RRC ID 46060
著者 Lemieux GA, Keiser MJ, Sassano MF, Laggner C, Mayer F, Bainton RJ, Werb Z, Roth BL, Shoichet BK, Ashrafi K.
タイトル In silico molecular comparisons of C. elegans and mammalian pharmacology identify distinct targets that regulate feeding.
ジャーナル PLoS Biol
Abstract Phenotypic screens can identify molecules that are at once penetrant and active on the integrated circuitry of a whole cell or organism. These advantages are offset by the need to identify the targets underlying the phenotypes. Additionally, logistical considerations limit screening for certain physiological and behavioral phenotypes to organisms such as zebrafish and C. elegans. This further raises the challenge of elucidating whether compound-target relationships found in model organisms are preserved in humans. To address these challenges we searched for compounds that affect feeding behavior in C. elegans and sought to identify their molecular mechanisms of action. Here, we applied predictive chemoinformatics to small molecules previously identified in a C. elegans phenotypic screen likely to be enriched for feeding regulatory compounds. Based on the predictions, 16 of these compounds were tested in vitro against 20 mammalian targets. Of these, nine were active, with affinities ranging from 9 nM to 10 µM. Four of these nine compounds were found to alter feeding. We then verified the in vitro findings in vivo through genetic knockdowns, the use of previously characterized compounds with high affinity for the four targets, and chemical genetic epistasis, which is the effect of combined chemical and genetic perturbations on a phenotype relative to that of each perturbation in isolation. Our findings reveal four previously unrecognized pathways that regulate feeding in C. elegans with strong parallels in mammals. Together, our study addresses three inherent challenges in phenotypic screening: the identification of the molecular targets from a phenotypic screen, the confirmation of the in vivo relevance of these targets, and the evolutionary conservation and relevance of these targets to their human orthologs.
巻・号 11(11)
ページ e1001712
公開日 2013-11-1
DOI 10.1371/journal.pbio.1001712
PII PBIOLOGY-D-13-01770
PMID 24260022
PMC PMC3833878
MeSH Animals Caenorhabditis elegans / drug effects* Caenorhabditis elegans / physiology Caenorhabditis elegans Proteins / antagonists & inhibitors Caenorhabditis elegans Proteins / metabolism Computer Simulation Drug Evaluation, Preclinical Feeding Behavior / drug effects* Humans Peristalsis / drug effects Pharynx / drug effects Phenotype Quinolines / pharmacology Receptors, G-Protein-Coupled / antagonists & inhibitors Receptors, G-Protein-Coupled / metabolism Small Molecule Libraries
IF 7.076
引用数 14
WOS 分野 BIOLOGY BIOCHEMISTRY & MOLECULAR BIOLOGY
リソース情報
線虫 tm4867 tm4152 tm1811 tm355