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Identification of urinary exosomal noncoding RNAs as novel biomarkers in chronic kidney disease

机译:鉴定尿上外泌体非定量RNA作为慢性肾病新型生物标志物

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In chronic kidney disease (CKD), the decline in the glomerular filtration rate is associated with increased morbidity and mortality and thus poses a major challenge for healthcare systems. While the contribution of tissue-derived miRNAs and mRNAs to CKD progression has been extensively studied, little is known about the role of urinary exosomes and their association with CKD. Exosomes are small, membrane-derived endocytic vesicles that contribute to cell-to-cell communication and are present in various body fluids, such as blood or urine. Next-generation sequencing approaches have revealed that exosomes are enriched in noncoding RNAs and thus exhibit great potential for sensitive nucleic acid biomarkers in various human diseases. Therefore, in this study we aimed to identify urinary exosomal ncRNAs as novel biomarkers for diagnosis of CKD. Since up to now most approaches have focused on the class of miRNAs, we extended our analysis to several other noncoding RNA classes, such as tRNAs, tRNA fragments (tRFs), mitochondrial tRNAs, or lincRNAs. For their computational identification from RNA-seq data, we developed a novel computational pipeline, designated as ncRNASeqScan. By these analyses, in CKD patients we identified 30 differentially expressed ncRNAs, derived from urinary exosomes, as suitable biomarkers for early diagnosis. Thereby, miRNA-181a appeared as the most robust and stable potential biomarker, being significantly decreased by about 200-fold in exosomes of CKD patients compared to healthy controls. Using a cell culture system for CKD indicated that urinary exosomes might indeed originate from renal proximal tubular epithelial cells.
机译:在慢性肾病(CKD)中,肾小球过滤率的下降与发病率和死亡率增加有关,因此对医疗系统构成了重大挑战。虽然组织衍生的miRNA和MRNA对CKD进展的贡献已经过度研究,但对于泌尿外来泌尿元件及其与CKD的关联而众所周知。外泌体是较小的膜衍生的内肾上腺囊泡,其有助于细胞 - 细胞连通,并且存在于各种体液中,例如血液或尿液。下一代测序方法揭示了外泌体富含非编码RNA,因此表现出各种人类疾病中敏感核酸生物标志物的巨大潜力。因此,在这项研究中,我们旨在识别泌尿前的外泌体NCRNA作为新型生物标志物,用于诊断CKD。由于目前大多数方法都集中在MiRNA类上,我们将我们的分析扩展到其他几种非编码RNA类,例如TRNA,TRNA片段(TRF),线粒体TRNA或LINCRNA。对于从RNA-SEQ数据的计算识别,我们开发了一种新颖的计算管道,指定为NcrnaseQscan。通过这些分析,在CKD患者中,我们鉴定了衍生自泌尿外虫的30个差异表达的NCRNA,作为早期诊断的合适生物标志物。由此,MiRNA-181a出现为最强大,稳定的潜在生物标志物,与健康对照相比,CKD患者的外来体显着降低约200倍。使用用于CKD的细胞培养系统表明尿上外泌体可能确实来自肾近端管状上皮细胞。

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