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Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley

We present an easy‐to‐reproduce manual miniaturized full‐length RNA sequencing (RNAseq) library preparation workflow that does not require the upfront investment in expensive lab equipment or long setup times. With minimal adjustments to an established commercial protocol, we were able to manually m...

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Autores principales: Arlt, Christopher, Wachtmeister, Thorsten, Köhrer, Karl, Stich, Benjamin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579711/
https://www.ncbi.nlm.nih.gov/pubmed/37593840
http://dx.doi.org/10.1111/pbi.14126
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author Arlt, Christopher
Wachtmeister, Thorsten
Köhrer, Karl
Stich, Benjamin
author_facet Arlt, Christopher
Wachtmeister, Thorsten
Köhrer, Karl
Stich, Benjamin
author_sort Arlt, Christopher
collection PubMed
description We present an easy‐to‐reproduce manual miniaturized full‐length RNA sequencing (RNAseq) library preparation workflow that does not require the upfront investment in expensive lab equipment or long setup times. With minimal adjustments to an established commercial protocol, we were able to manually miniaturize the RNAseq library preparation by a factor of up to 1:8. This led to cost savings for miniaturized library preparation of up to 86.1% compared to the gold standard. The resulting data were the basis of a rigorous quality control analysis that inspected: sequencing quality metrics, gene body coverage, raw read duplications, alignment statistics, read pair duplications, detected transcripts and sequence variants. We also included a deep dive data analysis identifying rRNA contamination and suggested ways to circumvent these. In the end, we could not find any indication of biases or inaccuracies caused by the RNAseq library miniaturization. The variance in detected transcripts was minimal and not influenced by the miniaturization level. Our results suggest that the workflow is highly reproducible and the sequence data suitable for downstream analyses such as differential gene expression analysis or variant calling.
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spelling pubmed-105797112023-10-18 Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley Arlt, Christopher Wachtmeister, Thorsten Köhrer, Karl Stich, Benjamin Plant Biotechnol J Research Articles We present an easy‐to‐reproduce manual miniaturized full‐length RNA sequencing (RNAseq) library preparation workflow that does not require the upfront investment in expensive lab equipment or long setup times. With minimal adjustments to an established commercial protocol, we were able to manually miniaturize the RNAseq library preparation by a factor of up to 1:8. This led to cost savings for miniaturized library preparation of up to 86.1% compared to the gold standard. The resulting data were the basis of a rigorous quality control analysis that inspected: sequencing quality metrics, gene body coverage, raw read duplications, alignment statistics, read pair duplications, detected transcripts and sequence variants. We also included a deep dive data analysis identifying rRNA contamination and suggested ways to circumvent these. In the end, we could not find any indication of biases or inaccuracies caused by the RNAseq library miniaturization. The variance in detected transcripts was minimal and not influenced by the miniaturization level. Our results suggest that the workflow is highly reproducible and the sequence data suitable for downstream analyses such as differential gene expression analysis or variant calling. John Wiley and Sons Inc. 2023-08-18 2023-11 /pmc/articles/PMC10579711/ /pubmed/37593840 http://dx.doi.org/10.1111/pbi.14126 Text en © 2023 The Authors. Plant Biotechnology Journal published by Society for Experimental Biology and The Association of Applied Biologists and John Wiley & Sons Ltd. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Arlt, Christopher
Wachtmeister, Thorsten
Köhrer, Karl
Stich, Benjamin
Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title_full Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title_fullStr Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title_full_unstemmed Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title_short Affordable, accurate and unbiased RNA sequencing by manual library miniaturization: A case study in barley
title_sort affordable, accurate and unbiased rna sequencing by manual library miniaturization: a case study in barley
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10579711/
https://www.ncbi.nlm.nih.gov/pubmed/37593840
http://dx.doi.org/10.1111/pbi.14126
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