scholarly journals A SOFTWARE SYSTEM FOR PREDICTING AND RESEARCHING ANTIFUNGAL ANTIBIOTICS’ PROPERTIES

Author(s):  
Eldar E. Musayev ◽  
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Tamara B. Chistyakova ◽  
Valery V. Belakhov ◽  
◽  
...  

In this work we present a software system that enables antifungal antibiotic drug candidate toxicity and likelihood of drug binding prediction. The system is composed of a number of machine learning models and deterministic algorithms. Its implementation utilizes modern software development practices including a client-server architecture with a thin web-client. Testing showed the models’ accuracy and viability for predicting antifungal antibiotics’ properties.

2014 ◽  
Vol 556-562 ◽  
pp. 5194-5197
Author(s):  
Lian Fen Huang ◽  
Wei Huang ◽  
Xian Long Yang ◽  
Yu Liang Tang

Broadband trunking communication system has been widely used with a variety of industries, such as public transportation security and navigation, etc. Trunking communication is a branch of mobile communication. Because the client of traditional dispatch services based on C/S (client/server) architecture need to install the client software, this paper studies and designs one dispatch client, which is based on B/S (browser/server) architecture.


2021 ◽  
Author(s):  
Yanmei Hu ◽  
Hyunil Jo ◽  
William DeGrado ◽  
Jun Wang

Brilacidin, a mimetic of host defense peptides (HDPs), is currently in phase 2 clinical trial as an antibiotic drug candidate. A recent study reported that brilacidin has antiviral activity against SARS-CoV-2 by inactivating the virus. In this work, we discovered an additional mechanism of action of brilacidin by targeting heparan sulfate proteoglycans (HSPGs) on host cell surface. Brilacidin, but not acetyl brilacidin, inhibits the entry of SARS-CoV-2 pseudovirus into multiple cell lines, and heparin, a HSPG mimetic, abolishes the inhibitory activity of brilacidin on SARS-CoV-2 pseudovirus cell entry. In addition, we found that brilacidin has broad-spectrum antiviral activity against multiple human coronaviruses (HCoVs) including HCoV-229E, HCoV-OC43, and HCoV-NL63. Mechanistic studies revealed that brilacidin has a dual antiviral mechanism of action including virucidal activity and binding to coronavirus attachment factor HSPGs on host cell surface. Brilacidin partially loses its antiviral activity when heparin was included in the cell cultures, supporting the host-targeting mechanism. Drug combination therapy showed that brilacidin has a strong synergistic effect with remdesivir against HCoV-OC43 in cell culture. Taken together, this study provides appealing findings for the translational potential of brilacidin as a broad-spectrum antiviral for coronaviruses including SARS-CoV-2.


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