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First Reported Sexual Recombination Between Pyrenophora teres Isolates from Barley and Barley Grass. 首次报道了大麦和大麦草中分离出的赤霉病菌之间的有性重组。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-21 DOI: 10.1094/PHYTO-12-23-0497-R
Buddhika Amarasinghe Dahanayaka, Alexandros G Sotiropoulos, Niloofar Vaghefi, Barsha Poudel, Anke Martin
{"title":"First Reported Sexual Recombination Between <i>Pyrenophora teres</i> Isolates from Barley and Barley Grass.","authors":"Buddhika Amarasinghe Dahanayaka, Alexandros G Sotiropoulos, Niloofar Vaghefi, Barsha Poudel, Anke Martin","doi":"10.1094/PHYTO-12-23-0497-R","DOIUrl":"10.1094/PHYTO-12-23-0497-R","url":null,"abstract":"<p><p>Barley grass (<i>Hordeum leporinum</i>), which often occurs in proximity to commercial barley (<i>H. vulgare</i>) cultivars, is an alternative host to <i>Pyrenophora teres</i>, an economically important pathogen causing net blotch in barley. This study is the first to report the sexual recombination of <i>P. teres</i> isolates collected from barley with those collected from barley grass. The sexual recombination between <i>P. teres</i> isolates from barley and barley grass was confirmed using a neighbor-net network and haploblock plots based on whole-genome sequencing of seven progeny isolates. Pathogenicity assays revealed that <i>P. teres</i> isolates from barley grass were not host specific and could infect both barley and barley grass, and the progeny isolates were virulent on commercially grown barley cultivars. Our results contradict previous population and pathogenicity studies of <i>P. teres</i> isolates obtained from barley and barley grass that have reported that the two populations are genetically distinct and host specific, suggesting that isolates collected from barley or barley grass could be two different entities. Despite the genetic divergence of <i>P. teres</i> isolates from barley and barley grass revealed through our phylogenomic analysis, there seems to be no complete host or reproductive separation between these populations. Therefore, there is a potential for generation of novel pathotypes through sexual recombination between <i>P. tere</i>s isolates associated with barley and barley grass, with a risk of increased impacts on commercial barley cultivars that do not carry resistance to these pathotypes.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2385-2393"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141470331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Engineered Citrus Tristeza Virus (T36CA)-Based Vector Induces Gene-Specific RNA Silencing and Is Graft Transmissible to Commercial Citrus Varieties. 一种基于柑橘三叶虫病毒(T36CA)的工程载体可诱导基因特异性 RNA 沉默,并可嫁接传播到商业柑橘品种上。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-21 DOI: 10.1094/PHYTO-05-24-0167-R
Robert R Krueger, Angel Y S Chen, Jaclyn S Zhou, Si Liu, Huaying Karen Xu, James C K Ng
{"title":"An Engineered Citrus Tristeza Virus (T36CA)-Based Vector Induces Gene-Specific RNA Silencing and Is Graft Transmissible to Commercial Citrus Varieties.","authors":"Robert R Krueger, Angel Y S Chen, Jaclyn S Zhou, Si Liu, Huaying Karen Xu, James C K Ng","doi":"10.1094/PHYTO-05-24-0167-R","DOIUrl":"10.1094/PHYTO-05-24-0167-R","url":null,"abstract":"<p><p>A protein-expressing citrus tristeza virus-based vector construct, pT36CA-V1.3, obtained from a California isolate of the T36 strain (T36CA), was retooled into a virus-induced gene silencing system intended for use with studies of California citrus. Virus-induced gene silencing constructs engineered with a truncated <i>Citrus macrophylla PHYTOENE DESATURASE</i> (<i>CmPDS</i>) gene sequence in the sense or antisense orientation worked equally well to silence the endogenous <i>CmPDS</i> gene. In a parallel effort to optimize vector performance, two nonsynonymous nucleotides in open reading frame 1a of pT36CA-V1.3 were replaced with those conserved in the reference sequences from the T36CA cDNA library. The resulting viruses, T36CA-V1.4 (with one amino acid modification: D760N) and T36CA-V1.5 (with two amino acid modifications: D760N and P1174L), along with T36CA-V1.3, were individually propagated in <i>Nicotiana benthamiana</i> and <i>C. macrophylla</i> plants. Enzyme-linked immunosorbent assay (ELISA) measurements of extracts of the newly emerged leaves suggested that all three viruses accumulated to similar levels in <i>N. benthamiana</i> plants at 5 weeks postinoculation. ELISA values of T36CA-V1.4- and -V1.5-infected <i>C. macrophylla</i> samples were significantly higher than that of T36CA-V1.3-infected samples within an 8- to 12-month postinoculation window, suggesting a higher accumulation of T36CA-V1.4 and -V1.5 than T36CA-V1.3. However, at 36 months postinoculation, the ELISA values suggested that all three viruses accumulated to similar levels. When <i>C. macrophylla</i> plants infected with each of the three viruses were grafted to commercial citrus varieties, a limited number of receptor plants became infected, demonstrating a weak but nonetheless (the first) successful delivery of T36CA to California-grown commercial citrus.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2453-2462"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141902686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Validation of PCR Diagnostic Assays for Detection and Identification of All Ralstonia solanacearum Sequevars Causing Moko Disease in Banana. 验证用于检测和鉴定导致香蕉莫科病的所有 Ralstonia solanacearum sequevars 的 PCR 诊断测定。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-23 DOI: 10.1094/PHYTO-06-24-0190-R
Vivian A Rincón-Flórez, Lilia C Carvalhais, Adriano M F Silva, Alistair McTaggart, Jane D Ray, Cecilia O'Dwyer, Janet M Roberts, Elineide B Souza, Greecy M R Albuquerque, André Drenth
{"title":"Validation of PCR Diagnostic Assays for Detection and Identification of All <i>Ralstonia solanacearum</i> Sequevars Causing Moko Disease in Banana.","authors":"Vivian A Rincón-Flórez, Lilia C Carvalhais, Adriano M F Silva, Alistair McTaggart, Jane D Ray, Cecilia O'Dwyer, Janet M Roberts, Elineide B Souza, Greecy M R Albuquerque, André Drenth","doi":"10.1094/PHYTO-06-24-0190-R","DOIUrl":"10.1094/PHYTO-06-24-0190-R","url":null,"abstract":"<p><p>Moko disease in banana is a bacterial wilt caused by strains within <i>Ralstonia solanacearum</i> sensu stricto. The disease is endemic to Central and South America but has spread to the Philippines and peninsular Malaysia. Detecting new incursions early in Moko-free banana production regions is of utmost importance for containment and eradication, as Moko management significantly increases costs in banana production. Molecular studies have supported the classification of <i>R. solanacearum</i> sensu stricto into phylotypes IIA, IIB, and IIC, each comprising various sequevars based on nucleotide divergence of a partial sequence within the endoglucanase gene. Moko disease in banana is caused by strains classified as sequevars 6, 24, 41, and 53 within phylotype IIA and sequevars 3, 4, and 25 within phylotype IIB. To ensure accurate diagnostic assays are available to detect all Moko sequevars, we systematically validated previously published assays for Moko diagnostics. To be able to identify all sequevars, including the latest described sequevars, namely IIB-25, IIA-41, and IIA-53, we developed and validated two novel assays using genome-wide association studies on over 100 genomes of <i>R. solanacearum</i> sensu stricto. Validations using 196 bacterial isolates confirmed that a previous multiplex PCR-based assay targeting sequevars IIB-3, IIB-4, IIA-6, and IIA-24 and our two novel assays targeting sequevars IIB-25, IIA-41, and IIA-53 were specific, reproducible, and accurate for Moko diagnostics.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2375-2384"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141983042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Nonessential Sfp-Type Phosphopantetheinyl Transferase Contributes Significantly to the Pathogenicity of Ralstonia solanacearum. 一种非必要的 Sfp 型磷酸泛酰乙烯基转移酶对 Ralstonia solanacearum 的致病性有重大贡献。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-21 DOI: 10.1094/PHYTO-04-24-0113-R
Yu Yin, Li-Zhen Luo, Lin-Lin Li, Zhe Hu, Yi-Cai Chen, Jin-Cheng Ma, Yong-Hong Yu, Hai-Hong Wang, Wen-Bin Zhang
{"title":"A Nonessential Sfp-Type Phosphopantetheinyl Transferase Contributes Significantly to the Pathogenicity of <i>Ralstonia solanacearum</i>.","authors":"Yu Yin, Li-Zhen Luo, Lin-Lin Li, Zhe Hu, Yi-Cai Chen, Jin-Cheng Ma, Yong-Hong Yu, Hai-Hong Wang, Wen-Bin Zhang","doi":"10.1094/PHYTO-04-24-0113-R","DOIUrl":"10.1094/PHYTO-04-24-0113-R","url":null,"abstract":"<p><p>4'-Phosphopantetheinyl transferases (PPTases) play important roles in the posttranslational modifications of bacterial carrier proteins, which are involved in various metabolic pathways. Here, we found that <i>RsacpS</i> and <i>RspcpS</i> encoded a functional AcpS-type and Sfp-type PPTase, respectively, in <i>Ralstonia solanacearum</i> GMI1000, and both are capable of modifying <i>R. solanacearum</i> AcpP1, AcpP2, AcpP3, and AcpP5 proteins. <i>RspcpS</i> is located on the megaplasmid, which does not affect strain growth and fatty acid synthesis but significantly contributes to the virulence of <i>R. solanacearum</i> and preferentially participates in secondary metabolism. We found that deletion of <i>RspcpS</i> did not affect the abilities of cellulose degradation, biofilm formation, and resistance to NaCl, sodium dodecyl sulfate, and H<sub>2</sub>O<sub>2</sub> and attenuated <i>R. solanacearum</i> pathogenicity only in the assay of soil-drenching infection but not stem injection of tomato. It is hypothesized that RsPcpS plays a role in cell viability in complex environments and in the process during which the strain recognizes and approaches plants. These results suggest that both RsAcpS and RsPcpS may be potential targets for controlling diseases caused by <i>R. solanacearum</i>.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2364-2374"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142688461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Introgression and Mapping of a Novel Bacterial Blight Resistance Gene xa49(t) from Oryza rufipogon acc. CR100098A into O. sativa. 将 Oryza rufipogon acc.CR100098A到O.
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-21 DOI: 10.1094/PHYTO-02-24-0061-R
Sukhpreet Kaur Bhatia, Yogesh Vikal, Pavneet Kaur, Gurmanpuneet Singh Dhillon, Gurwinder Kaur, Kumari Neelam, Palvi Malik, Jagjeet Singh Lore, Renu Khanna, Kuldeep Singh
{"title":"Introgression and Mapping of a Novel Bacterial Blight Resistance Gene <i>xa49(t)</i> from <i>Oryza rufipogon</i> acc. CR100098A into <i>O. sativa</i>.","authors":"Sukhpreet Kaur Bhatia, Yogesh Vikal, Pavneet Kaur, Gurmanpuneet Singh Dhillon, Gurwinder Kaur, Kumari Neelam, Palvi Malik, Jagjeet Singh Lore, Renu Khanna, Kuldeep Singh","doi":"10.1094/PHYTO-02-24-0061-R","DOIUrl":"10.1094/PHYTO-02-24-0061-R","url":null,"abstract":"<p><p>Bacterial blight (BB) caused by <i>Xanthomonas oryzae</i> pv. <i>oryzae</i> is one of the epidemic diseases in rice. Rapid changes in the pathogenicity of the <i>X. oryzae</i> pv. <i>oryzae</i> pathogen demand the identification and characterization of novel BB resistance genes. Here, we report the transfer and mapping of a new BB resistance gene from <i>Oryza rufipogon</i> acc. CR100098A. Inheritance studies on the BC<sub>2</sub>F<sub>2</sub> population, BC<sub>2</sub>F<sub>3</sub> progenies, and backcross-derived recombinant inbred lines derived from a cross between Pusa44/<i>O. rufipogon</i> acc. CR100098A//2<sup>*</sup>PR114 showed that a single recessive gene confers resistance in <i>O. rufipogon</i> acc. CR100098A. Bulked segregant analysis using 203 simple sequence repeat (SSR) markers localized the BB resistance gene on chromosome 11 bracketed between two SSR markers, RM27235 and RM2136. Using PR114 and <i>O. rufipogon</i> acc. CR100098A genotyping by sequencing data, 86 KASP markers within the bracketed region were designed and tested for bulked segregant analysis. Only five KASP markers showed polymorphism between parents, and three were associated with the target gene. Seventy-seven new SSR markers were designed from the same interval. A total of 33 polymorphic markers were analyzed on the whole population and mapped the BB gene in an interval of 2.8 cM flanked by SSR markers PAU11_65 and PAU11_44 within a physical distance of 376.3 kb. The BB resistance gene mapped in this study is putatively new and designated as <i>xa49(t)</i>. Fourteen putative candidate genes were identified within the <i>xa49(t)</i> region having a role in biotic stress resistance. The linked markers to the <i>xa49(t)</i> gene were validated in other rice cultivars for its successful deployment in BB resistance breeding.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2412-2420"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142688438","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Role of Oxalic Acid in Clarireedia jacksonii Virulence and Development on Creeping Bentgrass. 草酸在 Clarireedia jacksonii 对匍匐翦股颖的毒力和发育过程中的作用。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-21 DOI: 10.1094/PHYTO-03-24-0094-R
Daowen Huo, Nathaniel M Westrick, Ashley Nelson, Mehdi Kabbage, Paul Koch
{"title":"The Role of Oxalic Acid in <i>Clarireedia jacksonii</i> Virulence and Development on Creeping Bentgrass.","authors":"Daowen Huo, Nathaniel M Westrick, Ashley Nelson, Mehdi Kabbage, Paul Koch","doi":"10.1094/PHYTO-03-24-0094-R","DOIUrl":"10.1094/PHYTO-03-24-0094-R","url":null,"abstract":"<p><p>Dollar spot is a destructive foliar disease of amenity turfgrass caused by <i>Clarireedia</i> spp. fungi, mainly <i>C. jacksonii</i>, on the Northern United States region's cool-season grass. Oxalic acid (OA) is an important pathogenicity factor in related fungal plant pathogens such as <i>Sclerotinia sclerotiorum</i>; however, the role of OA in the pathogenic development of <i>C. jacksonii</i> remains unclear due to its recalcitrance to genetic manipulation. To overcome these challenges, a CRISPR/Cas9-mediated homologous recombination approach was developed. Using this novel approach, the oxaloacetate acetylhydrolase (<i>oah</i>) gene that is required for the biosynthesis of OA was deleted from a <i>C. jacksonii</i> wild-type (WT) strain. Two independent knockout mutants, Δ<i>Cjoah-1</i> and Δ<i>Cjoah-2</i>, were generated and inoculated on potted creeping bentgrass along with a WT isolate and a genome sequenced isolate LWC-10. After 12 days, bentgrass inoculated with the mutants Δ<i>Cjoah-1</i> and Δ<i>Cjoah-2</i> exhibited 59.41% lower dollar spot severity compared with the WT and LWC-10 isolates. OA production and environmental acidification were significantly reduced in both mutants when compared with the WT and LWC-10. Surprisingly, stromal formation was also severely undermined in the mutants in vitro, suggesting a critical developmental role of OA independent of plant infection. These results demonstrate that OA plays a significant role in <i>C. jacksonii</i> virulence and provide novel directions for future management of dollar spot. [Formula: see text] Copyright © 2024 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2394-2400"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141983041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic Variability and Evolutionary Dynamics of Papaya Ringspot Virus and Papaya Leaf Distortion Mosaic Virus Infecting Feral Papaya in Hainan Island. 海南岛野生番木瓜感染木瓜环斑病毒和木瓜叶扭曲花叶病毒的遗传变异与进化动态。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-11-19 DOI: 10.1094/PHYTO-01-24-0022-R
Mu-Zhi Yang, Zhi-Gang Hao, Zhen-Tao Ren, Rui Tang, Qing-Hua Wu, Li-Ying Zhou, Yu-Juan Hu, Jing-Yuan Guo, Yi Chen, Yun-Ling Guo, Biao Liu, Lai-Pan Liu, Kun Xue, Rui-Zong Jia
{"title":"Genetic Variability and Evolutionary Dynamics of Papaya Ringspot Virus and Papaya Leaf Distortion Mosaic Virus Infecting Feral Papaya in Hainan Island.","authors":"Mu-Zhi Yang, Zhi-Gang Hao, Zhen-Tao Ren, Rui Tang, Qing-Hua Wu, Li-Ying Zhou, Yu-Juan Hu, Jing-Yuan Guo, Yi Chen, Yun-Ling Guo, Biao Liu, Lai-Pan Liu, Kun Xue, Rui-Zong Jia","doi":"10.1094/PHYTO-01-24-0022-R","DOIUrl":"10.1094/PHYTO-01-24-0022-R","url":null,"abstract":"<p><p>Commercialized genetically modified (GM) papaya cultivars have protected papaya from the devastating disease caused by papaya ringspot virus (PRSV). However, papaya leaf distortion mosaic virus (PLDMV), which causes similar infection symptoms but is serologically distinct from PRSV, was found to be a competitive threat to the papaya industry. Our study surveyed the occurrence of PRSV and PLDMV, as well as the transgenic markers of the 35S promoter from cauliflower mosaic virus and the neomycin phosphotransferase II gene in feral papaya plants, which were found frequently growing outside of cultivated papaya fields on Hainan Island. In total, 123 feral papayas, comprising 62 (50.4%) GM plants and 61 (49.6%) non-GM ones, were sampled. Among them, 23 (18.7%) were positive for PRSV, 49 (39.8%) were positive for PLDMV (including five plants co-infected by PRSV and PLDMV), and 56 (45.5%) were free of either virus. In traditional papaya-growing regions, we detected fewer PRSV-infected plants (2 in 33, 6%) than in other regions (21 in 90, 23%). However, overall, whether plants were transgenic or not made no difference to PRSV incidence (<i>P</i> = 0.230), with 9 PRSV-infected plants among 62 GM papayas and 14 among 61 non-GM papayas. Phylogenetic and genetic differentiation analysis showed a clear correlation between PRSV and PLDMV populations and their geographic origins. Negative selection was estimated for the selected gene regions of both viruses. Notably, PLDMV has deviated from neutral evolution and experienced population expansion, exhibiting increased genetic diversity, and is becoming the predominant threat to papaya in Hainan.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2442-2452"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142154791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
TOMMicroNet: Convolutional Neural Networks for Smartphone-Based Microscopic Detection of Tomato Biotic and Abiotic Plant Health Issues. TOMMicroNet:基于智能手机的卷积神经网络,用于番茄生物和非生物植物健康问题的显微检测。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-11-01 Epub Date: 2024-10-30 DOI: 10.1094/PHYTO-04-23-0123-R
Sruthi Sentil, Manoj Choudhary, Mubin Tirsaiwala, Sandeep Rvs, Vignesh Mahalingam Suresh, Chacko Jacob, Mathews Paret
{"title":"TOMMicroNet: Convolutional Neural Networks for Smartphone-Based Microscopic Detection of Tomato Biotic and Abiotic Plant Health Issues.","authors":"Sruthi Sentil, Manoj Choudhary, Mubin Tirsaiwala, Sandeep Rvs, Vignesh Mahalingam Suresh, Chacko Jacob, Mathews Paret","doi":"10.1094/PHYTO-04-23-0123-R","DOIUrl":"10.1094/PHYTO-04-23-0123-R","url":null,"abstract":"<p><p>The image-based detection and classification of plant diseases has become increasingly important to the development of precision agriculture. We consider the case of tomato, a high-value crop supporting the livelihoods of many farmers around the world. Many biotic and abiotic plant health issues impede the efficient production of this crop, and laboratory-based diagnostics are inaccessible in many remote regions. Early detection of these plant health issues is essential for efficient and accurate response, prompting exploration of alternatives for field detection. Considering the availability of low-cost smartphones, artificial intelligence-based classification facilitated by mobile phone imagery can be a practical option. This study introduces a smartphone-attachable 30× microscopic lens, used to produce the novel tomato microimaging data set of 8,500 images representing 34 tomato plant conditions on the upper and lower sides of leaves as well as on the surface of tomato fruits. We introduce TOMMicroNet, a 14-layer convolutional neural network (CNN) trained to classify biotic and abiotic plant health issues, and we compare it against six existing pretrained CNN models. We compared two separate pipelines of grouping data for training TOMMicroNet, either presenting all data at once or separating the data into subsets based on the three parts of the plant. Comparing configurations based on cross-validation and F1 scores, we determined that TOMMicroNet attained the highest performance when trained on the complete data set, with 95% classification accuracy on both training and external data sets. Given TOMMicroNet's capabilities when presented with unfamiliar data, this approach has potential for the identification of plant health issues.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"2431-2441"},"PeriodicalIF":2.6,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140013228","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Canker and dieback of Alnus rubra is caused by Lonsdalea quercina. 红叶石楠的腐烂和枯死是由 Lonsdalea quercina 引起的。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-10-29 DOI: 10.1094/PHYTO-06-24-0192-SC
Fernanda Iruegas-Bocardo, Wendy Sutton, Riley A Buchanan, Niklaus J Grünwald, Jeff H Chang, Melodie L Putnam
{"title":"Canker and dieback of <i>Alnus rubra</i> is caused by <i>Lonsdalea quercina</i>.","authors":"Fernanda Iruegas-Bocardo, Wendy Sutton, Riley A Buchanan, Niklaus J Grünwald, Jeff H Chang, Melodie L Putnam","doi":"10.1094/PHYTO-06-24-0192-SC","DOIUrl":"10.1094/PHYTO-06-24-0192-SC","url":null,"abstract":"<p><p>Understanding the ecology of pathogens is important for disease management. Recently a devastating canker disease was found on red alder (<i>Alnus rubra</i>) planted as landscape trees. Bacteria were isolated from two groups of symptomatic trees located approximately 1 kilometer apart and one strain from each group was used to complete Koch's postulates. Results showed that these bacteria can not only cause disease on red alder but also on two other alder species. Unexpectedly, analyses of genome sequences of bacterial strains identified them as <i>Lonsdalea quercina</i>, a pathogenic species previously known to cause dieback of oak species, but not alder. Additionally, a core genome phylogeny clustered bacterial strains isolated from red alder within a subclade of <i>L. quercina</i> strains isolated from symptomatic oak trees. Consistent with the close phylogenetic relationship, there was no obvious evidence for divergence in genome composition of strains isolated from red alder and oak. Altogether, findings indicate that <i>L. quercina</i> is a potential threat to <i>Alnus</i> species.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522710","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-component resistance responses of melon to zucchini yellow mosaic virus. 甜瓜对西葫芦黄镶嵌病毒的多成分抗性反应。
IF 2.6 2区 农林科学
Phytopathology Pub Date : 2024-10-29 DOI: 10.1094/PHYTO-05-24-0166-R
Líllian B J Bibiano, Camila P Carvalho, Ricardo Gioria, Jorge A M Rezende, Luis E A Camargo
{"title":"Multi-component resistance responses of melon to zucchini yellow mosaic virus.","authors":"Líllian B J Bibiano, Camila P Carvalho, Ricardo Gioria, Jorge A M Rezende, Luis E A Camargo","doi":"10.1094/PHYTO-05-24-0166-R","DOIUrl":"https://doi.org/10.1094/PHYTO-05-24-0166-R","url":null,"abstract":"<p><p>A major resistance gene of the melon accession PI414723 to zucchini yellow mosaic virus (ZYMV) is located at the <i>Zym-1</i> locus on chromosome 2, but the underlying defense mechanisms are poorly understood. The physiological responses and expression of selected genes at <i>Zym-1</i> were assessed in PI414723 and in the susceptible genotype Védrantais. Viral titers and the expression of genes related to systemic acquired resistance (SAR) were evaluated in inoculated (Inoc) and non-inoculated (Non-Inoc) portions of the cotyledons at 3, 7 and 10 days after inoculation (dai) and in apical leaves at 10 dai. ZYMV was detected in both portions of the cotyledons but not in the apical leaves of PI414723 plants. Also, ZYMV was recovered in a susceptible zucchini only from Inoc portions at 3 dai. By contrast, in Védrantais ZYMV was detected and recovered from all tissues at high concentrations. Starchy local lesions and accumulation of transcripts of the SAR marker genes PR1 and PR4 were also detected in the resistant genotype. Plus, transcripts of one candidate resistance gene analog previously located at <i>Zym-1</i> and of two melon homologs of restricted tobacco etch virus movement 2 (RTM2) genes located close to <i>Zym-1</i>, accumulated only in PI414723. It is proposed that resistance results from the combined action of the R gene, involved in restricting ZYMV replication after a supposed recognition event and of the RTM genes which impact viral systemic movement to distal apical tissues.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142522711","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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