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Mosquera-Yuqui F, Ramos-Lopez D, Hu X, Yang Y, Mendoza JL, Asare E, Habiger J, Hurtado-Gonzales OP, Espindola AS. A comparative template-switching cDNA approach for HTS-based multiplex detection of three viruses and one viroid commonly found in apple trees. Sci Rep 2025; 15:1657. [PMID: 39794400 PMCID: PMC11724120 DOI: 10.1038/s41598-025-86065-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2024] [Accepted: 01/08/2025] [Indexed: 01/13/2025] Open
Abstract
Exclusion is a keystone of integrated pest management to prevent the introduction of pathogens. U.S. plant quarantine programs employ PCR and high-throughput sequencing (HTS) to test imported plants for viruses and viroids of concern. Achieving a low limit of detection in any HTS protocol could be challenging. Following a template-switching cDNA amplification protocol, seven cDNA synthesis treatments were used to test simultaneously the relative abundance and coverage of the three most commonly latent RNA viruses found in apples: apple chlorotic leaf spot virus, apple stem grooving virus, and apple stem pitting virus, as well as the viroid apple hammerhead viroid. Amplified double-stranded cDNAs were subjected to library preparation using Nanopore SQK-DCS109 and Illumina Nextera XT, and sequenced with MinION and NextSeq2000, respectively. Treatments with oligo d(T)23-VN or its combination with random hexamers yielded the highest relative reads for viruses, while treatments containing the reverse primer pool produced more relative reads for AHVd. These treatments and random hexamers also generated the highest genome coverages, which were typically similar in both HTS workflows. However, relative abundances of viruses determined with SQK-DCS109 were up to 2.22-fold higher compared to Nextera XT. In contrast, Nextera XT yielded viroid reads 3.30-fold higher than SQK-DCS109. A framework of considerations for expanding this sensitive approach to other targets and crops is discussed.
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Affiliation(s)
- Francisco Mosquera-Yuqui
- Institute for Biosecurity and Microbial Forensics (IBMF), Oklahoma State University, Stillwater, OK, USA
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK, USA
| | - Daniel Ramos-Lopez
- Institute for Biosecurity and Microbial Forensics (IBMF), Oklahoma State University, Stillwater, OK, USA
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK, USA
| | - Xiaojun Hu
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), United States, Beltsville, MD, USA
| | - Yu Yang
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), United States, Beltsville, MD, USA
| | - Joshua L Mendoza
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), United States, Beltsville, MD, USA
| | - Emmanuel Asare
- Department of Statistics, Oklahoma State University, Stillwater, OK, USA
| | - Joshua Habiger
- Department of Statistics, Oklahoma State University, Stillwater, OK, USA
| | - Oscar P Hurtado-Gonzales
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), United States, Beltsville, MD, USA
| | - Andres S Espindola
- Institute for Biosecurity and Microbial Forensics (IBMF), Oklahoma State University, Stillwater, OK, USA.
- Department of Entomology and Plant Pathology, Oklahoma State University, Stillwater, OK, USA.
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Wunsch AO, Miranda Sazo M, van Zoeren J, Lamour KH, Hurtado-Gonzales OP, Khan A, Fuchs M. Investigating the Role of Viruses in the Rapid Decline of Young Apple Trees in High-Density Orchards in New York. PLANTS (BASEL, SWITZERLAND) 2024; 13:2866. [PMID: 39458812 PMCID: PMC11511006 DOI: 10.3390/plants13202866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/28/2024] [Accepted: 10/08/2024] [Indexed: 10/28/2024]
Abstract
A sudden, unexplained decline and collapse of young apple trees on dwarfing and semi-dwarfing rootstocks has been reported across North America over the past decade. Although viruses have been detected in declining trees, no information is available on their potential causal role in the decline phenomenon. To this end, virus-inoculated apple trees were established in a high-density experimental orchard and monitored over five years. Tree decline was observed in year 4 (2022), resulting in 17% mortality, with declining trees exhibiting marked vascular tissue necrosis. However, none of the eight viruses and one viroid detected in the experimental orchard was significantly more prevalent in declining trees. Extreme temperature fluctuations in January 2022, followed by a severe water deficit in summer 2022, were recorded at the experimental orchard. Similar but distinct observations were made in a nearby commercial orchard with foliar nutrient imbalances documented in trees exhibiting symptoms of rapid decline. Together, our findings suggest that viruses are not primarily responsible for the rapid decline phenomenon and highlight the need for future work to investigate the roles of tree physiology and water stress in tree decline, as well as the potential efficacy of horticultural mitigation practices.
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Affiliation(s)
- Anna O. Wunsch
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (A.K.); (M.F.)
| | - Mario Miranda Sazo
- Cornell Cooperative Extension Lake Ontario Fruit Program, Albion, NY 14411, USA; (M.M.S.); (J.v.Z.)
| | - Janet van Zoeren
- Cornell Cooperative Extension Lake Ontario Fruit Program, Albion, NY 14411, USA; (M.M.S.); (J.v.Z.)
| | - Kurt H. Lamour
- Department of Entomology and Plant Pathology, University of Tennessee, Knoxville, TN 37996, USA;
| | | | - Awais Khan
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (A.K.); (M.F.)
| | - Marc Fuchs
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (A.K.); (M.F.)
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Nunes-Leite L, Liefting LW, Waite DW, Khan S, Thompson JR. High-Throughput Sequencing Methods for the Detection of Two Strawberry Viruses in Post-Entry Quarantine. Viruses 2024; 16:1550. [PMID: 39459884 PMCID: PMC11512301 DOI: 10.3390/v16101550] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 08/19/2024] [Accepted: 09/29/2024] [Indexed: 10/28/2024] Open
Abstract
High-throughput sequencing (HTS) technologies may be a useful tool for testing imported plant germplasm for multiple pathogens present in a sample, offering strain-generic detection not offered by most PCR-based assays. Metatranscriptomics (RNAseq) and tiled amplicon PCR (TA-PCR) were tested as HTS-based techniques to detect viruses present in low titres. Strawberry mottle virus (SMoV), an RNA virus, and strawberry vein banding virus (SVBV), a DNA virus, were selected for comparison of RNAseq and TA-PCR with quantitative PCR assays. RNAseq of plant ribosomal RNA-depleted samples of low viral titre was used to obtain datasets from 3 M to 120 M paired-end (PE) reads. RNAseq demonstrated PCR-like sensitivity, able to detect as few as 10 viral copies/µL when 60 million (M) PE reads were generated. The custom TA-PCR primer panels designed for each virus were successfully used to recover most of the reference genomes for each virus. Single- and multiple-target TA-PCR allowed the detection of viruses in samples with around 10 viral copies/µL with a minimum continuous sequence length recovery of 500 bp. The limit of detection of the HTS-based protocols described here is comparable to that of quantitative PCR assays. This work lays the groundwork for an increased flexibility in HTS detection of plant viruses.
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Affiliation(s)
- Luciano Nunes-Leite
- Plant Health and Environment Laboratory, Ministry for Primary Industries, P.O. Box 2095, Auckland 1140, New Zealand; (D.W.W.); (S.K.)
| | - Lia W. Liefting
- Plant Health and Environment Laboratory, Ministry for Primary Industries, P.O. Box 2095, Auckland 1140, New Zealand; (D.W.W.); (S.K.)
| | | | | | - Jeremy R. Thompson
- Plant Health and Environment Laboratory, Ministry for Primary Industries, P.O. Box 2095, Auckland 1140, New Zealand; (D.W.W.); (S.K.)
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Zhai Y, Gnanasekaran P, Pappu HR. Development of a CRISPR/SHERLOCK-Based Method for Rapid and Sensitive Detection of Selected Pospiviroids. Viruses 2024; 16:1079. [PMID: 39066241 PMCID: PMC11281484 DOI: 10.3390/v16071079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Revised: 06/04/2024] [Accepted: 06/04/2024] [Indexed: 07/28/2024] Open
Abstract
Pospiviroids infect a wide range of plant species, and many pospiviroids can be transmitted to potato and tomato. Pospiviroids continue to be a major production constraint as well as of quarantine concern for the movement of germplasm, and are regulated in several countries/regions. The USDA APHIS issued a federal order requiring all imported tomato and pepper seeds be certified free of six pospiviroids of quarantine significance. The six pospiviroids of quarantine interest include CLVd, PCFVd, PSTVd, TASVd, TCDVd, TPMVd. Currently, those six viroids are detected by real-time RT-PCR. CRISPR/Cas-based genome editing has been increasingly used for virus detection in the past five years. We used a rapid Cas13-based Specific High-sensitivity Enzymatic Reporter unLOCKing (SHERLOCK) platform for pospiviroid detection, determined the limits of detection and specificity of CRISPR-Cas13a assays. This platform combines recombinase polymerase amplification (RPA) with CRISPR and CRISPR-associated (CRISPR-Cas) RNA-guided endoribonuclease that is rapid and does not require expensive equipment, and can be adapted for on-site detection.
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Affiliation(s)
- Ying Zhai
- Department of Plant Pathology, Washington State University, Pullman, WA 99164, USA
- San Joaquin Valley Agricultural Sciences Center, USDA-ARS, Parlier, CA 93648, USA
| | - Prabu Gnanasekaran
- Department of Plant Pathology, Washington State University, Pullman, WA 99164, USA
| | - Hanu R. Pappu
- Department of Plant Pathology, Washington State University, Pullman, WA 99164, USA
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Bettoni JC, Wang MR, Li JW, Fan X, Fazio G, Hurtado-Gonzales OP, Volk GM, Wang QC. Application of Biotechniques for In Vitro Virus and Viroid Elimination in Pome Fruit Crops. PHYTOPATHOLOGY 2024; 114:930-954. [PMID: 38408117 DOI: 10.1094/phyto-07-23-0232-kc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Sustainable production of pome fruit crops is dependent upon having virus-free planting materials. The production and distribution of plants derived from virus- and viroid-negative sources is necessary not only to control pome fruit viral diseases but also for sustainable breeding activities, as well as the safe movement of plant materials across borders. With variable success rates, different in vitro-based techniques, including shoot tip culture, micrografting, thermotherapy, chemotherapy, and shoot tip cryotherapy, have been employed to eliminate viruses from pome fruits. Higher pathogen eradication efficiencies have been achieved by combining two or more of these techniques. An accurate diagnosis that confirms complete viral elimination is crucial for developing effective management strategies. In recent years, considerable efforts have resulted in new reliable and efficient virus detection methods. This comprehensive review documents the development and recent advances in biotechnological methods that produce healthy pome fruit plants. [Formula: see text] Copyright © 2024 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)
- Jean Carlos Bettoni
- Independent Researcher, 35 Brasil Correia Street, Videira, SC 89560510, Brazil
| | - Min-Rui Wang
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Danzhou 571737, China
| | - Jing-Wei Li
- Institute of Vegetable Industry Technology Research, Guizhou University, Guiyang 550025, China
| | - Xudong Fan
- National Center for Eliminating Viruses from Deciduous Fruit Trees, Institute of Pomology of CAAS, Xingcheng 125100, China
| | - Gennaro Fazio
- U.S. Department of Agriculture-Agricultural Research Service Plant Genetic Resources Unit, Geneva, NY 14456, U.S.A
| | - Oscar P Hurtado-Gonzales
- U.S. Department of Agriculture-APHIS Plant Germplasm Quarantine Program, BARC-East, Beltsville, MD 20705, U.S.A
| | - Gayle M Volk
- U.S. Department of Agriculture-Agricultural Research Service National Laboratory for Genetic Resources Preservation, Fort Collins, CO 80521, U.S.A
| | - Qiao-Chun Wang
- State Key Laboratory of Crop Stress Biology for Arid Areas, College of Horticulture, Northwest A&F University, Yangling 712100, China
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Wunsch A, Hoff B, Sazo MM, van Zoeren J, Lamour KH, Hurtado-Gonzales OP, Fuchs M. Viruses of Apple Are Seedborne but Likely Not Vertically Transmitted. Viruses 2024; 16:95. [PMID: 38257795 PMCID: PMC10819211 DOI: 10.3390/v16010095] [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: 12/07/2023] [Accepted: 01/05/2024] [Indexed: 01/24/2024] Open
Abstract
Many viruses occur in apple (Malus domestica (Borkh.)), but no information is available on their seed transmissibility. Here, we report that six viruses infecting apple trees, namely, apple chlorotic leaf spot virus (ACLSV), apple green crinkle-associated virus (AGCaV), apple rubbery wood virus 2 (ARWV2), apple stem grooving virus (ASGV), apple stem pitting virus (ASPV), and citrus concave gum-associated virus (CCGaV) occur in seeds extracted from apple fruits produced by infected maternal trees. Reverse transcription polymerase chain reaction (RT-PCR) and quantitative RT-PCR (RT-qPCR) assays revealed the presence of these six viruses in untreated apple seeds with incidence rates ranging from 20% to 96%. Furthermore, ASPV was detected by RT-PCR in the flesh and peel of fruits produced by infected maternal trees, as well as from seeds extracted from apple fruits sold for fresh consumption. Finally, a large-scale seedling grow-out experiment failed to detect ACLSV, ASGV, or ASPV in over 1000 progeny derived from sodium hypochlorite surface sterilized seeds extracted from fruits produced by infected maternal trees, suggesting no detectable transmission via embryonic tissue. This is the first report on the seedborne nature of apple-infecting viruses.
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Affiliation(s)
- Anna Wunsch
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (B.H.); (M.F.)
| | - Bailey Hoff
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (B.H.); (M.F.)
- Biology Department, Gustavus Adolphus College, St. Peter, MN 56082, USA
| | - Mario Miranda Sazo
- Cornell Cooperative Extension Lake Ontario Fruit Program, Albion, NY 14411, USA; (M.M.S.); (J.v.Z.)
| | - Janet van Zoeren
- Cornell Cooperative Extension Lake Ontario Fruit Program, Albion, NY 14411, USA; (M.M.S.); (J.v.Z.)
| | - Kurt H. Lamour
- Department of Entomology and Plant Pathology, University of Tennessee, Knoxville, TN 37996, USA;
| | | | - Marc Fuchs
- Plant Pathology and Plant-Microbe Biology Section, School of Integrative Plant Science, Cornell University, Geneva, NY 14456, USA; (B.H.); (M.F.)
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Hu X, Hurtado-Gonzales OP, Adhikari BN, French-Monar RD, Malapi M, Foster JA, McFarland CD. PhytoPipe: a phytosanitary pipeline for plant pathogen detection and diagnosis using RNA-seq data. BMC Bioinformatics 2023; 24:470. [PMID: 38093207 PMCID: PMC10717670 DOI: 10.1186/s12859-023-05589-2] [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: 06/03/2022] [Accepted: 11/30/2023] [Indexed: 12/17/2023] Open
Abstract
BACKGROUND Detection of exotic plant pathogens and preventing their entry and establishment are critical for the protection of agricultural systems while securing the global trading of agricultural commodities. High-throughput sequencing (HTS) has been applied successfully for plant pathogen discovery, leading to its current application in routine pathogen detection. However, the analysis of massive amounts of HTS data has become one of the major challenges for the use of HTS more broadly as a rapid diagnostics tool. Several bioinformatics pipelines have been developed to handle HTS data with a focus on plant virus and viroid detection. However, there is a need for an integrative tool that can simultaneously detect a wider range of other plant pathogens in HTS data, such as bacteria (including phytoplasmas), fungi, and oomycetes, and this tool should also be capable of generating a comprehensive report on the phytosanitary status of the diagnosed specimen. RESULTS We have developed an open-source bioinformatics pipeline called PhytoPipe (Phytosanitary Pipeline) to provide the plant pathology diagnostician community with a user-friendly tool that integrates analysis and visualization of HTS RNA-seq data. PhytoPipe includes quality control of reads, read classification, assembly-based annotation, and reference-based mapping. The final product of the analysis is a comprehensive report for easy interpretation of not only viruses and viroids but also bacteria (including phytoplasma), fungi, and oomycetes. PhytoPipe is implemented in Snakemake workflow with Python 3 and bash scripts in a Linux environment. The source code for PhytoPipe is freely available and distributed under a BSD-3 license. CONCLUSIONS PhytoPipe provides an integrative bioinformatics pipeline that can be used for the analysis of HTS RNA-seq data. PhytoPipe is easily installed on a Linux or Mac system and can be conveniently used with a Docker image, which includes all dependent packages and software related to analyses. It is publicly available on GitHub at https://github.com/healthyPlant/PhytoPipe and on Docker Hub at https://hub.docker.com/r/healthyplant/phytopipe .
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Affiliation(s)
- Xiaojun Hu
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA.
| | - Oscar P Hurtado-Gonzales
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA
| | - Bishwo N Adhikari
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA
| | - Ronald D French-Monar
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA
| | - Martha Malapi
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA
- American Seed Trade Association (ASTA), Alexandria, VA, USA
| | - Joseph A Foster
- United States Department of Agriculture (USDA), Animal and Plant Health Inspection Service (APHIS), Plant Protection and Quarantine (PPQ), Plant Germplasm Quarantine Program (PGQP), Beltsville, MD, USA
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