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Kimotho RN, Maina S. Unraveling plant-microbe interactions: can integrated omics approaches offer concrete answers? JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:1289-1313. [PMID: 37950741 PMCID: PMC10901211 DOI: 10.1093/jxb/erad448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Accepted: 11/08/2023] [Indexed: 11/13/2023]
Abstract
Advances in high throughput omics techniques provide avenues to decipher plant microbiomes. However, there is limited information on how integrated informatics can help provide deeper insights into plant-microbe interactions in a concerted way. Integrating multi-omics datasets can transform our understanding of the plant microbiome from unspecified genetic influences on interacting species to specific gene-by-gene interactions. Here, we highlight recent progress and emerging strategies in crop microbiome omics research and review key aspects of how the integration of host and microbial omics-based datasets can be used to provide a comprehensive outline of complex crop-microbe interactions. We describe how these technological advances have helped unravel crucial plant and microbial genes and pathways that control beneficial, pathogenic, and commensal plant-microbe interactions. We identify crucial knowledge gaps and synthesize current limitations in our understanding of crop microbiome omics approaches. We highlight recent studies in which multi-omics-based approaches have led to improved models of crop microbial community structure and function. Finally, we recommend holistic approaches in integrating host and microbial omics datasets to achieve precision and efficiency in data analysis, which is crucial for biotic and abiotic stress control and in understanding the contribution of the microbiota in shaping plant fitness.
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Affiliation(s)
- Roy Njoroge Kimotho
- Hebei Key Laboratory of Soil Ecology, Key Laboratory of Agricultural Water Resources, Centre for Agricultural Resources Research, Institute of Genetics and Developmental Biology, Chinese Academy of Sciences, Shijiazhuang 050021, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Solomon Maina
- Elizabeth Macarthur Agricultural Institute, NSW Department of Primary Industries, Menangle, New South Wales 2568, Australia
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Kidanemariam DB, Sukal AC, Abraham AD, Njuguna JN, Stomeo F, Dale JL, James AP, Harding RM. Incidence of RNA viruses infecting taro and tannia in East Africa and molecular characterisation of dasheen mosaic virus isolates. THE ANNALS OF APPLIED BIOLOGY 2022; 180:211-223. [PMID: 35873878 PMCID: PMC9293211 DOI: 10.1111/aab.12725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 07/29/2021] [Accepted: 07/30/2021] [Indexed: 06/15/2023]
Abstract
Taro (Colocasia esculenta) and tannia (Xanthosoma sp.) plants growing in 25 districts across Ethiopia, Kenya, Tanzania and Uganda were surveyed for four RNA viruses. Leaf samples from 392 plants were tested for cucumber mosaic virus (CMV), dasheen mosaic virus (DsMV), taro vein chlorosis virus (TaVCV) and Colocasia bobone disease-associated virus (CBDaV) by RT-PCR. No samples tested positive for TaVCV or CBDaV, while CMV was only detected in three tannia samples with mosaic symptoms from Uganda. DsMV was detected in 40 samples, including 36 out of 171 from Ethiopia, one out of 94 from Uganda and three out of 41 from Tanzania, while none of the 86 samples from Kenya tested positive for any of the four viruses. The complete genomes of nine DsMV isolates from East Africa were cloned and sequenced. Phylogenetic analyses based on the amino acid sequence of the DsMV CP-coding region revealed two distinct clades. Isolates from Ethiopia were distributed in both clades, while samples from Uganda and Tanzania belong to different clades. Seven possible recombination events were identified from the analysis carried out on the available 15 full-length DsMV isolates. Nucleotide substitution ratio analysis revealed that all the DsMV genes are under strong negative selection pressure.
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Affiliation(s)
- Dawit B. Kidanemariam
- Centre for Agriculture and the BioeconomyQueensland University of TechnologyBrisbaneQueenslandAustralia
- National Agricultural Biotechnology Research CentreEthiopian Institute of Agricultural ResearchAddis AbabaEthiopia
| | - Amit C. Sukal
- Centre for Agriculture and the BioeconomyQueensland University of TechnologyBrisbaneQueenslandAustralia
- Centre for Pacific Crops and Trees (CePaCT), Land Resources Division (LRD), Pacific Community (SPC)SuvaFiji
| | - Adane D. Abraham
- Department of Biological Sciences and BiotechnologyBotswana International University of Science and TechnologyPalapyeBotswana
| | - Joyce N. Njuguna
- Biosciences Eastern and Central AfricaInternational Livestock Research Institute (BecA‐ILRI) HubNairobiKenya
| | - Francesca Stomeo
- Biosciences Eastern and Central AfricaInternational Livestock Research Institute (BecA‐ILRI) HubNairobiKenya
| | - James L. Dale
- Centre for Agriculture and the BioeconomyQueensland University of TechnologyBrisbaneQueenslandAustralia
| | - Anthony P. James
- Centre for Agriculture and the BioeconomyQueensland University of TechnologyBrisbaneQueenslandAustralia
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology ‐ HellasHeraklionGreece
| | - Robert M. Harding
- Centre for Agriculture and the BioeconomyQueensland University of TechnologyBrisbaneQueenslandAustralia
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Yang X, Li Y, Wang A. Research Advances in Potyviruses: From the Laboratory Bench to the Field. ANNUAL REVIEW OF PHYTOPATHOLOGY 2021; 59:1-29. [PMID: 33891829 DOI: 10.1146/annurev-phyto-020620-114550] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Potyviruses (viruses in the genus Potyvirus, family Potyviridae) constitute the largest group of known plant-infecting RNA viruses and include many agriculturally important viruses that cause devastating epidemics and significant yield losses in many crops worldwide. Several potyviruses are recognized as the most economically important viral pathogens. Therefore, potyviruses are more studied than other groups of plant viruses. In the past decade, a large amount of knowledge has been generated to better understand potyviruses and their infection process. In this review, we list the top 10 economically important potyviruses and present a brief profile of each. We highlight recent exciting findings on the novel genome expression strategy and the biological functions of potyviral proteins and discuss recent advances in molecular plant-potyvirus interactions, particularly regarding the coevolutionary arms race. Finally, we summarize current disease control strategies, with a focus on biotechnology-based genetic resistance, and point out future research directions.
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Affiliation(s)
- Xiuling Yang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, China
- London Research and Development Centre, Agriculture and Agri-Food Canada, London, Ontario N5V 4T3, Canada;
| | - Yinzi Li
- London Research and Development Centre, Agriculture and Agri-Food Canada, London, Ontario N5V 4T3, Canada;
| | - Aiming Wang
- London Research and Development Centre, Agriculture and Agri-Food Canada, London, Ontario N5V 4T3, Canada;
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Gibbs AJ, Hajizadeh M, Ohshima K, Jones RA. The Potyviruses: An Evolutionary Synthesis Is Emerging. Viruses 2020; 12:E132. [PMID: 31979056 PMCID: PMC7077269 DOI: 10.3390/v12020132] [Citation(s) in RCA: 54] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2019] [Revised: 01/16/2020] [Accepted: 01/20/2020] [Indexed: 12/28/2022] Open
Abstract
In this review, encouraged by the dictum of Theodosius Dobzhansky that "Nothing in biology makes sense except in the light of evolution", we outline the likely evolutionary pathways that have resulted in the observed similarities and differences of the extant molecules, biology, distribution, etc. of the potyvirids and, especially, its largest genus, the potyviruses. The potyvirids are a family of plant-infecting RNA-genome viruses. They had a single polyphyletic origin, and all share at least three of their genes (i.e., the helicase region of their CI protein, the RdRp region of their NIb protein and their coat protein) with other viruses which are otherwise unrelated. Potyvirids fall into 11 genera of which the potyviruses, the largest, include more than 150 distinct viruses found worldwide. The first potyvirus probably originated 15,000-30,000 years ago, in a Eurasian grass host, by acquiring crucial changes to its coat protein and HC-Pro protein, which enabled it to be transmitted by migrating host-seeking aphids. All potyviruses are aphid-borne and, in nature, infect discreet sets of monocotyledonous or eudicotyledonous angiosperms. All potyvirus genomes are under negative selection; the HC-Pro, CP, Nia, and NIb genes are most strongly selected, and the PIPO gene least, but there are overriding virus specific differences; for example, all turnip mosaic virus genes are more strongly conserved than those of potato virus Y. Estimates of dN/dS (ω) indicate whether potyvirus populations have been evolving as one or more subpopulations and could be used to help define species boundaries. Recombinants are common in many potyvirus populations (20%-64% in five examined), but recombination seems to be an uncommon speciation mechanism as, of 149 distinct potyviruses, only two were clear recombinants. Human activities, especially trade and farming, have fostered and spread both potyviruses and their aphid vectors throughout the world, especially over the past five centuries. The world distribution of potyviruses, especially those found on islands, indicates that potyviruses may be more frequently or effectively transmitted by seed than experimental tests suggest. Only two meta-genomic potyviruses have been recorded from animal samples, and both are probably contaminants.
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Affiliation(s)
- Adrian J. Gibbs
- Emeritus Faculty, Australian National University, Canberra, ACT 2601, Australia
| | - Mohammad Hajizadeh
- Department of Plant Protection, Faculty of Agriculture, University of Kurdistan, P.O. Box 416, Sanandaj, Iran
| | - Kazusato Ohshima
- Laboratory of Plant Virology, Department of Applied Biological Sciences, Faculty of Agriculture, Saga University, 1-banchi, Honjo-machi, Saga 840-8502, Japan;
- The United Graduate School of Agricultural Sciences, Kagoshima University, 1-21-2410 Korimoto, Kagoshima 890-0065, Japan
| | - Roger A.C. Jones
- Institute of Agriculture, University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
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Abstract
Viral diseases provide a major challenge to twenty-first century agriculture worldwide. Climate change and human population pressures are driving rapid alterations in agricultural practices and cropping systems that favor destructive viral disease outbreaks. Such outbreaks are strikingly apparent in subsistence agriculture in food-insecure regions. Agricultural globalization and international trade are spreading viruses and their vectors to new geographical regions with unexpected consequences for food production and natural ecosystems. Due to the varying epidemiological characteristics of diverent viral pathosystems, there is no one-size-fits-all approach toward mitigating negative viral disease impacts on diverse agroecological production systems. Advances in scientific understanding of virus pathosystems, rapid technological innovation, innovative communication strategies, and global scientific networks provide opportunities to build epidemiologic intelligence of virus threats to crop production and global food security. A paradigm shift toward deploying integrated, smart, and eco-friendly strategies is required to advance virus disease management in diverse agricultural cropping systems.
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Affiliation(s)
- Roger A C Jones
- Institute of Agriculture, University of Western Australia, Crawley, Western Australia 6009, Australia; .,Department of Primary Industries and Regional Development, South Perth, Western Australia 6151, Australia
| | - Rayapati A Naidu
- Department of Plant Pathology, Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, Washington 99350, USA;
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Maina S, Barbetti MJ, Edwards OR, Minemba D, Areke MW, Jones RAC. Zucchini yellow mosaic virus Genomic Sequences from Papua New Guinea: Lack of Genetic Connectivity with Northern Australian or East Timorese Genomes, and New Recombination Findings. PLANT DISEASE 2019; 103:1326-1336. [PMID: 30995424 DOI: 10.1094/pdis-09-18-1666-re] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Zucchini yellow mosaic virus (ZYMV) isolates were obtained in Papua New Guinea (PNG) from cucumber (Cucumis sativus) or pumpkin (Cucurbita spp.) plants showing mosaic symptoms growing at Kongop in the Mount Hagen District, Western Highlands Province, or Zage in the Goroka District, Eastern Highlands Province. The samples were blotted onto FTA cards, which were sent to Australia, where they were subjected to high-throughput sequencing. When the coding regions of the nine new ZYMV genomic sequences found were compared with those of 64 other ZYMV sequences from elsewhere, they grouped together, forming new minor phylogroup VII within ZYMV's major phylogroup A. Genetic connectivity was lacking between ZYMV genomic sequences from PNG and its neighboring countries, Australia and East Timor; the closest match between a PNG and any other genomic sequence was a 92.8% nucleotide identity with a sequence in major phylogroup A's minor phylogroup VI from Japan. When the RDP5.2 recombination analysis program was used to compare 66 ZYMV sequences, evidence was obtained of 30 firm recombination events involving 41 sequences, and all isolates from PNG were recombinants. There were 21 sequences without recombination events in major phylogroup A, whereas there were only 4 such sequences within major phylogroup B. ZYMV's P1, Cl, N1a-Pro, P3, CP, and NIb regions contained the highest evidence of recombination breakpoints. Following removal of recombinant sequences, seven minor phylogroups were absent (I, III, IV, V, VI, VII, and VIII), leaving only minor phylogroups II and IX. By contrast, when a phylogenetic tree was constructed using recombinant sequences with their recombinationally derived tracts removed before analysis, five previous minor phylogroups remained unchanged within major phylogroup A (II, III, IV, V, and VII) while four formed two new merged phylogroups (I/VI and VIII/IX). Absence of genetic connectivity between PNG, Australian, and East Timorese ZYMV sequences, and the 92.8% nucleotide identity between a PNG sequence and the closest sequence from elsewhere, suggest that a single introduction may have occurred followed by subsequent evolution to adapt to the PNG environment. The need for enhanced biosecurity measures to protect against potentially damaging virus movements crossing the seas separating neighboring countries in this region of the world is discussed.
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Affiliation(s)
- Solomon Maina
- 1 School of Agriculture and Environment, Faculty of Science, and
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, Australian Capital Territory, Australia
| | - Martin J Barbetti
- 1 School of Agriculture and Environment, Faculty of Science, and
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, Australian Capital Territory, Australia
| | - Owain R Edwards
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, Australian Capital Territory, Australia
- 4 Commonwealth Scientific and Industrial Research Organisation Land and Water, Floreat Park, WA 6014, Australia
| | - David Minemba
- 1 School of Agriculture and Environment, Faculty of Science, and
- 5 The National Agricultural Research Institute, PO Box 4415, Lae, Morobe Province, Papua New Guinea
| | - Michael W Areke
- 6 National Agriculture Quarantine and Inspection Authority, PO Box 741, Port Moresby, National Capital District, Papua New Guinea; and
| | - Roger A C Jones
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, Australian Capital Territory, Australia
- 7 Department of Primary Industries and Regional Development, South Perth, WA, Australia
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Maina S, Barbetti MJ, Edwards OR, Minemba D, Areke MW, Jones RAC. Genetic Connectivity Between Papaya Ringspot Virus Genomes from Papua New Guinea and Northern Australia, and New Recombination Insights. PLANT DISEASE 2019; 103:737-747. [PMID: 30856073 DOI: 10.1094/pdis-07-18-1136-re] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Isolates of papaya ringspot virus (PRSV) were obtained from plants of pumpkin (Cucurbita spp.) or cucumber (Cucumis sativus) showing mosaic symptoms growing at Zage in Goroka District in the Eastern Highland Province of Papua New Guinea (PNG) or Bagl in the Mount Hagen District, Western Highlands Province. The samples were sent to Australia on FTA cards where they were subjected to High Throughput Sequencing (HTS). When the coding regions of the six new PRSV genomic sequences obtained via HTS were compared with those of 54 other complete PRSV sequences from other parts of the world, all six grouped together with the 12 northern Australian sequences within major phylogroup B minor phylogroup I, the Australian sequences coming from three widely dispersed locations spanning the north of the continent. Notably, none of the PNG isolates grouped with genomic sequences from the nearby country of East Timor in phylogroup A. The closest genetic match between Australian and PNG sequences was a nucleotide (nt) sequence identity of 96.9%, whereas between PNG and East Timorese isolates it was only 83.1%. These phylogenetic and nt identity findings demonstrate genetic connectivity between PRSV populations from PNG and Australia. Recombination analysis of the 60 PRSV sequences available revealed evidence of 26 recombination events within 18 isolates, only four of which were within major phylogroup B and none of which were from PNG or Australia. Within the recombinant genomes, the P1, Cl, NIa-Pro, NIb, 6K2, and 5'UTR regions contained the highest numbers of recombination breakpoints. After removal of nonrecombinant sequences, four minor phylogroups were lost (IV, VII, VIII, XV), only one of which was in phylogroup B. When genome regions from which recombinationally derived tracts of sequence were removed from recombinants prior to alignment with nonrecombinant genomes, seven previous minor phylogroups within major phylogroup A, and two within major phylogroup B, merged either partially or entirely forming four merged minor phylogroups. The genetic connectivity between PNG and northern Australian isolates and absence of detectable recombination within either group suggests that PRSV isolates from East Timor, rather than PNG, might pose a biosecurity threat to northern Australian agriculture should they prove more virulent than those already present.
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Affiliation(s)
- Solomon Maina
- 1 School of Agriculture and Environment, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, ACT, Australia
| | - Martin J Barbetti
- 1 School of Agriculture and Environment, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, ACT, Australia
| | - Owain R Edwards
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, ACT, Australia
- 4 CSIRO Land and Water, Floreat Park, WA6014, Australia
| | - David Minemba
- 1 School of Agriculture and Environment, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 5 The National Agriculture Research Institute, P.O. Box 4415, Lae, Morobe Province, Papua New Guinea
| | - Michael W Areke
- 6 National Agriculture Quarantine and Inspection Authority, P.O. Box 741, Port Moresby, National Capital District, Papua New Guinea; and
| | - Roger A C Jones
- 2 UWA Institute of Agriculture, Faculty of Science, The University of Western Australia, Crawley, WA, Australia
- 3 Cooperative Research Centre for Plant Biosecurity, Canberra, ACT, Australia
- 7 Department of Primary Industries and Rural Development Food Western Australia, South Perth, WA, Australia
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Wainaina JM, Ateka E, Makori T, Kehoe MA, Boykin LM. Phylogenomic relationship and evolutionary insights of sweet potato viruses from the western highlands of Kenya. PeerJ 2018; 6:e5254. [PMID: 30038869 PMCID: PMC6054865 DOI: 10.7717/peerj.5254] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 06/24/2018] [Indexed: 11/20/2022] Open
Abstract
Sweet potato is a major food security crop within sub-Saharan Africa where 90% of Africa production occurs. One of the major limitations of sweet potato production are viral infections. In this study, we used a combination of whole genome sequences from a field isolate obtained from Kenya and those available in GenBank. Sequences of four sweet potato viruses: Sweet potato feathery mottle virus (SPFMV), Sweet potato virus C (SPVC), Sweet potato chlorotic stunt virus (SPCSV), Sweet potato chlorotic fleck virus (SPCFV) were obtained from the Kenyan sample. SPFMV sequences both from this study and from GenBank were found to be recombinant. Recombination breakpoints were found within the Nla-Pro, coat protein and P1 genes. The SPCSV, SPVC, and SPCFV viruses from this study were non-recombinant. Bayesian phylogenomic relationships across whole genome trees showed variation in the number of well-supported clades; within SPCSV (RNA1 and RNA2) and SPFMV two well-supported clades (I and II) were resolved. The SPCFV tree resolved three well-supported clades (I-III) while four well-supported clades were resolved in SPVC (I-IV). Similar clades were resolved within the coalescent species trees. However, there were disagreements between the clades resolved in the gene trees compared to those from the whole genome tree and coalescent species trees. However the coat protein gene tree of SPCSV and SPCFV resolved similar clades to the genome and coalescent species tree while this was not the case in SPFMV and SPVC. In addition, we report variation in selective pressure within sites of individual genes across all four viruses; overall all viruses were under purifying selection. We report the first complete genomes of SPFMV, SPVC, SPCFV, and a partial SPCSV from Kenya as a mixed infection in one sample. Our findings provide a snap shot on the evolutionary relationship of sweet potato viruses (SPFMV, SPVC, SPCFV, and SPCSV) from Kenya as well as assessing whether selection pressure has an effect on their evolution.
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Affiliation(s)
- James M. Wainaina
- School of Molecular Sciences/ARC CoE Plant Energy Biology, The University of Western Australia, Crawley, WA, Australia
| | - Elijah Ateka
- Department of Horticulture, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Timothy Makori
- Department of Horticulture, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Monica A. Kehoe
- Plant Pathology, Department of Primary Industries and Regional Development Diagnostic Laboratory Service, South Perth, WA, Australia
| | - Laura M. Boykin
- School of Molecular Sciences/ARC CoE Plant Energy Biology, The University of Western Australia, Crawley, WA, Australia
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