G3 Genes Genomes GeneticsGenomicsPeer-reviewed journal article
Iso-Seq allows genome-independent transcriptome profiling of grape berry development
Andrea MinioiD, Mélanie MassonnetiD, Rosa Elia Figueroa-BalderasiD, Amanda M. VondrasiD, Barbara Blanco‐UlateiD, Dario CantùiD
Abstract
Transcriptomics has been widely applied to study grape berry development. With few exceptions, transcriptomic studies in grape are performed using the available genome sequence, PN40024, as reference. However, differences in gene content among grape accessions, which contribute to phenotypic differences among cultivars, suggest that a single reference genome does not represent the species entire gene space. Though whole genome assembly and annotation can reveal the relatively unique or \"private\" gene space of any particular cultivar, transcriptome reconstruction is a more rapid, less costly, and less computationally intensive strategy to accomplish the same goal. In this study, we used single molecule-real time sequencing (Iso-Seq) to sequence full-length cDNA and reconstruct the transcriptome of Cabernet Sauvignon berries during berry ripening. In addition, Illumina short reads from ripening berries were used to error-correct low-expression isoforms and to profile isoform expression. By comparing the annotated gene space of Cabernet Sauvignon to other grape cultivars, we demonstrate that the transcriptome reference built with Iso-Seq data represents most of the expressed genes in the grape berries and includes 1,501 cultivar-specific genes. Iso-Seq produced transcriptome profiles similar to those obtained after mapping on a complete genome reference. Together, these results justify the application of Iso-Seq to identify cultivar-specific genes and build a comprehensive reference for transcriptional profiling that circumvents the necessity of a genome reference with its associated costs and computational weight.
- organism: virus
- assay: long-read sequencing
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: variant calling
- approach: experimental assay
- Citations
- 99
- FWCI
- 12.90
- Field percentile
- top 1%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Whole-genome sequencing data of a diverse grapevine germplasm collection maintained in Bordeaux, France
Marina de Miguel, Maria LAFARGUE, … Nathalie Ollat·bioRxiv·Aug 5, 2026
- The value of genotype-specific reference for transcriptome analyses
Wenbin Guo, Max Coulter, … Runxuan Zhang·Life Science AlliancePeer-reviewed·Apr 22, 2022
- A Sense of Place: Transcriptomics Identifies Environmental Signatures in Cabernet Sauvignon Berry Skins in the Late Stages of Ripening.
G. R. Cramer, N. Cochetel, … S. Delrot·bioRxiv·Oct 7, 2019
- De novo phased assembly of the Vitis riparia grape genome
Nabil Girollet, Bernadette Rubio, … Pierre‐François Bert·Scientific DataPeer-reviewed·Jul 19, 2019
- Anthocyanin-associated cellular programs underlying terroir variation in Cabernet Sauvignon grape berry revealed by SEED-based deconvolution
- A high resolution single molecule sequencing-based Arabidopsis transcriptome using novel methods of Iso-seq analysis
R. Zhang, R. Kuo, … J. W. Brown·bioRxiv·Sep 2, 2021