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1.
Funct Integr Genomics ; 23(1): 55, 2023 Feb 02.
Article in English | MEDLINE | ID: mdl-36725761

ABSTRACT

Cross-species post-transcriptional regulatory potential of plant derived small non-coding microRNAs (miRNAs) has been well documented by plenteous studies. MicroRNAs are transferred to host cells via oral ingestion wherein they play a decisive role in regulation of host genes; thus, miRNAs have evolved as the nascent bioactive molecules imparting pharmacological values to traditionally used medicinal plants. The present study aims to investigate small RNA profiling in order to uncover the potential regulatory role of miRNAs derived from Andrographis paniculata, one of the most widely used herb by tribal communities for liver disorders and document the pharmacological properties of A. paniculata miRNAs. In this study, high-throughput sequencing method was used to generate raw data, ~ 60 million sequences were generated from A. paniculata leaves. Using computational tools and bioinformatics approach, analyses of 3,480,097 clean reads resulted in identification of 3440 known and 51 putative novel miRNAs regulating 1365 and 192 human genes respectively. Remarkably, the identified plausible novel miRNAs apa-miR-5, apa-miR-1, apa-miR-26, and apa-miR-30 are projected to target significant host genes including CDK6, IKBKB, TRAF3, CHD4, MECP2, and ADIPOQ. Subsequent annotations revealed probable involvement of the target genes in various pathways for instance p38-MAPK, AKT, AMPK, NF-Kß, ERK, WNT signalling, MYD88 dependant cascade, and pathways in cancer. Various diseases such as human papilloma virus infection, Alzheimer's, Non-alcoholic Fatty Liver, Alcoholic liver diseases, HepatoCellular Carcinoma (HCC), and numerous other cancers were predominantly found to be linked with target genes. Our findings postulate novel interpretations regarding modulation of human transcripts by A. paniculata miRNAs and exhibit the regulation of human diseases by plant-derived miRNAs. Though our study elucidates miRNAs as novel therapeutic agents, however, experimental validations for assessment of therapeutic potential of these miRNAs are still warranted.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , MicroRNAs , Humans , MicroRNAs/genetics , Andrographis paniculata , Sequence Analysis, RNA , High-Throughput Nucleotide Sequencing , Gene Expression Profiling
2.
J Mol Graph Model ; 105: 107874, 2021 06.
Article in English | MEDLINE | ID: mdl-33647752

ABSTRACT

SARS-CoV-2, the viral particle, is responsible for triggering the 2019 Coronavirus disease outbreak (COVID-19). To tackle this situation, a number of strategies are being devised to either create an antidote, a vaccine, or agents capable of preventing its infection. To enable research on these strategies, numerous target proteins are identified where Spike (S) protein is presumed to be of immense potential. S-protein interacts with human angiotensin-converting-enzyme-2 (ACE2) for cell entry. The key region of S-protein that interacts with ACE2 is a portion of it designated as a receptor-binding domain (RBD), following whereby the viral membrane fuses with the alveolar membrane to enter the human cell. The proposition is to recognize molecules from the bundle of phytochemicals of medicinal plants known to possess antiviral potentials as a lead that could interact and mask RBD, rendering them unavailable to form ACE2 interactions. Such a molecule is called the 'S-protein blocker'. A total of 110 phytochemicals from Withania somnifera, Asparagus racemosus, Zinziber officinalis, Allium sativum, Curcuma longa and Adhatoda vasica were used in the study, of which Racemoside A, Ashwagandhanolide, Withanoside VI, Withanoside IV and Racemoside C were identified as top five hits using molecular docking. Further, essential Pharmacophore features and their ADMET profiles of these compounds were studied following to which the best three hits were analyzed for their interaction with RBD using Molecular Dynamics (MD) simulation. Binding free energy calculations were performed using MM/GBSA, proving these phytochemicals can serve as S-protein blocker.


Subject(s)
COVID-19 , Molecular Dynamics Simulation , Angiotensin-Converting Enzyme 2 , Antiviral Agents/pharmacology , Humans , Molecular Docking Simulation , Peptidyl-Dipeptidase A/metabolism , Phytochemicals/pharmacology , Protein Binding , SARS-CoV-2 , Spike Glycoprotein, Coronavirus
3.
Toxicol Mech Methods ; 28(9): 685-698, 2018 Nov.
Article in English | MEDLINE | ID: mdl-29998769

ABSTRACT

Structure-based models to understand the transport of small molecules through biological membrane can be developed by enumerating intermolecular interactions of the small molecule with a biological membrane, usually a dimyristoylphosphatidylcholine (DMPC) monolayer. This ADME (absorption, distribution, metabolism, and excretion) property based on Madin-Darby Canine Kidney (MDCK) cell line demonstrates intestinal drug absorption of small molecules and correlated to human intestinal absorption which acts as a determining factor to forecast small-molecule prioritization in drug-discovery projects. We present here the development of MDCKpred web-tool which calculates MDCK permeability coefficient of small molecule based on the regression model, developed using membrane-interaction chemical features. The web-tool allows users to calculate the MDCK permeability coefficient (nm/s) instantly by providing simple descriptor inputs. The chemical-interaction features are derived from different parts of the DMPC molecule viz. head, middle, and tail regions and accounts overall intermolecular contacts of the small molecule when passively diffused through the phospholipid-rich biological membrane. The MDCKpred model is both internally (R2 = .76; [Formula: see text]= .68; Rtrain = .87; Rtest = .69) and externally (Rext = .55) validated. Furthermore, we used natural molecules as application examples to demonstrate its utility in lead exploration and optimization projects. The MDCKpred web-tool can be accessed freely at http://www.mdckpred.in . This web-tool is designed to offer an intuitive way of prioritizing small molecules based on calculated MDCK permeabilities.


Subject(s)
Cell Membrane Permeability/physiology , Models, Biological , Pharmaceutical Preparations , Small Molecule Libraries/pharmacokinetics , Software , Algorithms , Animals , Cell Membrane/metabolism , Dogs , Intestinal Absorption , Madin Darby Canine Kidney Cells , Pharmaceutical Preparations/chemistry , Pharmaceutical Preparations/metabolism , Quantitative Structure-Activity Relationship
4.
Appl Biochem Biotechnol ; 177(4): 861-78, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26299376

ABSTRACT

Inhibitor design associated with the dynamics of dengue envelope protein at pre-fusion stage is a prominent strategy to interfere fusion transition of dengue virus with the host cell membrane. Receptor-guided de novo inhibitors were designed based on the knowledge of co-crystallized detergent, ß-octyl glucoside. Pharmacophore features distribution showed the preference of aromatic groups with H bonding features connected to aliphatic bulky group as the skeleton for inhibitor design. Molecular dynamic simulations revealed (2R)-2-[(6-amino-1-oxohexan-2-yl)amino]-4-[6-(4-phenylpiperidine-1-yl)-1,2-benzoxazol-3-yl]butanoate as the probable binder which developed extensive conservative interactions despite the local pocket residues movements especially from kl ß-hairpin, the key structural unit for initiating conformational changes required for fusion transition. The electronic and hydrophobic potentials also indicated that butanoate molecule as the initial lead for envelope protein inhibitors.


Subject(s)
Dengue Virus , Drug Design , Viral Envelope Proteins/antagonists & inhibitors , Viral Envelope Proteins/metabolism , Butyric Acid/chemistry , Butyric Acid/metabolism , Butyric Acid/pharmacology , Hydrogen Bonding , Hydrophobic and Hydrophilic Interactions , Ligands , Molecular Docking Simulation , Molecular Dynamics Simulation , Protein Conformation , Viral Envelope Proteins/chemistry
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