Mulberry (Morus alba L.) has been grown worldwide as a crop for silkworm rearing for over five thousand years (Jiao et al. 2020). In July 2021, a leaf spot disease was observed on mulberry leaves i...

Identifying the early predictive biomarkers or compounds represents a pivotal task for guiding a targeted agricultural practice. Despite the various available tools, it remains challenging to define the ideal compound combination and thereby elaborate an effective predictive model fitting that. Hence, we employed a stepwise feature selection approach followed by a maximum relevance and minimum redundancy (MRMR) on the untargeted metabolism in four mulberry genotypes at different fruit developmental stages (FDSs). Thus, we revealed that 7 out of 226 differentially abundant metabolites (DAMs) explained up to 80% variance of anthocyanin based on linear regression model and stepwise feature selection approach accompanied by an MRMR across the genotypes over the FDSs. Among them, the phosphoenolpyruvate, d-mannose and shikimate show the top 3 attribution indexes to the accumulation of anthocyanin in the fruits of these genotypes across the four FDSs. The obtained results were further validated by assessing the regulatory genes expression levels and the targeted metabolism approach. Taken together, our findings provide valuable evidences on the fact that the anthocyanin biosynthesis is somehow involved in the coordination between the carbon metabolism and secondary metabolic pathway. Our report highlights as well the importance of using the feature selection approach for the predictive biomarker identification issued from the untargeted metabolomics data.

Mulberry (Morus alba L.) has been cultivated for thousands of years in many temperate regions in East Asia and is commonly used to feed silkworms. In May 2021, 5 to 8% incidence of stem blight on 4-year-old mulberry 'Nongsang 14' was observed in several orchards in Nanzhang County, Hubei Province, China. The roots and stems showed symptoms of vascular discoloration, and the tender new shoots, surrounded by white hyphae, were detached easily. Symptomatic stem tissues (5 mm × 5 mm) were excised from the border between diseased and healthy tissues, surface sterilized in a 75% ethanol solution for 30 s and 2.5% sodium hypochlorite for 1.5 min, washed three times in sterile distilled water, then placed on potato dextrose agar (PDA, 250 g potatoes, 2% dextrose, 1.6% agar), and incubated at 25°C in darkness. Two isolates (Bq2 and Bq3) were subcultured using the single-spore method. On PDA, colonies were cottony, with whitish aerial mycelium and the daily growth rate was 4.25 to 5.50 mm/day at 25°C in darkness. On carnation leaf agar, macroconidia were fusiform with slightly curved apical cells and foot-shaped basal cells, three to five septate, measuring 47.5 to 80.3 × 3.6 to 5.6 μm (average 68.7 × 4.7 μm, n = 30). On spezieller nährstoffarmer agar, microconidia were produced in false heads on monophialides, mostly 0-septate, oval, obovoid, or reniform in shape, measuring 5.1 to 10.7 × 2.7 to 5.3 μm (average 8.5 × 3.3 μm, n = 30). Chlamydospores were 4.9 to 11.0 μm in diameter (average 6.8 μm, n = 30), round shaped, thick-walled, and produced individually or in pairs or in chains. For molecular identification, the ribosomal internal transcribed spacers (ITS), translation elongation factor 1α (EF-1α), 28S large subunit nrDNA (LSU), and calmodulin (CAM) genes were amplified and sequenced with primers ITS1/ITS4 (White et al. 1990), EF1H/EF2T (O'Donnell et al. 1998), LR0R/LR5 ( Vilgalys and Hester 1990; Vilgalys and Sun 1994), and CL1/CL2A (Geiser et al. 2021; Wang et al. 2011), respectively. The sequences were deposited in GenBank (OQ711943-OQ711944 for ITS, OQ722438- Q722439 for EF-1α, OQ722441-OQ722442 for CAM, and OR116152-OR116153 for LSU). A maximum-likelihood phylogenetic analysis based on multilocus sequences was conducted using MEGA7, which showed that the two isolates grouped into a clade with Neocosmospora mori (previously Fusarium solani species complex) supported by a high bootstrap value (85%), and hence, they were identified as N. mori based on morphological and molecular analyses (Brooks et al. 2022; Crous et al. 2021; Lombard et al. 2015; Zeng and Zhuang 2023). To complete Koch's postulates, three healthy 2-month-old seedlings grown in sterile peat mix were removed from pots and the roots were washed in sterile water. Each plant was inoculated by dipping wounded and unwounded roots in a spore suspension (1 × 10⁷ conidia/ml) for 20 min, and then 10 mL of the spore suspension was poured over the roots of each seedling after transplanting. Three plants were treated with sterilized water as a control. The tested plants were then kept in a plastic box containing sterile water and incubated at 25°C in a 12 h/12 h light/dark cycle. The pathogenicity assay was repeated three times for each isolate. Root and stem blight was observed 10 days after inoculation, while the control plants were asymptomatic. Furthermore, fungi with morphological characteristics of N. mori were only reisolated from the symptomatic stems and sequences of LSU matched those of isolates Bq2 and Bq3. This pathogen has been reported previously causing stem blight on mulberry trees in Japan and South Korea (Sandoval-Denis et al. 2019), but to our knowledge, this is the first report of N. mori causing root rot and stem blight of mulberry in China. This report will facilitate the development of effective control strategies for the disease.

Mulberry fruit sclerotiniose is a prevalent disease caused by the fungal species Ciboria shiraiana, C. carunculoides, and Scleromitrula shiraiana of the order Helotiales, and severely affects the production of mulberry. However, these species have only been identified using morphological and rDNA-ITS sequence analyses, and their genetic variation is unclear. To address this, morphological and two-locus (ITS and RPB2) phylogenetic analyses were conducted using culture-dependent and independent methods for 49 samples from 31 orchards across four provinces in China. Illumina MiSeq sequencing was used to assess the fungal communities obtained from fruits varying in disease severity and color from an orchard in Wuhan. Conidial suspensions of C. shiraiana and C. carunculoides isolated from diseased fruits, diseased fruits affected with hypertrophy and pellet sorosis sclerotiniose, and mycelia of Sclerotinia sclerotiorum were determined to be pathogenic to the mulberry cultivar YSD10. However, fruits inoculated with S. sclerotiorum mycelia exhibited nontypical disease symptoms, and mycelia and conidia obtained from C. carunculoides and S. shiraiana strains were not pathogenic. Maximum parsimony and Bayesian analyses using the sequences of the assessed loci indicated species variability with no evidence of geographic specialization. Metagenomic analysis revealed that the diversity of fungal communities was reduced with disease progression. Furthermore, within a single fruit, the presence of two Ciboria spp. was detected. These results provide novel insights into Ciboria spp., revealing the secondary infections caused by conidia in diseased fruits, genetic variations of the pathogens, and the occurrence of coinfection. This improved understanding of fungal pathogens will aid in developing effective disease control strategies.