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He T, Chen L, Wu Y, Wang J, Wu Q, Sun J, Ding C, Zhou T, Chen L, Jin A, Li Y, Zhu Q. Combined Metabolome and Transcriptome Analyses of Maize Leaves Reveal Global Effect of Biochar on Mechanisms Involved in Anti-Herbivory to Spodoptera frugiperda. Metabolites 2024; 14:498. [PMID: 39330505 PMCID: PMC11433984 DOI: 10.3390/metabo14090498] [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: 07/24/2024] [Revised: 09/04/2024] [Accepted: 09/10/2024] [Indexed: 09/28/2024] Open
Abstract
Fall armyworm (FAW, Spodoptera frugiperda) has now spread to more than 26 Chinese provinces. The government is working with farmers and researchers to find ways to prevent and control this pest. The use of biochar is one of the economic and environmentally friendly strategies to increase plant growth and improve pest resistance. We tested four v/v combinations of bamboo charcoal with coconut bran [BC1 (10:1), BC2(30:1), BC3(50:1)] against a control (CK) in maize. We found that plant height, stem thickness, fresh weight and chlorophyll content were significantly higher in BC2, in addition to the lowest FAW survival %. We then compared the metabolome and transcriptome profiles of BC2 and CK maize plants under FAW herbivory. Our results show that the levels of flavonoids, amino acids and derivatives, nucleotides and derivatives and most phenolic acids decreased, while terpenoids, organic acids, lipids and defense-related hormones increased in BC-grown maize leaves. Transcriptome sequencing revealed consistent expression profiles of genes enriched in these pathways. We also observed the increased expression of genes related to abscisic acid, jasmonic acid, auxin and MAPK signaling. Based on these observations, we discussed the possible pathways involved in maize against FAW herbivory. We conclude that bamboo charcoal induces anti-herbivory responses in maize leaves.
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Affiliation(s)
- Tianjun He
- College of Ecology, Lishui University, Lishui 323000, China; (T.H.); (J.W.); (L.C.); (A.J.)
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Lin Chen
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Yingjun Wu
- Ecological Forestry Development Center of Suichang County, Lishui 323300, China;
| | - Jinchao Wang
- College of Ecology, Lishui University, Lishui 323000, China; (T.H.); (J.W.); (L.C.); (A.J.)
| | - Quancong Wu
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Jiahao Sun
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Chaohong Ding
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Tianxing Zhou
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Limin Chen
- College of Ecology, Lishui University, Lishui 323000, China; (T.H.); (J.W.); (L.C.); (A.J.)
- Lishui Institute of Agricultural and Forestry Sciences, Lishui 323000, China; (L.C.); (Q.W.); (J.S.); (C.D.); (T.Z.)
| | - Aiwu Jin
- College of Ecology, Lishui University, Lishui 323000, China; (T.H.); (J.W.); (L.C.); (A.J.)
| | - Yang Li
- Soil Fertilizer and Plant Protection Station of Lishui City, Lishui 323000, China
| | - Qianggen Zhu
- College of Ecology, Lishui University, Lishui 323000, China; (T.H.); (J.W.); (L.C.); (A.J.)
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Laosuntisuk K, Vennapusa A, Somayanda IM, Leman AR, Jagadish SK, Doherty CJ. A normalization method that controls for total RNA abundance affects the identification of differentially expressed genes, revealing bias toward morning-expressed responses. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 118:1241-1257. [PMID: 38289828 DOI: 10.1111/tpj.16654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/12/2024] [Accepted: 01/18/2024] [Indexed: 02/01/2024]
Abstract
RNA-Sequencing is widely used to investigate changes in gene expression at the transcription level in plants. Most plant RNA-Seq analysis pipelines base the normalization approaches on the assumption that total transcript levels do not vary between samples. However, this assumption has not been demonstrated. In fact, many common experimental treatments and genetic alterations affect transcription efficiency or RNA stability, resulting in unequal transcript abundance. The addition of synthetic RNA controls is a simple correction that controls for variation in total mRNA levels. However, adding spike-ins appropriately is challenging with complex plant tissue, and carefully considering how they are added is essential to their successful use. We demonstrate that adding external RNA spike-ins as a normalization control produces differences in RNA-Seq analysis compared to traditional normalization methods, even between two times of day in untreated plants. We illustrate the use of RNA spike-ins with 3' RNA-Seq and present a normalization pipeline that accounts for differences in total transcriptional levels. We evaluate the effect of normalization methods on identifying differentially expressed genes in the context of identifying the effect of the time of day on gene expression and response to chilling stress in sorghum.
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Affiliation(s)
- Kanjana Laosuntisuk
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, North Carolina, USA
| | - Amaranatha Vennapusa
- Department of Agriculture and Natural Resources, Delaware State University, Dover, Delaware, USA
| | - Impa M Somayanda
- Department of Plant and Soil Science, Texas Tech University, Lubbock, Texas, 79410, USA
| | - Adam R Leman
- Department of Science and Technology, The Good Food Institute, Washington, District of Columbia, 20090, USA
| | - Sv Krishna Jagadish
- Department of Plant and Soil Science, Texas Tech University, Lubbock, Texas, 79410, USA
- Department of Agronomy, Kansas State University, Manhattan, Kansas, 66506, USA
| | - Colleen J Doherty
- Department of Molecular and Structural Biochemistry, North Carolina State University, Raleigh, North Carolina, USA
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Lewis JA, Zhang B, Harza R, Palmer N, Sarath G, Sattler SE, Twigg P, Vermerris W, Kang C. Structural Similarities and Overlapping Activities among Dihydroflavonol 4-Reductase, Flavanone 4-Reductase, and Anthocyanidin Reductase Offer Metabolic Flexibility in the Flavonoid Pathway. Int J Mol Sci 2023; 24:13901. [PMID: 37762209 PMCID: PMC10531346 DOI: 10.3390/ijms241813901] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 08/31/2023] [Accepted: 09/05/2023] [Indexed: 09/29/2023] Open
Abstract
Flavonoids are potent antioxidants that play a role in defense against pathogens, UV-radiation, and the detoxification of reactive oxygen species. Dihydroflavonol 4-reductase (DFR) and flavanone 4-reductase (FNR) reduce dihydroflavonols and flavanones, respectively, using NAD(P)H to produce flavan-(3)-4-(di)ols in flavonoid biosynthesis. Anthocyanidin reductase (ANR) reduces anthocyanidins to flavan-3-ols. In addition to their sequences, the 3D structures of recombinant DFR, FNR and ANR from sorghum and switchgrass showed a high level of similarity. The catalytic mechanism, substrate-specificity and key residues of three reductases were deduced from crystal structures, site-directed mutagenesis, molecular docking, kinetics, and thermodynamic ana-lyses. Although DFR displayed its highest activity against dihydroflavonols, it also showed activity against flavanones and anthocyanidins. It was inhibited by the flavonol quercetin and high concentrations of dihydroflavonols/flavonones. SbFNR1 and SbFNR2 did not show any activity against dihydroflavonols. However, SbFNR1 displayed activity against flavanones and ANR activity against two anthocyanidins, cyanidin and pelargonidin. Therefore, SbFNR1 and SbFNR2 could be specific ANR isozymes without delphinidin activity. Sorghum has high concentrations of 3-deoxyanthocyanidins in vivo, supporting the observed high activity of SbDFR against flavonols. Mining of expression data indicated substantial induction of these three reductase genes in both switchgrass and sorghum in response to biotic stress. Key signature sequences for proper DFR/ANR classification are proposed and could form the basis for future metabolic engineering of flavonoid metabolism.
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Affiliation(s)
- Jacob A. Lewis
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA; (J.A.L.); (B.Z.)
| | - Bixia Zhang
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA; (J.A.L.); (B.Z.)
| | - Rishi Harza
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA; (J.A.L.); (B.Z.)
| | - Nathan Palmer
- Wheat, Sorghum, Forage Research Unit, U.S. Department of Agriculture—Agricultural Research Service, Lincoln, NE 68583, USA; (N.P.); (G.S.); (S.E.S.)
| | - Gautam Sarath
- Wheat, Sorghum, Forage Research Unit, U.S. Department of Agriculture—Agricultural Research Service, Lincoln, NE 68583, USA; (N.P.); (G.S.); (S.E.S.)
| | - Scott E. Sattler
- Wheat, Sorghum, Forage Research Unit, U.S. Department of Agriculture—Agricultural Research Service, Lincoln, NE 68583, USA; (N.P.); (G.S.); (S.E.S.)
| | - Paul Twigg
- Biology Department, University of Nebraska at Kearney, Kearney, NE 68849, USA;
| | - Wilfred Vermerris
- Department of Microbiology & Cell Science and UF Genetics Institute, University of Florida, Gainesville, FL 32610, USA;
| | - ChulHee Kang
- Department of Chemistry, Washington State University, Pullman, WA 99164, USA; (J.A.L.); (B.Z.)
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Li T, Feng M, Chi Y, Shi X, Sun Z, Wu Z, Li A, Shi W. Defensive Resistance of Cowpea Vigna unguiculata Control Megalurothrips usitatus Mediated by Jasmonic Acid or Insect Damage. PLANTS (BASEL, SWITZERLAND) 2023; 12:942. [PMID: 36840292 PMCID: PMC9967092 DOI: 10.3390/plants12040942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/15/2023] [Revised: 02/14/2023] [Accepted: 02/17/2023] [Indexed: 06/18/2023]
Abstract
Vigna unguiculata is a vital vegetable crop in Southeast Asia, and Megalurothrips usitatus can cause huge damage to this crop. Enhancing the resistance of V. unguiculata against M. usitatus is a promising way to protect this crop; however, there is limited information regarding the mechanism underlying the resistance of V. unguiculata against M. usitatus. Here, a behavior assay was performed to explore the resistance of V. unguiculata against M. usitatus after insect damage or treatment by jasmonic acid (JA). Furthermore, transcriptome and metabonomics analysis was used to detect the putative mechanism underlying the resistance of V. unguiculata against M. usitatus. The pre-treatment of Vigna unguiculata with JA or infestation with Megalurothrips usitatus alleviated the damage resulting from the pest insect. We further identified differentially expressed genes and different metabolites involved in flavonoid biosynthesis and alpha-linolenic acid metabolism. Genes of chalcone reductase and shikimate O-hydroxycinnamoyltransferase involved in flavonoid biosynthesis, as well as lipoxygenase and acyl-CoA oxidase involved in alpha-linolenic acid metabolism, were upregulated in plants after herbivory or JA supplementation. The upregulation of these genes contributed to the high accumulation of metabolites involved in flavonoid biosynthesis and the alpha-linolenic acid metabolism pathway. These transcriptional and metabolite changes are potentially responsible for plant defense and a putative regulatory model is thus proposed to illustrate the cowpea defense mechanism against insect attack. Our study provides candidate targets for the breeding of varieties with resistance to insect herbivory by molecular technology.
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Affiliation(s)
- Tao Li
- Department of Entomology and MOA Key Laboratory of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing 100193, China
| | - Mingyue Feng
- Department of Entomology and MOA Key Laboratory of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing 100193, China
| | - Yuanming Chi
- Department of Entomology and MOA Key Laboratory of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing 100193, China
| | - Xing Shi
- Plant Protection Station of Guangxi Zhuang Autonomous Region, Nanning 530007, China
| | - Zilin Sun
- Department of Entomology and MOA Key Laboratory of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing 100193, China
| | - Zhen Wu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen 518000, China
| | - Aomei Li
- Key Laboratory of Sugarcane Biotechnology and Genetic Improvement (Guangxi), Ministry of Agriculture and Rural Affairs/Guangxi Key Laboratory of Sugarcane Genetic Improvement/Sugarcane Research Institute, Guangxi Academy of Agricultural Sciences, Nanning 530007, China
| | - Wangpeng Shi
- Department of Entomology and MOA Key Laboratory of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing 100193, China
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Nagoshi RN, Meagher RL. The Spodoptera frugiperda Host Strains: What They Are and Why They Matter for Understanding and Controlling This Global Agricultural Pest. JOURNAL OF ECONOMIC ENTOMOLOGY 2022; 115:1729-1743. [PMID: 36515110 DOI: 10.1093/jee/toac050] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Indexed: 06/17/2023]
Abstract
Fall armyworm (Spodoptera frugiperda [J.E. Smith]) is a moth native to the Western Hemisphere where it is a major pest of corn (maize) and multiple other crops. It is now a global threat with its recent discovery and dissemination in the Eastern Hemisphere. Its broad host range is in part due to two subpopulations denoted as 'host strains' that differ in host plant specificity. Therefore, identifying the strains present in a location is critical to assessing what crops are at risk of infestation. However, much remains uncertain about how the strains differ and even on the fundamental issue of how they are identified. Complicating factors include the host strains are morphologically indistinguishable, the defining behavior of the strains (host plant specificity) is variable, and the existence of significant differences between geographical populations and laboratory colonies that are independent of strain identity. These factors contribute to substantial disagreements in the literature on presumptive strain differences. This paper presents a summary of strain characteristics and suggests the criteria that should be met before concluding a trait is 'strain-specific'. The intent is to facilitate a common understanding of what the strains represent and to develop a more consistent experimental framework for studies on strain phenotypes. Evidence is summarized that supports a primary role for Z-linked genes in strain identity, which has potential implications for genetic approaches to define the strains, and we discuss the possibility that the strains arose from allopatric (rather than sympatric) speciation processes.
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Affiliation(s)
- Rodney N Nagoshi
- Center for Medical, Agricultural, and Veterinary Entomology, USDA-ARS, Gainesville, FL, USA
| | - Robert L Meagher
- Center for Medical, Agricultural, and Veterinary Entomology, USDA-ARS, Gainesville, FL, USA
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Integrated Transcriptome and Metabolome Analysis to Identify Sugarcane Gene Defense against Fall Armyworm ( Spodoptera frugiperda) Herbivory. Int J Mol Sci 2022; 23:ijms232213712. [PMID: 36430189 PMCID: PMC9694286 DOI: 10.3390/ijms232213712] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 11/01/2022] [Accepted: 11/07/2022] [Indexed: 11/10/2022] Open
Abstract
Sugarcane is the most important sugar crop, contributing ≥80% to total sugar production around the world. Spodoptera frugiperda is one of the main pests of sugarcane, potentially causing severe yield and sugar loss. The identification of key defense factors against S. frugiperda herbivory can provide targets for improving sugarcane resistance to insect pests by molecular breeding. In this work, we used one of the main sugarcane pests, S. frugiperda, as the tested insect to attack sugarcane. Integrated transcriptome and metabolomic analyses were performed to explore the changes in gene expression and metabolic processes that occurred in sugarcane leaf after continuous herbivory by S. frugiperda larvae for 72 h. The transcriptome analysis demonstrated that sugarcane pest herbivory enhanced several herbivory-induced responses, including carbohydrate metabolism, secondary metabolites and amino acid metabolism, plant hormone signaling transduction, pathogen responses, and transcription factors. Further metabolome analysis verified the inducement of specific metabolites of amino acids and secondary metabolites by insect herbivory. Finally, association analysis of the transcriptome and metabolome by the Pearson correlation coefficient method brought into focus the target defense genes against insect herbivory in sugarcane. These genes include amidase and lipoxygenase in amino acid metabolism, peroxidase in phenylpropanoid biosynthesis, and pathogenesis-related protein 1 in plant hormone signal transduction. A putative regulatory model was proposed to illustrate the sugarcane defense mechanism against insect attack. This work will accelerate the dissection of the mechanism underlying insect herbivory in sugarcane and provide targets for improving sugarcane variety resistance to insect herbivory by molecular breeding.
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Stratton CA, Ray S, Bradley BA, Kaye JP, Ali JG, Murrell EG. Nutrition vs association: plant defenses are altered by arbuscular mycorrhizal fungi association not by nutritional provisioning alone. BMC PLANT BIOLOGY 2022; 22:400. [PMID: 35974331 PMCID: PMC9380362 DOI: 10.1186/s12870-022-03795-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 08/09/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND While it is known that arbuscular mycorrhizal fungi (AMF) can improve nutrient acquisition and herbivore resistance in crops, the mechanisms by which AMF influence plant defense remain unknown. Plants respond to herbivory with a cascade of gene expression and phytochemical biosynthesis. Given that the production of defensive phytochemicals requires nutrients, a commonly invoked hypothesis is that the improvement to plant defense when grown with AMF is simply due to an increased availability of nutrients. An alternative hypothesis is that the AMF effect on herbivory is due to changes in plant defense gene expression that are not simply due to nutrient availability. In this study, we tested whether changes in plant defenses are regulated by nutritional provisioning alone or the response of plant to AMF associations. Maize plants grown with or without AMF and with one of three fertilizer treatments (standard, 2 × nitrogen, or 2 × phosphorous) were infested with fall armyworm (Spodoptera frugiperda; FAW) for 72 h. We measured general plant characteristics (e.g. height, number of leaves), relative gene expression (rtPCR) of three defensive genes (lox3, mpi, and pr5), total plant N and P nutrient content, and change in FAW mass per plant. RESULTS We found that AMF drove the defense response of maize by increasing the expression of mpi and pr5. Furthermore, while AMF increased the total phosphorous content of maize it had no impact on maize nitrogen. Fertilization alone did not alter upregulation of any of the 3 induced defense genes tested, suggesting the mechanism through which AMF upregulate defenses is not solely via increased N or P plant nutrition. CONCLUSION This work supports that maize defense may be optimized by AMF associations alone, reducing the need for artificial inputs when managing FAW.
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Affiliation(s)
- Chase A Stratton
- The Land Institute, 2440 E Water Well Rd, Salina, KS, 67401, USA.
| | - Swayamjit Ray
- Department of Entomology, Pennsylvania State University, University Park, PA, 16802, USA
| | - Brosi A Bradley
- Department of Ecosystem Science and Management, Pennsylvania State University, University Park, PA, 16802, USA
| | - Jason P Kaye
- Department of Ecosystem Science and Management, Pennsylvania State University, University Park, PA, 16802, USA
| | - Jared G Ali
- Department of Entomology, Pennsylvania State University, University Park, PA, 16802, USA
| | - Ebony G Murrell
- The Land Institute, 2440 E Water Well Rd, Salina, KS, 67401, USA
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Genomic Analysis of Resistance to Fall Armyworm (Spodoptera frugiperda) in CIMMYT Maize Lines. Genes (Basel) 2022; 13:genes13020251. [PMID: 35205295 PMCID: PMC8872412 DOI: 10.3390/genes13020251] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/19/2022] [Accepted: 01/25/2022] [Indexed: 01/08/2023] Open
Abstract
The recent invasion, rapid spread, and widescale destruction of the maize crop by the fall armyworm (FAW; Spodoptera frugiperda (J.E. Smith)) is likely to worsen the food insecurity situation in Africa. In the present study, a set of 424 maize lines were screened for their responses to FAW under artificial infestation to dissect the genetic basis of resistance. All lines were evaluated for two seasons under screen houses and genotyped with the DArTseq platform. Foliar damage was rated on a scale of 1 (highly resistant) to 9 (highly susceptible) and scored at 7, 14, and 21 days after artificial infestation. Analyses of variance revealed significant genotypic and genotype by environment interaction variances for all traits. Heritability estimates for leaf damage scores were moderately high and ranged from 0.38 to 0.58. Grain yield was negatively correlated with a high magnitude to foliar damage scores, ear rot, and ear damage traits. The genome-wide association study (GWAS) revealed 56 significant marker–trait associations and the predicted functions of the putative candidate genes varied from a defense response to several genes of unknown function. Overall, the study revealed that native genetic resistance to FAW is quantitative in nature and is controlled by many loci with minor effects.
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Tejera-Nieves M, Abraha M, Chen J, Hamilton SK, Robertson GP, Walker James B. Seasonal decline in leaf photosynthesis in perennial switchgrass explained by sink limitations and water deficit. FRONTIERS IN PLANT SCIENCE 2022; 13:1023571. [PMID: 36684783 PMCID: PMC9846045 DOI: 10.3389/fpls.2022.1023571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/07/2022] [Indexed: 05/05/2023]
Abstract
Leaf photosynthesis of perennial grasses usually decreases markedly from early to late summer, even when the canopy remains green and environmental conditions are favorable for photosynthesis. Understanding the physiological basis of this photosynthetic decline reveals the potential for yield improvement. We tested the association of seasonal photosynthetic decline in switchgrass (Panicum virgatum L.) with water availability by comparing plants experiencing ambient rainfall with plants in a rainfall exclusion experiment in Michigan, USA. For switchgrass exposed to ambient rainfall, daily net CO2 assimilation ( A n e t ' ) declined from 0.9 mol CO2 m-2 day-1 in early summer to 0.43 mol CO2 m-2 day-1 in late summer (53% reduction; P<0.0001). Under rainfall exclusion shelters, soil water content was 73% lower and A n e t ' was 12% and 26% lower in July and September, respectively, compared to those of the rainfed plants. Despite these differences, the seasonal photosynthetic decline was similar in the season-long rainfall exclusion compared to the rainfed plants; A n e t ' in switchgrass under the shelters declined from 0.85 mol CO2 m-2 day-1 in early summer to 0.39 mol CO2 m-2 day-1 (54% reduction; P<0.0001) in late summer. These results suggest that while water deficit limited A n e t ' late in the season, abundant late-season rainfalls were not enough to restore A n e t ' in the rainfed plants to early-summer values suggesting water deficit was not the sole driver of the decline. Alongside change in photosynthesis, starch in the rhizomes increased 4-fold (P<0.0001) and stabilized when leaf photosynthesis reached constant low values. Additionally, water limitation under shelters had no negative effects on the timing of rhizome starch accumulation, and rhizome starch content increased ~ 6-fold. These results showed that rhizomes also affect leaf photosynthesis during the growing season. Towards the end of the growing season, when vegetative growth is completed and rhizome reserves are filled, diminishing rhizome sink activity likely explained the observed photosynthetic declines in plants under both ambient and reduced water availability.
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Affiliation(s)
- Mauricio Tejera-Nieves
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI, United States
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
| | - Michael Abraha
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, MI, United States
- Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI, United States
| | - Jiquan Chen
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- Center for Global Change and Earth Observations, Michigan State University, East Lansing, MI, United States
- Department of Geography, Environment, and Spatial Sciences, Michigan State University, East Lansing, MI, United States
| | - Stephen K. Hamilton
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, MI, United States
- Department of Integrative Biology, Michigan State University, East Lansing, MI, United States
| | - G. Philip Robertson
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- W. K. Kellogg Biological Station, Michigan State University, Hickory Corners, MI, United States
- Department of Plant, Soil, and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Berkley Walker James
- MSU-DOE Plant Research Laboratory, Michigan State University, East Lansing, MI, United States
- Great Lakes Bioenergy Research Center, Michigan State University, East Lansing, MI, United States
- Department of Plant Biology, Michigan State University, East Lansing, MI, United States
- *Correspondence: Berkley Walker James,
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Fontes-Puebla AA, Borrego EJ, Kolomiets MV, Bernal JS. Maize biochemistry in response to root herbivory was mediated by domestication, spread, and breeding. PLANTA 2021; 254:70. [PMID: 34499214 DOI: 10.1007/s00425-021-03720-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 08/30/2021] [Indexed: 06/13/2023]
Abstract
With domestication, northward spread, and breeding, maize defence against root-herbivores relied on induced defences, decreasing levels of phytohormones involved in resistance, and increasing levels of a phytohormone involved in tolerance. We addressed whether a suite of maize (Zea mays mays) phytohormones and metabolites involved in herbivore defence were mediated by three successive processes: domestication, spread to North America, and modern breeding. With those processes, and following theoretical predictions, we expected to find: a change in defence strategy from reliance on induced defences to reliance on constitutive defences; decreasing levels of phytohormones involved in herbivore resistance, and; increasing levels of a phytohormone involved in herbivore tolerance. We tested those predictions by comparing phytohormone levels in seedlings exposed to root herbivory by Diabrotica virgifera virgifera among four plant types encompassing those processes: the maize ancestor Balsas teosinte (Zea mays parviglumis), Mexican maize landraces, USA maize landraces, and USA inbred maize cultivars. With domestication, maize transitioned from reliance on induced defences in teosinte to reliance on constitutive defences in maize, as predicted. One subset of metabolites putatively involved in herbivory defence (13-oxylipins) was suppressed with domestication, as predicted, though another was enhanced (9-oxylipins), and both were variably affected by spread and breeding. A phytohormone (indole-3-acetic acid) involved in tolerance was enhanced with domestication, and with spread and breeding, as predicted. These changes are consistent with documented changes in herbivory resistance and tolerance, and occurred coincidentally with cultivation in increasingly resource-rich environments, i.e., from wild to highly enriched agricultural environments. We concluded that herbivore defence evolution in crops may be mediated by processes spanning thousands of generations, e.g., domestication and spread, as well as by processes spanning tens of generations, e.g., breeding and agricultural intensification.
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Affiliation(s)
- Ana A Fontes-Puebla
- Department of Entomology, Texas A&M University, College Station, TX, USA
- Campo Experimental Costa de Hermosillo, Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias (INIFAP), Hermosillo, Sonora, México
| | - Eli J Borrego
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, USA
- Thomas H. Gosnell School of Life Sciences, Rochester Institute of Technology, Rochester, NY, USA
| | - Michael V Kolomiets
- Department of Plant Pathology and Microbiology, Texas A&M University, College Station, TX, USA.
| | - Julio S Bernal
- Department of Entomology, Texas A&M University, College Station, TX, USA.
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11
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Rodríguez VM, Velasco P, Cao A, Santiago R, Malvar RA, Butrón A. Maize Resistance to Stem Borers Can Be Modulated by Systemic Maize Responses to Long-Term Stem Tunneling. FRONTIERS IN PLANT SCIENCE 2021; 11:627468. [PMID: 33777059 PMCID: PMC7991579 DOI: 10.3389/fpls.2020.627468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 12/21/2020] [Indexed: 06/12/2023]
Abstract
Limited attention has been paid to maize (Zea mays L.) resistance induced by corn borer damage, although evidence shows that induced defenses have lower resource allocation costs than constitutive defenses. Maize responses to short- and long-term feeding by the Mediterranean corn borer (MCB, Sesamia nionagrioides) have been previously studied, but the suggested differences between responses could be due to experimental differences. Therefore, in the current study, a direct comparison between short- and long-term responses has been made. The objectives were (i) to determine changes in the level of antibiosis of the stems induced by feeding of S. nonagrioides larvae for 2days (short-term feeding) and 9days (long-term feeding), (ii) to characterize the metabolome of the stems' short- and long-term responses to borer feeding, and (iii) to look for metabolic pathways that could modulate plant resistance to MCB. Defenses were progressively induced in the resistant inbred, and constitutive defenses were broken down in the susceptible inbred. Results suggest that the different resistance levels of the two inbreds to stem tunneling by MCB could depend on their ability to establish a systemic response. Based on these results, a high throughput look for specific metabolites implicated in systemic induced resistance to maize stem borers is recommended; the current focus on constitutive defense metabolites has not been successful in finding molecules that would be valuable tools for pest control.
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Affiliation(s)
| | - Pablo Velasco
- Misión Biológica de Galicia (CSIC), El Palacio-Salcedo, Pontevedra, Spain
| | - Ana Cao
- Misión Biológica de Galicia (CSIC), El Palacio-Salcedo, Pontevedra, Spain
| | - Rogelio Santiago
- Departamento de Biología Vegetal y Ciencias del Suelo, Facultad de Biología, Universidad de Vigo, As Lagoas Marcosende, Agrobiología Ambiental, Calidad de Suelos y Plantas (UVIGO), Unidad Asociada a la MBG (CSIC), Vigo, Spain
| | - Rosa Ana Malvar
- Misión Biológica de Galicia (CSIC), El Palacio-Salcedo, Pontevedra, Spain
| | - Ana Butrón
- Misión Biológica de Galicia (CSIC), El Palacio-Salcedo, Pontevedra, Spain
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12
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Kiani M, Bryan B, Rush C, Szczepaniec A. Transcriptional Responses of Resistant and Susceptible Wheat Exposed to Wheat Curl Mite. Int J Mol Sci 2021; 22:ijms22052703. [PMID: 33800120 PMCID: PMC7962190 DOI: 10.3390/ijms22052703] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 03/01/2021] [Accepted: 03/02/2021] [Indexed: 12/04/2022] Open
Abstract
(1) Background: The wheat curl mite (Aceria tosichella Keifer) is a key pest of wheat (Triticum aestivum L.) worldwide. While a number of wheat cultivars resistant to the mites have been employed to minimize the impact on the yield and quality of grain, little is known regarding the mechanisms underlying host plant resistance. Therefore, the goal of this study was to explore changes in transcriptome of resistant and susceptible wheat in order to quantify the molecular changes that drive host plant resistance. (2) Methods: Two varieties, wheat curl mite-susceptible (Karl 92) and wheat curl mite-resistant (TAM112) wheat, both at 2-week postemergence, were used in this study. Half of the plants were exposed to wheat curl mite herbivory and half remained mite-free and served as controls. Transcriptome changes were quantified using RNA-seq and compared among treatments to identify genes and pathways affected by herbivores. (3) Results: We identified a number of genes and pathways involved in plant defenses against pathogens, herbivores, and abiotic stress that were differentially expressed in the resistant wheat exposed to wheat curl mite herbivory but were unaffected in the susceptible wheat. (4) Conclusions: Our outcomes indicated that resistant wheat counteracts wheat curl mite exposure through effective induction of genes and pathways that enhance its defense responses.
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Affiliation(s)
- Mahnaz Kiani
- Thegreencell, Inc., 15810 Gaither Drive, Gaithersburg, MD 20877, USA
- Correspondence:
| | - Becky Bryan
- Department of Plant Pathology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; (B.B.); (C.R.)
| | - Charles Rush
- Department of Plant Pathology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; (B.B.); (C.R.)
| | - Adrianna Szczepaniec
- Department of Entomology, Texas A&M AgriLife Research, Amarillo, TX 79106, USA; or
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13
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Pingault L, Palmer NA, Koch KG, Heng-Moss T, Bradshaw JD, Seravalli J, Twigg P, Louis J, Sarath G. Differential Defense Responses of Upland and Lowland Switchgrass Cultivars to a Cereal Aphid Pest. Int J Mol Sci 2020; 21:ijms21217966. [PMID: 33120946 PMCID: PMC7672581 DOI: 10.3390/ijms21217966] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 10/22/2020] [Accepted: 10/24/2020] [Indexed: 02/01/2023] Open
Abstract
Yellow sugarcane aphid (YSA) (Sipha flava, Forbes) is a damaging pest on many grasses. Switchgrass (Panicum virgatum L.), a perennial C4 grass, has been selected as a bioenergy feedstock because of its perceived resilience to abiotic and biotic stresses. Aphid infestation on switchgrass has the potential to reduce the yields and biomass quantity. Here, the global defense response of switchgrass cultivars Summer and Kanlow to YSA feeding was analyzed by RNA-seq and metabolite analysis at 5, 10, and 15 days after infestation. Genes upregulated by infestation were more common in both cultivars compared to downregulated genes. In total, a higher number of differentially expressed genes (DEGs) were found in the YSA susceptible cultivar (Summer), and fewer DEGs were observed in the YSA resistant cultivar (Kanlow). Interestingly, no downregulated genes were found in common between each time point or between the two switchgrass cultivars. Gene co-expression analysis revealed upregulated genes in Kanlow were associated with functions such as flavonoid, oxidation-response to chemical, or wax composition. Downregulated genes for the cultivar Summer were found in co-expression modules with gene functions related to plant defense mechanisms or cell wall composition. Global analysis of defense networks of the two cultivars uncovered differential mechanisms associated with resistance or susceptibility of switchgrass in response to YSA infestation. Several gene co-expression modules and transcription factors correlated with these differential defense responses. Overall, the YSA-resistant Kanlow plants have an enhanced defense even under aphid uninfested conditions.
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Affiliation(s)
- Lise Pingault
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
| | - Nathan A. Palmer
- Wheat, Sorghum, and Forage Research Unit, USDA-ARS, Lincoln, NE 68583, USA;
| | - Kyle G. Koch
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
| | - Tiffany Heng-Moss
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
| | - Jeffrey D. Bradshaw
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
| | - Javier Seravalli
- Redox Biology Center, Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE 68588, USA;
| | - Paul Twigg
- Biology Department, University of Nebraska-Kearney, Kearney, NE 68849, USA;
| | - Joe Louis
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE 68583, USA
- Correspondence: (J.L.); (G.S.); Tel.: +1-402-472-8098 (J.L.); +1-402-472-4204 (G.S.)
| | - Gautam Sarath
- Department of Entomology, University of Nebraska-Lincoln, Lincoln, NE 68583, USA; (L.P.); (K.G.K.); (T.H.-M.); (J.D.B.)
- Wheat, Sorghum, and Forage Research Unit, USDA-ARS, Lincoln, NE 68583, USA;
- Correspondence: (J.L.); (G.S.); Tel.: +1-402-472-8098 (J.L.); +1-402-472-4204 (G.S.)
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14
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Koch KG, Palmer NA, Donze-Reiner T, Scully ED, Seravalli J, Amundsen K, Twigg P, Louis J, Bradshaw JD, Heng-Moss TM, Sarath G. Aphid-Responsive Defense Networks in Hybrid Switchgrass. FRONTIERS IN PLANT SCIENCE 2020; 11:1145. [PMID: 32849703 PMCID: PMC7412557 DOI: 10.3389/fpls.2020.01145] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 07/14/2020] [Indexed: 05/30/2023]
Abstract
Aphid herbivory elicits plant defense-related networks that are influenced by host genetics. Plants of the upland switchgrass (Panicum virgatum) cultivar Summer can be a suitable host for greenbug aphids (Schizaphis graminum; GB), and yellow sugarcane aphids (Sipha flava, YSA), whereas the lowland cultivar Kanlow exhibited multi-species resistance that curtails aphid reproduction. However, stabilized hybrids of Summer (♀) x Kanlow (♂) (SxK) with improved agronomics can be damaged by both aphids. Here, hormone and metabolite analyses, coupled with RNA-Seq analysis of plant transcriptomes, were utilized to delineate defense networks induced by aphid feeding in SxK switchgrass and pinpoint plant transcription factors (TFs), such as WRKYs that potentially regulate these responses. Abscisic acid (ABA) levels were significantly higher in GB infested plants at 5 and 10 days after infestation (DAI). ABA levels were highest at 15DAI in YSA infested plants. Jasmonic acid levels were significantly elevated under GB infestation, while salicylic acid levels were signifi40cantly elevated only at 15 DAI in YSA infested plants. Similarly, levels of several metabolites were altered in common or specifically to each aphid. YSA infestation induced a significant enrichment of flavonoids consistent with an upregulation of many genes associated with flavonoid biosynthesis at 15DAI. Gene co-expression modules that responded singly to either aphid or in common to both aphids were differentiated and linked to specific TFs. Together, these data provide important clues into the interplay of metabolism and transcriptional remodeling accompanying defense responses to aphid herbivory in hybrid switchgrass.
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Affiliation(s)
- Kyle G. Koch
- Department of Entomology, University of Nebraska at Lincoln, Lincoln, NE, United States
| | - Nathan A. Palmer
- Wheat, Sorghum, and Forage Research Unit, USDA-ARS, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska at Lincoln, Lincoln, NE, United States
| | - Teresa Donze-Reiner
- Biology Department, West Chester University of Pennsylvania, West Chester, PA, United States
| | - Erin D. Scully
- Stored Product Insect and Engineering Research Unit, USDA-ARS, Manhattan, KS, United States
| | - Javier Seravalli
- Redox Biology Center, Department of Biochemistry, University of Nebraska at Lincoln, Lincoln, NE, United States
| | - Keenan Amundsen
- Department of Agronomy and Horticulture, University of Nebraska at Lincoln, Lincoln, NE, United States
| | - Paul Twigg
- Biology Department, University of Nebraska at Kearney, Kearney, NE, United States
| | - Joe Louis
- Department of Entomology, University of Nebraska at Lincoln, Lincoln, NE, United States
- Department of Biochemistry, University of Nebraska-Lincoln, Lincoln, NE, United States
| | - Jeffrey D. Bradshaw
- Department of Entomology, University of Nebraska at Lincoln, Lincoln, NE, United States
| | | | - Gautam Sarath
- Wheat, Sorghum, and Forage Research Unit, USDA-ARS, Lincoln, NE, United States
- Department of Agronomy and Horticulture, University of Nebraska at Lincoln, Lincoln, NE, United States
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