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A schizophrenia-like behavioral trait in the SHR model: Applying confirmatory factor analysis as a new statistical
Fernanda Fiel Peres1, Raí Álvares Eufrásio2, Douglas Albuquerque Gouvêa2
1Department of Pharmacology, Federal University of São Paulo, São Paulo, Brazil; LiNC, Interdisciplinary Laboratory of Clinical Neurosciences, Department of Psychiatry and Medical Psychology, Federal University of São Paulo, São Paulo, Brazil; National Institute for Translational Medicine, INCT-TM, CNPq, FAPESP, CAPES, Ribeirão Preto, Brazil.
This study used confirmatory factor analysis (CFA) to identify a schizophrenia-like behavioral trait in Spontaneously Hypertensive Rats (SHRs). Findings suggest CFA can bridge the gap between animal models and human psychiatric studies.
Area of Science:
- Neuroscience
- Psychiatry
- Animal Behavior
Background:
- Schizophrenia symptom assessment in humans relies on validated questionnaires, often employing confirmatory factor analysis (CFA).
- Animal models are crucial for studying schizophrenia, but a single behavioral paradigm doesn't capture the full phenotype.
- The Spontaneously Hypertensive Rat (SHR) strain exhibits altered behaviors relevant to schizophrenia.
Purpose of the Study:
- To investigate the existence of a unifying behavioral trait related to schizophrenia in the SHR rat model.
- To determine if five specific behavioral tasks (locomotor activity, rearing, social interaction, prepulse inhibition, contextual fear conditioning) are underpinned by a common factor.
Main Methods:
- Confirmatory Factor Analysis (CFA) was applied to behavioral data from Wistar and SHR rats (n=290 each).
- Five behavioral tasks known to be altered in SHRs and relevant to schizophrenia were analyzed.
Main Results:
- CFA confirmed the existence of a continuous, schizophrenia-like behavioral trait in both Wistar and SHR rats.
- SHR rats exhibited significantly higher values of this trait compared to Wistar rats.
Conclusions:
- This study provides the first evidence of a schizophrenia-like trait in an animal model using CFA.
- Utilizing CFA for behavioral parameter evaluation in animals may enhance pre-clinical research for psychiatric disorders.
- This approach could help reduce the translational gap between animal studies and human clinical observations in schizophrenia research.
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