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CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing
Results of massive parallel sequencing-by-synthesis vary depending on the sequencing approach. CoolMPS™ is a new sequencing chemistry that incorporates bases by labeled antibodies. To evaluate the performance, we sequenced 240 human non-coding RNA samples (dementia patients and controls) with and wi...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7826284/ https://www.ncbi.nlm.nih.gov/pubmed/33290507 http://dx.doi.org/10.1093/nar/gkaa1122 |
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author | Li, Yongping Fehlmann, Tobias Borcherding, Adam Drmanac, Snezana Liu, Sophie Groeger, Laura Xu, Chongjun Callow, Matthew Villarosa, Christian Jorjorian, Alexander Kern, Fabian Grammes, Nadja Meese, Eckart Jiang, Hui Drmanac, Radoje Ludwig, Nicole Keller, Andreas |
author_facet | Li, Yongping Fehlmann, Tobias Borcherding, Adam Drmanac, Snezana Liu, Sophie Groeger, Laura Xu, Chongjun Callow, Matthew Villarosa, Christian Jorjorian, Alexander Kern, Fabian Grammes, Nadja Meese, Eckart Jiang, Hui Drmanac, Radoje Ludwig, Nicole Keller, Andreas |
author_sort | Li, Yongping |
collection | PubMed |
description | Results of massive parallel sequencing-by-synthesis vary depending on the sequencing approach. CoolMPS™ is a new sequencing chemistry that incorporates bases by labeled antibodies. To evaluate the performance, we sequenced 240 human non-coding RNA samples (dementia patients and controls) with and without CoolMPS. The Q30 value as indicator of the per base sequencing quality increased from 91.8 to 94%. The higher quality was reached across the whole read length. Likewise, the percentage of reads mapping to the human genome increased from 84.9 to 86.2%. For both technologies, we computed similar distributions between different RNA classes (miRNA, piRNA, tRNA, snoRNA and yRNA) and within the classes. While standard sequencing-by-synthesis allowed to recover more annotated miRNAs, CoolMPS yielded more novel miRNAs. The correlation between the two methods was 0.97. Evaluating the diagnostic performance, we observed lower minimal P-values for CoolMPS (adjusted P-value of 0.0006 versus 0.0004) and larger effect sizes (Cohen's d of 0.878 versus 0.9). Validating 19 miRNAs resulted in a correlation of 0.852 between CoolMPS and reverse transcriptase-quantitative polymerase chain reaction. Comparison to data generated with Illumina technology confirmed a known shift in the overall RNA composition. With CoolMPS we evaluated a novel sequencing-by-synthesis technology showing high performance for the analysis of non-coding RNAs. |
format | Online Article Text |
id | pubmed-7826284 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-78262842021-01-27 CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing Li, Yongping Fehlmann, Tobias Borcherding, Adam Drmanac, Snezana Liu, Sophie Groeger, Laura Xu, Chongjun Callow, Matthew Villarosa, Christian Jorjorian, Alexander Kern, Fabian Grammes, Nadja Meese, Eckart Jiang, Hui Drmanac, Radoje Ludwig, Nicole Keller, Andreas Nucleic Acids Res Methods Online Results of massive parallel sequencing-by-synthesis vary depending on the sequencing approach. CoolMPS™ is a new sequencing chemistry that incorporates bases by labeled antibodies. To evaluate the performance, we sequenced 240 human non-coding RNA samples (dementia patients and controls) with and without CoolMPS. The Q30 value as indicator of the per base sequencing quality increased from 91.8 to 94%. The higher quality was reached across the whole read length. Likewise, the percentage of reads mapping to the human genome increased from 84.9 to 86.2%. For both technologies, we computed similar distributions between different RNA classes (miRNA, piRNA, tRNA, snoRNA and yRNA) and within the classes. While standard sequencing-by-synthesis allowed to recover more annotated miRNAs, CoolMPS yielded more novel miRNAs. The correlation between the two methods was 0.97. Evaluating the diagnostic performance, we observed lower minimal P-values for CoolMPS (adjusted P-value of 0.0006 versus 0.0004) and larger effect sizes (Cohen's d of 0.878 versus 0.9). Validating 19 miRNAs resulted in a correlation of 0.852 between CoolMPS and reverse transcriptase-quantitative polymerase chain reaction. Comparison to data generated with Illumina technology confirmed a known shift in the overall RNA composition. With CoolMPS we evaluated a novel sequencing-by-synthesis technology showing high performance for the analysis of non-coding RNAs. Oxford University Press 2020-12-08 /pmc/articles/PMC7826284/ /pubmed/33290507 http://dx.doi.org/10.1093/nar/gkaa1122 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methods Online Li, Yongping Fehlmann, Tobias Borcherding, Adam Drmanac, Snezana Liu, Sophie Groeger, Laura Xu, Chongjun Callow, Matthew Villarosa, Christian Jorjorian, Alexander Kern, Fabian Grammes, Nadja Meese, Eckart Jiang, Hui Drmanac, Radoje Ludwig, Nicole Keller, Andreas CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title | CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title_full | CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title_fullStr | CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title_full_unstemmed | CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title_short | CoolMPS: evaluation of antibody labeling based massively parallel non-coding RNA sequencing |
title_sort | coolmps: evaluation of antibody labeling based massively parallel non-coding rna sequencing |
topic | Methods Online |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7826284/ https://www.ncbi.nlm.nih.gov/pubmed/33290507 http://dx.doi.org/10.1093/nar/gkaa1122 |
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