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Vivi E, Seeholzer LR, Nagumanova A, Di Benedetto B. Early Age- and Sex-Dependent Regulation of Astrocyte-Mediated Glutamatergic Synapse Elimination in the Rat Prefrontal Cortex: Establishing an Organotypic Brain Slice Culture Investigating Tool. Cells 2023; 12:2761. [PMID: 38067189 PMCID: PMC10705965 DOI: 10.3390/cells12232761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 11/27/2023] [Accepted: 12/01/2023] [Indexed: 12/18/2023] Open
Abstract
Clinical and pre-clinical studies of neuropsychiatric (NP) disorders show altered astrocyte properties and synaptic networks. These are refined during early postnatal developmental (PND) stages. Thus, investigating early brain maturational trajectories is essential to understand NP disorders. However, animal experiments are highly time-/resource-consuming, thereby calling for alternative methodological approaches. The function of MEGF10 in astrocyte-mediated synapse elimination (pruning) is crucial to refine neuronal networks during development and adulthood. To investigate the impact of MEGF10 during PND in the rat prefrontal cortex (PFC) and its putative role in brain disorders, we established and validated an organotypic brain slice culture (OBSC) system. Using Western blot, we characterized the expression of MEGF10 and the synaptic markers synaptophysin and PSD95 in the cortex of developing pups. We then combined immunofluorescent-immunohistochemistry with Imaris-supported 3D analysis to compare age- and sex-dependent astrocyte-mediated pruning within the PFC in pups and OBSCs. We thereby validated this system to investigate age-dependent astrocyte-mediated changes in pruning during PND. However, further optimizations are required to use OBSCs for revealing sex-dependent differences. In conclusion, OBSCs offer a valid alternative to study physiological astrocyte-mediated synaptic remodeling during PND and might be exploited to investigate the pathomechanisms of brain disorders with aberrant synaptic development.
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Affiliation(s)
- Eugenia Vivi
- Laboratory of Neuro-Glia Pharmacology, Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (E.V.); (L.R.S.); (A.N.)
| | - Lea R. Seeholzer
- Laboratory of Neuro-Glia Pharmacology, Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (E.V.); (L.R.S.); (A.N.)
| | - Anastasiia Nagumanova
- Laboratory of Neuro-Glia Pharmacology, Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (E.V.); (L.R.S.); (A.N.)
| | - Barbara Di Benedetto
- Laboratory of Neuro-Glia Pharmacology, Department of Psychiatry and Psychotherapy, University of Regensburg, 93053 Regensburg, Germany; (E.V.); (L.R.S.); (A.N.)
- Regensburg Center of Neuroscience, University of Regensburg, 93053 Regensburg, Germany
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2
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Kabbej N, Ashby FJ, Riva A, Gamlin PD, Mandel RJ, Kunta A, Rouse CJ, Heldermon CD. Sex differences in brain transcriptomes of juvenile Cynomolgus macaques. RESEARCH SQUARE 2023:rs.3.rs-3422091. [PMID: 38045237 PMCID: PMC10690328 DOI: 10.21203/rs.3.rs-3422091/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/05/2023]
Abstract
Background: Behavioral, social, and physical characteristics are posited to distinguish the sexes, yet research on transcription-level sexual differences in the brain is limited. Here, we investigated sexually divergent brain transcriptomics in prepubertal cynomolgus macaques, a commonly used surrogate species to humans. Methods: A transcriptomic profile using RNA sequencing was generated for the temporal lobe, ventral midbrain, and cerebellum of 3 female and 3 male cynomolgus macaques previously treated with an Adeno-associated virus vector mix. Statistical analyses to determine differentially expressed protein-coding genes in all three lobes were conducted using DeSeq2 with a false discovery rate corrected P value of .05. Results: We identified target genes in the temporal lobe, ventral midbrain, and cerebellum with functions in translation, immunity, behavior, and neurological disorders that exhibited statistically significant sexually divergent expression. Conclusions: We provide potential mechanistic insights to the epidemiological differences observed between the sexes with regards to mental health and infectious diseases, such as COVID19. Our results provide pre-pubertal information on sexual differences in non-human primate brain transcriptomics and may provide insight to health disparities between the biological sexes in humans.
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Reilly OT, Brosnan SF, Benítez ME, Phillips KA, Hecht EE. Sex differences in white matter tracts of capuchin monkey brains. J Comp Neurol 2023; 531:1096-1107. [PMID: 37127839 PMCID: PMC10247455 DOI: 10.1002/cne.25480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 03/08/2023] [Accepted: 03/15/2023] [Indexed: 05/03/2023]
Abstract
Nonhuman primates exhibit sexual dimorphism in behavior, suggesting that there could be underlying differences in brain organization and function. Understanding this neuroanatomical variation is critical for enhancing our understanding of the evolution of sex differences in the human brain. Tufted capuchin monkeys (Sapajus [Cebus] apella) represent a phylogenetically diverse taxa of neotropical primates that converge on several behavioral characteristics with humans relevant to social organization, making them an important point of comparison for studying the evolution of sex differences in primates. While anatomical sex differences in gray matter have previously been found in capuchin monkeys, the current study investigates sex differences in white matter tracts. We carried out tract-based spatial statistical analysis on fractional anisotropy images of tufted capuchin monkeys (15 female, 5 male). We found that females showed significantly higher fractional anisotropy than males in regions of frontal-parietal white matter in the right cerebral hemisphere. Paralleling earlier findings in gray matter, male and female fractional anisotropy values in these regions were nonoverlapping. This complements prior work pointing toward capuchin sex differences in limbic circuitry and higher-order visual regions. We propose that these sex differences are related to the distinct socioecological niches occupied by male and female capuchins. Capuchin neuroanatomical sex differences appear to be more pronounced than in humans, which we suggest may relate to human adaptations for prolonged neurodevelopmental trajectories and increased plasticity.
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Affiliation(s)
- Olivia T Reilly
- Department of Psychology, Georgia State University, Atlanta, Georgia
- Language Research Center, Georgia State University, Atlanta, Georgia
- Department of Human Evolutionary Biology, Harvard University, Cambridge, Massachusetts
| | - Sarah F Brosnan
- Department of Psychology, Georgia State University, Atlanta, Georgia
- Language Research Center, Georgia State University, Atlanta, Georgia
- Center for Behavioral Neuroscience, Georgia State University, Atlanta, Georgia
- Neuroscience Institute, Georgia State University, Atlanta, Georgia
| | - Marcela E Benítez
- Language Research Center, Georgia State University, Atlanta, Georgia
- Department of Anthropology, Emory University, Atlanta, Georgia
| | - Kimberley A Phillips
- Department of Psychology, Trinity University, San Antonio, Texas
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas
| | - Erin E Hecht
- Department of Human Evolutionary Biology, Harvard University, Cambridge, Massachusetts
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4
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González Fuentes J, Cebada-Sánchez S, Arroyo-Jiménez MDM, Muñoz-López M, Rivas-Infante E, Lozano G, Mansilla F, Cortes F, Insausti R, Marcos P. Study of the human hippocampal formation: a method for histological and magnetic resonance correlation in perinatal cases. Brain Imaging Behav 2023; 17:403-413. [PMID: 37024762 PMCID: PMC10435394 DOI: 10.1007/s11682-023-00768-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/20/2023] [Indexed: 04/08/2023]
Abstract
Little information is available on the magnetic resonance imaging (MRI) determination of the hippocampal formation (HF) during the perinatal period. However, this exploration is increasingly used, which requires defining visible HF landmarks on MRI images, validated through histological analysis. This study aims to provide a protocol to identify HF landmarks on MRI images, followed by histological validation through serial sections of the temporal lobe of the samples examined, to assess the longitudinal extent of the hippocampus during the perinatal period. We examined ex vivo MRI images from nine infant control brain samples. Histological validation of the hippocampal formation MRI images was obtained through serial sectioning and examination of Nissl-stained sections at 250 μm intervals along the entire length of the hippocampal formation. Up to six landmarks were identified both in MRI images and the serial histological sections. Proceeding in an anterior to posterior (rostrocaudal) direction, these were as follows: 1) the limen insulae (fronto-temporal junction); 2) the beginning of the amygdaloid complex; 3) the beginning of the lateral ventricle; 4) the caudal limit of the uncus, indicated by the start of the lateral geniculate nucleus (at the level of the gyrus intralimbicus); 5) the end of the lateral geniculate nucleus (beginning of the pulvinar); and 6) the beginning of the fornix. After histological validation of each of these landmarks, the full longitudinal length of the hippocampal formation and distances between landmarks were calculated. No statistically significant differences were found in total length or between landmarks. While the HF is anatomically organized at birth, its annotation is particularly challenging to perform. The histological validation of HF landmarks allows a better understanding of MRI images. The proposed protocol could be useful to assess MRI hippocampal quantification in children and possible variations due to different neurological diseases.
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Affiliation(s)
- Joaquín González Fuentes
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain.
- Department of Health Sciences, University of Castilla-La Mancha, School of Pharmacy, Albacete, Spain.
| | - Sandra Cebada-Sánchez
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
| | - Maria Del Mar Arroyo-Jiménez
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
| | - Mónica Muñoz-López
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
| | - Eloy Rivas-Infante
- Servicio de Anatomía Patológica, Hospital Virgen del Rocío. Avenida Manuel Siurot, 41013, Sevilla, Spain
| | - Guillermo Lozano
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
| | - Francisco Mansilla
- Radiology Department, University Hospital, Hermanos Falcó, 02006, Albacete, Spain
| | - Francisca Cortes
- Radiology Department, University Hospital, Hermanos Falcó, 02006, Albacete, Spain
| | - Ricardo Insausti
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
| | - Pilar Marcos
- Centro Regional de Investigaciones Biomédicas (CRIB), Avenida de Almansa 14, 02006, Albacete, Spain
- Human Neuroanatomy Laboratory, Department of Health Sciences, University of Castilla-La Mancha, School of Medicine, Albacete, Spain
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5
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Tomlinson C, Vlasova R, Al-Ali K, Young JT, Shi Y, Lubach GR, Alexander AL, Coe CL, Styner M, Fine J. Effects of anesthesia exposure on postnatal maturation of white matter in rhesus monkeys. Dev Psychobiol 2023; 65:e22396. [PMID: 37338252 PMCID: PMC11000522 DOI: 10.1002/dev.22396] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 09/21/2022] [Accepted: 03/24/2023] [Indexed: 06/21/2023]
Abstract
There is increasing concern about the potential effects of anesthesia exposure on the developing brain. The effects of relatively brief anesthesia exposures used repeatedly to acquire serial magnetic resonance imaging scans could be examined prospectively in rhesus macaques. We analyzed magnetic resonance diffusion tensor imaging (DTI) of 32 rhesus macaques (14 females, 18 males) aged 2 weeks to 36 months to assess postnatal white matter (WM) maturation. We investigated the longitudinal relationships between each DTI property and anesthesia exposure, taking age, sex, and weight of the monkeys into consideration. Quantification of anesthesia exposure was normalized to account for variation in exposures. Segmented linear regression with two knots provided the best model for quantifying WM DTI properties across brain development as well as the summative effect of anesthesia exposure. The resulting model revealed statistically significant age and anesthesia effects in most WM tracts. Our analysis indicated there were major effects on WM associated with low levels of anesthesia even when repeated as few as three times. Fractional anisotropy values were reduced across several WM tracts in the brain, indicating that anesthesia exposure may delay WM maturation, and highlight the potential clinical concerns with even a few exposures in young children.
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Affiliation(s)
- Chalmer Tomlinson
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Roza Vlasova
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Khalid Al-Ali
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jeffrey T Young
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Yundi Shi
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Andrew L Alexander
- Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, USA
- Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, Wisconsin, USA
| | - Martin Styner
- Department of Psychiatry, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
| | - Jason Fine
- Department of Biostatistics, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA
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6
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Kovacs-Balint ZA, Raper J, Richardson R, Gopakumar A, Kettimuthu KP, Higgins M, Feczko E, Earl E, Ethun KF, Li L, Styner M, Fair D, Bachevalier J, Sanchez MM. The role of puberty on physical and brain development: A longitudinal study in male Rhesus Macaques. Dev Cogn Neurosci 2023; 60:101237. [PMID: 37031512 PMCID: PMC10114189 DOI: 10.1016/j.dcn.2023.101237] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Revised: 02/20/2023] [Accepted: 03/21/2023] [Indexed: 04/07/2023] Open
Abstract
This study examined the role of male pubertal maturation on physical growth and development of neurocircuits that regulate stress, emotional and cognitive control using a translational nonhuman primate model. We collected longitudinal data from male macaques between pre- and peri-puberty, including measures of physical growth, pubertal maturation (testicular volume, blood testosterone -T- concentrations) and brain structural and resting-state functional MRI scans to examine developmental changes in amygdala (AMY), hippocampus (HIPPO), prefrontal cortex (PFC), as well as functional connectivity (FC) between those regions. Physical growth and pubertal measures increased from pre- to peri-puberty. The indexes of pubertal maturation -testicular size and T- were correlated at peri-puberty, but not at pre-puberty (23 months). Our findings also showed ICV, AMY, HIPPO and total PFC volumetric growth, but with region-specific changes in PFC. Surprisingly, FC in these neural circuits only showed developmental changes from pre- to peri-puberty for HIPPO-orbitofrontal FC. Finally, testicular size was a better predictor of brain structural maturation than T levels -suggesting gonadal hormones-independent mechanisms-, whereas T was a strong predictor of functional connectivity development. We expect that these neural circuits will show more drastic pubertal-dependent maturation, including stronger associations with pubertal measures later, during and after male puberty.
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Affiliation(s)
- Z A Kovacs-Balint
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA.
| | - J Raper
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Dept. of Pediatrics, Emory University, Atlanta, GA 30322, USA
| | - R Richardson
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - A Gopakumar
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - K P Kettimuthu
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - M Higgins
- Office of Nursing Research, Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA 30322, USA
| | - E Feczko
- Dept. of Pediatrics, University of Minnesota, Minneapolis, MN 55414, USA; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN 55414, USA
| | - E Earl
- Dept. of Behavioral Neuroscience, Oregon Health & Sciences University, Portland, OR 97239, USA
| | - K F Ethun
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - L Li
- Dept. of Pediatrics, Emory University, Atlanta, GA 30322, USA; Marcus Autism Center; Children's Healthcare of Atlanta, GA, USA
| | - M Styner
- Dept. of Psychiatry, University of North Carolina, Chapel Hill, NC 27514, USA
| | - D Fair
- Dept. of Pediatrics, University of Minnesota, Minneapolis, MN 55414, USA; Masonic Institute for the Developing Brain, University of Minnesota, Minneapolis, MN 55414, USA
| | - J Bachevalier
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - M M Sanchez
- Emory National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Dept. of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA 30322, USA
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7
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Godfrey JR, Howell BR, Mummert A, Shi Y, Styner M, Wilson ME, Sanchez M. Effects of social rank and pubertal delay on brain structure in female rhesus macaques. Psychoneuroendocrinology 2023; 149:105987. [PMID: 36529113 PMCID: PMC9931669 DOI: 10.1016/j.psyneuen.2022.105987] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 11/20/2022] [Accepted: 11/21/2022] [Indexed: 12/05/2022]
Abstract
Adverse social experience during childhood and adolescence leads to developmental alterations in emotional and stress regulation and underlying neurocircuits. We examined the consequences of social subordination (low social rank) in juvenile female rhesus monkeys, as an ethologically valid model of chronic social stressor exposure, on brain structural and behavioral development through the pubertal transition. Adolescence is a developmental period of extensive brain remodeling and increased emotional and stress reactivity. Puberty-induced increases in gonadal hormones, particularly estradiol (E2), are likely involved due to its organizational effects on the brain and behavior. Thus, we also examined how experimentally delaying pubertal onset with Lupron (gonadotropin releasing hormone -GnRH- agonist used clinically to delay early puberty) interacted with social rank (dominant vs. subordinate) to affect brain and behavioral outcomes. Using a longitudinal experimental design, structural MRI (sMRI) scans were collected on socially housed juvenile female rhesus monkeys living in indoor-outdoor enclosures prior to the onset of puberty (18-25 months), defined as menarche or the initial occurrence of perineal swelling and coloration, and again at 29-36 months, when all control animals had reached puberty but none of the Lupron-treated had. We examined the effects of both social rank and pubertal delay on overall structural brain volume (i.e. intracranial, grey matter (GM) and white matter (WM) volumes), as well as on cortico-limbic regions involved in emotion and stress regulation: amygdala (AMYG), hippocampus (HC), and prefrontal cortex (PFC). Measures of stress physiology, social behavior, and emotional reactivity were collected to examine functional correlates of the brain structural effects. Apart from expected developmental effects, subordinates had bigger AMYG volumes than dominant animals, most notably in the right hemisphere, but pubertal delay with Lupron-treatment abolished those differences, suggesting a role of gonadal hormones potentiating the brain structural impact of social stress. Subordinates also had elevated baseline cortisol, indicating activation of stress systems. In general, Lupron-treated subjects had smaller AMYG and HC volume than controls, but larger total PFC (driven by bigger GM volumes), and different, region-specific, developmental patterns dependent on age and social rank. These findings highlight a region-specific effect of E2 on structural development during female adolescence, independent of those due to chronological age. Pubertal delay and AMYG volume, in turn, predicted differences in emotional reactivity and social behavior. These findings suggest that exposure to developmental increases in E2 modifies the consequences of adverse social experience on the volume of cortico-limbic regions involved in emotional and stress regulation during maturation. But, even more importantly, they indicate different brain structural effects of chronological age and pubertal developmental stage in females, which are very difficult to disentangle in human studies. These findings have additional relevance for young girls who experience prolonged pubertal delays or for those whose puberty is clinically arrested by pharmacological administration of Lupron.
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Affiliation(s)
- Jodi R Godfrey
- Yerkes National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA
| | - Brittany R Howell
- Yerkes National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; Department of Psychiatry & Behavioral Sciences, School of Medicine, Emory University, 12 Executive Park Drive NE #200, Atlanta, GA 30322, USA; Fralin Biomedical Research Institute at Virginia Tech Carilion, 2 Riverside Circle, Roanoke, VA 24016, USA; Department of Human Development and Family Science, Virginia Tech, 366 Wallace Hall, 295 West Campus Drive, Blacksburg, VA 24061, USA
| | - Amanda Mummert
- Department of Anthropology, Emory University, 1557 Dickey Drive, Atlanta, GA 30322, USA
| | - Yundi Shi
- Department of Psychiatry, University of North Carolina, 352 Medical School Wing C, Chapel Hill, NC 27599, USA
| | - Martin Styner
- Department of Psychiatry, University of North Carolina, 352 Medical School Wing C, Chapel Hill, NC 27599, USA
| | - Mark E Wilson
- Yerkes National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; Department of Psychiatry & Behavioral Sciences, School of Medicine, Emory University, 12 Executive Park Drive NE #200, Atlanta, GA 30322, USA
| | - Mar Sanchez
- Yerkes National Primate Research Center, Emory University, 954 Gatewood Road, Atlanta, GA 30329, USA; Department of Psychiatry & Behavioral Sciences, School of Medicine, Emory University, 12 Executive Park Drive NE #200, Atlanta, GA 30322, USA.
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Piekarski DJ, Colich NL, Ho TC. The effects of puberty and sex on adolescent white matter development: A systematic review. Dev Cogn Neurosci 2023; 60:101214. [PMID: 36913887 PMCID: PMC10010971 DOI: 10.1016/j.dcn.2023.101214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2022] [Revised: 12/20/2022] [Accepted: 02/08/2023] [Indexed: 02/12/2023] Open
Abstract
Adolescence, the transition between childhood and adulthood, is characterized by rapid brain development in white matter (WM) that is attributed in part to rising levels in adrenal and gonadal hormones. The extent to which pubertal hormones and related neuroendocrine processes explain sex differences in WM during this period is unclear. In this systematic review, we sought to examine whether there are consistent associations between hormonal changes and morphological and microstructural properties of WM across species and whether these effects are sex-specific. We identified 90 (75 human, 15 non-human) studies that met inclusion criteria for our analyses. While studies in human adolescents show notable heterogeneity, results broadly demonstrate that increases in gonadal hormones across pubertal development are associated with macro- and microstructural changes in WM tracts that are consistent with the sex differences found in non-human animals, particularly in the corpus callosum. We discuss limitations of the current state of the science and recommend important future directions for investigators in the field to consider in order to advance our understanding of the neuroscience of puberty and to promote forward and backward translation across model organisms.
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Affiliation(s)
| | | | - Tiffany C Ho
- Department of Psychology, University of California, Los Angeles, United States.
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9
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Ash H, Chang A, Ortiz RJ, Kulkarni P, Rauch B, Colman R, Ferris CF, Ziegler TE. Structural and functional variations in the prefrontal cortex are associated with learning in pre-adolescent common marmosets (Callithrix jacchus). Behav Brain Res 2022; 430:113920. [PMID: 35595058 PMCID: PMC9362994 DOI: 10.1016/j.bbr.2022.113920] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Revised: 04/06/2022] [Accepted: 05/04/2022] [Indexed: 12/27/2022]
Abstract
There is substantial evidence linking the prefrontal cortex (PFC) to a variety of cognitive abilities, with adolescence being a critical period in its development. In the current study, we investigated the neural basis of differences in learning in pre-adolescent common marmosets. At 8 months old, marmosets were given anatomical and resting state MRI scans (n=24). At 9 months old, association learning and inhibitory control was tested using a 'go/no go' visual discrimination (VD) task. Marmosets were grouped into 'learners' (n=12) and 'non-learners' (n=12), and associations between cognitive performance and sub-regional PFC volumes, as well as PFC connectivity patterns, were investigated. 'Learners' had significantly (p<0.05) larger volumes of areas 11, 25, 47 and 32 than 'non-learners', although 'non-learners' had significantly larger volumes of areas 24a and 8v than 'learners'. There was also a significant correlation between average % correct responses to the 'punished' stimulus and volume of area 47. Further, 'non-learners' had significantly greater global PFC connections, as well as significantly greater numbers of connections between the PFC and basal ganglia, cerebellum and hippocampus, compared to 'non-learners'. These results suggest that larger sub-regions of the orbitofrontal cortex and ventromedial PFC, as well more refined PFC connectivity patterns to other brain regions associated with learning, may be important in successful response inhibition. This study therefore offers new information on the neurodevelopment of individual differences in cognition during pre-adolescence in non-human primates.
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Affiliation(s)
- Hayley Ash
- Wisconsin National Primate Research Center, University of Wisconsin, Madison WI.
| | - Arnold Chang
- Center for Translational NeuroImaging, Northeastern University, Boston MA
| | - Richard J Ortiz
- Center for Translational NeuroImaging, Northeastern University, Boston MA; Department of Chemistry and Biochemistry, New Mexico State University, Las Cruces NM
| | - Praveen Kulkarni
- Center for Translational NeuroImaging, Northeastern University, Boston MA
| | - Beth Rauch
- Department of Medical Physics, University of Wisconsin, Madison WI
| | - Ricki Colman
- Wisconsin National Primate Research Center, University of Wisconsin, Madison WI; Department of Cell and Regenerative Biology, University of Wisconsin, Madison WI
| | - Craig F Ferris
- Center for Translational NeuroImaging, Northeastern University, Boston MA
| | - Toni E Ziegler
- Wisconsin National Primate Research Center, University of Wisconsin, Madison WI
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10
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Charvet CJ, Ofori K, Baucum C, Sun J, Modrell MS, Hekmatyar K, Edlow BL, van der Kouwe AJ. Tracing Modification to Cortical Circuits in Human and Nonhuman Primates from High-Resolution Tractography, Transcription, and Temporal Dimensions. J Neurosci 2022; 42:3749-3767. [PMID: 35332086 PMCID: PMC9087811 DOI: 10.1523/jneurosci.1506-21.2022] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 03/11/2022] [Accepted: 03/15/2022] [Indexed: 11/21/2022] Open
Abstract
The neural circuits that support human cognition are a topic of enduring interest. Yet, there are limited tools available to map brain circuits in the human and nonhuman primate brain. We harnessed high-resolution diffusion MR tractography, anatomic, and transcriptomic data from individuals of either sex to investigate the evolution and development of frontal cortex circuitry. We applied machine learning to RNA sequencing data to find corresponding ages between humans and macaques and to compare the development of circuits across species. We transcriptionally defined neural circuits by testing for associations between gene expression and white matter maturation. We then considered transcriptional and structural growth to test whether frontal cortex circuit maturation is unusually extended in humans relative to other species. We also considered gene expression and high-resolution diffusion MR tractography of adult brains to test for cross-species variation in frontal cortex circuits. We found that frontal cortex circuitry development is extended in primates, and concomitant with an expansion in corticocortical pathways compared with mice in adulthood. Importantly, we found that these parameters varied relatively little across humans and studied primates. These data identify a surprising collection of conserved features in frontal cortex circuits across humans and Old World monkeys. Our work demonstrates that integrating transcriptional and structural data across temporal dimensions is a robust approach to trace the evolution of brain pathways in primates.SIGNIFICANCE STATEMENT Diffusion MR tractography is an exciting method to explore pathways, but there are uncertainties in the accuracy of reconstructed tracts. We broaden the repertoire of toolkits to enhance our ability to trace human brain pathways from diffusion MR tractography. Our integrative approach finds corresponding ages across species and transcriptionally defines neural circuits. We used this information to test for variation in circuit maturation across species and found a surprising constellation of similar features in frontal cortex neural circuits across humans and primates. Integrating across scales of biological organization expands the repertoire of tools available to study pathways in primates, which opens new avenues to study pathways in health and diseases of the human brain.
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Affiliation(s)
- Christine J Charvet
- Department of Anatomy, Physiology and Pharmacology, College of Veterinary Medicine, Auburn University, Auburn, Alabama 36849-5518
- Delaware Center for Neuroscience, Delaware State University, Dover, Delaware 19901
| | - Kwadwo Ofori
- PhD Program in Neuroscience, Department in Biology, Delaware State University, Dover, Delaware 19901
| | - Christine Baucum
- Department of Biology, Bath Spa University, Bath BA2 9BN, United Kingdom
| | - Jianli Sun
- Delaware Center for Neuroscience, Delaware State University, Dover, Delaware 19901
| | - Melinda S Modrell
- Delaware Center for Neuroscience, Delaware State University, Dover, Delaware 19901
| | - Khan Hekmatyar
- Center for Biomedical and Brain Imaging Center, University of Delaware, Wilmington, Delaware 19716
| | - Brian L Edlow
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts 02114
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts 02129
| | - Andre J van der Kouwe
- Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Charlestown, Massachusetts 02129
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11
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Wilder L, Semendeferi K. Infant Brain Development and Plasticity from an Evolutionary Perspective. EVOLUTIONARY PSYCHOLOGY 2022. [DOI: 10.1007/978-3-030-76000-7_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022] Open
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12
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Zhong T, Wei J, Wu K, Chen L, Zhao F, Pei Y, Wang Y, Zhang H, Wu Z, Huang Y, Li T, Wang L, Chen Y, Ji W, Zhang Y, Li G, Niu Y. Longitudinal brain atlases of early developing cynomolgus macaques from birth to 48 months of age. Neuroimage 2021; 247:118799. [PMID: 34896583 DOI: 10.1016/j.neuroimage.2021.118799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 11/05/2021] [Accepted: 12/08/2021] [Indexed: 10/19/2022] Open
Abstract
Longitudinal brain imaging atlases with densely sampled time-points and ancillary anatomical information are of fundamental importance in studying early developmental characteristics of human and non-human primate brains during infancy, which feature extremely dynamic imaging appearance, brain shape and size. However, for non-human primates, which are highly valuable animal models for understanding human brains, the existing brain atlases are mainly developed based on adults or adolescents, denoting a notable lack of temporally densely-sampled atlases covering the dynamic early brain development. To fill this critical gap, in this paper, we construct a comprehensive set of longitudinal brain atlases and associated tissue probability maps (gray matter, white matter, and cerebrospinal fluid) with totally 12 time-points from birth to 4 years of age (i.e., 1, 2, 3, 4, 5, 6, 9, 12, 18, 24, 36, and 48 months of age) based on 175 longitudinal structural MRI scans from 39 typically-developing cynomolgus macaques, by leveraging state-of-the-art computational techniques tailored for early developing brains. Furthermore, to facilitate region-based analysis using our atlases, we also provide two popular hierarchy parcellations, i.e., cortical hierarchy maps (6 levels) and subcortical hierarchy maps (6 levels), on our longitudinal macaque brain atlases. These early developing atlases, which have the densest time-points during infancy (to the best of our knowledge), will greatly facilitate the studies of macaque brain development.
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Affiliation(s)
- Tao Zhong
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA; Guangdong Provincial Key Laboratory of Medical Image Processing, School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Jingkuan Wei
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, China; Yunnan Key Laboratory of Primate Biomedical Research, Kunming, China
| | - Kunhua Wu
- Department of MRI, the First People's Hospital of Yunnan Province, Kunming, China
| | - Liangjun Chen
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Fenqiang Zhao
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Yuchen Pei
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Ya Wang
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Hongjiang Zhang
- Department of MRI, the First People's Hospital of Yunnan Province, Kunming, China
| | - Zhengwang Wu
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Ying Huang
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Tengfei Li
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Li Wang
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA
| | - Yongchang Chen
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, China; Yunnan Key Laboratory of Primate Biomedical Research, Kunming, China
| | - Weizhi Ji
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, China; Yunnan Key Laboratory of Primate Biomedical Research, Kunming, China
| | - Yu Zhang
- Guangdong Provincial Key Laboratory of Medical Image Processing, School of Biomedical Engineering, Southern Medical University, Guangzhou, China
| | - Gang Li
- Department of Radiology and BRIC, University of North Carolina Chapel Hill, USA.
| | - Yuyu Niu
- State Key Laboratory of Primate Biomedical Research, Institute of Primate Translational Medicine, Kunming University of Science and Technology, Kunming, China; Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China; Yunnan Key Laboratory of Primate Biomedical Research, Kunming, China.
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13
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Vlasova RM, Iosif AM, Ryan AM, Funk LH, Murai T, Chen S, Lesh TA, Rowland DJ, Bennett J, Hogrefe CE, Maddock RJ, Gandal MJ, Geschwind DH, Schumann CM, Van de Water J, McAllister AK, Carter CS, Styner MA, Amaral DG, Bauman MD. Maternal Immune Activation during Pregnancy Alters Postnatal Brain Growth and Cognitive Development in Nonhuman Primate Offspring. J Neurosci 2021; 41:9971-9987. [PMID: 34607967 PMCID: PMC8638691 DOI: 10.1523/jneurosci.0378-21.2021] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Revised: 07/28/2021] [Accepted: 09/06/2021] [Indexed: 11/21/2022] Open
Abstract
Human epidemiological studies implicate exposure to infection during gestation in the etiology of neurodevelopmental disorders. Animal models of maternal immune activation (MIA) have identified the maternal immune response as the critical link between maternal infection and aberrant offspring brain and behavior development. Here we evaluate neurodevelopment of male rhesus monkeys (Macaca mulatta) born to MIA-treated dams (n = 14) injected with a modified form of the viral mimic polyinosinic:polycytidylic acid at the end of the first trimester. Control dams received saline injections at the same gestational time points (n = 10) or were untreated (n = 4). MIA-treated dams exhibited a strong immune response as indexed by transient increases in sickness behavior, temperature, and inflammatory cytokines. Although offspring born to control or MIA-treated dams did not differ on measures of physical growth and early developmental milestones, the MIA-treated animals exhibited subtle changes in cognitive development and deviated from species-typical brain growth trajectories. Longitudinal MRI revealed significant gray matter volume reductions in the prefrontal and frontal cortices of MIA-treated offspring at 6 months that persisted through the final time point at 45 months along with smaller frontal white matter volumes in MIA-treated animals at 36 and 45 months. These findings provide the first evidence of early postnatal changes in brain development in MIA-exposed nonhuman primates and establish a translationally relevant model system to explore the neurodevelopmental trajectory of risk associated with prenatal immune challenge from birth through late adolescence.SIGNIFICANCE STATEMENT Women exposed to infection during pregnancy have an increased risk of giving birth to a child who will later be diagnosed with a neurodevelopmental disorder. Preclinical maternal immune activation (MIA) models have demonstrated that the effects of maternal infection on fetal brain development are mediated by maternal immune response. Since the majority of MIA models are conducted in rodents, the nonhuman primate provides a unique system to evaluate the MIA hypothesis in a species closely related to humans. Here we report the first longitudinal study conducted in a nonhuman primate MIA model. MIA-exposed offspring demonstrate subtle changes in cognitive development paired with marked reductions in frontal gray and white matter, further supporting the association between prenatal immune challenge and alterations in offspring neurodevelopment.
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Affiliation(s)
- Roza M Vlasova
- Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina, 27514
| | - Ana-Maria Iosif
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Amy M Ryan
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
- California National Primate Research Center, University of California, Davis, California, 95616
| | - Lucy H Funk
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Takeshi Murai
- California National Primate Research Center, University of California, Davis, California, 95616
| | - Shuai Chen
- Division of Biostatistics, Department of Public Health Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Tyler A Lesh
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Douglas J Rowland
- Center for Genomic and Molecular Imaging, University of California, Davis, California, 95616
| | - Jeffrey Bennett
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Casey E Hogrefe
- California National Primate Research Center, University of California, Davis, California, 95616
| | - Richard J Maddock
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Michael J Gandal
- Neurogenetics Program, Department of Neurology, University of California, Los Angeles, California, 90095
| | - Daniel H Geschwind
- Neurogenetics Program, Department of Neurology, University of California, Los Angeles, California, 90095
| | - Cynthia M Schumann
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Judy Van de Water
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
- Rheumatology/Allergy and Clinical Immunology, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - A Kimberley McAllister
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
- Center for Neuroscience, University of California, Davis, California, 95618
| | - Cameron S Carter
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
| | - Martin A Styner
- Department of Psychiatry, University of North Carolina, Chapel Hill, North Carolina, 27514
- Department of Computer Science, University of North Carolina, Chapel Hill, North Carolina, 27599
| | - David G Amaral
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
- California National Primate Research Center, University of California, Davis, California, 95616
| | - Melissa D Bauman
- Department of Psychiatry and Behavioral Sciences, School of Medicine, University of California, Davis, Sacramento, California, 95817
- The MIND Institute, School of Medicine, University of California, Davis, Sacramento, California, 95817
- California National Primate Research Center, University of California, Davis, California, 95616
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14
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Scott JT, Bourne JA. Modelling behaviors relevant to brain disorders in the nonhuman primate: Are we there yet? Prog Neurobiol 2021; 208:102183. [PMID: 34728308 DOI: 10.1016/j.pneurobio.2021.102183] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 12/30/2022]
Abstract
Recent years have seen a profound resurgence of activity with nonhuman primates (NHPs) to model human brain disorders. From marmosets to macaques, the study of NHP species offers a unique window into the function of primate-specific neural circuits that are impossible to examine in other models. Examining how these circuits manifest into the complex behaviors of primates, such as advanced cognitive and social functions, has provided enormous insights to date into the mechanisms underlying symptoms of numerous neurological and neuropsychiatric illnesses. With the recent optimization of modern techniques to manipulate and measure neural activity in vivo, such as optogenetics and calcium imaging, NHP research is more well-equipped than ever to probe the neural mechanisms underlying pathological behavior. However, methods for behavioral experimentation and analysis in NHPs have noticeably failed to keep pace with these advances. As behavior ultimately lies at the junction between preclinical findings and its translation to clinical outcomes for brain disorders, approaches to improve the integrity, reproducibility, and translatability of behavioral experiments in NHPs requires critical evaluation. In this review, we provide a unifying account of existing brain disorder models using NHPs, and provide insights into the present and emerging contributions of behavioral studies to the field.
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Affiliation(s)
- Jack T Scott
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC, Australia
| | - James A Bourne
- Australian Regenerative Medicine Institute, Monash University, Clayton, VIC, Australia.
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15
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Rendina DN, Lubach GR, Lyte M, Phillips GJ, Gosain A, Pierre JF, Vlasova RM, Styner MA, Coe CL. Proteobacteria abundance during nursing predicts physical growth and brain volume at one year of age in young rhesus monkeys. FASEB J 2021; 35:e21682. [PMID: 34042210 DOI: 10.1096/fj.202002162r] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2020] [Revised: 04/20/2021] [Accepted: 05/06/2021] [Indexed: 01/01/2023]
Abstract
Over the last decade, multiple studies have highlighted the essential role of gut microbiota in normal infant development. However, the sensitive periods during which gut bacteria are established and become associated with physical growth and maturation of the brain are still poorly defined. This study tracked the assembly of the intestinal microbiota during the initial nursing period, and changes in community structure after transitioning to solid food in infant rhesus monkeys (Macaca mulatta). Anthropometric measures and rectal swabs were obtained at 2-month intervals across the first year of life and bacterial taxa identified by 16S rRNA gene sequencing. At 12 months of age, total brain and cortical regions volumes were quantified through structural magnetic resonance imaging. The bacterial community structure was dynamic and characterized by discrete maturational phases, reflecting an early influence of breast milk and the later transition to solid foods. Commensal microbial taxa varied with diet similar to findings in other animals and human infants; however, monkeys differ in the relative abundances of Lactobacilli and Bifidobacteria, two taxa predominant in breastfed human infants. Higher abundances of taxa in the phylum Proteobacteria during nursing were predictive of slower growth trajectories and smaller brain volumes at one year of age. Our findings define discrete phases of microbial succession in infant monkeys and suggest there may be a critical period during nursing when endogenous differences in certain taxa can shift the community structure and influence the pace of physical growth and the maturational trajectory of the brain.
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Affiliation(s)
- Danielle N Rendina
- Harlow Center, University of Wisconsin, Madison, WI, USA.,Department of Psychology and Neuroscience, Duke University, Durham, NC, USA
| | | | - Mark Lyte
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, IA, USA
| | - Gregory J Phillips
- Department of Veterinary Microbiology and Preventive Medicine, Iowa State University, Ames, IA, USA
| | - Ankush Gosain
- Department of Surgery, University of Tennessee Health Science Center, Memphis, TN, USA.,Children's Foundation Research Institute, Le Bonheur Children's Hospital, Memphis, TN, USA
| | - Joseph F Pierre
- Children's Foundation Research Institute, Le Bonheur Children's Hospital, Memphis, TN, USA.,Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN, USA
| | - Roza M Vlasova
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA.,Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
| | - Martin A Styner
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, USA.,Department of Computer Science, University of North Carolina, Chapel Hill, NC, USA
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16
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Kovacs-Balint ZA, Payne C, Steele J, Li L, Styner M, Bachevalier J, Sanchez MM. Structural development of cortical lobes during the first 6 months of life in infant macaques. Dev Cogn Neurosci 2021; 48:100906. [PMID: 33465553 PMCID: PMC7815644 DOI: 10.1016/j.dcn.2020.100906] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 12/06/2020] [Accepted: 12/17/2020] [Indexed: 12/20/2022] Open
Abstract
This study mapped the developmental trajectories of cortical regions in comparison to overall brain growth in typically developing, socially-housed infant macaques. Volumetric changes of cortical brain regions were examined longitudinally between 2-24 weeks of age (equivalent to the first 2 years in humans) in 21 male rhesus macaques. Growth of the prefrontal, frontal, parietal, occipital, and temporal cortices (visual and auditory) was examined using MRI and age-specific infant macaque brain atlases developed by our group. Results indicate that cortical volumetric development follows a cubic growth curve, but maturational timelines and growth rates are region-specific. Total intracranial volume (ICV) increased significantly during the first 5 months of life, leveling off thereafter. Prefrontal and temporal visual cortices showed fast volume increases during the first 16 weeks, followed by a plateau, and significant growth again between 20-24 weeks. Volume of the frontal and temporal auditory cortices increased substantially between 2-24 weeks. The parietal cortex showed a significant volume increase during the first 4 months, whereas the volume of the occipital lobe increased between 2-12 weeks and plateaued thereafter. These developmental trajectories show similarities to cortical growth in human infants, providing foundational information necessary to build nonhuman primate (NHP) models of human neurodevelopmental disorders.
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Affiliation(s)
- Z A Kovacs-Balint
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, United States
| | - C Payne
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, United States; Marcus Autism Center, Children's Healthcare of Atlanta, Atlanta, GA, 30329, United States
| | - J Steele
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, United States
| | - L Li
- Marcus Autism Center, Children's Healthcare of Atlanta, Atlanta, GA, 30329, United States; Department of Pediatrics, School of Medicine, Emory University, Atlanta, GA, 30322, United States
| | - M Styner
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC, 27514, United States
| | - J Bachevalier
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, United States; Department of Psychology, Emory University, Atlanta, GA, 30322, United States
| | - M M Sanchez
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, 30329, United States; Department of Psychiatry & Behavioral Sciences, School of Medicine, Emory University, Atlanta, GA, 30322, United States.
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17
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Vlasova RM, Wang Q, Willette A, Styner MA, Lubach GR, Kling PJ, Georgieff MK, Rao RB, Coe CL. Infantile Iron Deficiency Affects Brain Development in Monkeys Even After Treatment of Anemia. Front Hum Neurosci 2021; 15:624107. [PMID: 33716694 PMCID: PMC7947927 DOI: 10.3389/fnhum.2021.624107] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Accepted: 01/25/2021] [Indexed: 12/26/2022] Open
Abstract
A high percent of oxidative energy metabolism is needed to support brain growth during infancy. Unhealthy diets and limited nutrition, as well as other environmental insults, can compromise these essential developmental processes. In particular, iron deficiency anemia (IDA) has been found to undermine both normal brain growth and neurobehavioral development. Even moderate ID may affect neural maturation because when iron is limited, it is prioritized first to red blood cells over the brain. A primate model was used to investigate the neural effects of a transient ID and if deficits would persist after iron treatment. The large size and postnatal growth of the monkey brain makes the findings relevant to the metabolic and iron needs of human infants, and initiating treatment upon diagnosis of anemia reflects clinical practice. Specifically, this analysis determined whether brain maturation would still be compromised at 1 year of age if an anemic infant was treated promptly once diagnosed. The hematology and iron status of 41 infant rhesus monkeys was screened at 2-month intervals. Fifteen became ID; 12 met clinical criteria for anemia and were administered iron dextran and B vitamins for 1-2 months. MRI scans were acquired at 1 year. The volumetric and diffusion tensor imaging (DTI) measures from the ID infants were compared with monkeys who remained continuously iron sufficient (IS). A prior history of ID was associated with smaller total brain volumes, driven primarily by significantly less total gray matter (GM) and smaller GM volumes in several cortical regions. At the macrostructual level, the effect on white matter volumes (WM) was not as overt. However, DTI analyses of WM microstructure indicated two later-maturating anterior tracts were negatively affected. The findings reaffirm the importance of iron for normal brain development. Given that brain differences were still evident even after iron treatment and following recovery of iron-dependent hematological indices, the results highlight the importance of early detection and preemptive supplementation to limit the neural consequences of ID.
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Affiliation(s)
- Roza M. Vlasova
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Qian Wang
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, United States
| | - Auriel Willette
- Department of Food Science and Human Nutrition, Iowa State University, Ames, IA, United States
| | - Martin A. Styner
- Department of Psychiatry, The University of North Carolina at Chapel Hill, Chapel Hill, NC, United States
| | - Gabriele R. Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, United States
| | - Pamela J. Kling
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI, United States
| | - Michael K. Georgieff
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
| | - Raghavendra B. Rao
- Department of Pediatrics, University of Minnesota, Minneapolis, MN, United States
| | - Christopher L. Coe
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, United States
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18
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Young JT, Vlasova RM, Howell BR, Knickmeyer RC, Morin E, Kuitchoua KI, Lubach GR, Noel J, Hu X, Shi Y, Caudill G, Alexander AL, Niethammer M, Paule MG, Coe CL, Sanchez M, Styner M. General anaesthesia during infancy reduces white matter micro-organisation in developing rhesus monkeys. Br J Anaesth 2021; 126:845-853. [PMID: 33549320 DOI: 10.1016/j.bja.2020.12.029] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 12/04/2020] [Accepted: 12/24/2020] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Non-human primates are commonly used in neuroimaging research for which general anaesthesia or sedation is typically required for data acquisition. In this analysis, the cumulative effects of exposure to ketamine, Telazol® (tiletamine and zolazepam), and the inhaled anaesthetic isoflurane on early brain development were evaluated in two independent cohorts of typically developing rhesus macaques. METHODS Diffusion MRI scans were analysed from 43 rhesus macaques (20 females and 23 males) at either 12 or 18 months of age from two separate primate colonies. RESULTS Significant, widespread reductions in fractional anisotropy with corresponding increased axial, mean, and radial diffusivity were observed across the brain as a result of repeated anaesthesia exposures. These effects were dose dependent and remained after accounting for age and sex at time of exposure in a generalised linear model. Decreases of up to 40% in fractional anisotropy were detected in some brain regions. CONCLUSIONS Multiple exposures to commonly used anaesthetics were associated with marked changes in white matter microstructure. This study is amongst the first to examine clinically relevant anaesthesia exposures on the developing primate brain. It will be important to examine if, or to what degree, the maturing brain can recover from these white matter changes.
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Affiliation(s)
- Jeffrey T Young
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Roza M Vlasova
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Brittany R Howell
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Rebecca C Knickmeyer
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Elyse Morin
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Kaela I Kuitchoua
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Gabriele R Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Jean Noel
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Xiaoping Hu
- Department of Bioengineering, University of California, Riverside, CA, USA
| | - Yundi Shi
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Gibson Caudill
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Andrew L Alexander
- Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, WI, USA
| | - Marc Niethammer
- Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Merle G Paule
- Division of Neurotoxicology, National Center for Toxicological Research, US Food & Drug Administration, Jefferson, AR, USA
| | - Christopher L Coe
- Harlow Center for Biological Psychology, University of Wisconsin-Madison, Madison, WI, USA
| | - Mar Sanchez
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA; Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Emory University, Atlanta, GA, USA
| | - Martin Styner
- Department of Psychiatry University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Computer Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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19
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Knickmeyer RC, Nguyen CT, Young JT, Haunton A, Kosorok MR, Gilmore JH, Styner M, Rothmond DA, Noble PL, Lenroot R, Weickert CS. Impact of gonadectomy on maturational changes in brain volume in adolescent macaques. Psychoneuroendocrinology 2021; 124:105068. [PMID: 33260081 PMCID: PMC8121100 DOI: 10.1016/j.psyneuen.2020.105068] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 09/29/2020] [Accepted: 11/12/2020] [Indexed: 10/23/2022]
Abstract
Adolescence is a transitional period between childhood and adulthood characterized by significant changes in global and regional brain tissue volumes. It is also a period of increasing vulnerability to psychiatric illness. The relationship between these patterns and increased levels of circulating sex steroids during adolescence remains unclear. The objective of the current study was to determine whether gonadectomy, prior to puberty, alters adolescent brain development in male rhesus macaques. Ninety-six structural MRI scans were acquired from 12 male rhesus macaques (8 time points per animal over a two-year period). Six animals underwent gonadectomy and 6 animals underwent a sham operation at 29 months of age. Mixed-effects models were used to determine whether gonadectomy altered developmental trajectories of global and regional brain tissue volumes. We observed a significant effect of gonadectomy on the developmental trajectory of prefrontal gray matter (GM), with intact males showing peak volumes around 3.5 years of age with a subsequent decline. In contrast, prefrontal GM volumes continued to increase in gonadectomized males until the end of the study. We did not observe a significant effect of gonadectomy on prefrontal white matter or on any other global or regional brain tissue volumes, though we cannot rule out that effects might be detected in a larger sample. Results suggest that the prefrontal cortex is more vulnerable to gonadectomy than other brain regions.
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Affiliation(s)
- Rebecca C. Knickmeyer
- Michigan State University, Institute for Quantitative Health Science and Engineering, Room 2114, Bio Engineering Facility, 775 Woodlot Dr., East Lansing, MI, 48824 USA,University of North Carolina at Chapel Hill, Department of Psychiatry, Campus Box #7160, Chapel Hill, NC 27599-7160, USA
| | - Crystal T. Nguyen
- University of North Carolina at Chapel Hill, Department of Biostatistics, Campus Box #7420, Chapel Hill, NC 27599-7420, USA
| | - Jeffrey T. Young
- University of North Carolina at Chapel Hill, Department of Psychiatry, Campus Box #7160, Chapel Hill, NC 27599-7160, USA
| | - Anne Haunton
- North Carolina School of Science and Mathematics, 1219 Broad St, Durham, NC 27705, USA.
| | - Michael R. Kosorok
- University of North Carolina at Chapel Hill, Department of Biostatistics, Campus Box #7420, Chapel Hill, NC 27599-7420, USA
| | - John H. Gilmore
- University of North Carolina at Chapel Hill, Department of Psychiatry, Campus Box #7160, Chapel Hill, NC 27599-7160, USA
| | - Martin Styner
- University of North Carolina at Chapel Hill, Department of Psychiatry, Campus Box #7160, Chapel Hill, NC 27599-7160, USA; University of North Carolina at Chapel Hill, Department of Computer Science, Campus Box #3175, Chapel Hill, NC 27599-3175, USA.
| | - Debora A. Rothmond
- Schizophrenia Research Laboratory, Neuroscience Research Australia, Randwick NSW 2031, Australia
| | - Pamela L. Noble
- Laboratory of Neuropsychology, National Institute for Mental Health, National Institutes of Health, Bethesda, MD 20892-9663
| | - Rhoshel Lenroot
- University of New Mexico, Department of Psychiatry and Behavioral Sciences, Albuquerque, NM 87131, USA.
| | - Cynthia Shannon Weickert
- School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, NSW 2052, Australia; Department of Neuroscience & Physiology, Upstate Medical University, Syracuse, NY 13210, USA.
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20
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Lv Q, Yan M, Shen X, Wu J, Yu W, Yan S, Yang F, Zeljic K, Shi Y, Zhou Z, Lv L, Hu X, Menon R, Wang Z. Normative Analysis of Individual Brain Differences Based on a Population MRI-Based Atlas of Cynomolgus Macaques. Cereb Cortex 2021; 31:341-355. [PMID: 32844170 PMCID: PMC7727342 DOI: 10.1093/cercor/bhaa229] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 07/05/2020] [Accepted: 07/27/2020] [Indexed: 01/09/2023] Open
Abstract
The developmental trajectory of the primate brain varies substantially with aging across subjects. However, this ubiquitous variability between individuals in brain structure is difficult to quantify and has thus essentially been ignored. Based on a large-scale structural magnetic resonance imaging dataset acquired from 162 cynomolgus macaques, we create a species-specific 3D template atlas of the macaque brain, and deploy normative modeling to characterize individual variations of cortical thickness (CT) and regional gray matter volume (GMV). We observed an overall decrease in total GMV and mean CT, and an increase in white matter volume from juvenile to early adult. Specifically, CT and regional GMV were greater in prefrontal and temporal cortices relative to early unimodal areas. Age-dependent trajectories of thickness and volume for each cortical region revealed an increase in the medial temporal lobe, and decreases in all other regions. A low percentage of highly individualized deviations of CT and GMV were identified (0.0021%, 0.0043%, respectively, P < 0.05, false discovery rate [FDR]-corrected). Our approach provides a natural framework to parse individual neuroanatomical differences for use as a reference standard in macaque brain research, potentially enabling inferences regarding the degree to which behavioral or symptomatic variables map onto brain structure in future disease studies.
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Affiliation(s)
- Qiming Lv
- National Resource Center for Non-human Primates, Kunming Primate Research Center, and National Research Facility for Phenotypic & Genetic Analysis of Model Animals (Primate Facility), Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, China
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Mingchao Yan
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Xiangyu Shen
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Jing Wu
- National Resource Center for Non-human Primates, Kunming Primate Research Center, and National Research Facility for Phenotypic & Genetic Analysis of Model Animals (Primate Facility), Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Wenwen Yu
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Shengyao Yan
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Feng Yang
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Kristina Zeljic
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
| | - Yuequan Shi
- Department of Radiology, Fujian Provincial Maternity and Children’s Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Zuofu Zhou
- Department of Radiology, Fujian Provincial Maternity and Children’s Hospital of Fujian Medical University, Fuzhou, Fujian, China
| | - Longbao Lv
- National Resource Center for Non-human Primates, Kunming Primate Research Center, and National Research Facility for Phenotypic & Genetic Analysis of Model Animals (Primate Facility), Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Xintian Hu
- National Resource Center for Non-human Primates, Kunming Primate Research Center, and National Research Facility for Phenotypic & Genetic Analysis of Model Animals (Primate Facility), Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, China
| | - Ravi Menon
- Centre for Functional and Metabolic Mapping, Robarts Research Institute, Western University, London, Ontario, Canada
- Department of Medical Biophysics, Western University, London, Ontario, Canada
| | - Zheng Wang
- National Resource Center for Non-human Primates, Kunming Primate Research Center, and National Research Facility for Phenotypic & Genetic Analysis of Model Animals (Primate Facility), Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan, China
- University of Chinese Academy of Sciences, Beijing, China
- Institute of Neuroscience, CAS Center for Excellence in Brain Science and Intelligence Technology, State Key Laboratory of Neuroscience, CAS Key Laboratory of Primate Neurobiology, Chinese Academy of Sciences, Shanghai, China
- Shanghai Center for Brain Science and Brain-inspired Intelligence Technology, Shanghai, China
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21
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Kim J, Jung Y, Barcus R, Bachevalier JH, Sanchez MM, Nader MA, Whitlow CT. Rhesus Macaque Brain Developmental Trajectory: A Longitudinal Analysis Using Tensor-Based Structural Morphometry and Diffusion Tensor Imaging. Cereb Cortex 2020; 30:4325-4335. [PMID: 32239147 PMCID: PMC7325797 DOI: 10.1093/cercor/bhaa015] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 01/09/2020] [Accepted: 01/17/2020] [Indexed: 12/28/2022] Open
Abstract
The typical developmental trajectory of brain structure among nonhuman primates (NHPs) remains poorly understood. In this study, we characterized the normative trajectory of developmental change among a cohort of rhesus monkeys (n = 28), ranging in age from 2 to 22 months, using structural MRI datasets that were longitudinally acquired every 3-4 months. We hypothesized that NHP-specific transient intracranial volume decreases reported during late infancy would be part of the typical developmental process, which is driven by volumetric contraction of gray matter in primary functional areas. To this end, we performed multiscale analyses from the whole brain to voxel level, characterizing regional heterogeneity, hemispheric asymmetry, and sexual dimorphism in developmental patterns. The longitudinal trajectory of brain development was explained by three different regional volumetric growth patterns (exponentially decreasing, undulating, and linearly increasing), which resulted in developmental brain volume curves with transient brain volumetric decreases. White matter (WM) fractional anisotropy increased with age, corresponding to WM volume increases, while mean diffusivity (MD) showed biphasic patterns. The longitudinal trajectory of brain development in young rhesus monkeys follows typical maturation patterns seen in humans, but regional volumetric and MD changes are more dynamic in rhesus monkeys compared with humans, with marked decreases followed by "rebound-like" increases.
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Affiliation(s)
- Jeongchul Kim
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Youngkyoo Jung
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Richard Barcus
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Jocelyne H Bachevalier
- Department of Psychology, Emory University, Atlanta, GA 30322, USA
- Division of Developmental and Cognitive Neuroscience, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Mar M Sanchez
- Division of Developmental and Cognitive Neuroscience, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Michael A Nader
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Center for Research on Substance Use and Addiction, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Clinical and Translational Science Institute, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
| | - Christopher T Whitlow
- Radiology Informatics and Image Processing Laboratory (RIIPL), Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Radiology, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Biomedical Engineering, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Center for Research on Substance Use and Addiction, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Clinical and Translational Science Institute, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA
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22
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Hecht EE, Reilly OT, Benítez ME, Phillips KA, Brosnan SF. Sex differences in the brains of capuchin monkeys (Sapajus [Cebus] apella). J Comp Neurol 2020; 529:327-339. [PMID: 32410227 DOI: 10.1002/cne.24950] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Revised: 04/20/2020] [Accepted: 05/06/2020] [Indexed: 11/10/2022]
Abstract
This study reports an analysis of 20 T1-weighted magnetic resonance imaging scans from tufted capuchin monkeys (5 male, 15 female). We carried out a data-driven, whole-brain volumetric analysis on regional gray matter anatomy using voxel-based morphometry. This revealed that males showed statistically significant expansion of a region of the hypothalamus, while females showed significant expansion in a distributed set of regions, including the cerebellum, early visual cortex, and higher-order visual regions spanning occipital and temporal cortex. In order to elucidate the network connectivity of these regions, we employed probabilistic tractography on diffusion tensor imaging data. This showed that the female-enlarged regions connect with distributed association networks across the brain. Notably, this contrasts with rodent studies, where sex differences are focused in deep, ancestral limbic regions involved in the control of reproductive behavior. Additionally, in our data set, for several regions, male and female volumetric measures were completely nonoverlapping. This contrasts with human studies, where sex differences in cortical regions have been reported but are characterized by overlapping rather than divergent male and female values. We suggest that these results can be understood in the context of the different lifetime experiences of males and females, which may produce increased experience-dependent cortical plasticity in capuchins compared to rodents, and in humans compared to capuchins.
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Affiliation(s)
- Erin E Hecht
- Department of Human Evolutionary Biology, Harvard University, Cambridge, Massachusetts, USA
| | - Olivia T Reilly
- Department of Psychology, Georgia State University, Atlanta, Georgia, USA.,Language Research Center, Georgia State University, Atlanta, Georgia, USA
| | - Marcela E Benítez
- Department of Psychology, Georgia State University, Atlanta, Georgia, USA.,Language Research Center, Georgia State University, Atlanta, Georgia, USA.,Center for Behavioral Neuroscience, Georgia State University, Atlanta, Georgia, USA
| | - Kimberley A Phillips
- Department of Psychology, Trinity University, San Antonio, Texas, USA.,Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, Texas, USA
| | - Sarah F Brosnan
- Department of Psychology, Georgia State University, Atlanta, Georgia, USA.,Language Research Center, Georgia State University, Atlanta, Georgia, USA.,Center for Behavioral Neuroscience, Georgia State University, Atlanta, Georgia, USA.,Neuroscience Institute, Georgia State University, Atlanta, Georgia, USA
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23
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Reding KM, Styner MM, Wilson ME, Toufexis D, Sanchez MM. Social subordination alters estradiol-induced changes in cortico-limbic brain volumes in adult female rhesus monkeys. Psychoneuroendocrinology 2020; 114:104592. [PMID: 32023501 PMCID: PMC7178918 DOI: 10.1016/j.psyneuen.2020.104592] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2019] [Revised: 12/10/2019] [Accepted: 01/22/2020] [Indexed: 12/30/2022]
Abstract
Women have a higher risk of developing stress-related disorders compared to men and the experience of a stressful life event is a potent risk-factor. The rodent literature suggests that chronic exposure to stressors as well as 17β-estradiol (E2) can result in alterations in neuronal structure in corticolimbic brain regions, however the translation of these data to humans is limited by the nature of the stressor experienced and issues of brain homology. To address these limitations, we used a well-validated rhesus monkey model of social subordination to examine effects of E2 treatment on subordinate (high stress) and dominant (low stress) female brain structure, including regional gray matter and white matter volumes using structural magnetic resonance imaging. Our results show that one month of E2 treatment in ovariectomized females, compared to control (no) treatment, decreased frontal cortex gray matter volume regardless of social status. In contrast, in the cingulate cortex, an area associated with stress-induced emotional processing, E2 decreased grey matter volume in subordinates but increased it in dominant females. Together these data suggest that physiologically relevant levels of E2 alter cortical gray matter volumes in females after only one month of treatment and interact with chronic social stress to modulate these effects on brain structure.
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Affiliation(s)
| | - Martin M. Styner
- Department of Psychiatry, University of North Carolina – Chapel Hill
| | - Mark E. Wilson
- Yerkes National Primate Research Center, Emory University,,Department of Psychiatry & Behavioral Sciences, Emory University
| | - Donna Toufexis
- Department of Psychological Science, University of Vermont
| | - Mar M. Sanchez
- Yerkes National Primate Research Center, Emory University,,Department of Psychiatry & Behavioral Sciences, Emory University
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24
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Chen HZ, Yang HY, Zhong K, Li JL. Preliminary study on fine structures of subcortical nuclei in rhesus monkeys by ex vivo 9.4 T MRI. Zool Res 2020; 41:199-202. [PMID: 31945811 PMCID: PMC7109013 DOI: 10.24272/j.issn.2095-8137.2020.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Huan-Zhi Chen
- Key Laboratory of Animal Models and Human Disease Mechanisms of Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, Yunnan 650223, China
| | - Hong-Yi Yang
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China
| | - Kai Zhong
- High Magnetic Field Laboratory, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei, Anhui 230031, China.,CAS Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Hefei, Anhui 230031, China
| | - Jia-Li Li
- Key Laboratory of Animal Models and Human Disease Mechanisms of Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.,CAS Center for Excellence in Animal Evolution and Genetics, Chinese Academy of Sciences, Kunming, Yunnan 650223, China.,Kunming Primate Research Center of the Chinese Academy of Sciences, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, Yunnan 650223, China. E-mail:
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25
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Reding KM, Grayson DS, Miranda-Dominguez O, Ray S, Wilson ME, Toufexis D, Fair DA, Sanchez MM. Effects of social subordination and oestradiol on resting-state amygdala functional connectivity in adult female rhesus monkeys. J Neuroendocrinol 2020; 32:e12822. [PMID: 31846515 PMCID: PMC7066536 DOI: 10.1111/jne.12822] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 10/17/2019] [Accepted: 12/12/2019] [Indexed: 12/18/2022]
Abstract
Preclinical studies demonstrate that chronic stress modulates the effects of oestradiol (E2) on behaviour through the modification of the amygdala and the medial prefrontal cortex (mPFC) neuronal structure. Clinical studies suggest that alterations in amygdala functional connectivity (FC) with the mPFC may be associated with stress-related phenotypes, including mood and anxiety disorders. Thus, identifying the effects of stress and E2 on amygdala-mPFC circuits is critical for understanding the neurobiology underpinning the vulnerability to stress-related disorders in women. In the present study, we used a well-validated rhesus monkey model of chronic psychosocial stress (subordinate social rank) to examine effects of E2 on subordinate (SUB) (i.e. high stress) and dominant (DOM) (i.e. low stress) female resting-state amygdala FC with the mPFC and with the whole-brain. In the non-E2 treatment control condition, SUB was associated with stronger left amygdala FC to subgenual cingulate (Brodmann area [BA] 25: BA25), a region implicated in several psychopathologies in people. In SUB females, E2 treatment strengthened right amygdala-BA25 FC, induced a net positive amygdala-visual cortex FC that was positively associated with frequency of submissive behaviours, and weakened positive amygdala-para/hippocampus FC. Our findings show that subordinate social rank alters amygdala FC and the impact of E2 on amygdala FC with BA25 and with regions involved in visual processing and memory encoding.
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Affiliation(s)
- Katherine M. Reding
- Division of Developmental and Cognitive Neuroscience,
Yerkes National Primate Research Center, Emory University
| | - David S. Grayson
- Center for Neuroscience, University of California –
Davis
- Departments of Behavioral Neuroscience, Psychiatry, and
Advanced Imaging Research Center, Oregon Health and Science University
| | - Oscar Miranda-Dominguez
- Departments of Behavioral Neuroscience, Psychiatry, and
Advanced Imaging Research Center, Oregon Health and Science University
| | - Siddarth Ray
- Departments of Behavioral Neuroscience, Psychiatry, and
Advanced Imaging Research Center, Oregon Health and Science University
| | - Mark E. Wilson
- Division of Developmental and Cognitive Neuroscience,
Yerkes National Primate Research Center, Emory University
- Department of Psychiatry & Behavioral Sciences, Emory
University
| | - Donna Toufexis
- Department of Psychological Science, University of
Vermont
| | - Damien A. Fair
- Departments of Behavioral Neuroscience, Psychiatry, and
Advanced Imaging Research Center, Oregon Health and Science University
| | - Mar M. Sanchez
- Division of Developmental and Cognitive Neuroscience,
Yerkes National Primate Research Center, Emory University
- Department of Psychiatry & Behavioral Sciences, Emory
University
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26
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Sawiak SJ, Shiba Y, Oikonomidis L, Windle CP, Santangelo AM, Grydeland H, Cockcroft G, Bullmore ET, Roberts AC. Trajectories and Milestones of Cortical and Subcortical Development of the Marmoset Brain From Infancy to Adulthood. Cereb Cortex 2019; 28:4440-4453. [PMID: 30307494 PMCID: PMC6215464 DOI: 10.1093/cercor/bhy256] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Accepted: 09/13/2018] [Indexed: 01/04/2023] Open
Abstract
With increasing attention on the developmental causes of neuropsychiatric disorders, appropriate animal models are crucial to identifying causes and assessing potential interventions. The common marmoset is an ideal model as it has sophisticated social/emotional behavior, reaching adulthood within 2 years of birth. Magnetic resonance imaging was used in an accelerated longitudinal cohort (n = 41; aged 3–27 months; scanned 2–7 times over 2 years). Splines were used to model nonlinear trajectories of grey matter volume development in 53 cortical areas and 16 subcortical nuclei. Generally, volumes increased before puberty, peaked, and declined into adulthood. We identified 3 milestones of grey matter development: I) age at peak volume; II) age at onset of volume decline; and III) age at maximum rate of volume decline. These milestones differentiated growth trajectories of primary sensory/motor cortical areas from those of association cortex but also revealed distinct trajectories between association cortices. Cluster analysis of trajectories showed that prefrontal cortex was the most heterogenous of association regions, comprising areas with distinct milestones and developmental trajectories. These results highlight the potential of high-field structural MRI to define the dynamics of primate brain development and importantly to identify when specific prefrontal circuits may be most vulnerable to environmental impact.
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Affiliation(s)
- S J Sawiak
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Wolfson Brain Imaging Centre, University of Cambridge, Box 65 Addenbrooke's Hospital, Cambridge, UK
| | - Y Shiba
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
| | - L Oikonomidis
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
| | - C P Windle
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
| | - A M Santangelo
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
| | - H Grydeland
- Department of Psychiatry, University of Cambridge, Cambridge, UK.,Research Group for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo, Norway
| | - G Cockcroft
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
| | - E T Bullmore
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Wolfson Brain Imaging Centre, University of Cambridge, Box 65 Addenbrooke's Hospital, Cambridge, UK.,Department of Psychiatry, University of Cambridge, Cambridge, UK.,ImmunoPsychiatry, GlaxoSmithKline Research and Development, Stevenage, UK
| | - A C Roberts
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Downing Site, UK.,Department of Physiology, Development and Neuroscience, University of Cambridge, Downing Street, Cambridge, UK
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27
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Arora T, Zhang L, Prasad P. Development of a Subhuman Primate Brain Finite Element Model to Investigate Brain Injury Thresholds Induced by Head Rotation. STAPP CAR CRASH JOURNAL 2019; 63:65-82. [PMID: 32311052 DOI: 10.4271/2019-22-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
An anatomically detailed rhesus monkey brain FE model was developed to simulate in vivo responses of the brain of sub-human primates subjected to rotational accelerations resulting in diffuse axonal injury (DAI). The material properties used in the monkey model are those in the GHBMC 50th percentile male head model (Global Human Body Model Consortium). The angular loading simulations consisted of coronal, oblique and sagittal plane rotations with the center of rotation in neck to duplicate experimental conditions. Maximum principal strain (MPS) and Cumulative strain damage measure (CSDM) were analyzed for various white matter structures such as the cerebrum subcortical white matter, corpus callosum and brainstem. The MPS in coronal rotation were 45% to 54% higher in the brainstem, 8% to 48% higher in the corpus callosum, 13% to 22% higher in the white matter when compared to those in oblique and sagittal rotations, suggesting that more severe DAI was expected from coronal and oblique rotations as compared to that from sagittal rotation. The level 1+ DAI was associated with 1.3 to 1.42 MPS and 50% CSDM (0.5) responses in the brainstem, corpus callosum and cerebral white matter. The mass scaling method, sometimes referred to as Holbourn's inverse 2/3 power law, used for development of human brain injury criterion was evaluated to understand the effect of geometrical and anatomical differences between human and animal head. Based on simulations conducted with the animal and human models in three different planes - sagittal, coronal and horizontal - the scaling from animal to human models are not supported due to lack of geometrical similitude between the animal and human brains. Thus, the scaling method used in the development of brain injury criterion for rotational acceleration/velocity is unreliable.
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28
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Howell BR, Ahn M, Shi Y, Godfrey JR, Hu X, Zhu H, Styner M, Sanchez MM. Disentangling the effects of early caregiving experience and heritable factors on brain white matter development in rhesus monkeys. Neuroimage 2019; 197:625-642. [PMID: 30978495 PMCID: PMC7179761 DOI: 10.1016/j.neuroimage.2019.04.013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 03/30/2019] [Accepted: 04/03/2019] [Indexed: 10/27/2022] Open
Abstract
Early social experiences, particularly maternal care, shape behavioral and physiological development in primates. Thus, it is not surprising that adverse caregiving, such as child maltreatment leads to a vast array of poor developmental outcomes, including increased risk for psychopathology across the lifespan. Studies of the underlying neurobiology of this risk have identified structural and functional alterations in cortico-limbic brain circuits that seem particularly sensitive to these early adverse experiences and are associated with anxiety and affective disorders. However, it is not understood how these neurobiological alterations unfold during development as it is very difficult to study these early phases in humans, where the effects of maltreatment experience cannot be disentangled from heritable traits. The current study examined the specific effects of experience ("nurture") versus heritable factors ("nature") on the development of brain white matter (WM) tracts with putative roles in socioemotional behavior in primates from birth through the juvenile period. For this we used a randomized crossfostering experimental design in a naturalistic rhesus monkey model of infant maltreatment, where infant monkeys were randomly assigned at birth to either a mother with a history of maltreating her infants, or a competent mother. Using a longitudinal diffusion tensor imaging (DTI) atlas-based tract-profile approach we identified widespread, but also specific, maturational changes on major brain tracts, as well as alterations in a measure of WM integrity (fractional anisotropy, FA) in the middle longitudinal fasciculus (MdLF) and the inferior longitudinal fasciculus (ILF), of maltreated animals, suggesting decreased structural integrity in these tracts due to early adverse experience. Exploratory voxelwise analyses confirmed the tract-based approach, finding additional effects of early adversity, biological mother, social dominance rank, and sex in other WM tracts. These results suggest tract-specific effects of postnatal maternal care experience versus heritable or biological factors on primate WM microstructural development. Further studies are needed to determine the specific behavioral outcomes and biological mechanisms associated with these alterations in WM integrity.
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Affiliation(s)
- Brittany R Howell
- Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA, USA; Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA; Institute of Child Development, University of Minnesota, Minneapolis, MN, USA.
| | - Mihye Ahn
- Department of Mathematics and Statistics, University of Nevada, Reno, NV, USA; Department of Biostatistics and Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, NC, USA
| | - Yundi Shi
- Department. of Psychiatry and Computer Science, University of North Carolina, Chapel Hill, NC, USA
| | - Jodi R Godfrey
- Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
| | - Xiaoping Hu
- Biomedical Imaging Technology Center, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Hongtu Zhu
- Department of Biostatistics and Biomedical Research Imaging Center, University of North Carolina, Chapel Hill, NC, USA
| | - Martin Styner
- Department. of Psychiatry and Computer Science, University of North Carolina, Chapel Hill, NC, USA
| | - Mar M Sanchez
- Department of Psychiatry & Behavioral Sciences, Emory University, Atlanta, GA, USA; Yerkes National Primate Research Center, Emory University, Atlanta, GA, USA
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29
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Schumann CM, Scott JA, Lee A, Bauman MD, Amaral DG. Amygdala growth from youth to adulthood in the macaque monkey. J Comp Neurol 2019; 527:3034-3045. [PMID: 31173365 DOI: 10.1002/cne.24728] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2019] [Revised: 05/09/2019] [Accepted: 05/10/2019] [Indexed: 11/11/2022]
Abstract
Emerging evidence suggests that the human amygdala undergoes extensive growth through adolescence, coinciding with the acquisition of complex socioemotional learning. Our objective was to longitudinally map volumetric growth of the nonhuman primate amygdala in a controlled, naturalistic social environment from birth to adulthood. Magnetic resonance images were collected at five time-points in 24 male and female rhesus macaques from 6 months to adulthood at 5 years. We then compared amygdala growth to other brain regions, including newly collected isocortical gray and white matter volumes, and previously published data on the same cohort. We found that amygdala volume increases by nearly 50% from age 6 months to 5 years. This dramatic growth is in contrast to overall brain and hippocampal volume, which peak near 3 years, white matter, which slows from 3 to 5 years, and isocortical gray, which has a net decrease. Similar to isocortical gray and hippocampal volumes, amygdala volume is ~8% larger in males than females. Rate of growth does not differ by sex. Although the underlying neurobiological substrate for protracted amygdala growth into adulthood is unclear, we propose it may be due in part to the unique cellular development of immature neurons in paralaminar nucleus that mature in size and connectivity with age. Prolonged amygdala maturation raises the possibility that environmental and genetic perturbations that disrupt this trajectory may contribute to the emergence of psychiatric disorders, such as anxiety, depression, schizophrenia, and autism; all in which the amygdala is strongly implicated.
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Affiliation(s)
- Cynthia M Schumann
- Department of Psychiatry and Behavioral Sciences; and the MIND Institute, University of California, Davis School of Medicine, Sacramento, California
| | - Julia A Scott
- Department of Bioengineering, Santa Clara University, Santa Clara, California
| | - Aaron Lee
- Center for Virtual Care, University of California, Davis School of Medicine, Sacramento, California
| | - Melissa D Bauman
- Department of Psychiatry and Behavioral Sciences; and the MIND Institute, University of California, Davis School of Medicine, Sacramento, California.,California National Primate Research Center, University of California, Davis, California
| | - David G Amaral
- Department of Psychiatry and Behavioral Sciences; and the MIND Institute, University of California, Davis School of Medicine, Sacramento, California.,California National Primate Research Center, University of California, Davis, California
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30
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Chronic Alcohol Drinking Slows Brain Development in Adolescent and Young Adult Nonhuman Primates. eNeuro 2019; 6:eN-NWR-0044-19. [PMID: 30993181 PMCID: PMC6464511 DOI: 10.1523/eneuro.0044-19.2019] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 03/13/2019] [Accepted: 03/15/2019] [Indexed: 12/19/2022] Open
Abstract
The transition from adolescence to adulthood is associated with brain remodeling in the final stages of developmental growth. It is also a period when a large proportion of this age group engages in binge alcohol drinking (occasional consumption of four to five drinks leading to intoxication) and heavy alcohol drinking (binge drinking on ≥5 d in a month). Here we report on magnetic resonance imaging of developmental changes in the brain occurring during late adolescence and early adulthood (3.5-7.5 years of age) in a rhesus macaque model of alcohol self-administration. Monkeys were imaged prior to alcohol exposure, and following ∼6 and ∼12 months of daily (22 h/d) access to ethanol and water. The results revealed that the brain volume increases by 1 ml/1.87 years throughout the late adolescence and early adulthood in controls. Heavy alcohol drinking reduced the rate of brain growth by 0.25 ml/year per 1 g/kg daily ethanol. Cortical volume increased throughout this period with no significant effect of alcohol drinking on the cortical growth rate. In subcortical regions, age-dependent increases in the volumes of globus pallidus, thalamus, brainstem, and cerebellum were observed. Heavy drinking attenuated the growth rate of the thalamus. Thus, developmental brain volume changes in the span of late adolescence to young adulthood in macaques is altered by excessive alcohol, an insult that may be linked to the continuation of heavy drinking throughout later adult life.
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31
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Kubicki M, Baxi M, Pasternak O, Tang Y, Karmacharya S, Chunga N, Lyall AE, Rathi Y, Eckbo R, Bouix S, Mortazavi F, Papadimitriou G, Shenton ME, Westin CF, Killiany R, Makris N, Rosene DL. Lifespan Trajectories of White Matter Changes in Rhesus Monkeys. Cereb Cortex 2019; 29:1584-1593. [PMID: 29701751 PMCID: PMC6418383 DOI: 10.1093/cercor/bhy056] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 02/05/2018] [Indexed: 12/11/2022] Open
Abstract
Progress in neurodevelopmental brain research has been achieved through the use of animal models. Such models not only help understanding biological changes that govern brain development, maturation and aging, but are also essential for identifying possible mechanisms of neurodevelopmental and age-related chronic disorders, and to evaluate possible interventions with potential relevance to human disease. Genetic relationship of rhesus monkeys to humans makes those animals a great candidate for such models. With the typical lifespan of 25 years, they undergo cognitive maturation and aging that is similar to this observed in humans. Quantitative structural neuroimaging has been proposed as one of the candidate in vivo biomarkers for tracking white matter brain maturation and aging. While lifespan trajectories of white matter changes have been mapped in humans, such knowledge is not available for nonhuman primates. Here, we analyze and model lifespan trajectories of white matter microstructure using in vivo diffusion imaging in a sample of 44 rhesus monkeys. We report quantitative parameters (including slopes and peaks) of lifespan trajectories for 8 individual white matter tracts. We show different trajectories for cellular and extracellular microstructural imaging components that are associated with white matter maturation and aging, and discuss similarities and differences between those in humans and rhesus monkeys, the importance of our findings, and future directions for the field. Significance Statement: Quantitative structural neuroimaging has been proposed as one of the candidate in vivo biomarkers for tracking brain maturation and aging. While lifespan trajectories of structural white matter changes have been mapped in humans, such knowledge is not available for rhesus monkeys. We present here results of the analysis and modeling of the lifespan trajectories of white matter microstructure using in vivo diffusion imaging in a sample of 44 rhesus monkeys (age 4-27). We report and anatomically map lifespan changes related to cellular and extracellular microstructural components that are associated with white matter maturation and aging.
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Affiliation(s)
- M Kubicki
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Laboratory of Mathematics in Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - M Baxi
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Graduate Program for Neuroscience, Boston University, Boston, MA, USA
| | - O Pasternak
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Laboratory of Mathematics in Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Y Tang
- Department of EEG Source Imaging, Shanghai Mental Health Center, Shanghai, China
| | - S Karmacharya
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - N Chunga
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - A E Lyall
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Y Rathi
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Laboratory of Mathematics in Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - R Eckbo
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - S Bouix
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - F Mortazavi
- Department of Anatomy and Neurobiology, Boston University, Boston, MA, USA
| | - G Papadimitriou
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - M E Shenton
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- VA Boston Healthcare System, Brockton, MA, USA
| | - C F Westin
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Laboratory of Mathematics in Imaging, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - R Killiany
- Department of Anatomy and Neurobiology, Boston University, Boston, MA, USA
| | - N Makris
- Department of Psychiatry, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - D L Rosene
- Department of Anatomy and Neurobiology, Boston University, Boston, MA, USA
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32
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Darling JS, Daniel JM. Pubertal hormones mediate sex differences in levels of myelin basic protein in the orbitofrontal cortex of adult rats. Neuroscience 2019; 406:487-495. [PMID: 30926549 DOI: 10.1016/j.neuroscience.2019.03.041] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2018] [Revised: 03/15/2019] [Accepted: 03/18/2019] [Indexed: 11/25/2022]
Abstract
Previous work from our lab revealed that adult female rats have increased levels of myelin basic protein (MBP), a marker for myelination, in the orbitofrontal cortex (OFC) as compared to adult males. The goal of the present study was to determine the role of gonadal hormones, acting either in adulthood or at puberty, in the development of an adult sex difference in OFC levels of MBP. In an initial experiment, we replicated our previous results demonstrating that gonadally intact female rats have increased levels of MBP in the OFC as compared to males. In a second experiment, gonadectomy in adulthood did not alter MBP levels in rats of either sex. In a third experiment, gonadectomy immediately prior to pubertal onset resulted in significant reduction of levels of MBP in adult females but not males. This reduction eliminated the sex difference in adult MBP levels in the OFC. These results reveal puberty to be an organizational time point for a sex difference in the OFC of adult rats in levels of a marker of myelination. This neuroanatomical difference may contribute to observed sex differences in OFC-associated behaviors including in inhibitory control.
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Affiliation(s)
- Jeffrey S Darling
- Neuroscience Program, Tulane University, New Orleans, LA; Tulane Brain Institute, Tulane University, New Orleans, LA.
| | - Jill M Daniel
- Neuroscience Program, Tulane University, New Orleans, LA; Tulane Brain Institute, Tulane University, New Orleans, LA; Psychology Department, Tulane University, New Orleans, LA
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33
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Individual variation in longitudinal postnatal development of the primate brain. Brain Struct Funct 2019; 224:1185-1201. [PMID: 30637493 DOI: 10.1007/s00429-019-01829-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2018] [Accepted: 01/07/2019] [Indexed: 12/18/2022]
Abstract
Quantifying individual variation in postnatal brain development can provide insight into cognitive diversity within a population and the aetiology of common neuropsychiatric and neurodevelopmental disorders. Non-invasive studies of the non-human primate can aid understanding of human brain development, facilitating longitudinal analysis during early postnatal development when comparative human populations are difficult to sample. In this study, we perform analysis of a longitudinal MRI dataset of 32 macaques, each with up to five magnetic resonance imaging (MRI) scans acquired between 3 and 36 months of age. Using nonlinear mixed effects model we derive growth trajectories for whole brain, cortical and subcortical grey matter, cerebral white matter and cerebellar volume. We then test the association between individual variation in postnatal tissue volumes and birth weight. We report nonlinear growth models for all tissue compartments, as well as significant variation in total intracranial volume between individuals. We also demonstrate that regional subcortical grey matter varies both in total volume and rate of change between individuals and is associated with differences in birth weight. This supports evidence that birth weight may act as a marker of subsequent brain development and highlights the importance of longitudinal MRI analysis in developmental studies.
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34
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Benavides A, Metzger A, Tereschenko S, Conrad A, Bell EF, Spencer J, Ross-Sheehy S, Georgieff M, Magnotta V, Nopoulos P. Sex-specific alterations in preterm brain. Pediatr Res 2019; 85:55-62. [PMID: 30279607 PMCID: PMC6353678 DOI: 10.1038/s41390-018-0187-5] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2017] [Revised: 07/16/2018] [Accepted: 08/01/2018] [Indexed: 01/17/2023]
Abstract
BACKGROUND The literature on brain imaging in premature infants is mostly made up of studies that evaluate neonates, yet the most dynamic time of brain development happens from birth to 1 year of age. This study was designed to obtain quantitative brain measures from magnetic resonance imaging scans of infants born prematurely at 12 months of age. METHODS The subject group was designed to capture a wide range of gestational age (GA) from premature to full-term infants. An age-specific atlas generated quantitative brain measures. A regression model was used to predict effects of GA and sex on brain measures. RESULTS There was a primary effect of sex on: (1) intracranial volume, males > females; (2) proportional cerebral cortical gray matter (females > males), and (3) cerebral white matter (males > females). GA predicted cerebral volume and cerebral spinal fluid. GA also predicted cortical gray matter in a sex-specific manner with GA having a significant effect on cortical volume in the males, but not in females. CONCLUSIONS AND RELEVANCE Sex differences in brain structure are large early in life. GA had sex-specific effects highlighting the importance evaluating sex effects in neurodevelopmental outcomes of premature infants.
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Affiliation(s)
- Amanda Benavides
- University of Iowa, Carver College of Medicine, Department of Psychiatry
| | - Andrew Metzger
- University of Iowa, Carver College of Medicine, Department of Radiology
| | - Sasha Tereschenko
- University of Iowa, Carver College of Medicine, Department of Psychiatry
| | - Amy Conrad
- University of Iowa, Carver College of Medicine, Department of Pediatrics
| | - Edward F. Bell
- University of Iowa, Carver College of Medicine, Department of Pediatrics
| | - John Spencer
- University of East Anglia, Norwich, England, School of Psychology
| | | | - Michael Georgieff
- University of Minnesota, Department of Pediatrics, School of Medicine
| | - Vince Magnotta
- University of Iowa, Carver College of Medicine, Department of Radiology
| | - Peg Nopoulos
- Department of Psychiatry, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA. .,Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA. .,Department of Neurology, Carver College of Medicine, University of Iowa, Iowa City, IA, 52242, USA.
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35
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Dufour JP, Russell-Lodrigue KE, Doyle-Meyers L, Falkenstein KP, Blair RV, Didier ES, Slisarenko N, Williams KC, Kuroda MJ. Hydrocephalus after Intrathecal Administration of Dextran to Rhesus Macaques ( Macaca mulatta). Comp Med 2018; 68:227-232. [PMID: 29776458 DOI: 10.30802/aalas-cm-17-000096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Dextrans have been used extensively as medical therapies and labeling agents in biomedical research to investigate the blood-brain barrier and CSF flow and absorption. Adverse effects from dextrans include anaphylactic reaction and dilation of the cerebral ventricles due to administration into the subarachnoid space. This retrospective study describes 51 rhesus macaques (Macaca mulatta) that received dextran intrathecally. The purpose of intrathecal administration was to enable detection of long-lived, dextran-labeled macrophages and to study monocyte-macrophage turnover in the CNS of SIV- or SHIV- infected and uninfected animals by using immunofluorescence. Of the 51 dextran-treated macaques, 8 that received dextran diluted in saline developed hydrocephalus; 6 of these 8 animals exhibited neurologic signs. In contrast, none of the macaques that received intrathecal dextran diluted in PBS developed hydrocephalus. These data suggest the use of saline diluent and the duration of dextran exposure as potential factors contributing to hydrocephalus after intrathecal dextran in rhesus macaques.
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Affiliation(s)
- Jason P Dufour
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, Louisiana, USA.
| | - Kasi E Russell-Lodrigue
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Lara Doyle-Meyers
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Kathrine P Falkenstein
- Division of Veterinary Medicine, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Robert V Blair
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Elizabeth S Didier
- Division of Microbiology, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Nadia Slisarenko
- Division of Immunology, Tulane National Primate Research Center, Covington, Louisiana, USA
| | - Kenneth C Williams
- Department of Biology, Boston College, Chestnut Hill, Massachusetts, USA
| | - Marcelo J Kuroda
- Division of Immunology, Tulane National Primate Research Center, Covington, Louisiana, USA
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Mavigner M, Raper J, Kovacs-Balint Z, Gumber S, O'Neal JT, Bhaumik SK, Zhang X, Habib J, Mattingly C, McDonald CE, Avanzato V, Burke MW, Magnani DM, Bailey VK, Watkins DI, Vanderford TH, Fair D, Earl E, Feczko E, Styner M, Jean SM, Cohen JK, Silvestri G, Johnson RP, O'Connor DH, Wrammert J, Suthar MS, Sanchez MM, Alvarado MC, Chahroudi A. Postnatal Zika virus infection is associated with persistent abnormalities in brain structure, function, and behavior in infant macaques. Sci Transl Med 2018; 10:eaao6975. [PMID: 29618564 PMCID: PMC6186170 DOI: 10.1126/scitranslmed.aao6975] [Citation(s) in RCA: 62] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2017] [Accepted: 03/07/2018] [Indexed: 12/22/2022]
Abstract
The Zika virus (ZIKV) epidemic is associated with fetal brain lesions and other serious birth defects classified as congenital ZIKV syndrome. Postnatal ZIKV infection in infants and children has been reported; however, data on brain anatomy, function, and behavioral outcomes following infection are absent. We show that postnatal ZIKV infection of infant rhesus macaques (RMs) results in persistent structural and functional alterations of the central nervous system compared to age-matched controls. We demonstrate ZIKV lymphoid tropism and neurotropism in infant RMs and histopathologic abnormalities in the peripheral and central nervous systems including inflammatory infiltrates, astrogliosis, and Wallerian degeneration. Structural and resting-state functional magnetic resonance imaging (MRI/rs-fMRI) show persistent enlargement of lateral ventricles, maturational changes in specific brain regions, and altered functional connectivity (FC) between brain areas involved in emotional behavior and arousal functions, including weakened amygdala-hippocampal connectivity in two of two ZIKV-infected infant RMs several months after clearance of ZIKV RNA from peripheral blood. ZIKV infection also results in distinct alterations in the species-typical emotional reactivity to acute stress, which were predicted by the weak amygdala-hippocampal FC. We demonstrate that postnatal ZIKV infection of infants in this model affects neurodevelopment, suggesting that long-term clinical monitoring of pediatric cases is warranted.
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Affiliation(s)
- Maud Mavigner
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Jessica Raper
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Zsofia Kovacs-Balint
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Sanjeev Gumber
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | | | - Siddhartha K Bhaumik
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Xiaodong Zhang
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Jakob Habib
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Cameron Mattingly
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | | | - Victoria Avanzato
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Mark W Burke
- Department of Physiology and Biophysics, Howard University, Washington, DC 20060, USA
| | - Diogo M Magnani
- Department of Pathology, University of Miami, Miami, FL 33146, USA
| | - Varian K Bailey
- Department of Pathology, University of Miami, Miami, FL 33146, USA
| | - David I Watkins
- Department of Pathology, University of Miami, Miami, FL 33146, USA
| | - Thomas H Vanderford
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Damien Fair
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Eric Earl
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Eric Feczko
- Oregon Health and Science University, Portland, OR 97239, USA
| | - Martin Styner
- Department of Psychiatry, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Sherrie M Jean
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Joyce K Cohen
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Guido Silvestri
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - R Paul Johnson
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - David H O'Connor
- Wisconsin National Primate Research Center, University of Wisconsin-Madison, Madison, WI 53715, USA
| | - Jens Wrammert
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Mehul S Suthar
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA
- Emory Vaccine Center, Atlanta, GA 30329, USA
| | - Mar M Sanchez
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Maria C Alvarado
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Ann Chahroudi
- Department of Pediatrics, Emory University School of Medicine, Atlanta, GA 30322, USA.
- Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
- Children's Healthcare of Atlanta, Atlanta, GA 30322, USA
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37
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Seki F, Hikishima K, Komaki Y, Hata J, Uematsu A, Okahara N, Yamamoto M, Shinohara H, Sasaki E, Okano H. Developmental trajectories of macroanatomical structures in common marmoset brain. Neuroscience 2017; 364:143-156. [PMID: 28939259 DOI: 10.1016/j.neuroscience.2017.09.021] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 08/11/2017] [Accepted: 09/12/2017] [Indexed: 11/17/2022]
Abstract
Morphometry studies of human brain development have revealed characteristics of some growth patterns, such as gray matter (GM) and white matter (WM), but the features that make human neurodevelopment distinct from that in other species remain unclear. Studies of the common marmoset (Callithrix jacchus), a small New World primate, can provide insights into unique features such as cooperative behaviors complementary to those from comparative analyses using mouse and rhesus monkey. In the present study, we analyzed developmental patterns of GM, WM, and cortical regions with volume measurements using longitudinal sample (23 marmosets; 11 male, 12 female) between the ages of one and 30months. Regional analysis using a total of 164 magnetic resonance imaging datasets revealed that GM volume increased before puberty (5.4months), but subsequently declined until adulthood, whereas WM volume increased rapidly before stabilizing around puberty (9.9months). Cortical regions showed similar patterns of increase and decrease, patterns with global GM but differed in the timing of volume peak and degree of decline across regions. The progressive-regressive pattern detected in both global and cortical GM was well correlated to phases of synaptogenesis and synaptic pruning reported in previous marmoset studies. A rapid increase in WM in early development may represent a distinctive aspect of human neurodevelopment. These findings suggest that studies of marmoset brain development can provide valuable comparative information that will facilitate a deeper understanding of human brain growth and neurodevelopmental disorders.
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Affiliation(s)
- Fumiko Seki
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan; Laboratory for Marmoset Neural Architecture, Brain Science Institute RIKEN, Wako, Japan
| | - Keigo Hikishima
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan; Okinawa Institute of Science and Technology Graduate University, Okinawa, Japan
| | - Yuji Komaki
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan
| | - Junichi Hata
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan; Laboratory for Marmoset Neural Architecture, Brain Science Institute RIKEN, Wako, Japan
| | - Akiko Uematsu
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan; Laboratory for Marmoset Neural Architecture, Brain Science Institute RIKEN, Wako, Japan
| | - Norio Okahara
- Central Institute for Experimental Animals, Kawasaki, Japan
| | | | | | - Erika Sasaki
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Central Institute for Experimental Animals, Kawasaki, Japan
| | - Hideyuki Okano
- Department of Physiology, Keio University School of Medicine, Shinjuku-ku, Tokyo 160-8582, Japan; Laboratory for Marmoset Neural Architecture, Brain Science Institute RIKEN, Wako, Japan.
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Balbastre Y, Rivière D, Souedet N, Fischer C, Hérard AS, Williams S, Vandenberghe ME, Flament J, Aron-Badin R, Hantraye P, Mangin JF, Delzescaux T. Primatologist: A modular segmentation pipeline for macaque brain morphometry. Neuroimage 2017; 162:306-321. [PMID: 28899745 DOI: 10.1016/j.neuroimage.2017.09.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2017] [Revised: 08/10/2017] [Accepted: 09/04/2017] [Indexed: 02/08/2023] Open
Abstract
Because they bridge the genetic gap between rodents and humans, non-human primates (NHPs) play a major role in therapy development and evaluation for neurological disorders. However, translational research success from NHPs to patients requires an accurate phenotyping of the models. In patients, magnetic resonance imaging (MRI) combined with automated segmentation methods has offered the unique opportunity to assess in vivo brain morphological changes. Meanwhile, specific challenges caused by brain size and high field contrasts make existing algorithms hard to use routinely in NHPs. To tackle this issue, we propose a complete pipeline, Primatologist, for multi-region segmentation. Tissue segmentation is based on a modular statistical model that includes random field regularization, bias correction and denoising and is optimized by expectation-maximization. To deal with the broad variety of structures with different relaxing times at 7 T, images are segmented into 17 anatomical classes, including subcortical regions. Pre-processing steps insure a good initialization of the parameters and thus the robustness of the pipeline. It is validated on 10 T2-weighted MRIs of healthy macaque brains. Classification scores are compared with those of a non-linear atlas registration, and the impact of each module on classification scores is thoroughly evaluated.
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Affiliation(s)
- Yaël Balbastre
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France; UNATI, NeuroSpin, Institut des sciences du vivant Frédéric Joliot, DRF, CEA, Univ. Paris-Saclay, Gif-sur-Yvette, France
| | - Denis Rivière
- UNATI, NeuroSpin, Institut des sciences du vivant Frédéric Joliot, DRF, CEA, Univ. Paris-Saclay, Gif-sur-Yvette, France; CATI Multicenter Neuroimaging Platform, France
| | - Nicolas Souedet
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France
| | - Clara Fischer
- UNATI, NeuroSpin, Institut des sciences du vivant Frédéric Joliot, DRF, CEA, Univ. Paris-Saclay, Gif-sur-Yvette, France; CATI Multicenter Neuroimaging Platform, France
| | - Anne-Sophie Hérard
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France
| | - Susannah Williams
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France
| | - Michel E Vandenberghe
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France
| | - Julien Flament
- MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France; US27, INSERM, Fontenay-aux-Roses, France
| | - Romina Aron-Badin
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France
| | - Philippe Hantraye
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France; US27, INSERM, Fontenay-aux-Roses, France
| | - Jean-François Mangin
- UNATI, NeuroSpin, Institut des sciences du vivant Frédéric Joliot, DRF, CEA, Univ. Paris-Saclay, Gif-sur-Yvette, France; CATI Multicenter Neuroimaging Platform, France
| | - Thierry Delzescaux
- UMR9199, CNRS, CEA, Paris-Sud Univ., Univ. Paris-Saclay, Fontenay-aux-Roses, France; MIRCen, Institut de biologie François Jacob, DRF, CEA, Fontenay-aux-Roses, France; Sorbonne Universités, Université Pierre and Marie Curie, Paris, France.
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39
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Geng X, Li G, Lu Z, Gao W, Wang L, Shen D, Zhu H, Gilmore JH. Structural and Maturational Covariance in Early Childhood Brain Development. Cereb Cortex 2017; 27:1795-1807. [PMID: 26874184 DOI: 10.1093/cercor/bhw022] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022] Open
Abstract
Brain structural covariance networks (SCNs) composed of regions with correlated variation are altered in neuropsychiatric disease and change with age. Little is known about the development of SCNs in early childhood, a period of rapid cortical growth. We investigated the development of structural and maturational covariance networks, including default, dorsal attention, primary visual and sensorimotor networks in a longitudinal population of 118 children after birth to 2 years old and compared them with intrinsic functional connectivity networks. We found that structural covariance of all networks exhibit strong correlations mostly limited to their seed regions. By Age 2, default and dorsal attention structural networks are much less distributed compared with their functional maps. The maturational covariance maps, however, revealed significant couplings in rates of change between distributed regions, which partially recapitulate their functional networks. The structural and maturational covariance of the primary visual and sensorimotor networks shows similar patterns to the corresponding functional networks. Results indicate that functional networks are in place prior to structural networks, that correlated structural patterns in adult may arise in part from coordinated cortical maturation, and that regional co-activation in functional networks may guide and refine the maturation of SCNs over childhood development.
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Affiliation(s)
- Xiujuan Geng
- Department of Psychiatry.,State Key Lab of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong, Hong Kong.,Laboratory of Neuropsychology and Laboratory of Social Cognitive and Affective Neuroscience, University of Hong Kong
| | - Gang Li
- IDEA Lab, Department of Radiology and BRIC
| | - Zhaohua Lu
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599, USA
| | - Wei Gao
- Department of Radiology and Biomedical Research Imaging Center, University of North Carolina at Chapel Hill, NC 27514, USA
| | - Li Wang
- IDEA Lab, Department of Radiology and BRIC
| | - Dinggang Shen
- IDEA Lab, Department of Radiology and BRIC.,Department of Brain and Cognitive Engineering, Korea University, Seoul 02841, Republic of Korea
| | - Hongtu Zhu
- Department of Biostatistics, University of North Carolina, Chapel Hill, NC 27599, USA
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40
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Payne C, Cirilli L, Bachevalier J. An MRI study of the corpus callosum in monkeys: Developmental trajectories and effects of neonatal hippocampal and amygdala lesions. Dev Psychobiol 2017; 59:495-506. [PMID: 28369850 DOI: 10.1002/dev.21514] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 02/15/2017] [Accepted: 02/27/2017] [Indexed: 01/11/2023]
Abstract
This study provides the first characterization of early developmental trajectories of corpus callosum (CC) segments in rhesus macaques using noninvasive MRI techniques and assesses long-term effects of neonatal amygdala or hippocampal lesions on CC morphometry. In Experiment 1, 10 monkeys (5 males) were scanned at 1 week-2 years of age; eight additional infants (4 males) were scanned once at 1-4 weeks of age. The first 8 months showed marked growth across all segments, with sustained, albeit slower, growth through 24 months. Males and females had comparable patterns of CC maturation overall, but exhibited slight differences in the anterior and posterior segments, with greater increases in the isthmus for males and greater increases in the rostrum for females. The developmental changes are likely a consequence of varying degrees of axonal myelination, redirection, and pruning. In Experiment 2, animals with neonatal lesions of the amygdala (n = 6; 3 males) or hippocampus (n = 6; 4 males) were scanned at 1.5 years post-surgery and compared to scans of six control animals from Experiment 1. Whereas amygdala damage yielded larger rostral and posterior body segments, hippocampal damage yielded larger rostrum and isthmus. These differences demonstrate that early perturbations to one medial temporal lobe structure may produce extensive and long-lasting repercussions in other brain areas. The current findings emphasize the complexity of neural circuitry putatively subserving neurodevelopmental disorders such as autism spectrum disorder and Williams syndrome, which are each characterized by malformations and dysfunction of complex neural networks that include regions of the medial temporal lobe.
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Affiliation(s)
- Christa Payne
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia
| | - Laetitia Cirilli
- Yerkes National Primate Research Center, Emory University, Atlanta, Georgia
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41
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Young JT, Shi Y, Niethammer M, Grauer M, Coe CL, Lubach GR, Davis B, Budin F, Knickmeyer RC, Alexander AL, Styner MA. The UNC-Wisconsin Rhesus Macaque Neurodevelopment Database: A Structural MRI and DTI Database of Early Postnatal Development. Front Neurosci 2017; 11:29. [PMID: 28210206 PMCID: PMC5288388 DOI: 10.3389/fnins.2017.00029] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2016] [Accepted: 01/16/2017] [Indexed: 01/01/2023] Open
Abstract
Rhesus macaques are commonly used as a translational animal model in neuroimaging and neurodevelopmental research. In this report, we present longitudinal data from both structural and diffusion MRI images generated on a cohort of 34 typically developing monkeys from 2 weeks to 36 months of age. All images have been manually skull stripped and are being made freely available via an online repository for use by the research community.
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Affiliation(s)
- Jeffrey T. Young
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Yundi Shi
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Marc Niethammer
- Department of Computer Science, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | | | - Christopher L. Coe
- Harlow Center for Biological Psychology, University of Wisconsin-MadisonMadison, WI, USA
| | - Gabriele R. Lubach
- Harlow Center for Biological Psychology, University of Wisconsin-MadisonMadison, WI, USA
| | | | | | - Rebecca C. Knickmeyer
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
| | - Andrew L. Alexander
- Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-MadisonMadison, WI, USA
| | - Martin A. Styner
- Department of Psychiatry, University of North Carolina at Chapel HillChapel Hill, NC, USA
- Department of Computer Science, University of North Carolina at Chapel HillChapel Hill, NC, USA
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42
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Shi Y, Budin F, Yapuncich E, Rumple A, Young JT, Payne C, Zhang X, Hu X, Godfrey J, Howell B, Sanchez MM, Styner MA. UNC-Emory Infant Atlases for Macaque Brain Image Analysis: Postnatal Brain Development through 12 Months. Front Neurosci 2017; 10:617. [PMID: 28119564 PMCID: PMC5222830 DOI: 10.3389/fnins.2016.00617] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 12/26/2016] [Indexed: 12/20/2022] Open
Abstract
Computational anatomical atlases have shown to be of immense value in neuroimaging as they provide age appropriate reference spaces alongside ancillary anatomical information for automated analysis such as subcortical structural definitions, cortical parcellations or white fiber tract regions. Standard workflows in neuroimaging necessitate such atlases to be appropriately selected for the subject population of interest. This is especially of importance in early postnatal brain development, where rapid changes in brain shape and appearance render neuroimaging workflows sensitive to the appropriate atlas choice. We present here a set of novel computation atlases for structural MRI and Diffusion Tensor Imaging as crucial resource for the analysis of MRI data from non-human primate rhesus monkey (Macaca mulatta) data in early postnatal brain development. Forty socially-housed infant macaques were scanned longitudinally at ages 2 weeks, 3, 6, and 12 months in order to create cross-sectional structural and DTI atlases via unbiased atlas building at each of these ages. Probabilistic spatial prior definitions for the major tissue classes were trained on each atlas with expert manual segmentations. In this article we present the development and use of these atlases with publicly available tools, as well as the atlases themselves, which are publicly disseminated to the scientific community.
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Affiliation(s)
- Yundi Shi
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | | | - Eva Yapuncich
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | - Ashley Rumple
- Department of Psychiatry, University of North Carolina Chapel Hill, NC, USA
| | - Jeffrey T Young
- Department of Psychiatry, University of North CarolinaChapel Hill, NC, USA; Department of Computer Science, University of North CarolinaChapel Hill, NC, USA
| | - Christa Payne
- Division of Autism and Related Developmental Disabilities, Department of Pediatrics, Marcus Autism Center, Children's Healthcare of Atlanta, Emory School of Medicine Atlanta, GA, USA
| | - Xiaodong Zhang
- Yerkes National Primate Research Center, Emory University Atlanta, GA, USA
| | - Xiaoping Hu
- Department of Bioengineering, University of California, Riverside Riverside, CA, USA
| | - Jodi Godfrey
- Yerkes National Primate Research Center, Emory University Atlanta, GA, USA
| | - Brittany Howell
- Department of Child Psychology, Institute of Child Development, University of Minnesota Minneapolis, MN, USA
| | - Mar M Sanchez
- Yerkes National Primate Research Center, Emory UniversityAtlanta, GA, USA; Department of Psychiatry and Behavioral Sciences, Emory UniversityAtlanta, GA, USA
| | - Martin A Styner
- Department of Psychiatry, University of North CarolinaChapel Hill, NC, USA; Department of Computer Science, University of North CarolinaChapel Hill, NC, USA
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43
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Drzewiecki CM, Willing J, Juraska JM. Synaptic number changes in the medial prefrontal cortex across adolescence in male and female rats: A role for pubertal onset. Synapse 2016; 70:361-8. [PMID: 27103097 DOI: 10.1002/syn.21909] [Citation(s) in RCA: 120] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2015] [Revised: 03/30/2016] [Accepted: 04/19/2016] [Indexed: 12/24/2022]
Abstract
Adolescence is a unique period of development, marked by maturation of the prefrontal cortex (PFC), a region important for executive functioning. During this time, the human PFC decreases in overall volume and thickness. Likewise in adolescent rodents, losses of neurons, dendrites, dendritic spines and neurotransmitter receptors have been documented within the medial prefrontal cortex (mPFC), sometimes with sex and layer specificity. However, changes in the number of synapses during this time have not been examined. In the present study, we stereologically quantified the number of synaptophysin-immunoreactive boutons in the male and female rat mPFC across multiple time points from the juvenile period through adulthood (postnatal days (P) 25, 35, 45, 60 and 90). In females, there was a significant decrease in synaptophysin boutons between P35 and P45, coinciding with the onset of puberty. In males, there was no significant main effect of age on synaptophysin boutons; however, in both males and females, pubertal onset was associated with significant synaptic losses. These results suggest that puberty is a critical period for synaptic pruning within the rat mPFC, potentially contributing to maturation of adolescent executive function. Synapse 70:361-368, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Carly M Drzewiecki
- Program in Neuroscience, University of Illinois at Urbana-Champaign, Champaign, Illinois, 61820
| | - Jari Willing
- Department of Psychology, University of Illinois at Urbana-Champaign, 603 E Daniel St, Champaign, Illinois, 61820
| | - Janice M Juraska
- Program in Neuroscience, University of Illinois at Urbana-Champaign, Champaign, Illinois, 61820.,Department of Psychology, University of Illinois at Urbana-Champaign, 603 E Daniel St, Champaign, Illinois, 61820
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44
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Sharda M, Foster NEV, Hyde KL. Imaging Brain Development: Benefiting from Individual Variability. J Exp Neurosci 2015; 9:11-8. [PMID: 26648753 PMCID: PMC4667561 DOI: 10.4137/jen.s32734] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2015] [Revised: 10/21/2015] [Accepted: 10/26/2015] [Indexed: 11/05/2022] Open
Abstract
Human brain development is a complex process that evolves from early childhood to young adulthood. Major advances in brain imaging are increasingly being used to characterize the developing brain. These advances have further helped to elucidate the dynamic maturational processes that lead to the emergence of complex cognitive abilities in both typical and atypical development. However, conventional approaches involve categorical group comparison models and tend to disregard the role of widespread interindividual variability in brain development. This review highlights how this variability can inform our understanding of developmental processes. The latest studies in the field of brain development are reviewed, with a particular focus on the role of individual variability and the consequent heterogeneity in brain structural and functional development. This review also highlights how such heterogeneity might be utilized to inform our understanding of complex neuropsychiatric disorders and recommends the use of more dimensional approaches to study brain development.
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Affiliation(s)
- Megha Sharda
- International Laboratory for Brain Music and Sound (BRAMS), Department of Psychology, University of Montreal, Montreal, Canada
| | - Nicholas E V Foster
- International Laboratory for Brain Music and Sound (BRAMS), Department of Psychology, University of Montreal, Montreal, Canada
| | - Krista L Hyde
- International Laboratory for Brain Music and Sound (BRAMS), Department of Psychology, University of Montreal, Montreal, Canada. ; Faculty of Medicine, McGill University, Montreal, Canada
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45
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Jaboinski J, Cabral JCC, Campos R, Barros DM. Exposure to methylphenidate during infancy and adolescence in non-human animals and sensitization to abuse of psychostimulants later in life: a systematic review. TRENDS IN PSYCHIATRY AND PSYCHOTHERAPY 2015; 37:107-17. [PMID: 26630401 DOI: 10.1590/2237-6089-2014-0060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 04/25/2015] [Indexed: 11/22/2022]
Abstract
INTRODUCTION Attention deficit hyperactivity disorder (ADHD) is a neuropsychiatric pathology that has an important prevalence among young people and is difficult to diagnose. It is usually treated with methylphenidate, a psychostimulant with a mechanism of action similar to that of cocaine. Previous studies show that repeated use of psychostimulants during childhood or adolescence may sensitize subjects, making them more prone to later abuse of psychostimulant drugs such as cocaine and methamphetamine. OBJECTIVE To review experimental studies in non-human models (rodents and monkeys) treated with methylphenidate during infancy or adolescence and tested for reinforcing effects on psychostimulant drugs in adulthood. METHOD Systematic collection of data was performed on four databases (Web of Knowledge, PsycARTICLE, PubMed and SciELO). The initial search identified 202 articles published from 2009 to 2014, which were screened for eligibility. Seven articles met the inclusion criteria and were reviewed in this study. RESULTS The findings indicate that early exposure to methylphenidate has an effect on an ADHD animal model, specifically, on spontaneously hypertensive strain rats, especially those tested using the self-administration paradigm. CONCLUSION Future studies should prioritize the spontaneously hypertensive rat strain - an animal model of ADHD. Experimental designs comparing different behavioral paradigms and modes of administration using this strain could lead to improved understanding of the effects of exposure to methylphenidate during childhood and adolescence.
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Affiliation(s)
- Juliana Jaboinski
- Institute of Psychology, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brazil
| | | | - Renan Campos
- Institute of Biological Sciences, Universidade Federal do Rio Grande, Rio Grande, RS, Brazil
| | - Daniela Marti Barros
- Institute of Biological Sciences, Universidade Federal do Rio Grande, Rio Grande, RS, Brazil
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46
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Itoh K, Nejime M, Konoike N, Nakada T, Nakamura K. Noninvasive scalp recording of cortical auditory evoked potentials in the alert macaque monkey. Hear Res 2015; 327:117-25. [DOI: 10.1016/j.heares.2015.05.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2015] [Revised: 03/31/2015] [Accepted: 05/19/2015] [Indexed: 10/23/2022]
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47
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Longitudinal analysis of the developing rhesus monkey brain using magnetic resonance imaging: birth to adulthood. Brain Struct Funct 2015; 221:2847-71. [PMID: 26159774 PMCID: PMC4884209 DOI: 10.1007/s00429-015-1076-x] [Citation(s) in RCA: 57] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2015] [Accepted: 06/17/2015] [Indexed: 01/21/2023]
Abstract
We have longitudinally assessed normative brain growth patterns in naturalistically reared Macaca mulatta monkeys. Postnatal to early adulthood brain development in two cohorts of rhesus monkeys was analyzed using magnetic resonance imaging. Cohort A consisted of 24 rhesus monkeys (12 male, 12 female) and cohort B of 21 monkeys (11 male, 10 female). All subjects were scanned at 1, 4, 8, 13, 26, 39, and 52 weeks; cohort A had additional scans at 156 weeks (3 years) and 260 weeks (5 years). Age-specific segmentation templates were developed for automated volumetric analyses of the T1-weighted magnetic resonance imaging scans. Trajectories of total brain size as well as cerebral and subcortical subdivisions were evaluated over this period. Total brain volume was about 64 % of adult estimates in the 1-week-old monkey. Brain volume of the male subjects was always, on average, larger than the female subjects. While brain volume generally increased between any two imaging time points, there was a transient plateau of brain growth between 26 and 39 weeks in both cohorts of monkeys. The trajectory of enlargement differed across cortical regions with the occipital cortex demonstrating the most idiosyncratic pattern of maturation and the frontal and temporal lobes showing the greatest and most protracted growth. A variety of allometric measurements were also acquired and body weight gain was most closely associated with the rate of brain growth. These findings provide a valuable baseline for the effects of fetal and early postnatal manipulations on the pattern of abnormal brain growth related to neurodevelopmental disorders.
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48
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Shi L, Lin Q, Su B. Estrogen regulation of microcephaly genes and evolution of brain sexual dimorphism in primates. BMC Evol Biol 2015; 15:127. [PMID: 26123139 PMCID: PMC4487212 DOI: 10.1186/s12862-015-0398-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 05/29/2015] [Indexed: 02/03/2023] Open
Abstract
BACKGROUND Sexual dimorphism in brain size is common among primates, including humans, apes and some Old World monkeys. In these species, the brain size of males is generally larger than that of females. Curiously, this dimorphism has persisted over the course of primate evolution and human origin, but there is no explanation for the underlying genetic controls that have maintained this disparity in brain size. RESULTS In the present study, we tested the effect of the female hormone (estradiol) on seven genes known to be related to brain size in both humans and nonhuman primates, and we identified half estrogen responsive elements (half EREs) in the promoter regions of four genes (MCPH1, ASPM, CDK5RAP2 and WDR62). Likewise, at sequence level, it appears that these half EREs are generally conserved across primates. Later testing via a reporter gene assay and cell-based endogenous expression measurement revealed that estradiol could significantly suppress the expression of the four affected genes involved in brain size. More intriguingly, when the half EREs were deleted from the promoters, the suppression effect disappeared, suggesting that the half EREs mediate the regulation of estradiol on the brain size genes. We next replicated these experiments using promoter sequences from chimpanzees and rhesus macaques, and observed a similar suppressive effect of estradiol on gene expression, suggesting that this mechanism is conserved among primate species that exhibit brain size dimorphism. CONCLUSIONS Brain size dimorphism among certain primates, including humans, is likely regulated by estrogen through its sex-dependent suppression of brain size genes during development.
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Affiliation(s)
- Lei Shi
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, 32 East Jiao-Chang Road, Kunming, 650223, Yunnan, PR China. .,Yunnan Key Laboratory of Primate Biomedical Research, Kunming, 650000, China.
| | - Qiang Lin
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, 32 East Jiao-Chang Road, Kunming, 650223, Yunnan, PR China. .,Yunnan Key Laboratory of Primate Biomedical Research, Kunming, 650000, China. .,Kunming College of Life Science, University of Chinese Academy of Sciences, Beijing, 100101, China.
| | - Bing Su
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, 32 East Jiao-Chang Road, Kunming, 650223, Yunnan, PR China. .,Yunnan Key Laboratory of Primate Biomedical Research, Kunming, 650000, China.
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49
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Debnath M, Venkatasubramanian G, Berk M. Fetal programming of schizophrenia: select mechanisms. Neurosci Biobehav Rev 2015; 49:90-104. [PMID: 25496904 PMCID: PMC7112550 DOI: 10.1016/j.neubiorev.2014.12.003] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2014] [Revised: 11/24/2014] [Accepted: 12/01/2014] [Indexed: 12/16/2022]
Abstract
Mounting evidence indicates that schizophrenia is associated with adverse intrauterine experiences. An adverse or suboptimal fetal environment can cause irreversible changes in brain that can subsequently exert long-lasting effects through resetting a diverse array of biological systems including endocrine, immune and nervous. It is evident from animal and imaging studies that subtle variations in the intrauterine environment can cause recognizable differences in brain structure and cognitive functions in the offspring. A wide variety of environmental factors may play a role in precipitating the emergent developmental dysregulation and the consequent evolution of psychiatric traits in early adulthood by inducing inflammatory, oxidative and nitrosative stress (IO&NS) pathways, mitochondrial dysfunction, apoptosis, and epigenetic dysregulation. However, the precise mechanisms behind such relationships and the specificity of the risk factors for schizophrenia remain exploratory. Considering the paucity of knowledge on fetal programming of schizophrenia, it is timely to consolidate the recent advances in the field and put forward an integrated overview of the mechanisms associated with fetal origin of schizophrenia.
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Affiliation(s)
- Monojit Debnath
- Department of Human Genetics, National Institute of Mental Health & Neurosciences, Bangalore 560029, India.
| | - Ganesan Venkatasubramanian
- Translational Psychiatry Laboratory, Neurobiology Research Centre and Department of Psychiatry, National Institute of Mental Health & Neurosciences, Hosur Road, Bangalore 560029, India
| | - Michael Berk
- IMPACT Strategic Research Centre, School of Medicine, Deakin University, Barwon Health, Geelong, Victoria, Australia; Department of Psychiatry, The Florey Institute of Neuroscience and Mental Health, and Orygen, The National Centre of Excellence in Youth Mental Health, University of Melbourne, Parkville, Australia
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Liu C, Tian X, Liu H, Mo Y, Bai F, Zhao X, Ma Y, Wang J. Rhesus monkey brain development during late infancy and the effect of phencyclidine: a longitudinal MRI and DTI study. Neuroimage 2014; 107:65-75. [PMID: 25485715 DOI: 10.1016/j.neuroimage.2014.11.056] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 11/27/2014] [Accepted: 11/27/2014] [Indexed: 10/24/2022] Open
Abstract
Early brain development is a complex and rapid process, the disturbance of which may cause the onset of brain disorders. Based on longitudinal imaging data acquired from 6 to 16 months postnatal, we describe a systematic trajectory of monkey brain development during late infancy, and demonstrate the influence of phencyclidine (PCP) on this trajectory. Although the general developmental trajectory of the monkey brain was close to that of the human brain, the development in monkeys was faster and regionally specific. Gray matter volume began to decrease during late infancy in monkeys, much earlier than in humans in whom it occurs in adolescence. Additionally, the decrease of gray matter volume in higher-order association regions (the frontal, parietal and temporal lobes) occurred later than in regions for primary functions (the occipital lobe and cerebellum). White matter volume displayed an increasing trend in most brain regions, but not in the occipital lobe, which had a stable volume. In addition, based on diffusion tensor imaging, we found an increase in fractional anisotropy and a decrease in diffusivity, which may be associated with myelination and axonal changes in white matter tracts. Meanwhile, we tested the influence of 14-day PCP treatment on the developmental trajectories. Such treatment tended to accelerated brain maturation during late infancy, although not statistically significant. These findings provide comparative information for the understanding of primate brain maturation and neurodevelopmental disorders.
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Affiliation(s)
- Cirong Liu
- The University of Queensland, Queensland Brain Institute, QLD 4072, Australia; Brainnetome Center and National Laboratory of Pattern Recognition, Institute of Automation, the Chinese Academy of Sciences, Beijing 100190, China
| | - Xiaoguang Tian
- Graduate School of Neural and Behavioral Sciences, International Max Planck Research School, Tuebingen, 72074, Germany; Werner Reichardt Centre for Integrative Neuroscience, Tuebingen, 72076, Germany
| | - Huilang Liu
- Laboratory of the Primate Model for Brain Diseases and Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Kunming 650223, China
| | - Yin Mo
- Department of Medical Imaging, the First Affiliated Hospital of Kunming Medical University, Kunming 650223, China
| | - Fan Bai
- Laboratory of the Primate Model for Brain Diseases and Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Kunming 650223, China
| | - Xudong Zhao
- State Key Laboratory of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - Yuanye Ma
- Laboratory of the Primate Model for Brain Diseases and Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Kunming 650223, China; State Key Laboratory of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China; Yunnan Key Laboratory of Primate Biomedical Research, Kunming, Yunnan, China
| | - Jianhong Wang
- Laboratory of the Primate Model for Brain Diseases and Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunnan Province, Kunming Institute of Zoology, Kunming 650223, China.
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