New and emerging approaches to treat psychiatric disorders

KW Scangos, MW State, AH Miller, JT Baker… - Nature medicine, 2023 - nature.com
Psychiatric disorders are highly prevalent, often devastating diseases that negatively impact
the lives of millions of people worldwide. Although their etiological and diagnostic …

Brain circuits for pain and its treatment

N Mercer Lindsay, C Chen, G Gilam… - Science translational …, 2021 - science.org
Pain is a multidimensional experience with sensory-discriminative, affective-motivational,
and cognitive-evaluative components. Pain aversiveness is one principal cause of suffering …

[HTML][HTML] Spontaneous behaviour is structured by reinforcement without explicit reward

JE Markowitz, WF Gillis, M Jay, J Wood, RW Harris… - Nature, 2023 - nature.com
Spontaneous animal behaviour is built from action modules that are concatenated by the
brain into sequences,. However, the neural mechanisms that guide the composition of …

[HTML][HTML] Mouse spontaneous behavior reflects individual variation rather than estrous state

DR Levy, N Hunter, S Lin, EM Robinson, W Gillis… - Current Biology, 2023 - cell.com
Behavior is shaped by both the internal state of an animal and its individual behavioral
biases. Rhythmic variation in gonadal hormones during the estrous cycle is a defining …

[HTML][HTML] Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics

C Weinreb, JE Pearl, S Lin, MAM Osman, L Zhang… - Nature …, 2024 - nature.com
Keypoint tracking algorithms can flexibly quantify animal movement from videos obtained in
a wide variety of settings. However, it remains unclear how to parse continuous keypoint …

Innovations and advances in modelling and measuring pain in animals

KE Sadler, JS Mogil, CL Stucky - Nature Reviews Neuroscience, 2022 - nature.com
Best practices in preclinical algesiometry (pain behaviour testing) have shifted over the past
decade as a result of technological advancements, the continued dearth of translational …

[HTML][HTML] The emergence and influence of internal states

SW Flavell, N Gogolla, M Lovett-Barron, M Zelikowsky - Neuron, 2022 - cell.com
Animal behavior is shaped by a variety of" internal states"—partially hidden variables that
profoundly shape perception, cognition, and action. The neural basis of internal states, such …

Geometric deep learning enables 3D kinematic profiling across species and environments

TW Dunn, JD Marshall, KS Severson, DE Aldarondo… - Nature …, 2021 - nature.com
Comprehensive descriptions of animal behavior require precise three-dimensional (3D)
measurements of whole-body movements. Although two-dimensional approaches can track …

Mapping the neuroethological signatures of pain, analgesia, and recovery in mice

M Bohic, LA Pattison, ZA Jhumka, H Rossi… - Neuron, 2023 - cell.com
Ongoing pain is driven by the activation and modulation of pain-sensing neurons, affecting
physiology, motor function, and motivation to engage in certain behaviors. The complexity of …

[HTML][HTML] DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

JP Bohnslav, NK Wimalasena, KJ Clausing, YY Dai… - Elife, 2021 - elifesciences.org
Videos of animal behavior are used to quantify researcher-defined behaviors of interest to
study neural function, gene mutations, and pharmacological therapies. Behaviors of interest …