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Wei Y, Zhao L, Wei J, Yu X, Wei L, Ni R, Li T. Hippocampal transcriptome analysis in ClockΔ19 mice identifies pathways associated with glial cell differentiation and myelination. J Affect Disord 2025; 376:280-293. [PMID: 39855567 DOI: 10.1016/j.jad.2025.01.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2024] [Revised: 11/30/2024] [Accepted: 01/09/2025] [Indexed: 01/27/2025]
Abstract
BACKGROUND ClockΔ19 mice demonstrate behavioral characteristics and neurobiological changes that closely resemble those observed in bipolar disorder (BD). Notably, abnormalities in the hippocampus have been observed in patients with BD, yet direct molecular investigation of human hippocampal tissue remains challenging due to its limited accessibility. METHODS To model BD, ClockΔ19 mice were employed. Weighted gene co-expression network analysis (WGCNA) was utilized to identify mutation-related modules, and changes in cell populations were determined using the computational deconvolution CIBERSORTx. Furthermore, GeneMANIA and protein-protein interactions (PPIs) were leveraged to construct a comprehensive interaction network. RESULTS 174 differentially expressed genes (DEGs) were identified, revealing abnormalities in rhythmic processes, mitochondrial metabolism, and various cell functions including morphology, differentiation, and receptor activity. Analysis identified 5 modules correlated with the mutation, with functional enrichment highlighting disturbances in rhythmic processes and neural cell differentiation due to the mutation. Furthermore, a decrease in neural stem cells (NSC), and an increase in astrocyte-restricted precursors (ARP), ependymocytes (EPC), and hemoglobin-expressing vascular cells (Hb-VC) in the mutant mice were observed. A network comprising 12 genes that link rhythmic processes to neural cell differentiation in the hippocampus was also identified. LIMITATIONS This study focused on the hippocampus of mice, hence the applicability of these findings to human patients warrants further exploration. CONCLUSION The ClockΔ19 mutation may disrupt circadian rhythm, myelination, and the differentiation of neural stem cells (NSCs) into glial cells. These abnormalities are linked to altered expression of key genes, including DPB, CIART, NR1D1, GFAP, SLC20A2, and KL. Furthermore, interactions between SLC20A2 and KL might provide a connection between circadian rhythm regulation and cell type transitions.
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Affiliation(s)
- Yingying Wei
- Psychiatric Laboratory, State Key Laboratory of Biotherapy, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China; Mental Health Center and Institute of Psychiatry, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Liansheng Zhao
- Mental Health Center and Institute of Psychiatry, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Jinxue Wei
- Mental Health Center and Institute of Psychiatry, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Xueli Yu
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China; NHC and CAMS Key Laboratory of Medical Neurobiology, Zhejiang University, Hangzhou 310058, China
| | - Long Wei
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Rongjun Ni
- Mental Health Center and Institute of Psychiatry, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Tao Li
- Affiliated Mental Health Center & Hangzhou Seventh People's Hospital and School of Brain Science and Brain Medicine, Zhejiang University School of Medicine, Hangzhou 310058, China; Liangzhu Laboratory, MOE Frontier Science Center for Brain Science and Brain-machine Integration, State Key Laboratory of Brain-machine Intelligence, Zhejiang University, 1369 West Wenyi Road, Hangzhou 311121, China; NHC and CAMS Key Laboratory of Medical Neurobiology, Zhejiang University, Hangzhou 310058, China.
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Lefrere A, Godin O, Jamain S, Dansou Y, Samalin L, Alda M, Aouizerate B, Aubin V, Rey R, Contu M, Courtet P, Dubertret C, Haffen E, Januel D, Leboyer M, Llorca PM, Marlinge E, Manchia M, Neilson S, Olié E, Paribello P, Pinna M, Polosan M, Roux P, Schwan R, Tondo L, Walter M, Tzavara E, Auzias G, Deruelle C, Etain B, Belzeaux R. Refining Criteria for a Neurodevelopmental Subphenotype of Bipolar Disorders: A FondaMental Advanced Centers of Expertise for Bipolar Disorders Study. Biol Psychiatry 2025; 97:806-815. [PMID: 39395474 DOI: 10.1016/j.biopsych.2024.09.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 09/03/2024] [Accepted: 09/25/2024] [Indexed: 10/14/2024]
Abstract
BACKGROUND Bipolar disorder (BD) is a complex and heterogeneous psychiatric disorder. It has been suggested that neurodevelopmental factors contribute to the etiology of BD, but a specific neurodevelopmental phenotype (NDP) of the disorder has not been identified. Our objective was to define and characterize an NDP in BD and validate its associations with clinical outcomes, polygenic risk scores, and treatment responses. METHODS We analyzed the FondaMental Advanced Centers of Expertise for Bipolar Disorders cohort of 4468 patients with BD, a validation cohort of 101 patients with BD, and 2 independent replication datasets of 274 and 89 patients with BD. Using factor analyses, we identified a set of criteria for defining NDP. Next, we developed a scoring system for NDP load and assessed its association with prognosis, neurological soft signs, polygenic risk scores for neurodevelopmental disorders, and responses to treatment using multiple regressions, adjusted for age and gender with bootstrap replications. RESULTS Our study established an NDP in BD consisting of 9 clinical features: advanced paternal age, advanced maternal age, childhood maltreatment, attention-deficit/hyperactivity disorder, early onset of BD, early onset of substance use disorders, early onset of anxiety disorders, early onset of eating disorders, and specific learning disorders. Patients with higher NDP load showed a worse prognosis and increased neurological soft signs. Notably, these individuals exhibited a poorer response to lithium treatment. Furthermore, a significant positive correlation was observed between NDP load and polygenic risk score for attention-deficit/hyperactivity disorder, suggesting potential overlapping genetic factors or pathophysiological mechanisms between BD and attention-deficit/hyperactivity disorder. CONCLUSIONS The proposed NDP constitutes a promising clinical tool for patient stratification in BD.
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Affiliation(s)
- Antoine Lefrere
- Pôle de Psychiatrie, Assistance Publique Hôpitaux de Marseille, Marseille, France; Institut de Neurosciences de la Timone, Aix-Marseille University, Unité mixte de recherche (UMR) Centre National de la Recherche Scientifique, Marseille, France; Fondation Fondamental, Créteil, France
| | - Ophélia Godin
- Fondation Fondamental, Créteil, France; University Paris Est Créteil, Institut National de la Santé et de la Recherche Médicale, Institut Mondor de Recherche Biomédicale, Translational Neuro-Psychiatry, Assistance Publique-Hôpitaux de Paris, Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT)
| | - Stéphane Jamain
- Fondation Fondamental, Créteil, France; University Paris Est Créteil, Institut National de la Santé et de la Recherche Médicale, Institut Mondor de Recherche Biomédicale, Translational Neuro-Psychiatry, Assistance Publique-Hôpitaux de Paris, Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT)
| | | | - Ludovic Samalin
- Fondation Fondamental, Créteil, France; Department of Psychiatry, Centre Hospitalier Universitaire Clermont-Ferrand, University of Clermont Auvergne, Centre National de la Recherche Scientifique, Clermont Auvergne INP, Institut Pascal (UMR 6602), Clermont-Ferrand, France
| | - Martin Alda
- Department of Psychiatry, Dalhousie University, Halifax, Nova Scotia, Canada; National Institute of Mental Health, Klecany, Czech Republic
| | - Bruno Aouizerate
- Fondation Fondamental, Créteil, France; Centre Hospitalier Charles Perrens, Laboratoire NutriNeuro, UMR Institut National de la Recherche Agronomique (1286), Université de Bordeaux, Bordeaux, France
| | - Valérie Aubin
- Fondation Fondamental, Créteil, France; Pôle de Psychiatrie, Centre Hospitalier Princesse Grace, Monaco
| | - Romain Rey
- Fondation Fondamental, Créteil, France; Bipolar Disorder Expert Centre, Le Vinatier Hospital, University Lyon, Bron, France; University Lyon 1, Institut National de la Santé et de la Recherche Médicale U1028, Centre National de la Recherche Scientifique, UMR 5292, Villeurbanne, Lyon, France; Lyon Neuroscience Research Center, Psychiatric Disorders, Neuroscience Research and Clinical Research Team, Villeurbanne, Lyon, France
| | - Martina Contu
- Section of Psychiatry, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Philippe Courtet
- Fondation Fondamental, Créteil, France; Centre Hospitalier Universitaire de Montpellier, Hôpital Lapeyronie, Psychiatric Emergency and Post Emergency Department, Pole Urgence, Montpellier, France; L'Institut de Génomique Fonctionnelle, Université de Montpellier, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Montpellier, France
| | - Caroline Dubertret
- Fondation Fondamental, Créteil, France; Assistance Publique-Hôpitaux de Paris, Groupe Hospitalo-Universitaire Assistance Publique-Hôpitaux de Paris Nord, Département Médico-Universitaire de Psychiatrie et d'Addictologie ESPRIT, Service de Psychiatrie et Addictologie, Hôpital Louis Mourier, Colombes, France; Université de Paris, Institut National de la Santé et de la Recherche Médicale UMR 1266, Sorbonne Paris Cité, Faculté de Médecine, Paris, France
| | - Emmanuel Haffen
- Fondation Fondamental, Créteil, France; Service de Psychiatrie de l'Adulte, CIC-1431 Institut National de la Santé et de la Recherche Médicale, Centre Hospitalier Universitaire de Besançon, Laboratoire de Neurosciences, Université Franche Comté, Université Bourgogne Franche Comté, Besançon, France
| | - Dominique Januel
- Fondation Fondamental, Créteil, France; Unité de Recherche Clinique, Etablissement public de santé Ville-Evrard, Neuilly-sur-Marne, France
| | - Marion Leboyer
- Fondation Fondamental, Créteil, France; University Paris Est Créteil, Institut National de la Santé et de la Recherche Médicale, Institut Mondor de Recherche Biomédicale, Translational Neuro-Psychiatry, Assistance Publique-Hôpitaux de Paris, Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT)
| | - Pierre-Michel Llorca
- Fondation Fondamental, Créteil, France; Department of Psychiatry, Centre Hospitalier Universitaire Clermont-Ferrand, University of Clermont Auvergne, Centre National de la Recherche Scientifique, Clermont Auvergne INP, Institut Pascal (UMR 6602), Clermont-Ferrand, France
| | - Emeline Marlinge
- Fondation Fondamental, Créteil, France; Le Groupe Hospitalier Universitaire Paris Nord, DMU Neurosciences, Hôpital Fernand Widal Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Mirko Manchia
- Section of Psychiatry, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Samantha Neilson
- Institut de Neurosciences de la Timone, Aix-Marseille University, Unité mixte de recherche (UMR) Centre National de la Recherche Scientifique, Marseille, France
| | - Emilie Olié
- Fondation Fondamental, Créteil, France; Centre Hospitalier Universitaire de Montpellier, Hôpital Lapeyronie, Psychiatric Emergency and Post Emergency Department, Pole Urgence, Montpellier, France; L'Institut de Génomique Fonctionnelle, Université de Montpellier, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Montpellier, France
| | | | - Marco Pinna
- Section of Psychiatry, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy; Lucio Bini Mood Disorder Centers, Cagliari, Italy
| | - Mircea Polosan
- Fondation Fondamental, Créteil, France; Université Grenoble Alpes, Institut National de la Santé et de la Recherche Médicale U1216, Centre Hospitalier Universitaire Grenoble Alpes, Grenoble Institut Neurosciences, Grenoble, France
| | - Paul Roux
- Fondation Fondamental, Créteil, France; Centre Hospitalier de Versailles, Service Hospitalo-Universitaire de Psychiatrie d'Adultes et d'Addictologie, Le Chesnay, France; Université Paris-Saclay, Paris, France; Université de Versailles Saint-Quentin-En-Yvelines, Versailles, France; DisAP-DevPsy-CESP, Institut National de la Santé et de la Recherche Médicale UMR 1018, Villejuif, France
| | - Raymund Schwan
- Fondation Fondamental, Créteil, France; Université de Lorraine, Centre Psychothérapique de Nancy, Institut National de la Santé et de la Recherche Médicale U1254, Nancy, France
| | - Leonardo Tondo
- Lucio Bini Mood Disorder Centers, Cagliari, Italy; International Consortium for Mood & Psychotic Disorders Research, Mailman Research Center, McLean Hospital, Belmont, Massachusetts; Department of Psychiatry, Harvard Medical School, Boston, Massachusetts
| | - Michel Walter
- Fondation Fondamental, Créteil, France; Service Hospitalo-Universitaire de Psychiatrie Générale et de Réhabilitation Psycho Sociale 29G01 et 29G02, Centre Hospitalier Régional Univertsitaire de Brest, Hôpital de Bohars, Brest, France
| | - Eleni Tzavara
- Pôle de Psychiatrie, Assistance Publique Hôpitaux de Marseille, Marseille, France; Université Paris Cité, Paris, France; Centre National de la Recherche Scientifique, UMR 8002, Paris, France
| | - Guillaume Auzias
- Institut de Neurosciences de la Timone, Aix-Marseille University, Unité mixte de recherche (UMR) Centre National de la Recherche Scientifique, Marseille, France
| | - Christine Deruelle
- Institut de Neurosciences de la Timone, Aix-Marseille University, Unité mixte de recherche (UMR) Centre National de la Recherche Scientifique, Marseille, France
| | - Bruno Etain
- Fondation Fondamental, Créteil, France; University Paris Est Créteil, Institut National de la Santé et de la Recherche Médicale, Institut Mondor de Recherche Biomédicale, Translational Neuro-Psychiatry, Assistance Publique-Hôpitaux de Paris, Département Médico-Universitaire de Psychiatrie et d'Addictologie (DMU IMPACT), Fédération Hospitalo-Universitaire de Médecine de Précision en Psychiatrie (FHU ADAPT)
| | - Raoul Belzeaux
- Fondation Fondamental, Créteil, France; Centre Hospitalier Universitaire de Montpellier, Hôpital Lapeyronie, Psychiatric Emergency and Post Emergency Department, Pole Urgence, Montpellier, France; L'Institut de Génomique Fonctionnelle, Université de Montpellier, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale, Montpellier, France.
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Comai S, Gobbi G. Melatonin, Melatonin Receptors and Sleep: Moving Beyond Traditional Views. J Pineal Res 2024; 76:e13011. [PMID: 39400423 DOI: 10.1111/jpi.13011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Revised: 09/24/2024] [Accepted: 09/25/2024] [Indexed: 10/15/2024]
Abstract
Sleep, constituting approximately one-third of the human lifespan, is a crucial physiological process essential for physical and mental well-being. Normal sleep consists of an orderly progression through wakefulness, non-rapid eye movement (NREM) sleep, and rapid eye movement (REM) sleep, all of which are tightly regulated. Melatonin, often referred to as the "hormone of sleep," plays a pivotal role as a regulator of the sleep/wake cycle and exerts its effects through high-affinity G-protein coupled receptors known as MT1 and MT2. Selective modulation of these receptors presents a promising therapeutic avenue for sleep disorders. This review examines research on the multifaceted role of melatonin in sleep regulation, focusing on selective ligands targeting MT1 and MT2 receptors, as well as studies involving MT1 and MT2 knockout mice. Contrary to common beliefs, growing evidence suggests that melatonin, through MT1 and MT2 receptors, might not only influence circadian aspects of sleep but likely, also modulate the homeostatic process of sleep and sleep architecture, or could be the molecule linking the homeostatic and circadian regulation of sleep. Furthermore, the distinct brain localization of MT1 and MT2 receptors, with MT1 receptors primarily regulating REM sleep and MT2 receptors regulating NREM sleep, is discussed. Collectively, sleep regulation extends beyond the circulating levels and circadian peak of melatonin; it also critically involves the expression, molecular activation, and regulatory functions of MT1 and MT2 receptors across various brain regions and nuclei involved in the regulation of sleep. This research underscores the importance of ongoing investigation into the selective roles of MT1 and MT2 receptors in sleep. Such research efforts are expected to pave the way for the development of targeted MT1 or MT2 receptors ligands, thereby optimizing therapeutic interventions for sleep disorders.
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Affiliation(s)
- Stefano Comai
- Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Padua, Italy
- Department of Biomedical Sciences, University of Padua, Padua, Italy
- Department of Psychiatry, McGill University and McGill University Health Center, Montreal, Québec, Canada
- IRCSS San Raffaele Scientific Institute, Milan, Italy
| | - Gabriella Gobbi
- Department of Psychiatry, McGill University and McGill University Health Center, Montreal, Québec, Canada
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López-Canul M, He Q, Sasson T, Ettaoussi M, Gregorio DD, Ochoa-Sanchez R, Catoire H, Posa L, Rouleau G, Beaulieu JM, Comai S, Gobbi G. Selective Enhancement of REM Sleep in Male Rats through Activation of Melatonin MT 1 Receptors Located in the Locus Ceruleus Norepinephrine Neurons. J Neurosci 2024; 44:e0914232024. [PMID: 38744530 PMCID: PMC11255427 DOI: 10.1523/jneurosci.0914-23.2024] [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: 05/11/2023] [Revised: 04/03/2024] [Accepted: 04/06/2024] [Indexed: 05/16/2024] Open
Abstract
Sleep disorders affect millions of people around the world and have a high comorbidity with psychiatric disorders. While current hypnotics mostly increase non-rapid eye movement sleep (NREMS), drugs acting selectively on enhancing rapid eye movement sleep (REMS) are lacking. This polysomnographic study in male rats showed that the first-in-class selective melatonin MT1 receptor partial agonist UCM871 increases the duration of REMS without affecting that of NREMS. The REMS-promoting effects of UCM871 occurred by inhibiting, in a dose-response manner, the firing activity of the locus ceruleus (LC) norepinephrine (NE) neurons, which express MT1 receptors. The increase of REMS duration and the inhibition of LC-NE neuronal activity by UCM871 were abolished by MT1 pharmacological antagonism and by an adeno-associated viral (AAV) vector, which selectively knocked down MT1 receptors in the LC-NE neurons. In conclusion, MT1 receptor agonism inhibits LC-NE neurons and triggers REMS, thus representing a novel mechanism and target for REMS disorders and/or psychiatric disorders associated with REMS impairments.
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Affiliation(s)
- Martha López-Canul
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Qianzi He
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Tania Sasson
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Mohamed Ettaoussi
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Danilo De Gregorio
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- IRCCS San Raffaele Scientific Institute, Milan 20132, Italy
| | - Rafael Ochoa-Sanchez
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Helene Catoire
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec H3A 2B4, Canada
| | - Luca Posa
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
| | - Guy Rouleau
- Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec H3A 2B4, Canada
| | - Jean Martin Beaulieu
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario M5G 2C8, Canada
| | - Stefano Comai
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- IRCCS San Raffaele Scientific Institute, Milan 20132, Italy
- Department of Pharmaceutical and Pharmacological Sciences, University of Padua, Padua 35131, Italy
- Department of Biomedical Sciences, University of Padua, Padua 35131, Italy
| | - Gabriella Gobbi
- Neurobiological Psychiatry Unit, Department of Psychiatry, McGill University, Montreal, Quebec H3A 1A1, Canada
- Research Institute, McGill University Health Center, McGill University, Montreal, Quebec H3A 1A1, Canada
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