靶向治疗耐药性:揭示 RNA 甲基化调节剂和 TG-101,209 在泛癌症新辅助治疗中的潜力。

IF 11.4 1区 医学 Q1 ONCOLOGY Journal of Experimental & Clinical Cancer Research Pub Date : 2024-08-19 DOI:10.1186/s13046-024-03111-x
Yaoyao Zhou, Ziyun Liu, Cheng Gong, Jie Zhang, Jing Zhao, Xia Zhang, Xiangyu Liu, Bin Li, Rui Li, Zhenyu Shi, Yongjie Xie, Li Bao
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引用次数: 0

摘要

背景:尽管进行了综合治疗,但癌症患者的肿瘤复发率和死亡率仍然很高。新辅助化疗和免疫疗法旨在消除残余肿瘤细胞,降低复发风险。然而,新辅助治疗期间的耐药性是一个重大障碍。最近的研究表明,RNA甲基化调节因子(RMRs)与新辅助治疗反应之间存在相关性:我们采用多中心方法,整合了单细胞转录组学、全基因组测序、RNA测序、蛋白质组学、机器学习和体内/体外实验等先进技术。通过分析泛癌症队列,利用单细胞测序研究了新辅助化疗/免疫治疗效果与RNA甲基化之间的关联。多组学分析和机器学习算法确定了RMRs的基因组变异、转录失调和预后相关性,揭示了指导泛癌新辅助治疗分层的不同分子亚型:在泛癌症单细胞测序数据的支持下,我们的分析揭示了新辅助疗法疗效与RNA甲基化动态之间的密切联系。通过整合omics数据和机器学习算法,我们发现了RMR基因组变异、转录失调以及对泛癌预后的影响。高RMR表达的肿瘤显示出更多的基因组改变、免疫抑制微环境、较差的预后以及对新辅助治疗的耐药性。分子研究和体内/体外实验证实,JAK抑制剂TG-101,209对肿瘤的免疫微环境有显著影响,使高RMR表达的泛癌肿瘤,尤其是胰腺癌,更容易接受化疗和免疫治疗:这项研究强调了RMRs在泛癌症新辅助治疗中的关键作用,它是监测肿瘤微环境、患者预后和治疗反应的预测性生物标志物。RMRs的不同分子亚型有助于新辅助治疗中的个体化分层。结合 TG-101,209 辅助治疗是提高高 RMR 表达肿瘤对化疗和免疫疗法敏感性的一种有前途的策略。然而,要充分了解 RNA 甲基化调节剂的临床用途及其对患者预后的影响,还需要进一步的验证研究。
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Targeting treatment resistance: unveiling the potential of RNA methylation regulators and TG-101,209 in pan-cancer neoadjuvant therapy.

Background: Tumor recurrence and mortality rates remain challenging in cancer patients despite comprehensive treatment. Neoadjuvant chemotherapy and immunotherapy aim to eliminate residual tumor cells, reducing the risk of recurrence. However, drug resistance during neoadjuvant therapy is a significant hurdle. Recent studies suggest a correlation between RNA methylation regulators (RMRs) and response to neoadjuvant therapy.

Methods: Using a multi-center approach, we integrated advanced techniques such as single-cell transcriptomics, whole-genome sequencing, RNA sequencing, proteomics, machine learning, and in vivo/in vitro experiments. Analyzing pan-cancer cohorts, the association between neoadjuvant chemotherapy/immunotherapy effectiveness and RNA methylation using single-cell sequencing was investigated. Multi-omics analysis and machine learning algorithms identified genomic variations, transcriptional dysregulation, and prognostic relevance of RMRs, revealing distinct molecular subtypes guiding pan-cancer neoadjuvant therapy stratification.

Results: Our analysis unveiled a strong link between neoadjuvant therapy efficacy and RNA methylation dynamics, supported by pan-cancer single-cell sequencing data. Integration of omics data and machine learning algorithms identified RMR genomic variations, transcriptional dysregulation, and prognostic implications in pan-cancer. High-RMR-expressing tumors displayed increased genomic alterations, an immunosuppressive microenvironment, poorer prognosis, and resistance to neoadjuvant therapy. Molecular investigations and in vivo/in vitro experiments have substantiated that the JAK inhibitor TG-101,209 exerts notable effects on the immune microenvironment of tumors, rendering high-RMR-expressing pan-cancer tumors, particularly in pancreatic cancer, more susceptible to chemotherapy and immunotherapy.

Conclusions: This study emphasizes the pivotal role of RMRs in pan-cancer neoadjuvant therapy, serving as predictive biomarkers for monitoring the tumor microenvironment, patient prognosis, and therapeutic response. Distinct molecular subtypes of RMRs aid individualized stratification in neoadjuvant therapy. Combining TG-101,209 adjuvant therapy presents a promising strategy to enhance the sensitivity of high-RMR-expressing tumors to chemotherapy and immunotherapy. However, further validation studies are necessary to fully understand the clinical utility of RNA methylation regulators and their impact on patient outcomes.

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来源期刊
CiteScore
18.20
自引率
1.80%
发文量
333
审稿时长
1 months
期刊介绍: The Journal of Experimental & Clinical Cancer Research is an esteemed peer-reviewed publication that focuses on cancer research, encompassing everything from fundamental discoveries to practical applications. We welcome submissions that showcase groundbreaking advancements in the field of cancer research, especially those that bridge the gap between laboratory findings and clinical implementation. Our goal is to foster a deeper understanding of cancer, improve prevention and detection strategies, facilitate accurate diagnosis, and enhance treatment options. We are particularly interested in manuscripts that shed light on the mechanisms behind the development and progression of cancer, including metastasis. Additionally, we encourage submissions that explore molecular alterations or biomarkers that can help predict the efficacy of different treatments or identify drug resistance. Translational research related to targeted therapies, personalized medicine, tumor immunotherapy, and innovative approaches applicable to clinical investigations are also of great interest to us. We provide a platform for the dissemination of large-scale molecular characterizations of human tumors and encourage researchers to share their insights, discoveries, and methodologies with the wider scientific community. By publishing high-quality research articles, reviews, and commentaries, the Journal of Experimental & Clinical Cancer Research strives to contribute to the continuous improvement of cancer care and make a meaningful impact on patients' lives.
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