Back

Computational design of a multi-epitope vaccine against M. tuberculosis

Buhari, A.; Okutu, P.; Oyeleke, U. A.; Sivakumar, A.; Hameed, S. A.

2026-07-15 bioinformatics
10.64898/2026.07.09.737463 bioRxiv
Show abstract

BackgroundTuberculosis remains a leading global infectious killer, with BCG offering inconsistent adult protection and rising drug-resistant strains demanding novel vaccine strategies. We report the first multi-epitope vaccine construct simultaneously targeting three previously unexplored Mycobacterium tuberculosis virulence proteins; EccB3, MycP, and polyketide synthase which collectively govern nutrient acquisition, ESX secretion integrity, and innate immune evasion. MethodsUsing a reverse vaccinology pipeline, B-cell, CTL, and HTL epitopes were predicted, filtered for allergenicity, toxicity, and IFN-{gamma} induction, then assembled into an 823-residue chimeric construct incorporating beta-defensin and PADRE adjuvants with AAY/GPGPG linkers, covering [~]90% global HLA diversity. The construct underwent AlphaFold structure prediction, 3DRefine refinement, disulfide engineering, PROCHECK/ProSA validation, ClusPro 2.0 docking against TLR1/TLR2, and C-IMMSIM immune simulation. ResultsThe construct (82.3 kDa, instability index 32.48) showed strong structural quality (94.7% favoured Ramachandran residues), stable TLR1/TLR2 binding (weighted energy: -1,371.0 kcal/mol), and robust in silico immune responses and durable memory cell formation following booster simulation. ConclusionThis computationally validated construct represents a promising multi-target TB vaccine candidate warranting experimental advancement.

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Frontiers in Immunology
638 papers in training set
Top 0.3%
19.6%
2
PLOS ONE
5266 papers in training set
Top 11%
16.0%
3
Journal of Immunology Research
12 papers in training set
Top 0.1%
7.7%
4
Briefings in Bioinformatics
354 papers in training set
Top 1%
5.8%
5
Scientific Reports
3612 papers in training set
Top 30%
3.4%
50% of probability mass above
6
Computational and Structural Biotechnology Journal
242 papers in training set
Top 2%
2.9%
7
Bioinformatics
1204 papers in training set
Top 7%
1.8%
8
ImmunoInformatics
12 papers in training set
Top 0.1%
1.8%
9
Journal of Biomolecular Structure and Dynamics
43 papers in training set
Top 0.6%
1.8%
10
PLOS Computational Biology
1863 papers in training set
Top 15%
1.6%
11
Journal of Chemical Information and Modeling
238 papers in training set
Top 2%
1.5%
12
International Journal of Molecular Sciences
494 papers in training set
Top 9%
1.4%
13
International Journal of Biological Macromolecules
76 papers in training set
Top 1%
1.4%
14
Vaccines
198 papers in training set
Top 2%
1.2%
15
Nature Communications
5641 papers in training set
Top 50%
1.2%
16
PeerJ
308 papers in training set
Top 9%
1.1%
17
eClinicalMedicine
77 papers in training set
Top 2%
1.1%
18
Communications Biology
993 papers in training set
Top 25%
1.1%
19
ACS Omega
105 papers in training set
Top 3%
1.0%
20
iScience
1154 papers in training set
Top 32%
0.9%
21
Microbiology Spectrum
469 papers in training set
Top 10%
0.6%
22
GigaScience
212 papers in training set
Top 5%
0.6%
23
Journal of Molecular Biology
232 papers in training set
Top 4%
0.6%
24
Journal of Medicinal Chemistry
77 papers in training set
Top 1%
0.5%
25
eBioMedicine
183 papers in training set
Top 8%
0.5%
26
Structure
193 papers in training set
Top 3%
0.5%
27
Biomaterials
84 papers in training set
Top 2%
0.5%
28
Infection, Genetics and Evolution
42 papers in training set
Top 1%
0.5%