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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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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