Literature DB >> 29767365

Current and Future Methods for mRNA Analysis: A Drive Toward Single Molecule Sequencing.

Anthony Bayega1, Somayyeh Fahiminiya2, Spyros Oikonomopoulos1, Jiannis Ragoussis3,4,5.   

Abstract

The transcriptome encompasses a range of species including messenger RNA, and other noncoding RNA such as rRNA, tRNA, and short and long noncoding RNAs. Due to the huge role played by mRNA in development and disease, several methods have been developed to sequence and characterize mRNA, with RNA sequencing (RNA-Seq) emerging as the current method of choice particularly for large high-throughput studies. Short-read RNA-Seq which involves sequencing of short cDNA fragments and computationally assembling them to reconstruct the transcriptome, or aligning them to a reference is the most widely used approach. However, due to inherent limitations of this approach in de novo transcriptome assembly and isoform quantification, long-read RNA-Seq approaches, which also happen to be single molecule sequencing approaches, are increasingly becoming the standard for de novo transcriptome assembly and isoform quantification. In this chapter, we review the technical aspects of the current methods of RNA-Seq, both short and long-read approaches, and data analysis methods available. We discuss recent advances in single-cell RNA-Seq and direct RNA-Seq approaches, which perhaps will dominate the future of RNA-Seq.

Keywords:  Long-read sequencing; RNA-Seq; Transcriptomics and Direct RNA-Seq

Mesh:

Substances:

Year:  2018        PMID: 29767365     DOI: 10.1007/978-1-4939-7834-2_11

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  15 in total

Review 1.  Computational Methods for Mapping, Assembly and Quantification for Coding and Non-coding Transcripts.

Authors:  Isaac A Babarinde; Yuhao Li; Andrew P Hutchins
Journal:  Comput Struct Biotechnol J       Date:  2019-05-07       Impact factor: 7.271

Review 2.  Analysis of Transcriptome and Epitranscriptome in Plants Using PacBio Iso-Seq and Nanopore-Based Direct RNA Sequencing.

Authors:  Liangzhen Zhao; Hangxiao Zhang; Markus V Kohnen; Kasavajhala V S K Prasad; Lianfeng Gu; Anireddy S N Reddy
Journal:  Front Genet       Date:  2019-03-21       Impact factor: 4.599

Review 3.  Epigenome-wide association studies: current knowledge, strategies and recommendations.

Authors:  Maria Pia Campagna; Alexandre Xavier; Jeannette Lechner-Scott; Vicky Maltby; Rodney J Scott; Helmut Butzkueven; Vilija G Jokubaitis; Rodney A Lea
Journal:  Clin Epigenetics       Date:  2021-12-04       Impact factor: 6.551

4.  Large-Scale Multiplexing Permits Full-Length Transcriptome Annotation of 32 Bovine Tissues From a Single Nanopore Flow Cell.

Authors:  Michelle M Halstead; Alma Islas-Trejo; Daniel E Goszczynski; Juan F Medrano; Huaijun Zhou; Pablo J Ross
Journal:  Front Genet       Date:  2021-05-20       Impact factor: 4.599

Review 5.  Methodologies for Transcript Profiling Using Long-Read Technologies.

Authors:  Spyros Oikonomopoulos; Anthony Bayega; Somayyeh Fahiminiya; Haig Djambazian; Pierre Berube; Jiannis Ragoussis
Journal:  Front Genet       Date:  2020-07-07       Impact factor: 4.599

6.  Analysis and comprehensive comparison of PacBio and nanopore-based RNA sequencing of the Arabidopsis transcriptome.

Authors:  Jiawen Cui; Nan Shen; Zhaogeng Lu; Guolu Xu; Yuyao Wang; Biao Jin
Journal:  Plant Methods       Date:  2020-06-12       Impact factor: 4.993

7.  Tissue-Based Mapping of the Fathead Minnow (Pimephales promelas) Transcriptome and Proteome.

Authors:  Candice Lavelle; Ley Cody Smith; Joseph H Bisesi; Fahong Yu; Cecilia Silva-Sanchez; David Moraga-Amador; Amanda N Buerger; Natàlia Garcia-Reyero; Tara Sabo-Attwood; Nancy D Denslow
Journal:  Front Endocrinol (Lausanne)       Date:  2018-11-06       Impact factor: 5.555

8.  De novo assembly of the olive fruit fly (Bactrocera oleae) genome with linked-reads and long-read technologies minimizes gaps and provides exceptional Y chromosome assembly.

Authors:  Anthony Bayega; Haig Djambazian; Konstantina T Tsoumani; Maria-Eleni Gregoriou; Efthimia Sagri; Eleni Drosopoulou; Penelope Mavragani-Tsipidou; Kristina Giorda; George Tsiamis; Kostas Bourtzis; Spyridon Oikonomopoulos; Ken Dewar; Deanna M Church; Alexie Papanicolaou; Kostas D Mathiopoulos; Jiannis Ragoussis
Journal:  BMC Genomics       Date:  2020-03-30       Impact factor: 3.969

9.  Gene Expression and Isoform Identification of PacBio Full-Length cDNA Sequences for Berberine Biosynthesis in Berberis koreana.

Authors:  Neha Samir Roy; Ik-Young Choi; Taeyoung Um; Mi Jin Jeon; Bo-Yun Kim; Young-Dong Kim; Ju-Kyung Yu; Soonok Kim; Nam-Soo Kim
Journal:  Plants (Basel)       Date:  2021-06-28

Review 10.  Multi-Omics-Based Discovery of Plant Signaling Molecules.

Authors:  Fei Luo; Zongjun Yu; Qian Zhou; Ancheng Huang
Journal:  Metabolites       Date:  2022-01-13
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