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Zhou K, Duan G, Liu Y, Peng B, Zhou X, Qin L, Liang L, Wei Y, Zhang Q, Li X, Qin H, Lai Y, Lu Y, Zhang Y, Huang J, Huang J, Ouyang Y, Bin B, Zhao M, Liu J, Yang J, Deng D. Persistent alterations in gray matter in COVID-19 patients experiencing sleep disturbances: a 3-month longitudinal study. Neural Regen Res 2025; 20:3013-3024. [PMID: 38934390 PMCID: PMC11826451 DOI: 10.4103/nrr.nrr-d-23-01651] [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: 10/05/2023] [Revised: 01/13/2024] [Accepted: 04/19/2024] [Indexed: 06/28/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202510000-00030/figure1/v/2024-11-26T163120Z/r/image-tiff Sleep disturbances are among the most prevalent neuropsychiatric symptoms in individuals who have recovered from severe acute respiratory syndrome coronavirus 2 infections. Previous studies have demonstrated abnormal brain structures in patients with sleep disturbances who have recovered from coronavirus disease 2019 (COVID-19). However, neuroimaging studies on sleep disturbances caused by COVID-19 are scarce, and existing studies have primarily focused on the long-term effects of the virus, with minimal acute phase data. As a result, little is known about the pathophysiology of sleep disturbances in the acute phase of COVID-19. To address this issue, we designed a longitudinal study to investigate whether alterations in brain structure occur during the acute phase of infection, and verified the results using 3-month follow-up data. A total of 26 COVID-19 patients with sleep disturbances (aged 51.5 ± 13.57 years, 8 women and 18 men), 27 COVID-19 patients without sleep disturbances (aged 47.33 ± 15.98 years, 9 women and 18 men), and 31 age- and gender-matched healthy controls (aged 49.19 ± 17.51 years, 9 women and 22 men) were included in this study. Eleven COVID-19 patients with sleep disturbances were included in a longitudinal analysis. We found that COVID-19 patients with sleep disturbances exhibited brain structural changes in almost all brain lobes. The cortical thicknesses of the left pars opercularis and left precuneus were significantly negatively correlated with Pittsburgh Sleep Quality Index scores. Additionally, we observed changes in the volume of the hippocampus and its subfield regions in COVID-19 patients compared with the healthy controls. The 3-month follow-up data revealed indices of altered cerebral structure (cortical thickness, cortical grey matter volume, and cortical surface area) in the frontal-parietal cortex compared with the baseline in COVID-19 patients with sleep disturbances. Our findings indicate that the sleep disturbances patients had altered morphology in the cortical and hippocampal structures during the acute phase of infection and persistent changes in cortical regions at 3 months post-infection. These data improve our understanding of the pathophysiology of sleep disturbances caused by COVID-19.
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Affiliation(s)
- Kaixuan Zhou
- Guangxi Key Laboratory of Special Biomedicine; School of Medicine, Guangxi University, Nanning, Guangxi Zhuang Autonomous Region, China
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Gaoxiong Duan
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Ying Liu
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Bei Peng
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiaoyan Zhou
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Lixia Qin
- Department of Sleep Medicine, the People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Lingyan Liang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yichen Wei
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Qingping Zhang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Xiaocheng Li
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Haixia Qin
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yinqi Lai
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yian Lu
- Department of Sleep Medicine, the People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yan Zhang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jiazhu Huang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jinli Huang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Yinfei Ouyang
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Bolin Bin
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Mingming Zhao
- Department of Sleep Medicine, the People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Jun Liu
- Department of Radiology, The Second Xiangya Hospital, Central South University, Changsha, Hunan Province, China
| | - Jianrong Yang
- Guangxi Clinical Research Center for Sleep Medicine, the People’s Hospital of Guangxi Zhuang Autonomous Region, Nanning, Guangxi Zhuang Autonomous Region, China
| | - Demao Deng
- Guangxi Key Laboratory of Special Biomedicine; School of Medicine, Guangxi University, Nanning, Guangxi Zhuang Autonomous Region, China
- Department of Radiology, the People’s Hospital of Guangxi Zhuang Autonomous Region, Guangxi Academy of Medical Sciences, Nanning, Guangxi Zhuang Autonomous Region, China
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Zhu G, Chen SQ, Ma RZ, Cai HR, Zhang JY, Peng YM, Lian D, Ding SL. Brain-wide connections of the parvicellular subdivision of the basolateral and basomedial amygdaloid nuclei in the rats. Front Neural Circuits 2025; 19:1575232. [PMID: 40352758 PMCID: PMC12061975 DOI: 10.3389/fncir.2025.1575232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2025] [Accepted: 04/04/2025] [Indexed: 05/14/2025] Open
Abstract
As the core area of emotion regulation, the amygdala is involved in and regulates many related behaviors, such as fear, anxiety, depression, as well as reward, learning, and memory. Most previous connectional studies have focused on the anterior and middle parts of the basolateral nucleus (BL) and basomedial nucleus (BM) of the amygdala. Little is known about the brain-wide connections of the posterior part of the BL and BM (termed parvicellular subdivision of the BL and BM, i.e., BLpc and BMpc). In this study, brain-wide afferent and efferent projections of the BLpc and BMpc in the rats are investigated using both retrograde and anterograde tracing methods. Both common and differential connections of the BLpc and BMpc are revealed. Major common inputs of both regions originate from the ventral hippocampal CA1 and prosubiculum, sublenticular extended amygdala, anterior basomedial nucleus, midline thalamic nuclei, endopiriform nucleus, dorsal raphe, piriform cortex and lateral entorhinal cortex. The BLpc receives preferential inputs from agranular insular cortex, amygdalopiriform transition area, periaqueductal gray, parataenial nucleus and anterior cortical nucleus of the amygdala. The BMpc preferentially receives its inputs from the peripeduncular nucleus, paraventricular nucleus of thalamus, ventromedial hypothalamic nucleus (VMH), caudal bed nucleus of stria terminalis (BST), medial amygdaloid nucleus and posterior cortical nucleus of the amygdala. Major differential outputs of the BLpc and BMpc are also obvious. The BLpc projects mainly to nucleus accumbens, rostral BST, lateral central amygdaloid nucleus (Ce), intermediate BL and BM. The BMpc sends its main outputs to VMH, medial Ce, caudal BST, prosubiculum, and perirhinal-ectorhinal cortices. These major findings are further confirmed with anterograde viral tracing in mice. Compared with previous findings in monkeys, our findings in rodents suggest that the BLpc and BMpc have overall similar connectional patterns across species. In addition, some gene markers for BM subdivisions are identified. All these findings would provide an important anatomical basis for the understanding of emotion-related neuronal circuits and diseases and for cross-species comparison of the subcircuits in amygdaloid complex.
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Affiliation(s)
- Ge Zhu
- Key Laboratory of Neuroscience, School of Basic Medical Science, Guangzhou Medical University, Guangzhou, China
| | - Sheng-Qiang Chen
- Department of Psychology, School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Run-Zhe Ma
- Key Laboratory of Neuroscience, School of Basic Medical Science, Guangzhou Medical University, Guangzhou, China
| | - Hui-Ru Cai
- Key Laboratory of Neuroscience, School of Basic Medical Science, Guangzhou Medical University, Guangzhou, China
| | - Jin-Yuan Zhang
- Department of Psychology, School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Yi-Min Peng
- Department of Psychology, School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Dian Lian
- Department of Psychology, School of Health Management, Guangzhou Medical University, Guangzhou, China
| | - Song-Lin Ding
- Department of Psychology, School of Health Management, Guangzhou Medical University, Guangzhou, China
- Allen Institute for Brain Science, Seattle, WA, United States
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Gao H, Chen S, Wang L, Shih PAB. The Impact of Age on Gray Matter Volume Reduction in Anorexia Nervosa: A Systematic Review. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2025:2025.03.03.25322748. [PMID: 40093206 PMCID: PMC11908339 DOI: 10.1101/2025.03.03.25322748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/19/2025]
Abstract
Objective This study examines the relationship between gray matter (GM) volume reduction and age in individuals with Anorexia Nervosa (AN). Specifically, it investigates whether the magnitude and direction of GM volume differences between AN and healthy controls remain consistent across a range of age groups. Additionally, we reviewed regional GM alterations reported in the literature to characterize unique regional brain profiles observed in AN. By synthesizing neuroimaging studies and mean-age stratified analysis, this work provides insights into the possible impact aging can have on GM reduction in patients with AN. Methods Systematic review and meta-analysis were conducted using MRI-based neuroimaging studies assessing GM volume in AN patients and controls. A primary meta-analysis was run for all feasible studies combined, followed by a stratified analysis approach examining "younger mean-age" studies and "older mean-age" studies separately. Random effects models were used for the meta-analysis. Meta-regression was used to determine the influence of age on GM volume differences and was controlled for the body mass index to minimize the confounding effect recovery status has on the GM differences between groups. Regional GM alterations were reviewed and discussed. Results 44 studies, including 1391 individuals with AN and 1566 healthy controls, were included in the primary meta-analysis. No substantial heterogeneity was found across studies. Compared to their respective control groups, the younger-age studies, defined by studies with AN subject of mean age less than 18, exhibited greater significant GM volume loss (-5.39, 95% CI: -7.76 to -3.01, p<0.05) compared to older-age studies (-3.09, 95% CI: -4.16 to -2.03, p<0.05). Meta-regression subgroup results suggest that having older age in AN subjects is linked to less severe GM reduction relative controls. Our review of the regional GM literature reveals that alterations in the hippocampus, amygdala, and precuneus of the medial parietal lobe were more frequently reported than other brain regions in AN. In these regions, we also noticed that younger individuals with AN had more consistent volume reductions across studies, whereas studies with older AN showed greater variability. Conclusion Grey matter volume loss in AN is more pronounced in younger patients even after controlling for the effect of the recovery status. Having older age appears to contribute to less deficit in brain volume loss in AN, suggesting a protective mechanism underlying GM alteration in older AN patients. These findings reinforce the need for early intervention and prolonged recovery support and emphasize the need to develop lifespan-specific disorder management approaches. Future research should explore long-term GM recovery trajectories and the aging effect on GM alteration for older patients to refine strategies for neuroprotection in AN.
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Affiliation(s)
- Huaze Gao
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
| | - Shuo Chen
- School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada
| | - Lei Wang
- Psychiatry and Behavioral Health, Neuroscience Ohio State University, Columbus, OH, United States
| | - Pei-An Betty Shih
- Department of Psychiatry, University of California, San Diego, La Jolla, CA, United States
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King DP, Abdalaziz M, Majewska AK, Cameron JL, Fudge JL. Microglia Morphology in the Developing Primate Amygdala and Effects of Early Life Stress. eNeuro 2025; 12:ENEURO.0466-24.2024. [PMID: 39753372 PMCID: PMC11735683 DOI: 10.1523/eneuro.0466-24.2024] [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: 10/28/2024] [Revised: 12/11/2024] [Accepted: 12/17/2024] [Indexed: 01/18/2025] Open
Abstract
A unique pool of immature glutamatergic neurons in the primate amygdala, known as the paralaminar nucleus (PL), are maturing between infancy and adolescence. The PL is a potential substrate for the steep growth curve of amygdala volume during this developmental period. A microglial component is also embedded among the PL neurons and likely supports local neuronal maturation and emerging synaptogenesis. Microglia may alter neuronal growth following environmental perturbations such as stress. Using multiple measures in rhesus macaques, we found that microglia in the infant primate PL had relatively large somas and a small arbor size. In contrast, microglia in the adolescent PL had a smaller soma and a larger dendritic arbor. We then examined microglial morphology in the PL after a novel maternal separation protocol, to examine the effects of early life stress. After maternal separation, the microglia had increased soma size, arbor size, and complexity. Surprisingly, strong effects were seen not only in the infant PL, but also in the adolescent PL from subjects who had experienced the separation many years earlier. We conclude that under normal maternal-rearing conditions, PL microglia morphology tracks PL neuronal growth, progressing to a more "mature" phenotype by adolescence. Maternal separation has long-lasting effects on microglia, altering their normal developmental trajectory, and resulting in a "hyper-ramified" phenotype that persists for years. We speculate that these changes have consequences for neuronal development in young primates.
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Affiliation(s)
- Dennisha P King
- Department of Neuroscience, University of Rochester Medical Center, Rochester, New York 14642
| | - Miral Abdalaziz
- Department of Neuroscience, University of Rochester Medical Center, Rochester, New York 14642
| | - Ania K Majewska
- Department of Neuroscience, University of Rochester Medical Center, Rochester, New York 14642
| | - Judy L Cameron
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, Pennsylvania 15213
| | - Julie L Fudge
- Department of Neuroscience, University of Rochester Medical Center, Rochester, New York 14642
- Department of Psychiatry, University of Rochester Medical Center, Rochester, New York 14642
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Gawor K, Tomé SO, Vandenberghe R, Van Damme P, Vandenbulcke M, Otto M, von Arnim CAF, Ghebremedhin E, Ronisz A, Ospitalieri S, Blaschko M, Thal DR. Amygdala-predominant α-synuclein pathology is associated with exacerbated hippocampal neuron loss in Alzheimer's disease. Brain Commun 2024; 6:fcae442. [PMID: 39659977 PMCID: PMC11631359 DOI: 10.1093/braincomms/fcae442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2024] [Revised: 10/03/2024] [Accepted: 12/03/2024] [Indexed: 12/12/2024] Open
Abstract
Misfolded α-synuclein protein accumulates in 43-63% of individuals with symptomatic Alzheimer's disease. Two main patterns of comorbid α-synuclein pathology have been identified: caudo-rostral and amygdala-predominant. α-Synuclein aggregates have been shown to interact with the transactive response DNA-binding protein 43 (TDP-43) and abnormally phosphorylated tau protein. All these proteins accumulate in the amygdala, which is anatomically connected with the hippocampus. However, the specific role of amygdala-predominant α-synuclein pathology in the progression of Alzheimer's disease and hippocampal degeneration remains unclear. In this cross-sectional study, we analysed 291 autopsy brains from both demented and non-demented elderly individuals neuropathologically. Neuronal density in the CA1 region of the hippocampus was assessed for all cases. We semiquantitatively evaluated α-synuclein pathology severity across seven brain regions and calculated a ratio of limbic to brainstem α-synuclein pathology severity, which was used to stratify the cases into two distinct spreading patterns. In the 99 symptomatic Alzheimer's disease cases, we assessed severity of limbic-predominant age-related TDP-43 neuropathological changes and CA1 phosphorylated tau density. We performed triple fluorescence staining of medial temporal lobe samples with antibodies against phosphorylated TDP-43, α-synuclein and phosphorylated tau. Finally, we employed path analysis to determine the association network of various parameters of limbic pathology in Alzheimer's disease cases and CA1 neuronal density. We identified an association between the amygdala-predominant αSyn pathology pattern and decreased neuronal density in the CA1 region. We found that Alzheimer's disease cases with an amygdala-predominant α-synuclein pattern exhibited the highest TDP-43 severity and prevalence of TDP-43 inclusions in the dentate gyrus among all groups, while those with the caudo-rostral pattern had the lowest severity of Alzheimer's disease neuropathological changes. We observed colocalization of TDP-43, aggregated α-synuclein and hyperphosphorylated tau in cytoplasmic inclusions within hippocampal and amygdala neurons of Alzheimer's disease cases. Path analysis modelling suggests that the relationship between amygdala-predominant α-synuclein pathology and CA1 neuron loss is partially mediated by hippocampal tau and TDP-43 aggregates. Our findings suggest that Alzheimer's disease cases with amygdala-predominant α-synuclein pathology may constitute a distinct group with more severe hippocampal damage, a higher TDP-43 burden and potential interactions among α-synuclein, TDP-43 and hyperphosphorylated tau.
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Affiliation(s)
- Klara Gawor
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven 3000, Belgium
| | - Sandra O Tomé
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven 3000, Belgium
| | - Rik Vandenberghe
- Laboratory for Cognitive Neurology, Department of Neurosciences, KU Leuven, Leuven 3000, Belgium
- Department of Neurology, University Hospitals Leuven, Leuven 3000, Belgium
| | - Philip Van Damme
- Department of Neurology, University Hospitals Leuven, Leuven 3000, Belgium
- Laboratory for Neurobiology, Department of Neuroscience, KU Leuven, Leuven 3000, Belgium
| | - Mathieu Vandenbulcke
- Laboratory for Translational Neuropsychiatry, Department of Neuroscience, KU Leuven, Leuven 3000, Belgium
| | - Markus Otto
- Department of Neurology, Ulm University, Ulm 89081, Germany
- Department of Neurology, Martin Luther University Halle-Wittenberg, Halle 06120, Germany
| | - Christine A F von Arnim
- Department of Neurology, Ulm University, Ulm 89081, Germany
- Department of Geriatrics, University Medical Center Göttingen, Göttingen 37073, Germany
| | - Estifanos Ghebremedhin
- Institute for Clinical Neuroanatomy, Johann Wolfgang Goethe University, Frankfurt am Main 60596, Germany
| | - Alicja Ronisz
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven 3000, Belgium
| | - Simona Ospitalieri
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven 3000, Belgium
| | - Matthew Blaschko
- Processing Speech and Images, Department of Electrical Engineering, KU Leuven, Leuven 3000, Belgium
| | - Dietmar Rudolf Thal
- Laboratory for Neuropathology, Department of Imaging and Pathology, KU Leuven, Leuven 3000, Belgium
- Department of Pathology, University Hospitals Leuven, Leuven 3000, Belgium
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Wang Y, Xie M, Zheng L, Ma J, Wang M, Zhang L. Associations between parental rearing style and amygdala and hippocampal subfield abnormalities in drug-naive females with anorexia nervosa. BMC Psychiatry 2024; 24:648. [PMID: 39358695 PMCID: PMC11445996 DOI: 10.1186/s12888-024-06120-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Accepted: 09/25/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Altered volumes in the hippocampus and amygdala have been linked to anorexia nervosa (AN). This study aimed to investigate amygdala and hippocampal subfields volume abnormalities in AN patients, and their associations with parental rearing practices and clinical psychological characteristics. METHODS This study included twenty-nine drug-naive females with AN from West China Hospital of Sichuan University, China, and fifty-nine age- and gender-matched healthy controls (HCs) recruited through advertisement. All participants underwent T1-weighted imaging. Amygdala and hippocampal subfields volume was calculated using FreeSurfer 7.0. The Core Self-Evaluation Scale (CSES) and Rosenberg Self-Esteem Scale (RSES) were used to assess the psychological characteristics of AN patients. The Egna Minnen av Barndoms Uppfostran (EMBU) was employed to evaluate parental rearing practices. Group differences in brain volumes were analyzed with covariates like age and total intracranial volume (TIV). Partial correlation analysis explored the correlations between brain region volumes and clinical psychological characteristics. RESULTS AN patients exhibited lower RSES and CSES scores, and more adverse parental rearing style than healthy norms. After adjusting for covariates, AN patients showed decreased gray matter volume (GMV) in the left medial (Me) and cortical (Co) nucleus, as well as in the right hippocampal-amygdala transition area (HATA). GMV in the left Me was correlated with years of education among HCs but not among AN patients. GMV in the right HATA was positively correlated with paternal penalty and severity, as well as maternal overinterference. CONCLUSION This study supports structure abnormalities in amygdala and hippocampus in AN patients and suggests that parental rearing practices may be associated with hippocampal abnormalities, potentially contributing to the pathophysiology of AN. Addressing appropriate parental rearing styles may offer a positive impact on AN.
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Affiliation(s)
- Yu Wang
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China
| | - Min Xie
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China
| | - Linli Zheng
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China
| | - Jing Ma
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China
| | - Meiou Wang
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China
| | - Lan Zhang
- Mental Health Center, West China Hospital of Sichuan University, Dianxin South Street, 28#, Wuhou District, Chengdu, Sichuan, 610041, P. R. China.
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Zeng P, Zhao B, Li M, Wang Y, Cai G, Chen R, Chen L, Liu J. The volumes of amygdala subregions and peripheral programmed cell death protein-1 levels are associated with cognitive decline in individuals with knee osteoarthritis. Brain Behav 2024; 14:e70042. [PMID: 39344268 PMCID: PMC11633366 DOI: 10.1002/brb3.70042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 05/30/2024] [Accepted: 08/21/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Persistent pain is a prominent symptom of knee osteoarthritis (KOA) and has been associated with cognitive decline in individuals with KOA. The amygdala, a complex structure consisting of nine subnuclei, and programmed cell death protein-1 (PD-1) levels play crucial roles in pain regulation and cognitive processing. This study aims to investigate the relationships among amygdala subregion volumes, cognitive function, and PD-1 levels to elucidate the underlying mechanism of cognitive decline in KOA. METHODS In this cross-sectional study, we recruited 36 patients with KOA and 25 age/gender-matched healthy controls for neuropsychological tests, structural magnetic resonance imaging scanning, and measurement of serum PD-1 levels. We used the atlas provided by FreeSurfer software to automatically segment the amygdala subnuclei. Subsequently, we compared the volumes of amygdala subregions between groups and explored their correlation with clinical scores and PD-1 levels. RESULTS Compared to healthy controls, individuals with KOA exhibited significantly lower scores on global cognition tasks, such as long-delay free recall, short-delay free recall, and immediate recall tasks. Moreover, they displayed decreased volumes in lateral nucleus basal nucleus paralaminar nucleus while showing increased volumes in accessory basal nucleus, central nucleus, medial nucleus, and cortical nucleus. Within the KOA group specifically, paralaminar volume was negatively correlated with immediate recall scores; pain scores were negatively correlated with global cognition; basal volume was negatively correlated with PD-1 levels. CONCLUSION Our findings highlight those alterations in amygdala subregion volumes along with changes in serum PD-1 levels may contribute to observe cognitive decline among individuals suffering from KOA.
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Affiliation(s)
- Peiling Zeng
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Baoru Zhao
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Ming Li
- Affiliated Rehabilitation HospitalFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Yajun Wang
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Guiyan Cai
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Ruilin Chen
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
| | - Lidian Chen
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
- National‐Local Joint Engineering Research Center of Rehabilitation Medicine TechnologyFujian University of Traditional Chinese MedicineFuzhouFujianChina
- Traditional Chinese Medicine Rehabilitation Research Center of State Administration of Traditional Chinese MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
- Laboratory of Orthopedics & Traumatology of Traditional Chinese Medicine and Rehabilitation (Fujian University of Traditional Chinese Medicine)Ministry of EducationFuzhouFujianChina
| | - Jiao Liu
- College of Rehabilitation MedicineFujian University of Traditional Chinese MedicineFuzhouFujianChina
- School of Traditional Chinese MedicineCapital Medical UniversityBeijingChina
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King DP, Abdalaziz M, Majewska AK, Cameron JL, Fudge JL. Microglia morphology in the developing primate amygdala and effects of early life stress. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.15.608133. [PMID: 39211183 PMCID: PMC11360906 DOI: 10.1101/2024.08.15.608133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/04/2024]
Abstract
A unique pool of immature glutamatergic neurons in the primate amygdala, known as the paralaminar nucleus (PL), are maturing between infancy and adolescence. The PL is a potential substrate for the steep growth curve of amygdala volume during this developmental period. A microglial component is also embedded among the PL neurons, and likely supports local neuronal maturation and emerging synaptogenesis. Microglia may alter neuronal growth following environmental perturbations such as stress. Using multiple measures, we first found that microglia in the infant primate PL had relatively large somas, and a small arbor size. In contrast, microglia in the adolescent PL had a smaller soma, and a larger dendritic arbor. We then examined microglial morphology in the PL after a novel maternal separation protocol, to examine the effects of early life stress. After maternal separation, the microglia had increased soma size, arbor size and complexity. Surprisingly, strong effects were seen not only in the infant PL, but also in the adolescent PL from subjects who had experienced the separation many years earlier. We conclude that under maternal-rearing conditions, PL microglia morphology tracks PL neuronal growth, progressing to a more 'mature' phenotype by adolescence. Maternal separation has long-lasting effects on microglia, altering their normal developmental trajectory, and resulting in a 'hyper-ramified' phenotype that persists for years. We speculate that these changes have consequences for neuronal development in young primates. Significance Statement The paralaminar (PL) nucleus of the amygdala is an important source of plasticity, due to its unique repository of immature glutamatergic neurons. PL immature neurons mature between birth and adolescence. This process is likely supported by synaptogenesis, which requires microglia. Between infancy and adolescence in macaques, PL microglia became more dense, and shifted to a 'ramified' phenotype, consistent with increased synaptic pruning functions. Early life stress in the form of maternal separation, however, blunted this normal trajectory, leading to persistent 'parainflammatory' microglial morphologies. We speculate that early life stress may alter PL neuronal maturation and synapse formation through microglia.
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Saxon D, Alderman PJ, Sorrells SF, Vicini S, Corbin JG. Neuronal Subtypes and Connectivity of the Adult Mouse Paralaminar Amygdala. eNeuro 2024; 11:ENEURO.0119-24.2024. [PMID: 38811163 PMCID: PMC11208988 DOI: 10.1523/eneuro.0119-24.2024] [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: 03/20/2024] [Revised: 05/03/2024] [Accepted: 05/10/2024] [Indexed: 05/31/2024] Open
Abstract
The paralaminar nucleus of the amygdala (PL) comprises neurons that exhibit delayed maturation. PL neurons are born during gestation but mature during adolescent ages, differentiating into excitatory neurons. These late-maturing PL neurons contribute to the increase in size and cell number of the amygdala between birth and adulthood. However, the function of the PL upon maturation is unknown, as the region has only recently begun to be characterized in detail. In this study, we investigated key defining features of the adult mouse PL; the intrinsic morpho-electric properties of its neurons, and its input and output circuit connectivity. We identify two subtypes of excitatory neurons in the PL based on unsupervised clustering of electrophysiological properties. These subtypes are defined by differential action potential firing properties and dendritic architecture, suggesting divergent functional roles. We further uncover major axonal inputs to the adult PL from the main olfactory network and basolateral amygdala. We also find that axonal outputs from the PL project reciprocally to these inputs and to diverse targets including the amygdala, frontal cortex, hippocampus, hypothalamus, and brainstem. Thus, the adult mouse PL is centrally placed to play a major role in the integration of olfactory sensory information, to coordinate affective and autonomic behavioral responses to salient odor stimuli.
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Affiliation(s)
- David Saxon
- Center for Neuroscience Research, Children's Research Institute, Children's National Hospital, Washington, DC 20011
- Interdisciplinary Program in Neuroscience, Georgetown University Medical Center, Washington, DC 20007
| | - Pia J Alderman
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania 15260
| | - Shawn F Sorrells
- Department of Neuroscience, University of Pittsburgh, Pittsburgh, Pennsylvania 15260
- Center for the Neural Basis of Cognition, University of Pittsburgh, Pittsburgh, Pennsylvania 15260
| | - Stefano Vicini
- Interdisciplinary Program in Neuroscience, Georgetown University Medical Center, Washington, DC 20007
- Department of Pharmacology and Physiology, Georgetown University Medical Center, Washington, DC 20007
| | - Joshua G Corbin
- Center for Neuroscience Research, Children's Research Institute, Children's National Hospital, Washington, DC 20011
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10
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Magrou L, Joyce MKP, Froudist-Walsh S, Datta D, Wang XJ, Martinez-Trujillo J, Arnsten AFT. The meso-connectomes of mouse, marmoset, and macaque: network organization and the emergence of higher cognition. Cereb Cortex 2024; 34:bhae174. [PMID: 38771244 PMCID: PMC11107384 DOI: 10.1093/cercor/bhae174] [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: 01/31/2024] [Revised: 03/29/2024] [Accepted: 04/08/2024] [Indexed: 05/22/2024] Open
Abstract
The recent publications of the inter-areal connectomes for mouse, marmoset, and macaque cortex have allowed deeper comparisons across rodent vs. primate cortical organization. In general, these show that the mouse has very widespread, "all-to-all" inter-areal connectivity (i.e. a "highly dense" connectome in a graph theoretical framework), while primates have a more modular organization. In this review, we highlight the relevance of these differences to function, including the example of primary visual cortex (V1) which, in the mouse, is interconnected with all other areas, therefore including other primary sensory and frontal areas. We argue that this dense inter-areal connectivity benefits multimodal associations, at the cost of reduced functional segregation. Conversely, primates have expanded cortices with a modular connectivity structure, where V1 is almost exclusively interconnected with other visual cortices, themselves organized in relatively segregated streams, and hierarchically higher cortical areas such as prefrontal cortex provide top-down regulation for specifying precise information for working memory storage and manipulation. Increased complexity in cytoarchitecture, connectivity, dendritic spine density, and receptor expression additionally reveal a sharper hierarchical organization in primate cortex. Together, we argue that these primate specializations permit separable deconstruction and selective reconstruction of representations, which is essential to higher cognition.
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Affiliation(s)
- Loïc Magrou
- Department of Neural Science, New York University, New York, NY 10003, United States
| | - Mary Kate P Joyce
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06510, United States
| | - Sean Froudist-Walsh
- School of Engineering Mathematics and Technology, University of Bristol, Bristol, BS8 1QU, United Kingdom
| | - Dibyadeep Datta
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06510, United States
| | - Xiao-Jing Wang
- Department of Neural Science, New York University, New York, NY 10003, United States
| | - Julio Martinez-Trujillo
- Departments of Physiology and Pharmacology, and Psychiatry, Schulich School of Medicine and Dentistry, Western University, London, ON, N6A 3K7, Canada
| | - Amy F T Arnsten
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06510, United States
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11
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Saxon D, Alderman PJ, Sorrells SF, Vicini S, Corbin JG. Neuronal subtypes and connectivity of the adult mouse paralaminar amygdala. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.11.575250. [PMID: 38260244 PMCID: PMC10802617 DOI: 10.1101/2024.01.11.575250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
The paralaminar nucleus of the amygdala (PL) is comprised of neurons which exhibit delayed maturation. PL neurons are born during gestation but mature during adolescent ages, differentiating into excitatory neurons. The PL is prominent in the adult amygdala, contributing to its increased neuron number and relative size compared to childhood. However, the function of the PL is unknown, as the region has only recently begun to be characterized in detail. In this study, we investigated key defining features of the adult PL; the intrinsic morpho-electric properties of its neurons, and its input and output connectivity. We identify two subtypes of excitatory neurons in the PL based on unsupervised clustering of electrophysiological properties. These subtypes are defined by differential action potential firing properties and dendritic architecture, suggesting divergent functional roles. We further uncover major axonal inputs to the adult PL from the main olfactory network and basolateral amygdala. We also find that axonal outputs from the PL project reciprocally to major inputs, and to diverse targets including the amygdala, frontal cortex, hippocampus, hypothalamus, and brainstem. Thus, the adult PL is centrally placed to play a major role in the integration of olfactory sensory information, likely coordinating affective and autonomic behavioral responses to salient odor stimuli. Significance Statement Mammalian amygdala development includes a growth period from childhood to adulthood, believed to support emotional and social learning. This amygdala growth is partly due to the maturation of neurons during adolescence in the paralaminar amygdala. However, the functional properties of these neurons are unknown. In our recent studies, we characterized the paralaminar amygdala in the mouse. Here, we investigate the properties of the adult PL in the mouse, revealing the existence of two neuronal subtypes that may play distinct functional roles in the adult brain. We further reveal the brain-wide input and output connectivity of the PL, indicating that the PL combines olfactory cues for emotional processing and delivers information to regions associated with reward and autonomic states.
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12
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Mulc D, Smilović D, Krsnik Ž, Junaković-Munjas A, Kopić J, Kostović I, Šimić G, Vukšić M. Fetal development of the human amygdala. J Comp Neurol 2024; 532:e25580. [PMID: 38289194 DOI: 10.1002/cne.25580] [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: 04/30/2023] [Revised: 11/03/2023] [Accepted: 12/31/2023] [Indexed: 02/01/2024]
Abstract
The intricate development of the human amygdala involves a complex interplay of diverse processes, varying in speed and duration. In humans, transient cytoarchitectural structures deliquesce, leading to the formation of functionally distinct nuclei as a result of multiple interdependent developmental events. This study compares the amygdala's cytoarchitectural development in conjunction with specific antibody reactivity for neuronal, glial, neuropil, and radial glial fibers, synaptic, extracellular matrix, and myelin components in 39 fetal human brains. We recognized that the early fetal period, as a continuation of the embryonic period, is still dominated by relatively uniform histogenetic processes. The typical appearance of ovoid cell clusters in the lateral nucleus during midfetal period is most likely associated with the cell migration and axonal growth processes in the developing human brain. Notably, synaptic markers are firstly detected in the corticomedial group of nuclei, while immunoreactivity for the panaxonal neurofilament marker SMI 312 is found dorsally. The late fetal period is characterized by a protracted migration process evidenced by the presence of doublecortin and SOX-2 immunoreactivity ventrally, in the prospective paralaminar nucleus, reinforced by vimentin immunoreactivity in the last remaining radial glial fibers. Nearing the term period, SMI 99 immunoreactivity indicates that perinatal myelination becomes prominent primarily along major axonal pathways, laying the foundation for more pronounced functional maturation. This study comprehensively elucidates the rate and sequence of maturational events in the amygdala, highlighting the key role of prenatal development in its behavioral, autonomic, and endocrine regulation, with subsequent implications for both normal functioning and psychiatric disorders.
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Affiliation(s)
- Damir Mulc
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
- Psychiatric Hospital Vrapče, School of Medicine, University of Zagreb, Zagreb, Croatia
| | - Dinko Smilović
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Željka Krsnik
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Alisa Junaković-Munjas
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Janja Kopić
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Ivica Kostović
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Goran Šimić
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
| | - Mario Vukšić
- Croatian Institute for Brain Research, School of Medicine, Scientific Centre of Excellence for Basic, Clinical and Translational Neuroscience, University of Zagreb, Zagreb, Croatia
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Villard J, Chareyron LJ, Piguet O, Lambercy P, Lonchampt G, Lavenex PB, Amaral DG, Lavenex P. Structural plasticity in the entorhinal and perirhinal cortices following hippocampal lesions in rhesus monkeys. Hippocampus 2023; 33:1094-1112. [PMID: 37337377 PMCID: PMC10543642 DOI: 10.1002/hipo.23567] [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: 01/24/2023] [Revised: 05/19/2023] [Accepted: 06/02/2023] [Indexed: 06/21/2023]
Abstract
Immature neurons expressing the Bcl2 protein are present in various regions of the mammalian brain, including the amygdala and the entorhinal and perirhinal cortices. Their functional role is unknown but we have previously shown that neonatal and adult hippocampal lesions increase their differentiation in the monkey amygdala. Here, we assessed whether hippocampal lesions similarly affect immature neurons in the entorhinal and perirhinal cortices. Since Bcl2-positive cells were found mainly in areas Eo, Er, and Elr of the entorhinal cortex and in layer II of the perirhinal cortex, we also used Nissl-stained sections to determine the number and soma size of immature and mature neurons in layer III of area Er and layer II of area 36 of the perirhinal cortex. We found different structural changes in these regions following hippocampal lesions, which were influenced by the time of the lesion. In neonate-lesioned monkeys, the number of immature neurons in the entorhinal and perirhinal cortices was generally higher than in controls. The number of mature neurons was also higher in layer III of area Er of neonate-lesioned monkeys but no differences were found in layer II of area 36. In adult-lesioned monkeys, the number of immature neurons in the entorhinal cortex was lower than in controls but did not differ from controls in the perirhinal cortex. The number of mature neurons in layer III of area Er did not differ from controls, but the number of small, mature neurons in layer II of area 36 was lower than in controls. In sum, hippocampal lesions impacted populations of mature and immature neurons in discrete regions and layers of the entorhinal and perirhinal cortices, which are interconnected with the amygdala and provide major cortical inputs to the hippocampus. These structural changes may contribute to some functional recovery following hippocampal injury in an age-dependent manner.
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Affiliation(s)
- Justine Villard
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
| | - Loïc J. Chareyron
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
| | - Olivia Piguet
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
| | - Pauline Lambercy
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
| | - Gianni Lonchampt
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
| | - Pamela Banta Lavenex
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
- Faculty of Psychology, UniDistance Suisse, Switzerland
| | - David G. Amaral
- MIND Institute and Department of Psychiatry and Behavioral Sciences, University of California at Davis
- California National Primate Research Center, University of California at Davis
| | - Pierre Lavenex
- Laboratory of Brain and Cognitive Development, Institute of Psychology, University of Lausanne, Switzerland
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14
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Xu J, Li W, Bai T, Li J, Zhang J, Hu Q, Wang J, Tian Y, Wang K. Volume of hippocampus-amygdala transition area predicts outcomes of electroconvulsive therapy in major depressive disorder: high accuracy validated in two independent cohorts. Psychol Med 2023; 53:4464-4473. [PMID: 35604047 DOI: 10.1017/s0033291722001337] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Although many previous studies reported structural plasticity of the hippocampus and amygdala induced by electroconvulsive therapy (ECT) in major depressive disorder (MDD), yet the exact roles of both areas for antidepressant effects are still controversial. METHODS In the current study, segmentation of amygdala and hippocampal sub-regions was used to investigate the longitudinal changes of volume, the relationship between volume and antidepressant effects, and prediction performances for ECT in MDD patients before and after ECT using two independent datasets. RESULTS As a result, MDD patients showed selectively and consistently increased volume in the left lateral nucleus, right accessory basal nucleus, bilateral basal nucleus, bilateral corticoamygdaloid transition (CAT), bilateral paralaminar nucleus of the amygdala, and bilateral hippocampus-amygdala transition area (HATA) after ECT in both datasets, whereas marginally significant increase of volume in bilateral granule cell molecular layer of the head of dentate gyrus, the bilateral head of cornu ammonis (CA) 4, and left head of CA 3. Correlation analyses revealed that increased volume of left HATA was significantly associated with antidepressant effects after ECT. Moreover, volumes of HATA in the MDD patients before ECT could be served as potential biomarkers to predict ECT remission with the highest accuracy of 86.95% and 82.92% in two datasets (The predictive models were trained on Dataset 2 and the sensitivity, specificity and accuracy of Dataset 2 were obtained from leave-one-out-cross-validation. Thus, they were not independent and very likely to be inflated). CONCLUSIONS These results not only suggested that ECT could selectively induce structural plasticity of the amygdala and hippocampal sub-regions associated with antidepressant effects of ECT in MDD patients, but also provided potential biomarkers (especially HATA) for effectively and timely interventions for ECT in clinical applications.
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Affiliation(s)
- Jinping Xu
- Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Wenfei Li
- Affiliated Psychological Hospital of Anhui Medical University, Hefei 230022 China
| | - Tongjian Bai
- Department of Neurology, The First Hospital of Anhui Medical University, Hefei, 230022, China
| | - Jiaying Li
- Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Jinhuan Zhang
- Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Qingmao Hu
- Institute of Biomedical and Health Engineering, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
- CAS Key Laboratory of Human-Machine Intelligence-Synergy Systems, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Jiaojian Wang
- Key Laboratory of Biological Science and Technology, Ministry of Education, College of Bioengineering, Chongqing University, Chongqing 400030, China
| | - Yanghua Tian
- Department of Neurology, The First Hospital of Anhui Medical University, Hefei, 230022, China
- Department of Neurology, the Second Hospital of Anhui Medical University, Hefei 230022, China
- Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, 230022, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei 230022, China
- Anhui Medical University, School of Mental Health and Psychological Sciences, Hefei 230022, China
| | - Kai Wang
- Department of Neurology, The First Hospital of Anhui Medical University, Hefei, 230022, China
- Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei, 230022, China
- Anhui Province Key Laboratory of Cognition and Neuropsychiatric Disorders, Hefei 230022, China
- Anhui Medical University, School of Mental Health and Psychological Sciences, Hefei 230022, China
- Collaborative Innovation Center of Neuropsychiatric Disorders and Mental Health, Hefei 230022, China
- Anhui Province clinical research center for neurological disease, Hefei 230022, China
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15
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McHale-Matthews AC, DeCampo DM, Love T, Cameron JL, Fudge JL. Immature neurons in the primate amygdala: Changes with early development and disrupted early environment. Dev Cogn Neurosci 2023; 61:101248. [PMID: 37120994 PMCID: PMC10173404 DOI: 10.1016/j.dcn.2023.101248] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 03/11/2023] [Accepted: 04/21/2023] [Indexed: 05/02/2023] Open
Abstract
In human and nonhuman primates, the amygdala paralaminar nucleus (PL) contains immature neurons. To explore the PL's potential for cellular growth during development, we compared PL neurons in (1) infant and adolescent macaques (control, maternally-reared), and in (2) infant macaques that experienced separation from their mother in the first month of life compared to control maternally-reared infants. In maternally-reared animals, the adolescent PL had fewer immature neurons, more mature neurons, and larger immature soma volumes compared to infant PL. There were also fewer total neurons (immature plus mature) in adolescent versus infant PL, suggesting that some neurons move out of the PL by adolescence. Maternal separation did not change mean immature or mature neuron counts in infant PL. However, across all infant animals, immature neuron soma volume was strongly correlated with mature neuron counts. TBR1 mRNA, a transcript required for glutamatergic neuron maturation, is significantly reduced in the maternally-separated infant PL (DeCampo et al., 2017), and was also positively correlated with mature neuron counts in infant PL. We conclude that immature neurons gradually mature by adolescence, and that the stress of maternal separation may shift this trajectory, as revealed by correlations between TBR1 mRNA and mature neuron numbers across animals.
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Affiliation(s)
- Alexandra C McHale-Matthews
- University of Rochester, School of Medicine and Dentistry, Department of Neuroscience, Rochester, NY 14642, USA
| | | | - Tanzy Love
- University of Rochester, School of Medicine and Dentistry, Department of Biostatistics, Rochester, NY 14642, USA
| | - Judy L Cameron
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15213, USA.
| | - Julie L Fudge
- University of Rochester, School of Medicine and Dentistry, Department of Neuroscience, Rochester, NY 14642, USA; University of Rochester, School of Medicine and Dentistry, Department of Psychiatry, Rochester, NY 14642, USA
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16
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Joyce MKP, Wang J, Barbas H. Subgenual and Hippocampal Pathways in Amygdala Are Set to Balance Affect and Context Processing. J Neurosci 2023; 43:3061-3080. [PMID: 36977583 PMCID: PMC10146557 DOI: 10.1523/jneurosci.2066-22.2023] [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: 11/05/2022] [Revised: 03/02/2023] [Accepted: 03/13/2023] [Indexed: 03/30/2023] Open
Abstract
The amygdala, hippocampus, and subgenual cortex area 25 (A25) are engaged in complex cognitive-emotional processes. Yet pathway interactions from hippocampus and A25 with postsynaptic sites in amygdala remain largely unknown. In rhesus monkeys of both sexes, we studied with neural tracers how pathways from A25 and hippocampus interface with excitatory and inhibitory microcircuits in amygdala at multiple scales. We found that both hippocampus and A25 innervate distinct as well as overlapping sites of the basolateral (BL) amygdalar nucleus. Unique hippocampal pathways heavily innervated the intrinsic paralaminar basolateral nucleus, which is associated with plasticity. In contrast, orbital A25 preferentially innervated another intrinsic network, the intercalated masses, an inhibitory reticulum that gates amygdalar autonomic output and inhibits fear-related behaviors. Finally, using high-resolution confocal and electron microscopy (EM), we found that among inhibitory postsynaptic targets in BL, both hippocampal and A25 pathways preferentially formed synapses with calretinin (CR) neurons, which are known for disinhibition and may enhance excitatory drive in the amygdala. Among other inhibitory postsynaptic sites, A25 pathways innervated the powerful parvalbumin (PV) neurons which may flexibly regulate the gain of neuronal assemblies in the BL that affect the internal state. In contrast, hippocampal pathways innervated calbindin (CB) inhibitory neurons, which modulate specific excitatory inputs for processing context and learning correct associations. Common and unique patterns of innervation in amygdala by hippocampus and A25 have implications for how complex cognitive and emotional processes may be selectively disrupted in psychiatric disorders.SIGNIFICANCE STATEMENT The hippocampus, subgenual A25, and amygdala are associated with learning, memory, and emotions. We found that A25 is poised to affect diverse amygdalar processes, from emotional expression to fear learning by innervating the basal complex and the intrinsic intercalated masses. Hippocampal pathways uniquely interacted with another intrinsic amygdalar nucleus which is associated with plasticity, suggesting flexible processing of signals in context for learning. In the basolateral (BL) amygdala, which has a role in fear learning, both hippocampal and A25 interacted preferentially with disinhibitory neurons, suggesting a boost in excitation. The two pathways diverged in innervating other classes of inhibitory neurons, suggesting circuit specificities that could become perturbed in psychiatric diseases.
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Affiliation(s)
- Mary Kate P Joyce
- Neural Systems Laboratory, Department of Health Sciences, Boston University, Boston, Massachusetts 022152
- Graduate Program in Neuroscience, Boston University and School of Medicine, Boston, Massachusetts 02118
| | - Jingyi Wang
- Neural Systems Laboratory, Department of Health Sciences, Boston University, Boston, Massachusetts 022152
| | - Helen Barbas
- Neural Systems Laboratory, Department of Health Sciences, Boston University, Boston, Massachusetts 022152
- Graduate Program in Neuroscience, Boston University and School of Medicine, Boston, Massachusetts 02118
- Department of Anatomy and Neurobiology, Boston University School of Medicine, Boston, Massachusetts 02118
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17
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Charbonneau JA, Bennett JL, Chau K, Bliss-Moreau E. Reorganization in the macaque interoceptive-allostatic network following anterior cingulate cortex damage. Cereb Cortex 2023; 33:4334-4349. [PMID: 36066407 PMCID: PMC10110454 DOI: 10.1093/cercor/bhac346] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 11/14/2022] Open
Abstract
Accumulating evidence indicates that the adult brain is capable of significant structural change following damage-a capacity once thought to be largely limited to developing brains. To date, most existing research on adult plasticity has focused on how exteroceptive sensorimotor networks compensate for damage to preserve function. Interoceptive networks-those that represent and process sensory information about the body's internal state-are now recognized to be critical for a wide range of physiological and psychological functions from basic energy regulation to maintaining a sense of self, but the extent to which these networks remain plastic in adulthood has not been established. In this report, we used detailed histological analyses to pinpoint precise changes to gray matter volume in the interoceptive-allostatic network in adult rhesus monkeys (Macaca mulatta) who received neurotoxic lesions of the anterior cingulate cortex (ACC) and neurologically intact control monkeys. Relative to controls, monkeys with ACC lesions had significant and selective unilateral expansion of the ventral anterior insula and significant relative bilateral expansion of the lateral nucleus of the amygdala. This work demonstrates the capacity for neuroplasticity in the interoceptive-allostatic network which, given that changes included expansion rather than atrophy, is likely to represent an adaptive response following damage.
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Affiliation(s)
- Joey A Charbonneau
- Neuroscience Graduate Program, University of California Davis, 1544 Newton Court, Davis, CA 95618, United States
- California National Primate Research Center, University of California Davis, One Shields Avenue, Davis, CA 95616, United States
| | - Jeffrey L Bennett
- California National Primate Research Center, University of California Davis, One Shields Avenue, Davis, CA 95616, United States
- Department of Psychiatry and Behavioral Sciences, University of California Davis School of Medicine, 2230 Stockton Blvd, Sacramento, CA 95817, United States
- The MIND Institute, University of California Davis, 2825 50th Street, Sacramento, CA 95817, United States
| | - Kevin Chau
- California National Primate Research Center, University of California Davis, One Shields Avenue, Davis, CA 95616, United States
| | - Eliza Bliss-Moreau
- California National Primate Research Center, University of California Davis, One Shields Avenue, Davis, CA 95616, United States
- Department of Psychology, University of California Davis, 135 Young Hall One Shields Avenue, Davis, CA 95616, United States
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18
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Li YN, Hu DD, Cai XL, Wang Y, Yang C, Jiang J, Zhang QL, Tu T, Wang XS, Wang H, Tu E, Wang XP, Pan A, Yan XX, Wan L. Doublecortin-Expressing Neurons in Human Cerebral Cortex Layer II and Amygdala from Infancy to 100 Years Old. Mol Neurobiol 2023; 60:3464-3485. [PMID: 36879137 DOI: 10.1007/s12035-023-03261-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 02/04/2023] [Indexed: 03/08/2023]
Abstract
A cohort of morphologically heterogenous doublecortin immunoreactive (DCX +) "immature neurons" has been identified in the cerebral cortex largely around layer II and the amygdala largely in the paralaminar nucleus (PLN) among various mammals. To gain a wide spatiotemporal view on these neurons in humans, we examined layer II and amygdalar DCX + neurons in the brains of infants to 100-year-old individuals. Layer II DCX + neurons occurred throughout the cerebrum in the infants/toddlers, mainly in the temporal lobe in the adolescents and adults, and only in the temporal cortex surrounding the amygdala in the elderly. Amygdalar DCX + neurons occurred in all age groups, localized primarily to the PLN, and reduced in number with age. The small-sized DCX + neurons were unipolar or bipolar, and formed migratory chains extending tangentially, obliquely, and inwardly in layers I-III in the cortex, and from the PLN to other nuclei in the amygdala. Morphologically mature-looking neurons had a relatively larger soma and weaker DCX reactivity. In contrast to the above, DCX + neurons in the hippocampal dentate gyrus were only detected in the infant cases in parallelly processed cerebral sections. The present study reveals a broader regional distribution of the cortical layer II DCX + neurons than previously documented in human cerebrum, especially during childhood and adolescence, while both layer II and amygdalar DCX + neurons persist in the temporal lobe lifelong. Layer II and amygdalar DCX + neurons may serve as an essential immature neuronal system to support functional network plasticity in human cerebrum in an age/region-dependent manner.
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Affiliation(s)
- Ya-Nan Li
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Dan-Dan Hu
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Xiao-Lu Cai
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Yan Wang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Chen Yang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Juan Jiang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Qi-Lei Zhang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Tian Tu
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China.,Department of Neurology, Xiangya Hospital, Central South University, Changsha, 410008, Hunan, China
| | - Xiao-Sheng Wang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Hui Wang
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Ewen Tu
- Department of Neurology, Brain Hospital of Hunan Province, Changsha, 410007, Hunan, China
| | - Xiao-Ping Wang
- Department of Psychiatry, The Second Xiangya Hospital, Central South University, Changsha, 410031, Hunan, China
| | - Aihua Pan
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China.
| | - Xiao-Xin Yan
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China
| | - Lily Wan
- Department of Anatomy and Neurobiology, Central South University Xiangya Medical School, Changsha, 410013, Hunan, China.
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McHale-Matthews AC, DeCampo DM, Love T, Cameron JL, Fudge JL. Immature neurons in the primate amygdala: changes with early development and disrupted early environment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.02.10.528076. [PMID: 36798176 PMCID: PMC9934690 DOI: 10.1101/2023.02.10.528076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/14/2023]
Abstract
In human and nonhuman primates, the amygdala paralaminar nucleus (PL) contains immature neurons. To explore the PL’s potential for cellular growth during development, we compared PL cells in 1) infant and adolescent macaques (control, maternally-reared), and in 2) infant macaques that experienced separation from their mother in the first month of life. In maternally-reared animals, the adolescent PL had fewer immature neurons, more mature neurons, and larger immature soma volumes compared to infant PL. There were also fewer total neurons (immature plus mature) in adolescent versus infant PL, suggesting that some neurons move out of the PL by adolescence. Maternal separation did not change mean immature or mature neuron counts in infant PL. However, across all infant animals, immature neuron soma volume was strongly correlated with mature neuron counts. tbr-1 mRNA, a transcript required for glutamatergic neuron maturation, is significantly reduced in the maternally-separated infant PL (DeCampo et al, 2017), and was also positively correlated with mature neuron counts in infant PL. We conclude that immature neurons gradually mature by adolescence, and that the stress of maternal separation may shift this trajectory, as revealed by correlations between tbr1mRNA and mature neuron numbers across animals.
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Affiliation(s)
| | | | - Tanzy Love
- University of Rochester, School of Medicine and Dentistry, Department of Biostatistics, Rochester, NY 14642
| | - Judy L Cameron
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15213
| | - Julie L Fudge
- University of Rochester, School of Medicine and Dentistry Department of Neuroscience Rochester, NY 14642
- University of Rochester, School of Medicine and Dentistry, Department of Psychiatry Rochester, NY 14642
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20
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Sun Y, Hu N, Wang M, Lu L, Luo C, Tang B, Yao C, Sweeney JA, Gong Q, Qiu C, Lui S. Hippocampal subfield alterations in schizophrenia and major depressive disorder: a systematic review and network meta-analysis of anatomic MRI studies. J Psychiatry Neurosci 2023; 48:E34-E49. [PMID: 36750240 PMCID: PMC9911126 DOI: 10.1503/jpn.220086] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/28/2022] [Accepted: 10/30/2022] [Indexed: 02/09/2023] Open
Abstract
BACKGROUND Hippocampal disturbances are important in the pathophysiology of both schizophrenia and major depressive disorder (MDD). Imaging studies have shown selective volume deficits across hippocampal subfields in both disorders. We aimed to investigate whether these volumetric alterations in hippocampal subfields are shared or divergent across disorders. METHODS We searched PubMed and Embase from database inception to May 8, 2021. We identified MRI studies in patients with schizophrenia, MDD or both, in which hippocampal subfield volumes were measured. We excluded nonoriginal, animal or postmortem studies, and studies that used other imaging modalities or overlapping data. We conducted a network meta-analysis to estimate and contrast alterations in subfield volumes in the 2 disorders. RESULTS We identified 45 studies that met the initial criteria for systematic review, of which 15 were eligible for network metaanalysis. Compared to healthy controls, patients with schizophrenia had reduced volumes in the bilateral cornu ammonis (CA) 1, granule cell layer of the dentate gyrus, subiculum, parasubiculum, molecular layer, hippocampal tail and hippocampus-amygdala transition area (HATA); in the left CA4 and presubiculum; and in the right fimbria. Patients with MDD had decreased volumes in the left CA3 and CA4 and increased volumes in the right HATA compared to healthy controls. The bilateral parasubiculum and right HATA were smaller in patients with schizophrenia than in patients with MDD. LIMITATIONS We did not investigate medication effects because of limited information. Study heterogeneity was noteworthy in direct comparisons between patients with MDD and healthy controls. CONCLUSION The volumes of multiple hippocampal subfields are selectively altered in patients with schizophrenia and MDD, with overlap and differentiation in subfield alterations across disorders. Rigorous head-to-head studies are needed to validate our findings.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Changjian Qiu
- From the Huaxi MR Research Center, Department of Radiology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Sun, Lu, Tang, Yao, Sweeney, Gong, Lui); the Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Hu, Luo); the Chinese Evidence-Based Medicine Center and Cochrane China Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Wang); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio, United States (Sweeney); the Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Qiu); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (Lui); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Lui)
| | - Su Lui
- From the Huaxi MR Research Center, Department of Radiology and National Clinical Research Center for Geriatrics, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Sun, Lu, Tang, Yao, Sweeney, Gong, Lui); the Department of Radiology, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Hu, Luo); the Chinese Evidence-Based Medicine Center and Cochrane China Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Wang); the Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati, Cincinnati, Ohio, United States (Sweeney); the Mental Health Center, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Qiu); the Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu, Sichuan, China (Lui); the Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, Sichuan, China (Lui)
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21
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Ghibaudi M, Amenta A, Agosti M, Riva M, Graïc JM, Bifari F, Bonfanti L. Consistency and Variation in Doublecortin and Ki67 Antigen Detection in the Brain Tissue of Different Mammals, including Humans. Int J Mol Sci 2023; 24:2514. [PMID: 36768845 PMCID: PMC9916846 DOI: 10.3390/ijms24032514] [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: 12/16/2022] [Revised: 01/10/2023] [Accepted: 01/12/2023] [Indexed: 01/31/2023] Open
Abstract
Recently, a population of "immature" neurons generated prenatally, retaining immaturity for long periods and finally integrating in adult circuits has been described in the cerebral cortex. Moreover, comparative studies revealed differences in occurrence/rate of different forms of neurogenic plasticity across mammals, the "immature" neurons prevailing in gyrencephalic species. To extend experimentation from laboratory mice to large-brained mammals, including humans, it is important to detect cell markers of neurogenic plasticity in brain tissues obtained from different procedures (e.g., post-mortem/intraoperative specimens vs. intracardiac perfusion). This variability overlaps with species-specific differences in antigen distribution or antibody species specificity, making it difficult for proper comparison. In this work, we detect the presence of doublecortin and Ki67 antigen, markers for neuronal immaturity and cell division, in six mammals characterized by widely different brain size. We tested seven commercial antibodies in four selected brain regions known to host immature neurons (paleocortex, neocortex) and newly born neurons (hippocampus, subventricular zone). In selected human brains, we confirmed the specificity of DCX antibody by performing co-staining with fluorescent probe for DCX mRNA. Our results indicate that, in spite of various types of fixations, most differences were due to the use of different antibodies and the existence of real interspecies variation.
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Affiliation(s)
- Marco Ghibaudi
- Neuroscience Institute Cavalieri Ottolenghi (NICO), 10043 Orbassano, Italy
- Department of Veterinary Sciences, University of Turin, 10095 Torino, Italy
| | - Alessia Amenta
- Laboratory of Cell Metabolism and Regenerative Medicine, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Miriam Agosti
- Laboratory of Cell Metabolism and Regenerative Medicine, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Marco Riva
- Department of Biomedical Sciences, Humanitas University, 20090 Pieve Emanuele, Italy
- IRCCS Humanitas Research Hospital, 20089 Rozzano, Italy
| | - Jean-Marie Graïc
- Department of Comparative Biomedicine and Food Science, University of Padova, 35020 Legnaro, Italy
| | - Francesco Bifari
- Laboratory of Cell Metabolism and Regenerative Medicine, Department of Medical Biotechnology and Translational Medicine, University of Milan, 20133 Milan, Italy
| | - Luca Bonfanti
- Neuroscience Institute Cavalieri Ottolenghi (NICO), 10043 Orbassano, Italy
- Department of Veterinary Sciences, University of Turin, 10095 Torino, Italy
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22
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Wan M, Xia R, Lin H, Ye Y, Qiu P, Zheng G. Baduanjin exercise modulates the hippocampal subregion structure in community-dwelling older adults with cognitive frailty. Front Aging Neurosci 2022; 14:956273. [PMID: 36600804 PMCID: PMC9806122 DOI: 10.3389/fnagi.2022.956273] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Accepted: 11/29/2022] [Indexed: 12/23/2022] Open
Abstract
Background Regular Baduanjin exercise intervention was proven to be beneficial in improving the cognitive ability and physical performance of older adults with different health conditions but was unclear to influence the structural plasticity of the hippocampus. This study aimed to explore the modulation of hippocampal subregions as a mechanism by which Baduanjin exercise improves cognitive frailty in older adults. Methods A total of 102 community-dwelling older adults with cognitive frailty were recruited and randomly allocated to the Baduanjin exercise training group and usual physical activity control group. The participants in the Baduanjin exercise training group participated in a 24-week Baduanjin exercise intervention program with an exercise frequency of 60 min per day, 3 days per week. Cognitive ability and physical frailty were assessed, and MRI scans were performed on all participants at baseline and after 24 weeks of intervention. The structural MRI data were processed with MRIConvert (version 2.0 Rev. 235) and FreeSurfer (version 6.0.0) software. Data analyses were performed using the independent sample t tests/Mann-Whitney U tests with the Bonferroni correction, mixed linear model, correlation, or mediation analysis by the SPSS 24.0 software (IBM Corp, Armonk, NY, United States). Results After 24 weeks of intervention, a statistically significant increase was found for the Montreal Cognitive Assessment (MoCA) scores (p = 0.002) with a large effect size (Cohen's d = 0.94) and the significant interaction effect (P goup × time < 0.05), Memory Quotient (MQ) scores (p = 0.019) with a medium effect size (Cohen's d = 0.688) and the significant interaction effect (P goup × time < 0.05), and other parameters of WMS-RC test including pictures (p = 0.042), recognition (p = 0.017), and association (p = 0.045) test with a medium effect size (Cohens' d = 0.592, 0.703, and 0.581) for the Baduanjin training group, while significant decrease for the Edmonton Frailty Scale (EFS) score (p = 0.022), with a medium effect size (Cohen's d = -0.659) and the significant interaction effect (P goup × time < 0.05) for the Baduanjin training group. The differences in the left parasubiculum, Hippocampal Amygdala Transition Area (HATA), right Cornu Ammonis Subfield 1 (CA1) and presubiculum volumes from baseline to 24 weeks after intervention in the Baduanjin training group were significantly greater than those in the control group (p < 0.05/12). Further analysis showed that the changes in right CA1 volume were positively correlated with the changes in MoCA and MQ scores (r = 0.510, p = 0.015; r = 0.484, p = 0.022;), the changes in right presubiculum and left parasubiculum volumes were positively correlated with the changes in MQ (r = 0.435, p = 0.043) and picture test scores (r = 0.509, p = 0.016), respectively, and the changes in left parasubiculum and HATA volumes were negatively correlated with the changes in EFS scores (r = -0.534, p = 0.011; r = -0.575, p = 0.005) in the Baduanjin training group, even after adjusting for age, sex, years of education and marital status; furthermore, the volume changes in left parasubiculum and left HATA significantly mediated the Baduanjin exercise training-induced decrease in the EFS scores (β = 0.376, 95% CI 0.024 ~ 0.947; β = 0.484, 95% CI 0.091 ~ 0.995); the changes of left parasubiculum and right CA1 significantly mediated the Baduanjin exercise training-induced increase in the picture and MO scores (β = -0.83, 95% CI-1.95 ~ -0.002; β = -2.44, 95% CI-5.99 ~ -0.32). Conclusion A 24-week Baduanjin exercise intervention effectively improved cognitive ability and reduced physical frailty in community-dwelling older adults with cognitive frailty, and the mechanism might be associated with modulating the structural plasticity of the hippocampal subregion.
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Affiliation(s)
- Mingyue Wan
- School of Rehabilitation Sciences, Southern Medical University, Guangzhou, China,College of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China,College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Rui Xia
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China,Department of Rehabilitation, Shenzhen Bao ‘an District People’s Hospital, Shenzhen, China
| | - Huiying Lin
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Yu Ye
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Pingting Qiu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Guohua Zheng
- College of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China,*Correspondence: Guohua Zheng,
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Zhang L, Hu X, Hu Y, Tang M, Qiu H, Zhu Z, Gao Y, Li H, Kuang W, Ji W. Structural covariance network of the hippocampus-amygdala complex in medication-naïve patients with first-episode major depressive disorder. PSYCHORADIOLOGY 2022; 2:190-198. [PMID: 38665275 PMCID: PMC10917195 DOI: 10.1093/psyrad/kkac023] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/05/2022] [Accepted: 12/14/2022] [Indexed: 04/28/2024]
Abstract
Background The hippocampus and amygdala are densely interconnected structures that work together in multiple affective and cognitive processes that are important to the etiology of major depressive disorder (MDD). Each of these structures consists of several heterogeneous subfields. We aim to explore the topologic properties of the volume-based intrinsic network within the hippocampus-amygdala complex in medication-naïve patients with first-episode MDD. Methods High-resolution T1-weighted magnetic resonance imaging scans were acquired from 123 first-episode, medication-naïve, and noncomorbid MDD patients and 81 age-, sex-, and education level-matched healthy control participants (HCs). The structural covariance network (SCN) was constructed for each group using the volumes of the hippocampal subfields and amygdala subregions; the weights of the edges were defined by the partial correlation coefficients between each pair of subfields/subregions, controlled for age, sex, education level, and intracranial volume. The global and nodal graph metrics were calculated and compared between groups. Results Compared with HCs, the SCN within the hippocampus-amygdala complex in patients with MDD showed a shortened mean characteristic path length, reduced modularity, and reduced small-worldness index. At the nodal level, the left hippocampal tail showed increased measures of centrality, segregation, and integration, while nodes in the left amygdala showed decreased measures of centrality, segregation, and integration in patients with MDD compared with HCs. Conclusion Our results provide the first evidence of atypical topologic characteristics within the hippocampus-amygdala complex in patients with MDD using structure network analysis. It provides more delineate mechanism of those two structures that underlying neuropathologic process in MDD.
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Affiliation(s)
- Lianqing Zhang
- Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu 610041, PR China
| | - Xinyue Hu
- Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Yongbo Hu
- Department of Psychiatry, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Mengyue Tang
- Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu 610041, PR China
| | - Hui Qiu
- Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Ziyu Zhu
- Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu 610041, PR China
| | - Yingxue Gao
- Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu 610041, PR China
| | - Hailong Li
- Functional and molecular imaging Key Laboratory of Sichuan Province, West China Hospital, Sichuan University, Chengdu 610041, PR China
| | - Weihong Kuang
- Department of Psychiatry, West China Hospital of Sichuan University, Chengdu 610041, PR China
| | - Weidong Ji
- Shanghai Key Laboratory of Mental Health and Psychological Crisis Intervention, School of Psychology and Cognitive Science and Affiliated Mental Health Center, East China Normal University, Shanghai 200335, China
- Child Psychiatry, Shanghai Changning Mental Health Center, Shanghai 200335, China
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Wang J, Tambini A, Lapate RC. The tie that binds: temporal coding and adaptive emotion. Trends Cogn Sci 2022; 26:1103-1118. [PMID: 36302710 DOI: 10.1016/j.tics.2022.09.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 09/01/2022] [Accepted: 09/07/2022] [Indexed: 11/11/2022]
Abstract
Emotions are temporally dynamic, but the persistence of emotions outside of their appropriate temporal context is detrimental to health and well-being. Yet, precisely how temporal coding and emotional processing interact remains unclear. Recently unveiled temporal context representations in the hippocampus, entorhinal cortex (EC), and prefrontal cortex (PFC) support memory for what happened when. Here, we discuss how these neural temporal representations may interact with densely interconnected amygdala circuitry to shape emotional functioning. We propose a neuroanatomically informed framework suggesting that high-fidelity temporal representations linked to dynamic experiences promote emotion regulation and adaptive emotional memories. Then, we discuss how newly-identified synaptic and molecular features of amygdala-hippocampal projections suggest that intense, amygdala-dependent emotional responses may distort temporal-coding mechanisms. We conclude by identifying key avenues for future research.
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Affiliation(s)
- Jingyi Wang
- Department of Psychological & Brain Sciences, University of California, Santa Barbara, Santa Barbara, CA 93106, USA
| | - Arielle Tambini
- Center for Biomedical Imaging and Neuromodulation, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY 10962, USA
| | - Regina C Lapate
- Department of Psychological & Brain Sciences, University of California, Santa Barbara, Santa Barbara, CA 93106, USA.
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Sedwick VM, Autry AE. Anatomical and molecular features of the amygdalohippocampal transition area and its role in social and emotional behavior processes. Neurosci Biobehav Rev 2022; 142:104893. [PMID: 36179917 PMCID: PMC11106034 DOI: 10.1016/j.neubiorev.2022.104893] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 09/21/2022] [Accepted: 09/24/2022] [Indexed: 02/04/2023]
Abstract
The amygdalohippocampal transition area (AHi) has emerged as a critical nucleus of sociosexual behaviors such as mating, parenting, and aggression. The AHi has been overlooked in rodent and human amygdala studies until recently. The AHi is hypothesized to play a role in metabolic and cognitive functions as well as social behaviors based on its connectivity and molecular composition. The AHi is small nucleus rich in neuropeptide and hormone receptors and is contiguous with the ventral subiculum of the hippocampus-hence its designation as a "transition area". Literature focused on the AHi can be difficult to interpret because of changing nomenclature and conflation with neighboring nuclei. Here we summarize what is currently known about AHi structure and development, connections throughout the brain, molecular composition, and functional significance. We aim to delineate current knowledge regarding the AHi, identify potential functions with supporting evidence, and ultimately make clear the importance of the AHi in sociosexual function.
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Affiliation(s)
- Victoria M Sedwick
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Anita E Autry
- Dominick P. Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA; Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, Bronx, NY, USA.
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Hypertension Status Moderated the Relationship between the Hippocampal Subregion of the Left GC-ML-DG and Cognitive Performance in Subjective Cognitive Decline. DISEASE MARKERS 2022; 2022:7938001. [PMID: 36284989 PMCID: PMC9588336 DOI: 10.1155/2022/7938001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 09/23/2022] [Indexed: 11/17/2022]
Abstract
Background. To investigate the relationship between hypertension status, hippocampus/hippocampal subregion structural alteration, and cognitive performance in subjective cognitive decline (SCD). Methods. All participants were divided into two groups according to blood pressure status: SCD without hypertension and SCD with hypertension. The cognitive assessments and T1-MPRAGE brain MRI were performed to measure the cognitive function and the volume of the hippocampus and hippocampal subregions. Association and mediating/moderating effects were analyzed between the volume of hippocampus/hippocampal subregions and cognitive scores. Results. Compared to the SCD without hypertension, we found (1) increased reaction time (RT) of the Go/No go test, compatible test, and divided attention visual task and (2) decreased volume of the left whole hippocampal/left subiculum/left CA1/left presubiculum/left parasubiculum/left molecular layer HP/left GC-ML-DG/left HATA in SCD with hypertension. There was a significant negative association between the volume of the left GC-ML-DG and Go/No go test RT in SCD without hypertension. A significant moderating effect of hypertension status on the relationship between the volume of the left GC-ML-DG and Go/No go test RT was found. Conclusion. The results suggested that hypertension status affects inhibitory control function and visual divided attention which may be related to the reduction of hippocampus/hippocampal subregion volume in SCD. Limitations. The study has several limitations. First, this study does not include a healthy control group. In further studies, healthy controls may need to assess the interaction between hypertension status and disease status on cognitive function. Second, we defined the hypertension status using with or without hypertension disease. More detailed parameters of hypertension status need to be further studied. Third, our study was a small number of participants/single-center and cross-sectional study, which may hinder its generalization. A large-sample/multicenter, longitudinal study is helpful to comprehensively understand the relationship between hypertension status and cognitive function in SCD patients.
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Immature excitatory neurons in the amygdala come of age during puberty. Dev Cogn Neurosci 2022; 56:101133. [PMID: 35841648 PMCID: PMC9289873 DOI: 10.1016/j.dcn.2022.101133] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/23/2022] [Accepted: 07/08/2022] [Indexed: 11/21/2022] Open
Abstract
The human amygdala is critical for emotional learning, valence coding, and complex social interactions, all of which mature throughout childhood, puberty, and adolescence. Across these ages, the amygdala paralaminar nucleus (PL) undergoes significant structural changes including increased numbers of mature neurons. The PL contains a large population of immature excitatory neurons at birth, some of which may continue to be born from local progenitors. These progenitors disappear rapidly in infancy, but the immature neurons persist throughout childhood and adolescent ages, indicating that they develop on a protracted timeline. Many of these late-maturing neurons settle locally within the PL, though a small subset appear to migrate into neighboring amygdala subnuclei. Despite its prominent growth during postnatal life and possible contributions to multiple amygdala circuits, the function of the PL remains unknown. PL maturation occurs predominately during late childhood and into puberty when sex hormone levels change. Sex hormones can promote developmental processes such as neuron migration, dendritic outgrowth, and synaptic plasticity, which appear to be ongoing in late-maturing PL neurons. Collectively, we describe how the growth of late-maturing neurons occurs in the right time and place to be relevant for amygdala functions and neuropsychiatric conditions.
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Shen MD, Swanson MR, Wolff JJ, Elison JT, Girault JB, Kim SH, Smith RG, Graves MM, Weisenfeld LAH, Flake L, MacIntyre L, Gross JL, Burrows CA, Fonov VS, Collins DL, Evans AC, Gerig G, McKinstry RC, Pandey J, St John T, Zwaigenbaum L, Estes AM, Dager SR, Schultz RT, Styner MA, Botteron KN, Hazlett HC, Piven J. Subcortical Brain Development in Autism and Fragile X Syndrome: Evidence for Dynamic, Age- and Disorder-Specific Trajectories in Infancy. Am J Psychiatry 2022; 179:562-572. [PMID: 35331012 PMCID: PMC9762548 DOI: 10.1176/appi.ajp.21090896] [Citation(s) in RCA: 41] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Previous research has demonstrated that the amygdala is enlarged in children with autism spectrum disorder (ASD). However, the precise onset of this enlargement during infancy, how it relates to later diagnostic behaviors, whether the timing of enlargement in infancy is specific to the amygdala, and whether it is specific to ASD (or present in other neurodevelopmental disorders, such as fragile X syndrome) are all unknown. METHODS Longitudinal MRIs were acquired at 6-24 months of age in 29 infants with fragile X syndrome, 58 infants at high likelihood for ASD who were later diagnosed with ASD, 212 high-likelihood infants not diagnosed with ASD, and 109 control infants (1,099 total scans). RESULTS Infants who developed ASD had typically sized amygdala volumes at 6 months, but exhibited significantly faster amygdala growth between 6 and 24 months, such that by 12 months the ASD group had significantly larger amygdala volume (Cohen's d=0.56) compared with all other groups. Amygdala growth rate between 6 and 12 months was significantly associated with greater social deficits at 24 months when the infants were diagnosed with ASD. Infants with fragile X syndrome had a persistent and significantly enlarged caudate volume at all ages between 6 and 24 months (d=2.12), compared with all other groups, which was significantly associated with greater repetitive behaviors. CONCLUSIONS This is the first MRI study comparing fragile X syndrome and ASD in infancy, demonstrating strikingly different patterns of brain and behavior development. Fragile X syndrome-related changes were present from 6 months of age, whereas ASD-related changes unfolded over the first 2 years of life, starting with no detectable group differences at 6 months. Increased amygdala growth rate between 6 and 12 months occurs prior to social deficits and well before diagnosis. This gradual onset of brain and behavior changes in ASD, but not fragile X syndrome, suggests an age- and disorder-specific pattern of cascading brain changes preceding autism diagnosis.
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Affiliation(s)
- Mark D Shen
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Meghan R Swanson
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Jason J Wolff
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Jed T Elison
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Jessica B Girault
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Sun Hyung Kim
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Rachel G Smith
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Michael M Graves
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Leigh Anne H Weisenfeld
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Lisa Flake
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Leigh MacIntyre
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Julia L Gross
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Catherine A Burrows
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Vladimir S Fonov
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - D Louis Collins
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Alan C Evans
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Guido Gerig
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Robert C McKinstry
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Juhi Pandey
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Tanya St John
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Lonnie Zwaigenbaum
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Annette M Estes
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Stephen R Dager
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Robert T Schultz
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Martin A Styner
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Kelly N Botteron
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Heather C Hazlett
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
| | - Joseph Piven
- Carolina Institute for Developmental Disabilities and Department of Psychiatry (Shen, Girault, Kim, Smith, Graves, Weisenfeld, Gross, Styner, Hazlett, Piven) and UNC Neuroscience Center (Shen), University of North Carolina at Chapel Hill School of Medicine, Chapel Hill; Department of Educational Psychology (Wolff), Institute of Child Development (Elison), and Department of Pediatrics (Elison, Burrows), University of Minnesota, Minneapolis; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis (Flake, McKinstry, Botteron); Department of Radiology, University of Washington Medical Center, Seattle (Dager); Center for Autism Research, Children's Hospital of Philadelphia, University of Pennsylvania Perelman School of Medicine, Philadelphia (Pandey, Schultz); Computer Science and Engineering, NYU Tandon School of Engineering, New York (Gerig); Montreal Neurological Institute, McGill University, Montreal (MacIntyre, Fonov, Collins, Evans); Department of Pediatrics, University of Alberta, Edmonton, Canada (Zwaigenbaum); Department of Speech and Hearing Science, University of Washington, Seattle (St. John, Estes); School of Behavioral and Brain Sciences, University of Texas at Dallas (Swanson)
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Medalla M, Chang W, Ibañez S, Guillamon-Vivancos T, Nittmann M, Kapitonava A, Busch SE, Moore TL, Rosene DL, Luebke JI. Layer-specific pyramidal neuron properties underlie diverse anterior cingulate cortical motor and limbic networks. Cereb Cortex 2022; 32:2170-2196. [PMID: 34613380 PMCID: PMC9113240 DOI: 10.1093/cercor/bhab347] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Revised: 08/26/2021] [Accepted: 08/27/2021] [Indexed: 11/13/2022] Open
Abstract
The laminar cellular and circuit mechanisms by which the anterior cingulate cortex (ACC) exerts flexible control of motor and affective information for goal-directed behavior have not been elucidated. Using multimodal tract-tracing, in vitro patch-clamp recording and computational approaches in rhesus monkeys (M. mulatta), we provide evidence that specialized motor and affective network dynamics can be conferred by layer-specific biophysical and structural properties of ACC pyramidal neurons targeting two key downstream structures -the dorsal premotor cortex (PMd) and the amygdala (AMY). AMY-targeting neurons exhibited significant laminar differences, with L5 more excitable (higher input resistance and action potential firing rates) than L3 neurons. Between-pathway differences were found within L5, with AMY-targeting neurons exhibiting greater excitability, apical dendritic complexity, spine densities, and diversity of inhibitory inputs than PMd-targeting neurons. Simulations using a pyramidal-interneuron network model predict that these layer- and pathway-specific single-cell differences contribute to distinct network oscillatory dynamics. L5 AMY-targeting networks are more tuned to slow oscillations well-suited for affective and contextual processing timescales, while PMd-targeting networks showed strong beta/gamma synchrony implicated in rapid sensorimotor processing. These findings are fundamental to our broad understanding of how layer-specific cellular and circuit properties can drive diverse laminar activity found in flexible behavior.
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Affiliation(s)
- Maria Medalla
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
| | - Wayne Chang
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
| | - Sara Ibañez
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
| | - Teresa Guillamon-Vivancos
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Instituto de Neurociencias de Alicante, Alicante, Spain
| | - Mathias Nittmann
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- University of South Florida, Morsani College of Medicine, Tampa, FL, 33612, USA
| | - Anastasia Kapitonava
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Silas E Busch
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Department of Neurobiology, University of Chicago, Chicago, IL, 60637, USA
| | - Tara L Moore
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
| | - Douglas L Rosene
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
| | - Jennifer I Luebke
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, MA, 02118, USA
- Center for Systems Neuroscience, Boston University, Boston, MA, 02215, USA
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30
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Ohi K, Ishibashi M, Torii K, Hashimoto M, Yano Y, Shioiri T. Differences in subcortical brain volumes among patients with schizophrenia and bipolar disorder and healthy controls. J Psychiatry Neurosci 2022; 47:E77-E85. [PMID: 35232800 PMCID: PMC8896343 DOI: 10.1503/jpn.210144] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 09/09/2021] [Accepted: 10/10/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Patients with schizophrenia and bipolar disorder have an overlapping polygenic architecture and clinical similarities, although the 2 disorders are distinct diagnoses with clinical dissimilarities. It remains unclear whether there are specific differences in subcortical volumes between schizophrenia and bipolar disorder, and whether the subcortical differences are affected by any clinical characteristics. We investigated differences in subcortical volumes bilaterally among patients with schizophrenia, patients with bipolar disorder and healthy controls. We also investigated the influences of clinical characteristics on specific subcortical volumes in these patient groups. METHODS We collected 3 T T 1-weighted MRI brain scans from 413 participants (157 with schizophrenia, 51 with bipolar disorder and 205 controls) with a single scanner at a single institute. We used FreeSurfer version 6.0 for processing the T 1-weighted images to segment the following subcortical brain volumes: thalamus, caudate, putamen, globus pallidus, hippocampus, amygdala and nucleus accumbens. Differences in the 7 subcortical volumes were investigated among the groups. We also evaluated correlations between subcortical volumes and clinical variables in these patient groups. RESULTS Of 7 subcortical regions, patients with schizophrenia had significantly smaller volumes in the left thalamus (Cohen d = -0.29, p = 5.83 × 10-3), bilateral hippocampi (left, d = -0.36, p = 8.85 × 10-4; right, d = -0.41, p = 1.15 × 10-4) and left amygdala (d = -0.31, p = 4.02 × 10-3) than controls. Compared with controls, patients with bipolar disorder had bilateral reductions only in the hippocampal volumes (left, d = -0.52, p = 1.12 × 10-3; right, d = -0.58, p = 0.30 × 10-4). We also found that patients with schizophrenia had significantly smaller volumes in the bilateral amygdalae (left, d = -0.43, p = 4.22 × 10-3; right, d = -0.45, p = 4.56 × 10-3) than patients with bipolar disorder. We did not find any significant volumetric differences in the other 6 subcortical structures between patient groups (p > 0.05). Smaller left amygdalar volumes were significantly correlated with younger onset age only in patients with schizophrenia (r = 0.22, p = 5.78 × 10-3). LIMITATIONS We did not evaluate the differences in subcortical volumes between patients stratified based on clinical bipolar disorder subtype and a history of psychotic episodes because our sample size of patients with bipolar disorder was limited. CONCLUSION Our findings suggest that volumetric differences in the amygdala between patients with schizophrenia and those with bipolar disorder may be a putative biomarker for distinguishing 2 clinically similar diagnoses.
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Affiliation(s)
- Kazutaka Ohi
- From the Department of Psychiatry, Gifu University Graduate School of Medicine, Gifu, Japan (Ohi, Shioiri); the Department of General Internal Medicine, Kanazawa Medical University, Ishikawa, Japan (Ohi); and the School of Medicine, Gifu University, Gifu, Japan (Ishibashi, Torii, Hashimoto, Yano)
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31
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Palomero-Gallagher N, Amunts K. A short review on emotion processing: a lateralized network of neuronal networks. Brain Struct Funct 2022; 227:673-684. [PMID: 34216271 PMCID: PMC8844151 DOI: 10.1007/s00429-021-02331-7] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2021] [Accepted: 06/21/2021] [Indexed: 01/22/2023]
Abstract
Emotions are valenced mental responses and associated physiological reactions that occur spontaneously and automatically in response to internal or external stimuli, and can influence our behavior, and can themselves be modulated to a certain degree voluntarily or by external stimuli. They are subserved by large-scale integrated neuronal networks with epicenters in the amygdala and the hippocampus, and which overlap in the anterior cingulate cortex. Although emotion processing is accepted as being lateralized, the specific role of each hemisphere remains an issue of controversy, and two major hypotheses have been proposed. In the right-hemispheric dominance hypothesis, all emotions are thought to be processed in the right hemisphere, independent of their valence or of the emotional feeling being processed. In the valence lateralization hypothesis, the left is thought to be dominant for the processing of positively valenced stimuli, or of stimuli inducing approach behaviors, whereas negatively valenced stimuli, or stimuli inducing withdrawal behaviors, would be processed in the right hemisphere. More recent research points at the existence of multiple interrelated networks, each associated with the processing of a specific component of emotion generation, i.e., its generation, perception, and regulation. It has thus been proposed to move from hypotheses supporting an overall hemispheric specialization for emotion processing toward dynamic models incorporating multiple interrelated networks which do not necessarily share the same lateralization patterns.
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Affiliation(s)
- Nicola Palomero-Gallagher
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, 52425, Jülich, Germany.
- C. & O. Vogt Institute for Brain Research, Heinrich-Heine-University, 40225, Düsseldorf, Germany.
- Department of Psychiatry, Psychotherapy, and Psychosomatics, Medical Faculty, RWTH, Aachen, Germany.
| | - Katrin Amunts
- Institute of Neuroscience and Medicine (INM-1), Research Centre Jülich, 52425, Jülich, Germany
- C. & O. Vogt Institute for Brain Research, Heinrich-Heine-University, 40225, Düsseldorf, Germany
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32
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McHale AC, Cho YT, Fudge JL. Cortical Granularity Shapes the Organization of Afferent Paths to the Amygdala and Its Striatal Targets in Nonhuman Primate. J Neurosci 2022; 42:1436-1453. [PMID: 34965977 PMCID: PMC8883863 DOI: 10.1523/jneurosci.0970-21.2021] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2021] [Revised: 12/14/2021] [Accepted: 12/15/2021] [Indexed: 11/21/2022] Open
Abstract
The prefrontal cortex (PFC) and insula, amygdala, and striatum form interconnected networks that drive motivated behaviors. We previously found a connectional trend in which granularity of the ventromedial and orbital PFC/insula predicted connections to the amygdala, and also the breadth of amygdalo-striatal efferents, including projections beyond the "classic" ventral striatum. To further interrogate connectional relationships among the cortex, amygdala, and striatum, and to further define the "limbic" (amygdala-recipient) striatum, we conducted tract tracing studies in two cohorts of macaques (male n = 14, female n = 1). We focused on the cortico-amygdalo-striatal (indirect) and cortico-"limbic" striatal (direct) paths originating in the entire PFC and insula. Larger datasets and a quantitative approach revealed "cortical rules" in which cortical granularity predicts the complexity and location of projections to both the basal nucleus of the amygdala and striatum. Remarkably, projections from "cortical-like" basal nucleus to the striatum followed similar patterns. In both "direct" and "indirect" paths to the "limbic" striatum, agranular cortices formed a "foundational," broad projection, and were joined by inputs from progressively more differentiated cortices. In amygdalo-striatal paths, the ventral basal nucleus was the "foundational" input, with progressively more dorsal basal nucleus regions gradually adding inputs as the "limbic" striatum extended caudally. Together, the "indirect" and "direct" paths followed consistent principles in which cortical granularity dictated the strength and complexity of projections at their targets. Cluster analyses independently confirmed these connectional trends, and also highlighted connectional features that predicted termination in specific subregions of the basal nucleus and "limbic" striatum.SIGNIFICANCE STATEMENT The "limbic" system broadly refers to brain circuits that coordinate emotional responses. Here, we investigate circuits of the amygdala, which are involved in coding the emotional value of external cues, and their influence on the striatum. Regions of prefrontal cortex (PFC) and insula form gradients of overlapping inputs to the amygdala's basal nucleus, which feed forward to the striatum. Direct cortical inputs to these "amygdala-recipient" striatal areas are surprisingly organized according to similar principles but subtly shift from the "classic" ventral striatum to the caudal ventral striatum. Together, these distinct subsystems, cortico-amygdalo-striatal circuits and direct cortico-striatal circuits, provide substantial opportunity for different levels of internal, sensory, and external experiences to be integrated within the striatum, a major motor-behavioral interface.
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Affiliation(s)
- A C McHale
- Department of Neuroscience, University of Rochester, Rochester NY 14642
| | - Y T Cho
- Department of Psychiatry, University of Rochester, Rochester, NY 14642
| | - J L Fudge
- Department of Neuroscience, University of Rochester, Rochester NY 14642
- Child Study Center and Department of Psychiatry, Yale University, New Haven, Connecticut 06519
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33
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De Meo E, Portaccio E, Prestipino E, Nacmias B, Bagnoli S, Razzolini L, Pastò L, Niccolai C, Goretti B, Bellinvia A, Fonderico M, Giorgio A, Stromillo ML, Filippi M, Sorbi S, De Stefano N, Amato MP. Effect of BDNF Val66Met polymorphism on hippocampal subfields in multiple sclerosis patients. Mol Psychiatry 2022; 27:1010-1019. [PMID: 34650209 DOI: 10.1038/s41380-021-01345-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Revised: 10/01/2021] [Accepted: 10/04/2021] [Indexed: 01/20/2023]
Abstract
Brain-derived neurotrophic factor (BDNF) Val66Met polymorphism was shown to strongly affect BDNF function, but its role in modulating gray matter damage in multiple sclerosis (MS) patients is still not clear. Given BDNF relevance on the hippocampus, we aimed to explore BDNF Val66Met polymorphism effect on hippocampal subfield volumes and its role in cognitive functioning in MS patients. Using a 3T scanner, we obtained dual-echo and 3DT1-weighted sequences from 50 MS patients and 15 healthy controls (HC) consecutively enrolled. MS patients also underwent genotype analysis of BDNF, neurological and neuropsychological evaluation. Hippocampal subfields were segmented by using Freesurfer. The BDNF Val66Met polymorphism was found in 22 MS patients (44%). Compared to HC, MS patients had lower volume in: bilateral hippocampus-amygdala transition area (HATA); cornus ammonis (CA)1, granule cell layer of dentate gyrus (GCL-DG), CA4 and CA3 of the left hippocampal head; molecular layer (ML) of the left hippocampal body; presubiculum of right hippocampal body and right fimbria. Compared to BDNF Val66Val, Val66Met MS patients had higher volume in bilateral hippocampal tail; CA1, ML, CA3, CA4, and GCL-DG of left hippocampal head; CA1, ML, and CA3 of the left hippocampal body; left HATA and presubiculum of the right hippocampal head. In MS patients, higher lesion burden was associated with lower volume of presubiculum of right hippocampal body; lower volume of left hippocampal tail was associated with worse visuospatial memory performance; lower volume of left hippocampal head with worse performance in semantic fluency. Our findings suggest the BNDF Val66Met polymorphism may have a protective role in MS patients against both hippocampal atrophy and cognitive impairment. BDNF genotype might be a potential biomarker for predicting cognitive prognosis, and an interesting target to study for neuroprotective strategies.
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Affiliation(s)
- Ermelinda De Meo
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy. .,Vita-Salute San Raffaele University, Milan, Italy.
| | - Emilio Portaccio
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Elio Prestipino
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy
| | - Benedetta Nacmias
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Silvia Bagnoli
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy
| | | | - Luisa Pastò
- Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
| | | | - Benedetta Goretti
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy
| | | | | | - Antonio Giorgio
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | | | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy.,Neurology Unit,, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurophysiology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Sandro Sorbi
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Maria Pia Amato
- Department NEUROFARBA, Section Neurosciences, University of Florence, Florence, Italy.,IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
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34
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Tesen H, Watanabe K, Okamoto N, Ikenouchi A, Igata R, Konishi Y, Kakeda S, Yoshimura R. Volume of Amygdala Subregions and Clinical Manifestations in Patients With First-Episode, Drug-Naïve Major Depression. Front Hum Neurosci 2022; 15:780884. [PMID: 35046783 PMCID: PMC8762364 DOI: 10.3389/fnhum.2021.780884] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2021] [Accepted: 12/07/2021] [Indexed: 12/21/2022] Open
Abstract
We examined amygdala subregion volumes in patients with a first episode of major depression (MD) and in healthy subjects. Covariate-adjusted linear regression was performed to compare the MD and healthy groups, and adjustments for age, gender, and total estimated intracranial volume showed no differences in amygdala subregion volumes between the healthy and MD groups. Within the MD group, we examined the association between amygdala subregion volume and the 17-item Hamilton Rating Scale for Depression (HAMD) score and the HAMD subscale score, and found no association in the left amygdala. In the right amygdala, however, there was an inverse linear association between the HAMD total and the HAMD core and lateral nucleus and anterior-amygdaloid-regions. Furthermore, an inverse linear association was seen between the HAMD psychic and the lateral nucleus, anterior-amygdaloid-regions, transition, and whole amygdala. The findings of this study suggest that the severity of MD and some symptoms of MD are associated with right amygdala volume. There have been few reports on the relationship between MD and amygdala subregional volume, and further research is needed to accumulate more data for further validation.
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Affiliation(s)
- Hirofumi Tesen
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Keita Watanabe
- Open Innovation Institute, Kyoto University, Kyoto, Japan
| | - Naomichi Okamoto
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Atsuko Ikenouchi
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Ryohei Igata
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Yuki Konishi
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Shingo Kakeda
- Department of Radiology, Graduate School of Medicine, Hirosaki University, Hirosaki, Japan
| | - Reiji Yoshimura
- Department of Psychiatry, University of Occupational and Environmental Health, Kitakyushu, Japan
- *Correspondence: Reiji Yoshimura,
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35
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Ai JQ, Luo R, Tu T, Yang C, Jiang J, Zhang B, Bi R, Tu E, Yao YG, Yan XX. Doublecortin-Expressing Neurons in Chinese Tree Shrew Forebrain Exhibit Mixed Rodent and Primate-Like Topographic Characteristics. Front Neuroanat 2021; 15:727883. [PMID: 34602987 PMCID: PMC8481370 DOI: 10.3389/fnana.2021.727883] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Accepted: 08/23/2021] [Indexed: 11/18/2022] Open
Abstract
Doublecortin (DCX) is transiently expressed in new-born neurons in the subventricular zone (SVZ) and subgranular zone (SGZ) related to adult neurogenesis in the olfactory bulb (OB) and hippocampal formation. DCX immunoreactive (DCX+) immature neurons also occur in the cerebral cortex primarily over layer II and the amygdala around the paralaminar nucleus (PLN) in various mammals, with interspecies differences pointing to phylogenic variation. The tree shrews (Tupaia belangeri) are phylogenetically closer to primates than to rodents. Little is known about DCX+ neurons in the brain of this species. In the present study, we characterized DCX immunoreactivity (IR) in the forebrain of Chinese tree shrews aged from 2 months- to 6 years-old (n = 18). DCX+ cells were present in the OB, SVZ, SGZ, the piriform cortex over layer II, and the amygdala around the PLN. The numerical densities of DCX+ neurons were reduced in all above neuroanatomical regions with age, particularly dramatic in the DG in the 5–6 years-old animals. Thus, DCX+ neurons are present in the two established neurogenic sites (SVZ and SGZ) in the Chinese tree shrew as seen in other mammals. DCX+ cortical neurons in this animal exhibit a topographic pattern comparable to that in mice and rats, while these immature neurons are also present in the amygdala, concentrating around the PLN as seen in primates and some nonprimate mammals.
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Affiliation(s)
- Jia-Qi Ai
- Department of Anatomy and Neurobiology, Central South University Xiangya School of Medicine, Changsha, China
| | - Rongcan Luo
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunan Province, and KIZ/CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Tian Tu
- Department of Neurology, Xiangya Hospital, Central South University, Changsha, China
| | - Chen Yang
- Department of Anatomy and Neurobiology, Central South University Xiangya School of Medicine, Changsha, China
| | - Juan Jiang
- Department of Anatomy and Neurobiology, Central South University Xiangya School of Medicine, Changsha, China
| | - Bo Zhang
- Department of Neurology, Brain Hospital of Hunan Province, Changsha, China
| | - Rui Bi
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunan Province, and KIZ/CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Ewen Tu
- Department of Neurology, Brain Hospital of Hunan Province, Changsha, China
| | - Yong-Gang Yao
- Key Laboratory of Animal Models and Human Disease Mechanisms of the Chinese Academy of Sciences & Yunan Province, and KIZ/CUHK Joint Laboratory of Bioresources and Molecular Research in Common Diseases, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China.,Kunming College of Life Science, University of Chinese Academy of Sciences, Kunming, China.,CSA Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, China
| | - Xiao-Xin Yan
- Department of Anatomy and Neurobiology, Central South University Xiangya School of Medicine, Changsha, China
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Ohi K, Nemoto K, Kataoka Y, Sugiyama S, Muto Y, Shioiri T, Kawasaki Y. Alterations in hippocampal subfield volumes among schizophrenia patients, their first-degree relatives and healthy subjects. Prog Neuropsychopharmacol Biol Psychiatry 2021; 110:110291. [PMID: 33662534 DOI: 10.1016/j.pnpbp.2021.110291] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/01/2021] [Accepted: 02/23/2021] [Indexed: 01/04/2023]
Abstract
Reduced hippocampal volumes feature prominently in schizophrenia patients (SCZ). Although several studies have investigated hippocampal volume alterations between unaffected first-degree relatives (FR) of SCZ and healthy controls (HC), the results were inconsistent. Furthermore, it remains unclear whether FR have specific alterations in hippocampal subfield volumes. Three-Tesla T1-weighted MP-RAGE brain scans were collected from 347 subjects (138 SCZ, 47 FR and 162 HC) and processed using the hippocampal subfields algorithm in FreeSurfer v6.0. We investigated volumetric differences in the twelve hippocampal subfields bilaterally among SCZ, FR and HC. SCZ displayed bilateral reductions in whole hippocampal volume compared with FR and HC. The hippocampal volumes of FR did not differ from those of HC but exceeded those observed in SCZ. We found volumetric differences in specific hippocampal subfields, including the CA1, hippocampal fissure, presubiculum, molecular layer, fimbria and hippocampal-amygdala transitional area, among diagnostic groups. These alterations arose from differences in the hippocampal subfield volumes between SCZ and the other two diagnostic groups. However, right hippocampal fissure volumes linearly increased among the groups. In contrast, no significant volumetric differences were found in other hippocampal subfields between HC and FR. There were no significant intergroup differences in laterality in any hippocampal subfield volumes and no significant correlations between hippocampal subfield volumes and illness duration, psychiatric symptoms, antipsychotics or premorbid IQ in SCZ. Our findings suggest that volumetric alterations in hippocampal subfields (except the hippocampal fissure) in SCZ could be stable phenomena that are present at illness onset and minimally affected by antipsychotics.
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Affiliation(s)
- Kazutaka Ohi
- Department of Psychiatry and Psychotherapy, Gifu University Graduate School of Medicine, Gifu, Japan; Department of General Internal Medicine, Kanazawa Medical University, Ishikawa, Japan.
| | - Kiyotaka Nemoto
- Department of Neuropsychiatry, Institute of Clinical Medicine, University of Tsukuba, Ibaraki, Japan
| | - Yuzuru Kataoka
- Department of Neuropsychiatry, Kanazawa Medical University, Ishikawa, Japan
| | - Shunsuke Sugiyama
- Department of Psychiatry and Psychotherapy, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Yukimasa Muto
- Department of Psychiatry and Psychotherapy, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Toshiki Shioiri
- Department of Psychiatry and Psychotherapy, Gifu University Graduate School of Medicine, Gifu, Japan
| | - Yasuhiro Kawasaki
- Department of Neuropsychiatry, Kanazawa Medical University, Ishikawa, Japan
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Roddy D, Kelly JR, Farrell C, Doolin K, Roman E, Nasa A, Frodl T, Harkin A, O'Mara S, O'Hanlon E, O'Keane V. Amygdala substructure volumes in Major Depressive Disorder. NEUROIMAGE-CLINICAL 2021; 31:102781. [PMID: 34384996 PMCID: PMC8361319 DOI: 10.1016/j.nicl.2021.102781] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/02/2021] [Accepted: 08/01/2021] [Indexed: 11/27/2022]
Abstract
The role of the amygdala in the experience of emotional states and stress is well established. Connections from the amygdala to the hypothalamus activate the hypothalamic-pituitaryadrenal (HPA) axis and the cortisol response. Previous studies have failed to find consistent whole amygdala volume changes in Major Depressive Disorder (MDD), but differences may exist at the smaller substructural level of the amygdala nuclei. High-resolution T1 and T2-weighted-fluid-attenuated inversion recovery MRIs were compared between 80 patients with MDD and 83 healthy controls (HC) using the automated amygdala substructure module in FreeSurfer 6.0. Volumetric assessments were performed for individual nuclei and three anatomico-functional composite groups of nuclei. Salivary cortisol awakening response (CAR), as a measure of HPA responsivity, was measured in a subset of patients. The right medial nucleus volume was larger in MDD compared to HC (p = 0.002). Increased right-left volume ratios were found in MDD for the whole amygdala (p = 0.004), the laterobasal composite (p = 0.009) and in the central (p = 0.003) and medial (p = 0.014) nuclei. The CAR was not significantly different between MDD and HC. Within the MDD group the left corticoamygdaloid transition area was inversely correlated with the CAR, as measured by area under the curve (AUCg) (p ≤ 0.0001). In conclusion, our study found larger right medial nuclei volumes in MDD compared to HC and relatively increased right compared to left whole and substructure volume ratios in MDD. The results suggest that amygdala substructure volumes may be involved in the pathophysiology of depression.
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Affiliation(s)
- Darren Roddy
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - John R Kelly
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland.
| | - Chloë Farrell
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Kelly Doolin
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Elena Roman
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Anurag Nasa
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Thomas Frodl
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland; Department of Psychiatry and Psychotherapy, Otto von Guericke University Magdeburg, Magdeburg, Germany
| | - Andrew Harkin
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Shane O'Mara
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
| | - Erik O'Hanlon
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland; Department of Psychiatry, Royal College of Surgeons in Ireland, Dublin 2, Ireland
| | - Veronica O'Keane
- Trinity College Institute of Neuroscience, Lloyd Building, Trinity College Dublin, Dublin 2, Ireland
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Life and Death of Immature Neurons in the Juvenile and Adult Primate Amygdala. Int J Mol Sci 2021; 22:ijms22136691. [PMID: 34206571 PMCID: PMC8268704 DOI: 10.3390/ijms22136691] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Revised: 06/11/2021] [Accepted: 06/18/2021] [Indexed: 12/12/2022] Open
Abstract
In recent years, a large population of immature neurons has been documented in the paralaminar nucleus of the primate amygdala. A substantial fraction of these immature neurons differentiate into mature neurons during postnatal development or following selective lesion of the hippocampus. Notwithstanding a growing number of studies on the origin and fate of these immature neurons, fundamental questions about the life and death of these neurons remain. Here, we briefly summarize what is currently known about the immature neurons present in the primate ventral amygdala during development and in adulthood, as well as following selective hippocampal lesions. We provide evidence confirming that the distribution of immature neurons extends to the anterior portions of the entorhinal cortex and layer II of the perirhinal cortex. We also provide novel arguments derived from stereological estimates of the number of mature and immature neurons, which support the view that the migration of immature neurons from the lateral ventricle accompanies neuronal maturation in the primate amygdala at all ages. Finally, we propose and discuss the hypothesis that increased migration and maturation of neurons in the amygdala following hippocampal dysfunction may be linked to behavioral alterations associated with certain neurodevelopmental disorders.
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Ding SL, Yao Z, Hirokawa KE, Nguyen TN, Graybuck LT, Fong O, Bohn P, Ngo K, Smith KA, Koch C, Phillips JW, Lein ES, Harris JA, Tasic B, Zeng H. Distinct Transcriptomic Cell Types and Neural Circuits of the Subiculum and Prosubiculum along the Dorsal-Ventral Axis. Cell Rep 2021; 31:107648. [PMID: 32433957 DOI: 10.1016/j.celrep.2020.107648] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 02/23/2020] [Accepted: 04/22/2020] [Indexed: 01/02/2023] Open
Abstract
Subicular regions play important roles in spatial processing and many cognitive functions, and these are mainly attributed to the subiculum (Sub) rather than the prosubiculum (PS). Using single-cell RNA sequencing, we identify 27 transcriptomic cell types residing in sub-domains of the Sub and PS. Based on in situ expression of reliable transcriptomic markers, the precise boundaries of the Sub and PS are consistently defined along the dorsoventral axis. Using these borders to evaluate Cre-line specificity and tracer injections, we find bona fide Sub projections topographically to structures important for spatial processing and navigation. In contrast, the PS sends its outputs to widespread brain regions crucial for motivation, emotion, reward, stress, anxiety, and fear. The Sub and PS, respectively, dominate dorsal and ventral subicular regions and receive different afferents. These results reveal two molecularly and anatomically distinct circuits centered in the Sub and PS, respectively, providing a consistent explanation for historical data and a clearer foundation for future studies.
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Affiliation(s)
- Song-Lin Ding
- Allen Institute for Brain Science, Seattle, WA 98109, USA.
| | - Zizhen Yao
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | | | | | | | - Olivia Fong
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | - Phillip Bohn
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | - Kiet Ngo
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | | | - Christof Koch
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | | | - Ed S Lein
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | - Julie A Harris
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | - Bosiljka Tasic
- Allen Institute for Brain Science, Seattle, WA 98109, USA
| | - Hongkui Zeng
- Allen Institute for Brain Science, Seattle, WA 98109, USA
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Li L, Pan N, Zhang L, Lui S, Huang X, Xu X, Wang S, Lei D, Li L, Kemp GJ, Gong Q. Hippocampal subfield alterations in pediatric patients with post-traumatic stress disorder. Soc Cogn Affect Neurosci 2021; 16:334-344. [PMID: 33315100 PMCID: PMC7943370 DOI: 10.1093/scan/nsaa162] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 10/15/2020] [Accepted: 12/14/2020] [Indexed: 02/05/2023] Open
Abstract
The hippocampus, a key structure with distinct subfield functions, is strongly implicated in the pathophysiology of post-traumatic stress disorder (PTSD); however, few studies of hippocampus subfields in PTSD have focused on pediatric patients. We therefore investigated the hippocampal subfield volume using an automated segmentation method and explored the subfield-centered functional connectivity aberrations related to the anatomical changes, in a homogenous population of traumatized children with and without PTSD. To investigate the potential diagnostic value in individual patients, we used a machine learning approach to identify features with significant discriminative power for diagnosis of PTSD using random forest classifiers. Compared to controls, we found significant mean volume reductions of 8.4% and 9.7% in the right presubiculum and hippocampal tail in patients, respectively. These two subfields' volumes were the most significant contributors to group discrimination, with a mean classification accuracy of 69% and a specificity of 81%. These anatomical alterations, along with the altered functional connectivity between (pre)subiculum and inferior frontal gyrus, may underlie deficits in fear circuitry leading to dysfunction of fear extinction and episodic memory, causally important in post-traumatic symptoms such as hypervigilance and re-experience. For the first time, we suggest that hippocampal subfield volumes might be useful in discriminating traumatized children with and without PTSD.
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Affiliation(s)
- Lei Li
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Nanfang Pan
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Lianqing Zhang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Su Lui
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Xiaoqi Huang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Xin Xu
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Song Wang
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
| | - Du Lei
- Department of Psychiatry and Behavioral Neuroscience, University of Cincinnati College of Medicine, Cincinnati, OH 45267, USA
| | - Lingjiang Li
- Mental Health Institute, The Second Xiangya Hospital of Central South University, Changsha 410008, China
| | - Graham J Kemp
- Liverpool Magnetic Resonance Imaging Centre and Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool L693BX, UK
| | - Qiyong Gong
- Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China
- Research Unit of Psychoradiology, Chinese Academy of Medical Sciences, Chengdu 610041, China
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Calderazzo SM, Busch SE, Moore TL, Rosene DL, Medalla M. Distribution and overlap of entorhinal, premotor, and amygdalar connections in the monkey anterior cingulate cortex. J Comp Neurol 2021; 529:885-904. [PMID: 32677044 PMCID: PMC8214921 DOI: 10.1002/cne.24986] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 06/17/2020] [Accepted: 07/11/2020] [Indexed: 12/22/2022]
Abstract
The anterior cingulate cortex (ACC) is important for decision-making as it integrates motor plans with affective and contextual limbic information. Disruptions in these networks have been observed in depression, bipolar disorder, and post-traumatic stress disorder. Yet, overlap of limbic and motor connections within subdivisions of the ACC is not well understood. Hence, we administered a combination of retrograde and anterograde tracers into structures important for contextual memories (entorhinal cortex), affective processing (amygdala), and motor planning (dorsal premotor cortex) to assess overlap of labeled projection neurons from (outputs) and axon terminals to (inputs) the ACC of adult rhesus monkeys (Macaca mulatta). Our data show that entorhinal and dorsal premotor cortical (dPMC) connections are segregated across ventral (A25, A24a) and dorsal (A24b,c) subregions of the ACC, while amygdalar connections are more evenly distributed across subregions. Among all areas, the rostral ACC (A32) had the lowest relative density of connections with all three regions. In the ventral ACC, entorhinal and amygdalar connections strongly overlap across all layers, especially in A25. In the dorsal ACC, outputs to dPMC and the amygdala strongly overlap in deep layers. However, dPMC input to the dorsal ACC was densest in deep layers, while amygdalar inputs predominantly localized in upper layers. These connection patterns are consistent with diverse roles of the dorsal ACC in motor evaluation and the ventral ACC in affective and contextual memory. Further, distinct laminar circuits suggest unique interactions within specific ACC compartments that are likely important for the temporal integration of motor and limbic information during flexible goal-directed behavior.
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Affiliation(s)
- Samantha M. Calderazzo
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
- Center for Systems Neuroscience, Boston University, Boston, Massachusetts
| | - Silas E. Busch
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
- Department of Neurobiology, University of Chicago, Chicago, Illinois
| | - Tara L. Moore
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
- Center for Systems Neuroscience, Boston University, Boston, Massachusetts
| | - Douglas L. Rosene
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
- Center for Systems Neuroscience, Boston University, Boston, Massachusetts
| | - Maria Medalla
- Department of Anatomy & Neurobiology, Boston University School of Medicine, Boston, Massachusetts
- Center for Systems Neuroscience, Boston University, Boston, Massachusetts
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Wan M, Ye Y, Lin H, Xu Y, Liang S, Xia R, He J, Qiu P, Huang C, Tao J, Chen L, Zheng G. Deviations in Hippocampal Subregion in Older Adults With Cognitive Frailty. Front Aging Neurosci 2021; 12:615852. [PMID: 33519422 PMCID: PMC7838368 DOI: 10.3389/fnagi.2020.615852] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Accepted: 12/15/2020] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Cognitive frailty is a particular state of cognitive vulnerability toward dementia with neuropathological hallmarks. The hippocampus is a complex, heterogeneous structure closely relates to the cognitive impairment in elderly which is composed of 12 subregions. Atrophy of these subregions has been implicated in a variety of neurodegenerative diseases. The aim of this study was to explore the changes in hippocampal subregions in older adults with cognitive frailty and the relationship between subregions and cognitive impairment as well as physical frailty. METHODS Twenty-six older adults with cognitive frailty and 26 matched healthy controls were included in this study. Cognitive function was evaluated by the Montreal Cognitive Assessment (MoCA) scale (Fuzhou version) and Wechsler Memory Scale-Revised Chinese version (WMS-RC), while physical frailty was tested with the Chinese version of the Edmonton Frailty Scale (EFS) and grip strength. The volume of the hippocampal subregions was measured with structural brain magnetic resonance imaging. Partial correlation analysis was carried out between the volumes of hippocampal subregions and MoCA scores, Wechsler's Memory Quotient and physical frailty indexes. RESULTS A significant volume decrease was found in six hippocampal subregions, including the bilateral presubiculum, the left parasubiculum, molecular layer of the hippocampus proper (molecular layer of the HP), and hippocampal amygdala transition area (HATA), and the right cornu ammonis subfield 1 (CA1) area, in older adults with cognitive frailty, while the proportion of brain parenchyma and total number of white matter fibers were lower than those in the healthy controls. Positive correlations were found between Wechsler's Memory Quotient and the size of the left molecular layer of the HP and HATA and the right presubiculum. The sizes of the left presubiculum, molecular of the layer HP, and HATA and right CA1 and presubiculum were found to be positively correlated with MoCA score. The sizes of the left parasubiculum, molecular layer of the HP and HATA were found to be negatively correlated with the physical frailty index. CONCLUSION Significant volume decrease occurs in hippocampal subregions of older adults with cognitive frailty, and these changes are correlated with cognitive impairment and physical frailty. Therefore, the atrophy of hippocampal subregions could participate in the pathological progression of cognitive frailty.
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Affiliation(s)
- Mingyue Wan
- College of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Yu Ye
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Huiying Lin
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Ying Xu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Shengxiang Liang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Rui Xia
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Jianquan He
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Pingting Qiu
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Chengwu Huang
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Jing Tao
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Lidian Chen
- College of Rehabilitation Medicine, Fujian University of Traditional Chinese Medicine, Fuzhou, China
| | - Guohua Zheng
- College of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China
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Campbell CE, Mezher AF, Eckel SP, Tyszka JM, Pauli WM, Nagel BJ, Herting MM. Restructuring of amygdala subregion apportion across adolescence. Dev Cogn Neurosci 2020; 48:100883. [PMID: 33476872 PMCID: PMC7820032 DOI: 10.1016/j.dcn.2020.100883] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 11/05/2020] [Accepted: 11/13/2020] [Indexed: 01/06/2023] Open
Abstract
Total amygdala volumes develop in association with sex and puberty, and postmortem studies find neuronal numbers increase in a nuclei specific fashion across development. Thus, amygdala subregions and composition may evolve with age. Our goal was to examine if amygdala subregion absolute volumes and/or relative proportion varies as a function of age, sex, or puberty in a large sample of typically developing adolescents (N = 408, 43 % female, 10-17 years). Utilizing the in vivo CIT168 atlas, we quantified 9 subregions and implemented Generalized Additive Mixed Models to capture potential non-linear associations with age and pubertal status between sexes. Only males showed significant age associations with the basolateral ventral and paralaminar subdivision (BLVPL), central nucleus (CEN), and amygdala transition area (ATA). Again, only males showed relative differences in the proportion of the BLVPL, CEN, ATA, along with lateral (LA) and amygdalostriatal transition area (ASTA), with age. Using a best-fit modeling approach, age, and not puberty, was found to drive these associations. The results suggest that amygdala subregions show unique variations with age in males across adolescence. Future research is warranted to determine if our findings may contribute to sex differences in mental health that emerge across adolescence.
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Affiliation(s)
- Claire E Campbell
- Department of Preventive Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, 90033, USA; Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089-2520, USA
| | - Adam F Mezher
- Department of Preventive Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, 90033, USA; Neuroscience Graduate Program, University of Southern California, Los Angeles, CA, 90089-2520, USA
| | - Sandrah P Eckel
- Department of Preventive Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, 90033, USA
| | - J Michael Tyszka
- Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Wolfgang M Pauli
- Division of Humanities and Social Sciences, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Bonnie J Nagel
- Departments of Psychiatry & Behavioral Neuroscience, Oregon Health & Science University, Portland, OR, 97239-3098, USA
| | - Megan M Herting
- Department of Preventive Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, 90033, USA.
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Matyi MA, Spielberg JM. Differential spatial patterns of structural connectivity of amygdala nuclei with orbitofrontal cortex. Hum Brain Mapp 2020; 42:1391-1405. [PMID: 33270320 PMCID: PMC7927308 DOI: 10.1002/hbm.25300] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 11/10/2020] [Accepted: 11/17/2020] [Indexed: 02/06/2023] Open
Abstract
The orbitofrontal cortex (OFC)‐amygdala circuit is critical to goal‐directed behavior, learning, and valuation. However, our understanding of the OFC‐amygdala connections that support these emergent processes is hampered by our reliance on the primate literature and insufficient knowledge regarding the connectivity patterns between regions of OFC and amygdala nuclei, each of which is differentially involved in these processes in humans. Thus, we examined structural connectivity between different OFC regions and four amygdala nuclei in healthy adults (n = 1,053) using diffusion‐based anatomical networks and probabilistic tractography in four conceptually distinct ways. First, we identified the OFC regions that connect with each nucleus. Second, we identified the OFC regions that were more likely to connect with a given nucleus than the others. Finally, we developed probabilistic and rank‐order maps of OFC (one for each nucleus) based upon the likelihood of each OFC voxel exhibiting preferential connectivity with each nucleus and the relative density of connectivity between each OFC voxel and each nucleus, respectively. The first analyses revealed that the connections of each nucleus spanned all of OFC, reflecting widespread overall amygdala linkage with OFC. Analysis of preferential connectivity and probabilistic and rank‐order maps of OFC converged to reveal differential patterns of connectivity between OFC and each nucleus. Present findings illustrate the importance of accounting for spatial specificity when examining links between OFC and amygdala. This fine‐grained examination of OFC‐amygdala connectivity can be applied to understand how such connectivity patterns support a range of emergent functions including affective and motivational processes.
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Affiliation(s)
- Melanie A Matyi
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
| | - Jeffrey M Spielberg
- Department of Psychological and Brain Sciences, University of Delaware, Newark, Delaware, USA
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Usugi R, Nishimura M, Ishiuchi S. Analysis of human hippocampal volumetry in relation to pattern separation ability in healthy young subjects. Brain Behav 2020; 10:e01878. [PMID: 33094927 PMCID: PMC7749596 DOI: 10.1002/brb3.1878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 09/16/2020] [Accepted: 09/22/2020] [Indexed: 12/19/2022] Open
Abstract
INTRODUCTION Hippocampal dentate gyrus related to pattern separation has attracted attention as an area for neurogenesis. However, the associations between the pattern separation and the volumes of hippocampal subfields in humans remain unknown. METHODS 58 young adults were examined the memory task (pattern separation, pattern completion) and the hippocampal volumes. Subjects were asked to determine whether the visual image is a new stimulus, or a similar but different stimulus (pattern separation), or the same stimulus (pattern completion), compared to preceding stimuli, and response time and correct response were measured. The volumes of the whole brain, hippocampus 6 subfields and perihippocampus 5 subfields, were measured using FreeSurfer 6.0. RESULTS Negative associations between the pattern separation task and the volumes of whole brain areas were found in bilateral cerebellar cortex, fourth ventricle, left hippocampus, left thalamus, left ventral diencephalon, and brainstem. Simple linear regression analysis revealed a significant association with the left hippocampal-amygdaloid transition area only, while no significant associations were found in any of the subfield volumes when adjusted with covariates. CONCLUSIONS The principle "bigger is better"-an idea that the larger the volume the better the function-could not be applied to the relation between the pattern separation ability and the dentate gyrus.
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Affiliation(s)
- Ryoichi Usugi
- Department of Neurosurgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Masahiko Nishimura
- Department of Neurosurgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
| | - Shogo Ishiuchi
- Department of Neurosurgery, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan
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Etherton MR, Fotiadis P, Giese AK, Iglesias JE, Wu O, Rost NS. White Matter Hyperintensity Burden Is Associated With Hippocampal Subfield Volume in Stroke. Front Neurol 2020; 11:588883. [PMID: 33193055 PMCID: PMC7649326 DOI: 10.3389/fneur.2020.588883] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Accepted: 10/05/2020] [Indexed: 12/05/2022] Open
Abstract
White matter hyperintensities of presumed vascular origin (WMH) are a prevalent form of cerebral small-vessel disease and an important risk factor for post-stroke cognitive dysfunction. Despite this prevalence, it is not well understood how WMH contributes to post-stroke cognitive dysfunction. Preliminary findings suggest that increasing WMH volume is associated with total hippocampal volume in chronic stroke patients. The hippocampus, however, is a complex structure with distinct subfields that have varying roles in the function of the hippocampal circuitry and unique anatomical projections to different brain regions. For these reasons, an investigation into the relationship between WMH and hippocampal subfield volume may further delineate how WMH predispose to post-stroke cognitive dysfunction. In a prospective study of acute ischemic stroke patients with moderate/severe WMH burden, we assessed the relationship between quantitative WMH burden and hippocampal subfield volumes. Patients underwent a 3T MRI brain within 2–5 days of stroke onset. Total WMH volume was calculated in a semi-automated manner. Mean cortical thickness and hippocampal volumes were measured in the contralesional hemisphere. Total and subfield hippocampal volumes were measured using an automated, high-resolution, ex vivo computational atlas. Linear regression analyses were performed for predictors of total and subfield hippocampal volumes. Forty patients with acute ischemic stroke and moderate/severe white matter hyperintensity burden were included in this analysis. Median WMH volume was 9.0 cm3. Adjusting for intracranial volume and stroke laterality, age (β = −3.7, P < 0.001), hypertension (β = −44.7, P = 0.04), WMH volume (β = −0.89, P = 0.049), and mean cortical thickness (β = 286.2, P = 0.006) were associated with total hippocampal volume. In multivariable analysis, age (β = −3.3, P < 0.001) and cortical thickness (β = 205.2, P = 0.028) remained independently associated with total hippocampal volume. In linear regression for predictors of hippocampal subfield volume, increasing WMH volume was associated with decreased hippocampal-amygdala transition area volume (β = −0.04, P = 0.001). These finding suggest that in ischemic stroke patients, increased WMH burden is associated with selective hippocampal subfield degeneration in the hippocampal-amygdala transition area.
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Affiliation(s)
- Mark R Etherton
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Panagiotis Fotiadis
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Anne-Katrin Giese
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Juan E Iglesias
- Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, United States
| | - Ona Wu
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.,Department of Radiology, Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Boston, MA, United States
| | - Natalia S Rost
- Department of Neurology, J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
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Support Vector Machine-Based Schizophrenia Classification Using Morphological Information from Amygdaloid and Hippocampal Subregions. Brain Sci 2020; 10:brainsci10080562. [PMID: 32824267 PMCID: PMC7465509 DOI: 10.3390/brainsci10080562] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2020] [Revised: 08/13/2020] [Accepted: 08/13/2020] [Indexed: 12/24/2022] Open
Abstract
Structural changes in the hippocampus and amygdala have been demonstrated in schizophrenia patients. However, whether morphological information from these subcortical regions could be used by machine learning algorithms for schizophrenia classification were unknown. The aim of this study was to use volume of the amygdaloid and hippocampal subregions for schizophrenia classification. The dataset consisted of 57 patients with schizophrenia and 69 healthy controls. The volume of 26 hippocampal and 20 amygdaloid subregions were extracted from T1 structural MRI images. Sequential backward elimination (SBE) algorithm was used for feature selection, and a linear support vector machine (SVM) classifier was configured to explore the feasibility of hippocampal and amygdaloid subregions in the classification of schizophrenia. The proposed SBE-SVM model achieved a classification accuracy of 81.75% on 57 patients and 69 healthy controls, with a sensitivity of 84.21% and a specificity of 81.16%. AUC was 0.8241 (p < 0.001 tested with 1000-times permutation). The results demonstrated evidence of hippocampal and amygdaloid structural changes in schizophrenia patients, and also suggested that morphological features from the amygdaloid and hippocampal subregions could be used by machine learning algorithms for the classification of schizophrenia.
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van Eijk L, Hansell NK, Strike LT, Couvy-Duchesne B, de Zubicaray GI, Thompson PM, McMahon KL, Zietsch BP, Wright MJ. Region-specific sex differences in the hippocampus. Neuroimage 2020; 215:116781. [DOI: 10.1016/j.neuroimage.2020.116781] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2019] [Revised: 02/12/2020] [Accepted: 03/27/2020] [Indexed: 01/11/2023] Open
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Novitskaya Y, Dümpelmann M, Vlachos A, Reinacher PC, Schulze-Bonhage A. In vivo-assessment of the human temporal network: Evidence for asymmetrical effective connectivity. Neuroimage 2020; 214:116769. [PMID: 32217164 DOI: 10.1016/j.neuroimage.2020.116769] [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: 11/19/2019] [Revised: 02/22/2020] [Accepted: 03/19/2020] [Indexed: 11/16/2022] Open
Abstract
The human temporal lobe is a multimodal association area which plays a key role in various aspects of cognition, particularly in memory formation and spatial navigation. Functional and anatomical connectivity of temporal structures is thus a subject of intense research, yet by far underexplored in humans due to ethical and technical limitations. We assessed intratemporal cortico-cortical interactions in the living human brain by means of single pulse electrical stimulation, an invasive method allowing mapping effective intracortical connectivity with a high spatiotemporal resolution. Eighteen subjects with normal anterior-mesial temporal MR imaging undergoing intracranial presurgical epilepsy diagnostics with multiple depth electrodes were included. The investigated structures were temporal pole, hippocampus, amygdala and parahippocampal gyrus. Intratemporal cortical connectivity was assessed as a function of amplitude of the early component of the cortico-cortical evoked potentials (CCEP). While the analysis revealed robust interconnectivity between all explored structures, a clear asymmetry in bidirectional connectivity was detected for the hippocampal network and for the connections between the temporal pole and parahippocampal gyrus. The amygdala showed bidirectional asymmetry only to the hippocampus. The provided evidence of asymmetrically weighed intratemporal effective connectivity in humans in vivo is important for understanding of functional interactions within the temporal lobe since asymmetries in the brain connectivity define hierarchies in information processing. The findings are in exact accord with the anatomical tracing studies in non-human primates and open a translational route for interventions employing modulation of temporal lobe function.
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Affiliation(s)
- Yulia Novitskaya
- Epilepsy Center, Department of Neurosurgery, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany.
| | - Matthias Dümpelmann
- Epilepsy Center, Department of Neurosurgery, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany
| | - Andreas Vlachos
- Department of Neuroanatomy, Institute of Anatomy and Cell Biology, Faculty of Medicine, University of Freiburg, Albert Strasse 17, 79104, Freiburg, Germany; Center for Basics in NeuroModulation, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany
| | - Peter Christoph Reinacher
- Department of Stereotactic and Functional Neurosurgery, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany
| | - Andreas Schulze-Bonhage
- Epilepsy Center, Department of Neurosurgery, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany; Center for Basics in NeuroModulation, Faculty of Medicine, University of Freiburg, Breisacher Strasse 64, 79106, Freiburg, Germany
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Kovner R, Oler JA, Kalin NH. Cortico-Limbic Interactions Mediate Adaptive and Maladaptive Responses Relevant to Psychopathology. Am J Psychiatry 2019; 176:987-999. [PMID: 31787014 PMCID: PMC7014786 DOI: 10.1176/appi.ajp.2019.19101064] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Cortico-limbic circuits provide a substrate for adaptive behavioral and emotional responses. However, dysfunction of these circuits can result in maladaptive responses that are associated with psychopathology. The prefrontal-limbic pathways are of particular interest because they facilitate interactions among emotion, cognition, and decision-making functions, all of which are affected in psychiatric disorders. Regulatory aspects of the prefrontal cortex (PFC) are especially relevant to human psychopathology, as the PFC, in addition to its functions, is more recent from an evolutionary perspective and is considerably more complex in human and nonhuman primates compared with other species. This review provides a neuroanatomical and functional perspective of selected regions of the limbic system, the medial temporal lobe structures-the hippocampus and amygdala as well as regions of the PFC. Beyond the specific brain regions, emphasis is placed on the structure and function of critical PFC-limbic circuits, linking alterations in the processing of information across these pathways to the pathophysiology and psychopathology of various psychiatric illnesses.
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Affiliation(s)
- Rothem Kovner
- Department of Neuroscience and Kavli Institute of Neuroscience,
Yale School of Medicine, New Haven, Conn
| | - Jonathan A. Oler
- Department of Psychiatry and HealthEmotions Research Institute,
University of Wisconsin, Madison
| | - Ned H. Kalin
- Department of Psychiatry and HealthEmotions Research Institute,
University of Wisconsin, Madison
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