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Hoops D, Yee Y, Hammill C, Wong S, Manitt C, Bedell BJ, Cahill L, Lerch JP, Flores C, Sled JG. Disproportionate neuroanatomical effects of DCC haploinsufficiency in adolescence compared with adulthood: links to dopamine, connectivity, covariance, and gene expression brain maps in mice. J Psychiatry Neurosci 2024; 49:E157-E171. [PMID: 38692693 PMCID: PMC11068426 DOI: 10.1503/jpn.230106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 01/23/2024] [Accepted: 03/06/2024] [Indexed: 05/03/2024] Open
Abstract
BACKGROUND Critical adolescent neural refinement is controlled by the DCC (deleted in colorectal cancer) protein, a receptor for the netrin-1 guidance cue. We sought to describe the effects of reduced DCC on neuroanatomy in the adolescent and adult mouse brain. METHODS We examined neuronal connectivity, structural covariance, and molecular processes in a DCC-haploinsufficient mouse model, compared with wild-type mice, using new, custom analytical tools designed to leverage publicly available databases from the Allen Institute. RESULTS We included 11 DCC-haploinsufficient mice and 16 wild-type littermates. Neuroanatomical effects of DCC haploinsufficiency were more severe in adolescence than adulthood and were largely restricted to the mesocorticolimbic dopamine system. The latter finding was consistent whether we identified the regions of the mesocorticolimbic dopamine system a priori or used connectivity data from the Allen Brain Atlas to determine de novo where these dopamine axons terminated. Covariance analyses found that DCC haploinsufficiency disrupted the coordinated development of the brain regions that make up the mesocorticolimbic dopamine system. Gene expression maps pointed to molecular processes involving the expression of DCC, UNC5C (encoding DCC's co-receptor), and NTN1 (encoding its ligand, netrin-1) as underlying our structural findings. LIMITATIONS Our study involved a single sex (males) at only 2 ages. CONCLUSION The neuroanatomical phenotype of DCC haploinsufficiency described in mice parallels that observed in DCC-haploinsufficient humans. It is critical to understand the DCC-haploinsufficient mouse as a clinically relevant model system.
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Affiliation(s)
- Daniel Hoops
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Yohan Yee
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Christopher Hammill
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Sammi Wong
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Colleen Manitt
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Barry J Bedell
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Lindsay Cahill
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Jason P Lerch
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - Cecilia Flores
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
| | - John G Sled
- From the Mouse Imaging Centre, Hospital for Sick Children, Toronto, Ont. (Hoops, Yee, Hammill, Wong, Lerch, Sled); the Department of Medical Biophysics, University of Toronto, Ont. (Hoops, Yee, Lerch, Sled); the Department of Psychiatry, McGill University, Montréal, Que. (Hoops, Flores); the Douglas Mental Health University Institute, Montréal, Que. (Hoops, Manitt, Flores); the Department of Chemistry, Memorial University, St. John's, N.L. (Hoops, Cahill); the Department of Neurology and Neurosurgery, McGill University, Montréal, Que. (Bedell, Flores); the Wellcome Centre for Integrative Neuroimaging, Centre for Functional MRI of the Brain, Nuffield Department of Clinical Neuroscience, University of Oxford, U.K. (Lerch); the Ludmer Centre for Neuroinformatics & Mental Health, McGill University, Montréal, Que. (Flores)
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Arcego DM, Buschdorf JP, O'Toole N, Wang Z, Barth B, Pokhvisneva I, Rayan NA, Patel S, de Mendonça Filho EJ, Lee P, Tan J, Koh MX, Sim CM, Parent C, de Lima RMS, Clappison A, O'Donnell KJ, Dalmaz C, Arloth J, Provençal N, Binder EB, Diorio J, Silveira PP, Meaney MJ. A Glucocorticoid-Sensitive Hippocampal Gene Network Moderates the Impact of Early-Life Adversity on Mental Health Outcomes. Biol Psychiatry 2024; 95:48-61. [PMID: 37406925 DOI: 10.1016/j.biopsych.2023.06.028] [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: 11/03/2022] [Revised: 04/15/2023] [Accepted: 06/20/2023] [Indexed: 07/07/2023]
Abstract
BACKGROUND Early stress increases the risk for psychiatric disorders. Glucocorticoids are stress mediators that regulate transcriptional activity and morphology in the hippocampus, which is implicated in the pathophysiology of multiple psychiatric conditions. We aimed to establish the relevance of hippocampal glucocorticoid-induced transcriptional activity as a mediator of the effects of early life on later psychopathology in humans. METHODS RNA sequencing was performed with anterior and posterior hippocampal dentate gyrus from adult female macaques (n = 12/group) that were chronically treated with betamethasone (glucocorticoid receptor agonist) or vehicle. Coexpression network analysis identified a preserved gene network in the posterior hippocampal dentate gyrus that was strongly associated with glucocorticoid exposure. The single nucleotide polymorphisms in the genes in this network were used to create an expression-based polygenic score in humans. RESULTS The expression-based polygenic score significantly moderated the association between early adversity and psychotic disorders in adulthood (UK Biobank, women, n = 44,519) and on child peer relations (ALSPAC [Avon Longitudinal Study of Parents and Children], girls, n = 1666 for 9-year-olds and n = 1594 for 11-year-olds), an endophenotype for later psychosis. Analyses revealed that this network was enriched for glucocorticoid-induced epigenetic remodeling in human hippocampal cells. We also found a significant association between single nucleotide polymorphisms from the expression-based polygenic score and adult brain gray matter density. CONCLUSIONS We provide an approach for the use of transcriptomic data from animal models together with human data to study the impact of environmental influences on mental health. The results are consistent with the hypothesis that hippocampal glucocorticoid-related transcriptional activity mediates the effects of early adversity on neural mechanisms implicated in psychiatric disorders.
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Affiliation(s)
- Danusa Mar Arcego
- Douglas Research Centre, Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada; Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada.
| | - Jan-Paul Buschdorf
- Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore
| | - Nicholas O'Toole
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | - Zihan Wang
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | - Barbara Barth
- Douglas Research Centre, Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada
| | - Irina Pokhvisneva
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | | | - Sachin Patel
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | | | - Patrick Lee
- Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore
| | - Jennifer Tan
- Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore
| | - Ming Xuan Koh
- Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore
| | - Chu Ming Sim
- Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore
| | - Carine Parent
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | | | - Andrew Clappison
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | - Kieran J O'Donnell
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada; Yale Child Study Center, Yale School of Medicine, Yale University, New Haven, Connecticut
| | - Carla Dalmaz
- Department of Biochemistry, Universidade Federal do Rio Grande do Sul, Porto Alegre, Rio Grande do Sul, Brazil
| | - Janine Arloth
- Department Genes and Environment, Max Planck Institute of Psychiatry, Munich, Germany; Institute of Computational Biology, Helmholtz Zentrum München, Neuherberg, Germany
| | - Nadine Provençal
- Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, Canada; BC Children's Hospital Research Institute, Vancouver, British Columbia, Canada
| | - Elisabeth B Binder
- Department Genes and Environment, Max Planck Institute of Psychiatry, Munich, Germany
| | - Josie Diorio
- Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada
| | - Patrícia Pelufo Silveira
- Douglas Research Centre, Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada; Ludmer Centre for Neuroinformatics and Mental Health, Douglas Research Centre, McGill University, Montreal, Quebec, Canada; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore
| | - Michael J Meaney
- Douglas Research Centre, Department of Psychiatry, Faculty of Medicine, McGill University, Montreal, Quebec, Canada; Translational Neuroscience Program, Singapore Institute for Clinical Sciences, Singapore, Republic of Singapore; Brain Body Initiative, Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore
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