Region-Based Distance Analysis of Keyphrases: A New Unsupervised Method for Extracting Keyphrases Feature from Articles

Author(s):  
Mohammad Badrul Alam Miah ◽  
Suryanti Awang ◽  
Md. Saiful Azad
Author(s):  
Acharya Balkrishna ◽  
Rashmi Mittal ◽  
Vedpriya Arya

Background:: COVID-19 caused by SARS-CoV-2 has been declared as global pandemic by WHO. Comprehensive analysis of this unprecedented outbreak may help to fight against the disease and may play a pivotal role in decreasing the mortality rate linked with it. Papain like protease (PLpro), a multifunctional polyprotein facilitates the replication of SARS-CoV-2 and evades it from the host immunological response by antagonizing cytokines, interferons and may be considered as potential drug target to combat the current pandemic. Methods:: Natural moieties obtained from medicinal plants were analysed for their potency to target PLpro of SARS-CoV-2 by molecular docking study and were compared with synthetic analogs named as remdesivir, chloroquine and favipiravir. The stability of complexes of top hits was analysed by MD Simulation and interaction energy was calculated. Furthermore, average RMSD values were computed and deepsite ligand binding pockets were predicted using Play Molecule. Drug like abilities of these moieties were determined using ADMET and bond distance between the ligand and active site was assessed to predict the strength of interaction. Results:: Nimbocinol (-7.6 Kcal/mol) and sage (-7.3 Kcal/mol) exhibited maximum BA against PLpro SARS-CoV-2 as evident from molecular docking study which was found to be even better than remdesivir (-6.1 Kcal/mol), chloroquine (-5.3 Kcal/mol) and favipiravir (-5.7 Kcal/mol). Both nimbocinol-PLpro and sage-PLpro SARS-CoV-2 complex exhibited stable conformation during MD Simulation of 101ns at 310 K and potential, kinetic and electrostatic interaction energies were computed which was observed to be concordant with results of molecular docking study. RMSD average values were found to be 0.496 ± 0.015 Å and 0.598 ± 0.023 Å for nimbocinol and sage respectively thus revealing that both the deviation and fluctuations during MD Simulation were observed to be least. Deepsite prediction disclosed that both compounds occupied cryptic pockets in receptor and non-bond distance analysis revealed the formation of hydrogen bonds during ligand-receptor interaction. ADMET exploration further validated the drug like properties of these compounds. Conclusion:: Present study revealed that active constituents of Azadirachta indica and Salvia officinalis can be potentially used to target SARS-CoV-2 by hindering its replication process.


1999 ◽  
Vol 180 (2) ◽  
pp. 147-155 ◽  
Author(s):  
Christophe Roux ◽  
Nathalie Séjalon-Delmas ◽  
Monique Martins ◽  
Agnès Parguey-Leduc ◽  
Robert Dargent ◽  
...  

Genetics ◽  
1997 ◽  
Vol 145 (3) ◽  
pp. 771-776 ◽  
Author(s):  
Timothy P Hutchin ◽  
Gino A Cortopassi

A point mutation (1555G) in the smaller ribosomal subunit of the mitochondrial DNA (mtDNA) has been associated with maternally inherited traits of hypersensitivity to streptomycin and sensorineural deafness in a number of families from China, Japan, Israel, and Africa. To determine whether this distribution was the result of a single or multiple mutational events, we carried out genetic distance analysis and phylogenetic analysis of 10 independent mtDNA D-loop sequences from Africa and Asia. The mtDNA sequence diversity was high (2.21%). Phylogenetic analysis assigned 1555G-bearing haplotypes at very divergent points in the human mtDNA evolutionary tree, and the 1555G mutations occur in many cases on race-specific mtDNA haplotypes, both facts are inconsistent with a recent introgression of the mutation into these races. The simplest interpretation of the available data is that there have been multiple origins of the 1555G mutation. The genetic distance among mtDNAs bearing the pathogenic 1555G mutation is much larger than among mtDNAs bearing either evolutionarily neutral or weakly deleterious nucleotide substitutions (such as the 4336G mutation). These results are consistent with the view that pathogenic mtDNA haplotypes such as 1555G arise on disparate mtDNA lineages which because of negative natural selection leave relatively few related descendants. The co-existence of the same mutation with deafness in individuals with very different nuclear and mitochondrial genetic backgrounds confirms the pathogenicity of the 1555G mutation.


2018 ◽  
Vol 75-76 ◽  
pp. 80-86 ◽  
Author(s):  
Georgios Tsoumanis ◽  
Konstantinos Oikonomou ◽  
Sonia Aïssa ◽  
Ioannis Stavrakakis

2008 ◽  
Vol 47 (7) ◽  
pp. 6085-6087 ◽  
Author(s):  
Daisuke Sawada ◽  
Takashi Namikawa ◽  
Masuhiro Hiragaki ◽  
Yoshiaki Sugimoto ◽  
Masayuki Abe ◽  
...  

1979 ◽  
Vol 8 (6) ◽  
pp. 567-570 ◽  
Author(s):  
B.N. Mukherjee ◽  
P.P. Majumder ◽  
K.C. Malhotra ◽  
S.K. Das ◽  
S.L. Kate ◽  
...  

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