@article {69658, title = {The Fly Disco: Hardware and software for optogenetics and fine-grained fly behavior analysis}, journal = {bioRxiv}, year = {2024}, month = {2024 Nov 04}, abstract = {

In the fruit fly, Drosophila melanogaster, connectome data and genetic tools provide a unique opportunity to study complex behaviors including navigation, mating, aggression, and grooming in an organism with a tractable nervous system of 140,000 neurons. Here we present the Fly Disco, a flexible system for high quality video collection, optogenetic manipulation, and fine-grained behavioral analysis of freely walking and socializing fruit fly groups. The data collection hardware and software automates the collection of videos synced to programmable optogenetic stimuli. Key pipeline features include behavioral analysis based on trajectories of 21 keypoints and optogenetic-specific summary statistics and data visualization. We created the multifly dataset for pose estimation that includes 9701 examples enriched in complex behaviors. All hardware designs, software, and the multifly dataset are freely available.

}, doi = {10.1101/2024.11.04.621948}, url = {https://doi.org/10.1101/2024.11.04.621948}, author = {Robie, Alice A and Taylor, Adam L and Schretter, Catherine E and Kabra, Mayank and Branson, Kristin} } @article {46818, title = {Female mice ultrasonically interact with males during courtship displays.}, journal = {eLife}, volume = {4}, year = {2015}, month = {2015 May 28}, pages = {e06203}, abstract = {

During courtship males attract females with elaborate behaviors. In mice, these displays include ultrasonic vocalizations. Ultrasonic courtship vocalizations were previously attributed to the courting male, despite evidence that both sexes produce virtually indistinguishable vocalizations. Because of this similarity, and the difficulty of assigning vocalizations to individuals, the vocal contribution of each individual during courtship is unknown. To address this question, we developed a microphone array system to localize vocalizations from socially interacting, individual adult mice. With this system, we show that female mice vocally interact with males during courtship. Males and females jointly increased their vocalization rates during chases. Furthermore, a female{\textquoteright}s participation in these vocal interactions may function as a signal that indicates a state of increased receptivity. Our results reveal a novel form of vocal communication during mouse courtship, and lay the groundwork for a mechanistic dissection of communication during social behavior.

}, issn = {2050-084X}, doi = {10.7554/eLife.06203}, author = {Neunuebel, Joshua P and Taylor, Adam L and Arthur, Ben J and Egnor, Se Roian} } @article {47161, title = {Imaging fictive locomotor patterns in larval Drosophila.}, journal = {Journal of Neurophysiology}, volume = {114}, year = {2015}, month = {2015 Nov 06}, pages = {2564-77}, abstract = {

We have established a preparation in larval Drosophila to monitor fictive locomotion simultaneously across abdominal and thoracic segments of the isolated CNS with genetically encoded Ca(2+) indicators. The Ca(2+) signals closely followed spiking activity measured electrophysiologically in nerve roots. Three motor patterns are analyzed. Two comprise waves of Ca(2+) signals that progress along the longitudinal body axis in a posterior-to-anterior or anterior-to-posterior direction. These waves had statistically indistinguishable intersegmental phase delays compared with segmental contractions during forward and backward crawling behavior, despite being \~{}10 times slower. During these waves, motor neurons of the dorsal longitudinal and transverse muscles were active in the same order as the muscle groups are recruited during crawling behavior. A third fictive motor pattern exhibits a left-right asymmetry across segments and bears similarities with turning behavior in intact larvae, occurring equally frequently and involving asymmetry in the same segments. Ablation of the segments in which forward and backward waves of Ca(2+) signals were normally initiated did not eliminate production of Ca(2+) waves. When the brain and subesophageal ganglion (SOG) were removed, the remaining ganglia retained the ability to produce both forward and backward waves of motor activity, although the speed and frequency of waves changed. Bilateral asymmetry of activity was reduced when the brain was removed and abolished when the SOG was removed. This work paves the way to studying the neural and genetic underpinnings of segmentally coordinated motor pattern generation in Drosophila with imaging techniques.

}, issn = {1522-1598}, doi = {10.1152/jn.00731.2015}, author = {Pulver, Stefan R and Bayley, Timothy G and Taylor, Adam L and Berni, Jimena and Bate, Michael and Hedwig, Berthold} } @article {6148, title = {Automated multi-day tracking of marked mice for the analysis of social behaviour.}, journal = {Journal of Neuroscience Methods}, volume = {219}, year = {2013}, month = {2013 Sep 30}, pages = {10-19}, abstract = {

A quantitative description of animal social behaviour is informative for behavioural biologists and clinicians developing drugs to treat social disorders. Social interaction in a group of animals has been difficult to measure because behaviour develops over long periods of time and requires tedious manual scoring, which is subjective and often non-reproducible. Computer-vision systems with the ability to measure complex social behaviour automatically would have a transformative impact on biology. Here, we present a method for tracking group-housed mice individually as they freely interact over multiple days. Each mouse is bleach-marked with a unique fur pattern. The patterns are automatically learned by the tracking software and used to infer identities. Trajectories are analysed to measure behaviour as it develops over days, beyond the range of acute experiments. We demonstrate how our system may be used to study the development of place preferences, associations and social relationships by tracking four mice continuously for five days. Our system enables accurate and reproducible characterisation of wild-type mouse social behaviour and paves the way for high-throughput long-term observation of the effects of genetic, pharmacological and environmental manipulations.

}, issn = {1872-678X}, doi = {10.1016/j.jneumeth.2013.05.013}, author = {Ohayon, Shay and Avni, Ofer and Taylor, Adam L and Perona, Pietro and Roian Egnor, S E} }