1
|
Masum MHU, Wajed S, Hossain MI, Moumi NR, Talukder A, Rahman MM. An mRNA vaccine for pancreatic cancer designed by applying in silico immunoinformatics and reverse vaccinology approaches. PLoS One 2024; 19:e0305413. [PMID: 38976715 PMCID: PMC11230540 DOI: 10.1371/journal.pone.0305413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 05/30/2024] [Indexed: 07/10/2024] Open
Abstract
Pancreatic ductal adenocarcinoma is the most prevalent pancreatic cancer, which is considered a significant global health concern. Chemotherapy and surgery are the mainstays of current pancreatic cancer treatments; however, a few cases are suitable for surgery, and most of the cases will experience recurrent episodes. Compared to DNA or peptide vaccines, mRNA vaccines for pancreatic cancer have more promise because of their delivery, enhanced immune responses, and lower proneness to mutation. We constructed an mRNA vaccine by analyzing S100 family proteins, which are all major activators of receptors for advanced glycation end products. We applied immunoinformatic approaches, including physicochemical properties analysis, structural prediction and validation, molecular docking study, in silico cloning, and immune simulations. The designed mRNA vaccine was estimated to have a molecular weight of 165023.50 Da and was highly soluble (grand average of hydropathicity of -0.440). In the structural assessment, the vaccine seemed to be a well-stable and functioning protein (Z score of -8.94). Also, the docking analysis suggested that the vaccine had a high affinity for TLR-2 and TLR-4 receptors. Additionally, the molecular mechanics with generalized Born and surface area solvation analysis of the "Vaccine-TLR-2" (-141.07 kcal/mol) and "Vaccine-TLR-4" (-271.72 kcal/mol) complexes also suggests a strong binding affinity for the receptors. Codon optimization also provided a high expression level with a GC content of 47.04% and a codon adaptation index score 1.0. The appearance of memory B-cells and T-cells was also observed over a while, with an increased level of helper T-cells and immunoglobulins (IgM and IgG). Moreover, the minimum free energy of the mRNA vaccine was predicted at -1760.00 kcal/mol, indicating the stability of the vaccine following its entry, transcription, and expression. This hypothetical vaccine offers a groundbreaking tool for future research and therapeutic development of pancreatic cancer.
Collapse
Affiliation(s)
- Md Habib Ullah Masum
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Shah Wajed
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- Infectiology: Biology of Infectious Diseases, Universite Paris-Saclay, Gif-sur-Yvette, France
| | - Md Imam Hossain
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
| | - Nusrat Rahman Moumi
- Medical Sciences, University of Central Lancashire, Preston, Lancashire, United Kingdom
| | - Asma Talukder
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- Department of Biotechnology and Genetic Engineering, Noakhali Science and Technology University, Noakhali, Bangladesh
- School of Pharmacy and Medical Sciences, and Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia
| | - Md Mijanur Rahman
- Department of Microbiology, Noakhali Science and Technology University, Noakhali, Bangladesh
- Microbiology, Cancer and Bioinformatics Research Group, Noakhali Science and Technology University, Noakhali, Bangladesh
- School of Pharmacy and Medical Sciences, and Menzies Health Institute Queensland, Griffith University, Brisbane, Queensland, Australia
| |
Collapse
|
2
|
Rahman MM, Masum MHU, Talukder A, Akter R. An in silico reverse vaccinology approach to design a novel multiepitope peptide vaccine for non-small cell lung cancers. INFORMATICS IN MEDICINE UNLOCKED 2023. [DOI: 10.1016/j.imu.2023.101169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
|
3
|
Motamedi Dehbarez F, Mahmoodi S. Production of a Novel Multi-Epitope Peptide Vaccine against Hepatocellular Carcinoma. IRANIAN JOURNAL OF MEDICAL SCIENCES 2022; 47:558-565. [PMID: 36380977 PMCID: PMC9652490 DOI: 10.30476/ijms.2021.90916.2199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Revised: 07/11/2021] [Accepted: 08/28/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Hepatocellular carcinoma (HCC) is one of the prevalent cancers in the world with a high recurrence rate. In recent years, different researches have focused on designing efficient multi-epitope peptide vaccines against HCC. In designing these vaccines, over-expressed antigens in HCC patients, such as α- fetoprotein (AFP) and glypican-3 (GPC-3), have been employed. In our previous study, a multi-epitope peptide vaccine for HCC was designed by in-silico methods. The designed vaccine construct included the AFP, GPC-3, and aspartyl-β-hydroxylase (ASPH) as CytoLoxic T cell Lymphocytes (CTL), one epitope from Tetanus Toxin Fragment C (TTFrC) as Helper T cell Lymphocytes (HTL), and a segment of microbial heat shock protein (HSP70) peptide407-426 as an adjuvant. All the mentioned parts were connected by appropriate linkers. The aim of this study is the production of the designed vaccine. METHODS This research is experimental and was carried out in Fasa, Iran, in 2017. The designed vaccine construct gene was transformed to the Escherchia coli BL21 (DE3) strain and expressed in different isopropyl β-D-1-thiogalactopyranoside (IPTG) concentrations (0.6 and 1 mM), times (4, 6, 8, 16 hours), and temperatures (25 and 37 °C). Then, the expressed protein was analyzed by Sodium dodecyl-sulfate polyacrylamide gel electrophoresis (SDS-PAGE) and the Western blot methods. RESULTS The best conditions for protein expression were obtained in the Super Optimal Broth (SOB) medium at 37 °C after the induction of expression by 1 mM IPTG for six hour. CONCLUSION The recombinant HCC vaccine was produced with a proper concentration.
Collapse
Affiliation(s)
- Fatemeh Motamedi Dehbarez
- Department of Medical Biotechnology, School of Medicine, Fasa University of Medical Sciences, Fasa, Iran
| | - Shirin Mahmoodi
- Department of Medical Biotechnology, School of Medicine, Fasa University of Medical Sciences, Fasa, Iran
| |
Collapse
|
4
|
Afzali F, Minuchehr Z, Jahangiri S, Ranjbar MM. Immunopeptidome screening to design An immunogenic construct against PRAME positive breast cancer; An in silico study. Comput Biol Chem 2020; 85:107231. [PMID: 32065960 DOI: 10.1016/j.compbiolchem.2020.107231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 01/27/2020] [Accepted: 02/07/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Metastasis is the main cause of breast cancer (BC) lethality, especially in early stages, led to improvements in therapeutic procedures. Lately, by improvements in our perception of biological processes and immune system new classes of vaccines are emerged that grant us the opportunity of designing resolute constructs against desired antigens. In the current study, we used a variety of immunoinformatics tools to design a novel cancer vaccine against Preferentially Expressed Antigen of Melanoma (PRAME), which counts as a cancer testis antigen for various human cancers including BC. The PRAME up-regulation leads to strengthen BC stem cells maintenance, drug resistance, cell survival, adaptation, and apoptosis evading in cancerous cells. METHODS AND RESULTS The PRAME co-expressed genes were mined and validated through BC RNA-sequencing of TCGA data. The immunodominant T-cell predicted epitopes were fused and engineered to form the vaccine. The safety, allergenicity, and immunogenic capabilities of the vaccine were confirmed by promising immunoinformatics tools. The vaccine's structure was verified to be hydrophilic in most areas through Kyte and Doolittle hydrophobicity plotting. The interactions between the designed vaccine and immune receptors of TLR4 and IL1R were confirmed by protein-protein docking after modeling its tertiary structure. Finally, codon optimization and in silico cloning were performed to guarantee better in-vivo results. CONCLUSION In conclusion, concerning in silico assessments' results in this study, the designed vaccine can potentially boost immune responses against PRAME, therefore may decrease BC development and metastasis. According to the mined PRAME co-expressed genes and their functional annotation, cell cycle regulation is the prime mechanism opted by this construct and its adjacent regulatory genes along boosting immune reactions.
Collapse
Affiliation(s)
- Farzaneh Afzali
- Department of Oncology, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Zarrin Minuchehr
- Systems Biotechnology Department, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran
| | - Samira Jahangiri
- Department of Molecular Medicine, Morsani College of Medicine, University of South Florida, FL, United States of America
| | - Mohammad Mehdi Ranjbar
- Razi Vaccine and Serum Research Institute, Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran.
| |
Collapse
|