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用于评估下一代测序中 RNA 完整性的 DV200 指数。

DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing.

机构信息

Okayama University Hospital Biobank, Okayama University Hospital, Japan.

Department of Surgery, Division of Thoracic Surgery, Kindai University Faculty of Medicine, Japan.

出版信息

Biomed Res Int. 2020 Feb 25;2020:9349132. doi: 10.1155/2020/9349132. eCollection 2020.

Abstract

Poor quality of biological samples will result in an inaccurate analysis of next-generation sequencing (NGS). Therefore, methods to accurately evaluate sample integrity are needed. Among methods for evaluating RNA quality, the RNA integrity number equivalent (RINe) is widely used, whereas the DV200, which evaluates the percentage of fragments of >200 nucleotides, is also used as a quality assessment standard. In this study, we compared the RINe and DV200 RNA quality indexes to determine the most suitable RNA index for the NGS analysis. Seventy-one RNA samples were extracted from formalin-fixed paraffin-embedded tissue samples ( = 30), fresh-frozen samples ( = 25), or cell lines ( = 16). After assessing RNA quality using the RINe and DV200, we prepared two kinds of stranded mRNA sequencing libraries. Finally, we calculated the correlation between each RNA quality index and the amount of library product (1 PCR product per input RNA). The DV200 measure showed stronger correlation with the amount of library product than the RINe ( = 0.8208 for the DV200 versus 0.6927 for the RINe). Receiver operating characteristic curve analyses revealed that the DV200 was the better marker for predicting efficient library production than the RINe using a threshold of >10 ng/ng for the amount of the 1 PCR product per input RNA (cutoff value for the RINe and DV200, 2.3 and 66.1%; area under the curve, 0.99 and 0.91; sensitivity, 82% and 92%; and specificity, 93% and 100%, respectively). Our results indicate that NGS libraries prepared using RNA samples with the DV200 value > 66.1% exhibit greater sensitivity and specificity than those prepared with the RINe values > 2.3. These findings suggest that the DV200 is superior to the RINe, especially for low-quality RNA, because it is a more consistent assessment of the amount of the 1 NGS library product per input.

摘要

样本质量差会导致下一代测序(NGS)分析不准确。因此,需要准确评估样本完整性的方法。在评估 RNA 质量的方法中,RNA 完整性数等效值(RINe)被广泛使用,而评估 >200 个核苷酸片段百分比的 DV200 也被用作质量评估标准。在这项研究中,我们比较了 RINe 和 DV200 RNA 质量指标,以确定最适合 NGS 分析的 RNA 指标。从福尔马林固定石蜡包埋组织样本(=30)、新鲜冷冻样本(=25)或细胞系(=16)中提取了 71 个 RNA 样本。使用 RINe 和 DV200 评估 RNA 质量后,我们制备了两种 stranded mRNA 测序文库。最后,我们计算了每个 RNA 质量指标与文库产物量(每个输入 RNA 的 1 PCR 产物)之间的相关性。与 RINe 相比,DV200 测量与文库产物量的相关性更强(DV200 为 0.8208,RINe 为 0.6927)。受试者工作特征曲线分析表明,使用每个输入 RNA 的 1 PCR 产物量 >10ng/ng 作为阈值,DV200 是预测高效文库产量的更好标记物,而不是 RINe(RINe 和 DV200 的截止值分别为 2.3 和 66.1%;曲线下面积分别为 0.99 和 0.91;敏感性分别为 82%和 92%;特异性分别为 93%和 100%)。我们的结果表明,使用 DV200 值 >66.1%的 RNA 样本制备的 NGS 文库比使用 RINe 值 >2.3 的文库具有更高的敏感性和特异性。这些发现表明,DV200 优于 RINe,特别是对于低质量的 RNA,因为它是对输入的每个 NGS 文库产物量的更一致的评估。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/278b/7063185/7f10b2fb706b/BMRI2020-9349132.001.jpg

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