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Comparative genomics of diverse African isolates of Cercospora zeina

Thesis (PhD (Bioinformatics))--University of Pretoria, 2024.

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Other Authors: Berger, David Kenneth
Format: Thesis
Language:English
Published: University of Pretoria 2024
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access_status_str Open Access
author2 Berger, David Kenneth
author_browse Berger, David Kenneth
author_facet Berger, David Kenneth
collection Thesis
dc_rights_str_mv © 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.
description Thesis (PhD (Bioinformatics))--University of Pretoria, 2024.
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institution University of Pretoria (South Africa)
language English
last_indexed 2026-06-10T12:39:52.104Z
license_str Other — see source repository
provenance_str_mv Harvested via OAI-PMH from UPSpace — University of Pretoria Institutional Repository
publishDate 2024
publishDateRange 2024
publishDateSort 2024
publisher University of Pretoria
publisherStr University of Pretoria
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source_str UPSpace — University of Pretoria Institutional Repository
spelling oai:repository.up.ac.za:2263/96745 Comparative genomics of diverse African isolates of Cercospora zeina Berger, David Kenneth u13044542@tuks.co.za Duong, Tuan A. Barnes, Irene Stukenbrock, Eva H. Welgemoed, Tanya UCTD Sustainable development goals (SDGs) Maize Grey leaf spot disease Cercospora zeina Population genomics Pangenome Crop pathogen SDG-02: Zero hunger Natural and agricultural sciences theses SDG-02 Thesis (PhD (Bioinformatics))--University of Pretoria, 2024. 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. University of Pretoria National Research Foundation Biochemistry PhD (Bioinformatics) Unrestricted Faculty of Natural and Agricultural Sciences SDG-02: Zero Hunger 2024-07-01T14:30:52Z 2024-07-01T14:30:52Z 2024-09 2024-06 Thesis * S2024 http://hdl.handle.net/2263/96745 DOI: https://doi.org/10.25403/UPresearchdata.22987640.v1 https://doi.org/10.25403/UPresearchdata.22987640 en © 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. application/pdf University of Pretoria
spellingShingle UCTD
Sustainable development goals (SDGs)
Maize
Grey leaf spot disease
Cercospora zeina
Population genomics
Pangenome
Crop pathogen
SDG-02: Zero hunger
Natural and agricultural sciences theses SDG-02
Comparative genomics of diverse African isolates of Cercospora zeina
title Comparative genomics of diverse African isolates of Cercospora zeina
title_full Comparative genomics of diverse African isolates of Cercospora zeina
title_fullStr Comparative genomics of diverse African isolates of Cercospora zeina
title_full_unstemmed Comparative genomics of diverse African isolates of Cercospora zeina
title_short Comparative genomics of diverse African isolates of Cercospora zeina
title_sort comparative genomics of diverse african isolates of cercospora zeina
topic UCTD
Sustainable development goals (SDGs)
Maize
Grey leaf spot disease
Cercospora zeina
Population genomics
Pangenome
Crop pathogen
SDG-02: Zero hunger
Natural and agricultural sciences theses SDG-02
url http://hdl.handle.net/2263/96745
https://doi.org/10.25403/UPresearchdata.22987640