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...

Full description

Bibliographic Details
Main Authors: Marek Vecera, Jiri Sana, Jan Oppelt, Boris Tichy, Kopkova Alena, Radim Lipina, Martin Smrcka, Radim Jancalek, Marketa Hermanova, Leos Kren, Ondrej Slaby
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0211978
id doaj-569ca729b60648138682575f0af90093
record_format Article
spelling doaj-569ca729b60648138682575f0af900932021-03-03T20:53:32ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01142e021197810.1371/journal.pone.0211978Testing 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.Marek VeceraJiri SanaJan OppeltBoris TichyKopkova AlenaRadim LipinaMartin SmrckaRadim JancalekMarketa HermanovaLeos KrenOndrej SlabyCurrent 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.https://doi.org/10.1371/journal.pone.0211978
collection DOAJ
language English
format Article
sources DOAJ
author Marek Vecera
Jiri Sana
Jan Oppelt
Boris Tichy
Kopkova Alena
Radim Lipina
Martin Smrcka
Radim Jancalek
Marketa Hermanova
Leos Kren
Ondrej Slaby
spellingShingle Marek Vecera
Jiri Sana
Jan Oppelt
Boris Tichy
Kopkova Alena
Radim Lipina
Martin Smrcka
Radim Jancalek
Marketa Hermanova
Leos Kren
Ondrej Slaby
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.
PLoS ONE
author_facet Marek Vecera
Jiri Sana
Jan Oppelt
Boris Tichy
Kopkova Alena
Radim Lipina
Martin Smrcka
Radim Jancalek
Marketa Hermanova
Leos Kren
Ondrej Slaby
author_sort Marek Vecera
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_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_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_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.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
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.
url https://doi.org/10.1371/journal.pone.0211978
work_keys_str_mv AT marekvecera testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT jirisana testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT janoppelt testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT boristichy testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT kopkovaalena testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT radimlipina testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT martinsmrcka testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT radimjancalek testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT marketahermanova testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT leoskren testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
AT ondrejslaby testingoflibrarypreparationmethodsfortranscriptomesequencingofreallifeglioblastomaandbraintissuespecimensacomparativestudywithspecialfocusonlongnoncodingrnas
_version_ 1714820000313769984