1
|
Casarrubea M, Di Giovanni G, Aiello S, Crescimanno G. The hole-board apparatus in the study of anxiety. Physiol Behav 2023; 271:114346. [PMID: 37690695 DOI: 10.1016/j.physbeh.2023.114346] [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: 05/22/2023] [Revised: 09/07/2023] [Accepted: 09/08/2023] [Indexed: 09/12/2023]
Abstract
Anxiety disorders pose a significant challenge in contemporary society, and their impact in terms of social and economic burden is overwhelming. Behavioral research conducted on animal subjects is crucial for comprehending these disorders and, from a translational standpoint, for introducing innovative therapeutic approaches. In this context, the Hole-Board apparatus has emerged as a widely utilized test for studying anxiety-related behaviors in rodents. Although a substantial body of literature underscores the utility and reliability of the Hole-Board in anxiety research, recent decades have witnessed a range of studies that have led to uncertainties and misinterpretations regarding the validity of this behavioral assay. The objective of this review is twofold: firstly, to underscore the utility and reliability of the Hole-Board assay, and concurrently, to examine the underlying factors contributing to potential misconceptions surrounding its utilization in the study of anxiety and anxiety-related behaviors. We will present results from both conventional quantitative analyses and multivariate approaches, while referencing a comprehensive collection of studies conducted using the Hole-Board.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioural Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Corso Tukory n.129, Palermo 90134, Italy.
| | - Giuseppe Di Giovanni
- Laboratory of Neurophysiology, Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; Neuroscience Division, School of Biosciences, Cardiff University, Cardiff, United Kingdom
| | - Stefania Aiello
- Laboratory of Behavioural Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Corso Tukory n.129, Palermo 90134, Italy
| | - Giuseppe Crescimanno
- Laboratory of Behavioural Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Corso Tukory n.129, Palermo 90134, Italy
| |
Collapse
|
2
|
Anguera MT, Jonsson GK, Escolano-Pérez E, Sánchez-Lopez CR, Losada JL, Portell M. T-pattern detection in the scientific literature of this century: A systematic review. Front Psychol 2023; 14:1085980. [PMID: 36935977 PMCID: PMC10015708 DOI: 10.3389/fpsyg.2023.1085980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 01/27/2023] [Indexed: 03/08/2023] Open
Abstract
Introduction Scientific literature contains mainly systematic reviews focused on substantial aspects, but there are also approaches that have combined both substantial and methodological aspects, which is our preferred option since it undeniably adds value. The aims of this study were: (1) to carry out a systematic review of the literatura on T-Pattern analysis (TPA), and (2) to explore the possible contribution of mixed methods research to the integration of qualitative and quantitative elements on a synthesis level. Methods Based on PRISMA guidelines, searches were carried out in the Scopus, PsycINFO, and Web of Science databases. The general search syntax was: "THEME" AND ("T-Patterns" OR "T Patterns") carried out in title, keywords and abstract. In addition, we included empirical articles on THEME and T-Patterns collected in other sources based on citations in several empirical works and consultations with different authors. This selection process resulted in 125 primary documents making up this systematic review. Results The results showed that the detection of structures in behavior patterns forms a nexus between studies carried out in very diverse fields and contexts. Most studies are observational, whilst the applicability and power of T-Pattern detection are extraordinary. It allows the researcher to go deeper in a robust analysis that responds to the integration of qualitative and quantitative elements which constitutes the leit motive of mixed methods; and also to discover the deep, hidden structure that underlies the respective databases, regardless of the methodology used in each study. The possibilities in assigning parameters notably increase the options for obtaining results and their interpretation. Discussion It is relevant the extraordinary strength and applicability of T-pattern detection. There is a high presence of T-pattern detection and analysis in studies using observational methodology. It is necessary commit to consolidating the methodological analysis of selected works, as taking individual and collective responsibility for improving methodological quality of TPA studies, taking advantage of the resources provided by the THEME program.
Collapse
Affiliation(s)
- M. Teresa Anguera
- Faculty of Psychology, Institute of Neurosciences, University of Barcelona, Barcelona, Spain
| | - Gudberg K. Jonsson
- Human Behavior Laboratory, School of Health Sciences, University of Iceland, Reykjavík, Iceland
| | | | - Carmen Rosa Sánchez-Lopez
- Department of Clinical Psychology, Psychobiology and Methodology, University of La Laguna, San Cristóbal de La Laguna, Spain
| | - José Luis Losada
- Faculty of Psychology, University of Barcelona, Barcelona, Spain
| | - Mariona Portell
- Department of Psychobiology and Methodology of Health Sciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| |
Collapse
|
3
|
Casarrubea M, Leca JB, Gunst N, Jonsson GK, Portell M, Di Giovanni G, Aiello S, Crescimanno G. Structural analyses in the study of behavior: From rodents to non-human primates. Front Psychol 2022; 13:1033561. [PMID: 36467208 PMCID: PMC9716108 DOI: 10.3389/fpsyg.2022.1033561] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Accepted: 10/25/2022] [Indexed: 09/03/2023] Open
Abstract
The term "structure" indicates a set of components that, in relation to each other, shape an organic complex. Such a complex takes on essential connotations of functionally unitary entity resulting from the mutual relationships of its constituent elements. In a broader sense, we can use the word "structure" to define the set of relationships among the elements of an emergent system that is not determined by the mere algebraic sum of these elements, but by the interdependence relationships of these components from which the function of the entire structure itself derives. The behavior of an integrated living being can be described in structural terms via an ethogram, defined as an itemized list of behavioral units. Akin to an architectural structure, a behavioral structure arises from the reciprocal relationships that the individual units of behavior establish. Like an architectural structure, the function of the resulting behaving complex emerges from the relationships of the parts. Hence, studying behavior in its wholeness necessitates not only the identification of its constitutive units in their autarchic individuality, but also, and importantly, some understanding of their relationships. This paper aimed to critically review different methods to study behavior in structural terms. First, we emphasized the utilization of T-pattern analysis, i.e., one of the most effective and reliable tools to provide structural information on behavior. Second, we discussed the application of other methodological approaches that are based on the analysis of transition matrices, such as hierarchical clustering, stochastic analyses, and adjusted residuals. Unlike T-pattern analysis, these methods allow researchers to explore behavioral structure beyond its temporal characteristics and through other relational constraints. After an overview of how these methods are used in the study of animal behavior, from rodents to non-human primates, we discussed the specificities, advantages and challenges of each approach. This paper could represent a useful background for all scientists who intend to study behavior both quantitatively and structurally, that is in terms of the reciprocal relationships that the various units of a given behavioral repertoire normally weave together.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section “Giuseppe Pagano”, University of Palermo, Palermo, Italy
| | - Jean-Baptiste Leca
- Department of Psychology, University of Lethbridge, Lethbridge, AB, Canada
- School of Natural and Engineering Sciences, National Institute of Advanced Studies, Bangalore, India
| | - Noëlle Gunst
- Department of Psychology, University of Lethbridge, Lethbridge, AB, Canada
| | - Gudberg K. Jonsson
- Human Behavior Laboratory, School of Health Sciences, University of Iceland, Reykjavík, Iceland
| | - Mariona Portell
- Department of Psychobiology and Methodology of Health Sciences, Universitat Autònoma de Barcelona, Cerdanyola del Vallès, Spain
| | - Giuseppe Di Giovanni
- Laboratory of Neurophysiology, Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
| | - Stefania Aiello
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section “Giuseppe Pagano”, University of Palermo, Palermo, Italy
| | - Giuseppe Crescimanno
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section “Giuseppe Pagano”, University of Palermo, Palermo, Italy
| |
Collapse
|
4
|
Casarrubea M, Palacino M, Brancato A, Lavanco G, Cannizzaro C, Crescimanno G. Detection of a temporal structure in the rat behavioural response to an aversive stimulation in the emotional object recognition (EOR) task. Physiol Behav 2021; 238:113481. [PMID: 34089704 DOI: 10.1016/j.physbeh.2021.113481] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Revised: 05/25/2021] [Accepted: 05/26/2021] [Indexed: 11/27/2022]
Abstract
Aim of the research was to investigate whether a temporal structure could be detected in the behavioural response to an aversive stimulation. A fear-related memory task was used in rats, placed in a modified version of the Novel Object Recognition task known as Emotional Object Recognition task, i.e. a behavioural assay that orbits around the declarative memory for an aversive experience. To this purpose, twelve male Wistar rats, divided in two groups (Control and Aversive memory), observed after 4 h (OR4h) and after 24 h (OR24h) from the delivery of an aversive stimulation, associated to a specific object, were used. Data were evaluated both in terms of conventional quantitative approaches and by means of T-pattern analysis, namely a multivariate technique able to unveil the temporal structure of behaviour and the relationships amongst the behavioural items in time. Results evidenced several changes between groups and over time as well. Mean occurrences and mean durations showed significant differences between OR4h and OR24h sessions and between Control and Aversive memory groups for behavioural items of Exploration, Object-related aversion and Immobility. T-pattern analysis revealed important changes of behavioural variability, complexity and repetitiveness, (i.e., the three main qualitative features of T-patterns) in the Aversive memory group. These outcomes highlight a simpler and linear behavioural profile, focused only on specific sequences of particularly repetitive events. Overall, the present study demonstrates a) the presence of a temporal organization of fear-related behavioural events and b) the influence of learning on the modifications observed over time.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, 90134 Palermo, Italy; Interdepartmental Center for Science Technology (C.I.T.C.), University of Palermo, Palermo, Italy.
| | - Manfredi Palacino
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, 90134 Palermo, Italy.
| | - Anna Brancato
- Laboratory of Neuropsychopharmacology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties of Excellence "G. D'Alessandro" (PROMISE) University of Palermo, Palermo, Italy.
| | | | - Carla Cannizzaro
- Interdepartmental Center for Science Technology (C.I.T.C.), University of Palermo, Palermo, Italy; Laboratory of Neuropsychopharmacology, Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties of Excellence "G. D'Alessandro" (PROMISE) University of Palermo, Palermo, Italy.
| | - Giuseppe Crescimanno
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, 90134 Palermo, Italy; Interdepartmental Center for Science Technology (C.I.T.C.), University of Palermo, Palermo, Italy.
| |
Collapse
|
5
|
Effects of Different Anxiety Levels on the Behavioral Patternings Investigated through T-pattern Analysis in Wistar Rats Tested in the Hole-Board Apparatus. Brain Sci 2021; 11:brainsci11060714. [PMID: 34072001 PMCID: PMC8226990 DOI: 10.3390/brainsci11060714] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2021] [Revised: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 01/10/2023] Open
Abstract
The Hole-Board is an ethologically based tool for investigating the anxiety-related behavior of rats following manipulation of the central anxiety level. The present paper aims to assess behavioral patterning following pharmacological manipulation of emotional assets in Wistar rats tested in this experimental apparatus. For this purpose, the behavior of three groups of rats injected with saline, diazepam or FG7142 was evaluated using conventional quantitative and multivariate T-pattern analyses. The results demonstrate that quantitative analyses of individual components of the behavior, disjointed from the comprehensive behavioral structure, are of narrow utility in the understanding of the subject’s emotional condition. Among the components of the behavioral repertoire in rodents tested in the Hole-Board, Edge-Sniff and Head-Dip represent the most significant ones to rate anxiety level. They are characterized by a strong bivariate relationship and are also firmly part of the behavioral architecture, as revealed by the T-pattern analysis (TPA), a multivariate technique able to detect significant relationships among behavioral events over time. Edge-Sniff → Head-Dip sequences, in particular, are greatly influenced by the level of anxiety: barely detectable in control animals, they completely disappear in subjects with a reduced level of anxiety and are present in almost 25% of the total of T-patterns detected in subjects whose anxiety level increased.
Collapse
|
6
|
Brill M, Schwab F. T-pattern analysis and spike train dissimilarity for the analysis of structure in blinking behavior. Physiol Behav 2020; 227:113163. [PMID: 32891608 DOI: 10.1016/j.physbeh.2020.113163] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 08/26/2020] [Accepted: 08/26/2020] [Indexed: 01/24/2023]
Abstract
Spontaneous eye-blinks are a ubiquitous behavior. However, blink timing is not random, nor does it always follow physiological demands. Research rather suggests that blink timing, and thus the structure of blinking behavior, is influenced by cognitive processes, such as attention. Since attention is regarded a necessary precursor of media use phenomena, the present study investigates the relation between the structure of blinking behavior and the media use phenomenon of spatial presence. To this end, spontaneous eye-blinks have been observed in an experiment during the reception of a video story. The methods of T-pattern analysis, ISI distance, and IBI variability have been used to quantify stimulus-dependent blink structure, which has then been related to self-reports of spatial presence experiences. While the T-pattern analysis and ISI distance showed converging results for behavior structure, a hypothesized relation between more stimulus-dependent blink structure and stronger presence experiences was not found. On the contrary, blink data suggested a difference in attention allocation, whereas self-report data indicated no difference in presence experiences. This demonstrates that beyond self-report and the analysis of event frequencies, the analysis of behavior structure offers insights into behavior synchronization between participants, allowing for new inferences on internal processing of media stimuli.
Collapse
Affiliation(s)
- Michael Brill
- University of Würzburg, Department of Media Psychology, Oswald-Külpe-Weg 82, 97074 Würzburg, Germany.
| | - Frank Schwab
- University of Würzburg, Department of Media Psychology, Oswald-Külpe-Weg 82, 97074 Würzburg, Germany
| |
Collapse
|
7
|
Casarrubea M. Possible Contribution of T-pattern Detection and Analysis to the Study of the Behavioral Correlates of Afferent Inhibition. Brain Sci 2020; 10:E818. [PMID: 33158104 PMCID: PMC7694199 DOI: 10.3390/brainsci10110818] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Accepted: 11/02/2020] [Indexed: 12/30/2022] Open
Abstract
A pivotal tenet in modern behavioral sciences is that the study of behavior, in its most intimate structure, necessarily deals with time and, for this reason, behavioral dynamics are not intuitively perceivable and/or detectable (Eibl-Eibesfeldt, 1970). In reality, the possibility to describe a given behavior in terms of its structural/temporal features makes available new and detailed information otherwise unavailable. The aim of the present paper is to discuss the possible application of T-pattern detection and analysis, i.e., a multivariate approach specifically developed to describe the temporal structure of behavior, to the study of an important and still scantly investigated issue, namely the detection of behavioral correlates of the neurophysiological phenomenon known as afferent inhibition.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, 90134 Palermo, Italy
| |
Collapse
|
8
|
Aiello S, Crescimanno G, Di Giovanni G, Casarrubea M. T-patterns in the study of movement and behavioral disorders. Physiol Behav 2019; 215:112790. [PMID: 31870941 DOI: 10.1016/j.physbeh.2019.112790] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 12/18/2019] [Accepted: 12/19/2019] [Indexed: 12/11/2022]
Abstract
Aim of the present review is to offer an outline of the application of T-pattern analysis (TPA) in the study of neurological disorders characterized by anomalies of movement and, more in general, of behavior. TPA is a multivariate technique to detect real time patterns of behavior on the basis of statistically significant constraints among the events in sequence. TPA is particularly suitable to analyse the structure of behavior. The application of TPA to study movement and behavioral disorders is able to offer, with a high level of detail, hidden characteristics of behavior otherwise impossible to detect. For its intrinsic features, TPA is completely different not only from quantitative evaluations of behavior such as assessments of frequencies, durations, percent distributions etc. of individual behavioral components, but also from the largest extent of multivariate approaches based, for instance, on the analysis of transition matrices. Various applications of TPA in the study of behavior in human patients and in animal models of neurological disorders are discussed. TPA is a suitable tool to study the movement and behavioral disorders. This review represents a useful background for researchers, therapists, physicians etc. who intend to use this technique.
Collapse
Affiliation(s)
- Stefania Aiello
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Palermo, Italy
| | - Giuseppe Crescimanno
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Palermo, Italy
| | - Giuseppe Di Giovanni
- Laboratotry of Neurophysiology, Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta; School of Biosciences, Cardiff University, Cardiff, United Kingdom
| | - Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics (Bi.N.D.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Palermo, Italy.
| |
Collapse
|
9
|
Hoogeboom MAMG, Wilderom CPM. A Complex Adaptive Systems Approach to Real-Life Team Interaction Patterns, Task Context, Information Sharing, and Effectiveness. GROUP & ORGANIZATION MANAGEMENT 2019. [DOI: 10.1177/1059601119854927] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Interaction dynamics are considered to be key characteristics of complex adaptive systems (CAS). Taking a CAS approach, this study examines how three team interaction patterns affect team effectiveness. Specifically, we analyze recurring, heterogeneous, and participative patterns of team interaction in routine and nonroutine team-task contexts. Fine-grained coding of video-based footage plus nonlinear dynamical systems (NDS) statistics are used to identify the interaction patterns in a sample of 96 real-life teams, comprising 1,395 team members. We establish that recurring patterns of team interaction reduce perceived team information sharing and, in turn, team effectiveness and that these harmful effects are more pronounced in teams doing nonroutine work than in those engaged in routine work. Participative team interaction was found to be positively related to a high level of perceived team information sharing and effectiveness. Heterogeneous team interaction was not associated with perceived team information sharing and effectiveness. Post hoc analyses, in which the behavioral content of the interaction patterns of the 15 most effective and least effective teams is compared, revealed primarily task-directed patterns in the most effective teams. We offer practical recommendations for team development and call for more CAS research on the communicative behaviors within teams of knowledge workers.
Collapse
|
10
|
Casarrubea M, Aiello S, Di Giovanni G, Santangelo A, Palacino M, Crescimanno G. Combining Quantitative and Qualitative Data in the Study of Feeding Behavior in Male Wistar Rats. Front Psychol 2019; 10:881. [PMID: 31068869 PMCID: PMC6491709 DOI: 10.3389/fpsyg.2019.00881] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 04/03/2019] [Indexed: 12/14/2022] Open
Abstract
The first step in a behavioral study is represented by the organization of a suitable ethogram, that is, a formal description of individual components of the behavior. Then, each component of such a behavioral repertoire can be quantified (e.g., how many times it occurs, its duration, percent distribution, latency, etc.). However, it is our contention that the possibility to describe the behavior of a living being by means of hundreds or even thousands of numbers concerning isolated components, disjointed from the comprehensive behavioral architecture, does not imply the possibility to use those numbers to reconstruct the meaning of behavior. Such a level of comprehension requires a qualitative approach based on the analysis of behavioral structure and its underlying dynamics. By means of synergic utilization of quantitative and qualitative data a more complete description of a given behavior becomes available. In present study we discuss results obtained from observations of feeding behavior in two groups of male Wistar rats: a control group, under standard diet, and a second group, under hyperglycidic one. Results have been presented both in terms of quantitative evaluations and in terms of structural/qualitative ones, the latter obtained by means of T-pattern detection and analysis. As to quantitative results, mean durations showed a significant reduction of Walking and Feeding and an increase of Hind-Paw Licking and Body Grooming; concerning mean occurrences, a significant increase of Front-Paw Licking, Hind-Paw Licking, and Body Grooming was present; percent distributions showed significant reductions for Walking and Feeding and a significant increase for all grooming activities. As to qualitative assessments, T-pattern analysis unveiled a clear-cut behavioral reorganization induced by the hyperglycidic diet. If on the one hand, 50 different T-patterns were detected in subjects under standard diet, on the other hand, 703 different T-patterns were discovered in animals under hyperglycidic treatment, with a highly significant increase of mean lengths and a significant reduction of mean occurrences of T-patterns. Synergic evaluation of results in terms of quantitative and qualitative aspects shows, in rats fed with hyperglycidic diet, an increased anxiety condition, likely dependent on food-related stimuli and suggestive of a pervasive craving-related behavior.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics, Human Physiology Section "Giuseppe Pagano," University of Palermo, Palermo, Italy
| | - Stefania Aiello
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics, Human Physiology Section "Giuseppe Pagano," University of Palermo, Palermo, Italy
| | - Giuseppe Di Giovanni
- Laboratory of Neurophysiology, Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, Msida, Malta
| | - Andrea Santangelo
- Psychiatric Unit, Department of Health Sciences, University of Florence, Florence, Italy
| | - Manfredi Palacino
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics, Human Physiology Section "Giuseppe Pagano," University of Palermo, Palermo, Italy
| | - Giuseppe Crescimanno
- Laboratory of Behavioral Physiology, Department of Biomedicine, Neuroscience and Advanced Diagnostics, Human Physiology Section "Giuseppe Pagano," University of Palermo, Palermo, Italy
| |
Collapse
|
11
|
Effects of Substantia Nigra pars compacta lesion on the behavioral sequencing in the 6-OHDA model of Parkinson’s disease. Behav Brain Res 2019; 362:28-35. [DOI: 10.1016/j.bbr.2019.01.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2018] [Revised: 12/23/2018] [Accepted: 01/06/2019] [Indexed: 12/11/2022]
|
12
|
Casarrubea M, Magnusson MS, Anguera MT, Jonsson GK, Castañer M, Santangelo A, Palacino M, Aiello S, Faulisi F, Raso G, Puigarnau S, Camerino O, Di Giovanni G, Crescimanno G. T-pattern detection and analysis for the discovery of hidden features of behaviour. J Neurosci Methods 2018; 310:24-32. [PMID: 29935197 DOI: 10.1016/j.jneumeth.2018.06.013] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 06/19/2018] [Accepted: 06/19/2018] [Indexed: 10/28/2022]
Abstract
BACKGROUND The behaviour of all living beings consists of hidden patterns in time; consequently, its nature and its underlying dynamics are intrinsically difficult to be perceived and detected by the unaided observer. METHOD Such a scientific challenge calls for improved means of detection, data handling and analysis. By using a powerful and versatile technique known as T-pattern detection and analysis (TPA) it is possible to unveil hidden relationships among the behavioural events in time. RESULTS TPA is demonstrated to be a solid and versatile tool to study the deep structure of behaviour in different experimental contexts, both in human and non human subjects. CONCLUSION This review deepens and extends contents recently published by adding new concepts and examples concerning the applications of TPA in the study of behaviour both in human and non-human subjects.
Collapse
Affiliation(s)
- M Casarrubea
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy.
| | - M S Magnusson
- Human Behavior Laboratory, University of Iceland, Reykjavik, Iceland
| | - M T Anguera
- Faculty of Psychology, Institute of Neurosciences, University of Barcelona, Spain
| | - G K Jonsson
- Human Behavior Laboratory, University of Iceland, Reykjavik, Iceland
| | - M Castañer
- INEFC (National Institute of Physical Education of Catalonia) and IRBLLEIDA (Lleida Institute for Biomedical Research Dr. Pifarré Foundation), University of Lleida, Spain
| | - A Santangelo
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy; Psychiatric Unit, Department of Health Sciences, University of Florence, Florence, Italy
| | - M Palacino
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy
| | - S Aiello
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy
| | - F Faulisi
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy
| | - G Raso
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy
| | - S Puigarnau
- INEFC (National Institute of Physical Education of Catalonia) and IRBLLEIDA (Lleida Institute for Biomedical Research Dr. Pifarré Foundation), University of Lleida, Spain
| | - O Camerino
- INEFC (National Institute of Physical Education of Catalonia) and IRBLLEIDA (Lleida Institute for Biomedical Research Dr. Pifarré Foundation), University of Lleida, Spain
| | - G Di Giovanni
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta, Msida, Malta
| | - G Crescimanno
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", University of Palermo, Italy
| |
Collapse
|
13
|
Casarrubea M, Faulisi F, Cudia A, Cancemi D, Cardaci M, Magnusson MS, Crescimanno G. Discovery of recurring behavioural sequences in Wistar rat social activity: Possible support to studies on Autism Spectrum Disorders. Neurosci Lett 2017; 653:58-63. [PMID: 28527716 DOI: 10.1016/j.neulet.2017.05.031] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2017] [Revised: 04/12/2017] [Accepted: 05/16/2017] [Indexed: 11/18/2022]
Abstract
This study was undertaken to investigate whether, in rat interactive activities, recurring sequences of behavioural events might be identified and how and to what extent each component of the pair is involved. To this aim, the multivariate temporal-pattern (t-pattern) analysis was applied to the social interactions of 9 pairs of male Wistar rats tested in open field. Interactive activities were classified into intra- and inter-subjects. Quantitative evaluations showed that intra-subject behavioural elements represented 62.37% and inter-subject ones 37.63% of the comprehensive behaviour. T-pattern analysis revealed the presence of 221 different t-patterns organized in four different categories: containing exclusively inter-subject elements; containing both inter- and intra-subject elements; consisting of rat 1 and rat 2 intra-subject elements and, finally, consisting of intra-subject elements carried out by one of the two subjects. Results show that the activity of two interacting Wistar rats is structured on the basis of several recurring temporal sequences. Moreover, social interactions appear to be expressed also by t-patterns where the behavioural elements are carried out by animals seemingly not interacting. A support of t-pattern analysis to studies on Autism Spectrum Disorders is proposed.
Collapse
Affiliation(s)
- M Casarrubea
- Dept. of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy; Technologies of Knowledge Interdepartmental Center (C.I.T.C.), University of Palermo, Palermo, Italy
| | - F Faulisi
- Dept. of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy
| | - A Cudia
- Dept. of Psychological Sciences, Pedagogy and Formation, University of Palermo, Palermo, Italy
| | - D Cancemi
- Dept. of Psychological Sciences, Pedagogy and Formation, University of Palermo, Palermo, Italy
| | - M Cardaci
- Dept. of Psychological Sciences, Pedagogy and Formation, University of Palermo, Palermo, Italy; Technologies of Knowledge Interdepartmental Center (C.I.T.C.), University of Palermo, Palermo, Italy
| | - M S Magnusson
- Human Behavior Laboratory, University of Iceland, Reykjavik, Iceland
| | - G Crescimanno
- Dept. of Experimental Biomedicine and Clinical Neurosciences (Bio.Ne.C.), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy; Technologies of Knowledge Interdepartmental Center (C.I.T.C.), University of Palermo, Palermo, Italy.
| |
Collapse
|
14
|
Effects of the benzodiazepine inverse agonist FG7142 on the structure of anxiety-related behavior of male Wistar rats tested in hole board. Psychopharmacology (Berl) 2017; 234:381-391. [PMID: 27838748 DOI: 10.1007/s00213-016-4474-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2016] [Accepted: 10/26/2016] [Indexed: 02/04/2023]
Abstract
RATIONALE Little is known about the structural characteristics of the behavior of rats with enhanced anxiety level. To fill this gap, a study was undertaken where effects of an anxiogenic drug were examined on behavioral structure of rats tested in hole board. OBJECTIVES This study investigates effects of increased anxiety level on the structure of the behavior of rats tested in hole board METHODS: Different doses of FG7142 (1, 4, 8 mg/kg IP), a potent anxiety-inducing drug, were administered to three groups of male Wistar rats. A further group was administered saline. Experiments were recorded through a digital camera. Quantitative and multivariate approaches were applied. RESULTS Percent distributions and durations showed increases of immobile sniffing, rearing, head dip, and edge sniff and a significant reduction of grooming activities and of walking. In addition, a decrease of head dip/edge sniff ratio was detected. Transition matrices evidenced that FG7142 provoked evident modifications of behavioral structure mainly of general exploration of environment and focused exploration of the hole. Finally, adjusted residuals showed a reduced effectiveness of FG7142 on transitions from head dip to edge sniff; on the contrary, transitions from edge sniff to head dip underwent evident dose-dependent changes. CONCLUSIONS Present study provides a useful tool to analyze behavioral responses to different anxiety conditions. Accordingly, it is demonstrated that a condition of increased anxiety deeply modifies the structure of male Wistar rat's behavior in hole board. In addition, our results suggest that evaluation of head dip/edge sniff ratio can be considered a reliable index to appraise effects of pharmacological manipulation of anxiety and related behavioral elements.
Collapse
|
15
|
Santangelo A, Provensi G, Costa A, Blandina P, Ricca V, Crescimanno G, Casarrubea M, Passani MB. Brain histamine depletion enhances the behavioural sequences complexity of mice tested in the open-field: Partial reversal effect of the dopamine D2/D3 antagonist sulpiride. Neuropharmacology 2016; 113:533-542. [PMID: 27833003 DOI: 10.1016/j.neuropharm.2016.11.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 11/02/2016] [Accepted: 11/05/2016] [Indexed: 12/16/2022]
Abstract
Markers of histaminergic dysregulation were found in several neuropsychiatric disorders characterized by repetitive behaviours, thoughts and stereotypies. We analysed the effect of acute histamine depletion by means of i. c.v. injections of alpha-fluoromethylhistidine, a blocker of histidine decarboxylase, on the temporal organization of motor sequences of CD1 mice behaviour in the open-field test. An ethogram encompassing 9 behavioural components was employed. Durations and frequencies were only slightly affected by treatments. However, as revealed by multivariate t-pattern analysis, histamine depletion was associated with a striking increase in the number of behavioural patterns. We found 42 patterns of different composition occurring, on average, 520.90 ± 50.23 times per mouse in the histamine depleted (HD) group, whereas controls showed 12 different patterns occurring on average 223.30 ± 20.64 times. Exploratory and grooming behaviours clustered separately, and the increased pattern complexity involved exclusively exploratory patterns. To test the hypothesis of a histamine-dopamine interplay on behavioural pattern phenotype, non-sedative doses of the D2/D3 antagonist sulpiride (12.5-25-50 mg/kg) were additionally administered to different groups of HD mice. Sulpiride counterbalanced the enhancement of exploratory patterns of different composition, but it did not affect the mean number of patterns at none of the doses used. Our results provide new insights on the role of histamine on repetitive behavioural sequences of freely moving mice. Histamine deficiency is correlated with a general enhancement of pattern complexity. This study supports a putative involvement of histamine in the pathophysiology of tics and related disorders.
Collapse
Affiliation(s)
- Andrea Santangelo
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino, Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy; S.O.D. Psichiatria, Azienda Ospedaliero-Universitaria Careggi, 50139 Firenze, Italy.
| | - Gustavo Provensi
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino, Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy
| | - Alessia Costa
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino, Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy
| | - Patrizio Blandina
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino, Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy
| | - Valdo Ricca
- Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino, Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy; S.O.D. Psichiatria, Azienda Ospedaliero-Universitaria Careggi, 50139 Firenze, Italy
| | - Giuseppe Crescimanno
- Dipartimento di Biomedicina Sperimentale e Neuroscienze Cliniche, Università di Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - Maurizio Casarrubea
- Dipartimento di Biomedicina Sperimentale e Neuroscienze Cliniche, Università di Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - M Beatrice Passani
- Maria Beatrice Passani Dipartimento di Scienze della Salute Università di Firenze, Viale Pieraccini 6, 50139, Firenze, Italy
| |
Collapse
|
16
|
Casarrubea M, Faulisi F, Magnusson MS, Crescimanno G. The effects of morphine on the temporal structure of Wistar rat behavioral response to pain in hot-plate. Psychopharmacology (Berl) 2016; 233:2891-900. [PMID: 27235015 DOI: 10.1007/s00213-016-4334-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 05/11/2016] [Indexed: 12/01/2022]
Abstract
RATIONALE The largest amount of researches on the hot-plate test was carried out using quantitative assessments. However, the evaluation of the relationships among the different elements that compose the behavioral response to pain requires different approaches. Although previous studies have provided clear information on the behavioral structure of the response, no data are available on its temporal structure. OBJECTIVES The objective of this study was to investigate the temporal structure of the behavioral response to pain in Wistar rat tested in hot-plate and how this structure was influenced by morphine-induced analgesia. METHODS The behavior of four groups of subjects tested in hot-plate, one administered saline and three with different doses (3, 6, 12 mg/kg) of morphine IP, was analyzed by means of quantitative and t-pattern analyses. The latter is a multivariate technique able to detect the existence of statistically significant temporal relationships among the behavioral events in time. RESULTS A clear-cut influence of morphine on quantitative parameters of the response to the noxious stimulation was observed. T-pattern analysis evidenced profound structural changes of behavior. Twenty-four different t-patterns were identified following saline, whereas a dose-dependent reduction was observed following morphine. Such a reduction was accompanied by a decrease of the total amount of t-patterns detected. CONCLUSIONS Morphine, by reducing the effects of the noxious stimulation, orients animal behavior prevalently toward exploratory t-patterns. In addition, it is suggested that the temporal structure of the response is very quickly organized and adapted to environmental noxious cues.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | - Fabiana Faulisi
- Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy
| | | | - Giuseppe Crescimanno
- Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section, University of Palermo, Corso Tukory 129, 90134, Palermo, Italy.
| |
Collapse
|
17
|
Casarrubea M, Davies C, Faulisi F, Pierucci M, Colangeli R, Partridge L, Chambers S, Cassar D, Valentino M, Muscat R, Benigno A, Crescimanno G, Di Giovanni G. Acute nicotine induces anxiety and disrupts temporal pattern organization of rat exploratory behavior in hole-board: a potential role for the lateral habenula. Front Cell Neurosci 2015; 9:197. [PMID: 26082682 PMCID: PMC4450172 DOI: 10.3389/fncel.2015.00197] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2015] [Accepted: 05/07/2015] [Indexed: 11/21/2022] Open
Abstract
Nicotine is one of the most addictive drugs of abuse. Tobacco smoking is a major cause of many health problems, and is the first preventable cause of death worldwide. Several findings show that nicotine exerts significant aversive as well as the well-known rewarding motivational effects. Less certain is the anatomical substrate that mediates or enables nicotine aversion. Here, we show that acute nicotine induces anxiogenic-like effects in rats at the doses investigated (0.1, 0.5, and 1.0 mg/kg, i.p.), as measured by the hole-board apparatus and manifested in behaviors such as decreased rearing and head-dipping and increased grooming. No changes in locomotor behavior were observed at any of the nicotine doses given. T-pattern analysis of the behavioral outcomes revealed a drastic reduction and disruption of complex behavioral patterns induced by all three nicotine doses, with the maximum effect for 1 mg/kg. Lesion of the lateral habenula (LHb) induced hyperlocomotion and, strikingly, reversed the nicotine-induced anxiety obtained at 1 mg/kg to an anxiolytic-like effect, as shown by T-pattern analysis. We suggest that the LHb is critically involved in emotional behavior states and in nicotine-induced anxiety, most likely through modulation of monoaminergic nuclei.
Collapse
Affiliation(s)
- Maurizio Casarrubea
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section "Giuseppe Pagano", University of Palermo Palermo, Italy
| | - Caitlin Davies
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta ; School of Biosciences, Cardiff University Cardiff, UK
| | - Fabiana Faulisi
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section "Giuseppe Pagano", University of Palermo Palermo, Italy
| | - Massimo Pierucci
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Roberto Colangeli
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Lucy Partridge
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta ; School of Biosciences, Cardiff University Cardiff, UK
| | - Stephanie Chambers
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Daniel Cassar
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Mario Valentino
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Richard Muscat
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta
| | - Arcangelo Benigno
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section "Giuseppe Pagano", University of Palermo Palermo, Italy
| | - Giuseppe Crescimanno
- Laboratory of Behavioral Physiology, Department of Experimental Biomedicine and Clinical Neurosciences, Human Physiology Section "Giuseppe Pagano", University of Palermo Palermo, Italy
| | - Giuseppe Di Giovanni
- Faculty of Medicine and Surgery, Department of Physiology and Biochemistry, University of Malta Msida, Malta ; School of Biosciences, Cardiff University Cardiff, UK
| |
Collapse
|
18
|
Peters SM, Pothuizen HHJ, Spruijt BM. Ethological concepts enhance the translational value of animal models. Eur J Pharmacol 2015; 759:42-50. [PMID: 25823814 DOI: 10.1016/j.ejphar.2015.03.043] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2015] [Revised: 02/25/2015] [Accepted: 03/12/2015] [Indexed: 12/21/2022]
Abstract
The translational value of animal models is an issue of ongoing discussion. We argue that 'Refinement' of animal experiments is needed and this can be achieved by exploiting an ethological approach when setting up and conducting experiments. Ethology aims to assess the functional meaning of behavioral changes, due to experimental manipulation or treatment, in animal models. Although the use of ethological concepts is particularly important for studies involving the measurement of animal behavior (as is the case for most studies on neuro-psychiatric conditions), it will also substantially benefit other disciplines, such as those investigating the immune system or inflammatory response. Using an ethological approach also involves using more optimal testing conditions are employed that have a biological relevance to the animal. Moreover, using a more biological relevant analysis of the data will help to clarify the functional meaning of the modeled readout (e.g. whether it is psychopathological or adaptive in nature). We advocate for instance that more behavioral studies should use animals in group-housed conditions, including the recording of their ultrasonic vocalizations, because (1) social behavior is an essential feature of animal models for human 'social' psychopathologies, such as autism and schizophrenia, and (2) social conditions are indispensable conditions for appropriate behavioral studies in social species, such as the rat. Only when taking these elements into account, the validity of animal experiments and, thus, the translation value of animal models can be enhanced.
Collapse
Affiliation(s)
- Suzanne M Peters
- Faculty of Science, Utrecht University, Padualaan 8, NL-3584 CH Utrecht, The Netherlands; Delta Phenomics B.V., Nistelrooisebaan 3, NL-5374 RE Schaijk, The Netherlands.
| | - Helen H J Pothuizen
- Delta Phenomics B.V., Nistelrooisebaan 3, NL-5374 RE Schaijk, The Netherlands
| | - Berry M Spruijt
- Faculty of Science, Utrecht University, Padualaan 8, NL-3584 CH Utrecht, The Netherlands.
| |
Collapse
|
19
|
T-pattern analysis for the study of temporal structure of animal and human behavior: a comprehensive review. J Neurosci Methods 2014; 239:34-46. [PMID: 25280983 DOI: 10.1016/j.jneumeth.2014.09.024] [Citation(s) in RCA: 90] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2014] [Revised: 09/23/2014] [Accepted: 09/23/2014] [Indexed: 11/22/2022]
Abstract
A basic tenet in the realm of modern behavioral sciences is that behavior consists of patterns in time. For this reason, investigations of behavior deal with sequences that are not easily perceivable by the unaided observer. This problem calls for improved means of detection, data handling and analysis. This review focuses on the analysis of the temporal structure of behavior carried out by means of a multivariate approach known as T-pattern analysis. Using this technique, recurring sequences of behavioral events, usually hard to detect, can be unveiled and carefully described. T-pattern analysis has been successfully applied in the study of various aspects of human or animal behavior such as behavioral modifications in neuro-psychiatric diseases, route-tracing stereotypy in mice, interaction between human subjects and animal or artificial agents, hormonal-behavioral interactions, patterns of behavior associated with emesis and, in our laboratories, exploration and anxiety-related behaviors in rodents. After describing the theory and concepts of T-pattern analysis, this review will focus on the application of the analysis to the study of the temporal characteristics of behavior in different species from rodents to human beings. This work could represent a useful background for researchers who intend to employ such a refined multivariate approach to the study of behavior.
Collapse
|
20
|
Casarrubea M, Magnusson MS, Roy V, Arabo A, Sorbera F, Santangelo A, Faulisi F, Crescimanno G. Multivariate temporal pattern analysis applied to the study of rat behavior in the elevated plus maze: methodological and conceptual highlights. J Neurosci Methods 2014; 234:116-26. [PMID: 24932963 DOI: 10.1016/j.jneumeth.2014.06.009] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2013] [Revised: 06/06/2014] [Accepted: 06/09/2014] [Indexed: 11/29/2022]
Abstract
Aim of this article is to illustrate the application of a multivariate approach known as t-pattern analysis in the study of rat behavior in elevated plus maze. By means of this multivariate approach, significant relationships among behavioral events in the course of time can be described. Both quantitative and t-pattern analyses were utilized to analyze data obtained from fifteen male Wistar rats following a trial 1-trial 2 protocol. In trial 2, in comparison with the initial exposure, mean occurrences of behavioral elements performed in protected zones of the maze showed a significant increase counterbalanced by a significant decrease of mean occurrences of behavioral elements in unprotected zones. Multivariate t-pattern analysis, in trial 1, revealed the presence of 134 t-patterns of different composition. In trial 2, the temporal structure of behavior become more simple, being present only 32 different t-patterns. Behavioral strings and stripes (i.e. graphical representation of each t-pattern onset) of all t-patterns were presented both for trial 1 and trial 2 as well. Finally, percent distributions in the three zones of the maze show a clear-cut increase of t-patterns in closed arm and a significant reduction in the remaining zones. Results show that previous experience deeply modifies the temporal structure of rat behavior in the elevated plus maze. In addition, this article, by highlighting several conceptual, methodological and illustrative aspects on the utilization of t-pattern analysis, could represent a useful background to employ such a refined approach in the study of rat behavior in elevated plus maze.
Collapse
Affiliation(s)
- M Casarrubea
- Department of Experimental Biomedicine and Clinical Neurosciences (BioNeC), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy.
| | - M S Magnusson
- Human Behavior Laboratory, University of Iceland, Reykjavik, Iceland.
| | - V Roy
- PSY-NCA, EA4700, Laboratoire de Psychologie et de Neurosciences de la Cognition et de l'Affectivité, Université de Rouen, Mont-Saint-Aignan, France.
| | - A Arabo
- PSY-NCA, EA4700, Laboratoire de Psychologie et de Neurosciences de la Cognition et de l'Affectivité, Université de Rouen, Mont-Saint-Aignan, France.
| | - F Sorbera
- Department of Experimental Biomedicine and Clinical Neurosciences (BioNeC), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy.
| | - A Santangelo
- Department of Experimental Biomedicine and Clinical Neurosciences (BioNeC), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy.
| | - F Faulisi
- Department of Experimental Biomedicine and Clinical Neurosciences (BioNeC), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy.
| | - G Crescimanno
- Department of Experimental Biomedicine and Clinical Neurosciences (BioNeC), Human Physiology Section "Giuseppe Pagano", Laboratory of Behavioral Physiology, University of Palermo, Palermo, Italy.
| |
Collapse
|
21
|
Reproducibility and relevance of future behavioral sciences should benefit from a cross fertilization of past recommendations and today's technology: "Back to the future". J Neurosci Methods 2014; 234:2-12. [PMID: 24632384 DOI: 10.1016/j.jneumeth.2014.03.001] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2013] [Revised: 03/03/2014] [Accepted: 03/04/2014] [Indexed: 11/24/2022]
Abstract
Thanks to the discovery of novel technologies and sophisticated analysis tools we can now 'see' molecules, genes and even patterns of gene expression, which have resulted in major advances in many areas of biology. Recently, similar technologies have been developed for behavioral studies. However, the wide implementation of such technological progress in behavioral research remains behind, as if there are inhibiting factors for accepting and adopting available innovations. The methods of the majority of studies measuring and interpreting behavior of laboratory animals seem to have frozen in time somewhere in the last century. As an example of the so-called classical tests, we will present the history and shortcomings of one of the most frequently used tests, the open field. Similar objections and critical remarks, however, can be made with regard to the elevated plus maze, light-dark box, various other mazes, object recognition tests, etc. Possible solutions and recommendations on how progress in behavioral neuroscience can be achieved and accelerated will be discussed in the second part of this review.
Collapse
|
22
|
Horn CC, Wang H, Estival L, Meyers K, Magnusson MS. Novel dynamic measures of emetic behavior in musk shrews. Auton Neurosci 2013; 179:60-7. [PMID: 23953843 DOI: 10.1016/j.autneu.2013.07.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2013] [Revised: 07/13/2013] [Accepted: 07/18/2013] [Indexed: 11/29/2022]
Abstract
The emetic reflex occurs as a pattern of motor responses produced by a network of neurons in the hindbrain. Despite an understanding of the sequence of motor outputs that form an emetic episode (EE), the variability in the dynamics of multiple EEs across time remains a mystery. Many clinical investigations rely on once a day patient recall of total amount of vomiting, and preclinical studies frequently report only the total number of EE per unit time. The aim of the current study was to develop novel temporal measures of emetic activation in a preclinical model. Male and female musk shrews were tested with prototypical emetic stimuli: motion exposure (1 Hz), nicotine (5 mg/kg, sc), and copper sulfate (120 mg/kg, ig). New emetic measures included duration (time from first to last episode), rate, standard deviation of the inter-episode interval (SD-I), and a survival analysis of emetic latency (analyzed with Cox regression). Behavioral patterns associated with emesis were also assessed using statistical temporal pattern (T-pattern) analysis to measure nausea-like behaviors (e.g., immobility). The emetic stimuli produced different levels of total EE number, duration, rate, and SD-I. A typical antiemetic, the neurokinin 1 receptor antagonist CP-99,994, suppressed the number of EEs but was less effective for reducing the duration or prolonging the emetic latency. Overall, the current study shows the use of novel dynamic behavioral measures to more comprehensively assess emesis and the impact of therapies.
Collapse
Affiliation(s)
- Charles C Horn
- Biobehavioral Medicine in Oncology Program, Univ. Pittsburgh Cancer Institute, Pittsburgh, PA, USA; Dept. Medicine: Div. Gastroenterology, Hepatology, and Nutrition, Univ. Pittsburgh School of Medicine, Pittsburgh, PA, USA; Dept. Anesthesiology, Univ. Pittsburgh School of Medicine, Pittsburgh, PA, USA; Center for Neuroscience, Univ. Pittsburgh, Pittsburgh, PA, USA.
| | | | | | | | | |
Collapse
|
23
|
Casarrubea M, Roy V, Sorbera F, Magnusson M, Santangelo A, Arabo A, Crescimanno G. Significant divergences between the temporal structure of the behavior in Wistar and in the spontaneously more anxious DA/Han strain of rats tested in elevated plus maze. Behav Brain Res 2013; 250:166-73. [DOI: 10.1016/j.bbr.2013.05.016] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2013] [Revised: 05/07/2013] [Accepted: 05/07/2013] [Indexed: 11/26/2022]
|
24
|
Temporal structure of the rat's behavior in elevated plus maze test. Behav Brain Res 2012; 237:290-9. [PMID: 23041180 DOI: 10.1016/j.bbr.2012.09.049] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2012] [Revised: 09/24/2012] [Accepted: 09/28/2012] [Indexed: 01/02/2023]
Abstract
Aim of the research was to evaluate, by means of quantitative and multivariate temporal pattern analyses, the behavior of Wistar rat in elevated plus maze (EPM) test. On the basis of an ethogram encompassing 24 behavioral elements, quantitative results showed that 130.14 ± 8.01 behavioral elements occurred in central platform and in closed arms (protected zones), whereas 88.62 ± 6.04 occurred in open arms (unprotected zones). Percent distribution was characterized by a prevalence of sniffing, walking and vertical exploration. Analysis of minute-by-minute duration evidenced a decrease for time spent in open arms and central platform and an increase for time spent in closed arms. As to multivariate t-pattern analysis, 126 different temporal patterns were detected. Behavioral stripes, summarizing distribution of such t-patterns along time, showed that several t-patterns were not homogeneously distributed along the test observational period: t-patterns encompassing behavioral events occurring prevalently in central platform-open arms were observed during the first minutes, whereas t-patterns structured on the basis of events occurring mainly in central platform-closed arms were detected during the last minutes. Therefore, during the observation in elevated plus maze, rat's behavior undergoes significant rearrangements of its temporal features. Present research demonstrates, for the first time, the existence of complex and significantly timed behavioral sequences in the activity of Wistar rats tested in elevated plus maze. Application of t-pattern analysis can provide useful tools to characterize the behavioral dynamics of anxiety-related rodent behavior and differentiate the effect of various anxioselective substances.
Collapse
|
25
|
Sciolino NR, Holmes PV. Exercise offers anxiolytic potential: a role for stress and brain noradrenergic-galaninergic mechanisms. Neurosci Biobehav Rev 2012; 36:1965-84. [PMID: 22771334 PMCID: PMC4815919 DOI: 10.1016/j.neubiorev.2012.06.005] [Citation(s) in RCA: 79] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2012] [Revised: 05/01/2012] [Accepted: 06/10/2012] [Indexed: 12/15/2022]
Abstract
Although physical activity reduces anxiety in humans, the neural basis for this response is unclear. Rodent models are essential to understand the mechanisms that underlie the benefits of exercise. However, it is controversial whether exercise exerts anxiolytic-like potential in rodents. Evidence is reviewed to evaluate the effects of wheel running, an experimental mode of exercise in rodents, on behavior in tests of anxiety and on norepinephrine and galanin systems in neural circuits that regulate stress. Stress is proposed to account for mixed behavioral findings in this literature. Indeed, running promotes an adaptive response to stress and alters anxiety-like behaviors in a manner dependent on stress. Running amplifies galanin expression in noradrenergic locus coeruleus (LC) and suppresses stress-induced activity of the LC and norepinephrine output in LC-target regions. Thus, enhanced galanin-mediated suppression of brain norepinephrine in runners is supported by current literature as a mechanism that may contribute to the stress-protective effects of exercise. These data support the use of rodents to study the emotional and neurobiological consequences of exercise.
Collapse
Affiliation(s)
- Natale R. Sciolino
- Neuroscience Program, Biomedical and Health Sciences Institute, Department of Psychology, University of Georgia, Athens, GA 30602, United States
| | - Philip V. Holmes
- Neuroscience Program, Biomedical and Health Sciences Institute, Department of Psychology, University of Georgia, Athens, GA 30602, United States
| |
Collapse
|
26
|
The effects of diazepam on the behavioral structure of the rat's response to pain in the hot-plate test: anxiolysis vs. pain modulation. Neuropharmacology 2012; 63:310-21. [PMID: 22521500 DOI: 10.1016/j.neuropharm.2012.03.026] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2011] [Revised: 03/28/2012] [Accepted: 03/31/2012] [Indexed: 01/18/2023]
Abstract
The aim of the present study was to evaluate, by means of quantitative and multivariate analyses, the effects of diazepam on the behavioral structure of the rat's response to pain in the hot-plate test as well as whether such changes are associated with drug-induced effects on anxiety and/or nociception. To this purpose, ten groups of male Wistar rats were intraperitoneally injected with saline, diazepam (0.25, 0.5 and 2 mg/kg), FG-7142 (1, 4 and 8 mg/kg) or morphine (3, 6 and 12 mg/kg). The mean number and mean latency to first appearance were calculated for each behavioral component. In addition, multivariate cluster and adjusted residual analyses based on the elaboration of transition matrices were performed. Three main behavioral categories were identified: exploratory (walking, sniffing), primary noxious-evoked (hind paw licking, front paw licking, shaking/stamping) and escape (climbing, jumping). Although no significant modifications in the latencies of the primary noxious-evoked components were induced by treatment with diazepam or FG-7142, significant effects were provoked by morphine treatment. Multivariate analyses showed that diazepam-induced anxiolysis redirected the rat's behavior toward a more purposeful and effective escape strategy. In contrast, the high level of anxiety induced by FG-7142 caused the behavioral structure to become disorganized and not purposefully oriented. Changes in the organization of behavioral components were observed in morphine-treated animals and mainly consisted of modifications in the primary noxious-evoked and escape components. The findings suggest that the effects of diazepam on the structure of the rat's response to pain in the hot-plate test are more likely attributable to anxiolysis than pain modulation.
Collapse
|
27
|
De Jesús-Burgos M, Torres-Llenza V, Pérez-Acevedo NL. Activation of amygdalar metabotropic glutamate receptors modulates anxiety, and risk assessment behaviors in ovariectomized estradiol-treated female rats. Pharmacol Biochem Behav 2012; 101:369-78. [PMID: 22326382 DOI: 10.1016/j.pbb.2012.01.016] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2011] [Revised: 01/13/2012] [Accepted: 01/18/2012] [Indexed: 12/23/2022]
Abstract
Anxiety disorders are more prevalent in females than males. The underlying reasons for this gender difference are unknown. Metabotropic glutamate receptors (mGluRs) have been linked to anxiety and it has been shown that interaction between estrogen receptors and mGluRs modulate sexual receptivity in rats. We investigated the role of mGluRs in anxiety-related behaviors in ovariectomized female rats with (OVX+EB) or without (OVX) estradiol implants. We centrally infused (s)-3,5-dihydroxyphenylglycine (DHPG), a group I mGluR agonist, into the basolateral amygdala (BLA) of OVX+EB and OVX rats at 0.1 and 1.0 μM. Male rats that normally have low estradiol levels were used to compare with OVX rats. Generalized anxiety, explorative activity and detection and analysis of threat were analyzed in the elevated plus maze (EPM) and risk assessment behaviors (RABs). DHPG (1.0 μM) increased the percentage of time spent in- and entries into- the open arms in OVX+EB, but not in OVX or male rats. Flat-back approaches and stretch-attend postures, two RABs, were significantly reduced by DHPG (0.1 and 1.0 μM) in OVX+EB rats only. DHPG did not modulate rearing and freezing, behaviors related to exploration and fear-like behavior, respectively. However, DHPG (1.0 μM) increased head dipping and decreased grooming behaviors in OVX rats, suggesting a weak explorative modulation. The effects of DHPG observed in OVX+EB, were blocked by 50 μM of (RS)-1-aminoindan-1,5-dicarboxylic acid (AIDA), a mGluR1 antagonist. AIDA and/or estradiol did not modulate anxiety and or RABs. Our results show that intra-BLA infusion of DHPG exerts an anxiolytic-like effect in OVX+EB, but not in OVX or male rats. This effect seems to depend upon mGluR1 subtype activation. Our findings led us to suggest that the effects observed in OVX+EB rats might be due to an interaction at the membrane level of estrogen receptors with mGlu1 within the BLA.
Collapse
Affiliation(s)
- María De Jesús-Burgos
- Department of Anatomy and Neurobiology, School of Medicine, UPR-MSC, PO Box 365067, San Juan, PR 00936-5067, USA
| | | | | |
Collapse
|
28
|
Casarrubea M, Sorbera F, Santangelo A, Crescimanno G. Learning influence on the behavioral structure of rat response to pain in hot-plate. Behav Brain Res 2011; 225:177-83. [DOI: 10.1016/j.bbr.2011.07.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Revised: 07/04/2011] [Accepted: 07/05/2011] [Indexed: 10/17/2022]
|
29
|
Horn CC, Henry S, Meyers K, Magnusson MS. Behavioral patterns associated with chemotherapy-induced emesis: a potential signature for nausea in musk shrews. Front Neurosci 2011; 5:88. [PMID: 21808604 PMCID: PMC3139242 DOI: 10.3389/fnins.2011.00088] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2011] [Accepted: 06/25/2011] [Indexed: 02/05/2023] Open
Abstract
Nausea and vomiting are common symptoms in patients with many diseases, including cancer and its treatments. Although the neurological basis of vomiting is reasonably well known, an understanding of the physiology of nausea is lacking. The primary barrier to mechanistic research on the nausea system is the lack of an animal model. Indeed investigating the effects of anti-nausea drugs in pre-clinical models is difficult because the primary readout is often emesis. It is known that animals show a behavioral profile of sickness, associated with reduced feeding and movement, and possibly these general measures are signs of nausea. Studies attempting to relate the occurrence of additional behaviors to emesis have produced mixed results. Here we applied a statistical method, temporal pattern (t-pattern) analysis, to determine patterns of behavior associated with emesis. Musk shrews were injected with the chemotherapy agent cisplatin (a gold standard in emesis research) to induce acute (<24 h) and delayed (>24 h) emesis. Emesis and other behaviors were coded and tracked from video files. T-pattern analysis revealed hundreds of non-random patterns of behavior associated with emesis, including sniffing, changes in body contraction, and locomotion. There was little evidence that locomotion was inhibited by the occurrence of emesis. Eating, drinking, and other larger body movements including rearing, grooming, and body rotation, were significantly less common in emesis-related behavioral patterns in real versus randomized data. These results lend preliminary evidence for the expression of emesis-related behavioral patterns, including reduced ingestive behavior, grooming, and exploratory behaviors. In summary, this statistical approach to behavioral analysis in a pre-clinical emesis research model could be used to assess the more global effects and limitations of drugs used to control nausea and its potential correlates, including reduced feeding and activity levels.
Collapse
Affiliation(s)
- Charles C Horn
- Biobehavioral Medicine in Oncology Program, University of Pittsburgh Cancer Institute Pittsburgh, PA, USA
| | | | | | | |
Collapse
|