Hyaloperonospora parasitica is a global pathogen that can cause leaf necrosis and seedling death, severely threatening the quality and yield of cabbage. However, the genome sequence and infection mechanisms of H. parasitica are still unclear. Here, we present the first whole-genome sequence of H. parasitica isolate BJ2020, which causes downy mildew in cabbage. The genome contains 4631 contigs and 9991 protein-coding genes, with a size of 37.10 Mb. The function of 6128 genes has been annotated. We annotated the genome of H. parasitica strain BJ2020 using databases, identifying 2249 PHI-associated genes, 1538 membrane transport proteins, and 126 CAZy-related genes. Comparative analyses between H. parasitica, H.arabidopsidis, and H. brassicae revealed dramatic differences among these three Brassicaceae downy mildew pathogenic fungi. Comprehensive genome-wide clustering analysis of 20 downy mildew-causing pathogens, which infect diverse crops, elucidates the closest phylogenetic affinity between H. parasitica and H. brassicae, the causative agent of downy mildew in Brassica napus. These findings provide important insights into the pathogenic mechanisms and a robust foundation for further investigations into the pathogenesis of H. parasitica BJ2020.

Calmodulin (CaM) and calmodulin-like proteins (CMLs) are crucial for calcium signal transduction in plants. Although CaM/CML genes have been extensively studied in various plant species, research on these genes in Brassica oleracea is still limited. In this study, 14 BoCaM and 75 BoCML genes were identified in the B. oleracea genome through a genome-wide search. Phylogenetic analysis categorized these genes, along with their homologs in Arabidopsis and rice, into six distinct groups. All BoCaM/BoCML genes were unevenly distributed across the nine chromosomes of B. oleracea, with 52 of them lacking introns. Collinearity analysis revealed that CaM/CML genes in Arabidopsis are present in multiple copies in the B. oleracea genome. Moreover, the majority of BoCaM/BoCML genes exhibited distinct expression patterns across the different tissues, indicating their role in the growth and development of B. oleracea. A clustering heatmap of BoCaM/BoCML gene expression showed distinct patterns before and four days after Hyaloperonospora parasitica infection, dividing the genes into five groups based on their expression patterns. Notably, BoCML46-2 is significantly downregulated in both susceptible and resistant materials, suggesting that it plays an important role in responding to H. parasitica infection. This study conducted a comprehensive survey of the BoCaM/BoCML gene family in B. oleracea. It could serve as a theoretical foundation for further functional identification and utilization of family members and their role in the interaction between B. oleracea and H. parasitica.

Nuclear Factor Y (NF-Y) transcription factors play pivotal roles in plant adaptation to abiotic stress, yet their genomic landscape and functional mechanisms in cabbage (Brassica oleracea var. capitata L.) remain underexplored. Here, we performed a genome-wide identification of the NF-Ys in cabbage, identifying 53 BoNF-Ys classified into three subfamilies: 20 BoNF-YAs, 22 BoNF-YBs, and 11 BoNF-YCs. Phylogenetic clustering revealed evolutionary conservation with their Arabidopsis orthologs. Domain analysis revealed that all BoNF-YA members contain the CBF_NF-YA domain, while all BoNF-YB and BoNF-YC members possess the CBFD_NFYB_HMF conserved domain. The BoNF-Y genes were named according to their chromosomal locations. Bioinformatic analysis showed that BoNF-Y proteins range in size from 131 to 642 amino acids, with molecular weights of 14.82–73.18 kDa, theoretical pI values of 4.57–9.96, instability indices between 33.02 and 73.48, aliphatic indices of 45.3–86.26, and grand average of hydropathicity (GRAVY) values ranging from −1.139 to −0.367. Promoter cis-element profiling uncovered stress- and hormone-responsive motifs, including abscisic acid-responsive elements (ABREs), TC-rich repeats, and ethylene-responsive elements (EREs). RNA sequencing (RNA-seq) and quantitative reverse transcription polymerase chain reaction (qRT-PCR) conducted under salt stress (256 mM) identified three salt-responsive candidate genes (BoNF-YA14, BoNF-YB9, and BoNF-YC8). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses highlighted significantly expressed genes’ roles in MAPK signaling, proline metabolism, and phytohormone transduction pathways. This study conducted a comprehensive survey of the BoNF-Y gene family in cabbage. It could serve as a theoretical foundation for further functional identification and utilization of BoNF-Y family members and their role in the interaction between cabbage and salt stress.

Callose synthase (CALS) genes are known to play critical roles in microspore development and in plant responses to diverse biotic and abiotic stresses. While the role of CALS genes has been extensively characterized in several plant species, their homologs in Brassica oleracea (BoCALS) remain understudied. In this study, 15 BoCALS genes were identified in B. oleracea genome, distributed across eight chromosomes. All BoCALS proteins contain Glucan-synthase and Fks1 domains. Phylogenetic analysis grouped BoCALS and their homologs from Arabidopsis thaliana and Brassica rapa into three distinct Clusters (Ⅰ–Ⅲ), revealing conserved evolutionary relationships within the Brassicaceae family. Collinearity analysis showed that AtCALS genes of Arabidopsis have multiple orthologs in B. oleracea. Analysis of RNA-Seq data from public databases suggested that most of the BoCALS genes exhibit tissue-specific expression patterns, indicating their potential roles in organ differentiation and development. QRT-PCR analysis elucidated a different expression level of BoCALS genes in response to Hyaloperonospora parasitica infection. Notably, BoCALS6 expression was significantly higher in resistant varieties compared to susceptible varieties and further up-regulated following H. parasitica infection, indicating its potential role in downy mildew resistance. This study presents the first comprehensive characterization of BoCALS gene family in B. oleracea and provides a foundation for further functional investigations into their roles in downy mildew resistance.