{"title":"Research on Pine Wilt Disease Spread Prediction Based on an Improved LGBM Model.","authors":"Hongwei Zhou, Siyan Zhang, Yifan Chen, Shibo Zhang, Zihan Xu, Di Cui, Wenhui Guo","doi":"10.1094/PHYTO-07-24-0202-R","DOIUrl":"https://doi.org/10.1094/PHYTO-07-24-0202-R","url":null,"abstract":"<p><p>Pine wilt disease has caused significant damage to China's ecological and financial resources. To prevent its further spread across the country, proactive control measures are necessary. Given the low accuracy of traditional models, we have employed an enhanced LightGBM model to predict the development trend of pine wilt disease in China. By incorporating anthropogenic factors such as the volume of pine wood imports from 2017 to 2022, the density of graded roads, the number of adjacent counties, and the presence of wood processing factories, as well as natural factors like temperature, humidity, and wind speed, we employed Pearson correlation and LightGBM model's feature importance analysis to select the 17 most significant influencing factors. Spatial analysis was conducted on the epidemic sub-compartments (A divisional unit smaller than a township) of pine wilt disease for 2022 and 2023, revealing the distribution patterns of epidemic sub-compartments within 2 km of roads and the spatial relationships between new and old epidemic sub-compartments. We improved the LightGBM model using Bayesian algorithm, SSA, and HPO. By comparison, the enhanced model was validated to outperform in terms of accuracy, precision, recall, sensitivity, and specificity. Based on the results of correlation analysis and spatial analysis, an enhanced model was used to predict the emergence of pine wilt disease in new counties and districts in the future. Currently, pine wilt disease is primarily concentrated in the central-southern and northeastern provinces of China. Predictions indicate that the disease will further spread to the northeastern and southern regions of the country in the future.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142914462","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}
PhytopathologyPub Date : 2025-01-02DOI: 10.1094/PHYTO-10-23-0409-KC
Lujia Yang, Bingyao Chu, Jie Deng, Zhaomeng Shen, Qiuyu Sun, Xuan Lv, Jiasui Zhan, Zhanhong Ma
{"title":"Assessing Susceptibility of Grapevine Cultivars to Latent <i>Plasmopara viticola</i> Infections Using Molecular Disease Index.","authors":"Lujia Yang, Bingyao Chu, Jie Deng, Zhaomeng Shen, Qiuyu Sun, Xuan Lv, Jiasui Zhan, Zhanhong Ma","doi":"10.1094/PHYTO-10-23-0409-KC","DOIUrl":"https://doi.org/10.1094/PHYTO-10-23-0409-KC","url":null,"abstract":"<p><p>Traditional assessments of grapevine susceptibility to grapevine downy mildew (GDM) caused by <i>Plasmopara viticola</i> rely on the visual evaluation of leaf symptoms. In this study, we used a well-established quantitative real-time PCR TaqMan assay (real-time PCR) to quantify the number of <i>P. viticola</i> infecting 12 grapevine cultivars under controlled conditions. The molecular disease index (MDI), derived from molecular detection methods, reflects the relative abundance of pathogens in plant tissues during the latent infection phase. Our application of MDI revealed a progressive increase in latent <i>P. viticola</i> levels over time, indicating dynamic levels of latent <i>P. viticola</i> infection across the inoculation processes. We calculated the area under the disease progression curve in terms of MDI (AUDPCMDI) to evaluate the susceptibility of each cultivar to GDM. Cultivars with lower AUDPCMDI values consistently exhibited reduced pathogen establishment, suggesting higher levels of innate resistance. Correlation analysis revealed a significant correlation between the visual disease index (DI) and the AUDPCMDI values (<i>r</i> = 0.790, <i>P</i> = 0.002), indicating that higher levels of latent <i>P. viticola</i> infections were associated with higher disease severity. Grapevine cultivars were clustered into distinct groupings, indicating variability in their susceptibility to the pathogen. Cultivars with similar levels of susceptibility were grouped, highlighting that the real-time PCR assay used in this study represents a robust, rapid, and standardized method for quantifying pathogens, which significantly improves the efficiency of evaluating the susceptibility of grapevine cultivars to GDM This quantitative protocol provides practical guidelines for selecting resistant cultivars and implementing effective disease management strategies.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142922654","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}
{"title":"Identification and Molecular Marker Detection of Leaf Rust Resistance Genes in Wheat Lines from China: Development of an Efficient Software for Gene Postulation.","authors":"Pu Gao, Peng-Peng Liu, Rui Dong, Takele Weldu Gebrewahid, Xin-Hai Wang, Xue-Qing Wang, Jia-Yao Zhang, Pei-Pei Zhang, Wei Sang, Zai-Feng Li","doi":"10.1094/PHYTO-08-24-0249-R","DOIUrl":"https://doi.org/10.1094/PHYTO-08-24-0249-R","url":null,"abstract":"<p><p>Wheat leaf rust, caused by <i>Puccinia triticina</i> Erikss. (<i>Pt</i>), is one of the most devastating diseases in common wheat (<i>Triticum aestivum</i> L.) globally. Using resistant lines is the most cost-effective and safe disease control method. Eighty-three wheat lines from China and 36 differential lines, mainly near-isogenic lines (NILs) with known leaf rust resistance (<i>Lr</i>) genes in the Thatcher background, were inoculated with 17 <i>Pt</i> races at the seedling stage to postulate <i>Lr</i> gene(s) in the greenhouse. Field tests conducted during the 2020-2021 and 2021-2022 cropping seasons assessed adult-plant resistance to leaf rust. Moreover, we developed a graphical user interface (GUI) bioinformatics toolkit platform called WEKits v1.0, which integrates a gene postulation submodule based on the gene-for-gene hypothesis, providing accurate and efficient analysis. Through gene postulation, molecular marker detection, and pedigree analysis, we identified the presence of nine <i>Lr</i> genes <i>Lr1, Lr10, Lr14a, Lr21, Lr26, Lr34, Lr37, Lr44,</i> and <i>Lr13</i>/<i>LrZH22</i>, either individually or in combination in 30 wheat lines. Furthermore, 19 lines exhibited slow rusting resistance in both growing seasons. The development of the WEKits software significantly enhanced the efficiency and accuracy of the gene postulation process, providing a valuable tool for rapid identification of known resistance genes in the wheat lines. This could create a vital input to wheat rust resistance breeding. The results identified in this study and the WEKits platform are valuable for selecting lines with effective <i>Lr</i> genes and breeding rust-resistant wheat.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2025-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142915505","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2025-01-13DOI: 10.1094/PHYTO-03-24-0076-R
Meilin Li, Yixue Bao, Wenhan Chen, Yisha Li, Jinxia Du, Abdullah Khan, Muhammad Tahir Khan, Charles A Powell, Baoshan Chen, Muqing Zhang
{"title":"Diffusible Signal Factor-Mediated Quorum Sensing Modulates Swarming in <i>Xanthomonas albilineans</i>.","authors":"Meilin Li, Yixue Bao, Wenhan Chen, Yisha Li, Jinxia Du, Abdullah Khan, Muhammad Tahir Khan, Charles A Powell, Baoshan Chen, Muqing Zhang","doi":"10.1094/PHYTO-03-24-0076-R","DOIUrl":"10.1094/PHYTO-03-24-0076-R","url":null,"abstract":"<p><p><i>Xanthomonas</i> spp. are plant pathogens known for significantly impacting crop yields. Among them, <i>Xanthomonas albilineans</i> (<i>Xal</i>) is notable for colonizing the xylem and causing sugarcane leaf scald disease. This study employed homologous recombination to mutate quorum sensing regulatory genes (<i>rpf</i>) to investigate their role in <i>Xal</i> pathogenicity. Deletions of <i>rpfF</i> (Δ<i>rpfF</i>), <i>rpfC</i> (Δ<i>rpfC</i>), and <i>rpfG</i> (Δ<i>rpfG</i>) led to reduced swarming, growth, and virulence. However, diffusible signal factor (DSF) supplementation restored swarming and growth in the Δ<i>rpfF</i> mutant. Deleting <i>rpfC</i>, <i>rpfG</i>, and <i>rpfF</i> also reduced twitching motility and affected type IV pilus expression. Transcriptomic analysis revealed that Δ<i>rpfF</i> positively regulates flagellar genes. DSF supplementation in Δ<i>rpfF</i> (Δ<i>rpfF</i>-DSF) modulated the expression of flagellar, chemotaxis, and type IV pilus genes. These findings elucidate the DSF-mediated swarming pathway in <i>Xal</i> and provide valuable insights into its regulatory mechanisms.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"20-34"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142081351","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2025-01-09DOI: 10.1094/PHYTO-10-23-0391-KC
Liuliu Yang, Yu Sun, Lin Sun, Zehao Wang, Jie Feng, Yue Liang
{"title":"Application of Loop-Mediated Isothermal Amplification in Plant Pathogen Detection.","authors":"Liuliu Yang, Yu Sun, Lin Sun, Zehao Wang, Jie Feng, Yue Liang","doi":"10.1094/PHYTO-10-23-0391-KC","DOIUrl":"10.1094/PHYTO-10-23-0391-KC","url":null,"abstract":"<p><p>Plant diseases impact the production of all kinds of crops, resulting in significant economic losses worldwide. Timely and accurate detection of plant pathogens is crucial for surveillance and management of plant diseases. In recent years, loop-mediated isothermal amplification (LAMP) has become a popular method for pathogen detection and disease diagnosis due to the advantages of its simple instrument requirement and constant reaction temperature. In this review, we provide an overview of current research on LAMP, including the reaction system, design of primers, selection of target regions, visualization of amplicons, and application of LAMP on the detection of all major groups of plant pathogens. We also discuss plant pathogens for which LAMP is yet to be developed, potential improvements of plant disease diagnosis, and disadvantages that need to be considered.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"6-13"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142352511","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2025-01-10DOI: 10.1094/PHYTO-10-23-0378-KC
Leon M Hodgson, Francisco J Lopez-Ruiz, Mark R Gibberd, Geoff J Thomas, Ayalsew Zerihun
{"title":"Field-Scale Gene Flow of Fungicide Resistance in <i>Pyrenophora teres</i> f. <i>teres</i> and the Effect of Selection Pressure on the Population Structure.","authors":"Leon M Hodgson, Francisco J Lopez-Ruiz, Mark R Gibberd, Geoff J Thomas, Ayalsew Zerihun","doi":"10.1094/PHYTO-10-23-0378-KC","DOIUrl":"10.1094/PHYTO-10-23-0378-KC","url":null,"abstract":"<p><p>The effectiveness of fungicides to control foliar fungal crop diseases is being diminished by the increasing spread of resistance to fungicides. One approach that may help to maintain efficacy is remediation of resistant populations by sensitive ones. However, the success of such approaches can be compromised by re-incursion of resistance through aerial spore dispersal, although knowledge of localized gene flow is lacking. Here, we report on a replicated mark-release-recapture field experiment with several treatments set up to study spore-dispersal-mediated gene flow of a mutated allele that confers demethylase inhibitor resistance in <i>Pyrenophora teres</i> f. <i>teres</i> (<i>Ptt</i>). Artificial inoculation of the host, barley (<i>Hordeum vulgare</i>), was successful across the 12-ha trial, where the introduced sensitive and resistant populations were, respectively, 6- and 13-fold the DNA concentration of the native <i>Ptt</i> population. Subsequent disease pressure remained low, which hampered spread of the epidemic to such an extent that gene flow was not detected at, or beyond, 2.5 m from source points. In the absence of gene flow, plots were assessed for treatment effects; fungicide applied to populations that contained 14.3% of allele mutation increased in frequency to 24.5%, whereas sensitive populations had no change in structure. Untreated controls of the native <i>Ptt</i> population remained genetically stable, yet untreated controls that were inoculated with sensitive <i>Ptt</i> had half the resistance frequency of the native population structure. The trial demonstrates the potential for management to remediate fungicide-resistant pathogen populations, where localized gene flow is minimal, to safeguard chemical crop protection into the future.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"85-96"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142366279","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2025-01-13DOI: 10.1094/PHYTO-04-24-0152-R
Timothy O Jobe, Ibrokhim Y Abdurakhmonov, Mauricio Ulloa, Mohamed Fokar, Zabardast T Buriev, Shukhrat E Shermatov, Abdusalom K Makamov, Dilshod E Usmanov, Mukhtor M Darmanov, Kirk Broders, Margaret L Ellis
{"title":"Molecular Characterization of <i>Fusarium</i> Isolates from Upland Cotton Roots in Uzbekistan and Whole-Genome Comparison with Isolates from the United States.","authors":"Timothy O Jobe, Ibrokhim Y Abdurakhmonov, Mauricio Ulloa, Mohamed Fokar, Zabardast T Buriev, Shukhrat E Shermatov, Abdusalom K Makamov, Dilshod E Usmanov, Mukhtor M Darmanov, Kirk Broders, Margaret L Ellis","doi":"10.1094/PHYTO-04-24-0152-R","DOIUrl":"10.1094/PHYTO-04-24-0152-R","url":null,"abstract":"<p><p><i>Fusarium oxysporum</i> f. sp. <i>vasinfectum</i> (FOV) is a significant cotton (<i>Gossypium</i> spp.) pathogen causing vascular wilt, browning of the vascular tissues, and plant death in the most severe cases. This global disease is responsible for sizeable crop losses annually and is found in many cotton-producing regions, including the Republic of Uzbekistan and the United States. Specifically, FOV race 4 (FOV4) has been disrupting production for years. This study aimed to genetically characterize FOV4 isolates causing disease in the main cotton-producing region of Uzbekistan and compare them with FOV4 isolates from the United States. A field study conducted in the Bukhara region of the Republic of Uzbekistan in the spring of 2022 identified both FOV4 and new <i>Fusarium</i> isolates from Upland cotton exhibiting typical Fusarium wilt symptoms. Molecular markers were initially used to identify isolates of interest, and a phylogenetic analysis was performed using partial <i>EF1-</i>α sequences, followed by a comparative genomic analysis. We also report for the first time the isolation of <i>F</i>. <i>solani</i> and <i>F</i>. <i>commune</i> causing Fusarium wilt in Uzbekistan. Furthermore, we show that the FOV4 population within our sampling region of Uzbekistan may be dominated by a single biotype with an effector profile similar to that of FOV race 7. One of these effector proteins is also present in the <i>F</i>. <i>commune</i> isolate showing virulence to cotton. Whole-genome comparisons between FOV races can identify unique genetic markers for FOV4 and aid in the development of tools for breeding FOV-resistant cotton varieties.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"54-65"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142472982","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2024-12-26DOI: 10.1094/PHYTO-02-24-0064-R
Md Musharaf Hossain, Edel Pérez-López, Christopher D Todd, Yangdou Wei, Peta C Bonham-Smith
{"title":"<i>Plasmodiophora brassicae</i> Effector PbPE23 Induces Necrotic Responses in Both Host and Nonhost Plants.","authors":"Md Musharaf Hossain, Edel Pérez-López, Christopher D Todd, Yangdou Wei, Peta C Bonham-Smith","doi":"10.1094/PHYTO-02-24-0064-R","DOIUrl":"10.1094/PHYTO-02-24-0064-R","url":null,"abstract":"<p><p><i>Plasmodiophora brassicae</i> is an obligate biotroph that causes clubroot disease in cruciferous plants, including canola and Arabidopsis. In contrast to most known bacterial, oomycete, and fungal pathogens that colonize at the host apoplastic space, the protist <i>P</i>. <i>brassicae</i> establishes an intracellular colonization within various types of root cells and secretes a plethora of effector proteins to distinct cellular compartments favorable for the survival and growth of the pathogen during pathogenesis. Identification and functional characterization of <i>P</i>. <i>brassicae</i> effectors has been hampered by the limited understanding of this unique pathosystem. Here, we report a <i>P</i>. <i>brassicae</i> effector, PbPE23, containing a serine/threonine kinase domain, that induces necrosis after heterologous expression by leaf infiltration in both host and nonhost plants. Although PbPE23 is an active kinase, the kinase activity itself is not required for triggering necrosis in plants. PbPE23 shows a nucleocytoplasmic localization in <i>Nicotiana benthamiana</i>, and its N-terminal <sup>25</sup>TPDPAQKQ<sup>32</sup> sequence, resembling the contiguous hydrophilic TPAP motif and Q-rich region in many necrosis and ethylene inducing peptide 1-like proteins from plant-associated microbes, is required for the induction of necrosis. Furthermore, transcript profiling of <i>PbPE23</i> reveals its high expression at the transition stages from primary to secondary infection, suggesting its potential involvement in the development of clubroot disease.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"66-76"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142293749","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}
PhytopathologyPub Date : 2025-01-01Epub Date: 2025-01-09DOI: 10.1094/PHYTO-04-24-0129-R
Jun-Jun Liu, Richard A Sniezko, Sydney Houston, Genoa Alger, Jodie Krakowski, Anna W Schoettle, Robert Sissons, Arezoo Zamany, Holly Williams, Benjamin Rancourt, Angelia Kegley
{"title":"A New Threat to Limber Pine (<i>Pinus flexilis</i>) Restoration in Alberta and Beyond: First Documentation of a <i>Cronartium ribicola</i> Race (<i>vcr4</i>) Virulent to <i>Cr4-</i>Controlled Major Gene Resistance.","authors":"Jun-Jun Liu, Richard A Sniezko, Sydney Houston, Genoa Alger, Jodie Krakowski, Anna W Schoettle, Robert Sissons, Arezoo Zamany, Holly Williams, Benjamin Rancourt, Angelia Kegley","doi":"10.1094/PHYTO-04-24-0129-R","DOIUrl":"10.1094/PHYTO-04-24-0129-R","url":null,"abstract":"<p><p>The coevolution of virulence reduces the effectiveness of host resistance to pathogens, posing a direct threat to forest species and their key ecosystem functions. This is a threat to limber pine (<i>Pinus flexilis</i>), an endangered species in Canada due to rapid decline mainly driven by white pine blister rust caused by <i>Cronartium ribicola</i>. We present the first report of a new, virulent race of <i>C</i>. <i>ribicola</i> (designated <i>vcr4</i>) that overcomes limber pine major gene (<i>Cr4</i>) resistance (MGR). Field surveys found that three parental trees (pf-503, pf-508, and pf-2015-0070) were cankered with white pine blister rust in Alberta, but their progenies showed MGR-related phenotypic segregation postinoculation with an avirulent race of <i>C</i>. <i>ribicola</i> (<i>Avcr4</i>). Genotyping of their progenies using <i>Cr4</i>-linked DNA markers and a genome-wide association study provided additional support that these cankered parental trees had <i>Cr4</i>-controlled MGR. To confirm the presence of <i>vcr4</i>, aeciospores were collected from the cankered pf-503 tree to inoculate resistant seedlings that had survived prior inoculation using the <i>Avcr4</i> race, as well as seedlings of two U.S. seed parents, one previously confirmed with MGR (<i>Cr4</i>) and one without MGR, respectively. All inoculated seedlings showed clear stem symptoms, confirming that the virulent race is <i>vcr4</i>. These results provide insights into the evolution of <i>C</i>. <i>ribicola</i> virulence and reinforce caution on deployment of <i>Cr4-</i>controlled MGR. The information will be useful for designing a breeding program for durable resistance by layering both R genes with quantitative trait loci for resistance to white pine blister rust in North America.</p>","PeriodicalId":20410,"journal":{"name":"Phytopathology","volume":" ","pages":"44-53"},"PeriodicalIF":2.6,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142352510","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}