Towards reproducible computational drug discovery

N Schaduangrat, S Lampa, S Simeon… - Journal of …, 2020 - Springer
The reproducibility of experiments has been a long standing impediment for further scientific
progress. Computational methods have been instrumental in drug discovery efforts owing to …

Virtual screening techniques and current computational infrastructures

JH Haga, K Ichikawa - Current pharmaceutical design, 2016 - ingentaconnect.com
The drug discovery process in general is a very resource intensive undertaking that has
existed for a very long time. In the last two decades, performing molecular simulations that …

Molecular dynamics approach to probe the allosteric inhibition of PTP1B by chlorogenic and cichoric acid

SK Baskaran, N Goswami, S Selvaraj… - Journal of chemical …, 2012 - ACS Publications
Protein tyrosine phosphatase 1B (PTP1B), a major negative regulator of the insulin and
leptin signaling pathway, is a potential target for therapeutic intervention against diabetes …

Emerging trend of big data analytics in bioinformatics: a literature review

K Nagaraj, GS Sharvani… - International Journal of …, 2018 - inderscienceonline.com
Advancement of unparalleled data in bioinformatics over the years is a major concern for
storage and management. Such massive data must be handled efficiently to disseminate …

The application of hadoop in structural bioinformatics

JJ Alnasir, HP Shanahan - Briefings in bioinformatics, 2020 - academic.oup.com
The paper reviews the use of the Hadoop platform in structural bioinformatics applications.
For structural bioinformatics, Hadoop provides a new framework to analyse large fractions of …

Large-scale virtual screening on public cloud resources with Apache Spark

M Capuccini, L Ahmed, W Schaal, E Laure… - Journal of …, 2017 - Springer
Background Structure-based virtual screening is an in-silico method to screen a target
receptor against a virtual molecular library. Applying docking-based screening to large …

Accelerating virtual high‐throughput ligand docking: current technology and case study on a petascale supercomputer

SR Ellingson, S Dakshanamurthy… - Concurrency and …, 2014 - Wiley Online Library
In this paper, we give the current state of high‐throughput virtual screening. We describe a
case study of using a task‐parallel Message Passing Interface version of AutoDock4 to run a …

Key aspects for achieving hits by virtual screening studies

LB Federico, MP Barcelos, GM Silva… - Functional Properties of …, 2021 - Springer
Virtual screening studies consists of applying successive filters to large groups of molecules,
called virtual libraries, in order to obtain a small number of hits. These hits, after going …

Hadoop mapreduce framework to implement molecular docking of large-scale virtual screening

J Zhao, R Zhang, Z Zhao, D Chen… - 2012 IEEE Asia-Pacific …, 2012 - ieeexplore.ieee.org
Traditional virtual screening in the grid needs chemists to upload small molecule files and
collect the results manually, which cannot implement docking and collection of results …

Big data analytics techniques in virtual screening for drug discovery

K Sid, MC Batouche - Proceedings of the 2nd international Conference …, 2017 - dl.acm.org
Virtual screening (VS) is a computational method used in the drug discovery process by
searching large libraries of small molecules to identify that represent leads for certain target …