1
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Mishra S, Hu W, DiGennaro P. Root-Knot-Nematode-Encoded CEPs Increase Nitrogen Assimilation. Life (Basel) 2023; 13:2020. [PMID: 37895402 PMCID: PMC10608282 DOI: 10.3390/life13102020] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 09/25/2023] [Accepted: 10/02/2023] [Indexed: 10/29/2023] Open
Abstract
C-terminally encoded peptides (CEPs) are plant developmental signals that regulate growth and adaptive responses to nitrogen stress conditions. These small signal peptides are common to all vascular plants, and intriguingly have been characterized in some plant parasitic nematodes. Here, we sought to discover the breadth of root-knot nematode (RKN)-encoded CEP-like peptides and define the potential roles of these signals in the plant-nematode interaction, focusing on peptide activity altering plant root phenotypes and nitrogen uptake and assimilation. A comprehensive bioinformatic screen identified 61 CEP-like sequences encoded within the genomes of six root-knot nematode (RKN; Meloidogyne spp.) species. Exogenous application of an RKN CEP-like peptide altered A. thaliana and M. truncatula root phenotypes including reduced lateral root number in M. truncatula and inhibited primary root length in A. thaliana. To define the role of RKN CEP-like peptides, we applied exogenous RKN CEP and demonstrated increases in plant nitrogen uptake through the upregulation of nitrate transporter gene expression in roots and increased 15N/14N in nematode-formed root galls. Further, we also identified enhanced nematode metabolic processes following CEP application. These results support a model of parasite-induced changes in host metabolism and inform endogenous pathways to regulate plant nitrogen assimilation.
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Affiliation(s)
| | | | - Peter DiGennaro
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA; (S.M.); (W.H.)
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2
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Bogale M, Mishra S, Stacey K, Rooney L, Barreto P, Bishop G, Bossert K, Bremer K, Bustamante D, Chan L, Chau Q, Cordo J, Diaz A, Hacker J, Hadaegh L, Hibshman T, Lastra K, Lee F, Mattia A, Nguyen B, Overton G, Reis V, Rhodes D, Roeder E, Rush M, Salichs O, Seslija M, Stylianou N, Vemugunta V, Yun M, Auletta A, Leppla N, DiGennaro P. First Description of the Nuclear and Mitochondrial Genomes and Associated Host Preference of Trichopoda pennipes, a Parasitoid of Nezara viridula. Genes (Basel) 2023; 14:1172. [PMID: 37372352 DOI: 10.3390/genes14061172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 05/24/2023] [Accepted: 05/25/2023] [Indexed: 06/29/2023] Open
Abstract
Trichopoda pennipes is a tachinid parasitoid of several significant heteropteran agricultural pests, including the southern green stink bug, Nezara viridula, and leaf-footed bug, Leptoglossus phyllopus. To be used successfully as a biological control agent, the fly must selectively parasitize the target host species. Differences in the host preference of T. pennipes were assessed by assembling the nuclear and mitochondrial genomes of 38 flies reared from field-collected N. viridula and L. phyllopus. High-quality de novo draft genomes of T. pennipes were assembled using long-read sequencing. The assembly totaled 672 MB distributed among 561 contigs, having an N50 of 11.9 MB and a GC of 31.7%, with the longest contig at 28 MB. The genome was assessed for completeness using BUSCO in the Insecta dataset, resulting in a score of 99.4%, and 97.4% of the genes were single copy-loci. The mitochondrial genomes of the 38 T. pennipes flies were sequenced and compared to identify possible host-determined sibling species. The assembled circular genomes ranged from 15,345 bp to 16,390 bp and encode 22 tRNAs, two rRNAs, and 13 protein-coding genes (PCGs). There were no differences in the architecture of these genomes. Phylogenetic analyses using sequence information from 13 PCGs and the two rRNAs individually or as a combined dataset resolved the parasitoids into two distinct lineages: T. pennipes that parasitized both N. viridula and L. phyllopus, and others that parasitized only L. phyllopus.
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Affiliation(s)
- Mesfin Bogale
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Shova Mishra
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Kendall Stacey
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Lillie Rooney
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Paula Barreto
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Gina Bishop
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Katherine Bossert
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Kalista Bremer
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Daniel Bustamante
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Lila Chan
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Quan Chau
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Julian Cordo
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Alyssa Diaz
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Jordan Hacker
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Lily Hadaegh
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Taryn Hibshman
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Kimberly Lastra
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Fion Lee
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Alexandra Mattia
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Bao Nguyen
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Gretchen Overton
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Victoria Reis
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Daniel Rhodes
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Emily Roeder
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Muhamed Rush
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Oscar Salichs
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Mateo Seslija
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Nicholas Stylianou
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Vivek Vemugunta
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Min Yun
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Anthony Auletta
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Norman Leppla
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
| | - Peter DiGennaro
- Entomology and Nematology Department, University of Florida, Gainesville, FL 32611, USA
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Agarwal S, Curran ZC, Yu G, Mishra S, Baniya A, Bogale M, Hughes K, Salichs O, Zare A, Jiang Z, DiGennaro P. Plant Parasitic Nematode Identification in Complex Samples with Deep Learning. J Nematol 2023; 55:20230045. [PMID: 37849469 PMCID: PMC10578830 DOI: 10.2478/jofnem-2023-0045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Indexed: 10/19/2023] Open
Abstract
Plant parasitic nematodes are significant contributors to yield loss worldwide, causing devastating losses to every crop species, in every climate. Mitigating these losses requires swift and informed management strategies, centered on identification and quantification of field populations. Current plant parasitic nematode identification methods rely heavily on manual analyses of microscope images by a highly trained nematologist. This mode is not only expensive and time consuming, but often excludes the possibility of widely sharing and disseminating results to inform regional trends and potential emergent issues. This work presents a new public dataset containing annotated images of plant parasitic nematodes from heterologous soil extractions. This dataset serves to propagate new automated methodologies or speedier plant parasitic nematode identification using multiple deep learning object detection models and offers a path towards widely shared tools, results, and meta-analyses.
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Affiliation(s)
- Sahil Agarwal
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, Florida, 32611
| | - Zachary C. Curran
- Department of Computer & Information Science and Engineering, University of Florida, Gainesville, Florida32611
| | - Guohao Yu
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, Florida, 32611
| | - Shova Mishra
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
| | - Anil Baniya
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
| | - Mesfin Bogale
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
| | - Kody Hughes
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
| | - Oscar Salichs
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
| | - Alina Zare
- Department of Electrical & Computer Engineering, University of Florida, Gainesville, Florida, 32611
| | - Zhe Jiang
- Department of Computer & Information Science and Engineering, University of Florida, Gainesville, Florida32611
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, Florida32611
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Mishra S, Salichs O, DiGennaro P. Temporally Regulated Plant-Nematode Gene Networks Implicate Metabolic Pathways. Mol Plant Microbe Interact 2022; 35:616-626. [PMID: 35343249 DOI: 10.1094/mpmi-10-21-0256-fi] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Root-knot nematodes (RKN) (Meloidogyne spp.) constantly communicate with their host to establish and maintain specialized feeding cells. They likely regulate this interaction by monitoring host biology. As plant host biology is influenced by light and gene expression varies correspondingly, RKN gene transcription and biology likely follow similar patterns. We profiled RKN transcripts over a period of 24 h and identified approximately 1,000 differentially expressed genes (DEG) in nematode and model host Medicago truncatula, with the majority of DEG occurring in the middle of the dark period. Many of the plant DEG are involved in defense-response pathways, while the nematode DEG are involved in establishing infection, suggesting a strong host-nematode interaction occurring during the dark. To identify interacting genes, we developed a plant-nematode gene network based on DEG signals. The phenylpropanoid pathway was identified as a significant plant-nematode interacting pathway, representing four of 33 genes in the network. We further examined if this pathway interacts similarly in another host, tomato, by quantifying phenolic and flavonoid compounds produced by this pathway. Phenolic compounds showed a significant increase in production during the day in uninoculated plants as compared with during the night. However, during the dark period, there was an increase in flavonoid content in infected plants when compared with uninfected controls, indicating potential host defense mechanisms active during the height of nematode activity at night. This study elucidated cross-species interacting pathways that could be targeted to develop novel management strategies to these important pests.[Formula: see text] Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.
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Affiliation(s)
- Shova Mishra
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, U.S.A
| | - Oscar Salichs
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, U.S.A
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, U.S.A
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Regmi H, Abdelsamad N, DiGennaro P, Desaeger J. Potential of nicotinamide adenine dinucleotide (NAD) for management of root-knot nematode in tomato. J Nematol 2021; 53:e2021-94. [PMID: 34790900 PMCID: PMC8588725 DOI: 10.21307/jofnem-2021-094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Indexed: 11/21/2022] Open
Abstract
Nicotinamide adenine dinucleotide (NAD) has been shown to induce plant defense responses to different plant pathogens, including reducing northern root-knot nematode, Meloidogyne hapla, penetration and increasing plant mass in tomato. We wanted to further evaluate NAD that are effective against the more economically important species, M. incognita and whether NAD treatments of tomato seedlings in transplant trays can protect plants in the field. Different NAD concentrations (1 mM, 0.1 mM and 0.01 mM) and three application timings (pre; post; pre and post inoculation) were evaluated in growth room and greenhouse trials. The highest tested NAD concentration (1 mM) suppressed second-stage juveniles (J2) infection for all three application methods. Root gall ratings at 30 days after inoculation (DAI) were also suppressed by 1 mM NAD compared to the other two concentrations, and egg mass number was significantly suppressed for all concentrations and application timings compared to the non-treated control. The rate of 1 mM NAD for all three application timings also improved plant growth at 30 DAI. Long-term effects of 1 mM NAD (pre, pre + post, or post applications) on nematode infection, growth and yield of tomato were evaluated in two additional experiments. All NAD applications suppressed root galls after 60 days, but only the pre + post 1 mM NAD application suppressed gall severity at 105 days, as well as suppressed egg counts by 50% at 60 DAT. No significant difference in plant biomass and fruit yield after 105 days was observed among the treatments. Two field trials were conducted in spring and fall 2020 using tomato seedlings (cv. HM 1823) treated with two different NAD concentrations (1 mM and 5 mM in spring; 5 mM and 10 mM in fall) and transplanting seedlings in fumigated (chloropicrin ± 1,3-dichloropropene) and non-fumigated plastic-mulch beds. No significant impact of NAD in terms of reducing RKN severity or overall tomato growth and production was seen in fumigated beds, but in non-fumigated beds 5 mM NAD slightly increased early fruit yield in spring, and 10 mM NAD reduced root-knot soil populations in fall.
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Affiliation(s)
- Homan Regmi
- Entomology and Nematology Department, University of Florida, Gulf Coast Research and Education Center (GCREC), Wimauma, FL, 33598
| | - Noor Abdelsamad
- United States Department of Agriculture-Agriculture Research Services (USDA-ARS), San Joaquin Valley Agricultural Sciences Center, Parlier, CA, 93648
| | - Peter DiGennaro
- Entomology and Nematology Department, University of Florida, Gainesville, FL, 32608
| | - Johan Desaeger
- Entomology and Nematology Department, University of Florida, Gulf Coast Research and Education Center (GCREC), Wimauma, FL, 33598
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Baniya A, DiGennaro P. Genome announcement of Steinernema khuongi and its associated symbiont from Florida. G3 (Bethesda) 2021; 11:6149128. [PMID: 33624756 PMCID: PMC8049438 DOI: 10.1093/g3journal/jkab053] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 02/03/2021] [Indexed: 01/15/2023]
Abstract
Citrus root weevil (Diaprepes abbreviates) causes significant yield loss in citrus, especially in Florida. A promising source of control for this pest is biological control agents, namely, native entomopathogenic nematodes (EPNs) within the genus Steinernema. Two species of endemic EPN in Florida are S. diaparepesi, abundant within the central ridge, and S. khuongi, dominating the flatwood regions of the state. These citrus-growing regions differ significantly in their soil habitats, which impacts the potential success of biological control measures. Although the genome sequence of S. diaprepesi is currently available, the genome sequence of S. khuongi and identity of the symbiotic bacteria is still unknown. Understanding the genomic differences between these two nematodes and their favored habitats can inform successful biological control practices. Here, MiSeq libraries were used to simultaneously sequence and assemble the draft genome of S. khuongi and its associated symbionts. The final draft genome for S. khuongi has 8,794 contigs with a total length of ∼82 Mb, a largest contig of 428,226 bp, and N50 of 46 kb; its BUSCO scores indicate that it is > 86% complete. An associated bacterial genome was assembled with a total length of ∼3.5 Mb, a largest contig at 116,532 bp, and N50 of 17,487 bp. The bacterial genome encoded 3,721 genes, similar to other Xenorhabdus genomes. Comparative genomics identified the symbiotic bacteria of S. khuongi as Xenorhabdus poinarii. These new draft genomes of a host and symbiont can be used as a valuable tool for comparative genomics with other EPNs and its symbionts to understand host range and habitat suitability.
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Affiliation(s)
- Anil Baniya
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, USA
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, USA
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7
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Bogale M, Tadesse B, Nuaima RH, Honermeier B, Hallmann J, DiGennaro P. Morphometric and Molecular Diversity among Seven European Isolates of Pratylenchus penetrans. Plants (Basel) 2021; 10:plants10040674. [PMID: 33807482 PMCID: PMC8066575 DOI: 10.3390/plants10040674] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 03/25/2021] [Accepted: 03/25/2021] [Indexed: 11/16/2022]
Abstract
Pratylenchus penetrans is an economically important root-lesion nematode species that affects agronomic and ornamental plants. Understanding its diversity is of paramount importance to develop effective control and management strategies. This study aimed to characterize the morphological and genetic diversity among seven European isolates. An isolate from the USA was included in the molecular analyses for comparative purposes. Morphometrics of the European P. penetrans isolates generally were within the range of the original descriptions for this species. However, multiple morphometric characteristics, including body length, maximum body width, tail length and length of the post-vulval uterine sac showed discrepancies when compared to other populations. Nucleotide sequence-based analyses revealed a high level of intraspecific diversity among the isolates. We observed no correlation between D2-D3 rDNA- and COXI-based phylogenetic similarities and geographic origin. Our phylogenetic analyses including selected GenBank sequences also suggest that the controversy surrounding the distinction between P. penetrans and P. fallax remains.
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Affiliation(s)
- Mesfin Bogale
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, USA;
| | - Betre Tadesse
- Justus Liebig University, Schubertstraße 81, 35392 Gießen, Germany; (B.T.); (B.H.); (J.H.)
| | - Rasha Haj Nuaima
- Julius Kühn-Institut, Federal Research Centre for Cultivated Plants, Institute for Epidemiology and Pathogen Diagnostics, Toppheideweg 88, 48161 Münster, Germany;
| | - Bernd Honermeier
- Justus Liebig University, Schubertstraße 81, 35392 Gießen, Germany; (B.T.); (B.H.); (J.H.)
| | - Johannes Hallmann
- Justus Liebig University, Schubertstraße 81, 35392 Gießen, Germany; (B.T.); (B.H.); (J.H.)
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, FL 32611, USA;
- Correspondence:
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Seal DR, Baniya AB, Dyrdahl-Young R, Hochmuth RC, Leppla NC, Fenneman DK, Broughton RDT, DiGennaro P. Wireworm (Coleoptera: Elateridae) Species Composition and Management in Sweet Potato Grown in North Florida Using Chemical Insecticides and Entomopathogenic Nematodes. Environ Entomol 2020; 49:1415-1426. [PMID: 33315075 DOI: 10.1093/ee/nvaa113] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Indexed: 06/12/2023]
Abstract
Wireworms are immature stages of click beetles (Coleoptera: Elateridae) and are considered a serious threat to sweet potato production in the southern United States. The major wireworm species collected in North Florida sweet potato fields in 2017 and 2018 were Conoderus scissus, C. rudis, C. amplicollis, and C. falli. These species vary in their behavior and biology. During a 2-yr study period, we conducted two insecticide field trials using eleven insecticides belonging to organophosphates, neonicotinoids, pyrethroids, and botanical classes, and three field trials using entomopathogenic nematode (EPN) species to control wireworms. In 2017, all insecticide treatments significantly reduced new feeding holes and total holes (old + new + other) as compared to the untreated control. In 2018, the result was similar with a few variations. In both years, all insecticides showed a percentage reduction in wireworm damage holes (2017: 34.88-96.19%; 2018: 12.38-97.02%) with the highest by Regent. In the EPN field study, one application of EPN near planting significantly reduced soil insects. In a laboratory study conducted at the Tropical Research and Education Center, UF-IFAS, chlorpyrifos caused higher percentage mortality of C. rudis (55.5%) than C. scissus (22.2%). At the present experiment rates, none of the insecticides caused the mortality of C. amplicollis. Heterorhabditids strain 'FL-2122' was more susceptible to chlorpyrifos than other strains of EPN.
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Affiliation(s)
- Dakshina R Seal
- Tropical Research and Education Center, University of Florida-Institute of Food and Agricultural Sciences (UF-IFAS), Homestead, FL
| | - Anil B Baniya
- Entomology and Nematology Department, UF-IFAS, Gainesville, FL
| | | | - Robert C Hochmuth
- North Florida Research and Education Center-Suwannee Valley, UF-IFAS, Live Oak, FL
| | - Norman C Leppla
- Entomology and Nematology Department, UF-IFAS, Gainesville, FL
| | | | - Rhoda De T Broughton
- North Florida Research and Education Center-Suwannee Valley, UF-IFAS, Live Oak, FL
| | - Peter DiGennaro
- Entomology and Nematology Department, UF-IFAS, Gainesville, FL
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Abstract
Summary
Nematode parasitism is a yield limiting factor in many cropping systems, including potato production, which can translate into substantial economic losses. These impacted financial returns are simply calculated by subtracting the cost of production from total revenue (yield times the price per yield of potatoes). The production costs can include, but are not limited to, chemical and biological control agents. To assess economic returns associated with different nematode management strategies, we evaluated complete cost estimations for a representative commercial potato farm in central Michigan, USA. Economic returns were calculated using stochastic parameters for two biological control agents (MeloCon and Majestene), six chemical controls (Mocap, Movento, Nimitz, Velum and Vydate), and two soil amendments (poultry and dairy manure). Evaluated costs included stochastic estimations for price per unit weight of potatoes, fuel, labour and production land rent. Yield data from three field trials were used to create empirical distributions. Using yield data and stochastic cost estimations, we generated 500 simulations of net returns per treatment. The top three average returns were obtained from the use of Mocap, Nimitz and poultry manure. Velum, Movento, dairy manure and Vydate also gave returns significantly higher than no treatment at all; however, the biological nematicide, Majestene, showed negative returns. This simple financial model is a crucial layer of analysis on the performance of nematicides that can be adapted to advise growers through Agricultural Extension activities and needs to include the evaluation of biological control agents.
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Affiliation(s)
- Ruhiyyih Dyrdahl-Young
- 1University of Florida, Department of Entomology and Nematology, Gainesville, FL 32611, USA
| | - Emilie Cole
- 2Michigan State University, Department of Entomology, East Lansing, MI 48824, USA
| | | | - Richard Weldon
- 3University of Florida, Food and Resource Economics Department, Gainesville, FL 32611, USA
| | - Peter DiGennaro
- 1University of Florida, Department of Entomology and Nematology, Gainesville, FL 32611, USA
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Abstract
Entomopathogenic nematodes within the genus Steinernema are used as biological control agents against significant agricultural pests. Steinernema diaprepesi is native to Florida and very effective in controlling citrus root weevil, a devastating pest of citrus, ornamental plants, and vegetables. Here, we present the draft genome of Steinernema diaprepesi, which is a valuable tool for understanding the efficacy of this nematode as a biological control agent.
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Affiliation(s)
- Anil Baniya
- Department of Entomology and Nematology, University of Florida , Gainesville FL, 32611
| | - Jose C Huguet-Tapia
- Department of Entomology and Nematology, University of Florida , Gainesville FL, 32611
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida , Gainesville FL, 32611
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11
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Abstract
Root-knot nematodes (RKN; Meloidogyne spp.) are obligate plant parasites that require constant communication with their host to establish and maintain specialized feeding cells. The intimacy of this interaction likely requires constant monitoring of host biology and behavior. As plant processes follow tightly regulated circadian and diurnal patterns, RKN may use similar cues to regulate aspects of this symbiosis. We interrogated RKN biology within the context of host diurnal rhythms throughout nematode development. At 24-hr post-inoculation, RKN penetrated host roots significantly more when inoculated during the night compared to the day. We excluded the possibility that this phenomenon is due to nematode perception of light penetrating the soil, as an identical phenomenon is observed under inverted light conditions. Additionally, when plants were allowed to equilibrate and adjust their light-driven clock under constant light conditions, the temporal variation in nematode penetration was abolished. This phenomenon is not present during earlier nematode developmental stages as egg hatch and infective juvenile mobility did not follow rhythmic patterns and are not affected by light. Taken together, it appears nematode host seeking and penetration are at least partially influenced by daily changes in plant root signaling and light does not have a direct effect on RKN developmental stages. Understanding the role and origin of circadian and diurnal rhythms in the plant–nematode interaction underscores the importance of exploiting basal plant biology to develop novel control methods for these pathogens.
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Affiliation(s)
- Shova Mishra
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, 32611
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, FL, 32611
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12
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Dyrdahl-Young R, Hu W, DiGennaro P. Temporal expression patterns of Pasteuria spp. sporulation genes. J Nematol 2019; 51:e2019-39. [PMID: 34179813 PMCID: PMC6916136 DOI: 10.21307/jofnem-2019-039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Indexed: 11/11/2022] Open
Abstract
Endospore-forming bacterium in the genus Pasteuria spp. infect multiple agriculturally significant plant parasitic nematodes and has potential as a potent biological control. Success as a biological control requires not only spore attachment to the cuticle, but sporulation and reproduction within the nematode host. Tracking and identifying Pasteuria spp. development is then critical to demonstrating efficacy as a biocontrol. Microscopic observations suggest Pasteuria spp. follows the model bacterium, Bacillus subtilis, sporulation. Here, we identified B. subtilis homologs of sporulation regulators in Pasteuria spp. and characterized the temporal expression of these genes throughout the bacterium's ∼30-d lifecycle in Meloidogyne arenaria as a means of tracking sporulation development. Detectable levels of transcripts of Spo0F were present as early as 5 d after the nematodes were exposes to Pasteuria spp. and were relatively constant throughout the 30-d lifecycle. Transcripts to Sigma-F were significantly higher in the middle of the lifecycle, while the transcripts of Sigma-G were detectable between 15 and 25 d, nearing the end of the lifecycle. These three markers can be used to track the process of sporulation in the nematode and augment microscopic observations. Tracking sporulation of Pasteuria spp. is important to fully realize its potential as a biological control method as it can more readily identify successful parasitism, define host ranges, and inform in vitro growth progress.
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Affiliation(s)
| | - Weiming Hu
- Department of Entomology and Nematology, University of Florida, Gainesville, FL32611
| | - Peter DiGennaro
- Department of Entomology and Nematology, University of Florida, Gainesville, FL32611
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Abdelsamad N, Regmi H, Desaeger J, DiGennaro P. Nicotinamide adenine dinucleotide induced resistance against root-knot nematode Meloidogyne hapla is based on increased tomato basal defense. J Nematol 2019; 51:1-10. [PMID: 31088034 PMCID: PMC6930958 DOI: 10.21307/jofnem-2019-022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2018] [Indexed: 11/11/2022] Open
Abstract
Root-knot nematodes (RKN; Meloidogyne spp.) are among the most damaging pests to tomato production in the USA and worldwide, with yield losses ranging from 25 to 100%. Host resistance conferred by the Mi gene in tomato is effective against some species of RKN (e.g. M. incognita, M. javanica, and M. arenaria); however, there are virulent species and lines including M. hapla and M. eterolobii that break Mi-mediated resistance. Plant innate immunity is another possible form of defense against pathogen attack and is known to be induced by chemical elicitors. Nicotinamide adenine dinucleotide (NAD) is one such chemical elicitor that regulates plant defense responses to multiple biotic stresses. In this study, we investigated the role of NAD in the context of induced tomato innate immunity and RKN pathogenicity in two tomato cultivars; VFN and Rutgers, with and without Mi, respectively. Single soil drench application of NAD 24 hr before nematode inoculation significantly induced defense response pathways, reduced infective-juveniles penetration, number of galls, and increased plant mass in both cultivars. Importantly, we observed no direct toxic effects of NAD on nematode viability and infectivity. The results presented here suggest that NAD induces resistance against RKN pathogenicity likely through the accumulation of tomato basal defense responses rather than the direct effect on the infective-juveniles behavior.
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Affiliation(s)
- Noor Abdelsamad
- Department of Entomology and Nematology, College of Agriculture and Animal Science, University of Florida , Gainesville
| | - H Regmi
- Department of Entomology and Nematology, College of Agriculture and Animal Science, University of Florida , Gainesville ; Gulf Coast Research and Education Center, University of Florida , Wimauma
| | - J Desaeger
- Gulf Coast Research and Education Center, University of Florida , Wimauma
| | - P DiGennaro
- Department of Entomology and Nematology, College of Agriculture and Animal Science, University of Florida , Gainesville
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DiGennaro P, Grienenberger E, Dao TQ, Jun J, Fletcher JC. Peptide signaling molecules CLE5 and CLE6 affect Arabidopsis leaf shape downstream of leaf patterning transcription factors and auxin. Plant Direct 2018; 2:e00103. [PMID: 31245702 PMCID: PMC6508849 DOI: 10.1002/pld3.103] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 11/20/2018] [Accepted: 11/23/2018] [Indexed: 05/18/2023]
Abstract
Intercellular signaling mediated by small peptides is critical to coordinate organ formation in animals, but whether extracellular polypeptides play similar roles in plants is unknown. Here we describe a role in Arabidopsis leaf development for two members of the CLAVATA3/ESR-RELATED peptide family, CLE5 and CLE6, which lie adjacent to each other on chromosome 2. Uniquely among the CLE genes, CLE5 and CLE6 are expressed specifically at the base of developing leaves and floral organs, adjacent to the boundary with the shoot apical meristem. During vegetative development CLE5 and CLE6 transcription is regulated by the leaf patterning transcription factors BLADE-ON-PETIOLE1 (BOP1) and ASYMMETRIC LEAVES2 (AS2), as well as by the WUSCHEL-RELATED HOMEOBOX (WOX) transcription factors WOX1 and PRESSED FLOWER (PRS). Moreover, CLE5 and CLE6 transcript levels are differentially regulated in various genetic backgrounds by the phytohormone auxin. Analysis of loss-of-function mutations generated by genome engineering reveals that CLE5 and CLE6 independently and together have subtle effects on rosette leaf shape. Our study indicates that the CLE5 and CLE6 peptides function downstream of leaf patterning factors and phytohormones to modulate the final leaf morphology.
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Affiliation(s)
- Peter DiGennaro
- Plant Gene Expression CenterUSDA‐ARS/UC BerkeleyAlbanyCalifornia
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCalifornia
- Present address:
Department of Entomology and NematologyUniversity of FloridaGainesvilleFlorida
| | - Etienne Grienenberger
- Plant Gene Expression CenterUSDA‐ARS/UC BerkeleyAlbanyCalifornia
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCalifornia
- Present address:
Centre National de la Recherche Scientifique (CNRS)Institute of Plant Molecular BiologyUniversity of StrasbourgStrasbourgFrance
| | - Thai Q. Dao
- Plant Gene Expression CenterUSDA‐ARS/UC BerkeleyAlbanyCalifornia
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCalifornia
| | - Ji Hyung Jun
- Plant Gene Expression CenterUSDA‐ARS/UC BerkeleyAlbanyCalifornia
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCalifornia
- Present address:
BioDiscovery Institute and Department of Biological SciencesUniversity of North TexasDentonTexas
| | - Jennifer C. Fletcher
- Plant Gene Expression CenterUSDA‐ARS/UC BerkeleyAlbanyCalifornia
- Department of Plant and Microbial BiologyUniversity of CaliforniaBerkeleyCalifornia
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Guo Y, Fudali S, Gimeno J, DiGennaro P, Chang S, Williamson VM, Bird DM, Nielsen DM. Networks Underpinning Symbiosis Revealed Through Cross-Species eQTL Mapping. Genetics 2017; 206:2175-2184. [PMID: 28642272 PMCID: PMC5560814 DOI: 10.1534/genetics.117.202531] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2017] [Accepted: 06/09/2017] [Indexed: 12/13/2022] Open
Abstract
Organisms engage in extensive cross-species molecular dialog, yet the underlying molecular actors are known for only a few interactions. Many techniques have been designed to uncover genes involved in signaling between organisms. Typically, these focus on only one of the partners. We developed an expression quantitative trait locus (eQTL) mapping-based approach to identify cause-and-effect relationships between genes from two partners engaged in an interspecific interaction. We demonstrated the approach by assaying expression of 98 isogenic plants (Medicago truncatula), each inoculated with a genetically distinct line of the diploid parasitic nematode Meloidogyne hapla With this design, systematic differences in gene expression across host plants could be mapped to genetic polymorphisms of their infecting parasites. The effects of parasite genotypes on plant gene expression were often substantial, with up to 90-fold (P = 3.2 × 10-52) changes in expression levels caused by individual parasite loci. Mapped loci included a number of pleiotropic sites, including one 87-kb parasite locus that modulated expression of >60 host genes. The 213 host genes identified were substantially enriched for transcription factors. We distilled higher-order connections between polymorphisms and genes from both species via network inference. To replicate our results and test whether effects were conserved across a broader host range, we performed a confirmatory experiment using M. hapla-infected tomato. This revealed that homologous genes were similarly affected. Finally, to validate the broader utility of cross-species eQTL mapping, we applied the strategy to data from a Salmonella infection study, successfully identifying polymorphisms in the human genome affecting bacterial expression.
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Affiliation(s)
- Yuelong Guo
- Bioinformatics Research Center, North Carolina State University, Raleigh, North Carolina 27695
| | - Sylwia Fudali
- Department of Plant Pathology, University of California, Davis, California 95616
| | - Jacinta Gimeno
- Department of Plant Pathology, University of California, Davis, California 95616
| | - Peter DiGennaro
- Department of Plant Pathology, North Carolina State University, Raleigh, North Carolina 27695
| | - Stella Chang
- Department of Plant Pathology, North Carolina State University, Raleigh, North Carolina 27695
| | - Valerie M Williamson
- Department of Plant Pathology, University of California, Davis, California 95616
| | - David McK Bird
- Department of Plant Pathology, North Carolina State University, Raleigh, North Carolina 27695
| | - Dahlia M Nielsen
- Bioinformatics Research Center, North Carolina State University, Raleigh, North Carolina 27695
- Department of Biological Sciences, North Carolina State University, Raleigh, North Carolina 27695
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Bobay BG, DiGennaro P, Scholl E, Imin N, Djordjevic MA, Mck Bird D. Solution NMR studies of the plant peptide hormone CEP inform function. FEBS Lett 2013; 587:3979-85. [PMID: 24211833 DOI: 10.1016/j.febslet.2013.10.033] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2013] [Revised: 10/14/2013] [Accepted: 10/24/2013] [Indexed: 10/26/2022]
Abstract
The C-terminally Encoded Peptide (CEP) family of regulatory peptides controls root development in vascular plants. Here, we present the first NMR structures of CEP. We show that root-knot nematode (RKN: Meloidogyne spp.) also encodes CEP, presumably to mimic plant CEP as part of their stereotypic, parasitic interaction with vascular plants. Molecular dynamics simulations of plant- and nematode-encoded CEP displaying known posttranslational modifications (PTM) provided insight into the structural effects of PTM and the conformational plasticity and rigidity of CEP. Potential mechanisms of action are discussed with respect to the structure and sampling of conformational space.
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Affiliation(s)
- Benjamin G Bobay
- Department of Molecular and Structural Biochemistry, NC State University, Raleigh, NC 27695, United States
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