Chikungunya virus (CHIKV) is a mosquito-borne alphavirus. The outbreak of CHIKV infection has been seen in many tropical and subtropical regions of the biosphere. Current reports evidenced that after outbreaks in 2005–06, the fitness of this virus propagating in Aedes albopictus enhanced due to the epistatic mutational changes in its envelope protein. In our study, we evaluated the prevalence of intrinsically disordered proteins (IDPs) and IDP regions (IDPRs) in CHIKV proteome. IDPs/IDPRs are known as members of a ‘Dark Proteome’ that defined as a set of polypeptide segments or whole protein without unique three-dimensional structure within the cellular milieu but with significant biological functions, such as cell cycle regulation, control of signaling pathways, and maintenance of viral proteomes. However, the intrinsically disordered aspects of CHIKV proteome and roles of IDPs/IDPRs in the pathogenic mechanism of this important virus have not been evaluated as of yet. There are no existing reports on the analysis of intrinsic disorder status of CHIKV. To fulfil this goal, we have analyzed the abundance and functionality of IDPs/IDPRs in CHIKV proteins, involved in the replication and maturation. It is likely that these IDPs/IDPRs can serve as novel targets for disorder based drug design.
a b s t r a c tRotavirus is a major cause of severe acute gastroenteritis in the infants and young children. The past decade has evidenced the role of intrinsically disordered proteins/regions (IDPs)/(IDPRs) in viral and other diseases. In general, (IDPs)/(IDPRs) are considered as dynamic conformational ensembles that devoid of a specific 3D structure, being associated with various important biological phenomena. Viruses utilize IDPs/IDPRs to survive in harsh environments, to evade the host immune system, and to highjack and manipulate host cellular proteins. The role of IDPs/IDPRs in Rotavirus biology and pathogenicity are not assessed so far, therefore, we have designed this study to deeply look at the penetrance of intrinsic disorder in rotavirus proteome consisting 12 proteins encoded by 11 segments of viral genome. Also, for all human rotaviral proteins, we have deciphered molecular recognition features (MoRFs), which are disorder based binding sites in proteins. Our study shows the wide spread of intrinsic disorder in several rotavirus proteins, primarily the nonstructural proteins NSP3, NSP4, and NSP5 that are involved in viral replication, translation, viroplasm formation and/or maturation. This study may serve as a primer for understanding the role of IDPs/MoRFs in rotavirus biology, design of alternative therapeutic strategies, and development of disorder-based drugs.
Now a day's recommendation system has changed the style of searching the things of our interest. This is information filtering approach that is used to predict the preference of that user. The most popular areas where recommender system is applied are books, news, articles, music, videos, movies etc. In this paper we have proposed a movie recommendation system named MOVREC. It is based on collaborative filtering approach that makes use of the information provided by users, analyzes them and then recommends the movies that is best suited to the user at that time. The recommended movie list is sorted according to the ratings given to these movies by previous users and it uses K-means algorithm for this purpose. MOVREC also help users to find the movies of their choices based on the movie experience of other users in efficient and effective manner without wasting much time in useless browsing. This system has been developed in PHP using Dreamweaver 6.0 and Apache Server 2.0. The presented recommender system generates recommendations using various types of knowledge and data about users, the available items, and previous transactions stored in customized databases. The user can then browse the recommendations easily and find a movie of their choice.
SARS-CoV-2 nucleocapsid protein (N-protein) is a virus specific multitasking protein, responsible for recognition and encapsidation of the viral genome. The N-terminal domain (NTD) of N-protein has a major role of packaging viral RNA genome into a long helical nucleocapsid structure. In this study, using structure-based drug repurposing strategy, small molecules from a FDA approved, natural product, and LOPAC1280 libraries have been virtually screened against the RNA binding pocket of SARS-CoV-2 NTD and twelve candidate molecules with high binding affinity were identified. Highly sensitive isothermal titration calorimetry (ITC) method was utilized to confirm binding of these molecules to purified NTD protein. In vitro cell-based SARS-CoV-2 antiviral assays demonstrate that nine of these identified molecules are highly efficacious in inhibiting virus replication with half maximal effective concentration (EC50) ranging from 0.98 μM-10 μM. FDA approved drugs: Telmisartan, an angiotensin II type 1 (AT1) receptor antagonist used in the management of hypertension and Bictegravir, an HIV-1 integrase inhibitor showed significant inhibitory activity against SARS-CoV-2 with a EC50 values of 1.02 μM and 8.11 μM respectively. Additionally, Bisdemethoxycurcumin, a natural analogue of curcumin and MCC-555, an anti-diabetic drug exerted antiviral activity with EC50 values of 1.64 μM and 4.26 μM, respectively. Taken together, this is the first report of drug molecules targeting the NTD of SARS-CoV-2 N-protein and the data presented in this study exhibit high potential for development of COVID-19 therapy based on drug repurposing
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