{"title":"In-silico binding affinity of a phage display library screened novel peptide against various FABPs.","authors":"Harshita Shand, Soumendu Patra, Bavya Chandrasekhar, Sharvari Kulkarni, Thirumurthy Madhavan, Suvankar Ghorai","doi":"10.1007/s40203-024-00251-y","DOIUrl":"10.1007/s40203-024-00251-y","url":null,"abstract":"<p><p>In accordance to the American Heart Association (AHA), cardiovascular diseases (CVDs) are the leading cause of death around the globe, causing more than 19.1 million deaths in 2020. Heart-type fatty acid binding protein (H-FABP) is required for the metabolism of fatty acids (FA) inside cardiomyocytes is reported as a biomarker for myocardial damage. As early as one hour after an Acute myocardial infarction (AMI), H-FABP can be used to detect myocardial ischemia. Thus, H-FABP based detection can reduce the burden on the emergency department. A peptide-based detection system can provide point-of-care diagnostics for CVDs. There is a lot of research being done on peptide-based detection, and it has a lot of potential to help with unmet medical diagnostic needs. A twelve (12) amino acid peptide has been discovered using Phage Display Library Screening. The affinity of peptide with H-FABP and other FABPs has been done using molecular docking and ADMET profile has been done. Molecular docking of small peptides against the target protein can play a crucial role in recognizing peptide binding sites and poses. The docking study was done using the HDOCK server and the visualization of the docked complex was done using Pymol and UCSF chimera. The molecular simulation study of three protein-peptide complexes were done which also validated the binding affinity of peptide with the proteins. The RMSD, RMSF and radius of gyration are also analyzed. The results indicate that H-FABP shows higher level of binding interaction with the peptide having bond length ranging from 2.3 to 3.4 Å. The screened peptide is suitable for H-FABP binding and can be used for prognosis purposes in the heart ischemic conditions.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"76"},"PeriodicalIF":0.0,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11339228/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142057663","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-08-16eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00241-0
Daniel Danladi Gaiya, Aliyu Muhammad, Joy Sim Musa, Richard Auta, Anthony John Dadah, Rachael Oluwafunmilayo Bello, Madinat Hassan, Samuel Sunday Eke, Rebecca Imoo Odihi, Musa Sankey
{"title":"In silico analysis of balsaminol as anti-viral agents targeting SARS-CoV-2 main protease, spike receptor binding domain and papain-like protease receptors.","authors":"Daniel Danladi Gaiya, Aliyu Muhammad, Joy Sim Musa, Richard Auta, Anthony John Dadah, Rachael Oluwafunmilayo Bello, Madinat Hassan, Samuel Sunday Eke, Rebecca Imoo Odihi, Musa Sankey","doi":"10.1007/s40203-024-00241-0","DOIUrl":"10.1007/s40203-024-00241-0","url":null,"abstract":"<p><p>Plant-derived phytochemicals from medicinal plants are becoming increasingly attractive natural sources of antimicrobial and antiviral agents due to their therapeutic value, mechanism of action, level of toxicity and bioavailability. The continued emergence of more immune-evasive strains and the rate of resistance to current antiviral drugs have created a need to identify new antiviral agents against SARS-CoV-2. This study investigated the antiviral potential of balsaminol, a bioactive compound from <i>Momordica balsamina</i>, and its inhibitory activities against SARS-CoV-2 receptor proteins. In this study, three Food and Drug Administration (FDA) COVID-19 approved drugs namely; nirmatrelvir, ritonavir and remdesivir were used as positive control. Molecular docking was performed to determine the predominant binding mode (most negative Gibbs free energy of binding/ΔG) and inhibitory activity of balsaminol against SARS-CoV-2 receptor proteins. The pharmacokinetics, toxicity, physicochemical and drug-like properties of balsaminol were evaluated to determine its potential as an active oral drug candidate as well as its non-toxicity in humans. The results show that balsaminol E has the highest binding affinity to the SARS CoV-2 papain-like protease (7CMD) with a free binding energy of - 8.7 kcal/mol, followed by balsaminol A interacting with the spike receptor binding domain (6VW1) with - 8.5 kcal/mol and balsaminol C had a binding energy of - 8.1 kcal/mol with the main protease (6LU7) comparable to the standard drugs namely ritonavir, nirmatrelvir and remdesivir. However, the ADMET and drug-like profile of balsaminol F favours it as a better potential drug candidate and inhibitor of the docked SARS-CoV-2 receptor proteins. Further preclinical studies are therefore recommended.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-024-00241-0.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"75"},"PeriodicalIF":0.0,"publicationDate":"2024-08-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11329488/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142001602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-08-14eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00243-y
John A Olanrewaju, Leviticus O Arietarhire, Oladimeji E Soremekun, Ezekiel A Olugbogi, Precious O Aribisala, Pelumi E Alege, Stephen O Adeleke, Toluwanimi O Afolabi, Abayomi O Sodipo
{"title":"Reporting the anti-neuroinflammatory potential of selected spondias mombin flavonoids through network pharmacology and molecular dynamics simulations.","authors":"John A Olanrewaju, Leviticus O Arietarhire, Oladimeji E Soremekun, Ezekiel A Olugbogi, Precious O Aribisala, Pelumi E Alege, Stephen O Adeleke, Toluwanimi O Afolabi, Abayomi O Sodipo","doi":"10.1007/s40203-024-00243-y","DOIUrl":"10.1007/s40203-024-00243-y","url":null,"abstract":"<p><p>Neuroinflammation plays a pivotal role in the development and progression of neurodegenerative diseases, with a complex interplay between immune responses and brain activity. Understanding this interaction is crucial for identifying therapeutic targets and developing effective treatments. This study aimed to explore the neuroprotective properties of flavonoid compounds from <i>Spondias mombin</i> via the modulation of neuroinflammatory pathway using a comprehensive in-silico approach, including network pharmacology, molecular docking, and dynamic simulations. Active flavonoid ingredients from <i>S. mombin</i> were identified, and their potential protein targets were predicted through Network Pharmacology. Molecular docking was conducted to determine the binding affinities of these compounds against targets obtained from network pharmacology, prioritizing docking scores ≥ - 8.0 kcal/mol. Molecular dynamic simulations (MDS) assessed the stability and interaction profiles of these ligand-protein complexes. The docking study highlighted ≥ - 8.0 kcal/mol for the ligands (catechin and epicatechin) against FYN kinase as a significant target. However, these compounds failed the blood-brain barrier (BBB) permeability test. MDS confirmed the stability of catechin and the reference ligand at the FYN kinase active site, with notable interactions involving hydrogen bonds, hydrophobic contacts, and water bridges. GLU54 emerged as a key residue in the catechin-FYN complex stability due to its prolonged hydrogen bond interaction. The findings underscore the potential of <i>S. mombin</i> flavonoids as therapeutic agents against neuroinflammation, though optimization and nanotechnology-based delivery methods are suggested to enhance drug efficacy and overcome BBB limitations.</p><p><strong>Graphical abstract: </strong></p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"74"},"PeriodicalIF":0.0,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11324643/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142001603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-08-12eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00248-7
Olugbenga Eyitayo Adeyemi, Kiri Hashimu Jaryum, Titilayo Omolara Johnson
{"title":"Elucidation and active ingredient identification of aqueous extract of <i>Ficus exasperata</i> Vahl leaf against bisphenol A-induced toxicity through in vivo and in silico assessments.","authors":"Olugbenga Eyitayo Adeyemi, Kiri Hashimu Jaryum, Titilayo Omolara Johnson","doi":"10.1007/s40203-024-00248-7","DOIUrl":"10.1007/s40203-024-00248-7","url":null,"abstract":"<p><p>Bisphenol A (BPA), an endocrine-disrupting chemical, poses significant health problems due to its induction of oxidative stress, inflammation, etc. Whereas <i>Ficus exasperata</i> Vahl leaf (FEVL) was reported for its ethnopharmacological properties against several ailments owing to its antioxidant, anti-inflammatory properties, etc. Here, we aim to elucidate and identify the bioactive compounds of aqueous extract of FEVL (AEFEVL) against BPA-induced toxicity using in vivo and in silico assessments. To determine the BPA toxicity mechanism and safe doses of AEFEVL, graded doses of BPA (0-400 μM) and AEFEVL (0-2.0 mg/10 g diets) were separately fed to flies to evaluate survival rates and specific biochemical markers. The mitigating effect of AEFEVL (0.5 and 1.0 mg/10 g diet) against BPA (100 and 200 μM)-induced toxicity in the flies after 7-day exposure was also carried out. Additionally, molecular docking analysis of BPA and BPA-o-quinone (BPAQ) against selected antioxidant targets, and HPLC-MS-revealed AEFEVL compounds against Keap-1 and IKKβ targets, followed by ADMET analysis, was conducted. Emergence rate, climbing ability, acetylcholinesterase, monoamine oxidase-B, and glutathione-<i>S</i>-transferase activities, and levels of total thiols, non-protein thiols, nitric oxide, protein carbonyl, malondialdehyde, and cell viability were evaluated. BPA-induced altered biochemical and behavioral parameters were significantly mitigated by AEFEVL in the flies (p < 0.05). BPAQ followed by BPA exhibited higher inhibitory activity, and epigallocatechin (EGC) showed the highest inhibitory activity among the AEFEVL compounds with desirable ADMET properties. Conclusively, our findings revealed that EGC might be responsible for the mitigative effect displayed by AEFEVL in BPA-induced toxicity in <i>D. melanogaster</i>.</p><p><strong>Graphical abstract: </strong></p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"73"},"PeriodicalIF":0.0,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11319549/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141984214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Recuperative potential of Indian medicinal plant compounds- a tool to encumber henipaviruses: an in -silico study.","authors":"Sukanth Kumar Enmozhi, Infant Xavier, Theepan Raaj, R Sarveswaran, Jeba Blessings, Yugesh Kesavamoorthy, Rahul Vivek, Kavitha Raja, Irudhayasamy Sebastine, Antony Jeffri, Sumathy Arockiasamy, Jerrine Joseph, Ananda Rani","doi":"10.1007/s40203-024-00236-x","DOIUrl":"10.1007/s40203-024-00236-x","url":null,"abstract":"<p><p>Henipaviruses, highly fatal zoonotic viruses with mortality rates up to 100%, pose a significant threat to humans. Despite sporadic cases, including infections from Cedar, Langya, and Nipah Viruses, there are no established drugs or vaccines for treatment. This lack of specific medication led us to explore 57 non-toxic compounds from Indian Medicinal Plants, selected from 232 compounds, aiming to combat these viruses. Through in silico ADMET analyses, Three compounds-andrographolide, pterygospermin and Salidroside-stood out for their exceptional non-toxic properties. These compounds underwent in silico target prediction, molecular docking and dynamics with Cedar, Langya, and Nipah Virus proteins from the Protein Data Bank. Among them, Andrographolide displayed the most promising negative free energy scores and stability in Cedar Virus-Attachment G-Protein binding pockets. Pterygospermin and Salidroside showed efficacy against Langya and Nipah Virus target proteins throughout the simulation. These compounds not only exhibited antiviral properties but also demonstrated immunomodulatory, anti-inflammatory, and hepatoprotective effects by our in-silico studies. Their potential as treatments or preventive measures against henipaviral infections makes them promising candidates for further research and development.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-024-00236-x.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"72"},"PeriodicalIF":0.0,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11294312/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-07-31eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00245-w
Sergey Shityakov, Carola Y Förster, Ekaterina Skorb
{"title":"Comparative in silico analysis of CNS-active molecules targeting the blood-brain barrier choline transporter for Alzheimer's disease therapy.","authors":"Sergey Shityakov, Carola Y Förster, Ekaterina Skorb","doi":"10.1007/s40203-024-00245-w","DOIUrl":"10.1007/s40203-024-00245-w","url":null,"abstract":"<p><p>This study investigated the blood‒brain barrier (BBB) permeability of the central nervous system (CNS)-active compounds donepezil (DON), methionine (MET), and memantine (MEM) by employing a comprehensive in silico approach. These compounds are of particular interest for Alzheimer's disease (AD) therapy. Rigid-flexible molecular docking simulations indicated favorable binding affinities of all the compounds with BBB-ChT, with DON exhibiting the highest binding affinity (ΔG<sub>bind</sub> = -10.26 kcal/mol), predominantly mediated by significant hydrophobic interactions. In silico kinetic profiling suggested the stability of the DON/BBB-ChT complex, with ligand release prompted by conformational changes. 3D molecular alignment corroborated a minor conformational shift for DON in its minimal binding energy pose. Predictions indicated that active transport mechanisms notably enhance the brain distribution of donepezil compared to that of MET and MEM. Additionally, DON and MEM exhibited low mutagenic probabilities, while MET was identified as highly mutagenic. Overall, these findings highlight the potential of donepezil for superior BBB penetration, primarily through active transport mechanisms, underscoring the need for further validation through in vitro and in vivo studies for effective AD treatment.</p><p><strong>Graphical abstract: </strong></p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-024-00245-w.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"71"},"PeriodicalIF":0.0,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11291784/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141891372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-07-30eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00247-8
Abigail Kusiwaa Adomako, Edward Ntim Gasu, Jehoshaphat Oppong Mensah, Lawrence Sheringham Borquaye
{"title":"Antileishmanial natural products as potential inhibitors of the <i>Leishmania</i> pteridine reductase: insights from molecular docking and molecular dynamics simulations.","authors":"Abigail Kusiwaa Adomako, Edward Ntim Gasu, Jehoshaphat Oppong Mensah, Lawrence Sheringham Borquaye","doi":"10.1007/s40203-024-00247-8","DOIUrl":"10.1007/s40203-024-00247-8","url":null,"abstract":"<p><p>Although many natural product-derived compounds possess anti-leishmanial activities in vitro and in vivo, their molecular targets in the <i>Leishmania</i> parasite remain elusive. This is a major challenge in optimizing these compounds into leads. The <i>Leishmania</i> pteridine reductase (PTR1) is peculiar for folate and pterin metabolism and has been validated as a drug target. In this study, 17 compounds with anti-leishmanial activities were screened against <i>Leishmania major</i> PTR1 (<i>Lm</i>PTR1) using molecular docking and molecular dynamics (MD) simulations. All ligands were bound in the active site pocket of <i>Lm</i>PTR1 with binding affinities ranging from -11.2 to -5.2 kcal/mol. Agnuside, betulin, betulinic acid, gerberinol, ismailin, oleanolic acid, pristimerin, and ursolic acid demonstrated binding affinities similar to a known inhibitor, methyl 1-(4-{[2,4-diaminopteridin-6-yl) methyl] amino} benzoyl) piperidine-4-carboxylate (DVP). MD simulations revealed that betulin, betulinic acid, ismailin, oleanolic acid, pristimerin, and ursolic acid formed stable complexes with <i>Lm</i>PTR1. The binding free energies of the complexes were very good (-87 to -148 kJ/mol), and much higher than the complex of the standard DVP inhibitor and <i>Lm</i>PTR1 (-27 kJ/mol). Betulin, betulinic acid, ismailin, oleanolic acid, pristimerin, and ursolic acid likely exert their antileishmanial action by inhibiting PTR1 and could thus be used as a basis for the development of potential antileishmanial chemotherapeutic agents.</p><p><strong>Graphical abstract: </strong></p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-024-00247-8.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"70"},"PeriodicalIF":0.0,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11289227/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141876997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-07-27eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00246-9
Tapas Das, Sutapa Datta, Arnab Sen
{"title":"Revolutionizing Nipah virus vaccinology: insights into subunit vaccine development strategies and immunological advances.","authors":"Tapas Das, Sutapa Datta, Arnab Sen","doi":"10.1007/s40203-024-00246-9","DOIUrl":"10.1007/s40203-024-00246-9","url":null,"abstract":"<p><p>The Nipah virus (NiV), a zoonotic virus in the Henipavirus genus of the Paramyxoviridae family, emerged in Malaysia in 1998 and later spread globally. Diseased patients may have a 40- 70% chance of fatality depending on the severity and early medication. The recent outbreak of NiV was reported in Kerala (India) by a new strain of MCL-19-H-1134 isolate. Currently, no vaccines are available, highlighting the critical need for a conclusive remedy. Our study aims to develop a subunit vaccine against the NiV by analyzing its proteome. NiV genome and proteome sequences were obtained from the NCBI database. A phylogenetic tree was constructed based on genome alignment. T-cell, helper T-cell, and B-cell epitopes were predicted from the protein sequences using NetCTL-1.2, NetMHCIIPan-4.1, and IEDB servers, respectively. High-affinity epitopes for human receptors were selected to construct a multi-epitope vaccine (MEV). These epitopes' antigenicity, toxicity, and allergenicity were evaluated using VaxiJen, AllergenFP-v.1.0, and AllergenFP algorithms. Molecular interactions with specific receptors were analyzed using PyRx and ClusPro. Amino acid interactions were visualized and analyzed using PyMOL and LigPlot. Immuno-simulation was conducted using C-ImmSim to assess the immune response elicited by the MEV. Finally, the vaccine cDNA was inserted into the pET28a(+) expression vector using SnapGene tool for in silico cloning in an E. coli host. The potential for an imminent outbreak cannot be overlooked. A subunit vaccine is more cost-effective and time-efficient. With additional in vitro and in vivo validation, this vaccine could become a superior preventive measure against NiV disease.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s40203-024-00246-9.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"69"},"PeriodicalIF":0.0,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11282045/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141790630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-07-24eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00244-x
Elijah Kolawole Oladipo, Temitope Michael Akinleye, Stephen Feranmi Adeyemo, Modinat Wuraola Akinboade, Kehinde Favour Siyanbola, Victoria Ademide Adetunji, Olukayode Abimbola Arowosegbe, Victoria Kehinde Olatunji, Esther Oluwadarasimi Adaramola, Hezekiah Omotayo Afolabi, Christianah Damilola Ajani, Taiwo Pleasure Siyanbola, Elizabeth Oluwatoyin Folakanmi, Boluwatife Ayobami Irewolede, Olalekan John Okesanya, Olumide Faith Ajani, Olumuyiwa Elijah Ariyo, Esther Moradeyo Jimah, Bamidele Abiodun Iwalokun, Olatunji Matthew Kolawole, Julius Kola Oloke, Helen Onyeaka
{"title":"mRNA vaccine design for Epstein-Barr virus: an immunoinformatic approach.","authors":"Elijah Kolawole Oladipo, Temitope Michael Akinleye, Stephen Feranmi Adeyemo, Modinat Wuraola Akinboade, Kehinde Favour Siyanbola, Victoria Ademide Adetunji, Olukayode Abimbola Arowosegbe, Victoria Kehinde Olatunji, Esther Oluwadarasimi Adaramola, Hezekiah Omotayo Afolabi, Christianah Damilola Ajani, Taiwo Pleasure Siyanbola, Elizabeth Oluwatoyin Folakanmi, Boluwatife Ayobami Irewolede, Olalekan John Okesanya, Olumide Faith Ajani, Olumuyiwa Elijah Ariyo, Esther Moradeyo Jimah, Bamidele Abiodun Iwalokun, Olatunji Matthew Kolawole, Julius Kola Oloke, Helen Onyeaka","doi":"10.1007/s40203-024-00244-x","DOIUrl":"10.1007/s40203-024-00244-x","url":null,"abstract":"<p><p>Epstein-Barr Virus (EBV), structurally similar to other herpes viruses, possess significant global health challenges as it causes infectious mononucleosis and is also associated with various cancers. Due to this widespread impact, an effective messenger RNA (mRNA) vaccine is paramount to help curb its spread, further underscoring the need for its development. This study, following an immunoinformatic approach, aimed to design a comprehensive mRNA vaccine against the EBV by selecting antigenic proteins, predicting Linear B-cell epitopes, cytotoxic T-cell lymphocyte (CTL) and helper T-cell lymphocyte (HTL) epitopes, and assessing vaccine characteristics. Seventy-nine EBV isolates from diverse geographical regions were examined. Additionally, the vaccine construct's physicochemical properties, transmembrane domains, solubility, and secondary structures were analysed. Molecular docking was conducted with Toll-Like Receptor 5 (TLR-5). Population coverage was assessed for selected major histocompatibility complex (MHC) alleles, and immune response was simulated. The result of this study highlighted a vaccine construct with high antigenicity, non-toxicity, and non-allergenicity and possessed favourable physicochemical properties. The vaccine's 3D structure is native-like and strongly binds with TLR-5, indicating a solid affinity with TLR-5. The selected MHC alleles provided broad universal population coverage of 89.1%, and the immune simulations suggested a robust and wide-ranging immunogenic response, activating critical immune cells, antibodies, and cytokines. These findings provide a solid foundation for further development and testing of the EBV candidate vaccine, offering potential solutions for combating EBV infections.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"68"},"PeriodicalIF":0.0,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11269547/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141790629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
In silico pharmacologyPub Date : 2024-07-19eCollection Date: 2024-01-01DOI: 10.1007/s40203-024-00240-1
Kommidi Saritha, Munagala Alivelu, Mustafa Mohammad
{"title":"Drug-likeness analysis, in silico ADMET profiling of compounds in <i>Kedrostis foetidissima</i> (Jacq.) Cogn, and antibacterial activity of the plant extract.","authors":"Kommidi Saritha, Munagala Alivelu, Mustafa Mohammad","doi":"10.1007/s40203-024-00240-1","DOIUrl":"https://doi.org/10.1007/s40203-024-00240-1","url":null,"abstract":"<p><p>Plants are a treasure trove of bioactive compounds. <i>Kedrostis foetidissima</i> (Jacq.) Cogn. has many important phytoconstituents like cucurbitacins, rutin, and quercitin compounds. Among these compounds, Quercetin-3-O- Rhamnoside (<b>1</b>) has antioxidant, anti-inflammatory, anticancer properties. Rutin (<b>2</b>) has anti-inflammatory, antioxidant, anti-diabetic, anti-microbial, antiviral properties, 7, 10-Hexa decadienoic acid methyl ester (<b>3</b>) has anti-inflammatory, antioxidant, hypocholesterolemia and anticancer activities. Docosanoic acid (<b>4</b>) has antioxidant, α-Glucosidase inhibitory activity. 3,7,11,15-Tetra methyl hexa decan-1-ol (<b>5</b>) has antiviral properties. Cucurbitacin-B (<b>6</b>) has antipyretic, analgesic, anti-inflammatory, antimicrobial, and antitumor activities. Performance of experimental studies on phytochemicals become more difficult as the availability of compounds in small quantities, hence the computational methods becomes important for drug discovery. Based on their biological activity, compounds <b>1</b>-<b>6</b> were tested for in silico ADMET (absorption, distribution, metabolism, excretion, and toxicity) profiling and drug-likeness properties using the Swiss ADME online web server and the pkCSM server. All the studied compounds obey Lipinski's rule of five except compounds <b>1</b> and <b>2</b> with two and three violations each. The entire selected compounds have a good bioavailability score in the recommended range of 0 to 1. Compound <b>4</b> has high (0.85) and compounds <b>1</b> and <b>2</b> have low (0.17) oral bioavailability scores. All the selected compounds from <i>Kedrostis foetidissima</i> have strong pharmacological activities. Supporting this, the selected plant methanol extracts of leaf, stem callus, and tuber have shown well in vitro antibacterial activity against <i>Bacillus subtilis, Escherichia coli,</i> and <i>Proteus vulgaris.</i> Therefore, these compounds may be developed into drug molecules with additional clinical research.</p>","PeriodicalId":94038,"journal":{"name":"In silico pharmacology","volume":"12 2","pages":"67"},"PeriodicalIF":0.0,"publicationDate":"2024-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11264488/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141763559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}