Evidence map›Paper›PMID 39222797›Full record

ArticleJournal of neuroscience methods2024

High quality, high throughput, and low-cost simultaneous video recording of 60 animals in operant chambers using PiRATeMC.

Jarryd Ramborger, Sumay Kalra, Joseph Mosquera, Alexander C W Smith, Olivier George

Abstract read
In one paragraph

Article in Journal of neuroscience methods, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Incentive salience, not psychomotor sensitization or tolerance, drives escalation of cocaine self-administration in heterogeneous stock rats.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Jarryd RamborgerDepartment of Psychiatry, University of California, San Diego, La Jolla, CA 92093, USA.
Sumay KalraDepartment of Psychiatry, University of California, San Diego, La Jolla, CA 92093, USA.
Joseph MosqueraDepartment of Psychiatry, University of California, San Diego, La Jolla, CA 92093, USA.
Alexander C W SmithDepartment of Neuroscience, Medical University of South Carolina, Charleston, SC 29412, USA.
Olivier GeorgeDepartment of Psychiatry, University of California, San Diego, La Jolla, CA 92093, USA. Electronic address: olgeorge@health.ucsd.edu.

Funding

Identification of Genetic Variants that Contribute to Compulsive Cocaine Intakein RatsU01DA043799 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Olivier George, Abraham A Palmer · 2017 to 2026
$7.9M
Use of Next-Gen Sequencing to Identify Genetic Variants that Influence compulsiveOxycodone Intake in Outbred RatsU01DA044451 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Olivier George, Abraham A Palmer · 2018 to 2026
$7.3M
Alcohol Vapor Self-Administration in RatsR01AA022977 · NIAAA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Olivier George · 2014 to 2026
$5.1M
NIAAA NIH HHS R01 AA022977NIDA NIH HHS U01 DA043799NIDA NIH HHS U01 DA044451
6 · The paper itself

Abstract

backgroundThe development of Raspberry Pi-based recording devices for video analyses of drug self-administration studies has been shown to be promising in terms of affordability, customizability, and capacity to extract in-depth behavioral patterns. Yet, most video recording systems are limited to a few cameras making them incompatible with large-scale studies. NEW

methodWe expanded the PiRATeMC (Pi-based Remote Acquisition Technology for Motion Capture) recording system by increasing its scale, modifying its code, and adding equipment to accommodate large-scale video acquisition, accompanied by data on throughput capabilities, video fidelity, synchronicity of devices, and comparisons between Raspberry Pi 3B+ and 4B models.

resultsUsing PiRATeMC default recording parameters resulted in minimal storage (∼350MB/h), high throughput (< ∼120 seconds/Pi), high video fidelity, and synchronicity within ∼0.02 seconds, affording the ability to simultaneously record 60 animals in individual self-administration chambers for various session lengths at a fraction of commercial costs. No consequential differences were found between Raspberry Pi models. COMPARISON WITH EXISTING METHOD(S): This system allows greater acquisition of video data simultaneously than other video recording systems by an order of magnitude with less storage needs and lower costs. Additionally, we report in-depth quantitative assessments of throughput, fidelity, and synchronicity, displaying real-time system capabilities.

conclusionsThe system presented is able to be fully installed in a month's time by a single technician and provides a scalable, low cost, and quality-assured procedure with a high-degree of customization and synchronicity between recording devices, capable of recording a large number of subjects and timeframes with high turnover in a variety of species and settings.

Indexed as

Conditioning, OperantVideo RecordingAnimalsBehavior, AnimalCocaineMaleRatsSelf AdministrationCocaineAddictionAnimal modelsBehavioral neuroscienceRaspberry PiVideo tracking

Identifiers

PMID39222797
PMCPMC13098297

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.