Benchmarking a Wide Range of Chemical Descriptors for Drug‐Target Interaction Prediction Using a Chemogenomic Approach
R Sawada, M Kotera, Y Yamanishi - Molecular informatics, 2014 - Wiley Online Library
The identification of drug‐target interactions, or interactions between drug candidate
compounds and target candidate proteins, is a crucial process in genomic drug discovery. In …
compounds and target candidate proteins, is a crucial process in genomic drug discovery. In …
Metabolic pathway reconstruction strategies for central metabolism and natural product biosynthesis
Metabolic pathway reconstruction presents a challenge for understanding metabolic
pathways in organisms of interest. Different strategies, ie, reference-based vs. de novo, must …
pathways in organisms of interest. Different strategies, ie, reference-based vs. de novo, must …
Elucidating the modes of action for bioactive compounds in a cell-specific manner by large-scale chemically-induced transcriptomics
The identification of the modes of action of bioactive compounds is a major challenge in
chemical systems biology of diseases. Genome-wide expression profiling of transcriptional …
chemical systems biology of diseases. Genome-wide expression profiling of transcriptional …
Property graph vs RDF triple store: A comparison on glycan substructure search
Resource description framework (RDF) and Property Graph databases are emerging
technologies that are used for storing graph-structured data. We compare these …
technologies that are used for storing graph-structured data. We compare these …
Target-based drug repositioning using large-scale chemical–protein interactome data
R Sawada, H Iwata, S Mizutani… - Journal of chemical …, 2015 - ACS Publications
Drug repositioning, or the identification of new indications for known drugs, is a useful
strategy for drug discovery. In this study, we developed novel computational methods to …
strategy for drug discovery. In this study, we developed novel computational methods to …
Dealing with the ambiguity of glycan substructure search
The level of ambiguity in describing glycan structure has significantly increased with the
upsurge of large-scale glycomics and glycoproteomics experiments. Consequently, an …
upsurge of large-scale glycomics and glycoproteomics experiments. Consequently, an …
[HTML][HTML] Enzyme annotation for orphan reactions and its applications in biomanufacturing
Z Zhang, C Li - Green Chemical Engineering, 2023 - Elsevier
There are lots of biochemical reactions in the biosynthetic pathway without associated
enzymes. Reactions predicted by retro-biosynthetic tools are not assigned gene sequences …
enzymes. Reactions predicted by retro-biosynthetic tools are not assigned gene sequences …
Learning graph representations of biochemical networks and its application to enzymatic link prediction
Motivation The complete characterization of enzymatic activities between molecules remains
incomplete, hindering biological engineering and limiting biological discovery. We develop …
incomplete, hindering biological engineering and limiting biological discovery. We develop …
Dissecting the polygenic basis of primary hypertension: identification of key pathway-specific components
Introduction and Objectives Genome-wide association studies have identified a high number
of genetic loci associated with hypertension suggesting the presence of an underlying …
of genetic loci associated with hypertension suggesting the presence of an underlying …
Revealing Comprehensive Food Functionalities and Mechanisms of Action through Machine Learning
N Inoue, T Shibata, Y Tanaka, H Taguchi… - Journal of Chemical …, 2024 - ACS Publications
Foods possess a range of unexplored functionalities; however, fully identifying these
functions through empirical means presents significant challenges. In this study, we have …
functions through empirical means presents significant challenges. In this study, we have …