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Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies

A necessary pre-processing data analysis step is the removal of adapter sequences from the raw reads. While most adapter trimming tools require adapter sequence as an essential input, adapter information is often incomplete or missing. This can impact quantification of features, reproducibility of t...

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Detalles Bibliográficos
Autores principales: Zhong, Xiangfu, Heinicke, Fatima, Lie, Benedicte A., Rayner, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958438/
https://www.ncbi.nlm.nih.gov/pubmed/31661777
http://dx.doi.org/10.3390/ncrna5040049
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author Zhong, Xiangfu
Heinicke, Fatima
Lie, Benedicte A.
Rayner, Simon
author_facet Zhong, Xiangfu
Heinicke, Fatima
Lie, Benedicte A.
Rayner, Simon
author_sort Zhong, Xiangfu
collection PubMed
description A necessary pre-processing data analysis step is the removal of adapter sequences from the raw reads. While most adapter trimming tools require adapter sequence as an essential input, adapter information is often incomplete or missing. This can impact quantification of features, reproducibility of the study and might even lead to erroneous conclusions. Here, we provide examples to highlight the importance of specifying the adapter sequence by demonstrating the effect of using similar but different adapter sequences and identify additional potential sources of errors in the adapter trimming step. Finally, we propose solutions by which users can ensure their small RNA-seq data is fully annotated with adapter information.
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spelling pubmed-69584382020-01-23 Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies Zhong, Xiangfu Heinicke, Fatima Lie, Benedicte A. Rayner, Simon Noncoding RNA Commentary A necessary pre-processing data analysis step is the removal of adapter sequences from the raw reads. While most adapter trimming tools require adapter sequence as an essential input, adapter information is often incomplete or missing. This can impact quantification of features, reproducibility of the study and might even lead to erroneous conclusions. Here, we provide examples to highlight the importance of specifying the adapter sequence by demonstrating the effect of using similar but different adapter sequences and identify additional potential sources of errors in the adapter trimming step. Finally, we propose solutions by which users can ensure their small RNA-seq data is fully annotated with adapter information. MDPI 2019-10-28 /pmc/articles/PMC6958438/ /pubmed/31661777 http://dx.doi.org/10.3390/ncrna5040049 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Commentary
Zhong, Xiangfu
Heinicke, Fatima
Lie, Benedicte A.
Rayner, Simon
Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title_full Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title_fullStr Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title_full_unstemmed Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title_short Accurate Adapter Information Is Crucial for Reproducibility and Reusability in Small RNA Seq Studies
title_sort accurate adapter information is crucial for reproducibility and reusability in small rna seq studies
topic Commentary
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6958438/
https://www.ncbi.nlm.nih.gov/pubmed/31661777
http://dx.doi.org/10.3390/ncrna5040049
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