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Shao H, Xue Q, Yao K, Cui J, Huang W, Kong L, Li C, Li H, Peng D, Smiley RW, Peng H. Origin and Phylogeography of Chinese Cereal Cyst Nematode Heterodera avenae Revealed by Mitochondrial COI Sequences. PHYTOPATHOLOGY 2022; 112:1988-1997. [PMID: 35509208 DOI: 10.1094/phyto-12-21-0532-r] [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: 06/14/2023]
Abstract
Heterodera avenae, a globally distributed plant-parasitic nematode, is one of the most significant pests on cereal crops. In China, it is widely distributed in cereal-growing areas of 16 provinces and causes serious yield losses. In the present study, a total of 98 populations of H. avenae were collected from major wheat-growing regions in China and six other countries. The mitochondrial COI genes were amplified and analyzed. Forty-one mitochondrial COI haplotypes were identified, suggesting a high genetic diversity and endemism level of H. avenae in China. Phylogenetic analysis showed that H. avenae populations in China were divided into four clades. Significant evolutionary and genetic differences were found between Chinese (except Hubei) and foreign populations. Hap1, the most widely distributed haplotype, was considered to be a separate evolutionary origin in China. The gene flow of H. avenae from the northwestern region to the north China region and Huang-Huai-Hai region was significant, so as the direction between north China and Huang-Huai-Hai region. We speculate that water flowing from the Yellow River and mechanical harvesters promoted gene exchange among these groups. A distance-based redundancy analysis showed that genetic distances observed among H. avenae populations were explained foremost not only by geographic distance but also by temperature and precipitation. This study provides theoretical support for the origin and spread of H. avenae populations in China and elsewhere in the world.
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Affiliation(s)
- Hudie Shao
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
- College of Agriculture, Yangtze University, Jingzhou, Hubei 434025, P. R. China
| | - Qin Xue
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education, Department of Plant Pathology, Nanjing Agricultural University, Nanjing 210095, P. R. China
| | - Ke Yao
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
- College of Agriculture and Biotechnology, Zhejiang University, Hangzhou, P. R. China
| | - Jiangkuan Cui
- State Key Laboratory of Wheat and Maize Crop Science/College of Plant Protection, Henan Agricultural University, Zhengzhou, 450002, P. R. China
| | - Wenkun Huang
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
| | - Lingan Kong
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
| | - Chuanren Li
- College of Agriculture, Yangtze University, Jingzhou, Hubei 434025, P. R. China
| | - Hongmei Li
- Key Laboratory of Integrated Management of Crop Disease and Pests, Ministry of Education, Department of Plant Pathology, Nanjing Agricultural University, Nanjing 210095, P. R. China
| | - Deliang Peng
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
| | - Richard W Smiley
- Columbia Basin Agricultural Research Center, Oregon State University, Pendleton, Oregon, 97801, U.S.A
| | - Huan Peng
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing 100193, P. R. China
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Ruthes AC, Dahlin P. The Impact of Management Strategies on the Development and Status of Potato Cyst Nematode Populations in Switzerland: An Overview from 1958 to Present. PLANT DISEASE 2022; 106:1096-1104. [PMID: 34689584 DOI: 10.1094/pdis-04-21-0800-sr] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Globodera rostochiensis and G. pallida are some of the most successful and highly specialized plant parasitic nematodes and among the most regulated quarantine pests globally. In Switzerland, they have been monitored by annual surveys since their first detection in Swiss soil in 1958. The dataset created was reviewed to produce an overview of the development and actual status of potato cyst nematodes (PCNs) in Switzerland. Positive fields represent 0.2% of all the samples analyzed, and their distribution is limited to central-west and western Switzerland, suggesting that new introduction of PCNs and the spread of the initial introduced PCN populations did not occur. In this way, the integrated management used in Switzerland appears to be effective. However, the increasing availability of potato varieties with resistance to G. rostochiensis and the limited availability of varieties with resistance to G. pallida, together with other biotic and abiotic factors, have promoted changes in the dominance of either species. Consequently, an extended monitoring program is of interest to Swiss farmers, to avoid favoring virulent traits that could be present in Swiss Globodera populations.
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Affiliation(s)
- Andrea Caroline Ruthes
- Agroscope, Research Division Plant Protection, Phytopathology and Zoology in Fruit and Vegetable Production, 8820 Wädenswil, Switzerland
| | - Paul Dahlin
- Agroscope, Research Division Plant Protection, Phytopathology and Zoology in Fruit and Vegetable Production, 8820 Wädenswil, Switzerland
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HODDA M. Phylum Nematoda: trends in species descriptions, the documentation of diversity, systematics, and the species concept. Zootaxa 2022; 5114:290-317. [DOI: 10.11646/zootaxa.5114.1.2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Indexed: 11/04/2022]
Abstract
This paper summarizes the trends in nematode species description and systematics emerging from a comparison of the latest comprehensive classification and census of Phylum Nematoda (Hodda 2022a, b) with earlier classifications (listed in Hodda 2007). It also offers some general observations on trends in nematode systematics emerging from the review of the voluminous literature used to produce the classification. The trends in nematodes can be compared with developments in the systematics of other organisms to shed light on many of the general issues confronting systematists now and into the future.
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Hesse CN, Moreno I, Acevedo Pardo O, Pacheco Fuentes H, Grenier E, Dandurand LM, Zasada IA. Characterization of Globodera ellingtonae Populations from Chile Utilizing Whole Genome Sequencing. J Nematol 2021; 53:e2021-88. [PMID: 34761229 PMCID: PMC8574948 DOI: 10.21307/jofnem-2021-088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Indexed: 11/28/2022] Open
Abstract
Globodera ellingtonae was originally described from populations collected in the United States. In the original description, ribosomal DNA loci from Globodera sp. collected in Chile and Argentina were similar to G. ellingtonae, suggesting this nematode originated in this region of South America. In an effort to find additional populations of G. elllingtonae, collection trips were conducted in 2017 and 2020 in the Antofagasta and Arica y Parinacota Regions in Northern Chile, respectively. Globodera sp. were more prevalent in Antofagasta (17 samples collected, 53% positive for Globodera sp.) than in Arica y Parincota (16 samples collected, 13% positive for Globodera sp.). The genomes of single cysts (N ≥ 3) from four fields were sequenced. Additionally, the genomes of the G. ellingtonae population from Oregon and a Globodera sp. population originally collected in Antofagasta Region but maintained in culture in France were also sequenced. Based upon a HSP90 sequenced data mined from WSG data, all of the populations from the Antofagasta Region were G. ellingtonae and grouped in a monophyletic clade. A population collected from the Arica y Parincota Region was identified as G. rostochiensis based upon HSP90 data. Genome-wide SNP patterns of the G. ellingtonae populations showed strong clustering based on geographic location indicating that G. ellingtonae has high genetic diversity within Chile. A phylogenetic tree derived from 168,354 binary SNPs in the nuclear genome showed separate but distinct clustering of the Oregon population and the population from Antofagasta maintained in France. The Oregon G. ellingtonae population subtended the Chilean clades and placed on a long branch representing approximately twice the genetic variation observed among all Chilean G. ellingtonae populations. The possibility remains that G. ellingtonae from Chile may be sufficiently diverged to constitute a new species from G. ellingtonae originally described from a population collected in Oregon.
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Affiliation(s)
- C N Hesse
- USDA ARS Horticultural Crops Research Unit, Corvallis, OR 97330
| | - I Moreno
- Servicio Agrícola y Ganadero (SAG). División de Protección Agrícola y Forestal y Red SAG de Laboratorios, Santiago, Chile
| | - O Acevedo Pardo
- Servicio Agrícola y Ganadero (SAG). División de Protección Agrícola y Forestal y Red SAG de Laboratorios, Santiago, Chile
| | - H Pacheco Fuentes
- Servicio Agrícola y Ganadero (SAG). División de Protección Agrícola y Forestal y Red SAG de Laboratorios, Santiago, Chile
| | - E Grenier
- IGEPP, INRAE, Agrocampus Ouest, Université Rennes 1, 35650, Le Rheu, France
| | - L M Dandurand
- 875 Perimeter Drive MS 2329, University of Idaho, Moscow, ID 83844-2329
| | - I A Zasada
- USDA ARS Horticultural Crops Research Unit, Corvallis, OR 97330
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van Steenbrugge JJM, van den Elsen S, Holterman M, Sterken MG, Thorpe P, Goverse A, Smant G, Helder J. Comparative genomics of two inbred lines of the potato cyst nematode Globodera rostochiensis reveals disparate effector family-specific diversification patterns. BMC Genomics 2021; 22:611. [PMID: 34380421 PMCID: PMC8359618 DOI: 10.1186/s12864-021-07914-6] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 07/27/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Potato cyst nematodes belong to the most harmful pathogens in potato, and durable management of these parasites largely depends on host-plant resistances. These resistances are pathotype specific. The current Globodera rostochiensis pathotype scheme that defines five pathotypes (Ro1 - Ro5) is both fundamentally and practically of limited value. Hence, resistant potato varieties are used worldwide in a poorly informed manner. RESULTS We generated two novel reference genomes of G. rostochiensis inbred lines derived from a Ro1 and a Ro5 population. These genome sequences comprise 173 and 189 scaffolds respectively, marking a ≈ 24-fold reduction in fragmentation as compared to the current reference genome. We provide copy number variations for 19 effector families. Four dorsal gland effector families were investigated in more detail. SPRYSECs, known to be implicated in plant defence suppression, constitute by far the most diversified family studied herein with 60 and 99 variants in Ro1 and Ro5 distributed over 18 and 26 scaffolds. In contrast, CLEs, effectors involved in feeding site induction, show strong physical clustering. The 10 and 16 variants cluster on respectively 2 and 1 scaffolds. Given that pathotypes are defined by their effectoromes, we pinpoint the disparate nature of the contributing effector families in terms of sequence diversification and loss and gain of variants. CONCLUSIONS Two novel reference genomes allow for nearly complete inventories of effector diversification and physical organisation within and between pathotypes. Combined with insights we provide on effector family-specific diversification patterns, this constitutes a basis for an effectorome-based virulence scheme for this notorious pathogen.
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Affiliation(s)
| | - Sven van den Elsen
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands
| | - Martijn Holterman
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands.,Solynta, Dreijenlaan 2, 6703 HA, Wageningen, The Netherlands
| | - Mark G Sterken
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands
| | - Peter Thorpe
- School of Medicine, Medical & Biological Sciences, University of St. Andrews, North Haugh, St Andrews, United Kingdom
| | - Aska Goverse
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands
| | - Geert Smant
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands
| | - Johannes Helder
- Laboratory of Nematology, Wageningen University & Research, Wageningen, The Netherlands
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Djebroune A, Chakali G, de Andrade E, Camacho MJ, Rusinque L, Inácio ML. Integrative Morphometric and Molecular Approach to Update the Impact and Distribution of Potato Cyst Nematodes Globodera rostochiensis and Globodera pallida (Tylenchida: Heteroderidae) in Algeria. Pathogens 2021; 10:pathogens10020216. [PMID: 33669335 PMCID: PMC7920306 DOI: 10.3390/pathogens10020216] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2021] [Revised: 01/26/2021] [Accepted: 01/30/2021] [Indexed: 11/16/2022] Open
Abstract
Morphological and molecular studies were conducted to characterize the specific identity of 36 isolates of potato cyst nematodes (PCNs) recovered from soil samples collected in several potato producing areas of Algeria. Morphometric data revealed that 44% of isolates contained Globodera pallida alone, 28% contained Globodera rostochiensis alone and 28% mixtures of the two species. Morphometric values of cysts and second-stage juveniles were generally distributed with slight differences in the expected ranges for both Globodera species. Inter- and intraspecific morphometric variability in nematode isolates was noted. Molecular analysis using conventional multiplex PCR with species-specific primers and TaqMan real-time PCR confirmed the morphological identification. In addition, the distribution of both potato cyst nematode species throughout various parts of the country was investigated. In the central areas, the isolates of G. pallida alone dominate, whereas isolates of G. rostochiensis alone are more frequent in the southern areas. In the eastern regions, mixed isolates are more representative. Most isolates examined in the western areas are mixtures of the two species or G. rostochiensis alone. Comparatively, G. pallida remains the most widely distributed species in its geographic range. This study confirms the presence of two PCN species, G. pallida and G. rostochiensis, in Algeria and provides additional information on their biogeographic distribution.
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Affiliation(s)
- Aouicha Djebroune
- Département des Sciences Agronomiques, Faculté des Sciences de la Nature et de la Vie et des Sciences de la Terre, Université Djilali Bounaama Khemis Miliana, Route de Theniet El Had, 44225 Ain Defla, Algeria;
| | - Gahdab Chakali
- Département de Zoologie Agricole et Forestière, Ecole Nationale Supérieure Agronomique, El-Harrach, 16200 Algiers, Algeria;
| | - Eugénia de Andrade
- Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.), Quinta do Marquês, 2780-159 Oeiras, Portugal; (E.d.A.); (M.J.C.); (L.R.)
- GREEN-IT Bioresources for Sustainability, ITQB NOVA, Av. da República, 2780-157 Oeiras, Portugal
| | - Maria João Camacho
- Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.), Quinta do Marquês, 2780-159 Oeiras, Portugal; (E.d.A.); (M.J.C.); (L.R.)
| | - Leidy Rusinque
- Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.), Quinta do Marquês, 2780-159 Oeiras, Portugal; (E.d.A.); (M.J.C.); (L.R.)
| | - Maria L. Inácio
- Instituto Nacional de Investigação Agrária e Veterinária (INIAV, I.P.), Quinta do Marquês, 2780-159 Oeiras, Portugal; (E.d.A.); (M.J.C.); (L.R.)
- GREEN-IT Bioresources for Sustainability, ITQB NOVA, Av. da República, 2780-157 Oeiras, Portugal
- Correspondence:
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Montarry J, Mimee B, Danchin EGJ, Koutsovoulos GD, Ste-Croix DT, Grenier E. Recent Advances in Population Genomics of Plant-Parasitic Nematodes. PHYTOPATHOLOGY 2021; 111:40-48. [PMID: 33151824 DOI: 10.1094/phyto-09-20-0418-rvw] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Plant-parasitic nematodes are a costly burden of crop production. Ubiquitous in nature, phytoparasitic nematodes are associated with nearly every important agricultural crop and represent a significant constraint on global food security. Population genetics is a key discipline in plant nematology to understand aspects of the life strategies of these parasites, in particular their modes of reproduction, geographic origins, evolutionary histories, and dispersion abilities. Advances in high-throughput sequencing technologies have enabled a recent but active effort in genomic analyses of plant-parasitic nematodes. Such genomic approaches applied to multiple populations are providing new insights into the molecular and evolutionary processes that underpin the establishment of these nematodes and into a better understanding of the genetic and mechanistic basis of their pathogenicity and adaptation to their host plants. In this review, we attempt to update information about genome resources and genotyping techniques useful for nematologists who are thinking about initiating population genomics or genome sequencing projects. This review is intended also to foster the development of population genomics in plant-parasitic nematodes through highlighting recent publications that illustrate the potential for this approach to identify novel molecular markers or genes of interest and improve our knowledge of the genome variability, pathogenicity, and evolutionary potential of plant-parasitic nematodes.
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Affiliation(s)
| | - Benjamin Mimee
- Saint-Jean-sur-Richelieu Research and Development Centre, Agriculture and Agri-Food Canada, Saint-Jean-sur-Richelieu, Québec, Canada
| | - Etienne G J Danchin
- Institut Sophia Agrobiotech, Université Côte d'Azur, INRAE, CNRS, Sophia Antipolis, France
| | | | - Dave T Ste-Croix
- Saint-Jean-sur-Richelieu Research and Development Centre, Agriculture and Agri-Food Canada, Saint-Jean-sur-Richelieu, Québec, Canada
| | - Eric Grenier
- IGEPP, INRAE, Institut Agro, Univ Rennes, 35650, Le Rheu, France
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Mironenko NV, Gavrilenko TA, Khiutti AV, Afanasenko OS. [Quarantine nematode species and pathotypes potentially dangerous for domestic potato production: populations diversity and the genetics of potato resistance]. Vavilovskii Zhurnal Genet Selektsii 2020; 24:705-721. [PMID: 33738388 PMCID: PMC7960448 DOI: 10.18699/vj20.665] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Обзор посвящен проблеме потенциально опасных для отечественного картофелеводства каран-
тинных видов и патотипов нематод. Картофель поражают более 30 видов паразитических нематод, однако в
статье основное внимание уделено самым вредоносным, приносящим большой ущерб картофелеводству пред-
ставителям родов Globodera, Ditylenchus, Nacobbus и Meloidogyne. Проанализированы фитопатологические и
молекулярные методы идентификации видов и патотипов и основные достижения в изучении изменчивости
популяций паразитических нематод картофеля. Показано, что, благодаря особенностям жизненного цикла не-
матод и лабильности их геномов, генетическая изменчивость этих организмов очень велика, что создает угрозу
образования новых патогенных генотипов паразита. Сведения о внутри- и межпопуляционной изменчивости
нематод важны для изучения путей интродукции и распространения отдельных видов, а также поиска корреля-
ций молекулярных маркеров с определенным патотипом. Филогенетические исследования, основанные на со-
временных данных по генетической изменчивости популяций, позволили выявить комплексы видов у Globodera
pallida (Stone) Behrens и Nacobbus aberrans (Thorne) Thorne & Allen (sensu lato), включающие криптические виды.
К основным составляющим успешной защиты, предотвращающей массовое распространение паразитических
нематод, относятся карантинные мероприятия, агротехнические приемы, биологические способы защиты и
возделывание устойчивых сортов. Особое внимание в обзоре уделено вопросам селекции сортов картофеля с
длительной устойчивостью к различным видам нематод, поскольку возделывание таких сортов – экологически
наиболее безопасный и экономически выгодный способ предотвращения эпифитотий. В настоящее время до-
стигнуты значительные успехи в генетической защите сортов картофеля, особенно в отношении цистообразую-
щих нематод. Приведены сведения об источниках устойчивости картофеля к паразитическим нематодам, выде-
ленных в коллекциях диких и культурных видов. Проанализированы данные об идентифицированных R-генах и
QTL устойчивости, которые были интрогрессированы в селекционный материал с помощью различных методов
и подходов. Представлены результаты изучения структурной и функциональной
организации генов устойчиво-
сти к цистообразующим нематодам картофеля. Рассмотрены результаты исследований по использованию моле-
кулярных маркеров определенных генов в маркер-опосредованной селекции для создания новых устойчивых
сортов, в том числе с групповой устойчивостью.
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Affiliation(s)
- N V Mironenko
- All-Russian Research Institute of Plant Protection, Pushkin, St. Petersburg, Russia Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - T A Gavrilenko
- Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia Federal Research Center the N.I. Vavilov All-Russian Institute of Plant Genetic Resources (VIR), St. Petersburg, Russia
| | - A V Khiutti
- All-Russian Research Institute of Plant Protection, Pushkin, St. Petersburg, Russia Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
| | - O S Afanasenko
- All-Russian Research Institute of Plant Protection, Pushkin, St. Petersburg, Russia Institute of Cytology and Genetics of Siberian Branch of the Russian Academy of Sciences, Novosibirsk, Russia
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Le VL, Beurton-Aimar M, Zemmari A, Marie A, Parisey N. Automated landmarking for insects morphometric analysis using deep neural networks. ECOL INFORM 2020. [DOI: 10.1016/j.ecoinf.2020.101175] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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10
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Nematode Identification Techniques and Recent Advances. PLANTS 2020; 9:plants9101260. [PMID: 32987762 PMCID: PMC7598616 DOI: 10.3390/plants9101260] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/21/2020] [Accepted: 09/22/2020] [Indexed: 01/02/2023]
Abstract
Nematodes are among the most diverse but least studied organisms. The classic morphology-based identification has proved insufficient to the study of nematode identification and diversity, mainly for lack of sufficient morphological variations among closely related taxa. Different molecular methods have been used to supplement morphology-based methods and/or circumvent these problems with various degrees of success. These methods range from fingerprint to sequence analyses of DNA- and/or protein-based information. Image analyses techniques have also contributed towards this success. In this review, we highlight what each of these methods entail and provide examples where more recent advances of these techniques have been employed in nematode identification. Wherever possible, emphasis has been given to nematodes of agricultural significance. We show that these alternative methods have aided nematode identification and raised our understanding of nematode diversity and phylogeny. We discuss the pros and cons of these methods and conclude that no one method by itself provides all the answers; the choice of method depends on the question at hand, the nature of the samples, and the availability of resources.
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