2295 lines
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<article data-history-node-id="136336" about="/labs-at-nibib/ideas-lab/projects/large-scale-sensor-based-system-mouse-cage-environment-monitoring-mios" class="ideas-projects node--ideas-projects node--type-ideas-projects">
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<div class="field field--name-field-collaborator field--type-link field--label-hidden field__item"><span>Lex Kravitz, Ph.D.</span></div>
|
||
|
||
|
||
<div class="field field--name-field-institution field--type-string field--label-hidden field__item">Eating and Addiction Section, Diabetes, Endocrinology, and Obesity Branch, NIDDK</div>
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<div class="field field--name-field-collaborator field--type-link field--label-hidden field__item"><span>Mohamed Ali</span></div>
|
||
|
||
|
||
<div class="field field--name-field-institution field--type-string field--label-hidden field__item">Eating and Addiction Section, Diabetes, Endocrinology, and Obesity Branch, NIDDK</div>
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<div class="field field--name-field-collaborator field--type-link field--label-hidden field__item"><span>Charmaine Foltz, DVM</span></div>
|
||
|
||
|
||
<div class="field field--name-field-institution field--type-string field--label-hidden field__item">Division of Veterinary Resources (DVR), Office of Research Services, OD</div>
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<div class="field field--name-field-collaborator field--type-link field--label-hidden field__item"><span>John Dennis, DVM</span></div>
|
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<div class="field field--name-field-institution field--type-string field--label-hidden field__item">Division of Veterinary Services, Center for Biologics Evaluation and Research, Food and Drug Administration (FDA)</div>
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<h2>Project Brief</h2>
|
||
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<div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>Rodents are used in large numbers at research institutions aiming to understand mechanisms of disease and develop new therapies. To assess a research hypothesis or treatment efficacy, for example, the behavior and welfare of the animal must be monitored. Traditional methods for behavior assessment rely on trained staff specialists performing daily checks of each cage. Given the large number of cages housed in each institution, these manual checks are laborious and susceptible to bias. Video-based methods have been employed to automate the assessment. However, the current state-of-the-art in video-based rodent monitoring methods limits scalability for many practical reasons including expense, processing accuracy, and required data bandwidth. </p>
|
||
<p>In collaboration with NIDDK, OD Division of Veterinary Resources, and the FDA, SPIS engineers are developing a low cost, low data rate, sensor-based “smart cage” system to advance rodent monitoring capabilities. The Large Scale Sensor-based System for Mouse Cage Environment Monitoring (MIOS) project aims to provide a flexible, reliable, cost-saving internet-enabled system enabling a conventional rodent cage to be converted into a smart cage. The smart cage will assess food and water intake, activity, and environmental conditions inside the cage. The acquired data will be wirelessly uploaded in real-time to a cloud-based server for visualization and analytics. Using a web- or mobile-based platform, users will be able to remotely monitor animal studies, and receive alerts of homecage anomalies (e.g., low rodent activity). Initially, MIOS aims to facilitate the collection of sensor data from hundreds of cages over long durations. These smart cage metrics, some previously unavailable to researchers and animal facility staff, can reveal key factors affecting rodent care, and result in process improvements for monitoring rodent health and well-being. Overall, the MIOS project carries the promise of improving the quality of care for research animals, reducing the operating costs of animal facilities, and improving research reproducibility across animal facilities and institutions.</p>
|
||
<p> </p>
|
||
|
||
<figure role="group" class="align-center">
|
||
<img alt="Feeding Experimentation Device (FED) and data collected from three devices" data-entity-type="file" data-entity-uuid="d26e200e-5895-4ab0-bdc6-089db443d6b4" src="/sites/default/files/inline-images/LargeScale1.PNG" width="911" height="317" loading="lazy">
|
||
<figcaption>First-generation food monitoring device, and data collected from 3 separate devices. The Feeding Experimentation Device (FED) uses sensors to detect the absence of food pellets, and dispenses new ones as needed. FED stores and uploads the food intake records in real-time to a cloud-based database, which is used to perform analytics, as well as notify animal care staff and researchers of threshold events.</figcaption>
|
||
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<p> </p>
|
||
<p> </p>
|
||
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<figure role="group" class="align-center">
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<img alt="Second-generation MIOS prototype device, and data collected from three different sensors" data-entity-type="file" data-entity-uuid="1273db95-8ec7-4d11-9446-99bd6e0721a2" height="363" src="/sites/default/files/inline-images/LargeScale2.png" width="1097" loading="lazy">
|
||
<figcaption>Early second-generation prototype device, and data collected from three different sensors over a 36-hour period. The Passive Infra-Red (PIR) sensor tracks the animal activity throughout the cage; the proximity sensor tracks interaction with the food (and, eventually, water); and the temperature and humidity sensors monitor the environmental conditions inside the cage. These smart cage metrics are wirelessly uploaded in real-time to a cloud database which is accessible via mobile web devices.</figcaption>
|
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<p> </p>
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<div class="field field--name-field-card-text field--type-text-long field--label-hidden field__item"><p>NIDDK Technology Advancement & Transfer - MÍOS: Better Animal Care for Better Research</p>
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<div class="field field--name-field-card-text field--type-text-long field--label-hidden field__item"><p>2017 HHS Secretary’s Ventures Fund – <a href="https://public3.pagefreezer.com/browse/HHS.gov/31-12-2020T08:51/https://www.hhs.gov/about/news/2017/05/17/the-secretarys-ventures-fund-announces-2017-projects.html">HHS Press Release</a></p>
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