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Vijayakumar S, Kumar LL, Borkotoky S, Murali A. The Application of MD Simulation to Lead Identification, Vaccine Design, and Structural Studies in Combat against Leishmaniasis - A Review. Mini Rev Med Chem 2024; 24:1089-1111. [PMID: 37680156 DOI: 10.2174/1389557523666230901105231] [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: 03/13/2023] [Revised: 06/07/2023] [Accepted: 07/14/2023] [Indexed: 09/09/2023]
Abstract
Drug discovery, vaccine design, and protein interaction studies are rapidly moving toward the routine use of molecular dynamics simulations (MDS) and related methods. As a result of MDS, it is possible to gain insights into the dynamics and function of identified drug targets, antibody-antigen interactions, potential vaccine candidates, intrinsically disordered proteins, and essential proteins. The MDS appears to be used in all possible ways in combating diseases such as cancer, however, it has not been well documented as to how effectively it is applied to infectious diseases such as Leishmaniasis. As a result, this review aims to survey the application of MDS in combating leishmaniasis. We have systematically collected articles that illustrate the implementation of MDS in drug discovery, vaccine development, and structural studies related to Leishmaniasis. Of all the articles reviewed, we identified that only a limited number of studies focused on the development of vaccines against Leishmaniasis through MDS. Also, the PCA and FEL studies were not carried out in most of the studies. These two were globally accepted utilities to understand the conformational changes and hence it is recommended that this analysis should be taken up in similar approaches in the future.
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Affiliation(s)
| | | | - Subhomoi Borkotoky
- Department of Biotechnology, Invertis University, Bareilly, Uttar Pradesh, India
| | - Ayaluru Murali
- Department of Bioinformatics, Pondicherry University, Puducherry, India
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Sasidharan S, Saudagar P. 4',7-dihydroxyflavone conjugated carbon nanotube formulation demonstrates improved efficacy against Leishmania parasite. Biochim Biophys Acta Gen Subj 2023; 1867:130416. [PMID: 37463617 DOI: 10.1016/j.bbagen.2023.130416] [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: 04/25/2023] [Revised: 06/05/2023] [Accepted: 06/19/2023] [Indexed: 07/20/2023]
Abstract
One of the global problems of rising concern is the spread of the neglected tropical disease, leishmaniasis. There are several drugs used for the treatment of the disease but the repertoire of drugs has drawbacks like toxicity and low therapeutic value. Considering the need for new drugs, we studied the synthesis of 4',7-dihydroxyflavone conjugated multi-walled carbon nanotubes (47DHF-MWCNTs) and evaluated their anti-leishmanial activity against Leishmania donovani. The compound 47DHF was conjugated to the acid oxidized MWCTNs by Steglich esterification. The synthesized 47DHF-MWCNTs were characterized by UV spectroscopy, and, from the zeta value of 35 mV, they were found to be stable. 47DHF-MWCNTs possessed 84% drug loading efficiency and 63% cumulative drug release at intra-macrophage pH of 5.8. Moreover, the evaluation of 47DHF-MWCNTs for activity showed an IC50 value of 0.051 ± 0.01 μg/ml and 0.072 ± 0.01 μg/ml against the promastigote and amastigote form, respectively. 47DHF-MWCNTs exhibited an infectivity index of 42 and selectivity index of 95, suggesting the activity of 47DHF-MWCNTs against intracellular amastigotes in the study. The 47DHF-MWCNTs also had low cytotoxicity towards macrophage cells. Fascinatingly, the 47DHF-MWCNTs treatment causes a high accumulation of ROS in the promastigotes suggesting the mechanism of anti-leishmanial activity to be ROS mediated. Summarizing from our results, we propose for the first time a novel 47DHF conjugated MWCNTs capable of anti-leishmanial activity with lower cytotoxicity that has a huge potential to be a formulation against leishmaniasis.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal 506004, Telangana, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal 506004, Telangana, India.
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Sasidharan S, Saudagar P. An anti-leishmanial compound 4',7-dihydroxyflavone elicits ROS-mediated apoptosis-like death in Leishmania parasite. FEBS J 2023. [PMID: 36871140 DOI: 10.1111/febs.16770] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 01/12/2023] [Accepted: 03/02/2023] [Indexed: 03/06/2023]
Abstract
The treatment for leishmaniasis is currently plagued by side effects such as toxicity and the emergence of drug resistance to the available repertoire of drugs, as well as the expense of these drugs. Considering such rising concerns, we report the anti-leishmanial activity and mechanism of a flavone compound 4',7-dihydroxyflavone (TI 4). Four flavanoids were initially screened for anti-leishmanial activity and cytotoxicity. The results showed that the compound TI 4 exhibited higher activity and selectivity index at the same time as maintaining low cytotoxicity. Preliminary microscopic studies and fluorescence-activated cell sorting analysis reported that the parasite underwent apoptosis on TI 4 treatment. Further in-depth studies revealed high reactive oxygen species (ROS) production and thiol levels in the parasites, suggesting ROS-mediated apoptosis in the parasites upon TI 4 treatment. Other apoptotic indicators such as intracellular Ca2+ and mitochondrial membrane potential also indicated the onset of apoptosis in the treated parasites. The mRNA expression levels signified that the redox metabolism genes were upregulated by two-fold along with the apoptotic genes. In summary, the use of TI 4 on Leishmania parasites induces ROS-mediated apoptosis; therefore, the compound has immense potential to be an anti-leishmanial drug. However, in vivo studies would be required to ascertain its safety and efficacy before we can exploit the compound against the growing leishmaniasis crisis.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal, India
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Sasidharan S, Saudagar P. Knockout of Tyrosine Aminotransferase Gene by Homologous Recombination Arrests Growth and Disrupts Redox Homeostasis in Leishmania Parasite. Parasitol Res 2022; 121:3229-3241. [PMID: 36056961 DOI: 10.1007/s00436-022-07642-0] [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: 05/17/2022] [Accepted: 08/24/2022] [Indexed: 11/26/2022]
Abstract
Tyrosine aminotransferase is a well-characterized enzyme in the Leishmania parasite, but the role of TAT in the parasite functioning remains largely unknown. In this study, we attempt to gain a better understanding of the enzyme's role in the parasite by gene knockout and overexpression of the TAT gene. The overexpression of TAT protein was well tolerated by the parasites in two independent repeats. Single knockout of TAT gene by homologous recombination, LdTAT+/- displayed distinct retardation in the proliferation rates and entered the death phase immediately. Morphology of LdTAT+/- parasites had important structural defects as they rounded up with elongated flagella. Gene regulation studies suggested the upregulation of key apoptotic and redox metabolism genes in LdTAT+/-. Moreover, LdTAT+/- cells accumulated higher ROS, thiols, intracellular Ca2+ concentrations, and mitochondrial membrane depolarization signifying the onset of apoptosis. Tocopherol levels were reduced by 50% in LdTAT+/- suggesting the involvement of TAT in tocopherol biosynthesis in the parasite. Overall, our results provide the first evidence that gene knockout of TAT results in apoptosis and that TAT is required for the survival and viability of Leishmania donovani.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, 506004, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, 506004, India.
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Sasidharan S, Saudagar P. Gold and silver nanoparticles functionalized with 4',7-dihydroxyflavone exhibit activity against Leishmania donovani. Acta Trop 2022; 231:106448. [PMID: 35395228 DOI: 10.1016/j.actatropica.2022.106448] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/30/2022] [Accepted: 03/31/2022] [Indexed: 11/18/2022]
Abstract
Leishmaniasis is a neglected tropical disease that has been burdening the world for over a century. Though there are drugs to treat leishmaniasis, the repertoire suffers several drawbacks like toxicity and low therapeutic value. Therefore, there is a rising concern to develop new anti-leishmanial strategies. In this study, we report, for the first time, the one-pot synthesis method and functionalization of gold and silver nanoparticles with 4',7-dihydroxyflavone (Au-47DHF and Ag-47DHF)) and their anti-leishmanial activity. Oval and spherical-shaped Au-47DHF nanoparticles were obtained with an average size of 5.8 ± 0.1 nm and while synthesized dodecahedron-shaped Ag-47DHF had an average size of 25.1 ± 1 nm. The zeta potential of Au-47DHF and Ag-47DHF were measured to be stable with values of 40 mV and 60 mV, respectively. The functionalization of nanoparticles with 4',7-dihydroxyflavone was confirmed by FTIR spectra. Both Au-47DHF and Ag-47DHF exhibited promising anti-leishmanial activity against the promastigote forms with IC50 values of 0.1226 ± 0.02 µg/ml and 0.8483 ± 0.14 µg/ml, respectively. The nanoparticles were also capable of anti-intracellular amastigote activity with 0.121 ± 0.36 µg/ml and 0.215 ± 0.85 µg/ml for Au-47DHF and Ag-47DHF, respectively. Interestingly, the treatment with Au-47DHF and Ag-47DHF nanoparticles generated high ROS concentrations in the parasites suggesting a ROS-mediated anti-leishmanial activity of Au-47DHF and Ag-47DHF. Concluding from the results, we present here a novel synthesis method of Au-47DHF and Ag-47DHF nanoparticles that have immense potential to be anti-leishmanial agents.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal,506004, Telangana, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal,506004, Telangana, India.
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Therapeutic p28 peptide targets essential H1N1 influenza virus proteins: insights from docking and molecular dynamics simulations. Mol Divers 2021; 25:1929-1943. [PMID: 33575983 PMCID: PMC7877518 DOI: 10.1007/s11030-021-10193-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Accepted: 01/28/2021] [Indexed: 10/28/2022]
Abstract
The H1N1 influenza virus causes a severe disease that affects the human respiratory tract leading to millions of deaths every year. At present, certain vaccines and few drugs are used to control the virus during seasonal outbreaks. However, high mutation rates and genetic reassortment make it challenging to prevent and mitigate outbreaks, leading to pandemics. Thus, alternate therapies are required for its management and control. Here, we report that a bacterial protein, azurin, and its peptide derivatives p18 and p28 target critical proteins of the influenza virus in an effective manner. The molecular docking studies show that the p28 peptide could target C-PB1, NS1-ED, PB2-CBD, PB2-RBD, NP, and PA proteins. These complexes were further subjected to the simulation of molecular dynamics and binding free energy calculations. The data indicate that p28 has an unusually high affinity and forms stable complexes with the viral proteins C-PB1, PB2-CBD, PB2-RBD, and NP. We suggest that the azurin derivative p28 peptide can act as an anti-influenza agent as it can bind to multiple targets and neutralize the virus. Additional experimental studies need to be conducted to evaluate its safety and efficacy as an anti-H1N1 molecule.
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Sasidharan S, Saudagar P. Flavones reversibly inhibit Leishmania donovani tyrosine aminotransferase by binding to the catalytic pocket: An integrated in silico-in vitro approach. Int J Biol Macromol 2020; 164:2987-3004. [PMID: 32798546 DOI: 10.1016/j.ijbiomac.2020.08.107] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/27/2020] [Accepted: 08/12/2020] [Indexed: 02/06/2023]
Abstract
The current drugs for treating Leishmaniasis are toxic, non-economical and with the emergence of drug resistance makes the need for novel therapeutics urgent and necessary. In the current study, we report the identification of compounds TI 1-5 against tyrosine aminotransferase of L. donovani from a curated ZINC15 database containing 183,659 compounds. These flavonoid compounds had binding energies < -8 kcal/mol and interacted with the active site residues S151, K286, C290, and P291. Assessment of physicochemical descriptors and ADMET properties established the drug likeliness of these compounds. The all-atom molecular dynamic simulations of the TAT-TI complexes exhibited stable geometrical properties and further trajectory analysis revealed the high-affinity interactions of TI 1, 3, 4, and 5 with the active site residues. DFT calculations reported the high electrophilic nature of TI 2 while other TI compounds demonstrated good kinetic stability and reactivity. From in vitro studies, TI 3 and TI 4 had the highest inhibition with Ki values of 0.9 ± 0.2 μM and 0.30 ± 0.1 μM, respectively. Taken together, the results from this study indicate the potentiality of TI 1, 3, 4, and 5 as anti-leishmanial leads, and these compounds can be exploited to manage the growing Leishmaniasis crisis in the world.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal, 506004, Telangana, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal, 506004, Telangana, India.
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Sasidharan S, Saudagar P. Mapping N- and C-terminals of Leishmania donovani tyrosine aminotransferase by gene truncation strategy: a functional study using in vitro and in silico approaches. Sci Rep 2020; 10:12463. [PMID: 32719483 PMCID: PMC7385629 DOI: 10.1038/s41598-020-69512-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2020] [Accepted: 06/26/2020] [Indexed: 11/25/2022] Open
Abstract
Tyrosine aminotransferase (TAT) catalyzes the transamination of amino acids in Leishmania sp.. TAT from Leishmania donovani has been found to be extremely stable at extreme temperatures and pH conditions. This study was conceived to map the functions of the non-conserved N-terminal and conserved C-terminal domain of TAT. N-terminal (NTAT) and C-terminal (CTAT) domain of TAT was truncated and cloned into the pET28a(+) vector. The truncated proteins were expressed, purified, and biochemically characterized. The Km of NTAT and CTAT for the tyrosine-pyruvate pair was determined to be 3.468 ± 0.796 mM and 4.581 ± 0.627 mM, repectively. Temperature and pH stability studies found NTAT to be stable like TAT but CTAT was extremely susceptible to temperature and pH changes. Upon docking and simulation for 100 ns, NTAT had lower SASA values. From UV spectroscopic study, PLP bound better to CTAT than NTAT because of the reduced SASA of NTAT. The sensitivity of CTAT was reasoned when the urea denaturation studies showed two-state denaturation which differed from NTAT’s and TAT’s biphasic folding mechanism. From this study, the authors hypothesize that the N-terminal is responsible for PLP stabilization and C-terminal protects the active site from extreme conditions.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, 506004, India
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, 506004, India.
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Sasidharan S, Selvaraj C, Singh SK, Dubey VK, Kumar S, Fialho AM, Saudagar P. Bacterial protein azurin and derived peptides as potential anti-SARS-CoV-2 agents: insights from molecular docking and molecular dynamics simulations. J Biomol Struct Dyn 2020; 39:5706-5721. [PMID: 32619162 DOI: 10.1080/07391102.2020.1787864] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
The current pandemic SARS-CoV-2 has wreaked havoc in the world, and neither drugs nor vaccine is available for the treatment of this disease. Thus, there is an immediate need for novel therapeutics that can combat this deadly infection. In this study, we report the therapeutic assessment of azurin and its peptides: p18 and p28 against the viral structural S-protein and non-structural 3CLpro and PLpro proteins. Among the analyzed complexes, azurin docked relatively well with the S2 domain of S-protein compared to the other viral proteins. The derived peptide p18 bound to the active site domain of the PLpro protein; however, in other complexes, lesser interactions were recorded. The second azurin derived peptide p28, fared the best among the docked proteins. p28 interacted with all the three viral proteins and the host ACE-2 receptor by forming several electrostatic and hydrogen bonds with the S-protein, 3CLpro, and PLpro. MD simulations indicated that p28 exhibited a strong affinity to S-protein and ACE-2 receptor, indicating a possibility of p28 as a protein-protein interaction inhibitor. Our data suggest that the p28 has potential as an anti-SARS-CoV-2 agent and can be further exploited to establish its validity in the treatment of current and future SARS-CoV crisis.Communicated by Ramaswamy H. Sarma.
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Affiliation(s)
- Santanu Sasidharan
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, India
| | - Chandrabose Selvaraj
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Sanjeev Kumar Singh
- Computer Aided Drug Design and Molecular Modeling Lab, Department of Bioinformatics, Alagappa University, Karaikudi, India
| | - Vikash Kumar Dubey
- School of Biochemical Engineering, Indian Institute of Technology BHU, Varanasi, India
| | - Sachin Kumar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Guwahati, Assam, India
| | - Arsenio M Fialho
- Department of Bioengineering, Instituto Superior Técnico, Institute of Bioengineering and Biosciences (iBB), University of Lisbon, Lisbon, Portugal
| | - Prakash Saudagar
- Department of Biotechnology, National Institute of Technology, Warangal, Telangana, India
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Raj S, Sasidharan S, Balaji SN, Saudagar P. An overview of biochemically characterized drug targets in metabolic pathways of Leishmania parasite. Parasitol Res 2020; 119:2025-2037. [DOI: 10.1007/s00436-020-06736-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2020] [Accepted: 05/28/2020] [Indexed: 12/18/2022]
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