Relating Essential Proteins to Drug Side-Effects Using Canonical Component Analysis: A Structure-Based Approach (Q40786545)

23 September 2017

Relating Essential Proteins to Drug Side-Effects Using Canonical Component Analysis: A Structure-Based Approach (English)

1 reference

23 September 2017

0 references

2

Russ B Altman

1 reference

23 September 2017

Tianyun Liu

1

1 reference

23 September 2017

16 July 2015

1 reference

Journal of Chemical Information and Modeling

23 September 2017

1 reference

23 September 2017

55

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23 September 2017

7

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23 September 2017

1483-1494

1 reference

DrugBank 4.0: shedding new light on drug metabolism

23 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Target essentiality and centrality characterize drug side effects

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Systematic identification of proteins that elicit drug side effects

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Relating drug-protein interaction network with drug side effects

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Large-scale prediction and testing of drug activity on side-effect targets

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Automatic filtering and substantiation of drug safety signals

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Using multiple microenvironments to find similar ligand-binding sites: application to kinase inhibitor binding

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

ChEMBL: a large-scale bioactivity database for drug discovery

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Chemical structural novelty: on-targets and off-targets

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Trends in the exploitation of novel drug targets

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Predicting drug side-effect profiles: a chemical fragment-based approach

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Structure-based systems biology for analyzing off-target binding

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Drug Off-Target Effects Predicted Using Structural Analysis in the Context of a Metabolic Network Model

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A Structure-Based Approach for Mapping Adverse Drug Reactions to the Perturbation of Underlying Biological Pathways

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A novel framework for predicting in vivo toxicities from in vitro data using optimal methods for dense and sparse matrix reordering and logistic regression

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A side effect resource to capture phenotypic effects of drugs

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Profiling bioactivity of the ToxCast chemical library using BioMAP primary human cell systems

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A mapping of drug space from the viewpoint of small molecule metabolism

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Harvesting candidate genes responsible for serious adverse drug reactions from a chemical-protein interactome

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A unified statistical model to support local sequence order independent similarity searching for ligand-binding sites and its application to genome-based drug discovery

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Drug target identification using side-effect similarity

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Detecting evolutionary relationships across existing fold space, using sequence order-independent profile-profile alignments.

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Profiling essential genes in human mammary cells by multiplex RNAi screening

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Modeling promiscuity based on in vitro safety pharmacology profiling data

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

BindingDB: a web-accessible database of experimentally determined protein-ligand binding affinities

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

How many drug targets are there?

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

High-throughput in vitro profiling assays: lessons learnt from experiences at Novartis

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Drugs, their targets and the nature and number of drug targets

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Analysis of drug-induced effect patterns to link structure and side effects of medicines

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Biospectra analysis: model proteome characterizations for linking molecular structure and biological response

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Keynote review: in vitro safety pharmacology profiling: an essential tool for successful drug development

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Biological spectra analysis: Linking biological activity profiles to molecular structure

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Canonical correlation analysis: an overview with application to learning methods

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Using the radial distributions of physical features to compare amino acid environments and align amino acid sequences

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Point mutations in the human vitamin D receptor gene associated with hypocalcemic rickets

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Identifying druggable targets by protein microenvironments matching: application to transcription factors

24 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Large-scale prediction of adverse drug reactions using chemical, biological, and phenotypic properties of drugs

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Prediction of activity spectra for substances.

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

DNA polymerase beta null mouse embryonic fibroblasts harbor a homozygous null mutation in DNA polymerase iota

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Experimental confirmation of new drug-target interactions predicted by Drug Profile Matching.

17 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

Drug side-effect prediction based on the integration of chemical and biological spaces

19 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

An algorithmic framework for predicting side effects of drugs.

19 August 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=4875781

HIV protease inhibitors block adipogenesis and increase lipolysis in vitro

19 August 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/26121262

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1021/ACS.JCIM.5B00030

1 reference

23 September 2017

journals/jcisd/LiuA15

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

PMC publication ID

4875781

23 September 2017

PubMed publication ID

26121262

1 reference

PMC publication ID

4875781