Comparative genomics of diverse African isolates of Cercospora zeina

dc.contributor.advisorBerger, David Kenneth
dc.contributor.coadvisorDuong, Tuan A.
dc.contributor.coadvisorBarnes, Irene
dc.contributor.coadvisorStukenbrock, Eva H.
dc.contributor.emailu13044542@tuks.co.zaen_US
dc.contributor.postgraduateWelgemoed, Tanya
dc.date.accessioned2024-07-01T14:30:52Z
dc.date.available2024-07-01T14:30:52Z
dc.date.created2024-09
dc.date.issued2024-06
dc.descriptionThesis (PhD (Bioinformatics))--University of Pretoria, 2024.en_US
dc.description.abstractA serious factor hampering global maize production is grey leaf spot disease. Cercospora zeina is the causative pathogen in Africa, but population genomics analysis of C. zeina is lacking. The literature was reviewed for genomics-based management of African cereal crop pathogens. Whole-genome Illumina sequencing and de novo genome assembly was conducted on a representative set of 30 C. zeina isolates from Kenya and Uganda (East Africa) and Zambia, Zimbabwe and South Africa (Southern Africa). Selection of the diverse set was based on microsatellite data from a larger collection of the pathogen. Pangenome analysis of the assembled genomes and the published long-read C. zeina reference assembly (CMW25467) was done through protein clustering. This revealed 790 non-shared accessory and 10,677 shared core orthogroups (genes) between the 31 isolates. There was a significantly higher proportion of effector genes in the accessory secretome (44%) compared to the core secretome (24%). SNP analysis through PCA, ADMIXTURE, and neighbour-net network phylogeny, revealed a population structure with geographical subdivision between the East African isolates and the Southern African isolates, although gene flow was also evident. Accessory gene content was however largely shared between isolates from all countries, with few genes unique to Southern Africa (32) or East Africa (6). Selective sweep detection revealed selective sweeps in East Africa (20) and Southern Africa (24), within which were six effector genes. The small pangenome and partial population differentiation indicated recent dispersal of C. zeina into Africa, followed by recurrent gene flow owing to widespread maize production across sub-Saharan Africa.en_US
dc.description.availabilityUnrestricteden_US
dc.description.degreePhD (Bioinformatics)en_US
dc.description.departmentBiochemistryen_US
dc.description.facultyFaculty of Natural and Agricultural Sciencesen_US
dc.description.sdgSDG-02: Zero Hungeren_US
dc.description.sponsorshipUniversity of Pretoriaen_US
dc.description.sponsorshipNational Research Foundationen_US
dc.identifier.citation*en_US
dc.identifier.doihttps://doi.org/10.25403/UPresearchdata.22987640en_US
dc.identifier.otherS2024en_US
dc.identifier.urihttp://hdl.handle.net/2263/96745
dc.identifier.uriDOI: https://doi.org/10.25403/UPresearchdata.22987640.v1
dc.language.isoenen_US
dc.publisherUniversity of Pretoria
dc.rights© 2023 University of Pretoria. All rights reserved. The copyright in this work vests in the University of Pretoria. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of the University of Pretoria.
dc.subjectUCTDen_US
dc.subjectSustainable development goals (SDGs)en_US
dc.subjectMaizeen_US
dc.subjectGrey leaf spot diseaseen_US
dc.subjectCercospora zeinaen_US
dc.subjectPopulation genomicsen_US
dc.subjectPangenomeen_US
dc.subjectCrop pathogenen_US
dc.subject.otherSDG-02: Zero hunger
dc.subject.otherNatural and agricultural sciences theses SDG-02
dc.titleComparative genomics of diverse African isolates of Cercospora zeinaen_US
dc.typeThesisen_US

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