Department of Bioengineering, University of California San Diego, La Jolla, CA 92093.
Genemo Inc., San Diego, CA 92121.
Proc Natl Acad Sci U S A. 2019 Sep 17;116(38):19200-19208. doi: 10.1073/pnas.1908252116. Epub 2019 Sep 3.
Extracellular RNAs (exRNAs) are present in human serum. It remains unclear to what extent these circulating exRNAs may reflect human physiologic and disease states. Here, we developed SILVER-seq (Small Input Liquid Volume Extracellular RNA Sequencing) to efficiently sequence both integral and fragmented exRNAs from a small droplet (5 μL to 7 μL) of liquid biopsy. We calibrated SILVER-seq in reference to other RNA sequencing methods based on milliliters of input serum and quantified droplet-to-droplet and donor-to-donor variations. We carried out SILVER-seq on more than 150 serum droplets from male and female donors ranging from 18 y to 48 y of age. SILVER-seq detected exRNAs from more than a quarter of the human genes, including small RNAs and fragments of mRNAs and long noncoding RNAs (lncRNAs). The detected exRNAs included those derived from genes with tissue (e.g., brain)-specific expression. The exRNA expression levels separated the male and female samples and were correlated with chronological age. Noncancer and breast cancer donors exhibited pronounced differences, whereas donors with or without cancer recurrence exhibited moderate differences in exRNA expression patterns. Even without using differentially expressed exRNAs as features, nearly all cancer and noncancer samples and a large portion of the recurrence and nonrecurrence samples could be correctly classified by exRNA expression values. These data suggest the potential of using exRNAs in a single droplet of serum for liquid biopsy-based diagnostics.
细胞外 RNA(exRNA)存在于人类血清中。目前尚不清楚这些循环 exRNA 在多大程度上可以反映人体的生理和疾病状态。在这里,我们开发了 SILVER-seq(小体积液体活检外 RNA 测序),可以从 5μL 至 7μL 的液体活检小样本中有效地对完整和碎片化的 exRNA 进行测序。我们基于毫升输入血清的其他 RNA 测序方法对 SILVER-seq 进行了校准,并对液滴间和供体间的差异进行了定量。我们对 150 多个来自 18 岁至 48 岁的男性和女性供体的血清液滴进行了 SILVER-seq 检测。SILVER-seq 检测到了超过四分之一的人类基因的 exRNA,包括小 RNA 以及 mRNA 和长非编码 RNA(lncRNA)的片段。检测到的 exRNA 包括那些来源于具有组织(如脑)特异性表达的基因的 exRNA。exRNA 表达水平可以区分男性和女性样本,并与实际年龄相关。非癌症和乳腺癌供体表现出明显的差异,而有无癌症复发的供体在 exRNA 表达模式上表现出中等差异。即使不将差异表达的 exRNA 用作特征,几乎所有的癌症和非癌症样本以及很大一部分的复发和非复发样本都可以通过 exRNA 表达值进行正确分类。这些数据表明,使用单个血清液滴中的 exRNA 进行基于液体活检的诊断具有一定的潜力。