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Study of human Orexin-1 and-2 G-protein-coupled receptors with novel and published antagonists by modeling, molecular dynamics simulations, and site-directed …
The class A G-protein-coupled receptors (GPCRs) Orexin-1 (OX1) and Orexin-2 (OX2) are
located predominantly in the brain and are linked to a range of different physiological …
located predominantly in the brain and are linked to a range of different physiological …
GPCR-PEnDB: a database of protein sequences and derived features to facilitate prediction and classification of G protein-coupled receptors
G protein-coupled receptors (GPCRs) constitute the largest group of membrane receptor
proteins in eukaryotes. Due to their significant roles in various physiological processes such …
proteins in eukaryotes. Due to their significant roles in various physiological processes such …
Fighting obesity with a sugar-based library: Discovery of novel MCH-1R antagonists by a new computational–VAST approach for exploration of GPCR binding sites
A Heifetz, O Barker, G Verquin, N Wimmer… - Journal of chemical …, 2013 - ACS Publications
Obesity is an increasingly common disease. While antagonism of the melanin-concentrating
hormone-1 receptor (MCH-1R) has been widely reported as a promising therapeutic avenue …
hormone-1 receptor (MCH-1R) has been widely reported as a promising therapeutic avenue …
An efficient CNN-based classification on G-protein Coupled Receptors using TF-IDF and N-gram
M Li, C Ling, J Gao - 2017 IEEE Symposium on Computers and …, 2017 - ieeexplore.ieee.org
Protein sequence classification is increasingly crucial in the current “biological information
sciences” epoch, where researchers hammer at functional genomics and proteomics …
sciences” epoch, where researchers hammer at functional genomics and proteomics …
Deep hierarchical embedding for simultaneous modeling of gpcr proteins in a unified metric space
GPCR proteins belong to diverse families of proteins that are defined at multiple hierarchical
levels. Inspecting relationships between GPCR proteins on the hierarchical structure is …
levels. Inspecting relationships between GPCR proteins on the hierarchical structure is …
Finding class C GPCR subtype-discriminating n-grams through feature selection
G protein-coupled receptors (GPCRs) are a large and heterogeneous superfamily of
receptors that are key cell players for their role as extracellular signal transmitters. Class C …
receptors that are key cell players for their role as extracellular signal transmitters. Class C …
Using random forests for assistance in the curation of G-protein coupled receptor databases
Background Biology is experiencing a gradual but fast transformation from a laboratory-
centred science towards a data-centred one. As such, it requires robust data engineering …
centred science towards a data-centred one. As such, it requires robust data engineering …
Classification of GPCRs proteins using a statistical encoding method
Classification of G protein-coupled receptors (GPCRs) according to their functions is an
ongoing area of research which is helpful for the pharmaceutical industry in the …
ongoing area of research which is helpful for the pharmaceutical industry in the …
The extracellular N-terminal domain suffices to discriminate class CG Protein-Coupled Receptor subtypes from n-grams of their sequences
The investigation of protein functionality often relies on the knowledge of crystal 3-D
structure. This structure is not always known or easily unravelled, which is the case of …
structure. This structure is not always known or easily unravelled, which is the case of …
Immunological computation for protein function prediction
Immunological computation is one of the largest recent bio-inspired approaches of artificial
intelligence. Artificial immune systems (AIS) are inspired by the processes of the biological …
intelligence. Artificial immune systems (AIS) are inspired by the processes of the biological …