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Research Paper

Comprehensive proteomic analysis of exoproteins expressed by ERIC I, II, III and IV Paenibacillus larvae genotypes reveals a wide range of virulence factors

ORCID Icon, ORCID Icon, , ORCID Icon, & ORCID Icon
Pages 363-375 | Received 08 Oct 2018, Accepted 28 Mar 2019, Published online: 18 Apr 2019

Figures & data

Figure 1. Two heatmaps that visualize the proteome differences in exoproteins of the four genotypes. a) Heatmap generated after the missing values were replaced by the constant “0.” The presentation demonstrates that the number of proteins was not detected in all 7 biological replicates (denoted with a–g) within the genotype. b) Heatmap was generated after the missing values were replaced from a normal distribution, and the data were subtracted using a Z-score. Both data evaluation methods provide similar results in which ERIC I clusters separately from ERICs II–IV, which likely corresponds to the difference in the efficiency at which these genotypes kill honeybee larva. Overall, the results indicate a similarity between ERIC III and IV and a substantial difference between ERIC I and II.

Figure 1. Two heatmaps that visualize the proteome differences in exoproteins of the four genotypes. a) Heatmap generated after the missing values were replaced by the constant “0.” The presentation demonstrates that the number of proteins was not detected in all 7 biological replicates (denoted with a–g) within the genotype. b) Heatmap was generated after the missing values were replaced from a normal distribution, and the data were subtracted using a Z-score. Both data evaluation methods provide similar results in which ERIC I clusters separately from ERICs II–IV, which likely corresponds to the difference in the efficiency at which these genotypes kill honeybee larva. Overall, the results indicate a similarity between ERIC III and IV and a substantial difference between ERIC I and II.

Figure 2. Two PCA charts that illustrate the proteome differences in exoproteins of the four genotypes. Each of the symbols represents one biological replicate, and the analysis clearly demonstrates the homogeneity of the samples or analyses. The same numerals used to generate the heatmaps in and were used to produce the charts in Figures 2(a,b), respectively. The similarity in ERIC III and IV and separate positions of ERIC II and ERIC I are clearly demonstrated.

Figure 2. Two PCA charts that illustrate the proteome differences in exoproteins of the four genotypes. Each of the symbols represents one biological replicate, and the analysis clearly demonstrates the homogeneity of the samples or analyses. The same numerals used to generate the heatmaps in Figure. 1(a) and Figure 1(b) were used to produce the charts in Figures 2(a,b), respectively. The similarity in ERIC III and IV and separate positions of ERIC II and ERIC I are clearly demonstrated.

Table 1. Selected proteins represent the major known or novel candidate protein-derived virulence factors of the P. larvae ERIC I–IV genotypes. The relative mean of log2-transformed protein abundance is provided, and the white square indicates that the protein was not detected. The first UniProt protein ID (as listed in Table S1), curated protein name, description and conserved domains for the proteins are also provided. The abbreviation s.f. indicates superfamily. For the lists of UniProt protein IDs and next potential markers, see the Excel file Table S1.

Supplemental material

Supplemental Material

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Supplemental Material

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