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DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing
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,...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7063185/ https://www.ncbi.nlm.nih.gov/pubmed/32185225 http://dx.doi.org/10.1155/2020/9349132 |
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author | Matsubara, Takehiro Soh, Junichi Morita, Mizuki Uwabo, Takahiro Tomida, Shuta Fujiwara, Toshiyoshi Kanazawa, Susumu Toyooka, Shinichi Hirasawa, Akira |
author_facet | Matsubara, Takehiro Soh, Junichi Morita, Mizuki Uwabo, Takahiro Tomida, Shuta Fujiwara, Toshiyoshi Kanazawa, Susumu Toyooka, Shinichi Hirasawa, Akira |
author_sort | Matsubara, Takehiro |
collection | PubMed |
description | 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 (n = 30), fresh-frozen samples (n = 25), or cell lines (n = 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(st) PCR product per input RNA). The DV200 measure showed stronger correlation with the amount of library product than the RINe (R(2) = 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(st) 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(st) NGS library product per input. |
format | Online Article Text |
id | pubmed-7063185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-70631852020-03-17 DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing Matsubara, Takehiro Soh, Junichi Morita, Mizuki Uwabo, Takahiro Tomida, Shuta Fujiwara, Toshiyoshi Kanazawa, Susumu Toyooka, Shinichi Hirasawa, Akira Biomed Res Int Research Article 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 (n = 30), fresh-frozen samples (n = 25), or cell lines (n = 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(st) PCR product per input RNA). The DV200 measure showed stronger correlation with the amount of library product than the RINe (R(2) = 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(st) 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(st) NGS library product per input. Hindawi 2020-02-25 /pmc/articles/PMC7063185/ /pubmed/32185225 http://dx.doi.org/10.1155/2020/9349132 Text en Copyright © 2020 Takehiro Matsubara et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Matsubara, Takehiro Soh, Junichi Morita, Mizuki Uwabo, Takahiro Tomida, Shuta Fujiwara, Toshiyoshi Kanazawa, Susumu Toyooka, Shinichi Hirasawa, Akira DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title | DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_full | DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_fullStr | DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_full_unstemmed | DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_short | DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_sort | dv200 index for assessing rna integrity in next-generation sequencing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7063185/ https://www.ncbi.nlm.nih.gov/pubmed/32185225 http://dx.doi.org/10.1155/2020/9349132 |
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