1
|
Palmer NA, Alvarez S, Naldrett MJ, Muhle A, Sarath G, Edmé SJ, Tatineni S, Mitchell RB, Yuen G. Dynamic Reconfiguration of Switchgrass Proteomes in Response to Rust ( Puccinia novopanici) Infection. Int J Mol Sci 2023; 24:14630. [PMID: 37834079 PMCID: PMC10572835 DOI: 10.3390/ijms241914630] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 09/19/2023] [Accepted: 09/26/2023] [Indexed: 10/15/2023] Open
Abstract
Switchgrass (Panicum virgatum L.) can be infected by the rust pathogen (Puccinia novopanici) and results in lowering biomass yields and quality. Label-free quantitative proteomics was conducted on leaf extracts harvested from non-infected and infected plants from a susceptible cultivar (Summer) at 7, 11, and 18 days after inoculation (DAI) to follow the progression of disease and evaluate any plant compensatory mechanisms to infection. Some pustules were evident at 7 DAI, and their numbers increased with time. However, fungal DNA loads did not appreciably change over the course of this experiment in the infected plants. In total, 3830 proteins were identified at 1% false discovery rate, with 3632 mapped to the switchgrass proteome and 198 proteins mapped to different Puccinia proteomes. Across all comparisons, 1825 differentially accumulated switchgrass proteins were identified and subjected to a STRING analysis using Arabidopsis (A. thaliana L.) orthologs to deduce switchgrass cellular pathways impacted by rust infection. Proteins associated with plastid functions and primary metabolism were diminished in infected Summer plants at all harvest dates, whereas proteins associated with immunity, chaperone functions, and phenylpropanoid biosynthesis were significantly enriched. At 18 DAI, 1105 and 151 proteins were significantly enriched or diminished, respectively. Many of the enriched proteins were associated with mitigation of cellular stress and defense.
Collapse
Affiliation(s)
- Nathan A. Palmer
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
| | - Sophie Alvarez
- Proteomics and Metabolomics Core Facility, Center for Biotechnology, University of Nebraska at Lincoln, Lincoln, NE 68588-0664, USA; (S.A.); (M.J.N.)
| | - Michael J. Naldrett
- Proteomics and Metabolomics Core Facility, Center for Biotechnology, University of Nebraska at Lincoln, Lincoln, NE 68588-0664, USA; (S.A.); (M.J.N.)
| | - Anthony Muhle
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
| | - Gautam Sarath
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
| | - Serge J. Edmé
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
| | - Satyanarayana Tatineni
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
- Department of Plant Pathology, University of Nebraska at Lincoln, Lincoln, NE 68583-0722, USA;
| | - Robert B. Mitchell
- Wheat, Sorghum, and Forage Research Unit, United States Department of Agriculture-Agricultural Research Service (USDA-ARS), Lincoln, NE 68583-0937, USA; (N.A.P.); (A.M.); (S.J.E.); (S.T.); (R.B.M.)
| | - Gary Yuen
- Department of Plant Pathology, University of Nebraska at Lincoln, Lincoln, NE 68583-0722, USA;
| |
Collapse
|
2
|
Zhang B, Lewis JA, Kovacs F, Sattler SE, Sarath G, Kang C. Activity of Cytosolic Ascorbate Peroxidase (APX) from Panicum virgatum against Ascorbate and Phenylpropanoids. Int J Mol Sci 2023; 24:1778. [PMID: 36675291 PMCID: PMC9864165 DOI: 10.3390/ijms24021778] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 01/10/2023] [Accepted: 01/12/2023] [Indexed: 01/19/2023] Open
Abstract
APX is a key antioxidant enzyme in higher plants, scavenging H2O2 with ascorbate in several cellular compartments. Here, we report the crystal structures of cytosolic ascorbate peroxidase from switchgrass (Panicum virgatum L., Pvi), a strategic feedstock plant with several end uses. The overall structure of PviAPX was similar to the structures of other APX family members, with a bound ascorbate molecule at the ɣ-heme edge pocket as in other APXs. Our results indicated that the H2O2-dependent oxidation of ascorbate displayed positive cooperativity. Significantly, our study suggested that PviAPX can oxidize a broad range of phenylpropanoids with δ-meso site in a rather similar efficiency, which reflects its role in the fortification of cell walls in response to insect feeding. Based on detailed structural and kinetic analyses and molecular docking, as well as that of closely related APX enzymes, the critical residues in each substrate-binding site of PviAPX are proposed. Taken together, these observations shed new light on the function and catalysis of PviAPX, and potentially benefit efforts improve plant health and biomass quality in bioenergy and forage crops.
Collapse
Affiliation(s)
- Bixia Zhang
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA
| | - Jacob A. Lewis
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA
| | - Frank Kovacs
- Chemistry Department, University of Nebraska-Kearney, Kearney, NE 68849, USA
| | - Scott E. Sattler
- Wheat, Sorghum and Forage Research Unit, U.S. Department of Agriculture—Agricultural Research Service, Lincoln, NE 68583, USA
| | - Gautam Sarath
- Wheat, Sorghum and Forage Research Unit, U.S. Department of Agriculture—Agricultural Research Service, Lincoln, NE 68583, USA
| | - ChulHee Kang
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA
| |
Collapse
|
3
|
Ranaweera T, Brown BN, Wang P, Shiu SH. Temporal regulation of cold transcriptional response in switchgrass. FRONTIERS IN PLANT SCIENCE 2022; 13:998400. [PMID: 36299783 PMCID: PMC9589291 DOI: 10.3389/fpls.2022.998400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Accepted: 09/16/2022] [Indexed: 06/16/2023]
Abstract
Switchgrass low-land ecotypes have significantly higher biomass but lower cold tolerance compared to up-land ecotypes. Understanding the molecular mechanisms underlying cold response, including the ones at transcriptional level, can contribute to improving tolerance of high-yield switchgrass under chilling and freezing environmental conditions. Here, by analyzing an existing switchgrass transcriptome dataset, the temporal cis-regulatory basis of switchgrass transcriptional response to cold is dissected computationally. We found that the number of cold-responsive genes and enriched Gene Ontology terms increased as duration of cold treatment increased from 30 min to 24 hours, suggesting an amplified response/cascading effect in cold-responsive gene expression. To identify genomic sequences likely important for regulating cold response, machine learning models predictive of cold response were established using k-mer sequences enriched in the genic and flanking regions of cold-responsive genes but not non-responsive genes. These k-mers, referred to as putative cis-regulatory elements (pCREs) are likely regulatory sequences of cold response in switchgrass. There are in total 655 pCREs where 54 are important in all cold treatment time points. Consistent with this, eight of 35 known cold-responsive CREs were similar to top-ranked pCREs in the models and only these eight were important for predicting temporal cold response. More importantly, most of the top-ranked pCREs were novel sequences in cold regulation. Our findings suggest additional sequence elements important for cold-responsive regulation previously not known that warrant further studies.
Collapse
Affiliation(s)
- Thilanka Ranaweera
- Department of Plant Biology, Michigan State University, East Lansing, MI, United States
- Department of Energy (DOE) Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
| | - Brianna N.I. Brown
- Department of Plant Biology, Michigan State University, East Lansing, MI, United States
| | - Peipei Wang
- Department of Plant Biology, Michigan State University, East Lansing, MI, United States
- Department of Energy (DOE) Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- Kunpeng Institute of Modern Agriculture at Foshan, Foshan, China
- Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Shin-Han Shiu
- Department of Plant Biology, Michigan State University, East Lansing, MI, United States
- Department of Energy (DOE) Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- Department of Computational Mathematics, Science, and Engineering, Michigan State University, East Lansing, MI, United States
| |
Collapse
|