RESUMEN
Hop production utilizes exclusively female plants, whereas male plants only serve to generate novel variation within breeding programs through crossing. Currently, hop lacks a rapid and accurate diagnostic marker to determine whether plants are male or female. Without a diagnostic marker, breeding programs may take 1-2 years to determine the sex of new seedlings. Previous research on sex-linked markers was restricted to specific populations or breeding programs and therefore had limited transferability or suffered from low scalability. A large collection of 765 hop genotypes with known sex phenotypes, genotyping-by-sequencing, and genome-wide association mapping revealed a highly significant marker on the sex chromosome (LOD score = 208.7) that predicted sex within our population with 96.2% accuracy. In this study, we developed a PCR allele competitive extension (PACE) assay for the diagnostic SNP and tested three quick DNA extraction methodologies for rapid, high-throughput genotyping. Additionally, the marker was validated in a separate population of 94 individuals from 15 families from the USDA-ARS hop breeding program in Prosser, WA with 96% accuracy. This diagnostic marker is located in a gene predicted to encode the basic helix-loop-helix transcription factor protein, a family of proteins that have been previously implicated in male sterility in a variety of plant species, which may indicate a role in determining hop sex. The marker is diagnostic, accurate, affordable, and highly scalable and has the potential to improve efficiency in hop breeding.
Asunto(s)
Estudio de Asociación del Genoma Completo , Fitomejoramiento , Humanos , Mapeo Cromosómico , Fenotipo , GenotipoRESUMEN
KEY MESSAGE: Two QTL were identified using linkage mapping approaches, one on hop linkage group 3 (qHl_Chr3.PMR1) associated with powdery mildew resistance and a second on linkage group 10 (cqHl_ChrX.SDR1) associated with sex determination. Hop (Humulus lupulus L.) is a dioecious species cultivated for use in beer. Hop powdery mildew, caused by Podosphaera macularis, is a constraint in many growing regions. Thus, identifying markers associated with powdery mildew resistance and sex provides the opportunity to pyramid R-genes and select female plants as seedlings, respectively. Our objectives were to characterize the genetic basis of R1-mediated resistance in the cultivar Zenith which provides resistance to pathogen races in the US, identify quantitative trait loci (QTL) associated with R1 and sex, and develop markers for molecular breeding-based approaches. Phenotypic evaluation of the population indicated that R1-based resistance and sex are inherited monogenically. We constructed a genetic map using 1339 single nucleotide polymorphisms (SNPs) based upon genotype-by-sequencing of 128 F1 progeny derived from a Zenith × USDA 21058M biparental population. SNPs were assigned to 10 linkage groups comprising a map length of 1204.97 cM with an average density of 0.94 cM/marker. Quantitative trait locus mapping identified qHl_Chr3.PMR1, associated with R1 on linkage group 3 (LOD = 23.57, R2 = 57.2%), and cqHl_ChrX.SDR1, associated with sex on linkage group 10 (LOD = 5.42, R2 = 25.0%). Kompetitive allele-specific PCR (KASP) assays were developed for both QTL and assessed against diverse germplasm. Our results indicate that KASP markers associated with R1 may be limited to materials that are pedigree-related to Zenith, whereas markers associated with sex may be transferable across populations. The high-density map, QTL, and associated KASP markers will enable selecting for sex and R1-mediated resistance in hop.
Asunto(s)
Humulus , Sitios de Carácter Cuantitativo , Humulus/genética , Enfermedades de las Plantas/genética , Mapeo Cromosómico/métodos , Genotipo , Resistencia a la Enfermedad/genéticaRESUMEN
Halo blight, caused by Diaporthe humulicola, is an emerging issue in hop production in the Upper Midwestern and Eastern North America. Reports of halo blight thus far have included Connecticut, Michigan, New York, and Quebec (Allan-Perkins et al.; Hatlen et al. 2022; Higgins et al. 2021; Sharma et al. 2022). In August 2020, brownish-gray necrotic foliar lesions and damaged cones were observed in an experimental hopyard consisting of a breeding population of hop plants grown at the University of Minnesota - Southern Research and Outreach Center in Waseca, MN. The foliar lesions consisted of necrotic concentric circles with some possessing chlorotic halos. Damage to the cones often appeared as reddish brown as bands around cone midsections, scattered on bracts and bracteoles, and in severe cases near entire cones. Disease incidence within the experimental hopyard was observed on >50% of hop plants. No pycnidia were observed on leaves or cones following collection of samples. A total of eleven samples were obtained from diseased leaves or cones. Symptomatic plant tissue was surface-sterilized and sections excised from the leading edge of lesions were plated onto potato dextrose agar (PDA). Fungal growth was hyphal tipped and incubated at 22° C under a 12-h photoperiod for a period of 21 days (Hatlen et al 2022). Culture characteristics on PDA included raised white to light gray mycelium with irregular pycnidia distribution over the surface. DNA was extracted from mycelia using the MagMAX Plant DNA Isolation Kit (Applied Biosystems, Foster City, CA). A representative isolate (M4N) was selected for DNA amplification and bi-directional Sanger sequencing using the following primers ITS1/ITS4 (ITS) for the internal transcribed spacer, CYLH3F/H3-1b for histone 3 (HIS), and Ef1728f/EF1-986R for translation elongation factor 1-α (TEF) (Carbone and Kohn 1999; Glass and Donaldson 1995; White et al. 1990). Following amplification and sequencing, reads were trimmed and assembled using Geneious Prime (Biomatters, New Zealand). BLASTn analysis revealed that the ITS (GenBank Accession OQ144379), HIS (GenBank Accession OQ256246), and TEF (GenBank Accession OQ256245) were 99 - 100% identical to D. humulicola sequences (MN152927, MN180213, MN180207) infecting hop in other US regions (Allan-Perkins et al. 2019; Hatlen et al. 2022). To complete Koch's postulates, two sets each of six 3-month old plants of the hop cv. 'Chinook' were inoculated with either 50 mL of conidial suspension (6 x 105 conidia/mL) derived from pycnidia harvested from 28-day old cultures or with water as a negative control. Following inoculation, plants were then grown in a greenhouse at 100% relative humidity at 22°C with a 14-h photoperiod. Light brown lesions with concentric circles appeared on the adaxial side of the leaf after 3 weeks but were not observed on mock-inoculated plants. We subsequently re-isolated D. humulicola from 100% of infected leaves which was identified based upon colony and conidial morphology using descriptions from Higgins et al. (2021). alpha-conidia (n = 20) averaged 10.96 µm ± 1.12 in length and 5.11 µm ± 0.67 in width, were unicellular and hyaline. No beta-conidia were observed, consistent with previous reports of this pathogen. No disease symptoms appeared on mock-inoculated plants, and D. humulicola was not recovered from mock-inoculated plants. There is significant concern regarding the increasing prevalence of D. humulicola as an emerging pathogen affecting hop production across the Midwestern and Great Lakes region of North America. Future research is needed to determine differences in hop varietal susceptibility and fungicide efficacy for management of this disease.
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Blueberries (Vaccinium sect. Cyanococcus) are a dietary source of phenolic acids, including chlorogenic acid (CGA) and related compounds such as acetylated caffeoylquinic acid (ACQA) and caffeoylarbutin (CA). These compounds are known to be potent antioxidants with potential health benefits. While the chemistry of these compounds has been extensively studied, the genetic analysis has lagged behind. Understanding the genetic basis for traits with potential health implications may be of great use in plant breeding. By characterizing genetic variation related to fruit chemistry, breeders can make more efficient use of plant diversity to develop new cultivars with higher concentrations of these potentially beneficial compounds. Using a large interspecific F1 population, developed from a cross between the temperate V. corymbosum var. ceasariense and the subtropical V. darrowii, with 1025 individuals genotyped using genotype-by-sequencing methods, of which 289 were phenotyped for phenolic acid content, with data collected across 2019 and 2020, we have identified loci associated with phenolic acid content. Loci for the compounds clustered on the proximal arm of Vc02, suggesting that a single gene or several closely associated genes are responsible for the biosynthesis of all four tested compounds. Within this region are multiple gene models similar to hydroxycinnamoyl CoA shikimate/quinate hydroxycinnamoyltransferase (HCT) and UDP glucose:cinnamate glucosyl transferase (UGCT), genes known to be involved in the CGA biosynthesis pathway. Additional loci on Vc07 and Vc12 were associated with caffeoylarbutin content, suggesting a more complicated biosynthesis of that compound.
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Obligately biotrophic plant pathogens pose challenges in population genetic studies due to their genomic complexities and elaborate culturing requirements with limited biomass. Hop powdery mildew (Podosphaera macularis) is an obligately biotrophic ascomycete that threatens sustainable hop production. P. macularis populations of the Pacific Northwest (PNW) United States differ from those of the Midwest and Northeastern United States, lacking one of two mating types needed for sexual recombination and harboring two strains that are differentially aggressive on the cultivar Cascade and able to overcome the Humulus lupulus R-gene R6 (V6), respectively. To develop a high-throughput marker platform for tracking the flow of genotypes across the United States and internationally, we used an existing transcriptome of diverse P. macularis isolates to design a multiplex of 54 amplicon sequencing markers, validated across a panel of 391 U.S. samples and 123 international samples. The results suggest that P. macularis from U.S. commercial hop yards form one population closely related to P. macularis of the United Kingdom, while P. macularis from U.S. feral hop locations grouped with P. macularis of Eastern Europe. Included in this multiplex was a marker that successfully tracked V6-virulence in 65 of 66 samples with a confirmed V6-phenotype. A new qPCR assay for high-throughput genotyping of P. macularis mating type generated the highest resolution distribution map of P. macularis mating type to date. Together, these genotyping strategies enable the high-throughput and inexpensive tracking of pathogen spread among geographical regions from single-colony samples and provide a roadmap to develop markers for other obligate biotrophs.