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Lin F, Zhao M, Baumann DD, Ping J, Sun L, Liu Y, Zhang B, Tang Z, Hughes E, Doerge RW, Hughes TJ, Ma J. Molecular response to the pathogen Phytophthora sojae among ten soybean near isogenic lines revealed by comparative transcriptomics. BMC Genomics 2014; 15:18. [PMID: 24410936 PMCID: PMC3893405 DOI: 10.1186/1471-2164-15-18] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2013] [Accepted: 01/07/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Phytophthora root and stem rot (PRR) of soybean, caused by Phytophthora sojae, is controlled by Rps genes. However, little is known regarding the Rps-induced molecular responses to P. sojae and how they actually overlap. We thus sequenced, analyzed, and compared the transcriptomes of 10 near isogenic lines (NILs), each with a unique Rps gene/allele, and the susceptible parent Williams, pre- and post-inoculation with the pathogen. RESULTS A total of 4,330 differentially expressed genes (DEGs) were identified in Williams versus 2,014 to 5,499 DEGs in individual NILs upon inoculation with the pathogen. Comparisons of the DEGs between the NILs and Williams identified incompatible interaction genes (IIGs) and compatible interaction genes (CIGs). Hierarchical cluster and heatmap analyses consistently grouped the NILs into three clusters: Cluster I (Rps1-a), Cluster II (Rps1-b, 1-c and 1-k) and Cluster III (Rps3-a, 3-b, 3-c, 4, 5, and 6), suggesting an overlap in Rps-induced defense signaling among certain NILs. Gene ontology (GO) analysis revealed associations between members of the WRKY family and incompatible reactions and between a number of phytohormone signaling pathways and incompatible/compatible interactions. These associations appear to be distinguished according to the NIL clusters. CONCLUSIONS This study characterized genes and multiple branches of putative regulatory networks associated with resistance to P. sojae in ten soybean NILs, and depicted functional "fingerprints" of individual Rps-mediated resistance responses through comparative transcriptomic analysis. Of particular interest are dramatic variations of detected DEGs, putatively involved in ethylene (ET)-, jasmonic acid (JA)-, (reactive oxygen species) ROS-, and (MAP-kinase) MAPK- signaling, among these soybean NILs, implicating their important roles of these signaling in differentiating molecular defense responses. We hypothesize that different timing and robustness in defense signaling to the same pathogen may be largely responsible for such variations.
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Affiliation(s)
- Feng Lin
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Meixia Zhao
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Douglas D Baumann
- Department of Mathematics, University of Wisconsin – La Crosse, La Crosse, WI 54601, USA
| | - Jieqing Ping
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Lianjun Sun
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Yunfeng Liu
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Biao Zhang
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Zongxiang Tang
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Elisa Hughes
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
| | - Rebecca W Doerge
- Department of Statistics, Purdue University, West Lafayette, IN 47907, USA
| | - Teresa J Hughes
- Department of Botany and Plant Pathology, Purdue University, West Lafayette, IN 47907, USA
- USDA-ARS Crop Production and Pest Control Research Unit, Purdue University, West Lafayette, IN 47907, USA
| | - Jianxin Ma
- Department of Agronomy, Purdue University, West Lafayette, IN 47907, USA
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Ashfield T, Egan AN, Pfeil BE, Chen NW, Podicheti R, Ratnaparkhe MB, Ameline-Torregrosa C, Denny R, Cannon S, Doyle JJ, Geffroy V, Roe BA, Saghai Maroof M, Young ND, Innes RW. Evolution of a complex disease resistance gene cluster in diploid Phaseolus and tetraploid Glycine. PLANT PHYSIOLOGY 2012; 159:336-54. [PMID: 22457424 PMCID: PMC3375969 DOI: 10.1104/pp.112.195040] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2012] [Accepted: 03/22/2012] [Indexed: 05/20/2023]
Abstract
We used a comparative genomics approach to investigate the evolution of a complex nucleotide-binding (NB)-leucine-rich repeat (LRR) gene cluster found in soybean (Glycine max) and common bean (Phaseolus vulgaris) that is associated with several disease resistance (R) genes of known function, including Rpg1b (for Resistance to Pseudomonas glycinea1b), an R gene effective against specific races of bacterial blight. Analysis of domains revealed that the amino-terminal coiled-coil (CC) domain, central nucleotide-binding domain (NB-ARC [for APAF1, Resistance genes, and CED4]), and carboxyl-terminal LRR domain have undergone distinct evolutionary paths. Sequence exchanges within the NB-ARC domain were rare. In contrast, interparalogue exchanges involving the CC and LRR domains were common, consistent with both of these regions coevolving with pathogens. Residues under positive selection were overrepresented within the predicted solvent-exposed face of the LRR domain, although several also were detected within the CC and NB-ARC domains. Superimposition of these latter residues onto predicted tertiary structures revealed that the majority are located on the surface, suggestive of a role in interactions with other domains or proteins. Following polyploidy in the Glycine lineage, NB-LRR genes have been preferentially lost from one of the duplicated chromosomes (homeologues found in soybean), and there has been partitioning of NB-LRR clades between the two homeologues. The single orthologous region in common bean contains approximately the same number of paralogues as found in the two soybean homeologues combined. We conclude that while polyploidization in Glycine has not driven a stable increase in family size for NB-LRR genes, it has generated two recombinationally isolated clusters, one of which appears to be in the process of decay.
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Affiliation(s)
| | | | | | - Nicolas W.G. Chen
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Ram Podicheti
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | | | - Carine Ameline-Torregrosa
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Roxanne Denny
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Steven Cannon
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Jeff J. Doyle
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Valérie Geffroy
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Bruce A. Roe
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - M.A. Saghai Maroof
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Nevin D. Young
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
| | - Roger W. Innes
- Department of Biology, Indiana University, Bloomington, Indiana 47405 (T.A., R.P., R.W.I.); Department of Biology, East Carolina University, Greenville, North Carolina 27858 (A.N.E.); L.H. Bailey Hortorium, Department of Plant Biology, Cornell University, Ithaca, New York 14853 (B.E.P., J.J.D.); Institut de Biotechnologie des Plantes, Université Paris Sud, Saclay Plant Sciences, 91405 Orsay cedex, France (N.W.G.C., V.G.); Department of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia 24061 (M.B.R., M.A.S.M.); Department of Plant Pathology, University of Minnesota, St. Paul, Minnesota 55108 (C.A.-T., R.D., N.D.Y.); United States Department of Agriculture-Agricultural Research Service and Department of Agronomy, Iowa State University, Ames, Iowa 50011 (S.C.); Unité Mixte de Recherche de Génétique Végétale, Institut National de la Recherche Scientifique, 91190 Gif-sur-Yvette, France (V.G.); Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019 (B.A.R.)
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