Related Experiment Video
Updated: Jul 11, 2025

Author Spotlight: Advancing Antiviral Strategies Through Novel Immunocapture and Mass Spectrometry Techniques
Published on: January 12, 2024
An In Silico Multi-epitopes Vaccine Ensemble and Characterization Against Nosocomial Proteus penneri
Asad Ullah1,2, Bushra Rehman3, Saifullah Khan3
1Department of Health and Biological Sciences, Abasyn University, Peshawar, 2500, Pakistan.
Abstract:
Proteus penneri (P. penneri) is a bacillus-shaped, gram-negative, facultative anaerobe bacterium that is primarily an invasive pathogen and the etiological agent of several hospital-associated infections. P. penneri strains are naturally resistant to macrolides, amoxicillin, oxacillin, penicillin G, and cephalosporins; in addition, no vaccines are available against these strains. This warrants efforts to propose a theoretical based multi-epitope vaccine construct to prevent pathogen infections. In this research, reverse vaccinology bioinformatics and immunoinformatics approaches were adopted for vaccine target identification and construction of a multi-epitope vaccine. In the first phase, a core proteome dataset of the targeted pathogen was obtained using the NCBI database and subjected to bacterial pan-genome analysis using bacterial pan-genome analysis (BPGA) to predict core protein sequences which were then used to find good vaccine target candidates. This identified two proteins, Hcp family type VI secretion system effector and superoxide dismutase family protein, as promising vaccine targets. Afterward using the IEDB database, different B-cell and T-cell epitopes were predicted. A set of four epitopes "KGSVNVQDRE, NTGKLTGTR, IIHSDSWNER, and KDGKPVPALK" were chosen for the development of a multi-epitope vaccine construct. A 183 amino acid long vaccine design was built along with "EAAAK" and "GPGPG" linkers and a cholera toxin B-subunit adjuvant. The designed vaccine model comprised immunodominant, non-toxic, non-allergenic, and physicochemical stable epitopes. The model vaccine was docked with MHC-I, MHC-II, and TLR-4 immune cell receptors using the Cluspro2.0 web server. The binding energy score of the vaccine was - 654.7 kcal/mol for MHC-I, - 738.4 kcal/mol for MHC-II, and - 695.0 kcal/mol for TLR-4. A molecular dynamic simulation was done using AMBER v20 package for dynamic behavior in nanoseconds. Additionally, MM-PBSA binding free energy analysis was done to test intermolecular binding interactions between docked molecules. The MM-GBSA net binding energy score was - 148.00 kcal/mol, - 118.00 kcal/mol, and - 127.00 kcal/mol for vaccine with TLR-4, MHC-I, and MHC-II, respectively. Overall, these in silico-based predictions indicated that the vaccine is highly promising in terms of developing protective immunity against P. penneri. However, additional experimental validation is required to unveil the real immune response to the designed vaccine.
Insights
This study designed a novel multi-epitope vaccine against Proteus penneri, a resistant hospital pathogen. In silico analysis shows promising potential for protective immunity, warranting further experimental validation.
Area of Science:
- Computational vaccinology
- Bioinformatics
- Immunoinformatics
- Infectious disease research
Background:
- Proteus penneri is a gram-negative bacterium causing hospital-associated infections.
- P. penneri exhibits natural resistance to multiple antibiotics, necessitating alternative prevention strategies.
- No vaccines are currently available for P. penneri infections.
Purpose of the Study:
- To design a theoretical multi-epitope vaccine construct against Proteus penneri using reverse vaccinology and immunoinformatics.
- To identify potential vaccine target proteins and immunodominant epitopes.
- To evaluate the binding affinity and stability of the designed vaccine construct with immune receptors.
Main Methods:
- Bacterial pan-genome analysis (BPGA) was used to identify core proteins from the P. penneri proteome.
- Vaccine target candidates were identified, and B-cell and T-cell epitopes were predicted using the IEDB database.
- A multi-epitope vaccine construct was designed, incorporating linkers and a cholera toxin B-subunit adjuvant, followed by in silico docking and molecular dynamics simulations.
Main Results:
- Two promising vaccine targets were identified: Hcp family type VI secretion system effector and superoxide dismutase family protein.
- A 183-amino acid vaccine construct was designed using four selected epitopes and demonstrated favorable physicochemical properties.
- In silico docking revealed strong binding affinities to MHC-I, MHC-II, and TLR-4 receptors, with significant negative binding energy scores.
Conclusions:
- The in silico designed multi-epitope vaccine construct shows significant potential for inducing protective immunity against Proteus penneri.
- The vaccine model exhibits favorable interactions with key immune receptors, suggesting effective immune stimulation.
- Experimental validation is crucial to confirm the efficacy and immune response of the designed vaccine in vivo.

