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Alldritt S, Ramirez J, de Wael RV, Bethlehem R, Seidlitz J, Wang Z, Nenning K, Esper N, Smallwood J, Franco A, Byeon K, Alexander-Bloch A, Amaral D, Amiez C, Balezeau F, Baxter M, Becker G, Bennett J, Berkner O, Blezer E, Brambrink A, Brochier T, Butler B, Campos L, Canet-Soulas E, Chalet L, Chen A, Cléry J, Constantinidis C, Cook D, Dehaene S, Dorfschmidt L, Drzewiecki C, Erdman J, Everling S, Falchier A, Fleysher L, Fox A, Freiwald W, Froesel M, Froudist-Walsh S, Fudge J, Funck T, Gacoin M, Gale D, Gallivan J, Garin C, Griffiths T, Guedj C, Hadj-Bouziane F, Hamed S, Harel N, Hartig R, Hiba B, Howell B, Jarraya B, Jung B, Kalin N, Karpf J, Kastner S, Klink C, Kovacs-Balint Z, Kroenke C, Kuchan M, Kwok S, Lala K, Leopold D, Li G, Lindenfors P, Linn G, Mars R, Masiello K, Menon R, Messinger A, Meunier M, Mok K, Morrison J, Nacef J, Nagy J, Neudecker V, Neuringer M, Noonan M, Ortiz-Rios M, Perez-Zoghbi J, Petkov C, Pinsk M, Poirier C, Procyk E, Rajimehr R, Reader S, Rudko D, Rushworth M, Russ B, Sallet J, Sanchez M, Schmid M, Schwiedrzik C, Scott J, Sein J, Sharma K, Shmuel A, Styner M, Sullivan E, Thiele A, Todorov O, Tsao D, Tusche A, Vlasova R, Wang Z, Wang L, Wang J, Weiss A, Wilson C, Yacoub E, Zarco W, Zhou Y, Zhu J, Margulies D, Fair D, Schroeder C, Milham M, Xu T. Brain Charts for the Rhesus Macaque Lifespan. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.28.610193. [PMID: 39257737 PMCID: PMC11383706 DOI: 10.1101/2024.08.28.610193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/12/2024]
Abstract
Recent efforts to chart human brain growth across the lifespan using large-scale MRI data have provided reference standards for human brain development. However, similar models for nonhuman primate (NHP) growth are lacking. The rhesus macaque, a widely used NHP in translational neuroscience due to its similarities in brain anatomy, phylogenetics, cognitive, and social behaviors to humans, serves as an ideal NHP model. This study aimed to create normative growth charts for brain structure across the macaque lifespan, enhancing our understanding of neurodevelopment and aging, and facilitating cross-species translational research. Leveraging data from the PRIMatE Data Exchange (PRIME-DE) and other sources, we aggregated 1,522 MRI scans from 1,024 rhesus macaques. We mapped non-linear developmental trajectories for global and regional brain structural changes in volume, cortical thickness, and surface area over the lifespan. Our findings provided normative charts with centile scores for macaque brain structures and revealed key developmental milestones from prenatal stages to aging, highlighting both species-specific and comparable brain maturation patterns between macaques and humans. The charts offer a valuable resource for future NHP studies, particularly those with small sample sizes. Furthermore, the interactive open resource (https://interspeciesmap.childmind.org) supports cross-species comparisons to advance translational neuroscience research.
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Affiliation(s)
- S. Alldritt
- Center for the Integrative Developmental Neuroscience, Child Mind Institute
| | | | | | - R. Bethlehem
- University of Cambridge, Department of Psychology
| | | | | | | | | | | | | | | | - A. Alexander-Bloch
- Department of Child and Adolescent Psychiatry and Behavioral Science, Children’s Hospital of Philadelphia
- Department of Psychiatry, University of Pennsylvania
| | - D.G. Amaral
- Department of Psychiatry and Behavioral Sciences and The MIND Institute
- University of California Davis
| | - C. Amiez
- Stem Cell and Brain Research Institute
| | | | - M.G. Baxter
- Section on Comparative Medicine, Wake Forest University School of Medicine
| | | | - J. Bennett
- University of California Davis, Dept of Psychology
| | - O. Berkner
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | | | | | | | - B. Butler
- Translational Neuroscience Division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | | | | | | | - A. Chen
- East China Normal University
| | | | | | | | | | | | | | | | | | - A. Falchier
- Translational Neuroscience Division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | | | - A. Fox
- University of California Davis
| | | | - M. Froesel
- Institute for Cognitive Science Marc Jeannerod
| | | | | | | | - M. Gacoin
- Institute for Cognitive Science Marc Jeannerod
| | | | | | - C.M. Garin
- Department of Biomedical Engineering, Vanderbilt University
- Institut des Sciences Cognitives Marc Jeannerod (ISC-MJ)
| | | | - C. Guedj
- Lyon Neuroscience Research Center, University of Geneva
| | | | - S.B. Hamed
- Institute for Cognitive Science Marc Jeannerod
| | | | - R. Hartig
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | - B. Hiba
- Institute for Cognitive Science Marc Jeannerod
| | - B.R. Howell
- Emory National Primate Research Center, Emory University
- Fralin Biomedical Research Institute, Virginia Tech
- Carilion Department of Human Development and Family Science, Virginia Tech
| | | | | | | | - J. Karpf
- Oregon National Primate Research Center
| | - S. Kastner
- Princeton Neuroscience Institute & Department of Psychology, Princeton University
| | - C. Klink
- Netherlands Institute for Neuroscience
| | | | | | | | | | - K.N. Lala
- Centre for Social Learning and Cognitive Evolution, School of Biology, University of St. Andrews
| | | | - G. Li
- University of North Carolina at Chapel Hill
| | - P. Lindenfors
- Institute for Futures Studies, Stockholm, Sweden
- Centre for Cultural Evolution & Department of Zoology, Stockholm University, Sweden
| | - G. Linn
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | | | - K. Masiello
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | | | | | - M. Meunier
- Lyon Neuroscience Research Center, ImpAct Team
| | | | | | | | - J. Nagy
- Department of Neuroscience, Icahn School of Medicine at Mount Sinai
| | | | | | | | - M. Ortiz-Rios
- Functional Imaging Laboratory, German Primate Center – Leibniz Institute for Primate Research
| | | | | | - M. Pinsk
- Princeton Neuroscience Institute, Princeton University
| | | | - E. Procyk
- Stem Cell and Brain Research Institute
| | - R. Rajimehr
- McGovern Institute for Brain Research, Massachusetts Institute of Technology
| | - S.M. Reader
- Department of Biology, Utrecht University
- Department of Biology, McGill University
| | | | | | - B.E. Russ
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
| | - J. Sallet
- University of Oxford
- INSERM Stem Cell & Brain Research Institute
| | - M.M. Sanchez
- Emory National Primate Research Center; Emory University
- Department of Psychiatry & Behavioral Sciences, School of Medicine
| | | | - C.M. Schwiedrzik
- Ruhr University Bochum, Faculty of Biology and Biotechnology, Cognitive Neurobiology
- Neural Circuits and Cognition Lab, European Neuroscience Institute Göttingen
- Perception and Plasticity Group, German Primate Center – Leibniz Institute for Primate Research
| | - J.A. Scott
- Department of Bioengineering, Santa Clara University
| | | | | | | | - M. Styner
- University of North Carolina at Chapel Hill
| | | | | | - O.S. Todorov
- Department of Biology and Helmholtz Institute, Utrecht University
| | - D. Tsao
- Department of Computation and Neural Systems, California Institute of Technology
| | | | - R. Vlasova
- University of North Carolina at Chapel Hill
| | | | - L. Wang
- East China Normal University
| | - J. Wang
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, China
| | | | | | | | | | - Y. Zhou
- Krieger Mind/Brain Institute, Department of Neurosurgery, Johns Hopkins University
| | - J. Zhu
- Department of Biomedical Engineering, Vanderbilt University
| | | | | | - C. Schroeder
- Translational Neuroscience division, Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute
- Deptartment of Psychiatry, Neurology and Neurosurgery, Columbia University
| | - M. Milham
- Child Mind Institute
- Nathan Kline Institute
| | - T. Xu
- Center for the Integrative Developmental Neuroscience, Child Mind Institute
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Manrique HM, Read DW, Walker MJ. On some statistical and cerebral aspects of the limits of working memory capacity in anthropoid primates, with particular reference to Pan and Homo, and their significance for human evolution. Neurosci Biobehav Rev 2024; 158:105543. [PMID: 38220036 DOI: 10.1016/j.neubiorev.2024.105543] [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: 07/22/2023] [Revised: 12/10/2023] [Accepted: 01/09/2024] [Indexed: 01/16/2024]
Abstract
Some comparative ontogenetic data imply that effective working-memory capacity develops in ways that are independent of brain size in humans. These are interpreted better from neuroscientific considerations about the continuing development of neuronal architecture in adolescents and young adults, than from one about gross brain mass which already is reached in childhood. By contrast, working-memory capacity in Pan never develops beyond that of three- or four-year-old children. The phylogenetic divergence begs the question of whether it is any longer plausible to infer from the fossil record, that over the past two million years, an ostensibly gradual increase in endocranial volumes, assigned to the genus Homo, can be correlated in a scientifically-meaningful manner with the gradual evolution of our effective executive working memory. It is argued that whereas Pan's effective working-memory capacity is relatively similar to that of its storage working-memory, our working memory is relatively larger with deeper executive control.
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Affiliation(s)
- Héctor M Manrique
- Department of Psychology and Sociology, Universidad de Zaragoza, Campus Universitario de Teruel, Ciudad Escolar, s/n. 44003 Teruel, Spain.
| | - Dwight W Read
- Department of Anthropology and Department of Statistics, University of California, Los Angeles, CA 90095, USA.
| | - Michael J Walker
- Department of Zoology and Physical Anthropology, Faculty of Biology, University of Murcia, Murcia, Spain.
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