RESUMEN
The basal activity of the hypothalamic-pituitary-adrenal axis is highly dynamic and is characterized by both circadian and ultradian (pulsatile) patterns of hormone secretion. Pulsatility of glucocorticoids has been determined to be critical for optimal transcriptional, neuroendocrine, and behavioral responses. We used an animal model of post-traumatic stress disorder (PTSD) to assess whether stress-induced impairment of behavioral responses is correlated with aberrant secretion of corticosterone. Serial blood samples were collected manually via the jugular vein cannula during the light-(inactive)-phase in conscious male rats at 20-min intervals for a period of 5h before and 6.5h after exposure to predator scent stress. The outcome measures included behavior in an elevated plus-maze and acoustic startle response 7days after exposure. Individual animals were retrospectively classified as having "extreme", "partial", or "minimal" behavioral responses according to pre-set cut-off criteria for behavioral response patterns. Corticosterone secretion patterns were analyzed retrospectively. Under basal conditions, the amplitude of ultradian oscillations of corticosterone levels, rather than the mean corticosterone level or the frequency of corticosterone pulsatility, was significantly reduced in individuals who displayed PTSD-phenotype 8days later. In addition, extreme disruption of behavior on day 8 post-exposure was also characterized by a blunting of corticosterone response to the stressor. Animals with behavior that was only partially affected or unaffected displayed none of the above changes. Blunted basal corticosterone pulse amplitude is a pre-existing susceptibility or risk factor for PTSD, which originates from prior (life) experiences and may therefore predict post-exposure PTSD-phenotype in rats.
Asunto(s)
Corticosterona/fisiología , Trastornos por Estrés Postraumático/fisiopatología , Estimulación Acústica , Animales , Biomarcadores/sangre , Corticosterona/sangre , Corticosterona/metabolismo , Modelos Animales de Enfermedad , Susceptibilidad a Enfermedades/fisiopatología , Glucocorticoides/análisis , Glucocorticoides/sangre , Sistema Hipotálamo-Hipofisario/fisiopatología , Masculino , Aprendizaje por Laberinto , Fenotipo , Sistema Hipófiso-Suprarrenal/fisiopatología , Ratas , Ratas Sprague-Dawley , Reflejo de Sobresalto/fisiología , Estrés Psicológico/fisiopatología , Ritmo Ultradiano/fisiologíaRESUMEN
The intense focus in the clinical literature on the mental and neurocognitive sequelae of explosive blast-wave exposure, especially when comorbid with post-traumatic stress-related disorders (PTSD) is justified, and warrants the design of translationally valid animal studies to provide valid complementary basic data. We employed a controlled experimental blast-wave paradigm in which unanesthetized animals were exposed to visual, auditory, olfactory, and tactile effects of an explosive blast-wave produced by exploding a thin copper wire. By combining cognitive-behavioral paradigms and ex vivo brain MRI to assess mild traumatic brain injury (mTBI) phenotype with a validated behavioral model for PTSD, complemented by morphological assessments, this study sought to examine our ability to evaluate the biobehavioral effects of low-intensity blast overpressure on rats, in a translationally valid manner. There were no significant differences between blast- and sham-exposed rats on motor coordination and strength, or sensory function. Whereas most male rats exposed to the blast-wave displayed normal behavioral and cognitive responses, 23.6% of the rats displayed a significant retardation of spatial learning acquisition, fulfilling criteria for mTBI-like responses. In addition, 5.4% of the blast-exposed animals displayed an extreme response in the behavioral tasks used to define PTSD-like criteria, whereas 10.9% of the rats developed both long-lasting and progressively worsening behavioral and cognitive "symptoms," suggesting comorbid PTSD-mTBI-like behavioral and cognitive response patterns. Neither group displayed changes on MRI. Exposure to experimental blast-wave elicited distinct behavioral and morphological responses modelling mTBI-like, PTSD-like, and comorbid mTBI-PTSD-like responses. This experimental animal model can be a useful tool for elucidating neurobiological mechanisms underlying the effects of blast-wave-induced mTBI and PTSD and comorbid mTBI-PTSD.
Asunto(s)
Traumatismos por Explosión/diagnóstico por imagen , Conmoción Encefálica/diagnóstico por imagen , Modelos Animales de Enfermedad , Trastornos por Estrés Postraumático/diagnóstico por imagen , Animales , Ansiedad/diagnóstico por imagen , Ansiedad/etiología , Ansiedad/psicología , Traumatismos por Explosión/complicaciones , Traumatismos por Explosión/psicología , Conmoción Encefálica/complicaciones , Conmoción Encefálica/psicología , Comorbilidad , Masculino , Aprendizaje por Laberinto/fisiología , Presión/efectos adversos , Distribución Aleatoria , Ratas , Ratas Sprague-Dawley , Trastornos por Estrés Postraumático/etiología , Trastornos por Estrés Postraumático/psicologíaRESUMEN
It is unclear whether the poor autonomic flexibility or dysregulation observed in patients with posttraumatic stress disorder (PTSD) represents a pre-trauma vulnerability factor or results from exposure to trauma. We used an animal model of PTSD to assess the association between the behavioral response to predator scent stress (PSS) and the cardiac autonomic modulation in male and female rats. The rats were surgically implanted with radiotelemetry devices to measure their electrocardiograms and locomotor activity (LMA). Following baseline telemetric monitoring, the animals were exposed to PSS or sham-PSS. Continuous telemetric monitoring (24h/day sampling) was performed over the course of 7days. The electrocardiographic recordings were analyzed using the time- and frequency-domain indexes of heart rate variability (HRV). The behavioral response patterns were assessed using the elevated plus maze and acoustic startle response paradigms for the retrospective classification of individuals according to the PTSD-related cut-off behavioral criteria. During resting conditions, the male rats had significantly higher heart rates (HR) and lower HRV parameters than the female rats during both the active and inactive phases of the daily cycle. Immediately after PSS exposure, both the female and male rats demonstrated a robust increase in HR and a marked drop in HRV parameters, with a shift of sympathovagal balance towards sympathetic predominance. In both sexes, autonomic system habituation and recovery were selectively inhibited in the rats whose behavior was extremely disrupted after exposure to PSS. However, in the female rats, exposure to the PSS produced fewer EBR rats, with a more rapid recovery curve than that of the male rats. PSS did not induce changes to the circadian rhythm of the LMA. According to our results, PTSD can be conceptualized as a disorder that is related to failure-of-recovery mechanisms that impede the restitution of physiological homeostasis.
Asunto(s)
Enfermedades del Sistema Nervioso Autónomo/etiología , Caracteres Sexuales , Trastornos por Estrés Postraumático/complicaciones , Estrés Psicológico/fisiopatología , Estimulación Acústica , Análisis de Varianza , Animales , Modelos Animales de Enfermedad , Electrocardiografía , Femenino , Frecuencia Cardíaca/fisiología , Masculino , Aprendizaje por Laberinto , Ratas , Ratas Sprague-Dawley , Reflejo de Sobresalto/fisiología , TelemetríaRESUMEN
Animal behavioral studies have commonly regarded the entire group of animals subjected to the study conditions as homogeneous, disregarding individual differences in response patterns. The following discussion will focus on a method of analyzing data that aims to model clinical diagnostic criteria applied to individual patterns of response using data from behavioral measures, and employing cut-off scores to distinguish between extremes of response versus non-response and the sizeable proportion of study subjects in-between them. This protocol unit will present the concept of the model and its background, provide detailed protocols for each of its components, and present a selection of studies employing and examining the model, alongside the underlying translational rationale of each.
Asunto(s)
Modelos Animales de Enfermedad , Trastornos por Estrés Postraumático , Estimulación Acústica , Animales , Investigación Biomédica , Señales (Psicología) , Conducta Exploratoria , Femenino , Masculino , Aprendizaje por Laberinto , Ratones , Ratas , Reflejo de Sobresalto/fisiología , Trastornos por Estrés Postraumático/fisiopatologíaRESUMEN
Reliable evidence supports the role of sleep in learning and memory processes. In rodents, sleep deprivation (SD) negatively affects consolidation of hippocampus-dependent memories. As memory is integral to post-traumatic stress symptoms, the effects of post-exposure SD on various aspect of the response to stress in a controlled, prospective animal model of post-traumatic stress disorder (PTSD) were evaluated. Rats were deprived of sleep for 6 h throughout the first resting phase after predator scent stress exposure. Behaviors in the elevated plus-maze and acoustic startle response tests were assessed 7 days later, and served for classification into behavioral response groups. Freezing response to a trauma reminder was assessed on day 8. Urine samples were collected daily for corticosterone levels, and heart rate (HR) was also measured. Finally, the impact of manipulating the hypothalamus-pituitary-adrenal axis and adrenergic activity before SD was assessed. Mifepristone (MIFE) and epinephrine (EPI) were administered systemically 10-min post-stress exposure and behavioral responses and response to trauma reminder were measured on days 7-8. Hippocampal expression of glucocorticoid receptors (GRs) and morphological assessment of arborization and dendritic spines were subsequently evaluated. Post-exposure SD effectively ameliorated long-term, stress-induced, PTSD-like behavioral disruptions, reduced trauma reminder freezing responses, and decreased hippocampal expression of GR compared with exposed-untreated controls. Although urine corticosterone levels were significantly elevated 1 h after SD and the HR was attenuated, antagonizing GRs with MIFE or stimulation of adrenergic activity with EPI effectively abolished the effect of SD. MIFE- and EPI-treated animals clearly demonstrated significantly lower total dendritic length, fewer branches and lower spine density along dentate gyrus dendrites with increased levels of GR expression 8 days after exposure, as compared with exposed-SD animals. Intentional prevention of sleep in the early aftermath of stress exposure may well be beneficial in attenuating traumatic stress-related sequelae. Post-exposure SD may disrupt the consolidation of aversive or fearful memories by facilitating correctly timed interactions between glucocorticoid and adrenergic systems.
Asunto(s)
Agonistas Adrenérgicos/uso terapéutico , Epinefrina/uso terapéutico , Antagonistas de Hormonas/uso terapéutico , Mifepristona/uso terapéutico , Privación de Sueño/fisiopatología , Trastornos por Estrés Postraumático/prevención & control , Estimulación Acústica/efectos adversos , Agonistas Adrenérgicos/farmacología , Análisis de Varianza , Animales , Corticosterona/orina , Dendritas/efectos de los fármacos , Dendritas/metabolismo , Dendritas/ultraestructura , Modelos Animales de Enfermedad , Electrocardiografía , Reacción Cataléptica de Congelación/efectos de los fármacos , Reacción Cataléptica de Congelación/fisiología , Regulación de la Expresión Génica/efectos de los fármacos , Frecuencia Cardíaca/efectos de los fármacos , Hipocampo/efectos de los fármacos , Hipocampo/metabolismo , Hipocampo/ultraestructura , Antagonistas de Hormonas/farmacología , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Mifepristona/farmacología , Neuronas/efectos de los fármacos , Neuronas/metabolismo , Neuronas/ultraestructura , Ratas , Ratas Sprague-Dawley , Receptores de Glucocorticoides/metabolismo , Reflejo de Sobresalto/efectos de los fármacos , Reflejo de Sobresalto/fisiología , Tinción con Nitrato de Plata , Trastornos por Estrés Postraumático/fisiopatología , Telemetría , Factores de TiempoRESUMEN
High-dose corticosteroids have been reported to reduce symptoms of acute stress and post-traumatic stress in polytrauma patients and in animal studies. The underlying mechanism of action remains largely unclear. These issues were addressed in parallel in the clinical and preclinical studies below. In this preliminary study, 25 patients with acute stress symptoms were administered a single intravenous bolus of high-dose hydrocortisone (100-140 mg) or placebo within 6 h of a traumatic event in a prospective, randomized, double-blind, placebo-controlled pilot study. Early single high-dose hydrocortisone intervention attenuated the core symptoms of both the acute stress and of subsequent PTSD in patients. High-dose hydrocortisone treatment given in the first few hours after a traumatic experience was associated with significant favorable changes in the trajectory of exposure to trauma, as expressed by the reduced risk of the development of PTSD post-trauma. In parallel, a comparative study of morphological arborization in dentate gyrus and its modulating molecules was performed in stress-exposed animals treated with high-dose hydrocortisone. Steroid-treated stressed animals displayed significantly increased dendritic growth and spine density, with increased levels of brain-derived neurotrophic factor (BDNF) and obtunded postsynaptic density-95 (PSD-95) levels. The animal study provided insights into the potential mechanism of this intervention, as it identified relevant morphological and biochemical associations to the clinical observations. Thus, evidence from clinical and animal studies suggests that there is a "window of opportunity" in the early aftermath of trauma to help those who are vulnerable to the development of chronic PTSD.
Asunto(s)
Antiinflamatorios/uso terapéutico , Hidrocortisona/uso terapéutico , Trastornos por Estrés Postraumático/prevención & control , Heridas y Lesiones/tratamiento farmacológico , Estimulación Acústica , Adulto , Análisis de Varianza , Animales , Ansiedad/tratamiento farmacológico , Ansiedad/etiología , Encéfalo/patología , Factor Neurotrófico Derivado del Encéfalo/metabolismo , Espinas Dendríticas/patología , Espinas Dendríticas/ultraestructura , Modelos Animales de Enfermedad , Homólogo 4 de la Proteína Discs Large , Relación Dosis-Respuesta a Droga , Método Doble Ciego , Femenino , Estudios de Seguimiento , Regulación de la Expresión Génica/efectos de los fármacos , Humanos , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Proteínas de la Membrana/metabolismo , Persona de Mediana Edad , Neuronas/patología , Neuronas/ultraestructura , Dimensión del Dolor , Ratas , Ratas Sprague-Dawley , Reflejo de Sobresalto/efectos de los fármacos , Tinción con Nitrato de Plata , Trastornos por Estrés Postraumático/etiología , Estrés Psicológico/tratamiento farmacológico , Estrés Psicológico/patología , Factores de Tiempo , Índices de Gravedad del Trauma , Resultado del Tratamiento , Heridas y Lesiones/complicaciones , Heridas y Lesiones/patología , Adulto JovenRESUMEN
BACKGROUND: In light of clinical reports suggesting that early benzodiazepine administration interferes with long-term recovery from traumatic stress, a prospective animal model for PTSD was employed to assess the short- and long-term effects of a brief course of alprazolam following stress exposure. METHOD: Animals exposed to stress were treated either 1 h or 7 days later with alprazolam or vehicle for 3-days. Outcome measures included behavior in the elevated plus-maze (EPM) and acoustic startle response (ASR) tests 30 days after initial exposure and freezing behavior upon exposure to a trauma-cue on day 31. One group was repeatedly exposed to the triggering trauma shortly before and after treatment and assessed as above. Circulating corticosterone levels were assessed 4 h after initiation of alprazolam and post-treatment. Pre-set cut-off behavioral criteria classified exposed animals according to their EPM and ASR response-patterns into 'extreme', 'minimal,' or 'partial' behavioral response for analysis of prevalence rates. RESULTS: Immediate alprazolam treatment was effective in alleviating anxiety at day 4. No observable anxiolytic effects remained at day 30. Immediate alprazolam also resulted in significantly greater freezing response to trauma-cue exposure and in extreme responses to double-exposure. Corticosterone levels were significantly suppressed by alprazolam during treatment and rebounded after cessation. CONCLUSION: A brief course of alprazolam in the immediate aftermath of stress-exposure is associated with less favorable responses to additional stress-exposure later on. Alprazolam was associated with a significant attenuation of the HPA-response, suggesting a possible link between initial HPA-axis response disruption and the subsequent unfavorable outcomes.
Asunto(s)
Alprazolam/administración & dosificación , Ansiolíticos/administración & dosificación , Corticosterona/sangre , Trastornos por Estrés Postraumático/sangre , Trastornos por Estrés Postraumático/tratamiento farmacológico , Estimulación Acústica/efectos adversos , Análisis de Varianza , Animales , Conducta Animal/efectos de los fármacos , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Reacción Cataléptica de Congelación/efectos de los fármacos , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Ratas , Ratas Sprague-Dawley , Tiempo de Reacción/efectos de los fármacos , Reflejo de Sobresalto/efectos de los fármacos , Índice de Severidad de la Enfermedad , Factores de TiempoRESUMEN
BACKGROUND: The therapeutic value of corticosteroids in the aftermath of traumatic experience has been questioned. We used an animal model of posttraumatic stress disorder (PTSD) to assess long-term behavioral effects of a single administration of various doses of corticosterone (CORT), administered immediately after exposure to psychogenic stress. METHODS: Animals were exposed to predator scent stress and treated 1 hour later with various doses of CORT or saline. The outcome measures included behavior in an elevated plus-maze (EPM) and acoustic startle response (ASR) 30 days after the initial exposure and freezing behavior upon exposure to a trauma-related cue on day 31. Pre-set cut-off behavioral criteria (CBC) classified exposed animals according to behavioral responses in EPM and ASR paradigms as those with "extreme behavioral response," "minimal behavioral response," or "intermediate response." Non-spatial memory task and 24-hour locomotor activity were assessed immediately after injection with CORT or vehicle. RESULTS: Early treatment with high-dose CORT reduced the prevalence of PTSD-like behavioral responses relative to saline-control treatment. Cue-induced freezing was significantly lower in the high-dose CORT-treated group. Lower doses of CORT significantly increased anxiety-like behavior, mean startle amplitude, and prevalence of PTSD-like behavioral disruptions, compared with saline-control treatment. The attenuated cue-responsiveness and impaired performance on a memory task imply that one key factor in this effect is the disruption of traumatic memory consolidation. CONCLUSIONS: Single treatment with high-dose CORT immediately after stressful exposure reduces the prevalence rate of extreme behavioral disruption 30 days later. Corticosterone might disrupt the consolidation of aversive or fearful memories.
Asunto(s)
Corticosterona/sangre , Reflejo de Sobresalto/fisiología , Trastornos por Estrés Postraumático/prevención & control , Estrés Psicológico/complicaciones , Estimulación Acústica , Animales , Gatos , Corticosterona/administración & dosificación , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Esquema de Medicación , Masculino , Ratas , Ratas Sprague-Dawley , Reflejo de Sobresalto/efectos de los fármacos , Trastornos por Estrés Postraumático/sangre , Trastornos por Estrés Postraumático/etiología , Estrés Psicológico/sangre , Factores de TiempoRESUMEN
BACKGROUND: The short- and long-term behavioral effects of a brief course of pregabalin, an antiepileptic structural analogue of alpha-aminobyturic acid with analgesic and anxiolytic effects, were assessed in an animal model of post-traumatic stress disorder (PTSD). METHOD: Two-hundred thirty-three adult male Sprague-Dawley rats were employed. Behavioral responses to traumatic stress exposure (predator urine scent) were assessed immediately after (1 h) and 30 days after treatment with saline or pregabalin (at doses of 30, 100 and 300 mg/kg) in terms of behavior in the elevated plus maze (EPM) and the acoustic startle response (ASR) paradigms. At day 31 the freezing response to a trauma cue (clean cat litter) was assessed. The same treatment regimen initiated at day 7 was assessed at day 30 and in response to the trauma cue on day 31 in a separate experiment. RESULTS: In the short term, doses of 100 mg/kg and 300 mg/kg of pregabalin effectively attenuated anxiety-like behaviors. In the longer-term, pregabalin did not attenuate the onset of PTSD-like behaviors or the prevalence rates of severe cue-responses, for either the immediate or the delayed treatment regimens. CONCLUSION: Pregabalin may present an alternative compound for acute anxiolytic treatment after exposure to trauma, but has no long-term protective/preventive effects.
Asunto(s)
Anticonvulsivantes/uso terapéutico , Ansiedad/tratamiento farmacológico , Ansiedad/etiología , Trastornos por Estrés Postraumático/complicaciones , Trastornos por Estrés Postraumático/tratamiento farmacológico , Ácido gamma-Aminobutírico/análogos & derivados , Estimulación Acústica/efectos adversos , Análisis de Varianza , Animales , Conducta Animal/efectos de los fármacos , Señales (Psicología) , Modelos Animales de Enfermedad , Relación Dosis-Respuesta a Droga , Procesamiento Automatizado de Datos , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Pregabalina , Ratas , Ratas Sprague-Dawley , Reflejo Acústico/efectos de los fármacos , Factores de Tiempo , Ácido gamma-Aminobutírico/uso terapéuticoRESUMEN
Clinical studies of twin pairs and families of post-traumatic stress disorder (PTSD) patients raise questions as to possible genetic predisposition to PTSD. Studies using isogenic animal populations exposed to a stress paradigm could elucidate the relative contributions of genotype and environment to endophenotypic expression. The prevalence of individuals displaying severely compromised behavioural responses to predator scent stress (PSS) was assessed in six inbred strains of mice in an animal model of PTSD that classifies individuals into groups according to the degree of their behavioural response. The choice of strains was based on the frequent use of these mice in transgenic research. The prevalence of extreme behavioural response in the elevated plus maze and the acoustic startle response paradigms, performed in sequence, was assessed at baseline and 7 d after PSS exposure between and within strains, and compared to differences in circulating corticosterone levels. Narrow-sense trait heritability was determined by comparing the between-strain variance to the total variance. Although strain-specific differences in anxiety-like behaviours were demonstrated, the results revealed a significant degree of individual variability in response patterns within each of the inbred strains, yielding a baseline heritability factor for anxiety-like behaviours of 30%, but only 10% for response to stress exposure. Baseline anxiety-like behaviours were found not to be predictive of post-exposure behavioural responses. The response of the individual to stress is multifactorial and environmental factors play a predominant role in characterizing the individual response to stress exposure, although there are significant genetic underpinnings.
Asunto(s)
Conducta Animal/fisiología , Predisposición Genética a la Enfermedad/genética , Fenotipo , Trastornos por Estrés Postraumático/genética , Trastornos por Estrés Postraumático/fisiopatología , Estimulación Acústica/métodos , Análisis de Varianza , Animales , Ansiedad/etiología , Ansiedad/genética , Ansiedad/psicología , Análisis por Conglomerados , Corticosterona/sangre , Modelos Animales de Enfermedad , Lógica Difusa , Masculino , Aprendizaje por Laberinto , Ratones , Ratones Endogámicos , Odorantes , Reflejo Acústico/genética , Reproducibilidad de los Resultados , Trastornos por Estrés Postraumático/sangre , Factores de TiempoRESUMEN
Brain-derived neurotrophic factor (BDNF) and its intracellular kinase-activating receptor TrkB, have been implicated in the neurobiological mechanisms underlying the clinical manifestations of PTSD, especially those related to synaptic efficacy and neural plasticity. BDNF interacts with components of the stress response such as corticosterone, and plays an important role in growth, maintenance and functioning of several neuronal systems. This study employed an animal model of PTSD to investigate the relationship between prevalence rates of distinct patterns of behavioural responses to predator stress, circulating levels of corticosterone and local levels of mRNA for BDNF, TrkB and two other neurotrophic factors in selected brain areas. Animals whose behaviour was extremely disrupted by exposure selectively displayed significant down-regulation of mRNA for BDNF and up-regulation of TrkB mRNA in the CA1 subregion of the hippocampus, compared to animals whose behaviour was minimally or partially affected and to unexposed controls. The response was consistent throughout the entire study only in CA1. The consistent long-term the BDNF down-regulation and TrkB up-regulation associated with extreme behavioural compromise may be associated with chronic stress-induced psychopathological processes, especially in the hippocampus. The corresponding changes in neural plasticity and synaptic functioning may mediate clinical manifestations of PTSD.
Asunto(s)
Conducta Animal/efectos de los fármacos , Factor Neurotrófico Derivado del Encéfalo/fisiología , Hipocampo/metabolismo , Trastornos por Estrés Postraumático/psicología , Estimulación Acústica , Animales , Ansiedad/psicología , Western Blotting , Química Encefálica/efectos de los fármacos , Factor Neurotrófico Derivado del Encéfalo/biosíntesis , Factor Neurotrófico Derivado del Encéfalo/genética , Corticosterona/sangre , Cartilla de ADN , Regulación hacia Abajo/efectos de los fármacos , Hipocampo/efectos de los fármacos , Masculino , Factor de Crecimiento Nervioso/metabolismo , Plasticidad Neuronal/efectos de los fármacos , Neurotrofina 3/metabolismo , Corteza Prefrontal/efectos de los fármacos , Corteza Prefrontal/metabolismo , ARN Mensajero/biosíntesis , ARN Mensajero/genética , Ratas , Ratas Sprague-Dawley , Receptor trkB/metabolismo , Reflejo de Sobresalto/efectos de los fármacosRESUMEN
BACKGROUND: Unsupervised fuzzy clustering (UFC) analysis is a mathematical technique that groups together objects in the multidimensional feature space according to a specified similarity measurement, thereby yielding clusters of similar data points that can be represented by a set of prototypes or centroids. METHODS: Since clinical studies of mental disorders distinguish between affected and unaffected individuals, we designed an inclusion/exclusion criteria (cutoff behavioral criteria [CBC]) approach for animal behavioral studies. The effect of classifying the study population into clearly affected versus clearly unaffected individuals according to behaviors on two behavioral paradigms was statistically significant. RESULTS: Here the raw data from previous studies were subjected to UFC algorithms as a means of objectively testing the validity of the concept of the CBC for our experimental model. The first UFC algorithm yielded two clearly discrete clusters, found to consist almost exclusively of the exposed animals in the one and unexposed animals in the other. The second algorithm yielded three clusters corresponding to animals designated as clearly affected, partially affected, and clearly unaffected. The algorithm for physiological data in addition to behavioral data failed to elicit discrete clusters. CONCLUSIONS: The UFC analysis yielded data that support the conceptual contention of the CBC and lends additional validity to our previous behavioral studies.
Asunto(s)
Conducta Animal/fisiología , Análisis por Conglomerados , Lógica Difusa , Trastornos por Estrés Postraumático/fisiopatología , Estimulación Acústica/métodos , Análisis de Varianza , Animales , Modelos Animales de Enfermedad , Masculino , Aprendizaje por Laberinto/fisiología , Ratas , Ratas Sprague-Dawley , Valores de Referencia , Reflejo de Sobresalto/fisiología , Factores de TiempoRESUMEN
Post-traumatic stress disorder (PTSD) affects about 20-30% of exposed individuals. Clinical studies of PTSD generally employ stringent criteria for inclusion in study populations, and yet in animal studies the data collection and analysis are generally expressed as a function of exposed vs nonexposed populations, regardless of individual variation in response. Prior data support an approach to animal models analogous to inclusion criteria in clinical studies. This series of studies sought to assess prevalence rates of maladaptive vs adaptive responses determined according to a more stringent approach to the concept of inclusion/exclusion criteria (cutoff behavioral criteria-CBC), consisting of two successive behavioral tests (elevated plus maze and acoustic startle response tests). The rats were exposed to stressors in two different paradigms; exposure to a predator and underwater trauma. The prevalence rates of maladaptive responses to stress in these two distinct models dropped over time from 90% in the acute phase to 25% enduring/maladaptive response at 7 days, to remain constant over 30 days. As setting the affected individuals apart from the unaffected approximates clinical studies, it might also help to clarify some of the pending issues in PTSD research.