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Csibra B, Reicher V, Csepregi M, Kristóf K, Gácsi M. Towards an Objective Measurement Tool for ADHD-like Traits in Family Dogs: A Comprehensive Test Battery. Animals (Basel) 2024; 14:1841. [PMID: 38997953 PMCID: PMC11240718 DOI: 10.3390/ani14131841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 06/17/2024] [Accepted: 06/19/2024] [Indexed: 07/14/2024] Open
Abstract
Family dogs exhibit neuropsychological deficits similar to attention-deficit/hyperactivity disorder (ADHD) symptoms in humans. Questionnaire methods have mostly been used to assess ADHD-like behaviours in dogs. In addition to our validated questionnaire (Dog ADHD and Functionality Rating Scale-DAFRS; 2024), we developed a simple behavioural test battery covering the ADHD symptom domains (i.e., inattention, hyperactivity, and impulsivity) in dogs. Our main aim was (i) to provide a final external validation step to the DAFRS by examining its associations with the test variables (N = 59); and (ii) to compare owner- and trainer-rated factor scores' associations with the test variables (n = 38). We developed four tests covering the ADHD symptom domains: the attention test (inattention), the plush dog test (impulsivity), the leash test, and the sit test (hyperactivity). All four behavioural variables correlated with their respective questionnaire scores, i.e., the strongest for hyperactivity, and the least strong for inattention. Both owner- and trainer-rated scores (n = 38) correlated with the relevant test variables in an expected direction. Dogs' training status was linked only to the sit test results. Test-retest analyses (n = 34) indicated moderate-to-excellent agreement across all behavioural variables. Our findings support the validity of our novel human-analogue questionnaire for dogs as the behavioural tests strongly correlate with the relevant questionnaire scores, indicating that the two constructs together can effectively assess inattention, hyperactivity, and impulsivity in dogs.
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Affiliation(s)
- Barbara Csibra
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Vivien Reicher
- Clinical and Developmental Neuropsychology Research Group, Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Magyar Tudósok Körútja 2, 1117 Budapest, Hungary
| | - Melitta Csepregi
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- HUN-REN-ELTE Comparative Ethology Research Group, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Kíra Kristóf
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
| | - Márta Gácsi
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
- HUN-REN-ELTE Comparative Ethology Research Group, Pázmány Péter Sétány 1/C, 1117 Budapest, Hungary
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2
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KIKUSUI T, YAGISAWA M, KOYAMA K, SHISHIKURA Y, MIYAMOTO K, FUJIWARA K, KUME K, NOMOTO K, NAGASAWA M. Beacon-based sleep-wake monitoring in dogs. J Vet Med Sci 2024; 86:631-635. [PMID: 38684414 PMCID: PMC11187587 DOI: 10.1292/jvms.23-0472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 04/19/2024] [Indexed: 05/02/2024] Open
Abstract
The sleep-wake cycle represents a crucial physiological process essential for maintaining homeostasis and promoting individual growth. In dogs, alterations in sleep patterns associated with age and dog's correlation with temperament factors, such as nervousness, have been reported, and there is an increasing demand for precise monitoring of sleep and physical activity in dogs. The present study aims to develop an analysis method for measuring sleep-wake patterns and physical activity in dogs by utilizing an accelerometer and a smartphone. By analyzing time series data collected from the accelerometer attached to the dog's collar, a comprehensive sleep and activity analysis model was constructed. This model classified the activity level into seven classes and effectively highlighted the variations in sleep-activity patterns. Two classes with lower activity levels were considered as sleep, while other five levels were regarded as wake based on the rate of occurrence. This protocol of data acquisition and analysis provides a methodology that enables accurate and extended evaluation of both sleep and physical activity in dogs.
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Affiliation(s)
- Takefumi KIKUSUI
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
- Center for Human and Animal Symbiosis Science, Azabu
University, Kanagawa, Japan
| | - Mizuho YAGISAWA
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
| | - Kahori KOYAMA
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
| | - Yuma SHISHIKURA
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
| | - Kana MIYAMOTO
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
| | - Koichi FUJIWARA
- Department of Material Process Engineering, Nagoya
University, Aichi, Japan
| | - Kazuhiko KUME
- Department of Neuropharmacology, Graduate School of
Pharmaceutical Sciences, Nagoya City University, Aichi, Japan
| | - Kensaku NOMOTO
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
- Department of Physiology, Dokkyo Medical University School
of Medicine, Tochigi, Japan
| | - Miho NAGASAWA
- Laboratory of Human-Animal Interaction and Reciprocity,
School of Veterinary Medicine, Azabu University, Kanagawa, Japan
- Center for Human and Animal Symbiosis Science, Azabu
University, Kanagawa, Japan
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Reicher V, Kovács T, Csibra B, Gácsi M. Potential interactive effect of positive expectancy violation and sleep on memory consolidation in dogs. Sci Rep 2024; 14:9487. [PMID: 38664506 PMCID: PMC11045790 DOI: 10.1038/s41598-024-60166-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Accepted: 04/19/2024] [Indexed: 04/28/2024] Open
Abstract
In dogs, as in humans, both emotional and learning pretreatment affect subsequent behaviour and sleep. Although learning often occurs in an emotional-social context, the emotion-learning interplay in such context remain mainly unknown. Aims were to assess the effects of Controlling versus Permissive (emotional factors) training (learning factors) styles on dogs' behaviour, learning performance, and sleep. Family dogs (N = 24) participated in two command learning sessions employing the two training styles with each session followed by assessment of learning performance, a 2-h-long non-invasive sleep EEG measurement, and a retest of learning performance. Pre- to post-sleep improvement in learning performance was evident in dogs that received the Permissive training during the second learning session, indicating that dogs that experienced a more rewarding situation than expected (positive expectancy violation) during the second training session showed improved learning success after their afternoon sleep. These results possibly indicate an interactive effect of expectancy violation and sleep on enhancing learning.
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Affiliation(s)
- Vivien Reicher
- Clinical and Developmental Neuropsychology Research Group, HUN-REN Research Centre for Natural Sciences, Budapest, Hungary.
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary.
| | - Tímea Kovács
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- Doctoral School of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Barbara Csibra
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- Doctoral School of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Márta Gácsi
- Department of Ethology, Eötvös Loránd University, Budapest, Hungary
- HUN-REN-ELTE Comparative Ethology Research Group, Budapest, Hungary
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Eleőd H, Gácsi M, Bunford N, Kis A. Event-related potentials indicate differential neural reactivity to species and valence information in vocal stimuli in sleeping dogs. Sci Rep 2023; 13:14518. [PMID: 37666838 PMCID: PMC10477275 DOI: 10.1038/s41598-023-40851-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Accepted: 08/16/2023] [Indexed: 09/06/2023] Open
Abstract
Dogs live in a complex social environment where they regularly interact with conspecific and heterospecific partners. Awake dogs are able to process a variety of information based on vocalisations emitted by dogs and humans. Whether dogs are also able to process such information while asleep, is unknown. In the current explorative study, we investigated in N = 13 family dogs, neural response to conspecific and human emotional vocalisations. Data were recorded while dogs were asleep, using a fully non-invasive event-related potential (ERP) paradigm. A species (between 250-450 and 600-800 ms after stimulus onset) and a species by valence interaction (between 550 to 650 ms after stimulus onset) effect was observed during drowsiness. A valence (750-850 ms after stimulus onset) and a species x valence interaction (between 200 to 300 ms and 450 to 650 ms after stimulus onset) effect was also observed during non-REM specific at the Cz electrode. Although further research is needed, these results not only suggest that dogs neurally differentiate between differently valenced con- and heterospecific vocalisations, but they also provide the first evidence of complex vocal processing during sleep in dogs. Assessment and detection of ERPs during sleep in dogs appear feasible.
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Affiliation(s)
- Huba Eleőd
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary.
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary.
| | - Márta Gácsi
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary
- ELKH-ELTE Comparative Ethology Research Group, Budapest, Hungary
| | - Nóra Bunford
- ELKH-ELTE Comparative Ethology Research Group, Budapest, Hungary
- Research Centre for Natural Sciences, Institute of Cognitive Neuroscience and Psychology, Clinical and Developmental Neuropsychology Research Group, Budapest, Hungary
| | - Anna Kis
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary, Budapest, Hungary
- ELTE-ELKH NAP Comparative Ethology Research group, Budapest, Hungary
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Riedlova P, Tavandzis S, Kana J, Ostrizkova S, Kramna D, Krajcir L, Kanova T, Lastikova S, Tomaskova H, Roubec J. Changes in the Heart Rate of Sniffer Dogs Trained for Detection of Lung Cancer. Diagnostics (Basel) 2023; 13:2567. [PMID: 37568930 PMCID: PMC10417766 DOI: 10.3390/diagnostics13152567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Revised: 07/28/2023] [Accepted: 08/01/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Lung carcinoma is one of the most common malignancies worldwide. At present, unfortunately, there are no markers that would allow early identification of this tumor in the preclinical or early clinical stage. The use of sniffer dogs has been reported to show some promise in early diagnosis of this type of cancer Aim: This study aimed to evaluate the possibility of utilizing changes in the heart rate of sniffer dogs (which increases when finding a positive sample) in tumor detection. METHODS This double-blinded pilot study included two sniffer dogs. A chest strap was fastened on the dog's chests for heart rate monitoring while they were examining samples and heart rate was recorded. Test parameters (sensitivity, specificity, positive and negative predictive values) were then calculated, evaluating performances based on (i) the dog's indications according to their training and (ii) the changes in their heart rates. RESULTS Calculation according to the dog's indications revealed an overall sensitivity of 95.2% accompanied by a specificity of 81.8%, a PPV of 93.7%, and an NPV of 85.7%, respectively. These results were not significantly different from those evaluated by heart rate; heart rate monitoring was, however, burdened with a relatively high proportion of invalid experiments in which heart rate measurement failed. When the method of calculation was changed from rounds to individual samples, the test parameters further increased. CONCLUSIONS This pilot study confirmed the hypothesis that heart rate increases in trained sniffer dogs when encountering samples from tumor-positive patients but remains unchanged when only negative samples are present. The reliability of results based on heart rate increase is similar to that obtained by a dog's indications and, if the limitation represented by technical issues is overcome, it could serve as a valuable verification method.
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Affiliation(s)
- Petra Riedlova
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic; (S.O.); (D.K.); (H.T.)
- Centre of Epidemiological Research, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic
- Czech Centre for Signal Animals, 741 01 Novy Jicin, Czech Republic
| | - Spiros Tavandzis
- Czech Centre for Signal Animals, 741 01 Novy Jicin, Czech Republic
- Laboratory of Molecular Biology, Department of Medical Genetics, AGEL Laboratories, 741 01 Novy Jicin, Czech Republic
| | - Josef Kana
- Czech Centre for Signal Animals, 741 01 Novy Jicin, Czech Republic
| | - Silvie Ostrizkova
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic; (S.O.); (D.K.); (H.T.)
- Centre of Epidemiological Research, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic
| | - Dagmar Kramna
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic; (S.O.); (D.K.); (H.T.)
- Centre of Epidemiological Research, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic
| | - Libor Krajcir
- Czech Centre for Signal Animals, 741 01 Novy Jicin, Czech Republic
| | - Tereza Kanova
- Czech Centre for Signal Animals, 741 01 Novy Jicin, Czech Republic
| | - Simona Lastikova
- Department of Pneumology and Phthisiology, University Hospital with Polyclinic FDR Banska Bystrica, 975 17 Banska Bystrica, Slovakia
| | - Hana Tomaskova
- Department of Epidemiology and Public Health, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic; (S.O.); (D.K.); (H.T.)
- Centre of Epidemiological Research, Faculty of Medicine, University of Ostrava, 703 00 Ostrava, Czech Republic
| | - Jaromir Roubec
- Department of Pulmonary, Vitkovice Hospital, 703 00 Ostrava, Czech Republic;
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Niinikoski I, Himanen S, Tenhunen M, Lilja‐Maula L, Rajamäki MM. Description of a novel method for detection of sleep-disordered breathing in brachycephalic dogs. J Vet Intern Med 2023; 37:1475-1481. [PMID: 37232547 PMCID: PMC10365046 DOI: 10.1111/jvim.16783] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 05/12/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Sleep-disordered breathing (SDB), defined as any difficulty in breathing during sleep, occurs in brachycephalic dogs. Diagnostic methods for SDB in dogs require extensive equipment and laboratory assessment. OBJECTIVES To evaluate the usability of a portable neckband system for detection of SDB in dogs. We hypothesized that the neckband is a feasible method for evaluation of SDB and that brachycephaly predisposes to SDB. ANIMALS Twenty-four prospectively recruited client-owned dogs: 12 brachycephalic dogs and 12 control dogs of mesocephalic or dolicocephalic breeds. METHODS Prospective observational cross-sectional study with convenience sampling. Recording was done over 1 night at each dog's home. The primary outcome measure was the obstructive Respiratory Event Index (OREI), which summarized the rate of obstructive SDB events per hour. Additionally, usability, duration of recording, and snore percentage were documented. RESULTS Brachycephalic dogs had a significantly higher OREI value (Hodges-Lehmann estimator for median difference = 3.5, 95% confidence interval [CI] 2.2-6.8; P < .001) and snore percentage (Hodges-Lehmann estimator = 34.2, 95% CI 13.6-60.8; P < .001) than controls. A strong positive correlation between OREI and snore percentage was detected in all dogs (rs = .79, P < .001). The neckband system was easy to use. CONCLUSIONS AND CLINICAL IMPORTANCE Brachycephaly is associated with SDB. The neckband system is a feasible way of characterizing SDB in dogs.
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Affiliation(s)
- Iida Niinikoski
- Department of Equine and Small Animal MedicineUniversity of HelsinkiHelsinkiFinland
| | - Sari‐Leena Himanen
- Faculty of Medicine and Health TechnologyTampere UniversityTampereFinland
- Department of Clinical NeurophysiologyTampere University Hospital, Medical Imaging Centre and Hospital Pharmacy, Pirkanmaa Hospital DistrictTampereFinland
| | - Mirja Tenhunen
- Department of Clinical NeurophysiologyTampere University Hospital, Medical Imaging Centre and Hospital Pharmacy, Pirkanmaa Hospital DistrictTampereFinland
- Department of Medical PhysicsTampere University Hospital, Medical Imaging Centre and Hospital Pharmacy, Pirkanmaa Hospital DistrictTampereFinland
| | - Liisa Lilja‐Maula
- Department of Equine and Small Animal MedicineUniversity of HelsinkiHelsinkiFinland
| | - Minna M. Rajamäki
- Department of Equine and Small Animal MedicineUniversity of HelsinkiHelsinkiFinland
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Carreiro C, Reicher V, Kis A, Gácsi M. Owner-rated hyperactivity/impulsivity is associated with sleep efficiency in family dogs: a non-invasive EEG study. Sci Rep 2023; 13:1291. [PMID: 36690703 PMCID: PMC9870861 DOI: 10.1038/s41598-023-28263-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Accepted: 01/16/2023] [Indexed: 01/25/2023] Open
Abstract
Subjective sleep disturbances are reported by humans with attention-deficit/hyperactivity disorder (ADHD). However, no consistent objective findings related to sleep disturbances led to the removal of sleep problems from ADHD diagnostic criteria. Dogs have been used as a model for human ADHD with questionnaires validated for this purpose. Also, their sleep physiology can be measured by non-invasive methods similarly to humans. In the current study, we recorded spontaneous sleep EEG in family dogs during a laboratory session. We analyzed the association of sleep macrostructure and deep sleep (NREM) slow-wave activity (SWA) with a validated owner-rated ADHD questionnaire, assessing inattention (IA), hyperactivity/impulsivity (H/I) and total (T) scores. Higher H/I and T were associated with lower sleep efficiency and longer time awake after initial drowsiness and NREM. IA showed no associations with sleep variables. Further, no association was found between ADHD scores and SWA. Our results are in line with human studies in which poor sleep quality reported by ADHD subjects is associated with some objective EEG macrostructural parameters. This suggests that natural variation in dogs' H/I is useful to gain a deeper insight of ADHD neural mechanisms.
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Affiliation(s)
- Cecília Carreiro
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary.
- Department of Ethology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary.
| | - Vivien Reicher
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary
| | - Anna Kis
- Department of Ethology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Márta Gácsi
- Department of Ethology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary
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Tooley C, Heath SE. Sleep Characteristics in Dogs; Effect on Caregiver-Reported Problem Behaviours. Animals (Basel) 2022; 12:ani12141753. [PMID: 35883300 PMCID: PMC9312228 DOI: 10.3390/ani12141753] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2022] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Sleep duration and quality can be difficult to assess. Clinicians working in the field of veterinary behavioural medicine with dogs showing problem behaviours currently have little evidence-based literature to guide recommendations on assessment of sleep or treatment options if sleep is deemed poor. This study aims to broaden the level of knowledge regarding canine sleep durations and characteristics and begin research into the relationship between behavioural responses and the duration and quality of sleep. A questionnaire was used to capture information regarding canine sleep characteristics and caregiver perceptions of the severity of problem behaviours shown by this cohort. Responses regarding 1330 dogs were received and assessed. Dogs shown to sleep less than 6 h whilst their caregivers are in bed showed a greater caregiver-reported severity of problem behaviours. Dogs more easily disturbed from sleep at times their caregiver was out of bed, showed increased reported severity of problem behaviours. Whilst it is not possible to determine an optimal canine sleep duration, sufficient evidence is presented to argue that addressing problem behaviours by recommending increased activity may not be appropriate when it results in deprivation in relation to species-specific sleep requirements. Abstract Optimal sleep duration and quality is difficult to define. There are strong arguments for a relationship between sleep, in particular REM sleep, and emotional health and behaviour in a variety of species. This study aims to broaden the level of knowledge regarding canine sleep durations and characteristics and begin research into the relationship between behavioural responses and the duration and quality of sleep. A caregiver questionnaire was used to capture information regarding the duration and characteristics of canine sleep, how easily this cohort of dogs were disturbed from sleep, and caregiver perceptions of the severity of problem behaviours shown by this cohort (n = 1330). A quadratic relationship between canine sleep duration whilst a caregiver is in bed and severity of problem behaviour is shown, with less than 8 h sleep and more than 10 h sleep correlating with increased severity of problem behaviours in this cohort. Dogs which were more easily disturbed from sleep at times their caregiver was out of bed, showed increased reported severity of problem behaviours. Whilst it is not possible to determine an optimal canine sleep duration, sufficient evidence is presented to argue that problem behaviour should not be remedied by sleep deprivation.
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Castillo G, Gaitero L, Fonfara S, Czura CJ, Monteith G, James F. Transcutaneous Cervical Vagus Nerve Stimulation Induces Changes in the Electroencephalogram and Heart Rate Variability of Healthy Dogs, a Pilot Study. Front Vet Sci 2022; 9:878962. [PMID: 35769324 PMCID: PMC9234651 DOI: 10.3389/fvets.2022.878962] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Accepted: 05/09/2022] [Indexed: 11/13/2022] Open
Abstract
Transcutaneous cervical vagus nerve stimulation (tcVNS) has been used to treat epilepsy in people and dogs. Objective electroencephalographic (EEG) and heart rate variability (HRV) data associated with tcVNS have been reported in people. The question remained whether EEG and electrocardiography (ECG) would detect changes in brain activity and HRV, respectively, after tcVNS in dogs. Simultaneous EEG and Holter recordings, from 6 client-owned healthy dogs were compared for differences pre- and post- tcVNS in frequency band power analysis (EEG) and HRV. The feasibility and tolerance of the patients to the tcVNS were also noted. In a general linear mixed model, the average power per channel per frequency band was found to be significantly different pre- and post-stimulation in the theta (p = 0.02) and alpha bands (p = 0.04). The pooled power spectral analysis detected a significant decrease in the alpha (p < 0.01), theta (p = 0.01) and beta (p = 0.035) frequencies post-stimulation. No significant interaction was observed between dog, attitude, and stimulation in the multivariate model, neither within the same dog nor between individuals. There was a significant increase in the HRV measured by the standard deviation of the inter-beat (SDNN) index (p < 0.01) and a decrease in mean heart rate (p < 0.01) after tcVNS. The tcVNS was found to be well-tolerated. The results of this pilot study suggest that EEG and ECG can detect changes in brain activity and HRV associated with tcVNS in healthy dogs. Larger randomized controlled studies are required to confirm the results of this study and to assess tcVNS potential therapeutic value.
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Affiliation(s)
- Gibrann Castillo
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Luis Gaitero
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Sonja Fonfara
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | | | - Gabrielle Monteith
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
| | - Fiona James
- Department of Clinical Studies, Ontario Veterinary College, University of Guelph, Guelph, ON, Canada
- *Correspondence: Fiona James
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Bálint A, Eleőd H, Magyari L, Kis A, Gácsi M. Differences in dogs' event-related potentials in response to human and dog vocal stimuli; a non-invasive study. ROYAL SOCIETY OPEN SCIENCE 2022; 9:211769. [PMID: 35401994 PMCID: PMC8984299 DOI: 10.1098/rsos.211769] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 01/31/2022] [Indexed: 05/03/2023]
Abstract
Recent advances in the field of canine neuro-cognition allow for the non-invasive research of brain mechanisms in family dogs. Considering the striking similarities between dog's and human (infant)'s socio-cognition at the behavioural level, both similarities and differences in neural background can be of particular relevance. The current study investigates brain responses of n = 17 family dogs to human and conspecific emotional vocalizations using a fully non-invasive event-related potential (ERP) paradigm. We found that similarly to humans, dogs show a differential ERP response depending on the species of the caller, demonstrated by a more positive ERP response to human vocalizations compared to dog vocalizations in a time window between 250 and 650 ms after stimulus onset. A later time window between 800 and 900 ms also revealed a valence-sensitive ERP response in interaction with the species of the caller. Our results are, to our knowledge, the first ERP evidence to show the species sensitivity of vocal neural processing in dogs along with indications of valence sensitive processes in later post-stimulus time periods.
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Affiliation(s)
- Anna Bálint
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Huba Eleőd
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary
- Doctoral School of Biology, Institute of Biology, ELTE Eötvös Loránd University, Budapest, Hungary
| | - Lilla Magyari
- MTA-ELTE ‘Lendület’ Neuroethology of Communication Research Group, Hungarian Academy of Sciences, ELTE Eötvös Loránd University, Budapest, Hungary
- Department of Social Studies, University of Stavanger, Stavanger, Norway
| | - Anna Kis
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences,Budapest, Hungary
| | - Márta Gácsi
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary
- Department of Ethology, ELTE Eötvös Loránd University, Budapest, Hungary
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11
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Attachment towards the Owner Is Associated with Spontaneous Sleep EEG Parameters in Family Dogs. Animals (Basel) 2022; 12:ani12070895. [PMID: 35405884 PMCID: PMC8997010 DOI: 10.3390/ani12070895] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/28/2022] [Accepted: 03/30/2022] [Indexed: 11/20/2022] Open
Abstract
Simple Summary Dogs have been shown to form attachment bonds towards their owners analogous to the human infant-parent attachment. In humans, the neurological background of variation in attachment and similar trait-like social behaviors has been described. It is known that certain sleep parameters are in association with an individual’s attachment-related traits. In the current study, we provide the first evidence that dogs’ attachment towards their owner is also associated to dogs’ sleep structure (the time they spend in the different sleep stages) as well as to their brain activity during sleep. Thus, as in humans, when dogs sleep in a novel environment (in the presence of their owners), differences in their attachment bond are reflected in their sleep EEG characteristics. Abstract Affective neuroscience studies have demonstrated the impact of social interactions on sleep quality. In humans, trait-like social behaviors, such as attachment, are related to sleep brain activity patterns. Our aim was to investigate associations between companion dogs’ spontaneous brain activity during sleep (in the presence of the owner) and their relevant behavior in a task-free social context assessing their attachment towards the owner. In random order, each dog participated in a non-invasive sleep electroencephalogram (EEG) measurement and in the Strange Situation Test (SST) to assess their attachment behavior. We found that higher attachment scores were associated with more time spent in NREM sleep, lower NREM alpha power activity and lower NREM alpha–delta anticorrelation. Our results reveal that, when dogs sleep in a novel environment in the company of their owners, differences in their attachment are reflected in their sleep EEG characteristics. This could be best explained by the different degree that owners could be used as a safe haven in an unfamiliar environment and during the unusual procedure of the first EEG measurement.
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Bidoli EM, Erhard MH, Döring D. Heart rate and heart rate variability in school dogs. Appl Anim Behav Sci 2022. [DOI: 10.1016/j.applanim.2022.105574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Romito G, Summerfield N, Baron Toaldo M. Presumptive vagally-mediated atrial flutter in a dog. J Vet Cardiol 2021; 39:46-50. [PMID: 34973471 DOI: 10.1016/j.jvc.2021.12.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 12/01/2021] [Accepted: 12/03/2021] [Indexed: 11/25/2022]
Abstract
An asymptomatic nine-year-old Dobermann Pinscher underwent a screening for dilated cardiomyopathy. Echocardiography revealed left ventricular eccentric hypertrophy and systolic dysfunction; the rest of the echocardiographic parameters were within normal limits. Holter monitoring demonstrated sinus rhythm as the dominant cardiac rhythm during the first hours of the recording. Then, during a period of physiologically enhanced vagal tone (sleep), spontaneous development of atrial flutter (AFL) associated with variable ventricular response was documented. Alternation between AFL and paroxysmal atrial fibrillation was also observed. Subsequently, during a period of physiological increase of sympathetic tone (physical activity/excitement), spontaneous conversion of AFL to sinus rhythm occurred. In light of these findings, a presumptive diagnosis of vagal AFL was made. The images here described allow us to study the onset, behavior and termination of this intriguing electrocardiographic entity.
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Affiliation(s)
- G Romito
- Department of Veterinary Medical Sciences, Alma Mater Studiorum - University of Bologna, Via Tolara di Sopra 50, 40064 Ozzano dell'Emilia, Italy.
| | | | - M Baron Toaldo
- Division of Cardiology, Vetsuisse Faculty University of Zurich, Winterthurerstrasse 260, 8057, Zurich, Switzerland
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Reicher V, Bunford N, Kis A, Carreiro C, Csibra B, Kratz L, Gácsi M. Developmental features of sleep electrophysiology in family dogs. Sci Rep 2021; 11:22760. [PMID: 34815446 PMCID: PMC8611005 DOI: 10.1038/s41598-021-02117-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2021] [Accepted: 11/10/2021] [Indexed: 12/20/2022] Open
Abstract
Age-related differences in dog sleep and the age at which dogs reach adulthood as indexed by sleep electrophysiology are unknown. We assessed, in (1) a Juvenile sample (n = 60) of 2-14-month-old dogs (weight range: 4-68 kg), associations between age, sleep macrostructure, and non-rapid eye movement (NREM) EEG power spectrum, whether weight moderates associations, and (2) an extended sample (n = 91) of 2-30-months-old dogs, when sleep parameters stabilise. In Juvenile dogs, age was positively associated with time in drowsiness between 2 and 8 months, and negatively with time in rapid eye movement (REM) sleep between 2 and 6 months. Age was negatively associated with delta and positively with theta and alpha power activity, between 8 and 14 months. Older dogs exhibited greater sigma and beta power activity. Larger, > 8-month-old dogs had less delta and more alpha and beta activity. In extended sample, descriptive data suggest age-related power spectrum differences do not stabilise by 14 months. Drowsiness, REM, and delta power findings are consistent with prior results. Sleep electrophysiology is a promising index of dog neurodevelopment; some parameters stabilise in adolescence and some later than one year. Determination of the effect of weight and timing of power spectrum stabilisation needs further inquiry. The dog central nervous system is not fully mature by 12 months of age.
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Affiliation(s)
- Vivien Reicher
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary.
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary.
| | - Nóra Bunford
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
- Developmental and Translational Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Anna Kis
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
| | - Cecília Carreiro
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
| | - Barbara Csibra
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
| | - Lorraine Kratz
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
| | - Márta Gácsi
- Department of Ethology, Institute of Biology, Eötvös Loránd University, Pázmány Péter sétány 1/C, Budapest, 1117, Hungary
- MTA-ELTE Comparative Ethology Research Group, Budapest, Hungary
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Woods HJ, Li MF, Patel UA, Lascelles BDX, Samson DR, Gruen ME. A functional linear modeling approach to sleep-wake cycles in dogs. Sci Rep 2020; 10:22233. [PMID: 33335259 PMCID: PMC7747556 DOI: 10.1038/s41598-020-79274-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 12/07/2020] [Indexed: 11/09/2022] Open
Abstract
The study of companion (pet) dogs is an area of great translational potential, as they share a risk for many conditions that afflict humans. Among these are conditions that affect sleep, including chronic pain and cognitive dysfunction. Significant advancements have occurred in the ability to study sleep in dogs, including development of non-invasive polysomnography; however, basic understanding of dog sleep patterns remains poorly characterized. The purpose of this study was to establish baseline sleep-wake cycle and activity patterns using actigraphy and functional linear modeling (FLM), for healthy, adult companion dogs. Forty-two dogs were enrolled and wore activity monitors for 14 days. FLM demonstrated a bimodal pattern of activity with significant effects of sex, body mass, and age; the effect of age was particularly evident during the times of peak activity. This study demonstrated that FLM can be used to describe normal sleep-wake cycles of healthy adult dogs and the effects of physiologic traits on these patterns of activity. This foundation makes it possible to characterize deviations from normal patterns, including those associated with chronic pain and cognitive dysfunction syndrome. This can improve detection of these conditions in dogs, benefitting them and their potential as models for human disease.
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Affiliation(s)
- Hope J Woods
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Ming Fei Li
- Department of Anthropology, University of Toronto, Toronto, ON, Canada
| | - Ujas A Patel
- Department of Anthropology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - B Duncan X Lascelles
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA.,Translational Research in Pain (TRiP) Program, Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA.,Comparative Pain Research and Education Centre, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA.,Comparative Medicine Institute, Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, 1060 William Moore Drive, Raleigh, NC, 27612, USA.,Thurston Arthritis Centre, UNC School of Medicine, Chapel Hill, NC, USA.,Department of Anaesthesiology, Center for Translational Pain Research, Duke University, Durham, NC, USA
| | - David R Samson
- Department of Anthropology, University of Toronto Mississauga, Mississauga, ON, Canada
| | - Margaret E Gruen
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA. .,Comparative Pain Research and Education Centre, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA. .,Comparative Medicine Institute, Department of Clinical Sciences, College of Veterinary Medicine, North Carolina State University, 1060 William Moore Drive, Raleigh, NC, 27612, USA.
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Kortekaas K, Kotrschal K. Social Context Influences Resting Physiology in Dogs. Animals (Basel) 2020; 10:E2214. [PMID: 33255961 PMCID: PMC7760264 DOI: 10.3390/ani10122214] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 11/17/2020] [Accepted: 11/20/2020] [Indexed: 12/05/2022] Open
Abstract
Domestication has affected the social life of dogs. They seem to be less dependent on their pack members than wolves, potentially causing dogs to be more alert towards their environment, especially when resting. Such a response has been found in dogs resting alone compared to wolves in the same situation. However, as this may be influenced by social context, we compared alertness (i.e., degree of activation along the sleep-wake continuum-measured via cardiac parameters) of pack-living and enclosure-kept dogs in two conditions: (1) alone, and (2) with pack members, and in two states of activation: (1) inactive wakefulness, and (2) resting. We found that when dogs were resting alone, alertness was higher than when resting in the pack; individual alertness was potentially influenced by social rank. However, alertness was similar in the two conditions during inactive wakefulness. Thus, depending on social context, familiar conspecifics may still provide support in dogs; i.e., domestication has probably only partly shifted the social orientation of dogs from conspecifics to humans. We suggest that cardiac responses of dogs may be more flexible than those of wolves because of their adaptation to the more variable presence of humans and conspecifics in their environment.
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Affiliation(s)
- Kim Kortekaas
- Department of Cognitive Biology, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria
- Department of Behavioral Biology, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria;
- Wolf Science Center, Domestication Lab, Konrad-Lorenz Institute of Ethology, University of Veterinary Medicine, Savoyenstrasse 1a, 1160 Vienna, Austria
| | - Kurt Kotrschal
- Department of Behavioral Biology, University of Vienna, Althanstrasse 14, 1090 Vienna, Austria;
- Wolf Science Center, Domestication Lab, Konrad-Lorenz Institute of Ethology, University of Veterinary Medicine, Savoyenstrasse 1a, 1160 Vienna, Austria
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Gergely A, Kiss O, Reicher V, Iotchev I, Kovács E, Gombos F, Benczúr A, Galambos Á, Topál J, Kis A. Reliability of Family Dogs' Sleep Structure Scoring Based on Manual and Automated Sleep Stage Identification. Animals (Basel) 2020; 10:E927. [PMID: 32466600 PMCID: PMC7341213 DOI: 10.3390/ani10060927] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 05/14/2020] [Accepted: 05/18/2020] [Indexed: 12/24/2022] Open
Abstract
Non-invasive polysomnography recording on dogs has been claimed to produce data comparable to those for humans regarding sleep macrostructure, EEG spectra and sleep spindles. While functional parallels have been described relating to both affective (e.g., emotion processing) and cognitive (e.g., memory consolidation) domains, methodologically relevant questions about the reliability of sleep stage scoring still need to be addressed. In Study 1, we analyzed the effects of different coders and different numbers of visible EEG channels on the visual scoring of the same polysomnography recordings. The lowest agreement was found between independent coders with different scoring experience using full (3 h-long) recordings of the whole dataset, and the highest agreement within-coder, using only a fraction of the original dataset (randomly selected 100 epochs (i.e., 100 × 20 s long segments)). The identification of drowsiness was found to be the least reliable, while that of non-REM (rapid eye movement, NREM) was the most reliable. Disagreements resulted in no or only moderate differences in macrostructural and spectral variables. Study 2 targeted the task of automated sleep EEG time series classification. Supervised machine learning (ML) models were used to help the manual annotation process by reliably predicting if the dog was sleeping or awake. Logistic regression models (LogREG), gradient boosted trees (GBT) and convolutional neural networks (CNN) were set up and trained for sleep state prediction from already collected and manually annotated EEG data. The evaluation of the individual models suggests that their combination results in the best performance: ~0.9 AUC test scores.
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Affiliation(s)
- Anna Gergely
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
| | - Orsolya Kiss
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
| | - Vivien Reicher
- Department of Ethology, Eötvös Loránd University, 1117 Budapest, Hungary; (V.R.); (I.I.)
| | - Ivaylo Iotchev
- Department of Ethology, Eötvös Loránd University, 1117 Budapest, Hungary; (V.R.); (I.I.)
| | - Enikő Kovács
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
- Department of Ethology, Eötvös Loránd University, 1117 Budapest, Hungary; (V.R.); (I.I.)
| | - Ferenc Gombos
- Department of General Psychology, Pázmány Péter Catholic University, 1088 Budapest, Hungary;
| | - András Benczúr
- Institute for Computer Science and Control, Informatics Laboratory, 1111 Budapest, Hungary;
| | - Ágoston Galambos
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
- Department of Cognitive Psychology, Eötvös Loránd University, 1053 Budapest, Hungary
| | - József Topál
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
| | - Anna Kis
- Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, 1117 Budapest, Hungary; (O.K.); (E.K.); (Á.G.); (J.T.); (A.K.)
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Reicher V, Kis A, Simor P, Bódizs R, Gombos F, Gácsi M. Repeated afternoon sleep recordings indicate first‐night‐effect‐like adaptation process in family dogs. J Sleep Res 2020; 29:e12998. [DOI: 10.1111/jsr.12998] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 01/23/2020] [Accepted: 01/26/2020] [Indexed: 12/18/2022]
Affiliation(s)
- Vivien Reicher
- Department of Ethology Institute of Biology Eötvös Loránd University Budapest Hungary
| | - Anna Kis
- Research Centre for Natural Sciences Institute of Cognitive Neuroscience and Psychology Budapest Hungary
| | - Péter Simor
- Institute of Psychology Eötvös Loránd University Budapest Hungary
- Institute of Behavioural Sciences Semmelweis University Budapest Hungary
| | - Róbert Bódizs
- Institute of Behavioural Sciences Semmelweis University Budapest Hungary
- Juhász Pál Epilepsy Center National Institute of Clinical Neuroscience Budapest Hungary
| | - Ferenc Gombos
- Department of General Psychology Pázmány Péter Catholic University Budapest Hungary
- MTA‐PPKE Adolescent Development Research Group Budapest Hungary
| | - Márta Gácsi
- Department of Ethology Institute of Biology Eötvös Loránd University Budapest Hungary
- MTA‐ELTE Comparative Ethology Research Group Budapest Hungary
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Szabó D, Czeibert K, Kettinger Á, Gácsi M, Andics A, Miklósi Á, Kubinyi E. Resting-state fMRI data of awake dogs (Canis familiaris) via group-level independent component analysis reveal multiple, spatially distributed resting-state networks. Sci Rep 2019; 9:15270. [PMID: 31649271 PMCID: PMC6813298 DOI: 10.1038/s41598-019-51752-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 10/08/2019] [Indexed: 12/26/2022] Open
Abstract
Resting-state networks are spatially distributed, functionally connected brain regions. Studying these networks gives us information about the large-scale functional organization of the brain and alternations in these networks are considered to play a role in a wide range of neurological conditions and aging. To describe resting-state networks in dogs, we measured 22 awake, unrestrained individuals of both sexes and carried out group-level spatial independent component analysis to explore whole-brain connectivity patterns. In this exploratory study, using resting-state functional magnetic resonance imaging (rs-fMRI), we found several such networks: a network involving prefrontal, anterior cingulate, posterior cingulate and hippocampal regions; sensorimotor (SMN), auditory (AUD), frontal (FRO), cerebellar (CER) and striatal networks. The network containing posterior cingulate regions, similarly to Primates, but unlike previous studies in dogs, showed antero-posterior connectedness with involvement of hippocampal and lateral temporal regions. The results give insight into the resting-state networks of awake animals from a taxon beyond rodents through a non-invasive method.
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Affiliation(s)
- Dóra Szabó
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary.
| | - Kálmán Czeibert
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary
| | - Ádám Kettinger
- Hungarian Academy of Sciences, Research Centre for Natural Sciences, Budapest, 1117, Hungary
- Budapest University of Technology and Economics, Department of Nuclear Techniques, Budapest, 1111, Hungary
| | - Márta Gácsi
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary
- MTA-ELTE Comparative Ethology Research Group, Budapest, 1117, Hungary
| | - Attila Andics
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary
- MTA-ELTE 'Lendület' Neuroethology of Communication Research Group, Budapest, 1117, Hungary
| | - Ádám Miklósi
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary
- MTA-ELTE Comparative Ethology Research Group, Budapest, 1117, Hungary
| | - Enikő Kubinyi
- Eötvös Loránd University, Department of Ethology, Budapest, 1117, Hungary
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