Remote Welfare Monitoring of Rodents Using Thermal Imaging

Animal research has always played a crucial role in various medical and scientific breakthroughs. They offer, inter alia, insights into diseases mechanisms, genetic predisposition to a disease, and drug therapy. However, the use of animals for medical research is a cause of major controversies and d...

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Main Authors: Carina Barbosa Pereira, Janosch Kunczik, Leonie Zieglowski, René Tolba, Ahmed Abdelrahman, Dietmar Zechner, Brigitte Vollmar, Heike Janssen, Thomas Thum, Michael Czaplik
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/18/11/3653
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spelling doaj-b8063d7b8b6b4e55b9fddfceb5c9c4802020-11-24T22:58:49ZengMDPI AGSensors1424-82202018-10-011811365310.3390/s18113653s18113653Remote Welfare Monitoring of Rodents Using Thermal ImagingCarina Barbosa Pereira0Janosch Kunczik1Leonie Zieglowski2René Tolba3Ahmed Abdelrahman4Dietmar Zechner5Brigitte Vollmar6Heike Janssen7Thomas Thum8Michael Czaplik9Department of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, GermanyDepartment of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, GermanyInstitute for Laboratory Animal Science and Experimental Surgery, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, GermanyInstitute for Laboratory Animal Science and Experimental Surgery, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, GermanyInstitute for Experimental Surgery, Rostock University Medical Center, Schillingallee 69a, 18057 Rostock, GermanyInstitute for Experimental Surgery, Rostock University Medical Center, Schillingallee 69a, 18057 Rostock, GermanyInstitute for Experimental Surgery, Rostock University Medical Center, Schillingallee 69a, 18057 Rostock, GermanyInstitute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, GermanyInstitute of Molecular and Translational Therapeutic Strategies (IMTTS), Hannover Medical School, Carl-Neuberg-Str. 1, 30625 Hannover, GermanyDepartment of Anesthesiology, University Hospital RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, GermanyAnimal research has always played a crucial role in various medical and scientific breakthroughs. They offer, inter alia, insights into diseases mechanisms, genetic predisposition to a disease, and drug therapy. However, the use of animals for medical research is a cause of major controversies and debates in modern science. To warrant high bioethical standards, new directives have been being adopted to replace animal research whenever possible, to reduce the number of animals, and to refine the procedures to minimize stress and pain. Here, we present two new approaches, based on thermal imaging (a remote and passive technology), to assess respiratory rate (RR) as well as exploratory behavior and general activity in rodents. In animal research, these parameters are gold standards for welfare assessment. The approaches were validated in a study conducted with both rats and mice. To test the feasibility of our algorithm to estimate RR, thermal videos from anesthetized rodents were acquired. The capability of the second approach to monitor activity was tested with videos of Open Field tests. Regarding RR, a high agreement between thermal imaging and gold standard (electrocardiography-derived RR) was achieved. The mean relative error averaged 0.50 ± 0.15 breaths/min and 4.55 ± 2.94 breaths/min for rats and mice, respectively. The second approach was capable of monitoring and tracking the activity of the rodents very well. This paper demonstrates that thermal imaging is a promising and relevant alternative for monitoring of RR and activity in rodents, thus contributing to the remote assessment of animal welfare.https://www.mdpi.com/1424-8220/18/11/3653animal researchremote monitoringvital signsrespiratory ratelocomotor activitymotion heat mapsthermal imaginginfrared thermography
collection DOAJ
language English
format Article
sources DOAJ
author Carina Barbosa Pereira
Janosch Kunczik
Leonie Zieglowski
René Tolba
Ahmed Abdelrahman
Dietmar Zechner
Brigitte Vollmar
Heike Janssen
Thomas Thum
Michael Czaplik
spellingShingle Carina Barbosa Pereira
Janosch Kunczik
Leonie Zieglowski
René Tolba
Ahmed Abdelrahman
Dietmar Zechner
Brigitte Vollmar
Heike Janssen
Thomas Thum
Michael Czaplik
Remote Welfare Monitoring of Rodents Using Thermal Imaging
Sensors
animal research
remote monitoring
vital signs
respiratory rate
locomotor activity
motion heat maps
thermal imaging
infrared thermography
author_facet Carina Barbosa Pereira
Janosch Kunczik
Leonie Zieglowski
René Tolba
Ahmed Abdelrahman
Dietmar Zechner
Brigitte Vollmar
Heike Janssen
Thomas Thum
Michael Czaplik
author_sort Carina Barbosa Pereira
title Remote Welfare Monitoring of Rodents Using Thermal Imaging
title_short Remote Welfare Monitoring of Rodents Using Thermal Imaging
title_full Remote Welfare Monitoring of Rodents Using Thermal Imaging
title_fullStr Remote Welfare Monitoring of Rodents Using Thermal Imaging
title_full_unstemmed Remote Welfare Monitoring of Rodents Using Thermal Imaging
title_sort remote welfare monitoring of rodents using thermal imaging
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2018-10-01
description Animal research has always played a crucial role in various medical and scientific breakthroughs. They offer, inter alia, insights into diseases mechanisms, genetic predisposition to a disease, and drug therapy. However, the use of animals for medical research is a cause of major controversies and debates in modern science. To warrant high bioethical standards, new directives have been being adopted to replace animal research whenever possible, to reduce the number of animals, and to refine the procedures to minimize stress and pain. Here, we present two new approaches, based on thermal imaging (a remote and passive technology), to assess respiratory rate (RR) as well as exploratory behavior and general activity in rodents. In animal research, these parameters are gold standards for welfare assessment. The approaches were validated in a study conducted with both rats and mice. To test the feasibility of our algorithm to estimate RR, thermal videos from anesthetized rodents were acquired. The capability of the second approach to monitor activity was tested with videos of Open Field tests. Regarding RR, a high agreement between thermal imaging and gold standard (electrocardiography-derived RR) was achieved. The mean relative error averaged 0.50 ± 0.15 breaths/min and 4.55 ± 2.94 breaths/min for rats and mice, respectively. The second approach was capable of monitoring and tracking the activity of the rodents very well. This paper demonstrates that thermal imaging is a promising and relevant alternative for monitoring of RR and activity in rodents, thus contributing to the remote assessment of animal welfare.
topic animal research
remote monitoring
vital signs
respiratory rate
locomotor activity
motion heat maps
thermal imaging
infrared thermography
url https://www.mdpi.com/1424-8220/18/11/3653
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