Molecular scaffold recognition of drug molecules against essential genes of Leishmania donovani using biocomputing approach

被引:7
作者
Saha, Debanjan [1 ]
Borah, Nayan Jyoti [1 ]
Jha, Anupam Nath [1 ]
机构
[1] Tezpur Univ, Dept Mol Biol & Biotechnol, Tezpur, Assam, India
关键词
Visceral leishmaniasis; Leishmania donovani; Pyridoxal kinase; Sterol alpha-14 demethylase; MD simulations; PYRIDOXAL KINASE; TARGET; SPECIFICITY; PREDICTION; PROTEIN;
D O I
10.1016/j.sajb.2023.08.067
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Leishmania donovani, an obligatory intracellular flagellate pathogen, is the underlying cause of visceral leishmaniasis (VL), a fatal disease that poses a significant challenge to existing therapeutic approaches and leads to human mortality. In an endeavor to find an antileishmanial drug to combat VL, we aimed to assess the approved drug molecules against the specific drug targets of VL. In this study, a theoretical method was used to select two essential therapeutic targets (pyridoxal kinase [PK] and sterol alpha-14 demethylase [SDM]) which were present in both the data set of essential genes and drug target proteins. The selected PK and SDM proteins in L. donovani play pivotal roles as essential enzymes in the crucial vitamin B6 salvage and sterol biosynthesis pathways, respectively, leading to pathogenicity in humans. In addition to that drugs were gathered from the DrugBank and Drug Central databases and 325 (out of 4867) compounds having anti-parasitic properties were screened by PASS analysis. Consequently, three ligands (referred to as Lig_1, Lig_2, and Lig_3) were chosen based on their elevated Pa values, docking scores, and notable medicinal applications. Moreover, the result obtained from MD simulation suggests Lig_1 [Nitazoxanide (PubChem ID-41684)] does not affect the structural integrity of both targets. Additionally, evaluation of total binding energies by MMPBSA analysis showed stronger binding of Lig_1 with PK and SDM is -100.71 and -175.61 kJ/mol, respectively compared to others. As a whole, the methodology employed in this research involves the simultaneous identification of suitable protein targets and potential inhibitors. Through this investigation, we have demonstrated that compounds derived from a biocomputing approach exhibit interaction mechanisms as inhibitors against drug targets, offering a promising avenue for addressing VL. & COPY; 2023 SAAB. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:52 / 63
页数:12
相关论文
共 57 条
[1]   Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers [J].
Abraham, Mark James ;
Murtola, Teemu ;
Schulz, Roland ;
Páll, Szilárd ;
Smith, Jeremy C. ;
Hess, Berk ;
Lindah, Erik .
SoftwareX, 2015, 1-2 :19-25
[2]   Leishmania: an urgent need for new treatments [J].
不详 .
EBIOMEDICINE, 2023, 87
[3]   Structural attributes and substrate specificity of pyridoxal kinase from Leishmania donovani [J].
Are, Sayanna ;
Gatreddi, Santhosh ;
Jakkula, Pranay ;
Qureshi, Insaf Ahmed .
INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES, 2020, 152 :812-827
[4]   DrugCentral 2021 supports drug discovery and repositioning [J].
Avram, Sorin ;
Bologa, Cristian G. ;
Holmes, Jayme ;
Bocci, Giovanni ;
Wilson, Thomas B. ;
Dac-Trung Nguyen ;
Curpan, Ramona ;
Halip, Liliana ;
Bora, Alina ;
Yang, Jeremy J. ;
Knockel, Jeffrey ;
Sirimulla, Suman ;
Ursu, Oleg ;
Oprea, Tudor, I .
NUCLEIC ACIDS RESEARCH, 2021, 49 (D1) :D1160-D1169
[5]   In silico Metabolic Pathway Analysis Identifying Target Against Leishmaniasis - A Kinetic Modeling Approach [J].
Bora, Nikita ;
Jha, Anupam Nath .
FRONTIERS IN GENETICS, 2020, 11
[6]   An integrative approach using systems biology, mutational analysis with molecular dynamics simulation to challenge the functionality of a target protein [J].
Bora, Nikita ;
Jha, Anupam Nath .
CHEMICAL BIOLOGY & DRUG DESIGN, 2019, 93 (06) :1050-1060
[7]   An Overview on the Therapeutics of Neglected Infectious Diseases-Leishmaniasis and Chagas Diseases [J].
Brindha, J. ;
Balamurali, M. M. ;
Chanda, Kaushik .
FRONTIERS IN CHEMISTRY, 2021, 9
[8]   Canonical sampling through velocity rescaling [J].
Bussi, Giovanni ;
Donadio, Davide ;
Parrinello, Michele .
JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)
[9]   Leishmaniasis - current chemotherapy and recent advances in the search for novel drugs [J].
Croft, SL ;
Coombs, GH .
TRENDS IN PARASITOLOGY, 2003, 19 (11) :502-508
[10]   Pyridoxal phosphate enzymes: Mechanistic, structural, and evolutionary considerations [J].
Eliot, AC ;
Kirsch, JF .
ANNUAL REVIEW OF BIOCHEMISTRY, 2004, 73 :383-415