A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz)
Alex C. OgbonnaiD, Punna RamuiD, Williams EsumaiD, Leah NanduduiD, Nicolás MoralesiD, Adrian F. PowelliD, R. KawukiiD, Guillaume Jean BauchetiD, Jean‐Luc JanninkiD, Lukas A. MuelleriD
Abstract
Cassava, a food security crop in Africa, is grown throughout the tropics and subtropics. Although cassava can provide high productivity in suboptimal conditions, the yield in Africa is substantially lower than in other geographies. The yield gap is attributable to many challenges faced by cassava in Africa, including susceptibility to diseases and poor soil conditions. In this study, we carried out 3RNA sequencing on 150 accessions from the National Crops Resources Research Institute, Ugandan for 5 tissue types, providing population-based transcriptomics resources to the research community in a web-based queryable cassava expression atlas. Differential expression and weighted gene co-expression network analysis were performed to detect 8,820 significantly differentially expressed genes (DEGs), revealing similarity in expression patterns between tissue types and the clustering of detected DEGs into 18 gene modules. As a confirmation of data quality, differential expression and pathway analysis targeting cassava mosaic disease (CMD) identified 27 genes observed in the plant-pathogen interaction pathway, several previously identified CMD resistance genes and two peroxidase family proteins different from the CMD2 gene. Present research work represents a novel resource towards understanding complex traits at expression and molecular levels for the development of resistant and high-yielding cassava varieties, as exemplified with CMD.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
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
- Genome-wide association and prediction reveals the genetic architecture of cassava mosaic disease resistance and prospects for rapid genetic improvement
Marnin Wolfe, Ismail Y Rabbi, … Jean-Luc Jannink·The Plant GenomePeer-reviewed·Jul 1, 2016
- Gene expression analysis provides insight into the physiology of the important staple food crop cassava
Mark C Wilson, Andrew M Mutka, … Rebecca S Bart·bioRxiv·Sep 3, 2016
- Genome-wide association analysis reveals new insights into the genetic architecture of defensive, agro-morphological and quality-related traits in cassava
Ismail Yusuf Rabbi, Siraj Ismail Kayondo, … Peter Kulakow·Plant Molecular BiologyPeer-reviewed·Jul 30, 2020
- A 22,403 marker composite genetic linkage map for cassava (Manihot esculenta Crantz) derived from ten populations
International Cassava Genetic Map Consortium·bioRxiv·Oct 24, 2014
- Genome-wide association mapping and genomic prediction unravels CBSD resistance in a Manihot esculenta breeding population
Siraj Ismail Kayondo, Dunia Pino Del Carpio, … Jean‐Luc Jannink·Scientific ReportsPeer-reviewed·Jan 18, 2018
- Integrated genetic and metabolic characterisation of diverse Latin American cassava (Manihot esculenta Crantz) germplasm; implications for future breeding strategies
L. Perez-Fons, T. M. Ovalle, … P. D. Fraser·bioRxiv·Dec 1, 2022