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A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples

BACKGROUND: Sequencing technology advancements opened new opportunities to use transcriptomics for studying malaria pathology and epidemiology. Even though in recent years the study of whole parasite transcriptome proved to be essential in understanding parasite biology there is no compiled up-to-da...

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Autores principales: Kucharski, Michal, Tripathi, Jaishree, Nayak, Sourav, Zhu, Lei, Wirjanata, Grennady, van der Pluijm, Rob W., Dhorda, Mehul, Dondorp, Arjen, Bozdech, Zbynek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547485/
https://www.ncbi.nlm.nih.gov/pubmed/33036628
http://dx.doi.org/10.1186/s12936-020-03436-w
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author Kucharski, Michal
Tripathi, Jaishree
Nayak, Sourav
Zhu, Lei
Wirjanata, Grennady
van der Pluijm, Rob W.
Dhorda, Mehul
Dondorp, Arjen
Bozdech, Zbynek
author_facet Kucharski, Michal
Tripathi, Jaishree
Nayak, Sourav
Zhu, Lei
Wirjanata, Grennady
van der Pluijm, Rob W.
Dhorda, Mehul
Dondorp, Arjen
Bozdech, Zbynek
author_sort Kucharski, Michal
collection PubMed
description BACKGROUND: Sequencing technology advancements opened new opportunities to use transcriptomics for studying malaria pathology and epidemiology. Even though in recent years the study of whole parasite transcriptome proved to be essential in understanding parasite biology there is no compiled up-to-date reference protocol for the efficient generation of transcriptome data from growing number of samples. Here, a comprehensive methodology on how to preserve, extract, amplify, and sequence full-length mRNA transcripts from Plasmodium-infected blood samples is presented that can be fully streamlined for high-throughput studies. RESULTS: The utility of various commercially available RNA-preserving reagents in a range of storage conditions was evaluated. Similarly, several RNA extraction protocols were compared and the one most suitable method for the extraction of high-quality total RNA from low-parasitaemia and low-volume blood samples was established. Furthermore, the criteria needed to evaluate the quality and integrity of Plasmodium RNA in the presence of human RNA was updated. Optimization of SMART-seq2 amplification method to better suit AT-rich Plasmodium falciparum RNA samples allowed us to generate high-quality transcriptomes from as little as 10 ng of total RNA and a lower parasitaemia limit of 0.05%. Finally, a modified method for depletion of unwanted human haemoglobin transcripts using in vitro CRISPR-Cas9 treatment was designed, thus improving parasite transcriptome coverage in low parasitaemia samples. To prove the functionality of the pipeline for both laboratory and field strains, the highest  2-hour resolution RNA-seq transcriptome for P. falciparum 3D7 intraerythrocytic life cycle available to  date was generated, and the entire protocol was applied to create the largest transcriptome data from Southeast Asian field isolates. CONCLUSIONS: Overall, the presented methodology is an inclusive pipeline for generation of good quality transcriptomic data from a diverse range of Plasmodium-infected blood samples with varying parasitaemia and RNA inputs. The flexibility of this pipeline to be adapted to robotic handling will facilitate both small and large-scale future transcriptomic studies in the field of malaria.
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spelling pubmed-75474852020-10-13 A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples Kucharski, Michal Tripathi, Jaishree Nayak, Sourav Zhu, Lei Wirjanata, Grennady van der Pluijm, Rob W. Dhorda, Mehul Dondorp, Arjen Bozdech, Zbynek Malar J Methodology BACKGROUND: Sequencing technology advancements opened new opportunities to use transcriptomics for studying malaria pathology and epidemiology. Even though in recent years the study of whole parasite transcriptome proved to be essential in understanding parasite biology there is no compiled up-to-date reference protocol for the efficient generation of transcriptome data from growing number of samples. Here, a comprehensive methodology on how to preserve, extract, amplify, and sequence full-length mRNA transcripts from Plasmodium-infected blood samples is presented that can be fully streamlined for high-throughput studies. RESULTS: The utility of various commercially available RNA-preserving reagents in a range of storage conditions was evaluated. Similarly, several RNA extraction protocols were compared and the one most suitable method for the extraction of high-quality total RNA from low-parasitaemia and low-volume blood samples was established. Furthermore, the criteria needed to evaluate the quality and integrity of Plasmodium RNA in the presence of human RNA was updated. Optimization of SMART-seq2 amplification method to better suit AT-rich Plasmodium falciparum RNA samples allowed us to generate high-quality transcriptomes from as little as 10 ng of total RNA and a lower parasitaemia limit of 0.05%. Finally, a modified method for depletion of unwanted human haemoglobin transcripts using in vitro CRISPR-Cas9 treatment was designed, thus improving parasite transcriptome coverage in low parasitaemia samples. To prove the functionality of the pipeline for both laboratory and field strains, the highest  2-hour resolution RNA-seq transcriptome for P. falciparum 3D7 intraerythrocytic life cycle available to  date was generated, and the entire protocol was applied to create the largest transcriptome data from Southeast Asian field isolates. CONCLUSIONS: Overall, the presented methodology is an inclusive pipeline for generation of good quality transcriptomic data from a diverse range of Plasmodium-infected blood samples with varying parasitaemia and RNA inputs. The flexibility of this pipeline to be adapted to robotic handling will facilitate both small and large-scale future transcriptomic studies in the field of malaria. BioMed Central 2020-10-09 /pmc/articles/PMC7547485/ /pubmed/33036628 http://dx.doi.org/10.1186/s12936-020-03436-w Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Methodology
Kucharski, Michal
Tripathi, Jaishree
Nayak, Sourav
Zhu, Lei
Wirjanata, Grennady
van der Pluijm, Rob W.
Dhorda, Mehul
Dondorp, Arjen
Bozdech, Zbynek
A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title_full A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title_fullStr A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title_full_unstemmed A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title_short A comprehensive RNA handling and transcriptomics guide for high-throughput processing of Plasmodium blood-stage samples
title_sort comprehensive rna handling and transcriptomics guide for high-throughput processing of plasmodium blood-stage samples
topic Methodology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7547485/
https://www.ncbi.nlm.nih.gov/pubmed/33036628
http://dx.doi.org/10.1186/s12936-020-03436-w
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