Biocontrol activity in vitro and in vivo
As illustrated in Fig. 1, B. arboris PN-1 demonstrated a remarkable inhibition of mycelial growth in culture media. The control pathogen colony exhibited a diameter of 8.06 cm, while pathogen colony inoculated with the PN-1 plate had a diameter of 2.39 cm, resulting in an inhibition rate of 70.32% (Fig. 1). These findings strongly suggest that PN-1 holds the potential to suppress root rot in Sanqi.
To validate this hypothesis, greenhouse experiments were conducted, revealing that PN-1 significantly controlled root rot in Sanqi. After inoculating Fs, PN-1 + Fs treatment exhibited a significant enhancement in plant biomass. Plant height, fresh weight, and dry weight improved by 41.42%, 52.99%, and 52.43%, respectively, compared to the Fs treatment alone. Moreover, the plant height, fresh weight, and dry weight of the PN-1 treatment surpass the other three conditions. Visible differences were observed in Sanqi plants treated with Fs, exhibiting weaker growth, yellowing leaves, and significantly fewer and shorter fibrous roots compared to the control, PN-1, and PN-1 + Fs treatments (Fig. 2A, B). The disease index highlighted a substantial reduction in Di for the PN-1 + Fs treatment, decreasing by 58.90% compared to Fs (86.25%), with a corresponding RCE of 68.29% (Table 1).
Table 1
Evaluation of B. arboris PN-1 greenhouse biocontrol efficacy against F. solani
Treatment | Plant Height (cm) | Root Fresh Weight (g) | Root dry weight (g) | Disease Index (Di %) | Relative control Effect (RCE %) |
CK | 23.99 ± 0.11b | 7.27 ± 0.28c | 1.47 ± 0.03b | - | - |
PN-1 | 27.86 ± 0.20a | 9.81 ± 0.21a | 1.89 ± 0.04a | - | - |
Fs | 17.77 ± 0.28c | 5.36 ± 0.35d | 1.03 ± 0.07c | 86.25 ± 2.88a | - |
PN-1 + Fs | 25.13 ± 0.28b | 8.20 ± 0.15b | 1.57 ± 0.03b | 27.35 ± 1.99b | 68.29 |
Overview of the Genome of B. arboris PN-1
The complete genome sequence of B. arboris PN-1 was determined with the aim of exploring its biocontrol mechanisms and applications in sustainable agriculture. The PN-1 genome is comprised of three circular chromosomes, measuring 3,651,544 bp, 1,355,460 bp, and 3,471,056 bp, with an average GC content of 66.81% (Fig. 3). No plasmids were identified. Notably, the PN-1 genome was predicted to contain 7,550 protein-coding genes, along with 18 rRNAs, and 70 tRNAs. Furthermore, four CRISPRs and genomic islands were identified within the genome. Annotation of genes against various databases revealed the following counts: NR (7,479), Swiss-Prot (4,348), COG (6,290), GO (5,709), and KEGG (2,833).
Utilizing the COG database, 6,290 genes from B. arboris PN-1 were categorized into 23 COG functional groups (Fig. 4A). The group with unknown function represented the largest category (1,124 genes, comprising 17.87% of all CDSs), followed by transcription. Conversely, only a limited number of genes were assigned to the RNA processing and modification category. In terms of GO annotation, a total of 5,709 genes were classified into 40 functional groups, with a predominant representation in biological process-related groups (Fig. 4B). Within the biological process category, the highest number of genes was associated with metabolic processes, constituting 57.78% of the total. According to KEGG annotation, 2,833 genes (37.52% of all CDS) were assigned to 49 KEGG pathways, with the majority allocated to metabolism pathways. Among these pathways, biosynthesis of amino acids (155 genes, 2.05% of all CDS) emerged as the most represented, followed by carbon metabolism and metabolism of purine pathways (Fig. 4C).
Whole-Genome Phylogenetic Analysis of B. arboris
To elucidate the genetic relationship of B. arboris PN-1 with other strains, a phylogenetic tree was constructed based on single copy homologous genes, utilizing seven publicly available complete genome sequences. The genetic distance revealed that PN-1 was most closely related to B. arboris AU14372, B. arboris LMG24066, and B. arboris MEC_B345 (Fig. 5A). The accurate systematic position of PN-1 as B. arboris was confirmed through phylogenetic analysis. To further validate these findings, ANI values were calculated for different strains. PN-1 exhibited the highest ANI value with B. arboris AU14372 at 99.51%, followed by B. arboris LMG24066 and B. arboris MEC_B345 with values of 99.50% and 99.45%, respectively. ANI values between PN-1 and the other four B. arboris strains ranged from 92.30 to 96.23% (Fig. 5B). Based on these analyses, strain PN-1 was conclusively identified as B. arboris.
To assess the evolutionary distance among B. arboris strains, a comparison of their whole genome sequences was conducted using Mauve (Fig. 6). Progressive Mauve Align revealed a highly conserved synteny between B. arboris PN-1 and strains B. arboris AU14372, B. arboris LMG24066, and B. arboris MEC_B345. Notably, 33, 74, and 5 LCBs with minimum weights of 183, 191, and 581,630 were identified between B. arboris PN-1 and these three strains, respectively. Comparing the genome of B. arboris PN-1 with that of B. Arboris AU14372, partial heterotopy and inversion were observed. However, B. arboris LMG24066 exhibited large-scale sequence rearrangements or inversions compared to the B. arboris PN-1 genome. These findings align with the results from genome distance calculations and phylogenetic tree analysis, collectively supporting the genetic relationships among these B. arboris strains.
The Pan-Genome Features of B. arboris
To elucidate the core and variable gene pool among B. Arboris PN-1 and seven other sequenced B. arboris strains, a pan-genome analysis was carried out using the Bacterial Pan Genome Analysis (BPGA) software. The combined pan-genome size was determined to be 9,256 genes. The analysis revealed distinct categories, including the core genome, which comprises 4,628 genes (50%) shared across all strains, the accessory genome consisting of 2,144 genes present in some, but not all strains, and the unique genome encompassing 284 genes specific to B. Arboris PN-1 (Fig. 7A). Additionally, the count of unique genes in each strain was as follows: 284 (B. arboris PN-1), 206 (B. arboris AU1125 206), 169 (B. arboris AU14372), 501 (B. arboris AU37640), 1190 (B. arboris AU38796), 193 (B. arboris BCC0049), 156 (B. arboris LMG24066), and 272 (B. arboris MEC_B345 272). These findings indicate a high degree of homology among the eight strains, while also revealing evolutionary differences manifested in unique genes.
The core-genome and pan-genome sizes among B. arboris PN-1 and seven other B. arboris strains were calculated by extrapolation of the selected genome data. The pan-genome curves of B. arboris were effectively modeled by Heaps law mathematical functions: y = 6857.16 x0.21, where y represents the pan-genome size and x refers to the number of sequenced genomes. The dilution curve of core-pan proteins showed that the pan-genome of B. arboris is still open but may close in the near future. According to these equations, the pan-genome size of B. arboris appears to reach infinity when the number of genomes increases to infinity (Fig. 7B). The concept of an infinite pan-genome for B. arboris implies that the bacteria will likely continue acquiring new genes as they evolve independently over evolutionary time.
Genome CAZymes analysis of B. arboris PN-1
CAZyme prediction for B. arboris PN-1 revealed a repertoire of 265 CAZyme genes, distributed across various classes: 61 Glycoside Hydrolases (GHs), 86 Glycosyl Transferases (GTs), 58 Carbohydrate Esterases (CEs), 35 Auxiliary Activities (AAs), 5 Polysaccharide Lyases (PLs), and 20 Carbohydrate-Binding Modules (CBMs). These enzymes play crucial roles, such as catalyzing glycosidic bond cleavage, facilitating glycosyl group transfer, and aiding in carbohydrate substrate binding. (Fig. 8). A comprehensive classification assigned the 265 genes to 72 CAZyme families. Notably, the CE1 family emerged as the most abundant, comprising 29 members. The CBM50 family, with 10 members, contributes to the antifungal activity by binding to the chitinous component of the fungal cell wall. Within the GH family, specific enzymes such as β-glucosidases (GH3), cellulases (GH5), Glucosidases (GH4 and GH13_29), chitinases (GH23 and GH18), and glucanases (GH5_2 and GH16) exhibited potential antifungal activities. These findings underscore the significant role of CAZymes in B. arboris PN-1 in exerting antifungal activity.