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癌症患者血浆中重复 RNA 序列的分析。

Profiling of repetitive RNA sequences in the blood plasma of patients with cancer.

机构信息

Department of Biomolecular Engineering, University of California Santa Cruz, Santa Cruz, CA, USA.

Department of Molecular, Cell and Developmental Biology, University of California Santa Cruz, Santa Cruz, CA, USA.

出版信息

Nat Biomed Eng. 2023 Dec;7(12):1627-1635. doi: 10.1038/s41551-023-01081-7. Epub 2023 Aug 31.

Abstract

Liquid biopsies provide a means for the profiling of cell-free RNAs secreted by cells throughout the body. Although well-annotated coding and non-coding transcripts in blood are readily detectable and can serve as biomarkers of disease, the overall diagnostic utility of the cell-free transcriptome remains unclear. Here we show that RNAs derived from transposable elements and other repeat elements are enriched in the cell-free transcriptome of patients with cancer, and that they serve as signatures for the accurate classification of the disease. We used repeat-element-aware liquid-biopsy technology and single-molecule nanopore sequencing to profile the cell-free transcriptome in plasma from patients with cancer and to examine millions of genomic features comprising all annotated genes and repeat elements throughout the genome. By aggregating individual repeat elements to the subfamily level, we found that samples with pancreatic cancer are enriched with specific Alu subfamilies, whereas other cancers have their own characteristic cell-free RNA profile. Our findings show that repetitive RNA sequences are abundant in blood and can be used as disease-specific diagnostic biomarkers.

摘要

液体活检提供了一种分析全身细胞分泌的游离 RNA 的方法。虽然血液中注释良好的编码和非编码转录本很容易被检测到,并可作为疾病的生物标志物,但游离转录组的整体诊断效用尚不清楚。在这里,我们表明,源自转座元件和其他重复元件的 RNA 在癌症患者的游离转录组中富集,并且它们可作为准确分类疾病的特征。我们使用了重复元件感知的液体活检技术和单分子纳米孔测序,来分析癌症患者血浆中的游离转录组,并检查包含基因组中所有注释基因和重复元件的数百万个基因组特征。通过将单个重复元件聚集到亚家族水平,我们发现胰腺癌样本富含特定的 Alu 亚家族,而其他癌症则具有其自身特征性的游离 RNA 图谱。我们的研究结果表明,重复 RNA 序列在血液中很丰富,可作为疾病特异性诊断生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3a40/10727983/aa56c3a1d0df/41551_2023_1081_Fig1_HTML.jpg

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