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Hao Q, Yang H, Chen S, Qu Y, Zhang C, Chen L, Cao D, Yuan S, Guo W, Yang Z, Huang Y, Shan Z, Chen H, Zhou X. RNA-Seq and Comparative Transcriptomic Analyses of Asian Soybean Rust Resistant and Susceptible Soybean Genotypes Provide Insights into Identifying Disease Resistance Genes. Int J Mol Sci 2023; 24:13450. [PMID: 37686258 PMCID: PMC10487414 DOI: 10.3390/ijms241713450] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 08/26/2023] [Accepted: 08/28/2023] [Indexed: 09/10/2023] Open
Abstract
Asian soybean rust (ASR), caused by Phakopsora pachyrhizi, is one of the most destructive foliar diseases that affect soybeans. Developing resistant cultivars is the most cost-effective, environmentally friendly, and easy strategy for controlling the disease. However, the current understanding of the mechanisms underlying soybean resistance to P. pachyrhizi remains limited, which poses a significant challenge in devising effective control strategies. In this study, comparative transcriptomic profiling using one resistant genotype and one susceptible genotype was performed under infected and control conditions to understand the regulatory network operating between soybean and P. pachyrhizi. RNA-Seq analysis identified a total of 6540 differentially expressed genes (DEGs), which were shared by all four genotypes. The DEGs are involved in defense responses, stress responses, stimulus responses, flavonoid metabolism, and biosynthesis after infection with P. pachyrhizi. A total of 25,377 genes were divided into 33 modules using weighted gene co-expression network analysis (WGCNA). Two modules were significantly associated with pathogen defense. The DEGs were mainly enriched in RNA processing, plant-type hypersensitive response, negative regulation of cell growth, and a programmed cell death process. In conclusion, these results will provide an important resource for mining resistant genes to P. pachyrhizi infection and valuable resources to potentially pyramid quantitative resistance loci for improving soybean germplasm.
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Affiliation(s)
- Qingnan Hao
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Hongli Yang
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Shuilian Chen
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Yanhui Qu
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- The Graduate School of Chinese Academy of Agricultural Sciences, Beijing 100081, China
| | - Chanjuan Zhang
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Limiao Chen
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Dong Cao
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Songli Yuan
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Wei Guo
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Zhonglu Yang
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Yi Huang
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Zhihui Shan
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Haifeng Chen
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
| | - Xinan Zhou
- Institute of Oil Crops Research, Chinese Academy of Agriculture Sciences, Wuhan 430062, China; (Q.H.); (H.Y.); (S.C.); (Y.Q.); (C.Z.); (L.C.); (D.C.); (S.Y.); (W.G.); (Z.Y.); (Y.H.); (X.Z.)
- Key Laboratory for Biological Sciences of Oil Crops, Chinese Academy of Agricultural Sciences, Ministry of Agriculture and Rural Affairs, Wuhan 430062, China
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Shi R, Panthee DR. Transcriptome-Based Analysis of Tomato Genotypes Resistant to Bacterial Spot ( Xanthomonas perforans) Race T4. Int J Mol Sci 2020; 21:E4070. [PMID: 32517212 PMCID: PMC7313073 DOI: 10.3390/ijms21114070] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 05/27/2020] [Accepted: 06/01/2020] [Indexed: 11/17/2022] Open
Abstract
Bacterial spot (BS) is one of the most devastating foliar bacterial diseases of tomato and is caused by multiple species of Xanthomonas. We performed the RNA sequencing (RNA-Seq) analysis of three tomato lines with different levels of resistance to Xanthomonas perforans race T4 to study the differentially expressed genes (DEGs) and transcript-based sequence variations. Analysis between inoculated and control samples revealed that resistant genotype Solanum pimpinellifolium accession PI 270443 had more DEGs (834), followed by susceptible genotype tomato (S. lycopersicum L) breeding line NC 714 (373), and intermediate genotype tomato breeding line NC 1CELBR (154). Gene ontology (GO) terms revealed that more GO terms (51) were enriched for upregulated DEGs in the resistant genotype PI 270443, and more downregulated DEGs (67) were enriched in the susceptible genotype NC 714. DEGs in the biotic stress pathway showed more upregulated biotic stress pathway DEGs (67) for PI 270443 compared to more downregulated DEGs (125) for the susceptible NC 714 genotype. Resistant genotype PI 270443 has three upregulated DEGs for pathogenesis-related (PR) proteins, and susceptible genotype NC 714 has one downregulated R gene. Sequence variations called from RNA-Seq reads against the reference genome of susceptible Heinz 1706 showed that chr11, which has multiple reported resistance quantitative trait loci (QTLs) to BS race T4, is identical between two resistant lines, PI 270443 and NC 1CELBR, suggesting that these two lines share the same resistance QTLs on this chromosome. Several loci for PR resistance proteins with sequence variation between the resistant and susceptible tomato lines were near the known Rx4 resistance gene on chr11, and additional biotic stress associated DEGs near to the known Rx4 resistance gene were also identified from the susceptible NC 714 line.
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Affiliation(s)
- Rui Shi
- Department of Horticultural Science, Mountain Horticultural Crops Research & Extension Center, North Carolina State University, Mills River, NC 28759, USA;
- Department of Crop and Soil Science, North Carolina State University, Raleigh, NC 27695-7620, USA
| | - Dilip R. Panthee
- Department of Horticultural Science, Mountain Horticultural Crops Research & Extension Center, North Carolina State University, Mills River, NC 28759, USA;
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Hina A, Cao Y, Song S, Li S, Sharmin RA, Elattar MA, Bhat JA, Zhao T. High-Resolution Mapping in Two RIL Populations Refines Major "QTL Hotspot" Regions for Seed Size and Shape in Soybean ( Glycine max L.). Int J Mol Sci 2020; 21:E1040. [PMID: 32033213 PMCID: PMC7038151 DOI: 10.3390/ijms21031040] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2019] [Revised: 01/30/2020] [Accepted: 02/01/2020] [Indexed: 01/10/2023] Open
Abstract
Seed size and shape are important traits determining yield and quality in soybean. However, the genetic mechanism and genes underlying these traits remain largely unexplored. In this regard, this study used two related recombinant inbred line (RIL) populations (ZY and K3N) evaluated in multiple environments to identify main and epistatic-effect quantitative trait loci (QTLs) for six seed size and shape traits in soybean. A total of 88 and 48 QTLs were detected through composite interval mapping (CIM) and mixed-model-based composite interval mapping (MCIM), respectively, and 15 QTLs were common among both methods; two of them were major (R2 > 10%) and novel QTLs (viz., qSW-1-1ZN and qSLT-20-1K3N). Additionally, 51 and 27 QTLs were identified for the first time through CIM and MCIM methods, respectively. Colocalization of QTLs occurred in four major QTL hotspots/clusters, viz., "QTL Hotspot A", "QTL Hotspot B", "QTL Hotspot C", and "QTL Hotspot D" located on Chr06, Chr10, Chr13, and Chr20, respectively. Based on gene annotation, gene ontology (GO) enrichment, and RNA-Seq analysis, 23 genes within four "QTL Hotspots" were predicted as possible candidates, regulating soybean seed size and shape. Network analyses demonstrated that 15 QTLs showed significant additive x environment (AE) effects, and 16 pairs of QTLs showing epistatic effects were also detected. However, except three epistatic QTLs, viz., qSL-13-3ZY, qSL-13-4ZY, and qSW-13-4ZY, all the remaining QTLs depicted no main effects. Hence, the present study is a detailed and comprehensive investigation uncovering the genetic basis of seed size and shape in soybeans. The use of a high-density map identified new genomic regions providing valuable information and could be the primary target for further fine mapping, candidate gene identification, and marker-assisted breeding (MAB).
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Affiliation(s)
- Aiman Hina
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Yongce Cao
- Shaanxi Key Laboratory of Chinese Jujube; College of Life Science, Yan’an University, Yan’an 716000, China;
| | - Shiyu Song
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Shuguang Li
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Ripa Akter Sharmin
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Mahmoud A. Elattar
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Javaid Akhter Bhat
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
| | - Tuanjie Zhao
- Ministry of Agriculture (MOA) Key Laboratory of Biology and Genetic Improvement of Soybean (General), State Key Laboratory for Crop Genetics and Germplasm Enhancement, Soybean Research Institute, National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing 210095, China; (A.H.); (S.S.); (S.L.); (R.A.S.); (M.A.E.)
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4
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Menéndez AB, Calzadilla PI, Sansberro PA, Espasandin FD, Gazquez A, Bordenave CD, Maiale SJ, Rodríguez AA, Maguire VG, Campestre MP, Garriz A, Rossi FR, Romero FM, Solmi L, Salloum MS, Monteoliva MI, Debat JH, Ruiz OA. Polyamines and Legumes: Joint Stories of Stress, Nitrogen Fixation and Environment. FRONTIERS IN PLANT SCIENCE 2019; 10:1415. [PMID: 31749821 PMCID: PMC6844238 DOI: 10.3389/fpls.2019.01415] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 10/11/2019] [Indexed: 05/31/2023]
Abstract
Polyamines (PAs) are natural aliphatic amines involved in many physiological processes in almost all living organisms, including responses to abiotic stresses and microbial interactions. On other hand, the family Leguminosae constitutes an economically and ecologically key botanical group for humans, being also regarded as the most important protein source for livestock. This review presents the profuse evidence that relates changes in PAs levels during responses to biotic and abiotic stresses in model and cultivable species within Leguminosae and examines the unreviewed information regarding their potential roles in the functioning of symbiotic interactions with nitrogen-fixing bacteria and arbuscular mycorrhizae in this family. As linking plant physiological behavior with "big data" available in "omics" is an essential step to improve our understanding of legumes responses to global change, we also examined integrative MultiOmics approaches available to decrypt the interface legumes-PAs-abiotic and biotic stress interactions. These approaches are expected to accelerate the identification of stress tolerant phenotypes and the design of new biotechnological strategies to increase their yield and adaptation to marginal environments, making better use of available plant genetic resources.
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Affiliation(s)
- Ana Bernardina Menéndez
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
- Departamento de Biodiversidad y Biología Experimental, Facultad de Ciencias Exactas y Naturales, UBA-CONICET, Buenos Aires, Argentina
| | | | | | | | - Ayelén Gazquez
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
| | | | | | | | | | | | - Andrés Garriz
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
| | - Franco Rubén Rossi
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
| | | | - Leandro Solmi
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
| | - Maria Soraya Salloum
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV) Ing “Victorio S Trippi,” Instituto Nacional de Tecnología Agropecuaria (INTA), Córdoba, Argentina
| | - Mariela Inés Monteoliva
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV) Ing “Victorio S Trippi,” Instituto Nacional de Tecnología Agropecuaria (INTA), Córdoba, Argentina
| | - Julio Humberto Debat
- Instituto de Patología Vegetal (IPAVE) Ing “Sergio Nome,” Instituto Nacional de Tecnología Agropecuaria (INTA), Córdoba, Argentina
| | - Oscar Adolfo Ruiz
- Instituto Tecnológico de Chascomús (INTECH), UNSAM-CONICET, Chascomús, Argentina
- Instituto de Fisiología y Recursos Genéticos Vegetales (IFRGV) Ing “Victorio S Trippi,” Instituto Nacional de Tecnología Agropecuaria (INTA), Córdoba, Argentina
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5
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Kankanala P, Nandety RS, Mysore KS. Genomics of Plant Disease Resistance in Legumes. FRONTIERS IN PLANT SCIENCE 2019; 10:1345. [PMID: 31749817 PMCID: PMC6842968 DOI: 10.3389/fpls.2019.01345] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 09/27/2019] [Indexed: 05/15/2023]
Abstract
The constant interactions between plants and pathogens in the environment and the resulting outcomes are of significant importance for agriculture and agricultural scientists. Disease resistance genes in plant cultivars can break down in the field due to the evolution of pathogens under high selection pressure. Thus, the protection of crop plants against pathogens is a continuous arms race. Like any other type of crop plant, legumes are susceptible to many pathogens. The dawn of the genomic era, in which high-throughput and cost-effective genomic tools have become available, has revolutionized our understanding of the complex interactions between legumes and pathogens. Genomic tools have enabled a global view of transcriptome changes during these interactions, from which several key players in both the resistant and susceptible interactions have been identified. This review summarizes some of the large-scale genomic studies that have clarified the host transcriptional changes during interactions between legumes and their plant pathogens while highlighting some of the molecular breeding tools that are available to introgress the traits into breeding programs. These studies provide valuable insights into the molecular basis of different levels of host defenses in resistant and susceptible interactions.
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6
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Langenbach C, Campe R, Beyer SF, Mueller AN, Conrath U. Fighting Asian Soybean Rust. FRONTIERS IN PLANT SCIENCE 2016; 7:797. [PMID: 27375652 PMCID: PMC4894884 DOI: 10.3389/fpls.2016.00797] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2015] [Accepted: 05/22/2016] [Indexed: 05/18/2023]
Abstract
Phakopsora pachyrhizi is a biotrophic fungus provoking SBR disease. SBR poses a major threat to global soybean production. Though several R genes provided soybean immunity to certain P. pachyrhizi races, the pathogen swiftly overcame this resistance. Therefore, fungicides are the only current means to control SBR. However, insensitivity to fungicides is soaring in P. pachyrhizi and, therefore, alternative measures are needed for SBR control. In this article, we discuss the different approaches for fighting SBR and their potential, disadvantages, and advantages over other measures. These encompass conventional breeding for SBR resistance, transgenic approaches, exploitation of transcription factors, secondary metabolites, and antimicrobial peptides, RNAi/HIGS, and biocontrol strategies. It seems that an integrating approach exploiting different measures is likely to provide the best possible means for the effective control of SBR.
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Affiliation(s)
- Caspar Langenbach
- Department of Plant Physiology, RWTH Aachen UniversityAachen, Germany
| | - Ruth Campe
- BASF Plant Science Company GmbHLimburgerhof, Germany
| | | | - André N. Mueller
- Department of Plant Physiology, RWTH Aachen UniversityAachen, Germany
| | - Uwe Conrath
- Department of Plant Physiology, RWTH Aachen UniversityAachen, Germany
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7
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Aoyagi LN, Lopes-Caitar VS, de Carvalho MCCG, Darben LM, Polizel-Podanosqui A, Kuwahara MK, Nepomuceno AL, Abdelnoor RV, Marcelino-Guimarães FC. Genomic and transcriptomic characterization of the transcription factor family R2R3-MYB in soybean and its involvement in the resistance responses to Phakopsora pachyrhizi. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2014; 229:32-42. [PMID: 25443831 DOI: 10.1016/j.plantsci.2014.08.005] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2014] [Revised: 08/07/2014] [Accepted: 08/11/2014] [Indexed: 05/07/2023]
Abstract
Myb genes constitute one of the largest transcription factor families in the plant kingdom. Soybean MYB transcription factors have been related to the plant response to biotic stresses. Their involvement in response to Phakopsora pachyrhizi infection has been reported by several transcriptional studies. Due to their apparently highly diverse functions, these genes are promising targets for developing crop varieties resistant to diseases. In the present study, the identification and phylogenetic analysis of the soybean R2R3-MYB (GmMYB) transcription factor family was performed and the expression profiles of these genes under biotic stress were determined. GmMYBs were identified from the soybean genome using bioinformatic tools, and their putative functions were determined based on the phylogenetic tree and classified into subfamilies using guides AtMYBs describing known functions. The transcriptional profiles of GmMYBs upon infection with different pathogen were revealed by in vivo and in silico analyses. Selected target genes potentially involved in disease responses were assessed by RT-qPCR after different times of inoculation with P. pachyrhizi using different genetic backgrounds related to resistance genes (Rpp2 and Rpp5). R2R3-MYB transcription factors related to lignin synthesis and genes responsive to chitin were significantly induced in the resistant genotypes.
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Affiliation(s)
- Luciano N Aoyagi
- Department of Biochemistry and Biotechnology, Universidade Estadual de Londrina, Celso Garcia Cid - Pr 445 Highway, Km 380, 86.057-970, Londrina, Paraná, Brazil; Department of Biological Sciences, Universidade Estadual de Maringá, Av. Colombo Avenue, Number 5.790, Jd. Universitário, 87.020-900, Maringa, Paraná, Brazil.
| | - Valéria S Lopes-Caitar
- Departament of Computer Science, Universidade Tecnológica Federal do Paraná, Alberto Carazzai Avenue, Number 1640, 86.300-000, Cornélio Procópio, Parana, Brazil; Department of General Biology, Universidade Estadual de Londrina, Celso Garcia Cid Road, PR 445, Km 380, P.O. Box 6001, 86051-990, Brazil; Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Mayra C C G de Carvalho
- Department of Biological Sciences, Universidade Estadual do Norte do Paraná, Bandeirantes-Brazil, BR-369 highway, Km 54, Vila Maria, 86.360-000, Bandeirantes, Paraná, Brazil.
| | - Luana M Darben
- Department of Biological Sciences, Universidade Estadual de Maringá, Av. Colombo Avenue, Number 5.790, Jd. Universitário, 87.020-900, Maringa, Paraná, Brazil; Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Adriana Polizel-Podanosqui
- Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Marcia K Kuwahara
- Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Alexandre L Nepomuceno
- Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Ricardo V Abdelnoor
- Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
| | - Francismar C Marcelino-Guimarães
- Brazilian Agricultural Research Corporation - EMBRAPA, P.O. Box 231, Carlos João Strass Highway - Distrito de Warta, 86.001-970, Londrina, Paraná, Brazil.
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8
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Sherman-Broyles S, Bombarely A, Powell AF, Doyle JL, Egan AN, Coate JE, Doyle JJ. The wild side of a major crop: soybean's perennial cousins from Down Under. AMERICAN JOURNAL OF BOTANY 2014; 101:1651-65. [PMID: 25326613 DOI: 10.3732/ajb.1400121] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The accumulation of over 30 years of basic research on the biology, genetic variation, and evolution of the wild perennial relatives of soybean (Glycine max) provides a foundation to improve cultivated soybean. The cultivated soybean and its wild progenitor, G. soja, have a center of origin in eastern Asia and are the only two species in the annual subgenus Soja. Systematic and evolutionary studies of the ca. 30 perennial species of subgenus Glycine, native to Australia, have benefited from the availability of the G. max genomic sequence. The perennial species harbor many traits of interest to soybean breeders, among them resistance to major soybean pathogens such as cyst nematode and leaf rust. New species in the Australian subgenus continue to be described, due to the collection of new material and to insights gleaned through systematic studies of accessions in germplasm collections. Ongoing studies in perennial species focus on genomic regions that contain genes for key traits relevant to soybean breeding. These comparisons also include the homoeologous regions that are the result of polyploidy in the common ancestor of all Glycine species. Subgenus Glycine includes a complex of recently formed allopolyploids that are the focus of studies aimed at elucidating genomic, transcriptomic, physiological, taxonomic, morphological, developmental, and ecological processes related to polyploid evolution. Here we review what has been learned over the past 30 years and outline ongoing work on photosynthesis, nitrogen fixation, and floral biology, much of it drawing on new technologies and resources.
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Affiliation(s)
| | | | - Adrian F Powell
- Cornell University, 412 Mann Library Building, Ithaca, New York 14853 USA
| | - Jane L Doyle
- Cornell University, 412 Mann Library Building, Ithaca, New York 14853 USA
| | - Ashley N Egan
- Department of Botany, National Museum of Natural History, MRC 166, Smithsonian Institution, Washington D.C. 20013-7012 USA
| | - Jeremy E Coate
- Reed College, Department of Biology, 3203 SE Woodstock Blvd., Portland, Oregon 97202 USA
| | - Jeff J Doyle
- Cornell University, 412 Mann Library Building, Ithaca, New York 14853 USA
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9
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Bencke-Malato M, Cabreira C, Wiebke-Strohm B, Bücker-Neto L, Mancini E, Osorio MB, Homrich MS, Turchetto-Zolet AC, De Carvalho MCCG, Stolf R, Weber RLM, Westergaard G, Castagnaro AP, Abdelnoor RV, Marcelino-Guimarães FC, Margis-Pinheiro M, Bodanese-Zanettini MH. Genome-wide annotation of the soybean WRKY family and functional characterization of genes involved in response to Phakopsora pachyrhizi infection. BMC PLANT BIOLOGY 2014; 14:236. [PMID: 25201117 PMCID: PMC4172953 DOI: 10.1186/s12870-014-0236-0] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Accepted: 08/29/2014] [Indexed: 05/07/2023]
Abstract
BACKGROUND Many previous studies have shown that soybean WRKY transcription factors are involved in the plant response to biotic and abiotic stresses. Phakopsora pachyrhizi is the causal agent of Asian Soybean Rust, one of the most important soybean diseases. There are evidences that WRKYs are involved in the resistance of some soybean genotypes against that fungus. The number of WRKY genes already annotated in soybean genome was underrepresented. In the present study, a genome-wide annotation of the soybean WRKY family was carried out and members involved in the response to P. pachyrhizi were identified. RESULTS As a result of a soybean genomic databases search, 182 WRKY-encoding genes were annotated and 33 putative pseudogenes identified. Genes involved in the response to P. pachyrhizi infection were identified using superSAGE, RNA-Seq of microdissected lesions and microarray experiments. Seventy-five genes were differentially expressed during fungal infection. The expression of eight WRKY genes was validated by RT-qPCR. The expression of these genes in a resistant genotype was earlier and/or stronger compared with a susceptible genotype in response to P. pachyrhizi infection. Soybean somatic embryos were transformed in order to overexpress or silence WRKY genes. Embryos overexpressing a WRKY gene were obtained, but they were unable to convert into plants. When infected with P. pachyrhizi, the leaves of the silenced transgenic line showed a higher number of lesions than the wild-type plants. CONCLUSIONS The present study reports a genome-wide annotation of soybean WRKY family. The participation of some members in response to P. pachyrhizi infection was demonstrated. The results contribute to the elucidation of gene function and suggest the manipulation of WRKYs as a strategy to increase fungal resistance in soybean plants.
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Affiliation(s)
- Marta Bencke-Malato
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Caroline Cabreira
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Beatriz Wiebke-Strohm
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Lauro Bücker-Neto
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Marina B Osorio
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Milena S Homrich
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Andreia Carina Turchetto-Zolet
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Renata Stolf
- />Empresa Brasileira de Pesquisa Agropecuária (Embrapa Soja), Londrina, Brazil
| | - Ricardo LM Weber
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Atílio P Castagnaro
- />Estación Experimental Agroindustrial Obispo Colombres (EEAOC), Tucumán, Argentina
| | - Ricardo V Abdelnoor
- />Empresa Brasileira de Pesquisa Agropecuária (Embrapa Soja), Londrina, Brazil
| | | | - Márcia Margis-Pinheiro
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Maria Helena Bodanese-Zanettini
- />Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
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10
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Morales AMAP, O Rourke JA, van de Mortel M, Scheider KT, Bancroft TJ, Bor M AZ, Nelson RT, Nettleton D, Baum TJ, Shoemaker RC, Frederick RD, Abdelnoor RV, Pedley KF, Whitham SA, Graham MA. Transcriptome analyses and virus induced gene silencing identify genes in the Rpp4-mediated Asian soybean rust resistance pathway. FUNCTIONAL PLANT BIOLOGY : FPB 2013; 40:1029-1047. [PMID: 32481171 DOI: 10.1071/fp12296] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/05/2012] [Accepted: 01/12/2013] [Indexed: 05/24/2023]
Abstract
Rpp4 (Resistance to Phakopsora pachyrhizi 4) confers resistance to Phakopsora pachyrhizi Sydow, the causal agent of Asian soybean rust (ASR). By combining expression profiling and virus induced gene silencing (VIGS), we are developing a genetic framework for Rpp4-mediated resistance. We measured gene expression in mock-inoculated and P. pachyrhizi-infected leaves of resistant soybean accession PI459025B (Rpp4) and the susceptible cultivar (Williams 82) across a 12-day time course. Unexpectedly, two biphasic responses were identified. In the incompatible reaction, genes induced at 12h after infection (hai) were not differentially expressed at 24 hai, but were induced at 72 hai. In contrast, genes repressed at 12 hai were not differentially expressed from 24 to 144 hai, but were repressed 216 hai and later. To differentiate between basal and resistance-gene (R-gene) mediated defence responses, we compared gene expression in Rpp4-silenced and empty vector-treated PI459025B plants 14 days after infection (dai) with P. pachyrhizi. This identified genes, including transcription factors, whose differential expression is dependent upon Rpp4. To identify differentially expressed genes conserved across multiple P. pachyrhizi resistance pathways, Rpp4 expression datasets were compared with microarray data previously generated for Rpp2 and Rpp3-mediated defence responses. Fourteen transcription factors common to all resistant and susceptible responses were identified, as well as fourteen transcription factors unique to R-gene-mediated resistance responses. These genes are targets for future P. pachyrhizi resistance research.
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Affiliation(s)
- Aguida M A P Morales
- Universidade Federal de Viçosa, Departamento de Fitotecnia, 36.570-000, Viçosa, MG, Brazil
| | - Jamie A O Rourke
- USDA-Agricultural Research Service, Plant Science Research Unit, Saint Paul, MN 55108, USA
| | - Martijn van de Mortel
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50014, USA
| | - Katherine T Scheider
- USDA- Agricultural Research Service, Foreign Disease-Weed Science Research Unit, Fort Detrick, MA 21702, USA
| | | | - Alu Zio Bor M
- Universidade Federal de Viçosa, Departamento de Fitotecnia, 36.570-000, Viçosa, MG, Brazil
| | - Rex T Nelson
- USDA-Agricultural Research Service, Corn Insects and Crop Genetics Research Unit, Ames, IA 50014, USA
| | - Dan Nettleton
- Department of Statistics, Iowa State University, Ames, IA 50014, USA
| | - Thomas J Baum
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50014, USA
| | - Randy C Shoemaker
- USDA-Agricultural Research Service, Corn Insects and Crop Genetics Research Unit, Ames, IA 50014, USA
| | - Reid D Frederick
- USDA- Agricultural Research Service, Foreign Disease-Weed Science Research Unit, Fort Detrick, MA 21702, USA
| | - Ricardo V Abdelnoor
- Laboratório de Biotecnologia Vegetal e Bioinformática, Embrapa Soja, Rod. Carlos João Strass, 86001-970, Londrina - PR, Brazil
| | - Kerry F Pedley
- USDA- Agricultural Research Service, Foreign Disease-Weed Science Research Unit, Fort Detrick, MA 21702, USA
| | - Steven A Whitham
- Department of Plant Pathology and Microbiology, Iowa State University, Ames, IA 50014, USA
| | - Michelle A Graham
- USDA-Agricultural Research Service, Corn Insects and Crop Genetics Research Unit, Ames, IA 50014, USA
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11
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Radwan O, Li M, Calla B, Li S, Hartman GL, Clough SJ. Effect of Fusarium virguliforme phytotoxin on soybean gene expression suggests a role in multidimensional defence. MOLECULAR PLANT PATHOLOGY 2013; 14:293-307. [PMID: 23240728 PMCID: PMC6638634 DOI: 10.1111/mpp.12006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Sudden death syndrome (SDS), caused by Fusarium virguliforme, is an important yield-limiting disease of soybean. This soil-borne fungus colonizes soybean roots causing root rot, and also releases a phytotoxin that is translocated to leaves causing interveinal chlorosis and necrosis leading to defoliation and early maturation. The objective of our study was to compare gene expression profiles during the early response of soybean leaves exposed to sterile culture filtrates of F. virguliforme in soybean genotypes with different levels of resistance to SDS. The analysis identified SDS-related defence genes that were induced in the most resistant genotype, but not in the other genotypes. Further functional annotations based on sequence homology suggested that some of the induced genes probably encode proteins involved in cell wall modification, detoxification, defence responses, primary metabolism and membrane transport. Quantitative real-time reverse-transcribed polymerase chain reaction confirmed the differential transcript accumulation of a subset of these genes. In addition, in silico mapping of differentially expressed genes to SDS-resistant quantitative trait loci allowed for the identification of new potential defence genes that could be genetically mapped to the soybean genome, and could be used further in a marker-assisted selection programme. A comparison of the response of soybean to F. virguliforme phytotoxin (Fv toxin) relative to other biotic and abiotic stresses revealed that the resistance response to Fv toxin is quite similar to the response to inoculation with an incompatible Pseudomonas syringae pv. glycinea strain, suggesting that Fv toxin might induce hypersensitive response pathways in soybean leaf tissues in the absence of pathogen in these tissues.
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Affiliation(s)
- Osman Radwan
- Department of Crop Sciences, University of Illinois, Urbana, IL 61801, USA
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12
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Studham ME, MacIntosh GC. Phytohormone signaling pathway analysis method for comparing hormone responses in plant-pest interactions. BMC Res Notes 2012; 5:392. [PMID: 22846705 PMCID: PMC3460778 DOI: 10.1186/1756-0500-5-392] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2012] [Accepted: 07/19/2012] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Phytohormones mediate plant defense responses to pests and pathogens. In particular, the hormones jasmonic acid, ethylene, salicylic acid, and abscisic acid have been shown to dictate and fine-tune defense responses, and identification of the phytohormone components of a particular defense response is commonly used to characterize it. Identification of phytohormone regulation is particularly important in transcriptome analyses. Currently there is no computational tool to determine the relative activity of these hormones that can be applied to transcriptome analyses in soybean. FINDINGS We developed a pathway analysis method that provides a broad measure of the activation or suppression of individual phytohormone pathways based on changes in transcript expression of pathway-related genes. The magnitude and significance of these changes are used to determine a pathway score for a phytohormone for a given comparison in a microarray experiment. Scores for individual hormones can then be compared to determine the dominant phytohormone in a given defense response. To validate this method, it was applied to publicly available data from previous microarray experiments that studied the response of soybean plants to Asian soybean rust and soybean cyst nematode. The results of the analyses for these experiments agreed with our current understanding of the role of phytohormones in these defense responses. CONCLUSIONS This method is useful in providing a broad measure of the relative induction and suppression of soybean phytohormones during a defense response. This method could be used as part of microarray studies that include individual transcript analysis, gene set analysis, and other methods for a comprehensive defense response characterization.
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Affiliation(s)
- Matthew E Studham
- Bioinformatics and Computational Biology Program, Iowa State University, Ames, IA, 50011, USA
| | - Gustavo C MacIntosh
- Department of Biochemistry, Biophysics, and Molecular Biology, Iowa State University, Ames, IA, 50011, USA
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13
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Wiebke-Strohm B, Pasquali G, Margis-Pinheiro M, Bencke M, Bücker-Neto L, Becker-Ritt AB, Martinelli AHS, Rechenmacher C, Polacco JC, Stolf R, Marcelino FC, Abdelnoor RV, Homrich MS, Del Ponte EM, Carlini CR, De Carvalho MCCG, Bodanese-Zanettini MH. Ubiquitous urease affects soybean susceptibility to fungi. PLANT MOLECULAR BIOLOGY 2012; 79:75-87. [PMID: 22382992 PMCID: PMC3332383 DOI: 10.1007/s11103-012-9894-1] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2011] [Accepted: 02/11/2012] [Indexed: 05/09/2023]
Abstract
The soybean ubiquitous urease (encoded by GmEu4) is responsible for recycling metabolically derived urea. Additional biological roles have been demonstrated for plant ureases, notably in toxicity to other organisms. However, urease enzymatic activity is not related to its toxicity. The role of GmEu4 in soybean susceptibility to fungi was investigated in this study. A differential expression pattern of GmEu4 was observed in susceptible and resistant genotypes of soybeans over the course of a Phakopsora pachyrhizi infection, especially 24 h after infection. Twenty-nine adult, transgenic soybean plants, representing six independently transformed lines, were obtained. Although the initial aim of this study was to overexpress GmEu4, the transgenic plants exhibited GmEu4 co-suppression and decreased ureolytic activity. The growth of Rhizoctonia solani, Phomopsis sp., and Penicillium herguei in media containing a crude protein extract from either transgenic or non-transgenic leaves was evaluated. The fungal growth was higher in the protein extracts from transgenic urease-deprived plants than in extracts from non-transgenic controls. When infected by P. pachyrhizi uredospores, detached leaves of urease-deprived plants developed a significantly higher number of lesions, pustules and erupted pustules than leaves of non-transgenic plants containing normal levels of the enzyme. The results of the present work show that the soybean plants were more susceptible to fungi in the absence of urease. It was not possible to overexpress active GmEu4. For future work, overexpression of urease fungitoxic peptides could be attempted as an alternative approach.
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Affiliation(s)
- Beatriz Wiebke-Strohm
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Giancarlo Pasquali
- Programa de Pós-Graduação em Biologia Celular e Molecular, Centro de Biotecnologia, UFRGS, Porto Alegre, Brazil
| | - Márcia Margis-Pinheiro
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Marta Bencke
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Lauro Bücker-Neto
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Arlete B. Becker-Ritt
- Programa de Pós-Graduação em Biologia Celular e Molecular, Centro de Biotecnologia, UFRGS, Porto Alegre, Brazil
| | - Anne H. S. Martinelli
- Programa de Pós-Graduação em Biologia Celular e Molecular, Centro de Biotecnologia, UFRGS, Porto Alegre, Brazil
| | - Ciliana Rechenmacher
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | | | - Renata Stolf
- Empresa Brasileira de Pesquisa Agropecuária, Embrapa Soja, Londrina, Brazil
| | | | | | - Milena S. Homrich
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
| | - Emerson M. Del Ponte
- Departamento de Fitossanidade, Faculdade de Agronomia, UFRGS, Porto Alegre, Brazil
| | - Celia R. Carlini
- Programa de Pós-Graduação em Biologia Celular e Molecular, Centro de Biotecnologia, UFRGS, Porto Alegre, Brazil
| | | | - Maria Helena Bodanese-Zanettini
- Programa de Pós-Graduação em Genética e Biologia Molecular, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil
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14
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Mazarei M, Liu W, Al-Ahmad H, Arelli PR, Pantalone VR, Stewart CN. Gene expression profiling of resistant and susceptible soybean lines infected with soybean cyst nematode. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2011; 123:1193-206. [PMID: 21800143 DOI: 10.1007/s00122-011-1659-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2011] [Accepted: 07/07/2011] [Indexed: 05/07/2023]
Abstract
Soybean cyst nematode (SCN) is the most devastating pathogen of soybean. Information about the molecular basis of soybean-SCN interactions is needed to assist future development of effective management tools against this pathogen. Toward this end, soybean transcript abundance was measured using the Affymetrix Soybean Genome Array in a susceptible and a resistant reaction of soybean to SCN infection. Two genetically related soybean sister lines TN02-226 and TN02-275, which are resistant and susceptible, respectively, to the SCN race 2 infection were utilized in these experiments. Pairwise comparisons followed by false discovery rate analysis indicated that the expression levels of 162 transcripts changed significantly in the resistant line, of which 84 increased while 78 decreased. However, in the susceptible line, 1,694 transcripts changed significantly, of which 674 increased while 1,020 decreased. Comparative analyses of these transcripts indicated that a total of 51 transcripts were in common between resistance and susceptible responses. In this set, 42 transcripts increased in the resistant line, but decreased in the susceptible line. Quantitative real-time reverse-transcription polymerase chain reaction confirmed the results of microarray analysis. Of the transcripts to which a function could be assigned, genes were associated with metabolism, cell wall modification, signal transduction, transcription, and defense. Microarray analyses examining two genetically related soybean lines against the same SCN population provided additional insights into the specific changes in gene expression of a susceptible and a resistant reaction beneficial for identification of genes involved in defense.
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Affiliation(s)
- Mitra Mazarei
- Department of Plant Sciences, The University of Tennessee, 252 Ellington Plant Sciences, 2431 Joe Johnson Dr., Knoxville, TN 37996, USA.
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15
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Schneider KT, van de Mortel M, Bancroft TJ, Braun E, Nettleton D, Nelson RT, Frederick RD, Baum TJ, Graham MA, Whitham SA. Biphasic gene expression changes elicited by Phakopsora pachyrhizi in soybean correlate with fungal penetration and haustoria formation. PLANT PHYSIOLOGY 2011; 157:355-71. [PMID: 21791600 PMCID: PMC3165884 DOI: 10.1104/pp.111.181149] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2011] [Accepted: 07/22/2011] [Indexed: 05/18/2023]
Abstract
Inoculation of soybean (Glycine max) plants with Phakopsora pachyrhizi, the causal organism of Asian soybean rust, elicits a biphasic response characterized by a burst of differential gene expression in the first 12 h. A quiescent period occurs from 24 to 48 h after inoculation, in which P. pachyrhizi continues to develop but does not elicit strong host responses, followed by a second phase of intense gene expression. To correlate soybean responses with P. pachyrhizi growth and development, we inoculated the soybean cultivar Ankur (accession PI462312), which carries the Rpp3 resistance gene, with avirulent and virulent isolates of P. pachyrhizi. The avirulent isolate Hawaii 94-1 elicits hypersensitive cell death that limits fungal growth on Ankur and results in an incompatible response, while the virulent isolate Taiwan 80-2 grows extensively, sporulates profusely, and produces a compatible reaction. Inoculated leaves were collected over a 288-h time course for microarray analysis of soybean gene expression and microscopic analysis of P. pachyrhizi growth and development. The first burst in gene expression correlated with appressorium formation and penetration of epidermal cells, while the second burst of gene expression changes followed the onset of haustoria formation in both compatible and incompatible interactions. The proliferation of haustoria coincided with the inhibition of P. pachyrhizi growth in the incompatible interaction or the beginning of accelerated growth in the compatible interaction. The temporal relationships between P. pachyrhizi growth and host responses provide an important context in which to view interacting gene networks that mediate the outcomes of their interactions.
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16
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Radwan O, Liu Y, Clough SJ. Transcriptional analysis of soybean root response to Fusarium virguliforme, the causal agent of sudden death syndrome. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2011; 24:958-72. [PMID: 21751852 DOI: 10.1094/mpmi-11-10-0271] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Sudden death syndrome (SDS) of soybean can be caused by any of four distinct Fusarium species, with F. virguliforme and F. tucumaniae being the main casual agents in North and South America, respectively. Although the fungal tissue is largely confined to the roots, the fungus releases a toxin that is translocated to leaf tissues, in which it causes interveinal chlorosis and necrosis leading to scorching symptoms and possible defoliation. In this study, we report on an Affymetrix analysis measuring transcript abundances in resistant (PI 567.374) and susceptible (Essex) roots upon infection by F. virguliforme, 5 and 7 days postinoculation. Many of the genes with increased expression were common between resistant and susceptible plants (including genes related to programmed cell death, the phenylpropanoid pathway, defense, signal transduction, and transcription factors), but some genotype-specific expression was noted. Changes in small (sm)RNA levels between inoculated and mock-treated samples were also studied and implicate a role for these molecules in this interaction. In total, 2,467 genes were significantly changing in the experiment, with 1,694 changing in response to the pathogen; 93 smRNA and 42 microRNA that have putative soybean gene targets were identified from infected tissue. Comparing genotypes, 247 genes were uniquely modulating in the resistant host, whereas 378 genes were uniquely modulating in the susceptible host. Comparing locations of differentially expressed genes to known resistant quantitative trait loci as well as identifying smRNA that increased while their putative targets decreased (or vice versa) allowed for the narrowing of candidate SDS defense-associated genes.
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Affiliation(s)
- Osman Radwan
- Department of Crop Sciences, University of Illinois, Urbana, IL 61801, USA
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17
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Pandey AK, Yang C, Zhang C, Graham MA, Horstman HD, Lee Y, Zabotina OA, Hill JH, Pedley KF, Whitham SA. Functional analysis of the Asian soybean rust resistance pathway mediated by Rpp2. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2011; 24:194-206. [PMID: 20977308 DOI: 10.1094/mpmi-08-10-0187] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
Asian soybean rust is an aggressive foliar disease caused by the obligate biotrophic fungus Phakopsora pachyrhizi. On susceptible plants, the pathogen penetrates and colonizes leaf tissue, resulting in the formation of necrotic lesions and the development of numerous uredinia. The soybean Rpp2 gene confers resistance to specific isolates of P. pachyrhizi. Rpp2-mediated resistance limits the growth of the pathogen and is characterized by the formation of reddish-brown lesions and few uredinia. Using virus-induced gene silencing, we screened 140 candidate genes to identify those that play a role in Rpp2 resistance toward P. pachyrhizi. Candidate genes included putative orthologs to known defense-signaling genes, transcription factors, and genes previously found to be upregulated during the Rpp2 resistance response. We identified 11 genes that compromised Rpp2-mediated resistance when silenced, including GmEDS1, GmNPR1, GmPAD4, GmPAL1, five predicted transcription factors, an O-methyl transferase, and a cytochrome P450 monooxygenase. Together, our results provide new insight into the signaling and biochemical pathways required for resistance against P. pachyrhizi.
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Affiliation(s)
- Ajay K Pandey
- Foreign Disease-Weed Science Research Unit, United States Department of Agriculture–Agricultural Research Service (USDA-ARS), 1301 Ditto Avenue, Ft. Detrick, MD 21702, USA
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18
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Gene Expression in Leaves of Susceptible Glycine max during Infection with Phakopsora pachyrhizi Using Next Generation Sequencing. ACTA ACUST UNITED AC 2011. [DOI: 10.1155/2011/827250] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Soybean rust is caused by the obligate biotrophic fungus Phakopsora pachyrhizi, an exotic pathogen causing important yield losses in soybean production. We used an mRNA-Seq strategy to analyze the expression pattern of soybean genes and better understand molecular events occurring in soybean following the infection. cDNA libraries were constructed from RNA isolated from whole infected soybean leaves 10 days after inoculation with P. pachyrhizi and sequenced using an Illumina platform to identify soybean genes that are affected by pathogen growth. We obtained 15 million sequences corresponding to soybean genes. Forty-two percent of the genes were downregulated including genes encoding proteins involved in amino acid metabolism, carbohydrate metabolism, and transport facilitation; 31% were upregulated including genes encoding proteins involved in lipid metabolism, glycan biosynthesis, and signal transduction. Candidate host genes identified in this study will be manipulated to assay their potential to control soybean rust disease.
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Soria-Guerra RE, Rosales-Mendoza S, Chang S, Haudenshield JS, Zheng D, Rao SS, Hartman GL, Ghabrial SA, Korban SS. Identifying differentially expressed genes in leaves of Glycine tomentella in the presence of the fungal pathogen Phakopsora pachyrhizi. PLANTA 2010; 232:1181-9. [PMID: 20711604 DOI: 10.1007/s00425-010-1251-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2010] [Accepted: 07/15/2010] [Indexed: 05/07/2023]
Abstract
To compare transcription profiles in genotypes of Glycine tomentella that are differentially sensitive to soybean rust, caused by the fungal pathogen Phakopsora pachyrhizi, four cDNA libraries were constructed using the suppression subtractive hybridization method. Libraries were constructed from rust-infected and non-infected leaves of resistant (PI509501) and susceptible (PI441101) genotypes of G. tomentella, and subjected to subtractive hybridization. A total of 1,536 sequences were obtained from these cDNA libraries from which 195 contigs and 865 singletons were identified. Of these sequenced cDNA clones, functions of 646 clones (61%) were determined. In addition, 160 clones (15%) had significant homology to hypothetical proteins; while the remaining 254 clones (24%) did not reveal any hits. Of those 646 clones with known functions, different genes encoding protein products involved in metabolism, cell defense, energy, protein synthesis, transcription, and cellular transport were identified. These findings were subsequently confirmed by real time RT-PCR and dot blot hybridization.
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Affiliation(s)
- Ruth Elena Soria-Guerra
- Department of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL 61821, USA
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Fang ZD, Marois JJ, Stacey G, Schoelz JE, English JT, Schmidt FJ. Combinatorially selected peptides for protection of soybean against Phakopsora pachyrhizi. PHYTOPATHOLOGY 2010; 100:1111-7. [PMID: 20839946 DOI: 10.1094/phyto-12-09-0365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Phakopsora pachyrhizi, the fungal pathogen that causes Asian soybean rust, has the potential to cause significant losses in soybean yield in many production regions of the United States. Germplasm with durable, single-gene resistance is lacking, and control of rust depends on timely application of fungicides. To assist the development of new modes of soybean resistance, we identified peptides from combinatorial phage-display peptide libraries that inhibit germ tube growth from urediniospores of P. pachyrhizi. Two peptides, Sp2 and Sp39, were identified that inhibit germ tube development when displayed as fusions with the coat protein of M13 phage or as fusions with maize cytokinin oxidase/dehydrogenase (ZmCKX1). In either display format, the inhibitory effect of the peptides on germ tube growth was concentration dependent. In addition, when peptides Sp2 or Sp39 in either format were mixed with urediniospores and inoculated to soybean leaves with an 8-h wetness period, rust lesion development was reduced. Peptides Sp2 and Sp39, displayed on ZmCKX1, were found to interact with a 20-kDa protein derived from germinated urediniospores. Incorporating peptides that inhibit pathogen development and pathogenesis into breeding programs may contribute to the development of soybean cultivars with improved, durable rust tolerance.
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Affiliation(s)
- Zhiwei D Fang
- Division of Plant Sciences, University of Missouri, Columbia, MO 65211, USA
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Soria-Guerra RE, Rosales-Mendoza S, Chang S, Haudenshield JS, Padmanaban A, Rodriguez-Zas S, Hartman GL, Ghabrial SA, Korban SS. Transcriptome analysis of resistant and susceptible genotypes of Glycine tomentella during Phakopsora pachyrhizi infection reveals novel rust resistance genes. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2010; 120:1315-33. [PMID: 20058146 DOI: 10.1007/s00122-009-1258-0] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2009] [Accepted: 12/22/2009] [Indexed: 05/24/2023]
Abstract
Soybean rust, caused by Phakopsora pachyrhizi, is a destructive foliar disease in nearly all soybean-producing countries. To identify genes controlling resistance to soybean rust, transcriptome profiling was conducted in resistant and susceptible Glycine tomentella genotypes triggered by P. pachyrhizi infection. Among 38,400 genes monitored using a soybean microarray, at 5% false discovery rate, 1,342 genes were identified exhibiting significant differential expression between uninfected and P. pachyrhizi-infected leaves at 12, 24, 48, and 72 h post-inoculation (hpi) in both rust-susceptible and rust-resistant genotypes. Differentially expressed genes were grouped into 12 functional categories, and among those, large numbers relate to basic plant metabolism. Transcripts for genes involved in the phenylpropanoid pathway were up-regulated early during rust infection. Similarly, genes coding for proteins related to stress and defense responses such as glutathione-S-transferases, peroxidases, heat shock proteins, and lipoxygenases were consistently up-regulated following infection at all four time points. Whereas, subsets of genes involved in cellular transport, cellular communication, cell cycle, and DNA processing were down-regulated. Quantitative real-time reverse-transcription polymerase chain reaction (qRT-PCR) on randomly selected genes from the different categories confirmed these findings. Of differentially expressed genes, those associated with the flavonoid biosynthesis pathway as well as those coding for peroxidases and lipoxygenases were likely to be involved in rust resistance in soybean, and would serve as good candidates for functional studies. These findings provided insights into mechanisms underlying resistance and general activation of plant defense pathways in response to rust infection.
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Affiliation(s)
- Ruth Elena Soria-Guerra
- Department of Natural Resources and Environmental Sciences, University of Illinois, Urbana, IL, 61821, USA
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Goellner K, Loehrer M, Langenbach C, Conrath U, Koch E, Schaffrath U. Phakopsora pachyrhizi, the causal agent of Asian soybean rust. MOLECULAR PLANT PATHOLOGY 2010; 11:169-77. [PMID: 20447267 PMCID: PMC6640291 DOI: 10.1111/j.1364-3703.2009.00589.x] [Citation(s) in RCA: 78] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
UNLABELLED The plant pathogenic basidiomycete fungi Phakopsora pachyrhizi and Phakopsora meibomiae cause rust disease in soybean plants. Phakopsora pachyrhizi originated in Asia-Australia, whereas the less aggressive P. meibomiae originated in Latin America. In the New World, P. pachyrhizi was first reported in the 1990s to have spread to Hawaii and, since 2001, it has been found in South America. In 2004, the pathogen entered continental USA. This review provides detailed information on the taxonomy and molecular biology of the pathogen, and summarizes strategies to combat the threat of this devastating disease. TAXONOMY Phakopsora pachyrhizi Syd. & P. Syd; uredial anamorph: Malupa sojae (syn. Uredo sojae); Domain Eukaryota; Kingdom Fungi; Phylum Basidiomycota; Order Uredinales; Class Urediniomycetes; Family Phakopsoraceae; Genus Phakopsora (http://www.indexfungorum.org). The nomenclature of rust spores and spore-producing structures used within this review follows Agrios GN (2005) Plant Pathology, 5th edn. London: Elsevier/Academic Press. HOST RANGE In the field, P. pachyrhizi infects leaf tissue from a broad range (at least 31 species in 17 genera) of leguminous plants. Infection of an additional 60 species in other genera has been achieved under laboratory conditions. DISEASE SYMPTOMS At the beginning of the disease, small, tan-coloured lesions, restricted by leaf veins, can be observed on infected soybean leaves. Lesions enlarge and, 5-8 days after initial infection, rust pustules (uredia, syn. uredinia) become visible. Uredia develop more frequently in lesions on the lower surface of the leaf than on the upper surface. The uredia open with a round ostiole through which uredospores are released.
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Affiliation(s)
- Katharina Goellner
- Department of Plant Physiology, RWTH Aachen University, D-52056 Aachen, Germany
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Panthee DR, Chen F. Genomics of fungal disease resistance in tomato. Curr Genomics 2010; 11:30-9. [PMID: 20808521 PMCID: PMC2851114 DOI: 10.2174/138920210790217927] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2009] [Revised: 06/19/2009] [Accepted: 06/19/2009] [Indexed: 11/26/2022] Open
Abstract
Tomato (Solanum lycopersicum) is an important vegetable crop worldwide. Often times, its production is hindered by fungal diseases. Important fungal diseases limiting tomato production are late blight, caused by Phytophthora infestans, early blight, caused by Alternaria solanii, and septoria leaf spot, caused by Septoria lycopersici, fusarium wilt caused by Fusarium oxysporium fsp. oxysporium, and verticilium wilt caused by Verticilium dahlea. The Phytophthora infestans is the same fungus that caused the devastating loss of potato in Europe in 1845. A similar magnitude of crop loss in tomato has not occurred but Phytophthora infestans has caused the complete loss of tomato crops around the world on a small scale. Several attempts have been made through conventional breeding and the molecular biological approaches to understand the biology of host-pathogen interaction so that the disease can be managed and crop loss prevented. In this review, we present a comprehensive analysis of information produced by molecular genetic and genomic experiments on host-pathogen interactions of late blight, early blight, septoria leaf spot, verticilim wilt and fusarium wilt in tomato. Furthermore, approaches adopted to manage these diseases in tomato including genetic transformation are presented. Attempts made to link molecular markers with putative genes and their use in crop improvement are discussed.
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Affiliation(s)
- Dilip R. Panthee
- Department of Horticultural Science, North Carolina State University, Mountain Horticultural Crops Research and Extension Center, 455 Research Dr., Mills River, NC 28759, USA
| | - Feng Chen
- Department of Plant Sciences, University of Tennessee, Knoxville, TN 37996, USA
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Narváez DF, Jurick WM, Marois JJ, Wright DL. Effects of Surface Wetness Periods on Development of Soybean Rust Under Field Conditions. PLANT DISEASE 2010; 94:258-264. [PMID: 30754268 DOI: 10.1094/pdis-94-2-0258] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Soybean rust (SBR), caused by Phakopsora pachyrhizi, has the potential to be an economic threat to U.S. soybean production after its arrival to the continental United States in 2004. The use of fungicides to control SBR may be problematic due to the large acreage that needs to be protected, the high costs of fungicides, and the cost of application. Cultural practices such as the use of reduced seed rates, increased row widths, and row orientation to the sun have been prescribed as environmental modifications that create a microclimate less conducive to foliar disease development. Therefore, our objective was to determine the influence of different periods of leaf wetness and respective microenvironments on infection and rust development on soybean plants in the field. A misting irrigation system was developed and applied on MGV soybean for 1 min every 30 min for 0-, 6-, 12-, and 18-h periods. This study indicates that extended periods of leaf wetness (18 h) increase disease severity and the rate of spread of the disease in the upper canopy. These results, in combination with spore monitoring, may be used to refine models of pathogen reproduction, prediction, and risk in a certain regions.
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Affiliation(s)
- Dario F Narváez
- Postdoctoral Research Associate, University of Florida-North Florida Research and Education Center (NFREC), Quincy 32351
| | - Wayne M Jurick
- Postdoctoral Research Associate, University of Florida, Gainesville 32611
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Lygin AV, Li S, Vittal R, Widholm JM, Hartman GL, Lozovaya VV. The importance of phenolic metabolism to limit the growth of Phakopsora pachyrhizi. PHYTOPATHOLOGY 2009; 99:1412-20. [PMID: 19900008 DOI: 10.1094/phyto-99-12-1412] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/07/2023]
Abstract
ABSTRACT Understanding the metabolic responses of the plant to a devastating foliar disease, soybean rust, caused by Phakopsora pachyrhizi, will assist in development of cultivars resistant to soybean rust. In this study, differences in phenolic metabolism were analyzed between inoculated and noninoculated plants using two susceptible and three resistant soybean genotypes with known resistance genes. Rust infection resulted in increased accumulation of isoflavonoids and flavonoids in leaves of all soybean genotypes tested. Although the soybean phytoalexin glyceollin was not detected in leaves of uninfected plants, accumulation of this compound at marked levels occurred in rust-infected leaves, being substantially higher in genotypes with a red-brown resistant reaction. In addition, there was inhibition of P. pachyrhizi spore germination by glyceollin, formononetin, quercetin, and kaempferol. However, there was no correlation between concentrations of flavonoids quercetin and kaempferol and rust-induced isoflavonoid formononetin in soybean leaves and rust resistance. Lignin synthesis also increased in all inoculated soybean genotypes whereas there was no significant difference in all noninoculated soybean genotypes. Cell wall lignification was markedly higher in inoculated resistant lines compared with inoculated susceptible lines, indicating a possible protective role of lignin in rust infection development.
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Affiliation(s)
- Anatoliy V Lygin
- Crop Sciences Department, University of Illinois at Urbana-Champaign, 1201 W. Gregory Dr., Urbana Prodcution Reserach Unit, Stoneville, MS 38776, USA
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