User profiles for N. P. Tatonetti

Nicholas P Tatonetti

Professor and Vice Chair of Computational Biomedicine, Cedars-Sinai Medical Center
Verified email at cshs.org
Cited by 9783

Artificial intelligence for drug toxicity and safety

AO Basile, A Yahi, NP Tatonetti - Trends in pharmacological sciences, 2019 - cell.com
Interventional pharmacology is one of medicine's most potent weapons against disease.
These drugs, however, can result in damaging side effects and must be closely monitored. …

High-throughput methods for combinatorial drug discovery

X Sun, S Vilar, NP Tatonetti - Science translational medicine, 2013 - science.org
A more nuanced approach to drug design is to use multiple drugs in combination to target
interacting or complementary pathways. Drug combination treatments have shown higher …

[HTML][HTML] Informatics and computational methods in natural product drug discovery: a review and perspectives

JD Romano, NP Tatonetti - Frontiers in genetics, 2019 - frontiersin.org
… for NP drug discovery. These methods are summarized graphically in Figure 1. Finally, we
conclude with a recap of the major gaps currently facing the field of computational NP drug …

Pharmacological inhibition of cystine–glutamate exchange induces endoplasmic reticulum stress and ferroptosis

…, M Hayano, AG Thomas, CE Gleason, NP Tatonetti… - elife, 2014 - elifesciences.org
10.7554/eLife.02523.001 Exchange of extracellular cystine for intracellular glutamate by the
antiporter system x c − is implicated in numerous pathologies. Pharmacological agents that …

Data-driven prediction of drug effects and interactions

NP Tatonetti, PP Ye, R Daneshjou… - Science translational …, 2012 - science.org
… To address this problem of omission and improve the ability to analyze drug effects, Tatonetti
et al. use an adaptive data-driven approach to correct for the lack of such information—the …

[HTML][HTML] Associations between blood type and COVID-19 infection, intubation, and death

M Zietz, J Zucker, NP Tatonetti - Nature communications, 2020 - nature.com
The rapid global spread of the novel coronavirus SARS-CoV-2 has strained healthcare and
testing resources, making the identification and prioritization of individuals most at-risk a …

[HTML][HTML] Immune complement and coagulation dysfunction in adverse outcomes of SARS-CoV-2 infection

…, BS Glicksberg, CE Mason, NP Tatonetti… - Nature medicine, 2020 - nature.com
… We leveraged whole-genome RNA sequencing (RNA-seq) profiles to identify
differentially regulated genes and pathways in 650 NP swabs from control and SARS-CoV-2-infected …

Web-scale pharmacovigilance: listening to signals from the crowd

RW White, NP Tatonetti, NH Shah… - Journal of the …, 2013 - academic.oup.com
Adverse drug events cause substantial morbidity and mortality and are often discovered after
a drug comes to market. We hypothesized that Internet users may provide early clues about …

Detecting drug interactions from adverse‐event reports: interaction between paroxetine and pravastatin increases blood glucose levels

NP Tatonetti, JC Denny, SN Murphy… - Clinical …, 2011 - Wiley Online Library
The lipid‐lowering agent pravastatin and the antidepressant paroxetine are among the most
widely prescribed drugs in the world. Unexpected interactions between them could have …

A novel signal detection algorithm for identifying hidden drug-drug interactions in adverse event reports

NP Tatonetti, GH Fernald… - Journal of the American …, 2012 - academic.oup.com
Objective Adverse drug events (ADEs) are common and account for 770 000 injuries and
deaths each year and drug interactions account for as much as 30% of these ADEs. …