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,...
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doaj-fafa1d50a89b42f7805cd8c31f95b2b62020-11-24T21:41:56ZengHindawi LimitedBioMed Research International2314-61332314-61412020-01-01202010.1155/2020/93491329349132DV200 Index for Assessing RNA Integrity in Next-Generation SequencingTakehiro Matsubara0Junichi Soh1Mizuki Morita2Takahiro Uwabo3Shuta Tomida4Toshiyoshi Fujiwara5Susumu Kanazawa6Shinichi Toyooka7Akira Hirasawa8Okayama University Hospital Biobank, Okayama University Hospital, JapanDepartment of Surgery, Division of Thoracic Surgery, Kindai University Faculty of Medicine, JapanDepartment of Biomedical Informatics, Okayama University Graduate School of Interdisciplinary Science and Engineering in Health Systems, JapanDepartment of Biomedical Informatics, Okayama University Graduate School of Interdisciplinary Science and Engineering in Health Systems, JapanDepartment of Biobank, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, JapanDepartment of Gastroenterological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, JapanDepartment of Radiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, JapanDepartment of General Thoracic Surgery, Breast and Endocrinological Surgery, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, JapanDepartment of Clinical Genomic Medicine, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, JapanPoor 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 (1st PCR product per input RNA). The DV200 measure showed stronger correlation with the amount of library product than the RINe (R2=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 1st 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 1st NGS library product per input.http://dx.doi.org/10.1155/2020/9349132 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Takehiro Matsubara Junichi Soh Mizuki Morita Takahiro Uwabo Shuta Tomida Toshiyoshi Fujiwara Susumu Kanazawa Shinichi Toyooka Akira Hirasawa |
spellingShingle |
Takehiro Matsubara Junichi Soh Mizuki Morita Takahiro Uwabo Shuta Tomida Toshiyoshi Fujiwara Susumu Kanazawa Shinichi Toyooka Akira Hirasawa DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing BioMed Research International |
author_facet |
Takehiro Matsubara Junichi Soh Mizuki Morita Takahiro Uwabo Shuta Tomida Toshiyoshi Fujiwara Susumu Kanazawa Shinichi Toyooka Akira Hirasawa |
author_sort |
Takehiro Matsubara |
title |
DV200 Index for Assessing RNA Integrity in Next-Generation Sequencing |
title_short |
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_sort |
dv200 index for assessing rna integrity in next-generation sequencing |
publisher |
Hindawi Limited |
series |
BioMed Research International |
issn |
2314-6133 2314-6141 |
publishDate |
2020-01-01 |
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 (1st PCR product per input RNA). The DV200 measure showed stronger correlation with the amount of library product than the RINe (R2=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 1st 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 1st NGS library product per input. |
url |
http://dx.doi.org/10.1155/2020/9349132 |
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