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Balogh G, Bereczky Z. Molecular Mechanisms of the Impaired Heparin Pentasaccharide Interactions in 10 Antithrombin Heparin Binding Site Mutants Revealed by Enhanced Sampling Molecular Dynamics. Biomolecules 2024; 14:657. [PMID: 38927061 PMCID: PMC11201378 DOI: 10.3390/biom14060657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 05/27/2024] [Accepted: 05/31/2024] [Indexed: 06/28/2024] Open
Abstract
Antithrombin (AT) is a critical regulator of the coagulation cascade by inhibiting multiple coagulation factors including thrombin and FXa. Binding of heparinoids to this serpin enhances the inhibition considerably. Mutations located in the heparin binding site of AT result in thrombophilia in affected individuals. Our aim was to study 10 antithrombin mutations known to affect their heparin binding in a heparin pentasaccharide bound state using two molecular dynamics (MD) based methods providing enhanced sampling, GaMD and LiGaMD2. The latter provides an additional boost to the ligand and the most important binding site residues. From our GaMD simulations we were able to identify four variants (three affecting amino acid Arg47 and one affecting Lys114) that have a particularly large effect on binding. The additional acceleration provided by LiGaMD2 allowed us to study the consequences of several other mutants including those affecting Arg13 and Arg129. We were able to identify several conformational types by cluster analysis. Analysis of the simulation trajectories revealed the causes of the impaired pentasaccharide binding including pentasaccharide subunit conformational changes and altered allosteric pathways in the AT protein. Our results provide insights into the effects of AT mutations interfering with heparin binding at an atomic level and can facilitate the design or interpretation of in vitro experiments.
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Affiliation(s)
- Gábor Balogh
- Division of Clinical Laboratory Science, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary
| | - Zsuzsanna Bereczky
- Division of Clinical Laboratory Science, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary
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Rojnik T, Sedlar N, Turk N, Kastrin A, Debeljak M, Božič Mijovski M. Comparison of antithrombin activity assays in detection of patients with heparin binding site antithrombin deficiency: systematic review and meta-analysis. Sci Rep 2023; 13:16734. [PMID: 37794095 PMCID: PMC10551003 DOI: 10.1038/s41598-023-43941-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Accepted: 09/30/2023] [Indexed: 10/06/2023] Open
Abstract
Antithrombin (AT) deficiency increases the risk for venous thromboembolism, therefore, a highly sensitive assay to identify this condition is crucial. The aim of this paper was to perform a meta-analysis comparing AT activities measured by different AT activity assays in patients with heparin binding site AT deficiency. In addition, the diagnostic sensitivity of selected assays was compared depending on the available data. An extensive literature search was performed considering results with publication date up to July 10, 2021. Seven relevant English-language observational studies, comparing AT activity measured by different AT activity assays in Caucasian Europeans with either the AT Budapest III or AT Padua I mutation were included in meta-analyses. There was no significant difference in AT activity between Labexpert and Innovance in patients with AT Budapest III (P = 0.567) and AT Padua I (P = 0.265), while AT activity determined by HemosIL was significantly higher compared to Innovance for both mutations (AT Budapest III: P < 0.001; AT Padua I: P < 0.001). These results are in line with the results of comparison of diagnostic sensitivity. In patients with AT Budapest III, the AT activity was also higher when measured with Berichrom compared to Innovance (P = 0.002), however, the results of comparison of diagnostic sensitivity across studies were variable. No significant difference (P = 0.117) in AT activity as well as diagnostic sensitivity was observed between Sta-Stachrom and Innovance. The results of our study suggest that Innovance, Labexpert and Sta-Stachrom are the most sensitive activity assays for detection of AT Budapest III and AT Padua I, whereas HemosIL showed considerably lower sensitivity for these two variants. As revealed in our study, the diagnostic sensitivity of AT activity assays to type II heparin binding site AT deficiency is different, and in some assays mutation dependent.
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Affiliation(s)
- Tamara Rojnik
- Laboratory for Haemostasis and Atherothrombosis, Department of Vascular Diseases, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia.
- Faculty of Pharmacy, University of Ljubljana, 1000, Ljubljana, Slovenia.
| | - Nataša Sedlar
- Laboratory for Haemostasis and Atherothrombosis, Department of Vascular Diseases, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia
| | - Nana Turk
- Central Medical Library, Faculty of Medicine, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Andrej Kastrin
- Faculty of Medicine, Institute for Biostatistics and Medical Informatics, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Maruša Debeljak
- Clinical Institute for Special Laboratory Diagnostics, University Children's Hospital, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia
- Department of Paediatrics, Faculty of Medicine, University of Ljubljana, 1000, Ljubljana, Slovenia
| | - Mojca Božič Mijovski
- Laboratory for Haemostasis and Atherothrombosis, Department of Vascular Diseases, University Medical Centre Ljubljana, 1000, Ljubljana, Slovenia
- Faculty of Pharmacy, University of Ljubljana, 1000, Ljubljana, Slovenia
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Balogh G, Bereczky Z. The Interaction of Factor Xa and IXa with Non-Activated Antithrombin in Michaelis Complex: Insights from Enhanced-Sampling Molecular Dynamics Simulations. Biomolecules 2023; 13:biom13050795. [PMID: 37238665 DOI: 10.3390/biom13050795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/28/2023] [Accepted: 05/03/2023] [Indexed: 05/28/2023] Open
Abstract
The interaction between coagulation factors Xa and IXa and the activated state of their inhibitor, antithrombin (AT),have been investigated using X-ray diffraction studies. However, only mutagenesis data are available for non-activated AT. Our aim was to propose a model based on docking and advanced-sampling molecular dynamics simulations that can reveal the conformational behavior of the systems when AT is not binding a pentasaccharide. We built the initial structure for non-activated AT-FXa and AT-FIXa complexes using HADDOCK 2.4. The conformational behavior was studied using Gaussian accelerated molecular dynamics simulations. In addition to the docked complexes, two systems based on the X-ray structures were also simulated, with and without the ligand. The simulations revealed large variability in conformation for both factors. In the docking-based complex of AT-FIXa, conformations with stable Arg150-AT interactions can exist for longer time periods but the system also has a higher tendency for reaching states with very limited interaction with the "exosite" of AT. By comparing simulations with or without the pentasaccharide, we were able to gain insights into the effects of conformational activation on the Michaelis complexes. RMSF analysis and correlation calculations for the alpha-carbon atoms revealed important details of the allosteric mechanisms. Our simulations provide atomistic models for better understanding the conformational activation mechanism of AT against its target factors.
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Affiliation(s)
- Gábor Balogh
- Division of Clinical Laboratory Science, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary
| | - Zsuzsanna Bereczky
- Division of Clinical Laboratory Science, Department of Laboratory Medicine, Faculty of Medicine, University of Debrecen, 4032 Debrecen, Hungary
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Kruijt M, Treep MM, Cobbaert CM, Ruhaak LR. Antithrombin diagnostics by mass spectrometry: Development and analytical validation of a next-generation test. Res Pract Thromb Haemost 2023; 7:100079. [PMID: 36949768 PMCID: PMC10025100 DOI: 10.1016/j.rpth.2023.100079] [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: 10/24/2022] [Revised: 01/06/2023] [Accepted: 01/25/2023] [Indexed: 02/11/2023] Open
Abstract
Background Antithrombin deficiency is a rare but severe disorder leading to high risk of thrombosis. The current clinical care pathway relies on activity tests, which only provide overall functional information on the in vitro activity of antithrombin. However, antithrombin exists in many different forms, also known as proteoforms, with varying clinical phenotypes. Precision diagnostics, facilitated by mass spectrometry, provides a strategy to improve patient diagnostics by molecular characterization. Objectives To develop and analytically validate a mass spectrometry-based test for molecular characterization of antithrombin. Methods The test was analytically validated based on predefined analytical performance specifications. The validation covered imprecision, carryover, linearity, stability, analytical specificity, a provisional reference interval, and an explorative method comparison. Results The test passed the predefined analytical performance specifications with a mean within-laboratory imprecision of 5.9%, linearity between 0.08 and 2.58 μmol/L, and a provisional reference interval of 1.07 to 1.49 μmol/L. When measuring samples with a suspected quantitative deficiency, the test showed a good correlation with a commercial activity test (Pearson r = 0.88). Conclusion The test passed the validation, and we now envision the use of the test for exploration of the clinical relevance of specific antithrombin proteoforms. Puzzling cases of antithrombin deficiency, for instance, due to ambiguous activity results or an atypical clinical presentation, can be investigated by the LC-MRM mass spectrometry test serving as an add-on to the activity test and providing a molecular diagnosis. Clinical studies are planned to investigate the potential of the test to improve antithrombin diagnostics. Furthermore, the molecular information gained using the test may aid in establishing better risk stratification and a basis for personalized medicine.
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Affiliation(s)
- Mirjam Kruijt
- Correspondence Mirjam Kruijt, Leiden University Medical Center, Department of Clinical Chemistry and Laboratory Medicine, Albinusdreef 2, 2333 ZA, Leiden, the Netherlands.
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Rodgers GM, Mahajerin A. Antithrombin Therapy: Current State and Future Outlook. Clin Appl Thromb Hemost 2023; 29:10760296231205279. [PMID: 37822179 PMCID: PMC10571690 DOI: 10.1177/10760296231205279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/11/2023] [Accepted: 09/18/2023] [Indexed: 10/13/2023] Open
Abstract
Antithrombin (AT) is a natural anticoagulant pivotal in inactivating serine protease enzymes in the coagulation cascade, making it a potent inhibitor of blood clot formation. AT also possesses anti-inflammatory properties by influencing anticoagulation and directly interacting with endothelial cells. Hereditary AT deficiency is one of the most severe inherited thrombophilias, with up to 85% lifetime risk of venous thromboembolism. Acquired AT deficiency arises during heparin therapy or states of hypercoagulability like sepsis and premature infancy. Optimization of AT levels in individuals with AT deficiency is an important treatment consideration, particularly during high-risk situations such as surgery, trauma, pregnancy, and postpartum. Here, we integrate the existing evidence surrounding the approved uses of AT therapy, as well as potential additional patient populations where AT therapy has been considered by the medical community, including any available consensus statements and guidelines. We also describe current knowledge regarding cost-effectiveness of AT concentrate in different contexts. Future work should seek to identify specific patient populations for whom targeted AT therapy is likely to provide the strongest clinical benefit.
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Affiliation(s)
- George M. Rodgers
- Division of Hematology, University of Utah Medical Center, Salt Lake City, UT, USA
| | - Arash Mahajerin
- Division of Hematology, Children's Hospital of Orange County, Orange, CA, USA
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Lopes TJS, Rios RA, Rios TN, Alencar BM, Ferreira MV, Morishita E. Computational analyses reveal fundamental properties of the AT structure related to thrombosis. BIOINFORMATICS ADVANCES 2022; 3:vbac098. [PMID: 36698764 PMCID: PMC9838315 DOI: 10.1093/bioadv/vbac098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 11/28/2022] [Accepted: 12/22/2022] [Indexed: 12/25/2022]
Abstract
Summary Blood coagulation is a vital process for humans and other species. Following an injury to a blood vessel, a cascade of molecular signals is transmitted, inhibiting and activating more than a dozen coagulation factors and resulting in the formation of a fibrin clot that ceases the bleeding. In this process, antithrombin (AT), encoded by the SERPINC1 gene is a key player regulating the clotting activity and ensuring that it stops at the right time. In this sense, mutations to this factor often result in thrombosis-the excessive coagulation that leads to the potentially fatal formation of blood clots that obstruct veins. Although this process is well known, it is still unclear why even single residue substitutions to AT lead to drastically different phenotypes. In this study, to understand the effect of mutations throughout the AT structure, we created a detailed network map of this protein, where each node is an amino acid, and two amino acids are connected if they are in close proximity in the three-dimensional structure. With this simple and intuitive representation and a machine-learning framework trained using genetic information from more than 130 patients, we found that different types of thrombosis have emerging patterns that are readily identifiable. Together, these results demonstrate how clinical features, genetic data and in silico analysis are converging to enhance the diagnosis and treatment of coagulation disorders. Supplementary information Supplementary data are available at Bioinformatics Advances online.
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Affiliation(s)
| | - Ricardo A Rios
- Institute of Computing, Federal University of Bahia, Salvador 40170-110, Brazil
| | - Tatiane N Rios
- Institute of Computing, Federal University of Bahia, Salvador 40170-110, Brazil
| | - Brenno M Alencar
- Institute of Computing, Federal University of Bahia, Salvador 40170-110, Brazil
| | - Marcos V Ferreira
- Institute of Computing, Federal University of Bahia, Salvador 40170-110, Brazil
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Gerhart JG, Carreño FO, Loop MS, Lee CR, Edginton AN, Sinha J, Kumar KR, Kirkpatrick CM, Hornik CP, Gonzalez D. Use of Real-World Data and Physiologically-Based Pharmacokinetic Modeling to Characterize Enoxaparin Disposition in Children With Obesity. Clin Pharmacol Ther 2022; 112:391-403. [PMID: 35451072 PMCID: PMC9504927 DOI: 10.1002/cpt.2618] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 04/13/2022] [Indexed: 01/02/2023]
Abstract
Dosing guidance for children with obesity is often unknown despite the fact that nearly 20% of US children are classified as obese. Enoxaparin, a commonly prescribed low-molecular-weight heparin, is dosed based on body weight irrespective of obesity status to achieve maximum concentration within a narrow therapeutic or prophylactic target range. However, whether children with and without obesity experience equivalent enoxaparin exposure remains unclear. To address this clinical question, 2,825 anti-activated factor X (anti-Xa) surrogate concentrations were collected from the electronic health records of 596 children, including those with obesity. Using linear mixed-effects regression models, we observed that 4-hour anti-Xa concentrations were statistically significantly different in children with and without obesity, even for children with the same absolute dose (P = 0.004). To further mechanistically explore obesity-associated differences in anti-Xa concentration, a pediatric physiologically-based pharmacokinetic (PBPK) model was developed in adults, and then scaled to children with and without obesity. This PBPK model incorporated binding of enoxaparin to antithrombin to form anti-Xa and elimination via heparinase-mediated metabolism and glomerular filtration. Following scaling, the PBPK model predicted real-world pediatric concentrations well, with an average fold error (standard deviation of the fold error) of 0.82 (0.23) and 0.87 (0.26) in children with and without obesity, respectively. PBPK model simulations revealed that children with obesity have at most 20% higher 4-hour anti-Xa concentrations under recommended, total body weight-based dosing compared to children without obesity owing to reduced weight-normalized clearance. Enoxaparin exposure was better matched across age groups and obesity status using fat-free mass weight-based dosing.
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Affiliation(s)
- Jacqueline G. Gerhart
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Fernando O. Carreño
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Matthew Shane Loop
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Craig R. Lee
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | | | - Jaydeep Sinha
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Department of PediatricsUniversity of North Carolina School of MedicineThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Karan R. Kumar
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
- Department of PediatricsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Carl M. Kirkpatrick
- Centre for Medicine Use and SafetyMonash UniversityMelbourneVictoriaAustralia
| | - Christoph P. Hornik
- Duke Clinical Research InstituteDurhamNorth CarolinaUSA
- Department of PediatricsDuke University School of MedicineDurhamNorth CarolinaUSA
| | - Daniel Gonzalez
- Division of Pharmacotherapy and Experimental TherapeuticsUniversity of North Carolina Eshelman School of PharmacyThe University of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
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Kruijt M, van der Pol LM, Eikenboom J, Verburg HJ, Cobbaert CM, Ruhaak LR. Unraveling a borderline antithrombin deficiency case with quantitative mass spectrometry. J Thromb Haemost 2022; 20:145-148. [PMID: 34653293 PMCID: PMC9298056 DOI: 10.1111/jth.15553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/08/2021] [Accepted: 10/11/2021] [Indexed: 11/27/2022]
Abstract
Antithrombin deficiency diagnostics by first-line activity tests suffer from a lack of sensitivity sometimes resulting in diagnostic uncertainty. We here present a case of a woman with recurrent pregnancy loss who was screened for inherited thrombophilia. Antithrombin activity was borderline low, resulting in uncertainty about the correct diagnosis. Using a mass spectrometry-based test, the antithrombin protein of the patient was characterized at the molecular level and a heterozygous p.Pro73Leu mutation was identified. The mutation, also known as antithrombin "Basel," increases the risk of venous thromboembolism and obstetric complications. This case is illustrative of current antithrombin deficiency screening, in which diagnoses may be missed by traditional diagnostics. Next-generation protein diagnostics by mass spectrometry provides molecular insight into the proteoforms present in vivo. This information is essential for laboratory specialists and clinicians to unambiguously diagnose patients and will aid in evolving healthcare from traditional to precision diagnostics.
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Affiliation(s)
- Mirjam Kruijt
- Department of Clinical Chemistry and Laboratory MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - Liselotte M. van der Pol
- Department of Internal MedicineDivision of Thrombosis and HemostasisLeiden University Medical CenterLeidenThe Netherlands
| | - Jeroen Eikenboom
- Department of Internal MedicineDivision of Thrombosis and HemostasisLeiden University Medical CenterLeidenThe Netherlands
| | - Harjo J. Verburg
- Department of Gynecology and FertilityLeiden University Medical CenterLeidenThe Netherlands
| | - Christa M. Cobbaert
- Department of Clinical Chemistry and Laboratory MedicineLeiden University Medical CenterLeidenThe Netherlands
| | - L. Renee Ruhaak
- Department of Clinical Chemistry and Laboratory MedicineLeiden University Medical CenterLeidenThe Netherlands
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Oyinloye BE, Ajiboye BO, Johnson O, Owolabi OV, Ejeje JN, Brai BIC, Omotuyi OI. Ameliorative Effect of Flavonoid-rich Extracts from Gongronema latifolium Against Diabetic Cardiomyopathy via serpin A 3 and socs3-a in Streptozocin Treated Rats. Biomarkers 2021; 27:169-177. [PMID: 34951557 DOI: 10.1080/1354750x.2021.2023220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
Abstract
INTRODUCTION The present study access the effect of the flavonoid-rich isolate from Gongronema latifolium against cardiomyopathy in a streptozotocin-rich extract. MATERIAL AND METHODS The flavonoid-rich isolate from G. latifolium leaf (FREGL) was prepared using a standard method. A single injection of streptozotocin was induced into the experimental rats. The experimental animals were divided into five groups as non-diabetic rats, diabetic control, diabetic rats administered low and high doses of FREGL (13 and 26 mg/kg), and metformin glibenclamide orally for 21 days. Hence, the experimental animals were sacrificed; blood and heart were harvested to determine diverse biochemical parameters, including the gene expressions of serpin A3 and socs3-a as well as histological examination. RESULTS The results demonstrated that FREGL significantly (p < 0.05) reduced fasting blood glucose, total cholesterol, low density lipoprotein (LDL), triglyceride (TG), lipid peroxidation levels, as well as the activities of lactate dehydrogenase and creatine kinase-MB, including the relative gene expressions of serpin A3 and Socs3-A in diabetic rats. Also, diabetic rats that received different doses of FREGL showed a substantial rise in insulin and high density lipoprotein (HDL) levels, and antioxidant enzyme activities, as well as, normal histoarchitecture of the heart tissues. CONCLUSION Therefore, FREGL may be beneficial in alleviating diabetic cardiomyopathy.
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Affiliation(s)
- Babatunji Emmanuel Oyinloye
- Phytomedicine, Biochemical Toxicology and Biotechnology Research Laboratories, Department of Biochemistry, College of Sciences, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria.,Institute of Drug Research and Development, SE Bogoro Center, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria.,Biotechnology and Structural Biology (BSB) Group, Department of Biochemistry and Microbiology, University of Zululand, KwaDlangezwa, 3886, South Africa
| | - B O Ajiboye
- Phytomedicine and Molecular Toxicology Research Laboratory, Department of Biochemistry, Federal University Oye-Ekiti, PMB 373, Oye-Ekiti, 371104, Nigeria.,Phytomedicine, Biochemical Toxicology and Biotechnology Research Laboratories, Department of Biochemistry, College of Sciences, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria.,Institute of Drug Research and Development, SE Bogoro Center, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria
| | - Oluwafolakemi Johnson
- Phytomedicine, Biochemical Toxicology and Biotechnology Research Laboratories, Department of Biochemistry, College of Sciences, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria
| | - Olutunmise Victoria Owolabi
- Medical Biochemistry Unit, College of Medicine and Health Sciences, Afe Babalola University, PMB 5454, Ado-Ekiti 360001, Nigeria
| | - Jerius Nkwuda Ejeje
- Phytomedicine, Biochemical Toxicology and Biotechnology Research Laboratories, Department of Biochemistry, College of Sciences, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria.,Department of Chemistry/Biochemistry/Molecular Biology, Alex- Ekwueme Federal University Ndufu-Alike, P.O. Box 1010, Abakaliki 482131, Nigeria
| | - Batholemn I C Brai
- Department of Biochemistry, Federal University Oye-Ekiti, PMB 373, Oye-Ekiti, 371104, Nigeria
| | - Olaposi Idowu Omotuyi
- Institute of Drug Research and Development, SE Bogoro Center, Afe Babalola University, PMB 5454, Ado-Ekiti, 360001, Nigeria.,Department of Pharmacceutical Science, Faculty of Pharmacy, Afe Babalola University Ado-Ekiti, Ekiti State, Nigeria
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