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Melgar-Locatelli S, Mañas-Padilla MC, Gavito AL, Rivera P, Rodríguez-Pérez C, Castilla-Ortega E, Castro-Zavala A. Sex-specific variations in spatial reference memory acquisition: Insights from a comprehensive behavioral test battery in C57BL/6JRj mice. Behav Brain Res 2024; 459:114806. [PMID: 38086456 DOI: 10.1016/j.bbr.2023.114806] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 12/06/2023] [Accepted: 12/07/2023] [Indexed: 12/25/2023]
Abstract
Sex differences in declarative memory are described in humans, revealing a female or a male advantage depending on the task. Specifically, spatial memory (i.e., spatial navigation) is typically most efficient in men. This sexual dimorphism has been replicated in male rats but not clearly in mice. In this study, sex differences in spatial memory were assessed in thirty-six C57BL/6 J mice (Janvier Labs; i.e., C57BL/6JRj mice), a widely used mouse substrain. Both male and female mice (12 weeks-old) were subjected to standard behavioral paradigms: the elevated plus maze, the open field test, the novel object and place tests, the forced swimming test, and the water maze test for spatial navigation. Across assessment, no sex differences were found in measures of locomotor activity, emotional and behavioral responses, and object and place recognition memories. In the water maze, male mice were faster in learning the platform location in the reference memory training and used more spatial strategies during the first training days. However, both sexes reached a similar asymptotic performance and performed similarly in the probe trial for long-term memory consolidation. No sex differences were found in the cued training, platform inversion sessions, or spatial working memory sessions. Hippocampal expression of the brain-derived neurotrophic factor was similar in both sexes, either in basal conditions or after performing the behavioral training battery. Importantly, female mice were not more variable than males in any measure analyzed. This outcome encourages the investigation of sex differences in animal models and the usefulness of including female mice in behavioral research.
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Affiliation(s)
- Sonia Melgar-Locatelli
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Universidad de Málaga, Spain
| | - M Carmen Mañas-Padilla
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Universidad de Málaga, Spain
| | - Ana L Gavito
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Spain
| | - Patricia Rivera
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Unidad de Gestión Clínica de Salud Mental, Hospital Regional Universitario de Málaga, Spain
| | - Celia Rodríguez-Pérez
- Departamento de Nutrición y Bromatología, Universidad de Granada, Campus Universitario de Cartuja, Spain; Instituto de Nutrición y Tecnología de los Alimentos 'José Mataix', Universidad de Granada, Granada, Spain; Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA), Granada, Spain
| | - Estela Castilla-Ortega
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Universidad de Málaga, Spain.
| | - Adriana Castro-Zavala
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, Spain; Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Universidad de Málaga, Spain.
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Esteban-Martos A, Brokate-Llanos AM, Real LM, Melgar-Locatelli S, de Rojas I, Castro-Zavala A, Bravo MJ, Mañas-Padilla MDC, García-González P, Ruiz-Galdon M, Pacheco-Sánchez B, Polvillo R, Rodriguez de Fonseca F, González I, Castilla-Ortega E, Muñoz MJ, Rivera P, Reyes-Engel A, Ruiz A, Royo JL. A Functional Pipeline of Genome-Wide Association Data Leads to Midostaurin as a Repurposed Drug for Alzheimer's Disease. Int J Mol Sci 2023; 24:12079. [PMID: 37569459 PMCID: PMC10418421 DOI: 10.3390/ijms241512079] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/24/2023] [Accepted: 07/25/2023] [Indexed: 08/13/2023] Open
Abstract
Genome-wide association studies (GWAS) constitute a powerful tool to identify the different biochemical pathways associated with disease. This knowledge can be used to prioritize drugs targeting these routes, paving the road to clinical application. Here, we describe DAGGER (Drug Repositioning by Analysis of GWAS and Gene Expression in R), a straightforward pipeline to find currently approved drugs with repurposing potential. As a proof of concept, we analyzed a meta-GWAS of 1.6 × 107 single-nucleotide polymorphisms performed on Alzheimer's disease (AD). Our pipeline uses the Genotype-Tissue Expression (GTEx) and Drug Gene Interaction (DGI) databases for a rational prioritization of 22 druggable targets. Next, we performed a two-stage in vivo functional assay. We used a C. elegans humanized model over-expressing the Aβ1-42 peptide. We assayed the five top-scoring candidate drugs, finding midostaurin, a multitarget protein kinase inhibitor, to be a protective drug. Next, 3xTg AD transgenic mice were used for a final evaluation of midostaurin's effect. Behavioral testing after three weeks of 20 mg/kg intraperitoneal treatment revealed a significant improvement in behavior, including locomotion, anxiety-like behavior, and new-place recognition. Altogether, we consider that our pipeline might be a useful tool for drug repurposing in complex diseases.
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Affiliation(s)
- Alvaro Esteban-Martos
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
| | - Ana Maria Brokate-Llanos
- Departamento de Biología Molecular e Ingeniería Bioquímica, Centro Andaluz de Biología del Desarrollo (CABD), Universidad Pablo de Olavide (UPO), UPO/CSIC/JA, Ctra Utrera Km1, 41013 Sevilla, Spain; (A.M.B.-L.); (R.P.); (M.J.M.)
| | - Luis Miguel Real
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
- Centro de Investigación Biomédica en Red de Enfermedades Infecciosas (CIBERINFEC), 28029 Madrid, Spain
| | - Sonia Melgar-Locatelli
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Facultad de Psicología, Universidad de Málaga, 29071 Malaga, Spain
| | - Itziar de Rojas
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (P.G.-G.); (A.R.)
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), National Institute of Health Carlos III, 28029 Madrid, Spain
| | - Adriana Castro-Zavala
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Facultad de Psicología, Universidad de Málaga, 29071 Malaga, Spain
| | - Maria Jose Bravo
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
| | - Maria del Carmen Mañas-Padilla
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Facultad de Psicología, Universidad de Málaga, 29071 Malaga, Spain
| | - Pablo García-González
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (P.G.-G.); (A.R.)
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), National Institute of Health Carlos III, 28029 Madrid, Spain
| | - Maximiliano Ruiz-Galdon
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
| | - Beatriz Pacheco-Sánchez
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Unidad de Gestion Clinica de Salud Mental, Hospital Universitario Regional de Malaga, 29010 Malaga, Spain
| | - Rocío Polvillo
- Departamento de Biología Molecular e Ingeniería Bioquímica, Centro Andaluz de Biología del Desarrollo (CABD), Universidad Pablo de Olavide (UPO), UPO/CSIC/JA, Ctra Utrera Km1, 41013 Sevilla, Spain; (A.M.B.-L.); (R.P.); (M.J.M.)
| | - Fernando Rodriguez de Fonseca
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Unidad de Gestion Clinica de Salud Mental, Hospital Universitario Regional de Malaga, 29010 Malaga, Spain
| | - Irene González
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
| | - Estela Castilla-Ortega
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Departamento de Psicobiología y Metodología de las Ciencias del Comportamiento, Facultad de Psicología, Universidad de Málaga, 29071 Malaga, Spain
| | - Manuel J. Muñoz
- Departamento de Biología Molecular e Ingeniería Bioquímica, Centro Andaluz de Biología del Desarrollo (CABD), Universidad Pablo de Olavide (UPO), UPO/CSIC/JA, Ctra Utrera Km1, 41013 Sevilla, Spain; (A.M.B.-L.); (R.P.); (M.J.M.)
| | - Patricia Rivera
- Instituto de Investigación Biomédica de Málaga y Plataforma en Nanomedicina-IBIMA Plataforma BIONAND, 29590 Malaga, Spain; (S.M.-L.); (A.C.-Z.); (M.d.C.M.-P.); (B.P.-S.); (F.R.d.F.); (E.C.-O.); (P.R.)
- Unidad de Gestion Clinica de Salud Mental, Hospital Universitario Regional de Malaga, 29010 Malaga, Spain
| | - Armando Reyes-Engel
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
| | - Agustin Ruiz
- Research Center and Memory Clinic, Ace Alzheimer Center Barcelona—Universitat Internacional de Catalunya, 08017 Barcelona, Spain; (I.d.R.); (P.G.-G.); (A.R.)
- Network Center for Biomedical Research in Neurodegenerative Diseases (CIBERNED), National Institute of Health Carlos III, 28029 Madrid, Spain
| | - Jose Luis Royo
- Department of Surgery, Biochemistry and Immunology, School of Medicine, University of Malaga, Boulevard Louis Pasteur s/n, 29071 Malaga, Spain; (A.E.-M.); (L.M.R.); (M.J.B.); (M.R.-G.); (I.G.); (A.R.-E.)
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