Literature DB >> 35732941

RNA-seq Analysis of Monoterpene Indole Alkaloid Biosynthetic Pathway Elucidation in Catharanthus roseus.

Emily Amor Stander1, Thomas Dugé de Bernonville2, Vincent Courdavault3.   

Abstract

Increased affordability and availability of high-throughput next-generation sequencing (NGS) technologies have resulted in an explosion of available RNA-seq data, igniting a variety of data-mining methodologies, valuable for plant-specialized biosynthetic pathway discovery. When combined with traditional homology-based annotations, these methods can facilitate short-listing candidate genes for downstream functional validation screenings. Genes related to common pathways often display homogenous expression patterns across different tissue types and experimental conditions. Here, we describe bioinformatic protocols for exploiting such coexpression to shortlist candidate genes of the well-described monoterpene indole alkaloid (MIA) pathway of Catharanthus roseus. These methods aim to inspire researchers to utilize this publicly available RNA-seq treasure trove to guide their own endeavors in the characterization of missing steps in plant metabolic pathways.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Differential gene expression; Gene coexpression network; NGS; RNA-seq; Transcriptomics

Mesh:

Substances:

Year:  2022        PMID: 35732941     DOI: 10.1007/978-1-0716-2349-7_9

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


  11 in total

1.  StringTie enables improved reconstruction of a transcriptome from RNA-seq reads.

Authors:  Mihaela Pertea; Geo M Pertea; Corina M Antonescu; Tsung-Cheng Chang; Joshua T Mendell; Steven L Salzberg
Journal:  Nat Biotechnol       Date:  2015-02-18       Impact factor: 54.908

2.  Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype.

Authors:  Daehwan Kim; Joseph M Paggi; Chanhee Park; Christopher Bennett; Steven L Salzberg
Journal:  Nat Biotechnol       Date:  2019-08-02       Impact factor: 54.908

Review 3.  A look inside an alkaloid multisite plant: the Catharanthus logistics.

Authors:  Vincent Courdavault; Nicolas Papon; Marc Clastre; Nathalie Giglioli-Guivarc'h; Benoit St-Pierre; Vincent Burlat
Journal:  Curr Opin Plant Biol       Date:  2014-04-13       Impact factor: 7.834

4.  Gene Discovery in Gelsemium Highlights Conserved Gene Clusters in Monoterpene Indole Alkaloid Biosynthesis.

Authors:  Jakob Franke; Jeongwoon Kim; John P Hamilton; Dongyan Zhao; Gina M Pham; Krystle Wiegert-Rininger; Emily Crisovan; Linsey Newton; Brieanne Vaillancourt; Evangelos Tatsis; C Robin Buell; Sarah E O'Connor
Journal:  Chembiochem       Date:  2018-11-13       Impact factor: 3.164

5.  Differential expression analysis for sequence count data.

Authors:  Simon Anders; Wolfgang Huber
Journal:  Genome Biol       Date:  2010-10-27       Impact factor: 13.583

6.  fastp: an ultra-fast all-in-one FASTQ preprocessor.

Authors:  Shifu Chen; Yanqing Zhou; Yaru Chen; Jia Gu
Journal:  Bioinformatics       Date:  2018-09-01       Impact factor: 6.937

7.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data.

Authors:  Mark D Robinson; Davis J McCarthy; Gordon K Smyth
Journal:  Bioinformatics       Date:  2009-11-11       Impact factor: 6.937

8.  Missing enzymes in the biosynthesis of the anticancer drug vinblastine in Madagascar periwinkle.

Authors:  Lorenzo Caputi; Jakob Franke; Scott C Farrow; Khoa Chung; Richard M E Payne; Trinh-Don Nguyen; Thu-Thuy T Dang; Inês Soares Teto Carqueijeiro; Konstantinos Koudounas; Thomas Dugé de Bernonville; Belinda Ameyaw; D Marc Jones; Ivo Jose Curcino Vieira; Vincent Courdavault; Sarah E O'Connor
Journal:  Science       Date:  2018-05-03       Impact factor: 63.714

9.  Trimmomatic: a flexible trimmer for Illumina sequence data.

Authors:  Anthony M Bolger; Marc Lohse; Bjoern Usadel
Journal:  Bioinformatics       Date:  2014-04-01       Impact factor: 6.937

10.  A three enzyme system to generate the Strychnos alkaloid scaffold from a central biosynthetic intermediate.

Authors:  Evangelos C Tatsis; Inês Carqueijeiro; Thomas Dugé de Bernonville; Jakob Franke; Thu-Thuy T Dang; Audrey Oudin; Arnaud Lanoue; Florent Lafontaine; Anna K Stavrinides; Marc Clastre; Vincent Courdavault; Sarah E O'Connor
Journal:  Nat Commun       Date:  2017-08-22       Impact factor: 17.694

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