Comparative genomics of diverse African isolates of Cercospora zeina

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dc.contributor.advisor Berger, David Kenneth
dc.contributor.coadvisor Duong, Tuan A.
dc.contributor.coadvisor Barnes, Irene
dc.contributor.coadvisor Stukenbrock, Eva H.
dc.contributor.postgraduate Welgemoed, Tanya
dc.date.accessioned 2024-07-01T14:30:52Z
dc.date.available 2024-07-01T14:30:52Z
dc.date.created 2024-09
dc.date.issued 2024-06
dc.description Thesis (PhD (Bioinformatics))--University of Pretoria, 2024. en_US
dc.description.abstract A 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.availability Unrestricted en_US
dc.description.degree PhD (Bioinformatics) en_US
dc.description.department Biochemistry en_US
dc.description.faculty Faculty of Natural and Agricultural Sciences en_US
dc.description.sdg SDG-02: Zero Hunger en_US
dc.description.sponsorship University of Pretoria en_US
dc.description.sponsorship National Research Foundation en_US
dc.identifier.citation * en_US
dc.identifier.doi https://doi.org/10.25403/UPresearchdata.22987640 en_US
dc.identifier.other S2024 en_US
dc.identifier.uri http://hdl.handle.net/2263/96745
dc.identifier.uri DOI: https://doi.org/10.25403/UPresearchdata.22987640.v1
dc.language.iso en en_US
dc.publisher University 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.subject UCTD en_US
dc.subject Sustainable development goals (SDGs) en_US
dc.subject Maize en_US
dc.subject Grey leaf spot disease en_US
dc.subject Cercospora zeina en_US
dc.subject Population genomics en_US
dc.subject Pangenome en_US
dc.subject Crop pathogen en_US
dc.subject.other SDG-02: Zero hunger
dc.subject.other Natural and agricultural sciences theses SDG-02
dc.title Comparative genomics of diverse African isolates of Cercospora zeina en_US
dc.type Thesis en_US


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