Evidence map›Paper›PMID 34876620›Full record

ArticleScientific reports2021

A population based expression atlas provides insights into disease resistance and other physiological traits in cassava (Manihot esculenta Crantz).

Alex C Ogbonna, Punna Ramu, Williams Esuma, Leah Nandudu, Nicolas Morales, Adrian Powell, Robert Kawuki, Guillaume Bauchet, Jean-Luc Jannink, Lukas A Mueller

Abstract read
In one paragraph

Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
  2. A data-driven genome annotation approach for cassava.The Plant journal : for cell and molecular biology · 2024
    Article
4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Alex C OgbonnaSection on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, 14850, USA. aco46@cornell.edu.
Punna RamuSection on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, 14850, USA.
Williams EsumaNational Crops Resources Research Institute, Namulonge, P.O.Box 7084, Uganda, Uganda.
Leah NanduduSection on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, 14850, USA.
Nicolas MoralesSection on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, 14850, USA.
Adrian PowellBoyce Thompson Institute, 533 Tower Rd, Ithaca, 14850, USA.
Robert KawukiNational Crops Resources Research Institute, Namulonge, P.O.Box 7084, Uganda, Uganda.
Guillaume BauchetBoyce Thompson Institute, 533 Tower Rd, Ithaca, 14850, USA.
Jean-Luc JanninkUnited States Department of Agriculture US, Washington, USA.
Lukas A MuellerSection on Plant Breeding and Genetics, School of Integrative Plant Sciences, Cornell University, Ithaca, 14850, USA. lam87@cornell.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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 3'RNA sequencing on 150 accessions from the National Crops Resources Research Institute, Uganda 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 8820 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.

Indexed as

Crops, AgriculturalDisease ResistanceGene ExpressionHost-Pathogen InteractionsManihotPhenotypePlant DiseasesTranscriptomeUganda

Identifiers

PMID34876620
PMCPMC8651776

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.