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Circulating Small Noncoding RNAs Have Specific Expression Patterns in Plasma and Extracellular Vesicles in Myelodysplastic Syndromes and Are Predictive of Patient Outcome

机译:循环中的非编码小RNA在骨髓增生异常综合征的血浆和细胞外囊泡中具有特定的表达模式并且可以预测患者的结果

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摘要

Myelodysplastic syndromes (MDS) are hematopoietic stem cell disorders with large heterogeneity at the clinical and molecular levels. As diagnostic procedures shift from bone marrow biopsies towards less invasive techniques, circulating small noncoding RNAs (sncRNAs) have become of particular interest as potential novel noninvasive biomarkers of the disease. We aimed to characterize the expression profiles of circulating sncRNAs of MDS patients and to search for specific RNAs applicable as potential biomarkers. We performed small RNA-seq in paired samples of total plasma and plasma-derived extracellular vesicles (EVs) obtained from 42 patients and 17 healthy controls and analyzed the data with respect to the stage of the disease, patient survival, response to azacitidine, mutational status, and RNA editing. Significantly higher amounts of RNA material and a striking imbalance in RNA content between plasma and EVs (more than 400 significantly deregulated sncRNAs) were found in MDS patients compared to healthy controls. Moreover, the RNA content of EV cargo was more homogeneous than that of total plasma, and different RNAs were deregulated in these two types of material. Differential expression analyses identified that many hematopoiesis-related miRNAs (e.g., miR-34a, miR-125a, and miR-150) were significantly increased in MDS and that miRNAs clustered on 14q32 were specifically increased in early MDS. Only low numbers of circulating sncRNAs were significantly associated with somatic mutations in the or genes. Survival analysis defined a signature of four sncRNAs (miR-1237-3p, U33, hsa_piR_019420, and miR-548av-5p measured in EVs) as the most significantly associated with overall survival (HR = 5.866, < 0.001). In total plasma, we identified five circulating miRNAs (miR-423-5p, miR-126-3p, miR-151a-3p, miR-125a-5p, and miR-199a-3p) whose combined expression levels could predict the response to azacitidine treatment. In conclusion, our data demonstrate that circulating sncRNAs show specific patterns in MDS and that their expression changes during disease progression, providing a rationale for the potential clinical usefulness of circulating sncRNAs in MDS prognosis. However, monitoring sncRNA levels in total plasma or in the EV fraction does not reflect one another, instead, they seem to represent distinctive snapshots of the disease and the data should be interpreted circumspectly with respect to the type of material analyzed.
机译:骨髓增生异常综合症(MDS)是造血干细胞疾病,在临床和分子水平上具有很大的异质性。随着诊断程序从骨髓活检转向侵入性较小的技术,循环的小型非编码RNA(sncRNA)已成为该病潜在的新型非侵入性生物标记,引起了人们的特别关注。我们旨在表征MDS患者循环sncRNA的表达谱,并寻找可作为潜在生物标志物的特定RNA。我们对来自42位患者和17位健康对照的总血浆和血浆来源的细胞外囊泡(EV)的配对样本进行了小RNA序列分析,并分析了有关疾病阶段,患者生存率,对阿扎胞苷的反应,突变的数据状态和RNA编辑。与健康对照组相比,在MDS患者中发现血浆和EV之间显着更高的RNA物质含量以及RNA含量的显着失衡(超过400个显着失调的sncRNA)。此外,EV货物的RNA含量比总血浆的RNA含量更均一,并且在这两种类型的材料中不同的RNA被解除管制。差异表达分析表明,许多造血相关的miRNA(例如miR-34a,miR-125a和miR-150)在MDS中显着增加,而聚集在14q32上的miRNA在早期MDS中特别增加。只有少量循环中的sncRNA与或基因中的体细胞突变显着相关。生存分析将四个sncRNA(在EV中测得的miR-1237-3p,U33,hsa_piR_019420和miR-548av-5p)的特征定义为与总生存期最显着相关(HR = 5.866,<0.001)。在总血浆中,我们鉴定了五个循环的miRNA(miR-423-5p,miR-126-3p,miR-151a-3p,miR-125a-5p和miR-199a-3p),它们的表达水平可以预测对阿扎胞苷治疗。总之,我们的数据表明循环中的sncRNA在MDS中显示出特定的模式,并且它们的表达在疾病进展过程中发生变化,从而为循环中的sncRNA在MDS预后中的潜在临床实用性提供了理论依据。但是,监测总血浆或EV馏分中的sncRNA水平并不能相互反映,相反,它们似乎代表了该疾病的独特快照,应根据所分析材料的类型对数据进行适当解释。

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