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Newton C, Pope M, Rua C, Henson R, Ji Z, Burgess N, Rodgers CT, Stangl M, Dounavi M, Castegnaro A, Koychev I, Malhotra P, Wolbers T, Ritchie K, Ritchie CW, O'Brien J, Su L, Chan D. Entorhinal-based path integration selectively predicts midlife risk of Alzheimer's disease. Alzheimers Dement 2024; 20:2779-2793. [PMID: 38421123 PMCID: PMC11032581 DOI: 10.1002/alz.13733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Revised: 01/03/2024] [Accepted: 01/17/2024] [Indexed: 03/02/2024]
Abstract
INTRODUCTION Entorhinal cortex (EC) is the first cortical region to exhibit neurodegeneration in Alzheimer's disease (AD), associated with EC grid cell dysfunction. Given the role of grid cells in path integration (PI)-based spatial behaviors, we predicted that PI impairment would represent the first behavioral change in adults at risk of AD. METHODS We compared immersive virtual reality (VR) PI ability to other cognitive domains in 100 asymptomatic midlife adults stratified by hereditary and physiological AD risk factors. In some participants, behavioral data were compared to 7T magnetic resonance imaging (MRI) measures of brain structure and function. RESULTS Midlife PI impairments predicted both hereditary and physiological AD risk, with no corresponding multi-risk impairment in episodic memory or other spatial behaviors. Impairments associated with altered functional MRI signal in the posterior-medial EC. DISCUSSION Altered PI may represent the transition point from at-risk state to disease manifestation in AD, prior to impairment in other cognitive domains.
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Affiliation(s)
- Coco Newton
- Department of PsychiatryUniversity of CambridgeCambridgeUK
| | - Marianna Pope
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Cambridgeshire and Peterborough NHS Foundation TrustCambridgeUK
| | - Catarina Rua
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUK
| | - Richard Henson
- Department of PsychiatryUniversity of CambridgeCambridgeUK
| | - Zilong Ji
- Institute of Cognitive NeuroscienceUCLLondonUK
| | | | | | - Matthias Stangl
- Jane and Terry Semel Institute for Neuroscience and Human BehaviorUniversity of CaliforniaLos AngelesCaliforniaUSA
- Department of Biomedical EngineeringBoston UniversityBostonMassachusettsUSA
| | | | | | - Ivan Koychev
- Department of PsychiatryWarneford HospitalOxford UniversityOxfordUK
| | | | - Thomas Wolbers
- German Centre for Neurodegenerative Diseases (DZNE)MagdeburgGermany
| | | | - Craig W. Ritchie
- Centre for Dementia PreventionWestern General HospitalUniversity of EdinburghEdinburghUK
| | - John O'Brien
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Cambridgeshire and Peterborough NHS Foundation TrustCambridgeUK
| | - Li Su
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Sheffield Institute for Translational NeuroscienceUniversity of SheffieldSheffieldUK
| | - Dennis Chan
- Department of PsychiatryUniversity of CambridgeCambridgeUK
- Institute of Cognitive NeuroscienceUCLLondonUK
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Murley AG, Rua C, Biggs H, Rodgers CT, Matys T, van den Ameele J, Horvath R, Chinnery PF. 7T MRI detects widespread brain iron deposition in neuroferritinopathy. Ann Clin Transl Neurol 2024. [PMID: 38561955 DOI: 10.1002/acn3.52053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 03/10/2024] [Accepted: 03/15/2024] [Indexed: 04/04/2024] Open
Abstract
Neuroferritinopathy is a disorder of neurodegeneration with brain iron accumulation that has no proven disease-modifying treatments. Clinical trials require biomarkers of iron deposition. We examined brain iron accumulation in one presymptomatic FTL mutation carrier, two individuals with neuroferritinopathy and one healthy control using ultra-high-field 7T MRI. There was increased magnetic susceptibility, suggestive of iron deposition, in superficial and deep gray matter in both presymptomatic and symptomatic neuroferritinopathy. Cavitation of the putamen and globus pallidus increased with disease stage and at follow up. The widespread brain iron deposition in presymptomatic and early disease provides an opportunity for monitoring disease-modifying intervention.
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Affiliation(s)
- Alexander G Murley
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, UK
- Invicro, London, UK
| | - Heather Biggs
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Christopher T Rodgers
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, UK
| | - Tomasz Matys
- Department of Radiology, University of Cambridge, Cambridge, UK
| | - Jelle van den Ameele
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- MRC Mitochondrial Biology Unit, University of Cambridge, Cambridge, UK
| | - Rita Horvath
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
| | - Patrick F Chinnery
- Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK
- MRC Mitochondrial Biology Unit, University of Cambridge, Cambridge, UK
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3
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Ye R, Hezemans FH, O'Callaghan C, Tsvetanov KA, Rua C, Jones PS, Holland N, Malpetti M, Murley AG, Barker RA, Williams-Gray CH, Robbins TW, Passamonti L, Rowe JB. Locus Coeruleus Integrity Is Linked to Response Inhibition Deficits in Parkinson's Disease and Progressive Supranuclear Palsy. J Neurosci 2023; 43:7028-7040. [PMID: 37669861 PMCID: PMC10586538 DOI: 10.1523/jneurosci.0289-22.2023] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 06/21/2023] [Accepted: 06/22/2023] [Indexed: 09/07/2023] Open
Abstract
Parkinson's disease (PD) and progressive supranuclear palsy (PSP) both impair response inhibition, exacerbating impulsivity. Inhibitory control deficits vary across individuals and are linked with worse prognosis, and lack improvement on dopaminergic therapy. Motor and cognitive control are associated with noradrenergic innervation of the cortex, arising from the locus coeruleus (LC) noradrenergic system. Here we test the hypothesis that structural variation of the LC explains response inhibition deficits in PSP and PD. Twenty-four people with idiopathic PD, 14 with PSP-Richardson's syndrome, and 24 age- and sex-matched controls undertook a stop-signal task and ultrahigh field 7T magnetization-transfer-weighted imaging of the LC. Parameters of "race models" of go- versus stop-decisions were estimated using hierarchical Bayesian methods to quantify the cognitive processes of response inhibition. We tested the multivariate relationship between LC integrity and model parameters using partial least squares. Both disorders impaired response inhibition at the group level. PSP caused a distinct pattern of abnormalities in inhibitory control with a paradoxically reduced threshold for go responses, but longer nondecision times, and more lapses of attention. The variation in response inhibition correlated with the variability of LC integrity across participants in both clinical groups. Structural imaging of the LC, coupled with behavioral modeling in parkinsonian disorders, confirms that LC integrity is associated with response inhibition and LC degeneration contributes to neurobehavioral changes. The noradrenergic system is therefore a promising target to treat impulsivity in these conditions. The optimization of noradrenergic treatment is likely to benefit from stratification according to LC integrity.SIGNIFICANCE STATEMENT Response inhibition deficits contribute to clinical symptoms and poor outcomes in people with Parkinson's disease and progressive supranuclear palsy. We used cognitive modeling of performance of a response inhibition task to identify disease-specific mechanisms of abnormal inhibitory control. Response inhibition in both patient groups was associated with the integrity of the noradrenergic locus coeruleus, which we measured in vivo using ultra-high field MRI. We propose that the imaging biomarker of locus coeruleus integrity provides a trans-diagnostic tool to explain individual differences in response inhibition ability beyond the classic nosological borders and diagnostic criteria. Our data suggest a potential new stratified treatment approach for Parkinson's disease and progressive supranuclear palsy.
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Affiliation(s)
- Rong Ye
- Research Center for Translational Medicine, The Second Affiliated Hospital of Anhui Medical University, Hefei, Anhui, 230032, China
- School of Mental Health and Psychological Sciences, Anhui Medical University, Hefei, Anhui, 230032, China
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Frank H Hezemans
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, CB2 7EF, United Kingdom
- Donders Institute for Brain, Cognition and Behaviour, Radboud University, 6525 GD Nijmegen, The Netherlands
| | - Claire O'Callaghan
- Department of Psychiatry, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
- Brain and Mind Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney 2050, New South Wales, Australia
| | - Kamen A Tsvetanov
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, CB2 7EF, United Kingdom
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EA, United Kingdom
| | - Catarina Rua
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - P Simon Jones
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Negin Holland
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Maura Malpetti
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Alexander G Murley
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Roger A Barker
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
- Wellcome-MRC Stem Cell Institute, University of Cambridge, Cambridge, CB2 0AW, United Kingdom
| | - Caroline H Williams-Gray
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
| | - Trevor W Robbins
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EA, United Kingdom
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EA, United Kingdom
| | - Luca Passamonti
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
- Institute of Molecular Bioimaging and Physiology, National Research Council, 88100, Catanzaro, Italy
| | - James B Rowe
- Department of Clinical Neurosciences, Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, CB2 0SZ, United Kingdom
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, CB2 7EF, United Kingdom
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EA, United Kingdom
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Beirão TMBDM, Samões B, Fonseca D, Rua C, Costa F, Vieira R, Aleixo J, Videira T, Ferreira C, Coelho H, Pinto P. Focal facial myositis-a paraneoplastic syndrome? Rheumatology (Oxford) 2023; 62:e297-e298. [PMID: 36944263 DOI: 10.1093/rheumatology/kead133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 03/08/2023] [Accepted: 03/13/2023] [Indexed: 03/23/2023] Open
Affiliation(s)
| | - Beatriz Samões
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Diogo Fonseca
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Catarina Rua
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Flávio Costa
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Romana Vieira
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Joana Aleixo
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Taciana Videira
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Cristina Ferreira
- Hematology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Henrique Coelho
- Hematology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
| | - Patrícia Pinto
- Rheumatology Department, Centro Hospitalar de Vila Nova de Gaia e Espinho, Vila Nova de Gaia, Portugal
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Biria M, Banca P, Healy MP, Keser E, Sawiak SJ, Rodgers CT, Rua C, de Souza AMFLP, Marzuki AA, Sule A, Ersche KD, Robbins TW. Cortical glutamate and GABA are related to compulsive behaviour in individuals with obsessive compulsive disorder and healthy controls. Nat Commun 2023; 14:3324. [PMID: 37369695 DOI: 10.1038/s41467-023-38695-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 05/09/2023] [Indexed: 06/29/2023] Open
Abstract
There has been little analysis of neurochemical correlates of compulsive behaviour to illuminate its underlying neural mechanisms. We use 7-Tesla proton magnetic resonance spectroscopy (1H-MRS) to assess the balance of excitatory and inhibitory neurotransmission by measuring glutamate and GABA levels in anterior cingulate cortex (ACC) and supplementary motor area (SMA) of healthy volunteers and participants with Obsessive-Compulsive Disorder (OCD). Within the SMA, trait and clinical measures of compulsive behaviour are related to glutamate levels, whereas a behavioural index of habitual control correlates with the glutamate:GABA ratio. Participants with OCD also show the latter relationship in the ACC while exhibiting elevated glutamate and lower GABA levels in that region. This study highlights SMA mechanisms of habitual control relevant to compulsive behaviour, common to the healthy sub-clinical and OCD populations. The results also demonstrate additional involvement of anterior cingulate in the balance between goal-directed and habitual responding in OCD.
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Affiliation(s)
- Marjan Biria
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK.
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK.
| | - Paula Banca
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Máiréad P Healy
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Engin Keser
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Stephen J Sawiak
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
- Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge, CB2 3EL, UK
| | - Christopher T Rodgers
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, Cambridge, UK
| | - Ana Maria Frota Lisbôa Pereira de Souza
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
| | - Aleya A Marzuki
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK
- Department of Psychology, School of Medical and Life Sciences, Sunway University, Petaling Jaya, Malaysia
| | - Akeem Sule
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
| | - Karen D Ersche
- Department of Psychiatry, School of Clinical Medicine, University of Cambridge, Cambridge, UK
- Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
- Department of Addictive Behaviour and Addiction Medicine, Central Institute of Mental Health, University of Heidelberg, Heidelberg, Germany
| | - Trevor W Robbins
- Department of Psychology, University of Cambridge, Cambridge, CB2 3EB, UK.
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge, CB2 3EB, UK.
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Cope TE, Sohoglu E, Peterson KA, Jones PS, Rua C, Passamonti L, Sedley W, Post B, Coebergh J, Butler CR, Garrard P, Abdel-Aziz K, Husain M, Griffiths TD, Patterson K, Davis MH, Rowe JB. Temporal lobe perceptual predictions for speech are instantiated in motor cortex and reconciled by inferior frontal cortex. Cell Rep 2023; 42:112422. [PMID: 37099422 DOI: 10.1016/j.celrep.2023.112422] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 12/23/2022] [Accepted: 04/05/2023] [Indexed: 04/27/2023] Open
Abstract
Humans use predictions to improve speech perception, especially in noisy environments. Here we use 7-T functional MRI (fMRI) to decode brain representations of written phonological predictions and degraded speech signals in healthy humans and people with selective frontal neurodegeneration (non-fluent variant primary progressive aphasia [nfvPPA]). Multivariate analyses of item-specific patterns of neural activation indicate dissimilar representations of verified and violated predictions in left inferior frontal gyrus, suggestive of processing by distinct neural populations. In contrast, precentral gyrus represents a combination of phonological information and weighted prediction error. In the presence of intact temporal cortex, frontal neurodegeneration results in inflexible predictions. This manifests neurally as a failure to suppress incorrect predictions in anterior superior temporal gyrus and reduced stability of phonological representations in precentral gyrus. We propose a tripartite speech perception network in which inferior frontal gyrus supports prediction reconciliation in echoic memory, and precentral gyrus invokes a motor model to instantiate and refine perceptual predictions for speech.
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Affiliation(s)
- Thomas E Cope
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK; Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK; Cambridge University Hospitals NHS Trust, Cambridge CB2 0QQ, UK.
| | - Ediz Sohoglu
- Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK; School of Psychology, University of Sussex, Brighton BN1 9RH, UK
| | - Katie A Peterson
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK; Department of Radiology, University of Cambridge, Cambridge CB2 0QQ, UK
| | - P Simon Jones
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Catarina Rua
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Luca Passamonti
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - William Sedley
- Biosciences Institute, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Brechtje Post
- Theoretical and Applied Linguistics, Faculty of Modern & Medieval Languages & Linguistics, University of Cambridge, Cambridge CB3 9DA, UK
| | - Jan Coebergh
- Ashford and St Peter's Hospital, Ashford TW15 3AA, UK; St George's Hospital, London SW17 0QT, UK
| | - Christopher R Butler
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK; Faculty of Medicine, Department of Brain Sciences, Imperial College London, London W12 0NN, UK
| | - Peter Garrard
- St George's Hospital, London SW17 0QT, UK; Molecular and Clinical Sciences Research Institute, St. George's, University of London, London SW17 0RE, UK
| | - Khaled Abdel-Aziz
- Ashford and St Peter's Hospital, Ashford TW15 3AA, UK; St George's Hospital, London SW17 0QT, UK
| | - Masud Husain
- Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Timothy D Griffiths
- Biosciences Institute, Newcastle University, Newcastle upon Tyne NE2 4HH, UK
| | - Karalyn Patterson
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK; Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK
| | - Matthew H Davis
- Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK; Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK; Cambridge University Hospitals NHS Trust, Cambridge CB2 0QQ, UK
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7
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Newton C, Pope M, Rua C, Henson R, Ji Z, Burgess N, Rodgers CT, Stangl M, Dounavi ME, Castegnaro A, Koychev I, Malhotra P, Wolbers T, Ritchie K, Ritchie CW, O’Brien J, Su L, Chan D. Path integration selectively predicts midlife risk of Alzheimer's disease. bioRxiv 2023:2023.01.31.526473. [PMID: 36778428 PMCID: PMC9915680 DOI: 10.1101/2023.01.31.526473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The entorhinal cortex (EC) is the first cortical region to exhibit neurodegeneration in Alzheimer's disease (AD), associated with EC grid cell dysfunction. Given the role of grid cells in path integration, we predicted that path integration impairment would represent the first behavioural change in adults at-risk of AD. Using immersive virtual reality, we found that midlife path integration impairments predicted both hereditary and physiological AD risk, with no corresponding impairment on tests of episodic memory or other spatial behaviours. Impairments related to poorer angular estimation and were associated with hexadirectional grid-like fMRI signal in the posterior-medial EC. These results indicate that altered path integration may represent the transition point from at-risk state to disease onset in AD, prior to impairment in other cognitive domains.
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Affiliation(s)
- Coco Newton
- Department of Psychiatry, University of Cambridge; Cambridge, UK
| | - Marianna Pope
- Department of Psychiatry, University of Cambridge; Cambridge, UK
- Cambridgeshire and Peterborough NHS Foundation Trust; Cambridge, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge; Cambridge, UK
| | - Richard Henson
- Department of Psychiatry, University of Cambridge; Cambridge, UK
| | - Zilong Ji
- Institute of Cognitive Neuroscience, UCL; London, UK
| | - Neil Burgess
- Institute of Cognitive Neuroscience, UCL; London, UK
| | | | - Matthias Stangl
- Jane and Terry Semel Institute for Neuroscience and Human Behavior, University of California; Los Angeles, USA
| | | | | | - Ivan Koychev
- Department of Psychiatry, Oxford University; Oxford, UK
| | - Paresh Malhotra
- Department of Brain Sciences, Imperial College London; London, UK
| | - Thomas Wolbers
- German Centre for Neurodegenerative Diseases (DZNE); Magdeburg, Germany
| | - Karen Ritchie
- Inserm, Institut de Neurosciences; Montpellier, France
| | - Craig W. Ritchie
- Centre for Dementia Prevention, University of Edinburgh; Edinburgh, UK
| | - John O’Brien
- Department of Psychiatry, University of Cambridge; Cambridge, UK
- Cambridgeshire and Peterborough NHS Foundation Trust; Cambridge, UK
| | - Li Su
- Department of Psychiatry, University of Cambridge; Cambridge, UK
| | - Dennis Chan
- Institute of Cognitive Neuroscience, UCL; London, UK
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Ding B, Dragonu I, Rua C, Carlin JD, Halai AD, Liebig P, Heidemann R, Correia MM, Rodgers CT. Parallel transmit (pTx) with online pulse design for task-based fMRI at 7 T. Magn Reson Imaging 2022; 93:163-174. [PMID: 35863691 DOI: 10.1016/j.mri.2022.07.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 06/17/2022] [Accepted: 07/11/2022] [Indexed: 10/31/2022]
Abstract
PURPOSE Parallel transmission (pTx) is an approach to improve image uniformity for ultra-high field imaging. In this study, we modified an echo planar imaging (EPI) sequence to design subject-specific pTx pulses online. We compared its performance against EPI with conventional circularly polarised (CP) pulses. METHODS We compared the pTx-EPI and CP-EPI sequences in a short EPI acquisition protocol and for two different functional paradigms in six healthy volunteers (2 female, aged 23-36 years, mean age 29.2 years). We chose two paradigms that are typically affected by signal dropout at 7 T: a visual objects localiser to determine face/scene selective brain regions and a semantic-processing task. RESULTS Across all subjects, pTx-EPI improved whole-brain mean temporal signal-to-noise ratio (tSNR) by 11.0% compared to CP-EPI. We also compared the ability of pTx-EPI and CP-EPI to detect functional activation for three contrasts over the two paradigms: face > object and scene > object for the visual objects localiser and semantic association > pattern matching for the semantic-processing paradigm. Across all three contrasts, pTx-EPI showed higher median z-scores and detected more active voxels in relevant areas, as determined from previous 3 T studies. CONCLUSION We have demonstrated a workflow for EPI acquisitions with online per-subject pulse calculations. We saw improved performance in both tSNR and functional acquisitions from pTx-EPI. Thus, we believe that online calculation pTx-EPI is robust enough for future fMRI studies, especially where activation is expected in brain areas liable to significant signal dropout.
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Affiliation(s)
- Belinda Ding
- Wolfson Brain Imaging Centre, University of Cambridge, UK.
| | | | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, UK; Department of Clinical Neurosciences, University of Cambridge, UK; Invicro, Invicro London, UK
| | | | - Ajay D Halai
- MRC Cognition and Brain Science Unit, Cambridge, UK
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9
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Ye R, O'Callaghan C, Rua C, Hezemans FH, Holland N, Malpetti M, Jones PS, Barker RA, Williams‐Gray CH, Robbins TW, Passamonti L, Rowe J. Locus Coeruleus Integrity from 7 T MRI Relates to Apathy and Cognition in Parkinsonian Disorders. Mov Disord 2022; 37:1663-1672. [PMID: 35576973 PMCID: PMC9541468 DOI: 10.1002/mds.29072] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Revised: 03/15/2022] [Accepted: 03/27/2022] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Neurodegeneration in the locus coeruleus (LC) contributes to neuropsychiatric symptoms in both Parkinson's disease (PD) and progressive supranuclear palsy (PSP). Spatial precision of LC imaging is improved with ultrahigh field 7 T magnetic resonance imaging. OBJECTIVES This study aimed to characterize the spatial patterns of LC pathological change in PD and PSP and the transdiagnostic relationship between LC signals and neuropsychiatric symptoms. METHODS Twenty-five people with idiopathic PD, 14 people with probable PSP-Richardson's syndrome, and 24 age-matched healthy controls were recruited. Participants underwent clinical assessments and high-resolution (0.08 mm3 ) 7 T-magnetization-transfer imaging to measure LC integrity in vivo. Spatial patterns of LC change were obtained using subregional mean contrast ratios and significant LC clusters; we further correlated the LC contrast with measures of apathy and cognition, using both mixed-effect models and voxelwise analyses. RESULTS PSP and PD groups showed significant LC degeneration in the caudal subregion relative to controls. Mixed-effect models revealed a significant interaction between disease-group and apathy-related correlations with LC degeneration (β = 0.46, SE [standard error] = 0.17, F(1, 35) = 7.46, P = 0.01), driven by a strong correlation in PSP (β = -0.58, SE = 0.21, t(35) = -2.76, P = 0.009). Across both disease groups, voxelwise analyses indicated that lower LC integrity was associated with worse cognition and higher apathy scores. CONCLUSIONS The relationship between LC and nonmotor symptoms highlights a role for noradrenergic dysfunction across both PD and PSP, confirming the potential for noradrenergic therapeutic strategies to address transdiagnostic cognitive and behavioral features in neurodegenerative disease. © 2022 The Authors. Movement Disorders published by Wiley Periodicals LLC on behalf of International Parkinson and Movement Disorder Society.
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Affiliation(s)
- Rong Ye
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
| | - Claire O'Callaghan
- Brain and Mind Centre and School of Medical SciencesFaculty of Medicine and Health, University of SydneySydneyAustralia
- Department of PsychiatryUniversity of CambridgeCambridgeUnited Kingdom
| | - Catarina Rua
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
| | - Frank H. Hezemans
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
- MRC Cognition and Brain Sciences UnitUniversity of CambridgeCambridgeUnited Kingdom
| | - Negin Holland
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
| | - Maura Malpetti
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
| | - P. Simon Jones
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
| | - Roger A. Barker
- Department of Clinical Neurosciences, John van Geest Centre for Brain RepairUniversity of CambridgeCambridgeUnited Kingdom
- Wellcome Trust—Medical Research Council Stem Cell InstituteUniversity of CambridgeCambridgeUnited Kingdom
| | - Caroline H. Williams‐Gray
- Department of Clinical Neurosciences, John van Geest Centre for Brain RepairUniversity of CambridgeCambridgeUnited Kingdom
| | - Trevor W. Robbins
- Department of PsychologyUniversity of CambridgeCambridgeUnited Kingdom
- Behavioural and Clinical Neuroscience InstituteUniversity of CambridgeCambridgeUnited Kingdom
| | - Luca Passamonti
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
- Istituto di Bioimmagini e Fisiologia MolecolareConsiglio Nazionale delle RicercheCefalùItaly
| | - James Rowe
- Department of Clinical Neurosciences and Cambridge University Hospitals NHS TrustUniversity of CambridgeCambridgeUnited Kingdom
- MRC Cognition and Brain Sciences UnitUniversity of CambridgeCambridgeUnited Kingdom
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10
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Naessens M, Cope TE, Murley AG, Malpetti M, Rua C, Hughes LE, Perry A, Ye R, Rodgers CT, Jones PS, Rowe JB. 7T imaging in progressive supranuclear palsy and behavioural variant frontotemporal dementia. Alzheimers Dement 2021. [DOI: 10.1002/alz.058516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
| | | | - Alexander G Murley
- University of Cambridge Cambridge United Kingdom
- Cambridge University Hospitals NHS Foundation Trust Cambridge United Kingdom
| | | | - Catarina Rua
- University of Cambridge Cambridge United Kingdom
| | | | | | - Rong Ye
- University of Cambridge Cambridge United Kingdom
| | | | | | - James B Rowe
- University of Cambridge Cambridge United Kingdom
- Cambridge University Centre for Frontotemporal Dementia University of Cambridge Cambridge United Kingdom
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11
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Ye R, O'Callaghan C, Rua C, Hezemans FH, Holland N, Malpetti M, Jones PS, Passamonti L, Rowe JB. 7T locus coeruleus imaging correlates of apathy and cognition in patients with Parkinson’s disease and progressive supranuclear palsy. Alzheimers Dement 2021. [DOI: 10.1002/alz.053045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Rong Ye
- University of Cambridge Cambridge United Kingdom
| | - Claire O'Callaghan
- University of Cambridge Cambridge United Kingdom
- University of Sydney Sydney NSW Australia
| | - Catarina Rua
- University of Cambridge Cambridge United Kingdom
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12
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Huang P, Correia MM, Rua C, Rodgers CT, Henson RN, Carlin JD. Correcting for Superficial Bias in 7T Gradient Echo fMRI. Front Neurosci 2021; 15:715549. [PMID: 34630010 PMCID: PMC8494131 DOI: 10.3389/fnins.2021.715549] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Accepted: 08/17/2021] [Indexed: 11/29/2022] Open
Abstract
The arrival of submillimeter ultra high-field fMRI makes it possible to compare activation profiles across cortical layers. However, the blood oxygenation level dependent (BOLD) signal measured by gradient echo (GE) fMRI is biased toward superficial layers of the cortex, which is a serious confound for laminar analysis. Several univariate and multivariate analysis methods have been proposed to correct this bias. We compare these methods using computational simulations of 7T fMRI data from regions of interest (ROI) during a visual attention paradigm. We also tested the methods on a pilot dataset of human 7T fMRI data. The simulations show that two methods–the ratio of ROI means across conditions and a novel application of Deming regression–offer the most robust correction for superficial bias. Deming regression has the additional advantage that it does not require that the conditions differ in their mean activation over voxels within an ROI. When applied to the pilot dataset, we observed strikingly different layer profiles when different attention metrics were used, but were unable to discern any differences in laminar attention across layers when Deming regression or ROI ratio was applied. Our simulations demonstrates that accurate correction of superficial bias is crucial to avoid drawing erroneous conclusions from laminar analyses of GE fMRI data, and this is affirmed by the results from our pilot 7T fMRI data.
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Affiliation(s)
- Pei Huang
- Singapore Institute for Clinical Sciences, A∗STAR, Singapore, Singapore.,MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Marta M Correia
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | | | - Richard N Henson
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Johan D Carlin
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
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13
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O’Callaghan C, Hezemans FH, Ye R, Rua C, Jones PS, Murley AG, Holland N, Regenthal R, Tsvetanov KA, Wolpe N, Barker RA, Williams-Gray CH, Robbins TW, Passamonti L, Rowe JB. Locus coeruleus integrity and the effect of atomoxetine on response inhibition in Parkinson's disease. Brain 2021; 144:2513-2526. [PMID: 33783470 PMCID: PMC7611672 DOI: 10.1093/brain/awab142] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2020] [Revised: 03/09/2021] [Accepted: 03/23/2021] [Indexed: 11/23/2022] Open
Abstract
Cognitive decline is a common feature of Parkinson's disease, and many of these cognitive deficits fail to respond to dopaminergic therapy. Therefore, targeting other neuromodulatory systems represents an important therapeutic strategy. Among these, the locus coeruleus-noradrenaline system has been extensively implicated in response inhibition deficits. Restoring noradrenaline levels using the noradrenergic reuptake inhibitor atomoxetine can improve response inhibition in some patients with Parkinson's disease, but there is considerable heterogeneity in treatment response. Accurately predicting the patients who would benefit from therapies targeting this neurotransmitter system remains a critical goal, in order to design the necessary clinical trials with stratified patient selection to establish the therapeutic potential of atomoxetine. Here, we test the hypothesis that integrity of the noradrenergic locus coeruleus explains the variation in improvement of response inhibition following atomoxetine. In a double-blind placebo-controlled randomized crossover design, 19 patients with Parkinson's disease completed an acute psychopharmacological challenge with 40 mg of oral atomoxetine or placebo. A stop-signal task was used to measure response inhibition, with stop-signal reaction times obtained through hierarchical Bayesian estimation of an ex-Gaussian race model. Twenty-six control subjects completed the same task without undergoing the drug manipulation. In a separate session, patients and controls underwent ultra-high field 7 T imaging of the locus coeruleus using a neuromelanin-sensitive magnetization transfer sequence. The principal result was that atomoxetine improved stop-signal reaction times in those patients with lower locus coeruleus integrity. This was in the context of a general impairment in response inhibition, as patients on placebo had longer stop-signal reaction times compared to controls. We also found that the caudal portion of the locus coeruleus showed the largest neuromelanin signal decrease in the patients compared to controls. Our results highlight a link between the integrity of the noradrenergic locus coeruleus and response inhibition in patients with Parkinson's disease. Furthermore, they demonstrate the importance of baseline noradrenergic state in determining the response to atomoxetine. We suggest that locus coeruleus neuromelanin imaging offers a marker of noradrenergic capacity that could be used to stratify patients in trials of noradrenergic therapy and to ultimately inform personalized treatment approaches.
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Affiliation(s)
- Claire O’Callaghan
- Brain and Mind Centre and School of Medical Sciences, Faculty of Medicine and Health, University of Sydney, Sydney 2050, Australia
- Department of Psychiatry, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Frank H Hezemans
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Rong Ye
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Catarina Rua
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge 04107, UK
| | - P Simon Jones
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Alexander G Murley
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Negin Holland
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Ralf Regenthal
- Division of Clinical Pharmacology, Rudolf-Boehm-Institute for Pharmacology and Toxicology, University of Leipzig, Leipzig 69978, Germany
| | - Kamen A Tsvetanov
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Noham Wolpe
- Department of Psychiatry, University of Cambridge, Cambridge CB2 0SZ, UK
- Department of Physical Therapy, Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Roger A Barker
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
- Wellcome Trust—Medical Research Council Stem Cell Institute, University of Cambridge, Cambridge CB2 0AW, UK
| | - Caroline H Williams-Gray
- John van Geest Centre for Brain Repair, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - Trevor W Robbins
- Department of Psychology, University of Cambridge, Cambridge CB2 3EA, UK
- Behavioural and Clinical Neuroscience Institute, University of Cambridge, Cambridge CB2 3EA, UK
| | - Luca Passamonti
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
| | - James B Rowe
- MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge CB2 7EF, UK
- Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0SZ, UK
- Cambridge University Hospitals NHS Trust, Cambridge, CB2 0QQ, UK
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14
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Weidacker K, Kim SG, Nord CL, Rua C, Rodgers CT, Voon V. Avoiding monetary loss: A human habenula functional MRI ultra-high field study. Cortex 2021; 142:62-73. [PMID: 34186462 PMCID: PMC8422162 DOI: 10.1016/j.cortex.2021.05.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Revised: 03/30/2021] [Accepted: 05/17/2021] [Indexed: 11/19/2022]
Abstract
A number of convergent human neuroimaging and animal studies suggest that habenula neurons fire in anticipation of non-rewarding outcomes, and suppress their firing in anticipation of rewarding outcomes. This normative function of the habenula appears disrupted in depression, and may be critical to the anti-depressant effects of ketamine. However, studying habenula functionality in humans using standard 3 T MRI is inherently limited by its small size. We employed ultra-high field (7 T) fMRI to investigate habenular activity in eighteen healthy volunteers during a Monetary Incentive Delay Task, focussing on loss avoidance, monetary loss and neutral events. We assessed neural activation in the field of view (FOV) in addition to ROI-based habenula-specific activity and generalized task-dependent functional connectivity. Whole FOV results indicated substantial neural differences between monetary loss and neutral outcomes, as well as between loss avoidance and neutral outcomes. Habenula-specific analyses showed bilateral deactivation during loss avoidance, compared to other outcomes. This first investigation into the habenula's role during loss avoidance revealed that the left habenula further differentiated between loss avoidance and monetary loss. Functional connectivity between the right habenula and the ipsilateral hippocampus and subcallosal cingulate (regions implicated in memory and depression pathophysiology) was enhanced when anticipating potential losses compared to anticipating neutral outcomes. Our findings suggest that the human habenula responds most strongly to outcomes of loss avoidance when compared to neutral and monetary losses, suggesting a role for the habenula in both reward and aversive processing. This has critical relevance to understanding the pathophysiology of habenula function in mood and other neuropsychiatric disorders, as well as the mechanism of action of habenula-targeting antidepressants such as ketamine.
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Affiliation(s)
- Kathrin Weidacker
- Department of Psychiatry, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Department of Psychology, Swansea University, Singleton Campus, Swansea, United Kingdom
| | - Seung-Goo Kim
- Department of Psychiatry, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; Department of Psychology and Neuroscience, Duke University, Durham, NC, United States
| | - Camilla L Nord
- Department of Psychiatry, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom; MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Christopher T Rodgers
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge Biomedical Campus, Cambridge, United Kingdom
| | - Valerie Voon
- Department of Psychiatry, University of Cambridge, Addenbrooke's Hospital, Cambridge, United Kingdom.
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15
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Abstract
Ultra-high field (UHF) neuroimaging affords the sub-millimeter resolution that allows researchers to interrogate brain computations at a finer scale than that afforded by standard fMRI techniques. Here, we present a step-by-step protocol for using UHF imaging (Siemens Terra 7T scanner) to measure activity in the human brain. We outline how to preprocess the data using a pipeline that combines tools from SPM, FreeSurfer, ITK-SNAP, and BrainVoyager and correct for vasculature-related confounders to improve the spatial accuracy of the fMRI signal. For complete details on the use and execution of this protocol, please refer to Jia et al. (2020) and Zamboni et al. (2020).
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Affiliation(s)
- Ke Jia
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Elisa Zamboni
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | | | - Valentin Kemper
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Adrian Ka Tsun Ng
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
- Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Hong Kong SAR, China
| | - Christopher T. Rodgers
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Guy Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Rainer Goebel
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht 6200 MD, the Netherlands
| | - Zoe Kourtzi
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
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16
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Ersche KD, Lim TV, Murley AG, Rua C, Vaghi MM, White TL, Williams GB, Robbins TW. Reduced Glutamate Turnover in the Putamen Is Linked With Automatic Habits in Human Cocaine Addiction. Biol Psychiatry 2021; 89:970-979. [PMID: 33581835 PMCID: PMC8083107 DOI: 10.1016/j.biopsych.2020.12.009] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 12/09/2020] [Accepted: 12/14/2020] [Indexed: 12/20/2022]
Abstract
BACKGROUND The balance between goal-directed behavior and habits has been hypothesized to be biased toward the latter in individuals with cocaine use disorder (CUD), suggesting possible neurochemical changes in the putamen, which may contribute to their compulsive behavior. METHODS We assessed habitual behavior in 48 patients with CUD and 42 healthy control participants using a contingency degradation paradigm and the Creature of Habit Scale. In a subgroup of this sample (CUD: n = 21; control participants: n = 22), we also measured glutamate and glutamine concentrations in the left putamen using ultra-high-field (7T) magnetic resonance spectroscopy. We hypothesized that increased habitual tendencies in patients with CUD would be associated with abnormal glutamatergic metabolites in the putamen. RESULTS Compared with their non-drug-using peers, patients with CUD exhibited greater habitual tendencies during contingency degradation, which correlated with increased levels of self-reported daily habits. We further identified a significant reduction in glutamate concentration and glutamate turnover (glutamate-to-glutamine ratio) in the putamen in patients with CUD, which was significantly related to the level of self-reported daily habits. CONCLUSIONS Patients with CUD exhibit enhanced habitual behavior, as assessed both by questionnaire and by a laboratory paradigm of contingency degradation. This automatic habitual tendency is related to a reduced glutamate turnover in the putamen, suggesting a dysregulation of habits caused by chronic cocaine use.
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Affiliation(s)
- Karen D Ersche
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom.
| | - Tsen Vei Lim
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Alexander G Murley
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Matilde M Vaghi
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom; Department of Psychology, Stanford University, Stanford, California
| | - Tara L White
- Department of Behavioral and Social Sciences, Brown University, Providence, Rhode Island
| | - Guy B Williams
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, United Kingdom
| | - Trevor W Robbins
- Departments of Psychiatry, Psychology, and Clinical Neurosciences, University of Cambridge, Cambridge, United Kingdom
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17
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Murley AG, Rouse MA, Jones PS, Ye R, Hezemans FH, O’Callaghan C, Frangou P, Kourtzi Z, Rua C, Carpenter TA, Rodgers CT, Rowe JB. GABA and glutamate deficits from frontotemporal lobar degeneration are associated with disinhibition. Brain 2020; 143:3449-3462. [PMID: 33141154 PMCID: PMC7719029 DOI: 10.1093/brain/awaa305] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 07/11/2020] [Accepted: 07/22/2020] [Indexed: 12/21/2022] Open
Abstract
Behavioural disinhibition is a common feature of the syndromes associated with frontotemporal lobar degeneration (FTLD). It is associated with high morbidity and lacks proven symptomatic treatments. A potential therapeutic strategy is to correct the neurotransmitter deficits associated with FTLD, thereby improving behaviour. Reductions in the neurotransmitters glutamate and GABA correlate with impulsive behaviour in several neuropsychiatric diseases and there is post-mortem evidence of their deficit in FTLD. Here, we tested the hypothesis that prefrontal glutamate and GABA levels are reduced by FTLD in vivo, and that their deficit is associated with impaired response inhibition. Thirty-three participants with a syndrome associated with FTLD (15 patients with behavioural variant frontotemporal dementia and 18 with progressive supranuclear palsy, including both Richardson's syndrome and progressive supranuclear palsy-frontal subtypes) and 20 healthy control subjects were included. Participants undertook ultra-high field (7 T) magnetic resonance spectroscopy and a stop-signal task of response inhibition. We measured glutamate and GABA levels using semi-LASER magnetic resonance spectroscopy in the right inferior frontal gyrus, because of its strong association with response inhibition, and in the primary visual cortex, as a control region. The stop-signal reaction time was calculated using an ex-Gaussian Bayesian model. Participants with frontotemporal dementia and progressive supranuclear palsy had impaired response inhibition, with longer stop-signal reaction times compared with controls. GABA concentration was reduced in patients versus controls in the right inferior frontal gyrus, but not the occipital lobe. There was no group-wise difference in partial volume corrected glutamate concentration between patients and controls. Both GABA and glutamate concentrations in the inferior frontal gyrus correlated inversely with stop-signal reaction time, indicating greater impulsivity in proportion to the loss of each neurotransmitter. We conclude that the glutamatergic and GABAergic deficits in the frontal lobe are potential targets for symptomatic drug treatment of frontotemporal dementia and progressive supranuclear palsy.
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Affiliation(s)
- Alexander G Murley
- Department of Clinical Neurosciences, University of Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, UK
| | - Matthew A Rouse
- Department of Clinical Neurosciences, University of Cambridge, UK
| | - P Simon Jones
- Department of Clinical Neurosciences, University of Cambridge, UK
| | - Rong Ye
- Department of Clinical Neurosciences, University of Cambridge, UK
| | - Frank H Hezemans
- Department of Clinical Neurosciences, University of Cambridge, UK
- MRC Cognition and Brain Sciences Unit, University of Cambridge, UK
| | | | | | - Zoe Kourtzi
- Department of Psychology, University of Cambridge, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, University of Cambridge, UK
| | | | | | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge, UK
- Cambridge University Hospitals NHS Foundation Trust, UK
- MRC Cognition and Brain Sciences Unit, University of Cambridge, UK
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18
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Ye R, Rua C, O'Callaghan C, Jones PS, Hezemans FH, Kaalund SS, Tsvetanov KA, Rodgers CT, Williams G, Passamonti L, Rowe JB. An in vivo probabilistic atlas of the human locus coeruleus at ultra-high field. Neuroimage 2020; 225:117487. [PMID: 33164875 PMCID: PMC7779564 DOI: 10.1016/j.neuroimage.2020.117487] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2020] [Revised: 09/22/2020] [Accepted: 10/17/2020] [Indexed: 12/16/2022] Open
Abstract
Early and profound pathological changes are evident in the locus coeruleus (LC) in dementia and Parkinson's disease, with effects on arousal, attention, cognitive and motor control. The LC can be identified in vivo using non-invasive magnetic resonance imaging techniques which have potential as biomarkers for detecting and monitoring disease progression. Technical limitations of existing imaging protocols have impaired the sensitivity to regional contrast variance or the spatial variability on the rostrocaudal extent of the LC, with spatial mapping consistent with post mortem findings. The current study employs a sensitive magnetisation transfer sequence using ultrahigh field 7T MRI to investigate the LC structure in vivo at high-resolution (0.4 × 0.4 × 0.5 mm). Magnetisation transfer images from 53 healthy older volunteers (52 - 84 years) clearly revealed the spatial features of the LC and were used to create a probabilistic LC atlas for older adults. This atlas may be especially relevant for studying disorders associated with older age. To use the atlas does not require use of the same MT sequence of 7T MRI, provided good co-registration and normalisation is achieved. Consistent rostrocaudal gradients of slice-wise volume, contrast and variance along the LC were observed, mirroring distinctive ex vivo spatial distributions of LC cells in its subregions. The contrast-to-noise ratios were calculated for the peak voxels, and for the averaged signals within the atlas, to accommodate the volumetric differences in estimated contrast. The probabilistic atlas is freely available, and the MRI dataset will be made available for non-commercial research, for replication or to facilitate accurate LC localisation and unbiased contrast extraction in future studies.
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Affiliation(s)
- Rong Ye
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK.
| | - Catarina Rua
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK; Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, UK
| | - Claire O'Callaghan
- Brain and Mind Centre and School of Medical Sciences, Faculty of Medicine, University of Sydney, Sydney, Australia; Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - P Simon Jones
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK
| | - Frank H Hezemans
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK; MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
| | - Sanne S Kaalund
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK
| | - Kamen A Tsvetanov
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK; Department of Psychology, University of Cambridge, Cambridge, UK
| | | | - Guy Williams
- Wolfson Brain Imaging Centre, University of Cambridge, Cambridge, UK
| | - Luca Passamonti
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK; Istituto di Bioimmagini e Fisiologia Molecolare (IBFM), Consiglio Nazionale delle Ricerche (CNR), Milano, Italy
| | - James B Rowe
- Department of Clinical Neurosciences, University of Cambridge and Cambridge University Hospitals NHS Foundation Trust, Herchel Smith Building for Brain and Mind Sciences, Forvie Site, Robinson Way, Cambridge CB2 0SZ, UK; MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK
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19
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Jia K, Zamboni E, Kemper V, Rua C, Goncalves NR, Ng AKT, Rodgers CT, Williams G, Goebel R, Kourtzi Z. Recurrent Processing Drives Perceptual Plasticity. Curr Biol 2020; 30:4177-4187.e4. [PMID: 32888488 PMCID: PMC7658806 DOI: 10.1016/j.cub.2020.08.016] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 07/30/2020] [Accepted: 08/05/2020] [Indexed: 11/06/2022]
Abstract
Learning and experience are critical for translating ambiguous sensory information from our environments to perceptual decisions. Yet evidence on how training molds the adult human brain remains controversial, as fMRI at standard resolution does not allow us to discern the finer scale mechanisms that underlie sensory plasticity. Here, we combine ultra-high-field (7T) functional imaging at sub-millimeter resolution with orientation discrimination training to interrogate experience-dependent plasticity across cortical depths that are known to support dissociable brain computations. We demonstrate that learning alters orientation-specific representations in superficial rather than middle or deeper V1 layers, consistent with recurrent plasticity mechanisms via horizontal connections. Further, learning increases feedforward rather than feedback layer-to-layer connectivity in occipito-parietal regions, suggesting that sensory plasticity gates perceptual decisions. Our findings reveal finer scale plasticity mechanisms that re-weight sensory signals to inform improved decisions, bridging the gap between micro- and macro-circuits of experience-dependent plasticity. Discrimination training alters orientation representations in superficial V1 layers Orientation-specific V1 plasticity is independent of task context Discrimination training alters orientation representations in middle IPS layers Learning enhances feedforward connectivity from visual to parietal cortex
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Affiliation(s)
- Ke Jia
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Elisa Zamboni
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK
| | - Valentin Kemper
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht 6229 ER, The Netherlands
| | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | | | - Adrian Ka Tsun Ng
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK; Department of Industrial and Manufacturing Systems Engineering, The University of Hong Kong, Hong Kong SAR, China
| | - Christopher T Rodgers
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Guy Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Rainer Goebel
- Department of Cognitive Neuroscience, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht 6229 ER, The Netherlands
| | - Zoe Kourtzi
- Department of Psychology, University of Cambridge, Cambridge CB2 3EB, UK.
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20
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Olszowy W, Aston J, Rua C, Williams GB. Accurate autocorrelation modeling substantially improves fMRI reliability. Nat Commun 2019; 10:1220. [PMID: 30899012 PMCID: PMC6428826 DOI: 10.1038/s41467-019-09230-w] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 02/25/2019] [Indexed: 11/23/2022] Open
Abstract
Given the recent controversies in some neuroimaging statistical methods, we compare the most frequently used functional Magnetic Resonance Imaging (fMRI) analysis packages: AFNI, FSL and SPM, with regard to temporal autocorrelation modeling. This process, sometimes known as pre-whitening, is conducted in virtually all task fMRI studies. Here, we employ eleven datasets containing 980 scans corresponding to different fMRI protocols and subject populations. We found that autocorrelation modeling in AFNI, although imperfect, performed much better than the autocorrelation modeling of FSL and SPM. The presence of residual autocorrelated noise in FSL and SPM leads to heavily confounded first level results, particularly for low-frequency experimental designs. SPM’s alternative pre-whitening method, FAST, performed better than SPM’s default. The reliability of task fMRI studies could be improved with more accurate autocorrelation modeling. We recommend that fMRI analysis packages provide diagnostic plots to make users aware of any pre-whitening problems. There has been recent controversy over the validity of commonly-used software packages for functional MRI (fMRI) data analysis. Here, the authors compare the performance of three leading packages (AFNI, FSL, SPM) in terms of temporal autocorrelation modeling, a key statistical step in fMRI analysis.
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Affiliation(s)
- Wiktor Olszowy
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK. .,Laboratory of Research in Neuroimaging (LREN), Department of Clinical Neurosciences, CHUV, University of Lausanne, 1011, Lausanne, Switzerland.
| | - John Aston
- Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics, University of Cambridge, Cambridge, CB3 0WB, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
| | - Guy B Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, Cambridge, CB2 0QQ, UK
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21
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Jia K, Zamboni E, Goncalves NR, Rua C, Kemper V, Williams G, Rodgers C, Kourtzi Z. Ultra-high field imaging of perceptual learning in the human visual cortex. J Vis 2019. [DOI: 10.1167/19.10.186b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Ke Jia
- Department of Psychology, University of Cambridge
| | | | | | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge
| | - Valentin Kemper
- Department of Cognitive Neurosciences, Faculty of Psychology and Neuroscience, Maastricht University
| | - Guy Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge
| | - Chris Rodgers
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge
| | - Zoe Kourtzi
- Department of Psychology, University of Cambridge
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22
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Abstract
The original HTML version of this Article had an incorrect Published online date of 25 December 2019; it should have been 21 March 2019. This has been corrected in the HTML version of the Article. The PDF version was correct from the time of publication.
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Affiliation(s)
- Wiktor Olszowy
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, CB2 0QQ, Cambridge, UK.
- Laboratory of Research in Neuroimaging (LREN), Department of Clinical Neurosciences, CHUV, University of Lausanne, 1011, Lausanne, Switzerland.
| | - John Aston
- Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics, University of Cambridge, CB3 0WB, Cambridge, UK
| | - Catarina Rua
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, CB2 0QQ, Cambridge, UK
| | - Guy B Williams
- Wolfson Brain Imaging Centre, Department of Clinical Neurosciences, University of Cambridge, CB2 0QQ, Cambridge, UK
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23
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Rua C, Costagli M, Symms MR, Biagi L, Donatelli G, Cosottini M, Del Guerra A, Tosetti M. Characterization of high-resolution Gradient Echo and Spin Echo EPI for fMRI in the human visual cortex at 7 T. Magn Reson Imaging 2017; 40:98-108. [DOI: 10.1016/j.mri.2017.04.008] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2016] [Revised: 04/11/2017] [Accepted: 04/20/2017] [Indexed: 11/17/2022]
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Cardaillac C, Rua C, Simon E, El-Hage W. L’ocytocine et la dépression du post-partum. ACTA ACUST UNITED AC 2016; 45:786-795. [DOI: 10.1016/j.jgyn.2016.05.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2016] [Revised: 04/30/2016] [Accepted: 05/06/2016] [Indexed: 01/19/2023]
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25
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Ronan L, Voets N, Rua C, Alexander-Bloch A, Hough M, Mackay C, Crow TJ, James A, Giedd JN, Fletcher PC. Differential tangential expansion as a mechanism for cortical gyrification. Cereb Cortex 2014; 24:2219-28. [PMID: 23542881 PMCID: PMC4089386 DOI: 10.1093/cercor/bht082] [Citation(s) in RCA: 104] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023] Open
Abstract
Gyrification, the developmental buckling of the cortex, is not a random process-the forces that mediate expansion do so in such a way as to generate consistent patterns of folds across individuals and even species. Although the origin of these forces is unknown, some theories have suggested that they may be related to external cortical factors such as axonal tension. Here, we investigate an alternative hypothesis, namely, whether the differential tangential expansion of the cortex alone can account for the degree and pattern-specificity of gyrification. Using intrinsic curvature as a measure of differential expansion, we initially explored whether this parameter and the local gyrification index (used to quantify the degree of gyrification) varied in a regional-specific pattern across the cortical surface in a manner that was replicable across independent datasets of neurotypicals. Having confirmed this consistency, we further demonstrated that within each dataset, the degree of intrinsic curvature of the cortex was predictive of the degree of cortical folding at a global and regional level. We conclude that differential expansion is a plausible primary mechanism for gyrification, and propose that this perspective offers a compelling mechanistic account of the co-localization of cytoarchitecture and cortical folds.
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Affiliation(s)
- Lisa Ronan
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 3EB, UK,,Address correspondence to Dr Lisa Ronan, Brain Mapping Unit, University of Cambridge, Sir William Hardy Building, Downing Site, Downing Street, Cambridge CB2 3EB, UK.
| | - Natalie Voets
- FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, OX3 9DU, UK
| | - Catarina Rua
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 3EB, UK,
| | - Aaron Alexander-Bloch
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 3EB, UK,,Child Psychiatry Branch, NIH, Bethesda MD, 20892, USA
| | - Morgan Hough
- FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, OX3 9DU, UK
| | - Clare Mackay
- FMRIB Centre, Nuffield Department of Clinical Neurosciences, University of Oxford, OX3 9DU, UK
| | - Tim J. Crow
- SANE POWIC, Department of Psychiatry, Warneford Hospital, University of Oxford, OX3 7JX
| | - Anthony James
- Highfield Adolescent Unit, Warneford Hospital, Oxford OX3 7JX, UK and
| | - Jay N. Giedd
- Child Psychiatry Branch, NIH, Bethesda MD, 20892, USA
| | - Paul C. Fletcher
- Brain Mapping Unit, Department of Psychiatry, University of Cambridge, Cambridge CB2 3EB, UK,
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Forde NJ, Ronan L, Suckling J, Scanlon C, Neary S, Holleran L, Leemans A, Tait R, Rua C, Fletcher PC, Jeurissen B, Dodds CM, Miller SR, Bullmore ET, McDonald C, Nathan PJ, Cannon DM. Structural neuroimaging correlates of allelic variation of the BDNF val66met polymorphism. Neuroimage 2014; 90:280-9. [DOI: 10.1016/j.neuroimage.2013.12.050] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2013] [Revised: 12/11/2013] [Accepted: 12/16/2013] [Indexed: 01/30/2023] Open
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27
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Rua C, Body G, Marret H, Ouldamer L. [Prevalence of burnout among obstetrics and gynecology residents]. ACTA ACUST UNITED AC 2014; 44:83-7. [PMID: 24457022 DOI: 10.1016/j.jgyn.2013.12.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2013] [Revised: 11/25/2013] [Accepted: 12/04/2013] [Indexed: 10/25/2022]
Abstract
OBJECTIVES Prevalence assessment of burnout among obstetrics and gynecology residents and predisposing factors. PATIENTS AND METHODS Multicentric cross-sectional survey based on a questionnaire sent by email to the residents including demographics data and Maslach Burnout Inventory. RESULTS Mean burnout scores were 19.67±10.19 for emotional exhaustion, 33.94±5.01 for personal accomplishment and 8.72±6.10 for depersonalization, corresponding to a moderate burnout for each category. High scores of burnout were seen on 19.45 % of residents for emotional exhaustion, 33.33 % for depersonalization and 11.11 % for personal accomplishment. 36.11 % of residents showed evidence of high burnout in emotional exhaustion or depersonalization, and 5.55 % in the three dimensions. The number of semesters is correlated with depersonalization (P=0.01). CONCLUSION There is a strong personal accomplishment among obstetrics and gynecology residents; however, burnout and emotional exhaustion remains a reality during obstetrics and gynecology residency.
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Affiliation(s)
- C Rua
- Département de gynécologie, hôpital Bretonneau, CHU de Tours, 2, boulevard Tonnelé, 37044 Tours cedex, France.
| | - G Body
- Département de gynécologie, hôpital Bretonneau, CHU de Tours, 2, boulevard Tonnelé, 37044 Tours cedex, France
| | - H Marret
- Département de gynécologie, hôpital Bretonneau, CHU de Tours, 2, boulevard Tonnelé, 37044 Tours cedex, France
| | - L Ouldamer
- Département de gynécologie, hôpital Bretonneau, CHU de Tours, 2, boulevard Tonnelé, 37044 Tours cedex, France
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28
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Gonzalez J, Lopez J, Azinovic I, Forastero C, Casal M, Silvestre E, Osuna P, Rua C, Rodríguez-palacios J, Jaen J. Systematic and random patient set-up errors in a single-radiation center. Rep Pract Oncol Radiother 2013. [DOI: 10.1016/j.rpor.2013.03.398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
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29
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Ouldamer L, Rua C, Body G. [Typology of various researches and implications of the Jardé law on resident's work]. Gynecol Obstet Fertil 2012; 40:721-722. [PMID: 23102575 DOI: 10.1016/j.gyobfe.2012.09.030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Indexed: 06/01/2023]
Affiliation(s)
- L Ouldamer
- Département de gynécologie, hôpital Bretonneau, centre hospitalier régional universitaire de Tours, 2, boulevard Tonnelé, 37044 Tours, France.
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30
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Rua C, Lebas P, Michenet P, Ouldamer L. Evaluation of lumpectomy surgical specimen radiographs in subclinical, in situ and invasive breast cancer, and factors predicting positive margins. Diagn Interv Imaging 2012; 93:871-7. [PMID: 23021868 DOI: 10.1016/j.diii.2012.07.010] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
PURPOSE To determine the diagnostic performance of radiological evaluation of the margins of surgical specimens from lumpectomies for subclinical malignant breast lesions. MATERIALS AND METHODS Retrospective study in two French hospitals including all patients who had a non-palpable in situ (ISDC) or invasive (IDC) ductal carcinoma treated by lumpectomy after radiological localisation. For the analysis, the lesions were divided into two groups depending on the majority component in the definitive histological examination: ISDC or IDC. The radiological margin considered was 10mm. RESULTS For the 178 lumpectomies studied, the sensitivity of the radiographs of the surgical specimen was 33.3% for ISDC and 50% for IDC. The surgical revision rate was 27.41% for ISDC and 12.64% for IDC. The significant predictive factors for positive margins were the radiological size of the lesions (>10mm) for ISDC (P=0.02) and radiologically positive margins for IDC (P=0.01). Correlation was found between the histological and radiological sizes of the lesion for IDC, but not for ISDC. CONCLUSION Radiological examination of surgical specimens does not provide a satisfactory evaluation of the histological margins, in particular for ISDC, even with a radiological threshold of 10mm.
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Affiliation(s)
- C Rua
- Gynaecology Department, Centre Hospitalier Universitaire de Tours, Hôpital Bretonneau, 2, boulevard Tonnelé, Tours cedex, France.
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31
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Leret M, Sanz N, Pérez‐Hernández M, Díaz S, Hernández‐Tristán R, Rua C. [P2.53]: Early postnatal stress affects brain levels of taurine in adult rats. Int J Dev Neurosci 2010. [DOI: 10.1016/j.ijdevneu.2010.07.183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
Affiliation(s)
| | - N. Sanz
- Complutense University of MadridSpain
| | | | - S. Díaz
- Complutense University of MadridSpain
| | | | - C. Rua
- Complutense University of MadridSpain
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32
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Leret M, Pérez‐Hernández M, Sanz N, Díaz S, Hernández‐Tristán R, Rua C. [P2.52]: Maternal separation effects in spatial and non‐spatial memory in adolescent and adult rats. Int J Dev Neurosci 2010. [DOI: 10.1016/j.ijdevneu.2010.07.182] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
Affiliation(s)
| | | | - N. Sanz
- Complutense University of MadridSpain
| | - S. Díaz
- Complutense University of MadridSpain
| | | | - C. Rua
- Complutense University of MadridSpain
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Leret ML, Rua C, Garcia-Montojo M, Lecumberri M, González JC. Influence of metyrapone treatment during pregnancy on the development and maturation of brain monoaminergic systems in the rat. Acta Physiol (Oxf) 2009; 197:333-40. [PMID: 19656124 DOI: 10.1111/j.1748-1716.2009.02027.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
AIM This study examines the effect of reducing the corticosterone levels of gestating rat dams on the postnatal development and maturation of monoaminergic systems in their offspring's brains. METHODS Metyrapone, an inhibitor of CORT synthesis, was administered to pregnant rats from E0 to E17 of gestation. Monoamine concentrations were determined in male and female offspring at postnatal days (PN) 23 and 90 in the hippocampus, hypothalamus and striatum. RESULTS Reducing maternal corticosterone (mCORT) during gestation led to alterations in dopamine and serotonin levels in all three brain areas studied at PN 23. Alterations persisted until at least PN 90 in the serotonergic systems; the dopamine content of the hippocampus also remained modified. Reduced mCORT during gestation also led to alterations in the development and maturation of the hypothalamic noradrenergic systems. Sexually dimorphic responses were observed in all these monoaminergic systems at different times. CONCLUSION These results suggest that while they are still developing, brain monoaminergic systems are particularly sensitive to epigenetic influences. An adequate foetal level of CORT is required for the normal ontogeny of brain monoaminergic systems. The present data also provide that during the critical period of brain development, maternal CORT plays an important role in the sexual differentiation of monoaminergic systems, with particular influence on brain serotonergic neurones.
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Affiliation(s)
- M L Leret
- Department of Animal Physiology, Complutense University of Madrid, Spain.
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34
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Pagani R, Portolés MT, Arahuetes R, Ainaga MJ, Machín C, Rua C. Comparative in vivo and in vitro models to approach the cellular basis of endotoxic shock. The role of sinusoidal liver cells. Histol Histopathol 1996; 11:597-606. [PMID: 8839750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
During endotoxic shock, the liver exerts a lipopolysaccharide (LPS) clearance function with the participation of both parenchymal and sinusoidal cells. Liver damage could be caused by LPS direct action, hypoxia and/or inflammatory mediators released by Kupffer cells. The aim of this study is to establish an experimental model that could allow us to understand the direct E. coli 011:B4 LPS action on sinusoidal cells. A comparative study was carried out, in vivo and in vitro, using either a rat reversible endotoxic shock model or sinusoidal cell cultures. The LPS was found to induce important and similar morphological alterations both in vivo and in vitro, specially in Kupffer cells. These cells present mitochondrial damage, nuclear membrane swelling, and increased number of phagosomes, including lamellar bodies. An immunocolloidal gold technique shows, in vitro, the LPS mainly located on Kupffer cell membrane and in phagosomes. The LPS binding to membrane, as a primary step of Kupffer cell activation, increases the phagocytosis. This effect could be related to a decrease of fluidity on the external membrane portion.
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Affiliation(s)
- R Pagani
- Department of Biochemistry and Molecular Biology, Faculty of Chemistry, Complutense University, Madrid, Spain
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35
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Cuchillo I, Trejo JL, Machin C, Rua C. Perinatal development of rat cerebellum from adrenalectomized mothers. Int J Dev Biol 1996; Suppl 1:263S-264S. [PMID: 9087790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- I Cuchillo
- Dpto Biología Celular, Facultad de Biología, Universidad Complutense, Madrid, España
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Arahuetes RM, Carretero V, Diebold Y, Rua C. Effects of maternal bilateral adrenalectomy and betamethasone administration on fetal rat encephalic development. Biol Neonate 1991; 59:303-13. [PMID: 1873364 DOI: 10.1159/000243364] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The present study examined the effects of maternal bilateral adrenalectomy and betamethasone treatment on fetal encephalic development, in terms of fetal body weight, brain weight, DNA, protein and lipid content and morphological development. Both influenced the developmental time patterns of fetal brain and cerebellum. Fetuses of adrenalectomized rats had decreased body weights, whereas brain weight was not affected. Maternal adrenalectomy produces in fetal brain a decreased number of cells and increased cell size, while betamethasone treatment of adrenalectomized rats increased cell number, which was not different from control values; cell size remained lower than in control fetuses. Lipid content was increased in the fetuses of betamethasone-treated rats. In terms of morphological development, laminated structures (hippocampus and brain and cerebellar cortex) were the ones most affected.
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Affiliation(s)
- R M Arahuetes
- Departamento de Biología Animal II (Fisiología Animal), Universidad Complutense, Madrid, España
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Jimenez L, Rua C, Muñiz E, Garcia P. Intraepithelial leukocytes in the Myotis myotis mammary gland. Arch Anat Histol Embryol 1984; 67:101-109. [PMID: 6399828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The morphological and ultrastructural characteristics of intraepithelial leukocytes in the alveolar epithelium of the mammary gland were described in female bats during late pregnancy and lactation. Intraepithelial lymphocytes were principally located in the basal portion of the alveolar epithelium, intermixed with alveolar epithelial cells. They exhibited a spherical shape, with some cytoplasmic prolongations or pseudopodia in association with adjacent epithelial cells. Some eosinophils were observed in the alveolar epithelium of the Myotis myotis mammary gland during the above mentioned periods. Eosinophils often presented pseudopodia that projected themselves between the epithelial cells. In addition, cells of the lymphoid series were observed in the alveol and ductal lumina, forming an integral part of the secreted material (mammary exosecretion).
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Machin C, Rua C, Taber-Pierce E, Carrato A. Ultrastructural development of raphe nuclei in the bat (Myotis myotis). J Hirnforsch 1983; 24:405-414. [PMID: 6643993] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
The development and ultrastructural features of the raphe nuclei of Microchiroptera Myotis myotis have been studied. Fetuses of different ages, newborn, young and adult bats were examined. Important fetal features were abundant mitoses and an incomplete cytokinesis between daughter cells. A medialward migration of reticular formation neurons was observed. The migration began in the third week of intrauterine life and continued through the sixth week of intrauterine life. In six-week-old fetuses it was possible to distinguish neuronal groups, although the delineation of borders for specific raphe nuclei was still arbitrary. Two types of neurons were distinguished at this stage and at all later stages, and both were present at all levels of the raphe complex. In the nine-week-old fetus the eight raphe nuclei were well-delineated. Newborn bats showed a great increase in cytoplasmic organelles and, also, in the myelination of neuronal fibers. No essential differences between young and adult bats were found.
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