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Ste-Croix DT, Bélanger RR, Mimee B. Single Nematode Transcriptomic Analysis, Using Long-Read Technology, Reveals Two Novel Virulence Gene Candidates in the Soybean Cyst Nematode, Heterodera glycines. Int J Mol Sci 2023; 24:ijms24119440. [PMID: 37298400 DOI: 10.3390/ijms24119440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Revised: 05/18/2023] [Accepted: 05/24/2023] [Indexed: 06/12/2023] Open
Abstract
The soybean cyst nematode (Heterodera glycines, SCN), is the most damaging disease of soybean in North America. While management of this pest using resistant soybean is generally still effective, prolonged exposure to cultivars derived from the same source of resistance (PI 88788) has led to the emergence of virulence. Currently, the underlying mechanisms responsible for resistance breakdown remain unknown. In this study, we combined a single nematode transcriptomic profiling approach with long-read sequencing to reannotate the SCN genome. This resulted in the annotation of 1932 novel transcripts and 281 novel gene features. Using a transcript-level quantification approach, we identified eight novel effector candidates overexpressed in PI 88788 virulent nematodes in the late infection stage. Among these were the novel gene Hg-CPZ-1 and a pioneer effector transcript generated through the alternative splicing of the non-effector gene Hetgly21698. While our results demonstrate that alternative splicing in effectors does occur, we found limited evidence of direct involvement in the breakdown of resistance. However, our analysis highlighted a distinct pattern of effector upregulation in response to PI 88788 resistance indicative of a possible adaptation process by SCN to host resistance.
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Affiliation(s)
- Dave T Ste-Croix
- Saint-Jean-sur-Richelieu Research and Development Centre, Agriculture and Agri-Food Canada, Saint-Jean-sur-Richelieu, QC J3B 3E6, Canada
- Département de Phytologie, Université Laval, Québec, QC G1V 0A6, Canada
| | - Richard R Bélanger
- Département de Phytologie, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche et d'Innovation sur les Végétaux (CRIV), Université Laval, Québec, QC G1V 0A6, Canada
| | - Benjamin Mimee
- Saint-Jean-sur-Richelieu Research and Development Centre, Agriculture and Agri-Food Canada, Saint-Jean-sur-Richelieu, QC J3B 3E6, Canada
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Nuaima RH, Heuer H. Genetic Variation among Heterodera schachtii Populations Coincided with Differences in Invasion and Propagation in Roots of a Set of Cruciferous Plants. Int J Mol Sci 2023; 24:ijms24076848. [PMID: 37047819 PMCID: PMC10095055 DOI: 10.3390/ijms24076848] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 03/31/2023] [Accepted: 04/03/2023] [Indexed: 04/14/2023] Open
Abstract
Genes of host plants and parasitic nematodes govern the plant-nematode interaction. The biological receptors and parasitism effectors are variable among plant species and nematode populations, respectively. In the present study, hatch testing and bioassays on cabbage, oilseed radish, and mustard were conducted to compare the biological characteristics among six populations of the beet cyst nematode Heterodera schachtii. Genetic patterns of the vap1 gene for the studied populations were distinct as shown by denaturing the gradient gel electrophoresis of PCR-amplified gene fragments. Concurrently, significant differences in the hatching rates, number of penetrated J2 in roots, and eggs/cyst ratios among the six nematode populations for the three cruciferous species were observed. In conclusion, analyzing the population genetic structure of H. schachtii plays a pivotal role in illustrating the variability in the plant-nematode interaction among its populations and plant species, which in its role leads to developing nematode management depending on plant resistance.
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Affiliation(s)
- Rasha Haj Nuaima
- Institute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI)-Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104 Braunschweig, Germany
| | - Holger Heuer
- Institute for Epidemiology and Pathogen Diagnostics, Julius Kühn Institute (JKI)-Federal Research Centre for Cultivated Plants, Messeweg 11-12, 38104 Braunschweig, Germany
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3
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Kud J, Pillai SS, Raber G, Caplan A, Kuhl JC, Xiao F, Dandurand LM. Belowground Chemical Interactions: An Insight Into Host-Specific Behavior of Globodera spp. Hatched in Root Exudates From Potato and Its Wild Relative, Solanum sisymbriifolium. FRONTIERS IN PLANT SCIENCE 2022; 12:802622. [PMID: 35095973 PMCID: PMC8791010 DOI: 10.3389/fpls.2021.802622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 12/03/2021] [Indexed: 06/14/2023]
Abstract
Understanding belowground chemical interactions between plant roots and plant-parasitic nematodes is immensely important for sustainable crop production and soilborne pest management. Due to metabolic diversity and ever-changing dynamics of root exudate composition, the impact of only certain molecules, such as nematode hatching factors, repellents, and attractants, has been examined in detail. Root exudates are a rich source of biologically active compounds, which plants use to shape their ecological interactions. However, the impact of these compounds on nematode parasitic behavior is poorly understood. In this study, we specifically address this knowledge gap in two cyst nematodes, Globodera pallida, a potato cyst nematode and the newly described species, Globodera ellingtonae. Globodera pallida is a devastating pest of potato (Solanum tuberosum) worldwide, whereas potato is a host for G. ellingtonae, but its pathogenicity remains to be determined. We compared the behavior of juveniles (J2s) hatched in response to root exudates from a susceptible potato cv. Desirée, a resistant potato cv. Innovator, and an immune trap crop Solanum sisymbriifolium (litchi tomato - a wild potato relative). Root secretions from S. sisymbriifolium greatly reduced the infection rate on a susceptible host for both Globodera spp. Juvenile motility was also significantly influenced in a host-dependent manner. However, reproduction on a susceptible host from juveniles hatched in S. sisymbriifolium root exudates was not affected, nor was the number of encysted eggs from progeny cysts. Transcriptome analysis by using RNA-sequencing (RNA-seq) revealed the molecular basis of root exudate-mediated modulation of nematode behavior. Differentially expressed genes are grouped into two major categories: genes showing characteristics of effectors and genes involved in stress responses and xenobiotic metabolism. To our knowledge, this is the first study that shows genome-wide root exudate-specific transcriptional changes in hatched preparasitic juveniles of plant-parasitic nematodes. This research provides a better understanding of the correlation between exudates from different plants and their impact on nematode behavior prior to the root invasion and supports the hypothesis that root exudates play an important role in plant-nematode interactions.
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Affiliation(s)
- Joanna Kud
- Department of Entomology, Plant Pathology, and Nematology, University of Idaho, Moscow, ID, United States
| | | | - Gabriel Raber
- Department of Entomology, Plant Pathology, and Nematology, University of Idaho, Moscow, ID, United States
| | - Allan Caplan
- Department of Plant Sciences, University of Idaho, Moscow, ID, United States
| | - Joseph C. Kuhl
- Department of Plant Sciences, University of Idaho, Moscow, ID, United States
| | - Fangming Xiao
- Department of Plant Sciences, University of Idaho, Moscow, ID, United States
| | - Louise-Marie Dandurand
- Department of Entomology, Plant Pathology, and Nematology, University of Idaho, Moscow, ID, United States
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Chen X, Li S, Zhao X, Zhu X, Wang Y, Xuan Y, Liu X, Fan H, Chen L, Duan Y. Modulation of (Homo)Glutathione Metabolism and H 2O 2 Accumulation during Soybean Cyst Nematode Infections in Susceptible and Resistant Soybean Cultivars. Int J Mol Sci 2020; 21:E388. [PMID: 31936278 PMCID: PMC7013558 DOI: 10.3390/ijms21020388] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 01/05/2020] [Accepted: 01/06/2020] [Indexed: 12/25/2022] Open
Abstract
In plant immune responses, reactive oxygen species (ROS) act as signaling molecules that activate defense pathways against pathogens, especially following resistance (R) gene-mediated pathogen recognition. Glutathione (GSH), an antioxidant and redox regulator, participates in the removal of hydrogen peroxide (H2O2). However, the mechanism of GSH-mediated H2O2 generation in soybeans (Glycine max (L.) Merr.) that are resistant to the soybean cyst nematode (SCN; Heterodera glycines Ichinohe) remains unclear. To elucidate this underlying relationship, the feeding of race 3 of H. glycines with resistant cultivars, Peking and PI88788, was compared with that on a susceptible soybean cultivar, Williams 82. After 5, 10, and 15 days of SCN infection, we quantified γ-glutamylcysteine (γ-EC) and (homo)glutathione ((h)GSH), and a gene expression analysis showed that GSH metabolism in resistant cultivars differed from that in susceptible soybean roots. ROS accumulation was examined both in resistant and susceptible roots upon SCN infection. The time of intense ROS generation was related to the differences of resistance mechanisms in Peking and PI88788. ROS accumulation that was caused by the (h)GSH depletion-arrested nematode development in susceptible Williams 82. These results suggest that (h)GSH metabolism in resistant soybeans plays a key role in the regulation of ROS-generated signals, leading to resistance against nematodes.
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Affiliation(s)
- Xi Chen
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Shuang Li
- Shaanxi key Laboratory of Chinese Jujube, Yan’an University, Yan’an 716000, China;
- College of Life Sciences, Yan’an University, Yan’an 716000, China
| | - Xuebing Zhao
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Xiaofeng Zhu
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Yuanyuan Wang
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Biological Science and Technology, Shenyang Agricultural University, Shenyang 110000, China
| | - Yuanhu Xuan
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Xiaoyu Liu
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Sciences, Shenyang Agricultural University, Shenyang 110000, China
| | - Haiyan Fan
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Lijie Chen
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
| | - Yuxi Duan
- Nematology Institute of Northern China, Shenyang Agricultural University, Shenyang 110000, China; (X.C.); (X.Z.); (X.Z.); (Y.W.); (Y.X.); (X.L.); (H.F.); (L.C.)
- College of Plant Protection, Shenyang Agricultural University, Shenyang 110000, China
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5
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Miraeiz E, Chaiprom U, Afsharifar A, Karegar A, M Drnevich J, E Hudson M. Early transcriptional responses to soybean cyst nematode HG Type 0 show genetic differences among resistant and susceptible soybeans. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2020; 133:87-102. [PMID: 31570969 DOI: 10.1007/s00122-019-03442-w] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Accepted: 09/18/2019] [Indexed: 05/24/2023]
Abstract
KEY MESSAGE Root transcriptome profiling of three soybean cultivars and a wild relative infected with soybean cyst nematode at migratory phase revealed differential resistance pathway responses between resistant and susceptible genotypes. The soybean cyst nematode (SCN), Heterodera glycines, is the most serious pathogen of soybean production throughout the world. Using resistant cultivars is the primary management strategy against SCN infestation. To gain insight into the still obscure mechanisms of genetic resistance to nematodes in different soybean genotypes, RNA-Seq profiling of the roots of Glycine max cv. Peking, Fayette, Williams 82, and a wild relative (Glycine soja PI 468916) was performed during SCN infection at the migratory phase. The analysis showed statistically significant changes of expression beginning at eight hours after inoculation in genes associated with defense mechanisms and pathways, such as the phenylpropanoid biosynthesis pathway, plant innate immunity and hormone signaling. Our results indicate the importance of the early plant response to migratory phase nematodes in pathogenicity determination. The transcriptome changes occurring during early SCN infection included a number of genes and pathways specific to the different resistant genotypes. We observed the most extensive resistant transcriptome reaction in PI 468916, where the resistant response was qualitatively different from that of commonly used G. max varieties.
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Affiliation(s)
- Esmaeil Miraeiz
- Department of Plant Protection, School of Agriculture, Shiraz University, Shiraz, Iran
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Usawadee Chaiprom
- PhD Program in Informatics, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Alireza Afsharifar
- Plant Virology Research Center, School of Agriculture, Shiraz University, Shiraz, Iran
| | - Akbar Karegar
- Department of Plant Protection, School of Agriculture, Shiraz University, Shiraz, Iran
| | - Jenny M Drnevich
- High Performance Biological Computing (HPCBio), Roy J. Carver Biotechnology Center, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Matthew E Hudson
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL, USA.
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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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7
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Li H, Smigocki AC. Transcriptome analysis of sugar beet root maggot (Tetanops myopaeformis) genes modulated by the Beta vulgaris host. INSECT SCIENCE 2018; 25:222-234. [PMID: 27696738 DOI: 10.1111/1744-7917.12409] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2016] [Revised: 07/27/2016] [Accepted: 08/04/2016] [Indexed: 06/06/2023]
Abstract
Sugar beet root maggot (SBRM, Tetanops myopaeformis von Röder) is a major but poorly understood insect pest of sugar beet (Beta vulgaris L.). The molecular mechanisms underlying plant defense responses are well documented, however, little information is available about complementary mechanisms for insect adaptive responses to overcome host resistance. To date, no studies have been published on SBRM gene expression profiling. Suppressive subtractive hybridization (SSH) generated more than 300 SBRM ESTs differentially expressed in the interaction of the pest with a moderately resistant (F1016) and a susceptible (F1010) sugar beet line. Blast2GO v. 3.2 search indicated that over 40% of the differentially expressed genes had known functions, primarily driven by fruit fly D. melanogaster genes. Expression patterns of 18 selected EST clones were confirmed by RT-PCR analysis. Gene Ontology (GO) analysis predicted a dominance of metabolic and catalytic genes involved in the interaction of SBRM with its host. SBRM genes functioning during development, regulation, cellular process, signaling and under stress conditions were annotated. SBRM genes that were common or unique in response to resistant or susceptible interactions with the host were identified and their possible roles in insect responses to the host are discussed.
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Affiliation(s)
- Haiyan Li
- USDA-ARS, Molecular Plant Pathology Laboratory, Beltsville, Maryland, USA
| | - Ann C Smigocki
- USDA-ARS, Molecular Plant Pathology Laboratory, Beltsville, Maryland, USA
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Jain S, Chittem K, Brueggeman R, Osorno JM, Richards J, Nelson BD. Comparative Transcriptome Analysis of Resistant and Susceptible Common Bean Genotypes in Response to Soybean Cyst Nematode Infection. PLoS One 2016; 11:e0159338. [PMID: 27441552 PMCID: PMC4956322 DOI: 10.1371/journal.pone.0159338] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Accepted: 06/30/2016] [Indexed: 12/21/2022] Open
Abstract
Soybean cyst nematode (SCN; Heterodera glycines Ichinohe) reproduces on the roots of common bean (Phaseolus vulgaris L.) and can cause reductions in plant growth and seed yield. The molecular changes in common bean roots caused by SCN infection are unknown. Identification of genetic factors associated with SCN resistance could help in development of improved bean varieties with high SCN resistance. Gene expression profiling was conducted on common bean roots infected by SCN HG type 0 using next generation RNA sequencing technology. Two pinto bean genotypes, PI533561 and GTS-900, resistant and susceptible to SCN infection, respectively, were used as RNA sources eight days post inoculation. Total reads generated ranged between ~ 3.2 and 5.7 million per library and were mapped to the common bean reference genome. Approximately 70-90% of filtered RNA-seq reads uniquely mapped to the reference genome. In the inoculated roots of resistant genotype PI533561, a total of 353 genes were differentially expressed with 154 up-regulated genes and 199 down-regulated genes when compared to the transcriptome of non- inoculated roots. On the other hand, 990 genes were differentially expressed in SCN-inoculated roots of susceptible genotype GTS-900 with 406 up-regulated and 584 down-regulated genes when compared to non-inoculated roots. Genes encoding nucleotide-binding site leucine-rich repeat resistance (NLR) proteins, WRKY transcription factors, pathogenesis-related (PR) proteins and heat shock proteins involved in diverse biological processes were differentially expressed in both resistant and susceptible genotypes. Overall, suppression of the photosystem was observed in both the responses. Furthermore, RNA-seq results were validated through quantitative real time PCR. This is the first report describing genes/transcripts involved in SCN-common bean interaction and the results will have important implications for further characterization of SCN resistance genes in common bean.
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Affiliation(s)
- Shalu Jain
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, 58108, United States of America
| | - Kishore Chittem
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, 58108, United States of America
| | - Robert Brueggeman
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, 58108, United States of America
| | - Juan M. Osorno
- Department of Plant Sciences, North Dakota State University, Fargo, North Dakota, 58108, United States of America
| | - Jonathan Richards
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, 58108, United States of America
| | - Berlin D. Nelson
- Department of Plant Pathology, North Dakota State University, Fargo, North Dakota, 58108, United States of America
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Wan J, Vuong T, Jiao Y, Joshi T, Zhang H, Xu D, Nguyen HT. Whole-genome gene expression profiling revealed genes and pathways potentially involved in regulating interactions of soybean with cyst nematode (Heterodera glycines Ichinohe). BMC Genomics 2015; 16:148. [PMID: 25880563 PMCID: PMC4351908 DOI: 10.1186/s12864-015-1316-8] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 02/03/2015] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Soybean cyst nematode (SCN, Heterodera glycines Ichinohe) is the most devastating pathogen of soybean. Many gene expression profiling studies have been conducted to investigate the responses of soybean to the infection by this pathogen using primarily the first-generation soybean genome array that covered approximately 37,500 soybean transcripts. However, no study has been reported yet using the second-generation Affymetrix soybean whole-genome transcript array (Soybean WT array) that represents approximately 66,000 predicted soybean transcripts. RESULTS In the present work, the gene expression profiles of two soybean plant introductions (PIs) PI 437654 and PI 567516C (both resistant to multiple SCN HG Types) and cultivar Magellan (susceptible to SCN) were compared in the presence or absence of the SCN inoculum at 3 and 8 days post-inoculation using the Soybean WT array. Data analysis revealed that the two resistant soybean lines showed distinctive gene expression profiles from each other and from Magellan not only in response to the SCN inoculation, but also in the absence of SCN. Overall, 1,413 genes and many pathways were revealed to be differentially regulated. Among them, 297 genes were constitutively regulated in the two resistant lines (compared with Magellan) and 1,146 genes were responsive to the SCN inoculation in the three lines, with 30 genes regulated both constitutively and by SCN. In addition to the findings similar to those in the published work, many genes involved in ethylene, protein degradation, and phenylpropanoid pathways were also revealed differentially regulated in the present study. GC-rich elements (e.g., GCATGC) were found over-represented in the promoter regions of certain groups of genes. These have not been observed before, and could be new defense-responsive regulatory elements. CONCLUSIONS Different soybean lines showed different gene expression profiles in the presence and absence of the SCN inoculum. Both inducible and constitutive gene expression may contribute to resistance to multiple SCN HG Types in the resistant soybean PI lines. Ethylene, protein degradation, and phenylpropanoid pathways, as well as many other pathways reported previously, may play important roles in mediating the soybean-SCN interactions. The revealed genes, pathways, and promoter elements can be further explored to regulate or engineer soybean for resistance to SCN.
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Affiliation(s)
- Jinrong Wan
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA.
| | - Tri Vuong
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA.
| | - Yongqing Jiao
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA.
- Current address: Oil Crops Research Institute, Chinese Academy of Agricultural Sciences, Wuhan, Hubei, 430062, China.
| | - Trupti Joshi
- Department of Computer Sciences, University of Missouri, Columbia, MO, 65211, USA.
- Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA.
| | - Hongxin Zhang
- Department of Computer Sciences, University of Missouri, Columbia, MO, 65211, USA.
- Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA.
| | - Dong Xu
- Department of Computer Sciences, University of Missouri, Columbia, MO, 65211, USA.
- Informatics Institute and Christopher S. Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA.
| | - Henry T Nguyen
- Division of Plant Sciences and National Center for Soybean Biotechnology, University of Missouri, Columbia, MO, 65211, USA.
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10
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Hosseini P, Matthews BF. Regulatory interplay between soybean root and soybean cyst nematode during a resistant and susceptible reaction. BMC PLANT BIOLOGY 2014; 14:300. [PMID: 25421055 PMCID: PMC4262236 DOI: 10.1186/s12870-014-0300-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2013] [Accepted: 10/22/2014] [Indexed: 05/20/2023]
Abstract
BACKGROUND Plant-parasitic nematodes (PPNs) are obligate parasites that feed on the roots of living host plants. Often, these nematodes can lay hundreds of eggs, each capable of surviving without a host for as long as 12 years. When it comes to wreaking havoc on agricultural yield, few nematodes can compare to the soybean cyst nematode (SCN). Quantifying soybean (Glycine max) transcription factor binding sites (TFBSs) during a late-stage SCN resistant and susceptible reaction can shed light onto the systematic interplay between host and pathogen, thereby elucidating underlying cis-regulatory mechanisms. RESULTS We sequenced the soybean root transcriptome at 6 and 8 days upon independent inoculation with a virulent and avirulent SCN population. Genes such as β-1,4 glucanase, chalcone synthase, superoxide dismutase and various heat shock proteins (HSPs) exhibited reaction-specific expression profiles. Several likely defense-response genes candidates were also identified which are believed to confer SCN resistance. To explore magnitude of TFBS representation during SCN pathogenesis, a multivariate statistical software identified 46 over-represented TFBSs which capture soybean regulatory dynamics across both reactions. CONCLUSIONS Our results reveal a set of soybean TFBSs which are over-represented solely throughout a resistant and susceptible SCN reaction. This set furthers our understanding of soybean cis-regulatory dynamics by providing reaction-specific levels of over-representation at 6 and 8 days after inoculation (dai) with SCN.
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Affiliation(s)
- Parsa Hosseini
- />School of Systems Biology, George Mason University, Manassas, VA USA
- />Computational Biology Branch, National Center for Biotechnology Information, National Institutes of Health, Bethesda, MD USA
- />Soybean Genomics and Improvement Laboratory, United States Department of Agriculture, Beltsville, MD USA
| | - Benjamin F Matthews
- />Soybean Genomics and Improvement Laboratory, United States Department of Agriculture, Beltsville, MD USA
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11
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Wang G, Peng D, Gao B, Huang W, Kong L, Long H, Peng H, Jian H. Comparative transcriptome analysis of two races of Heterodera glycines at different developmental stages. PLoS One 2014; 9:e91634. [PMID: 24662955 PMCID: PMC3963861 DOI: 10.1371/journal.pone.0091634] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2013] [Accepted: 02/13/2014] [Indexed: 12/04/2022] Open
Abstract
The soybean cyst nematode, Heterodera glycines, is an important pest of soybeans. Although resistance is available against this nematode, selection for virulent races can occur, allowing the nematode to overcome the resistance of cultivars. There are abundant field populations, however, little is known about their genetic diversity. In order to elucidate the differences between races, we investigated the transcriptional diversity within race 3 and race 4 inbred lines during their compatible interactions with the soybean host Zhonghuang 13. Six different race-enriched cDNA libraries were constructed with limited nematode samples collected from the three sedentary stages, parasitic J2, J3 and J4 female, respectively. Among 689 putative race-enriched genes isolated from the six libraries with functional annotations, 92 were validated by quantitative RT-PCR (qRT-PCR), including eight putative effector encoding genes. Further race-enriched genes were validated within race 3 and race 4 during development in soybean roots. Gene Ontology (GO) analysis of all the race-enriched genes at J3 and J4 female stages showed that most of them functioned in metabolic processes. Relative transcript level analysis of 13 selected race-enriched genes at four developmental stages showed that the differences in their expression abundance took place at either one or more developmental stages. This is the first investigation into the transcript diversity of H. glycines races throughout their sedentary stages, increasing the understanding of the genetic diversity of H. glycines.
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Affiliation(s)
- Gaofeng Wang
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- Department of Plant Pathology, China Agricultural University, Beijing, China
| | - Deliang Peng
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Bingli Gao
- Huzhou Modem Agricultural Biotechnology Innovation Center, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Huzhou, Zhejiang, China
| | - Wenkun Huang
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Lingan Kong
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Haibo Long
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
- Key Laboratory of Pests Comprehensive Governance for Tropical Crops, Environment and Plant protection Institute, Chinese Academy of Tropical Agricultural Science, Danzhou, China
| | - Huan Peng
- The Key Laboratory for Biology of Insect Pests and Plant Disease, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Heng Jian
- Department of Plant Pathology, China Agricultural University, Beijing, China
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Stacking resistance to crown gall and nematodes in walnut rootstocks. BMC Genomics 2013; 14:668. [PMID: 24083348 PMCID: PMC3852553 DOI: 10.1186/1471-2164-14-668] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2012] [Accepted: 08/16/2013] [Indexed: 11/17/2022] Open
Abstract
Background Crown gall (CG) (Agrobacterium tumefaciens) and the root lesion nematodes (RLNs) (Pratylenchus vulnus) are major challenges faced by the California walnut industry, reducing productivity and increasing the cost of establishing and maintaining orchards. Current nematode control strategies include nematicides, crop rotation, and tolerant cultivars, but these methods have limits. Developing genetic resistance through novel approaches like RNA interference (RNAi) can address these problems. RNAi-mediated silencing of CG disease in walnut (Juglans regia L.) has been achieved previously. We sought to place both CG and nematode resistance into a single walnut rootstock genotype using co-transformation to stack the resistance genes. A. tumefaciens, carrying self-complimentary iaaM and ipt transgenes, and Agrobacterium rhizogenes, carrying a self-complimentary Pv010 gene from P. vulnus, were used as co-transformation vectors. RolABC genes were introduced by the resident T-DNA in the A. rhizogenes Ri-plasmid used as a vector for plant transformation. Pv010 and Pv194 (transgenic control) genes were also transferred separately using A. tumefaciens. To test for resistance, transformed walnut roots were challenged with P. vulnus and microshoots were challenged with a virulent strain of A. tumefaciens. Results Combining the two bacterial strains at a 1:1 rather than 1:3 ratio increased the co-transformation efficiency. Although complete immunity to nematode infection was not observed, transgenic lines yielded up to 79% fewer nematodes per root following in vitro co-culture than untransformed controls. Transgenic line 33-3-1 exhibited complete crown gall control and 32% fewer nematodes. The transgenic plants had thicker, longer roots than untransformed controls possibly due to insertion of rolABC genes. When the Pv010 gene was present in roots with or without rolABC genes there was partial or complete control of RLNs. Transformation using only one vector showed 100% control in some lines. Conclusions CG and nematode resistance gene stacking controlled CG and RLNs simultaneously in walnuts. Silencing genes encoding iaaM, ipt, and Pv010 decrease CG formation and RLNs populations in walnut. Beneficial plant genotype and phenotype changes are caused by co-transformation using A. tumefaciens and A. rhizogenes strains. Viable resistance against root lesion nematodes in walnut plants may be accomplished in the future using this gene stacking technology.
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Palomares-Rius JE, Hedley PE, Cock PJA, Morris JA, Jones JT, Vovlas N, Blok V. Comparison of transcript profiles in different life stages of the nematode Globodera pallida under different host potato genotypes. MOLECULAR PLANT PATHOLOGY 2012; 13:1120-34. [PMID: 22863280 PMCID: PMC6638826 DOI: 10.1111/j.1364-3703.2012.00821.x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
The potato cyst nematodes (PCNs) Globodera pallida and Globodera rostochiensis are important parasites of potato. PCNs undergo complex biotrophic interactions with their hosts that involve gene expression changes in both the nematode and the host plant. The aim of this study was to determine key genes that are differentially expressed in Globodera pallida life cycle stages and during the initiation of the feeding site in susceptible and partially resistant potato genotypes. For this purpose, two microarray experiments were designed: (i) a comparison of eggs, infective second-stage juveniles (J2s) and sedentary parasitic-stage J2s (SJ2); (ii) a comparison of SJ2s at 8 days after inoculation (DAI) in the susceptible cultivar (Desirée) and two partially resistant lines. The results showed differential expression of G. pallida genes during the stages studied, including previously characterized effectors. In addition, a large number of genes changed their expression between SJ2s in the susceptible cultivar and those infecting partially resistant lines; the number of genes with modified expression was lower when the two partially resistant lines were compared. Moreover, a histopathological study was performed at several time points (7, 14 and 30 DAI) and showed the similarities between both partially resistant lines with a delay and degeneration in the formation of the syncytia in comparison with the susceptible cultivar. Females at 30 DAI in partially resistant lines showed a delay in their development in comparison with those in the susceptible cultivar.
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Affiliation(s)
- Juan E Palomares-Rius
- Cell and Molecular Sciences, James Hutton Institute, Invergowrie, Dundee DD2 5DA, UK.
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14
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Matsye PD, Lawrence GW, Youssef RM, Kim KH, Lawrence KS, Matthews BF, Klink VP. The expression of a naturally occurring, truncated allele of an α-SNAP gene suppresses plant parasitic nematode infection. PLANT MOLECULAR BIOLOGY 2012; 80:131-55. [PMID: 22689004 DOI: 10.1007/s11103-012-9932-z] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2012] [Accepted: 05/17/2012] [Indexed: 05/23/2023]
Abstract
Transcriptional mapping experiments of the major soybean cyst nematode resistance locus, rhg1, identified expression of the vesicular transport machinery component, α soluble NSF attachment protein (α-SNAP), occurring during defense. Sequencing the α-SNAP coding regions from the resistant genotypes G. max ([Peking/PI 548402]) and G. max ([PI 437654]) revealed they are identical, but differ from the susceptible G. max ([Williams 82/PI 518671]) by the presence of several single nucleotide polymorphisms. Using G. max ([Williams 82/PI 518671]) as a reference, a G → T(2,822) transversion in the genomic DNA sequence at a functional splice site of the α-SNAP([Peking/PI 548402]) allele produced an additional 17 nucleotides of mRNA sequence that contains an in-frame stop codon caused by a downstream G → A(2,832) transition. The G. max ([Peking/PI 548402]) genotype has cell wall appositions (CWAs), structures identified as forming as part of a defense response by the activity of the vesicular transport machinery. In contrast, the 17 nt α-SNAP([Peking/PI 548402]) mRNA motif is not found in G. max ([PI 88788]) that exhibits defense to H. glycines, but lack CWAs. The α-SNAP([PI 88788]) promoter contains sequence elements that are nearly identical to the α-SNAP([Peking/PI 548402]) allele, but differs from the G. max ([Williams 82/PI 518671]) ortholog. Overexpressing the α-SNAP([Peking/PI 548402]) allele in the susceptible G. max ([Williams 82/PI 518671]) genotype suppressed H. glycines infection. The experiments indicate a role for the vesicular transport machinery during infection of soybean by the soybean cyst nematode. However, increased GmEREBP1, PR1, PR2, PR5 gene activity but suppressed PR3 expression accompanied the overexpression of the α-SNAP([Peking/PI 548402]) allele prior to infection.
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Affiliation(s)
- Prachi D Matsye
- Department of Biological Sciences, Mississippi State University, Mississippi State, MS 39762, USA
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15
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Ibrahim HMM, Hosseini P, Alkharouf NW, Hussein EHA, Gamal El-Din AEKY, Aly MAM, Matthews BF. Analysis of gene expression in soybean (Glycine max) roots in response to the root knot nematode Meloidogyne incognita using microarrays and KEGG pathways. BMC Genomics 2011; 12:220. [PMID: 21569240 PMCID: PMC3225080 DOI: 10.1186/1471-2164-12-220] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2010] [Accepted: 05/10/2011] [Indexed: 11/12/2022] Open
Abstract
BACKGROUND Root-knot nematodes are sedentary endoparasites that can infect more than 3000 plant species. Root-knot nematodes cause an estimated $100 billion annual loss worldwide. For successful establishment of the root-knot nematode in its host plant, it causes dramatic morphological and physiological changes in plant cells. The expression of some plant genes is altered by the nematode as it establishes its feeding site. RESULTS We examined the expression of soybean (Glycine max) genes in galls formed in roots by the root-knot nematode, Meloidogyne incognita, 12 days and 10 weeks after infection to understand the effects of infection of roots by M. incognita. Gene expression was monitored using the Affymetrix Soybean GeneChip containing 37,500 G. max probe sets. Gene expression patterns were integrated with biochemical pathways from the Kyoto Encyclopedia of Genes and Genomes using PAICE software. Genes encoding enzymes involved in carbohydrate and cell wall metabolism, cell cycle control and plant defense were altered. CONCLUSIONS A number of different soybean genes were identified that were differentially expressed which provided insights into the interaction between M. incognita and soybean and into the formation and maintenance of giant cells. Some of these genes may be candidates for broadening plants resistance to root-knot nematode through over-expression or silencing and require further examination.
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Affiliation(s)
- Heba MM Ibrahim
- United States Department of Agriculture, Plant Sciences Institute, Beltsville, MD 20705, USA
- Genetics Department, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Parsa Hosseini
- Department of Computer and Information Sciences, Towson University, Towson, MD 21252, USA
| | - Nadim W Alkharouf
- Department of Computer and Information Sciences, Towson University, Towson, MD 21252, USA
| | | | | | - Mohammed AM Aly
- Department of Arid land Agriculture, College of Food and Agriculture, UAE University, UAE
| | - Benjamin F Matthews
- United States Department of Agriculture, Plant Sciences Institute, Beltsville, MD 20705, USA
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Tirumalaraju SV, Jain M, Gallo M. Differential gene expression in roots of nematode-resistant and -susceptible peanut (Arachis hypogaea) cultivars in response to early stages of peanut root-knot nematode (Meloidogyne arenaria) parasitization. JOURNAL OF PLANT PHYSIOLOGY 2011; 168:481-92. [PMID: 20863592 DOI: 10.1016/j.jplph.2010.08.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2010] [Revised: 08/17/2010] [Accepted: 08/19/2010] [Indexed: 05/10/2023]
Abstract
The peanut root-knot nematode (RKN, Meloidogyne arenaria) can cause significant yield losses in cultivated peanut (Arachis hypogaea). However, molecular events underlying successful RKN infection and host responses in peanut are sparsely understood. Using suppression subtractive hybridization (SSH), cDNA libraries, enriched with differentially expressed ESTs, were constructed from RKN-challenged root tissues in the pre-penetration and early infection stages from near-isogenic nematode-resistant and -susceptible peanut cultivars NemaTAM and Florunner. Following an initial screen of 960 expressed sequence tags (ESTs) for at least three-fold differential expression between the two libraries, 70 ESTs (36 from the NemaTAM-specific library and 34 from the Florunner-specific library) were identified and annotated into seven functional categories (stress responses, metabolism, transcriptional regulation, protein synthesis and/or modification, transport functions, cellular architecture and proteins with unknown functions). Discreet gene tag clusters primarily including pathogenesis related (PR), patatin-like proteins and universal stress related proteins (USPs), as well as those implicated in alleviation of oxidative stress were primarily represented in RKN-infected NemaTAM roots, reflective of a basal level of resistance operative against invading nematodes. However, significant transcriptional reprogramming and upregulation of genes implicated in modification of cellular architecture, adhesion, and proliferation marked an early onset of compatible host-pathogen interactions discernible in Florunner roots.
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Klink VP, Hosseini P, Matsye PD, Alkharouf NW, Matthews BF. Differences in gene expression amplitude overlie a conserved transcriptomic program occurring between the rapid and potent localized resistant reaction at the syncytium of the Glycine max genotype Peking (PI 548402) as compared to the prolonged and potent resistant reaction of PI 88788. PLANT MOLECULAR BIOLOGY 2011; 75:141-65. [PMID: 21153862 DOI: 10.1007/s11103-010-9715-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2009] [Accepted: 11/13/2010] [Indexed: 05/09/2023]
Abstract
Glycine max L. Merr. (soybean) resistance to Heterodera glycines Ichinohe occurs at the site of infection, a nurse cell known as the syncytium. Resistance is classified into two cytologically-defined responses, the G. max ([Peking])- and G. max ([PI 88788])-types. Each type represents a cohort of G. max genotypes. Resistance in G. max ([Peking]) occurs by a potent and rapid localized response, affecting parasitic second stage juveniles (p-J2). In contrast, resistance occurs by a potent but more prolonged reaction in the genotype G. max ([PI 88788]) that affects nematode development at the J3 and J4 stages. Microarray analyses comparing these cytologically and developmentally distinct resistant reactions reveal differences in gene expression in pericycle and surrounding cells even before infection. The differences include higher relative levels of the differentially expressed in response to arachidonic acid 1 gene (DEA1 [Gm-DEA1]) (+224.19-fold) and a protease inhibitor (+68.28-fold) in G. max ([Peking/PI 548402]) as compared to G. max ([PI 88788]). Gene pathway analyses compare the two genotypes (1) before, (2) at various times during, (3) constitutively throughout the resistant reaction and (4) at all time points prior to and during the resistant reaction. The amplified levels of transcriptional activity of defense genes may explain the rapid and potent reaction in G. max ([Peking/PI 548402]) as compared to G. max ([PI 88788]). In contrast, the shared differential expression levels of genes in G. max ([Peking/PI 548402]) and G. max ([PI 88788]) may indicate a conserved genomic program underlying the G. max resistance on which the genotype-specific gene expression programs are built off.
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Affiliation(s)
- Vincent P Klink
- Department of Biological Sciences, Harned Hall, Mississippi State University, Mississippi State, MS 39762, USA.
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18
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Ibrahim HMM, Alkharouf NW, Meyer SLF, Aly MAM, Gamal El-Din AEKY, Hussein EHA, Matthews BF. Post-transcriptional gene silencing of root-knot nematode in transformed soybean roots. Exp Parasitol 2011; 127:90-9. [PMID: 20599433 DOI: 10.1016/j.exppara.2010.06.037] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2010] [Revised: 06/15/2010] [Accepted: 06/29/2010] [Indexed: 11/16/2022]
Abstract
RNAi constructs targeted to four different genes were examined to determine their efficacy to reduce galls formed by Meloidogyne incognita in soybean roots. These genes have high similarity with essential soybean cyst nematode (Heterodera glycines) and Caenorhabditis elegans genes. Transformed roots were challenged with M. incognita. Two constructs, targeted to genes encoding tyrosine phosphatase (TP) and mitochondrial stress-70 protein precursor (MSP), respectively, strongly interfered with M. incognita gall formation. The number of galls formed on roots transformed with constructs targeting the M. incognita TP and MSP genes was reduced by 92% and 94.7%, respectively. The diameter of M. incognita inside these transformed roots was 5.4 and 6.5 times less than the diameter of M. incognita found inside control plants transformed with the empty vector. These results indicate that silencing the genes encoding TP and MSP can greatly decrease gall formation and shows a promising solution for broadening resistance of plants against this plant-parasitic nematode.
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Affiliation(s)
- Heba M M Ibrahim
- United States Department of Agriculture, Plant Sciences Institute, Beltsville, MD 20705, USA
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19
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Tran LSP, Mochida K. Functional genomics of soybean for improvement of productivity in adverse conditions. Funct Integr Genomics 2010; 10:447-62. [PMID: 20582712 DOI: 10.1007/s10142-010-0178-z] [Citation(s) in RCA: 70] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2009] [Revised: 06/01/2010] [Accepted: 06/16/2010] [Indexed: 01/07/2023]
Abstract
Global soybean production is frequently impacted by various stresses, including both abiotic and biotic stresses. To develop soybean plants with enhanced tolerance to different stressors, functional genomics of soybean and a comprehensive understanding of available biotechnological resources and approaches are essential. In this review, we will discuss recent advances in soybean functional genomics which provide unprecedented opportunities to understand global patterns of gene expression, gene regulatory networks, various physiological, biochemical, and metabolic pathways as well as their association with the development of specific phenotypes. Soybean functional genomics, therefore, will ultimately enable us to develop new soybean varieties with improved productivity under adverse conditions by genetic engineering.
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20
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Li J, Todd TC, Oakley TR, Lee J, Trick HN. Host-derived suppression of nematode reproductive and fitness genes decreases fecundity of Heterodera glycines Ichinohe. PLANTA 2010; 232:775-85. [PMID: 20582434 DOI: 10.1007/s00425-010-1209-7] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2010] [Accepted: 06/05/2010] [Indexed: 05/25/2023]
Abstract
To control Heterodera glycines Ichinohe (soybean cyst nematode) in Glycine max (L.) Merr. (soybean), we evaluated the use of producing transgenic soybean seedlings expressing small interfering RNAs (siRNAs) against specific H. glycines genes. Gene fragments of three genes related to nematode reproduction or fitness (Cpn-1, Y25 and Prp-17) were PCR-amplified using specific primers and independently cloned into the pANDA35HK RNAi vector using a Gateway cloning strategy. Soybean roots were transformed with these constructions using a composite plant system. Confirmation of transformation was attained by PCR and Southern blot analysis. Transgene expression was detected using reverse transcription PCR (RT-PCR) and expression of siRNAs was confirmed in transgenic plants using northern blot analysis. Bioassays performed on transgenic composite plants expressing double-stranded RNA fragments of Cpn-1, Y25 and Prp-17 genes resulted in a 95, 81 and 79% reduction for eggs g(-1) root, respectively. Furthermore, we demonstrated a significant reduction in transcript levels of the Y25 and Prp-17 genes of the nematodes feeding on the transgenic roots via real-time RT-PCR whereas the expression of non-target genes were not affected. The results of this study demonstrate that over-expression of RNA interference constructs of nematode reproduction or fitness-related genes can effectively control H. glycines infection with levels of suppression comparable to conventional resistance.
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Affiliation(s)
- Jiarui Li
- Department of Plant Pathology, Kansas State University, Manhattan, KS, 66502, USA
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21
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Melito S, Heuberger AL, Cook D, Diers BW, MacGuidwin AE, Bent AF. A nematode demographics assay in transgenic roots reveals no significant impacts of the Rhg1 locus LRR-Kinase on soybean cyst nematode resistance. BMC PLANT BIOLOGY 2010; 10:104. [PMID: 20529370 PMCID: PMC3095272 DOI: 10.1186/1471-2229-10-104] [Citation(s) in RCA: 48] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2010] [Accepted: 06/09/2010] [Indexed: 05/17/2023]
Abstract
BACKGROUND Soybean cyst nematode (Heterodera glycines, SCN) is the most economically damaging pathogen of soybean (Glycine max) in the U.S. The Rhg1 locus is repeatedly observed as the quantitative trait locus with the greatest impact on SCN resistance. The Glyma18g02680.1 gene at the Rhg1 locus that encodes an apparent leucine-rich repeat transmembrane receptor-kinase (LRR-kinase) has been proposed to be the SCN resistance gene, but its function has not been confirmed. Generation of fertile transgenic soybean lines is difficult but methods have been published that test SCN resistance in transgenic roots generated with Agrobacterium rhizogenes. RESULTS We report use of artificial microRNA (amiRNA) for gene silencing in soybean, refinements to transgenic root SCN resistance assays, and functional tests of the Rhg1 locus LRR-kinase gene. A nematode demographics assay monitored infecting nematode populations for their progress through developmental stages two weeks after inoculation, as a metric for SCN resistance. Significant differences were observed between resistant and susceptible control genotypes. Introduction of the Rhg1 locus LRR-kinase gene (genomic promoter/coding region/terminator; Peking/PI 437654-derived SCN-resistant source), into rhg1- SCN-susceptible plant lines carrying the resistant-source Rhg4+ locus, provided no significant increases in SCN resistance. Use of amiRNA to reduce expression of the LRR-kinase gene from the Rhg1 locus of Fayette (PI 88788 source of Rhg1) also did not detectably alter resistance to SCN. However, silencing of the LRR-kinase gene did have impacts on root development. CONCLUSION The nematode demographics assay can expedite testing of transgenic roots for SCN resistance. amiRNAs and the pSM103 vector that drives interchangeable amiRNA constructs through a soybean polyubiqutin promoter (Gmubi), with an intron-GFP marker for detection of transgenic roots, may have widespread use in legume biology. Studies in which expression of the Rhg1 locus LRR-kinase gene from different resistance sources was either reduced or complemented did not reveal significant impacts on SCN resistance.
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Affiliation(s)
- Sara Melito
- Department of Plant Pathology, University of Wisconsin - Madison, Madison, WI 53706 USA
| | - Adam L Heuberger
- Department of Plant Pathology, University of Wisconsin - Madison, Madison, WI 53706 USA
| | - David Cook
- Department of Plant Pathology, University of Wisconsin - Madison, Madison, WI 53706 USA
| | - Brian W Diers
- Department of Crop Sciences, University of Illinois at Urbana-Champaign, Urbana, IL 61801 USA
| | - Ann E MacGuidwin
- Department of Plant Pathology, University of Wisconsin - Madison, Madison, WI 53706 USA
| | - Andrew F Bent
- Department of Plant Pathology, University of Wisconsin - Madison, Madison, WI 53706 USA
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Microarray Detection Call Methodology as a Means to Identify and Compare Transcripts Expressed within Syncytial Cells from Soybean (Glycine max) Roots Undergoing Resistant and Susceptible Reactions to the Soybean Cyst Nematode (Heterodera glycines). J Biomed Biotechnol 2010; 2010:491217. [PMID: 20508855 PMCID: PMC2875038 DOI: 10.1155/2010/491217] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2009] [Revised: 09/23/2009] [Accepted: 02/14/2010] [Indexed: 11/27/2022] Open
Abstract
Background. A comparative microarray investigation was done using detection call methodology (DCM) and differential expression analyses. The goal was to identify genes found in specific cell populations that were eliminated by differential expression analysis due to the nature of differential expression methods. Laser capture microdissection (LCM) was used to isolate nearly homogeneous populations of plant root cells. Results. The analyses identified the presence of 13,291 transcripts between the 4 different sample types. The transcripts filtered down into a total of 6,267 that were detected as being present in one or more sample types. A comparative analysis of DCM and differential expression methods showed a group of genes that were not differentially expressed, but were expressed at detectable amounts within specific cell types. Conclusion. The DCM has identified patterns of gene expression not shown by differential expression analyses. DCM has identified genes that are possibly cell-type specific and/or involved in important aspects of plant nematode interactions during the resistance response, revealing the uniqueness of a particular cell population at a particular point during its differentiation process.
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23
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Klink VP, Hosseini P, Matsye PD, Alkharouf NW, Matthews BF. Syncytium gene expression in Glycine max([PI 88788]) roots undergoing a resistant reaction to the parasitic nematode Heterodera glycines. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2010; 48:176-93. [PMID: 20138530 DOI: 10.1016/j.plaphy.2009.12.003] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2009] [Revised: 10/31/2009] [Accepted: 12/15/2009] [Indexed: 05/07/2023]
Abstract
The plant parasitic nematode, Heterodera glycines is the major pathogen of Glycine max (soybean). H. glycines accomplish parasitism by creating a nurse cell known as the syncytium from which it feeds. The syncytium undergoes two developmental phases. The first is a parasitism phase where feeding sites are selected, initiating the development of the syncytium. During this earlier phase (1-4 days post infection), syncytia undergoing resistant and susceptible reactions appear the same. The second phase is when the resistance response becomes evident (between 4 and 6dpi) and is completed by 9dpi. Analysis of the resistant reaction of G. max genotype PI 88788 (G. max([PI 88788])) to H. glycines population NL1-RHg/HG-type 7 (H. glycines([NL1-RHg/HG-type 7])) is accomplished by laser microdissection of syncytia at 3, 6 and 9dpi. Comparative analyses are made to pericycle and their neighboring cells isolated from mock-inoculated roots. These analyses reveal induced levels of the jasmonic acid biosynthesis and 13-lipoxygenase pathways. Direct comparative analyses were also made of syncytia at 6 days post infection to those at 3dpi (base line). The comparative analyses were done to identify localized gene expression that characterizes the resistance phase of the resistant reaction. The most highly induced pathways include components of jasmonic acid biosynthesis, 13-lipoxygenase pathway, S-adenosyl methionine pathway, phenylpropanoid biosynthesis, suberin biosynthesis, adenosylmethionine biosynthesis, ethylene biosynthesis from methionine, flavonoid biosynthesis and the methionine salvage pathway. In comparative analyses of 9dpi to 6dpi (base line), these pathways, along with coumarin biosynthesis, cellulose biosynthesis and homogalacturonan degradation are induced. The experiments presented here strongly implicate the jasmonic acid defense pathway as a factor involved in the localized resistant reaction of G. max([PI 88788]) to H. glycines([NL1-RHg/HG-type 7]).
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Affiliation(s)
- Vincent P Klink
- Department of Biological Sciences, Harned Hall, Mississippi State University, Mississippi State, MS, 39762, USA.
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Klink VP, Hosseini P, Matsye P, Alkharouf NW, Matthews BF. A gene expression analysis of syncytia laser microdissected from the roots of the Glycine max (soybean) genotype PI 548402 (Peking) undergoing a resistant reaction after infection by Heterodera glycines (soybean cyst nematode). PLANT MOLECULAR BIOLOGY 2009; 71:525-67. [PMID: 19787434 DOI: 10.1007/s11103-009-9539-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/13/2009] [Accepted: 08/09/2009] [Indexed: 05/07/2023]
Abstract
The syncytium is a nurse cell formed within the roots of Glycine max by the plant parasitic nematode Heterodera glycines. Its development and maintenance are essential for nematode survival. The syncytium appears to undergo two developmental phases during its maturation into a functional nurse cell. The first phase is a parasitism phase where the nematode establishes the molecular circuitry that during the second phase ensures a compatible interaction with the plant cell. The cytological features of syncytia undergoing susceptible or resistant reactions appear the same during the parasitism phase. Depending on the outcome of any defense response, the second phase is a period of syncytium maintenance (susceptible reaction) or failure (resistant reaction). In the analyses presented here, the localized gene expression occurring at the syncytium during the resistant reaction was studied. This was accomplished by isolating syncytial cells from Glycine max genotype Peking (PI 548402) by laser capture microdissection. Microarray analyses using the Affymetrix soybean GeneChip directly compared Peking syncytia undergoing a resistant reaction to those undergoing a susceptible reaction during the parasitism phase of the resistant reaction. Those analyses revealed lipoxygenase-9 and lipoxygenase-4 as the most highly induced genes in the resistant reaction. The analysis also identified induced levels of components of the phenylpropanoid pathway. These genes included phenylalanine ammonia lyase, chalcone isomerase, isoflavone reductase, cinnamoyl-CoA reductase and caffeic acid O-methyltransferase. The presence of induced levels of these genes implies the importance of jasmonic acid and phenylpropanoid signaling pathways locally at the site of the syncytium during the resistance phase of the resistant reaction. The analysis also identified highly induced levels of four S-adenosylmethionine synthetase genes, the EARLY-RESPONSIVE TO DEHYDRATION 2 gene and the 14-3-3 gene known as GENERAL REGULATORY FACTOR 2. Subsequent analyses studied microdissected syncytial cells at 3, 6 and 9 days post infection (dpi) during the course of the resistant reaction, resulting in the identification of signature gene expression profiles at each time point in a single G. max genotype, Peking.
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Affiliation(s)
- Vincent P Klink
- Department of Biological Sciences, Mississippi State University, Harned Hall, Mississippi State, MS 39762, USA.
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Klink VP, Matthews BF. Emerging approaches to broaden resistance of soybean to soybean cyst nematode as supported by gene expression studies. PLANT PHYSIOLOGY 2009; 151:1017-22. [PMID: 19675146 PMCID: PMC2773110 DOI: 10.1104/pp.109.144006] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2009] [Accepted: 08/11/2009] [Indexed: 05/04/2023]
Affiliation(s)
- Vincent P Klink
- Department of Biological Sciences, Mississippi State University, Mississippi State, Mississippi 39762, USA.
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