and molecular mechanisms that contribute to CRC pathogenesis and resistance to treatment, identify novel therapeutic targets, and make more stratified and informed treatment decisions using single cell approaches. This review summarizes current scRNA-seq utilization in CRC research, examining its potential utility in the development of precision immunotherapy for CRC.
单细胞 RNA 测序 (scRNA-seq) 是一种新型高通量技术,可用于研究单个细胞的整个转录组。它阐明了复杂的细胞网络,并生成了指标,最终将能够开发出更有针对性和个性化的药物。scRNA-seq 在癌症和免疫系统等复杂生物系统中的重要性已经得到了强调,这些系统表现出显著的细胞异质性。结直肠癌 (CRC) 是全球第三常见的癌症类型,也是癌症相关死亡的第二大主要原因。化疗继续用于治疗这些患者。然而,自 20 世纪 60 年代以来,5-FU 一直与奥沙利铂和伊立替康联合用于化疗方案中,并且至今仍在使用。此外,采用单克隆抗体、免疫检查点抑制剂、过继细胞疗法和癌症疫苗的免疫疗法已经治疗了预后不良的化疗耐药转移性 CRC。利用肿瘤特异性新抗原的个性化免疫疗法可以将每个患者视为一个独特的群体。测序和多组学方法在过去十年中帮助我们更准确地识别患者。现代方法和基于新抗原的免疫疗法的引入可能开创 CRC 治疗的新时代。未满足的目标是更好地了解导致 CRC 发病机制和治疗耐药性的细胞和分子机制,确定新的治疗靶点,并使用单细胞方法做出更具分层和知情的治疗决策。这篇综述总结了目前 scRNA-seq 在 CRC 研究中的应用,探讨了其在开发 CRC 精准免疫疗法中的潜在应用。