Quantitative analysis of behavioral patterns














The powerful genetics and well-defined nervous system of C. elegans makes it possible to genetically dissect the molecular mechanisms underlying poorly understood aspects of nervous system function. However, many genes with critical roles in neuronal function have effects on behavior that to a casual observer appear very subtle or difficult to describe precisely. Therefore, to fully realize the potential of C. elegans for the genetic analysis of nervous system function, it is necessary to develop sophisticated methods for the rapid and consistent quantitation of behavioral phenotypes. We have been developing machine vision tools for quantitatively characterizing the behavioral patterns caused by mutations or pharmacological treatments in C. elegans. Ultimately, we hope to generate a comprehensive database of phenotypic information for C. elegans that would be widely available for the evaluation of newly generated gene knockout lines or uncharacterized neuroactive substances.



































Movie of egg-laying coordinated with locomotion



















Movie of calcium influx in egg-laying muscles

















Recent papers and abstracts:

















Geng, W., Cosman, P., Baek, J.-H., Berry, C.C., W.R. Schafer. (2003) "Quantitative classification and natural clustering of C. elegans behavioral phenotypes" Genetics 165: 1117-1123.















Baek, J.-H., P. Cosman, Z. Feng, J. Silver, W. R. Schafer (2002) "A machine vision system for quantitative analysis and classification of C. elegans behavioral phenotypes" J. Neurosci Meth., 118: 9-21.














Hardaker, L.A., E. Singer, R. Kerr, G. T. Zhou, W. R. Schafer. (2001) "Serotonin modulates locomotory behavior and coordinates egg-laying and movement in Caenorhabditis elegans" J. Neurobiol. 49: 303-313. (correction)














Waggoner, L.E. , L. A. Hardaker, S. Golik, W. R. Schafer. (2000) "Effect of a neuropeptide gene on behavioral states in Caenorhabditis elegans egg-laying". Genetics 134: 1181-1192














Zhou, G. T., W. R. Schafer, R. W. Schafer. (1998) "A three-state biological point process model and its parameter estimation" IEEE Trans. Signal Process. 46: 2698-2707.














Waggoner, L. E., G. T. Zhou, R. W. Schafer, W. R. Schafer. (1998) "Control of alternative behavioral states by serotonin in Caenorhabditis elegans" Neuron 21: 203-214.













People who are working on this project:






Andy Huang (Graduate Student)




















Kathleen Quast (Lab manager)




















Kathy Andrews (Lab technician)






























Notable alumni :


















Zhaoyang (John) Feng (Postdoctoral Fellow)






















Laura Waggoner (Graduate student)






















Wei Geng (Graduate student)






















Laura Hardaker (Masters student)



















Jay Silver (Undergraduate student)