RNA methylation sequencing shows different gene expression signatures for response to azacytidine therapy in high-grade myelodysplastic syndromes

Diana Gulei, Vlad Moisoiu, David Kegyes, Rares Drula, Sabina Iluta, Adrian Bogdan Tigu, Madalina Nistor, Ciprian Jitaru, Anamaria Bancos, Petra Rotariu, Corina Popovici, Delia Dima, Radu Tomai, Ioana Rus, Catalin Constantinescu, Raluca Munteanu, Diana Cenariu, Ugur Sezerman, Mihnea Zdrenghea, Jaroslav Cermak, Hermann Einsele, Gabriel Ghiaur, Ciprian Tomuleasa
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Abstract

Myelodysplastic syndromes (MDS) are myeloid malignancies with heterogeneous genotypes and phenotypes, characterized by ineffective haematopoiesis and a high risk of progression towards acute myeloid leukaemia (AML). Prognosis for patients treated with hypomethylating agents (HMAs), as is azacytidine, the main drug used as frontline therapy for MDS is mostly based on cytogenetics and next generation sequencing (NGS) of the initial myeloid clone. Although the critical influence of the epigenetic landscape upon cancer cells survival and development as well on tumour environment establishment is currently recognized and approached within current clinical practice in MDS, the heterogenous response of the patients to epigenetic therapy is suggesting a more complex mechanism of action, as is the case of RNA methylation. In this sense, the newly emerging field of epitranscriptomics could provide a more comprehensive perspective upon the modulation of gene expression in malignancies, as is the proof-of-concept of MDS. We initially did RNA methylation sequencing on MDS patients (n = 6) treated with azacytidine and compared responders with non-responders. Afterwards, the genes identified were assessed in vitro and afterwards validated on a larger cohort of MDS patients treated with azacytidine (n = 58). Our data show that a more accurate prognosis could be based on analysing the methylome and thus we used methylation sequencing to differentially split high-grade MDS patients with identical demographical and cytogenetic features, between azacytidine responders and non-responders.

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RNA甲基化测序显示高级别骨髓增生异常综合征患者对阿扎胞苷治疗反应的不同基因表达特征。
骨髓增生异常综合征(MDS)是一种具有异质性基因型和表型的骨髓恶性肿瘤,其特点是造血功能低下,极易发展为急性髓性白血病(AML)。对接受低甲基化药物(HMAs)治疗的患者的预后判断主要基于细胞遗传学和初始髓系克隆的新一代测序(NGS),而氮杂胞苷是用于 MDS 一线治疗的主要药物。虽然目前在 MDS 的临床实践中已经认识到表观遗传学对癌细胞生存和发展以及肿瘤环境形成的重要影响,但患者对表观遗传学疗法的不同反应表明,其作用机制更为复杂,RNA 甲基化也是如此。从这个意义上说,表观转录组学这一新兴领域可以为恶性肿瘤中的基因表达调控提供更全面的视角,MDS 的概念证明也是如此。我们首先对接受阿扎胞苷治疗的 MDS 患者(n = 6)进行了 RNA 甲基化测序,并比较了应答者和非应答者。随后,我们在体外对鉴定出的基因进行了评估,并在更大范围内对接受氮杂胞苷治疗的 MDS 患者(n = 58)进行了验证。我们的数据显示,通过分析甲基组可以更准确地预测预后,因此我们利用甲基化测序技术将具有相同人口统计学和细胞遗传学特征的高级别 MDS 患者区分为阿扎胞苷应答者和非应答者。
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期刊介绍: The Journal of Cellular and Molecular Medicine serves as a bridge between physiology and cellular medicine, as well as molecular biology and molecular therapeutics. With a 20-year history, the journal adopts an interdisciplinary approach to showcase innovative discoveries. It publishes research aimed at advancing the collective understanding of the cellular and molecular mechanisms underlying diseases. The journal emphasizes translational studies that translate this knowledge into therapeutic strategies. Being fully open access, the journal is accessible to all readers.
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