Cargando…

Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs

Current progress in the field of next-generation transcriptome sequencing have contributed significantly to the study of various malignancies including glioblastoma multiforme (GBM). Differential sequencing of transcriptomes of patients and non-tumor controls has a potential to reveal novel transcri...

Descripción completa

Detalles Bibliográficos
Autores principales: Vecera, Marek, Sana, Jiri, Oppelt, Jan, Tichy, Boris, Alena, Kopkova, Lipina, Radim, Smrcka, Martin, Jancalek, Radim, Hermanova, Marketa, Kren, Leos, Slaby, Ondrej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370216/
https://www.ncbi.nlm.nih.gov/pubmed/30742682
http://dx.doi.org/10.1371/journal.pone.0211978
_version_ 1783394332667019264
author Vecera, Marek
Sana, Jiri
Oppelt, Jan
Tichy, Boris
Alena, Kopkova
Lipina, Radim
Smrcka, Martin
Jancalek, Radim
Hermanova, Marketa
Kren, Leos
Slaby, Ondrej
author_facet Vecera, Marek
Sana, Jiri
Oppelt, Jan
Tichy, Boris
Alena, Kopkova
Lipina, Radim
Smrcka, Martin
Jancalek, Radim
Hermanova, Marketa
Kren, Leos
Slaby, Ondrej
author_sort Vecera, Marek
collection PubMed
description Current progress in the field of next-generation transcriptome sequencing have contributed significantly to the study of various malignancies including glioblastoma multiforme (GBM). Differential sequencing of transcriptomes of patients and non-tumor controls has a potential to reveal novel transcripts with significant role in GBM. One such candidate group of molecules are long non-coding RNAs (lncRNAs) which have been proved to be involved in processes such as carcinogenesis, epigenetic modifications and resistance to various therapeutic approaches. To maximize the value of transcriptome sequencing, a proper protocol for library preparation from tissue-derived RNA needs to be found which would produce high quality transcriptome sequencing data and increase the number of detected lncRNAs. It is important to mention that success of library preparation is determined by the quality of input RNA, which is in case of real-life tissue specimens very often altered in comparison to high quality RNA commonly used by manufacturers for development of library preparation chemistry. In the present study, we used GBM and non-tumor brain tissue specimens and compared three different commercial library preparation kits, namely NEXTflex Rapid Directional qRNA-Seq Kit (Bioo Scientific), SENSE Total RNA-Seq Library Prep Kit (Lexogen) and NEBNext Ultra II Directional RNA Library Prep Kit for Illumina (NEB). Libraries generated using SENSE kit were characterized by the most normal distribution of normalized average GC content, the least amount of over-represented sequences and the percentage of ribosomal RNA reads (0.3–1.5%) and highest numbers of uniquely mapped reads and reads aligning to coding regions. However, NEBNext kit performed better having relatively low duplication rates, even transcript coverage and the highest number of hits in Ensembl database for every biotype of our interest including lncRNAs. Our results indicate that out of three approaches the NEBNext library preparation kit was most suitable for the study of lncRNAs via transcriptome sequencing. This was further confirmed by highly consistent data reached in an independent validation on an expanded cohort.
format Online
Article
Text
id pubmed-6370216
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-63702162019-02-22 Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs Vecera, Marek Sana, Jiri Oppelt, Jan Tichy, Boris Alena, Kopkova Lipina, Radim Smrcka, Martin Jancalek, Radim Hermanova, Marketa Kren, Leos Slaby, Ondrej PLoS One Research Article Current progress in the field of next-generation transcriptome sequencing have contributed significantly to the study of various malignancies including glioblastoma multiforme (GBM). Differential sequencing of transcriptomes of patients and non-tumor controls has a potential to reveal novel transcripts with significant role in GBM. One such candidate group of molecules are long non-coding RNAs (lncRNAs) which have been proved to be involved in processes such as carcinogenesis, epigenetic modifications and resistance to various therapeutic approaches. To maximize the value of transcriptome sequencing, a proper protocol for library preparation from tissue-derived RNA needs to be found which would produce high quality transcriptome sequencing data and increase the number of detected lncRNAs. It is important to mention that success of library preparation is determined by the quality of input RNA, which is in case of real-life tissue specimens very often altered in comparison to high quality RNA commonly used by manufacturers for development of library preparation chemistry. In the present study, we used GBM and non-tumor brain tissue specimens and compared three different commercial library preparation kits, namely NEXTflex Rapid Directional qRNA-Seq Kit (Bioo Scientific), SENSE Total RNA-Seq Library Prep Kit (Lexogen) and NEBNext Ultra II Directional RNA Library Prep Kit for Illumina (NEB). Libraries generated using SENSE kit were characterized by the most normal distribution of normalized average GC content, the least amount of over-represented sequences and the percentage of ribosomal RNA reads (0.3–1.5%) and highest numbers of uniquely mapped reads and reads aligning to coding regions. However, NEBNext kit performed better having relatively low duplication rates, even transcript coverage and the highest number of hits in Ensembl database for every biotype of our interest including lncRNAs. Our results indicate that out of three approaches the NEBNext library preparation kit was most suitable for the study of lncRNAs via transcriptome sequencing. This was further confirmed by highly consistent data reached in an independent validation on an expanded cohort. Public Library of Science 2019-02-11 /pmc/articles/PMC6370216/ /pubmed/30742682 http://dx.doi.org/10.1371/journal.pone.0211978 Text en © 2019 Vecera et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Vecera, Marek
Sana, Jiri
Oppelt, Jan
Tichy, Boris
Alena, Kopkova
Lipina, Radim
Smrcka, Martin
Jancalek, Radim
Hermanova, Marketa
Kren, Leos
Slaby, Ondrej
Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title_full Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title_fullStr Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title_full_unstemmed Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title_short Testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: A comparative study with special focus on long non-coding RNAs
title_sort testing of library preparation methods for transcriptome sequencing of real life glioblastoma and brain tissue specimens: a comparative study with special focus on long non-coding rnas
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370216/
https://www.ncbi.nlm.nih.gov/pubmed/30742682
http://dx.doi.org/10.1371/journal.pone.0211978
work_keys_str_mv AT veceramarek testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT sanajiri testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT oppeltjan testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT tichyboris testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT alenakopkova testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT lipinaradim testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT smrckamartin testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT jancalekradim testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT hermanovamarketa testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT krenleos testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT slabyondrej testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas