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. 2022 Oct 13;17(10):e0275749.
doi: 10.1371/journal.pone.0275749. eCollection 2022.

Subtractive genomic analysis for computational identification of putative immunogenic targets against clinical Enterobacter cloacae complex

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Subtractive genomic analysis for computational identification of putative immunogenic targets against clinical Enterobacter cloacae complex

Negin Bolourchi et al. PLoS One. .

Abstract

Background: Enterobacter is a major nosocomial genus of Enterobacteriaceae responsible for a variety of nosocomial infections, particularly in prolonged hospitalized patients in the intensive care units. Since current antibiotics have failed treating colistin- and carbapenem-resistant Enterobacteriaceae, efforts are underway to find suitable alternative strategies. Therefore, this study conducted a reverse vaccinology (RV) to identify novel and putative immunogenic targets using core proteome of 20 different sequence types (STs) of clinical Enterobacter spp. Moreover, we introduced a structural-based approach for exploration of potential vaccine candidates against the Enterobacteriaceae family using their conserved domain analysis.

Results: A number of 2616 core coding sequences (CDSs) were retrieved from 20 clinical strains of Enterobacter spp. with a similarity of ≥ 50%. Nine proteins with a score of ≥ 20 considered as the shortlisted proteins based on the quartile scoring method, including three TonB-dependent receptors, WP_008500981.1, WP_058690971.1 and WP_058679571.1; one YjbH domain-containing protein, WP_110108068.1; three flagellar proteins, WP_088207510.1, WP_033145204.1 and WP_058679632.1; one spore-coat U domain-containing protein, WP_039266612.1; and one DD-metalloendopeptidase family protein, WP_025912449.1. In this study, proteins WP_058690971.1 and WP_110108068.1 were detected as the top candidates with regard to immune stimulation and interactions with TLRs. However, their efficacy is remaining to be evaluated experimentally.

Conclusions: Our investigation introduced common ferrichrome porins with high sequence similarity as potential vaccine candidates against the Enterobacteriaceae family. These proteins belong to the iron acquisition system and possess all criteria of suitable vaccine targets. Therefore, they need to be specifically paid attention for vaccine development against clinically important members of Enterobacteriaceae family.

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Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1
A. The whole genomic multiple sequence alignment of 20 different clinical Enterobacter spp. isolates. The results showed their high similarity. B. The phylogenetic dendrogram based on cg-MLST using 1680 genes with ≥ 95% sequence similarity. The results indicated a close ancestral relationship between different members of Enterobacter spp. A number of 2616 core coding sequences were retrieved from their genome with ≥ 50% similarity.
Fig 2
Fig 2
A. The distribution of pan/core gene families of 20 clinical Enterobacter species. The pan/core gene profiling of ECC strains indicated that the number of pan gene families differs meaningfully among the strains. While, the distribution of core gene families was almost close. B. The functional classification of core, accessory and unique genes among 20 clinical Enterobacter species. The orthologous core, accessory and unique genes were clustered in 19 known functional classes and one unknown class.
Fig 3
Fig 3. The workflow used for the identification of putative immunogenic candidates against E. cloacae complex.
Fig 4
Fig 4
A. The comparison of 37 proteins of E. cloacae complex based on the quartile method. Nine proteins with a score of ≥ 20 were considered as the shortlisted proteins based on the following eight properties: adhesion probability, antigenicity index, hydropathy index, instability index, functional class (virulence, cellular process, information and storage, and metabolic molecule), B-cell epitopes ratio, T-cell epitopes ratio, and the number of conformational B-cell epitopes. B. The comparison of immunological responses induced by nine shortlisted vaccine candidates against E. cloacae complex as well as their binding affinity to TLRs. The results showed that five proteins including WP_058690971.1, WP_110108068.1, WP_033145204.1, WP_058679632.1 and WP_025912449.1 could stimulate the production of IFN-γ, IgM, IgG1. Among these, WP_058690971.1 and WP_110108068.1 had the highest binding affinity to TLR-1, 2 and 4.
Fig 5
Fig 5. The tertiary structure and conformational B-cell epitopes of nine shortlisted proteins against E. cloacae complex.
Nine proteins with a score of ≥ 20 were subtracted. The shortlisted putative candidates were as follows: five outer membrane proteins including WP_008500981.1 (TonB-dependent siderophore receptor), WP_058690971.1 (TonB-dependent siderophore receptor), WP_058679571.1 (TonB-dependent vitamin B12 receptor BtuB) and WP_110108068.1 (YjbH domain-containing protein); WP_025912449.1 (peptidoglycan DD-metalloendopeptidase family protein); and four extracellular proteins including WP_088207510.1 (flagellar hook-associated protein FlgK), WP_033145204.1 (flagellar hook protein FlgE), WP_058679632.1 (flagellar hook length control protein FliK), WP_039266612.1 (spore-coat U domain-containing protein).
Fig 6
Fig 6. The interaction of WP_058690971.1 (TonB-dependent siderophore receptor) and WP_110108068.1 (YjbH domain-containing protein) with TLR-1, 2 and 4.
Fig 7
Fig 7
A. The comparison of eight proteins belonging to ferrichrome outer membrane transporter conserved superfamily in eight clinically important genera of Enterobacteriaceae. All selected proteins scored ≥ 20 based on the quartile method with physicochemical properties, functional class, number of linear and conformational B/T-cell epitopes similar to our candidate, TonB-dependent siderophore receptor (WP_058690971.1). B. The tertiary structure and conformational B-cell epitopes of ferrichrome porins in major clinically important genera of Enterobacteriaceae family.

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