Evidence map›Paper›PMID 38678053›Full record

ArticleScientific reports2024

Multidimensional behavioral profiles associated with resilience and susceptibility after inescapable stress.

Benedito Alves de Oliveira-Júnior, Danilo Benette Marques, Matheus Teixeira Rossignoli, Tamiris Prizon, João Pereira Leite, Rafael Naime Ruggiero

Abstract read
In one paragraph

Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Benedito Alves de Oliveira-JúniorDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil. benedito.oliveira@usp.br.
Danilo Benette MarquesDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Matheus Teixeira RossignoliDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Tamiris PrizonDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
João Pereira LeiteDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil.
Rafael Naime RuggieroDepartment of Neuroscience and Behavioral Sciences, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, São Paulo, Brazil. rafaruggiero@gmail.com.

Funding

Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq 164165/2018-5Conselho Nacional de Desenvolvimento Científico e Tecnológico - CNPq 305104/2020-9Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES 88882.328283/2019-01Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES 88887.469138/2019-00Fundação de Amparo à Pesquisa do Estado de São Paulo - FAPESP 2016/17882-4Fundação de Amparo à Pesquisa do Estado de São Paulo - FAPESP 2018/02303-4Fundação de Amparo à Pesquisa do Estado de São Paulo - FAPESP 2020/01510-6Fundação de Amparo à Pesquisa do Estado de São Paulo - FAPESP 2022/16812-3
6 · The paper itself

Abstract

Clinical depression is characterized by multiple concurrent symptoms, manifesting as a complex heterogeneous condition. Although some well-established classical behavioral assessments are widespread in rodent models, it remains uncertain whether rats also display stress-induced depression-related phenotypes in a multidimensional manner, i.e., simultaneous alterations in multiple behavioral tests. Here, we investigated multivariate patterns and profiles of depression-related behavioral traits in male Wistar rats subjected to inescapable footshocks (IS) or no-shocks (NS), followed by a comprehensive battery of behavioral tests and ethological characterization. We observed generalized stronger intra-test but weaker inter-test correlations. However, feature clustering of behavioral measures successfully delineated variables linked to resilience and susceptibility to stress. Accordingly, a noteworthy covariation pattern emerged, characterized by increased open field locomotion, reduced time in the elevated plus maze open arms, lower sucrose preference, and increased shuttle box escape failures that consistently differentiated IS from NS. Surprisingly there is little contribution from forced swim. In addition, individual clustering revealed a diversity of behavioral profiles, naturally separating NS and IS, including subpopulations entirely characterized by resilience or susceptibility. In conclusion, our study elucidates intricate relationships among classical depression-related behavioral measures, highlighting multidimensional individual variability. Our work emphasizes the importance of a multivariate framework for behavioral assessment in animal models to understand stress-related neuropsychiatric disorders.

Indexed as

Behavior, AnimalDepressionRats, WistarStress, PsychologicalAnimalsDisease Models, AnimalDisease SusceptibilityMaleRatsResilience, PsychologicalAnimal modelsAnxietyDepressionMachine learningMultivariate analysisStress coping

Identifiers

PMID38678053
PMCPMC11055923

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.