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Ning K, Fan D, Liu Y, Sun Y, Liu Y, Lin Y. Neurite Orientation Dispersion and Density Imaging (NODDI) reveals white matter microstructural changes in Obstructive Sleep Apnea Hypopnea Syndrome (OSAHS) patients with cognitive impairment. Magn Reson Imaging 2024; 114:110234. [PMID: 39288886 DOI: 10.1016/j.mri.2024.110234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Revised: 08/22/2024] [Accepted: 09/06/2024] [Indexed: 09/19/2024]
Abstract
PURPOSE This study aimed to assess changes in white matter microstructure among patients undergoing obstructive sleep apnea hypopnea syndrome (OSAHS) complicated by cognitive impairment through neurite orientation dispersion and density imaging (NODDI), and evaluate the relationship to cognitive impairment as well as the diagnostic performance in early intervention. METHODS Totally 23 OSAHS patients, 43 OSAHS patients complicated by cognitive impairment, and 15 healthy controls were enrolled in OSA, OSACI and HC groups of this work. NODDI toolbox and FMRIB's Software Library (FSL) were used to calculate neurite density index (NDI), Fractional anisotropy (FA), volume fraction of isotropic water molecules (Viso), and orientation dispersion index (ODI). Tract-based spatial statistics (TBSS) were carried out to examine the above metrics with one-way ANOVA. This study explored the correlations of the above metrics with mini-mental state examination (MMSE), and montreal cognitive assessment (MoCA) scores. Furthermore, receiver operating characteristic (ROC) curves were plotted. Meanwhile, area under curve (AUC) values were calculated to evaluate the diagnostic performance of the above metrics. RESULTS NDI, ODI, Viso, and FA were significantly different among different brain white matter regions, among which, difference in NDI showed the greatest statistical significance. In comparison with HC group, OSA group had reduced NDI and ODI, whereas elevated Viso levels. Conversely, compared to the OSA group, the OSACI group displayed a slight increase in NDI and ODI values, which remained lower than HC group, viso values continued to rise. Post-hoc analysis highlighted significant differences in these metrics, except for FA, which showed no notable changes or correlations with neuropsychological tests. ROC analysis confirmed the diagnostic efficacy of NDI, ODI, and Viso with AUCs of 0.6908, 0.6626, and 0.6363, respectively, whereas FA's AUC of 0.5042, indicating insufficient diagnostic efficacy. CONCLUSIONS This study confirmed that NODDI effectively reveals microstructural changes in white matter of OSAHS patients with cognitive impairment, providing neuroimaging evidence for early clinical diagnosis and intervention.
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Affiliation(s)
- Ke Ning
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Dechao Fan
- Department of Orthopedics, The First Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yuzhu Liu
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Yubing Sun
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, China
| | - Yajie Liu
- Department of Radiology, The Second Hospital of Dalian Medical University, Dalian, China.
| | - Yongzhong Lin
- Department of Neurology, The Second Hospital of Dalian Medical University, Dalian, China.
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Siffredi V, Preti MG, Kebets V, Obertino S, Leventer RJ, McIlroy A, Wood AG, Anderson V, Spencer-Smith MM, Van De Ville D. Structural Neuroplastic Responses Preserve Functional Connectivity and Neurobehavioural Outcomes in Children Born Without Corpus Callosum. Cereb Cortex 2020; 31:1227-1239. [DOI: 10.1093/cercor/bhaa289] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Revised: 09/02/2020] [Accepted: 09/03/2020] [Indexed: 12/17/2022] Open
Abstract
Abstract
The corpus callosum is the largest white matter pathway in the brain connecting the two hemispheres. In the context of developmental absence (agenesis) of the corpus callosum (AgCC), a proposed candidate for neuroplastic response is strengthening of intrahemispheric pathways. To test this hypothesis, we assessed structural and functional connectivity in a uniquely large cohort of children with AgCC (n = 20) compared with typically developing controls (TDC, n = 29), and then examined associations with neurobehavioral outcomes using a multivariate data-driven approach (partial least squares correlation, PLSC). For structural connectivity, children with AgCC showed a significant increase in intrahemispheric connectivity in addition to a significant decrease in interhemispheric connectivity compared with TDC, in line with the aforementioned hypothesis. In contrast, for functional connectivity, children with AgCC and TDC showed a similar pattern of intrahemispheric and interhemispheric connectivity. In conclusion, we observed structural strengthening of intrahemispheric pathways in children born without corpus callosum, which seems to allow for functional connectivity comparable to a typically developing brain, and were relevant to explain neurobehavioral outcomes in this population. This neuroplasticity might be relevant to other disorders of axonal guidance, and developmental disorders in which corpus callosum alteration is observed.
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Affiliation(s)
- Vanessa Siffredi
- Institute of Bioengineering, Center for Neuroprosthetics, Ecole Polytechnique Fédérale de Lausanne, Geneva, Geneva 1202, Switzerland
- Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
- Brain and Mind Research, Clinical Sciences, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
- Division of Development and Growth, Department of Paediatrics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
| | - Maria G Preti
- Institute of Bioengineering, Center for Neuroprosthetics, Ecole Polytechnique Fédérale de Lausanne, Geneva, Geneva 1202, Switzerland
- Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
| | - Valeria Kebets
- Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
- Department of Electrical and Computer Engineering, Clinical Imaging Research Centre, N.1 Institute for Health and Memory Networks Program, National University of Singapore, Singapore 117583, Singapore
| | - Silvia Obertino
- Institute of Bioengineering, Center for Neuroprosthetics, Ecole Polytechnique Fédérale de Lausanne, Geneva, Geneva 1202, Switzerland
- Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
| | - Richard J Leventer
- Department of Paediatrics, University of Melbourne, Melbourne, Victoria 3010, Australia
- Department of Neurology, Royal Children’s Hospital, Melbourne, Victoria 3052, Australia
- Neuroscience Research, Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
| | - Alissandra McIlroy
- Brain and Mind Research, Clinical Sciences, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
| | - Amanda G Wood
- Brain and Mind Research, Clinical Sciences, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
- School of Life and Health Sciences & Aston Neuroscience Institute, Aston University, Birmingham B4 7ET, UK
- School of Psychology, Faculty of Health, Melbourne Burwood Campus, Deakin University, Geelong, Victoria 3217, Australia
| | - Vicki Anderson
- Brain and Mind Research, Clinical Sciences, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
- School of Psychological Sciences, University of Melbourne, Melbourne, Victoria 3010, Australia
- Neuroscience Research, Clinical Sciences, Murdoch Children's Research Institute, Melbourne, Victoria 3052, Australia
- Department of Psychology, Royal Children’s Hospital, Melbourne, Victoria 3052, Australia
| | - Megan M Spencer-Smith
- Brain and Mind Research, Clinical Sciences, Murdoch Children’s Research Institute, Melbourne, Victoria 3052, Australia
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Melbourne, Victoria 3800, Australia
| | - Dimitri Van De Ville
- Institute of Bioengineering, Center for Neuroprosthetics, Ecole Polytechnique Fédérale de Lausanne, Geneva, Geneva 1202, Switzerland
- Department of Radiology and Medical Informatics, Faculty of Medicine, University of Geneva, Geneva, Geneva 1206, Switzerland
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Anterior and posterior commissures in agenesis of the corpus callosum: Alternative pathways for attention processes? Cortex 2019; 121:454-467. [DOI: 10.1016/j.cortex.2019.09.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/18/2019] [Accepted: 09/24/2019] [Indexed: 11/20/2022]
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Monteiro M, de Oliveira-Souza R, Andrade J, Marins T, de Carvalho Rodrigues E, Bramati I, Lent R, Moll J, Tovar-Moll F. Cortical lateralization of cheirosensory processing in callosal dysgenesis. NEUROIMAGE-CLINICAL 2019; 23:101808. [PMID: 31153001 PMCID: PMC6541908 DOI: 10.1016/j.nicl.2019.101808] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Revised: 03/17/2019] [Accepted: 03/30/2019] [Indexed: 01/27/2023]
Abstract
The paradoxical absence of a split-brain syndrome in most cases of callosal dysgenesis has originated three main hypotheses, namely, (i) bilateral cortical representation of language, (ii) bilateral thalamocortical projections of somatosensory pathways conveyed by the spinothalamic-medial lemniscus system, and (iii) a variable combination of (i) and (ii). We used functional neuroimaging to investigate the cortical representation and lateralization of somatosensory information from the palm of each hand in six cases of callosal dysgenesis (hypothesis [ii]). Cortical regions of interest were contralateral and ipsilateral S1 (areas 3a and 3b, 1 and 2 in the central sulcus and postcentral gyrus) and S2 (parts of areas 40 and 43 in the parietal operculum). The degree of cortical asymmetry was expressed by a laterality index (LI), which may assume values from −1 (fully left-lateralized) to +1 (fully right-lateralized). In callosal dysgenesis, LI values for the right and the left hands were, respectively, −1 and + 1 for both S1 and S2, indicating absence of engagement of ipsilateral S1 and S2. In controls, LI values were − 0.70 (S1) and − 0.51 (S2) for right hand stimulation, and 0.82 (S1) and 0.36 (S2) for left hand stimulation, reflecting bilateral asymmetric activations, which were significantly higher in the hemisphere contralateral to the stimulated hand. Therefore, none of the main hypotheses so far entertained to account for the callosal dysgenesis-split-brain paradox have succeeded. We conclude that the preserved interhemispheric transfer of somatosensory tactile information in callosal dysgenesis must be mediated by a fourth alternative, such as aberrant interhemispheric bundles, reorganization of subcortical commissures, or both. We studied the cortical sensory representation of the hands in callosal dysgenesis. The representation of the hands was bilateral but asymmetric in controls. The representation of the hands was strictly contralateral in callosal dysgenesis. The representation of the hands is a distinguishing feature of callosal dysgenesis.
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Affiliation(s)
- Myriam Monteiro
- The D'Or Institute for Research & Education (IDOR), Brazil; The Federal University of the State of Rio de Janeiro (Uni-Rio), Brazil
| | - Ricardo de Oliveira-Souza
- The D'Or Institute for Research & Education (IDOR), Brazil; The Federal University of Rio de Janeiro (UFRJ), Brazil
| | | | - Theo Marins
- The D'Or Institute for Research & Education (IDOR), Brazil; The Federal University of Rio de Janeiro (UFRJ), Brazil
| | | | - Ivanei Bramati
- The D'Or Institute for Research & Education (IDOR), Brazil
| | - Roberto Lent
- The D'Or Institute for Research & Education (IDOR), Brazil; The Federal University of the State of Rio de Janeiro (Uni-Rio), Brazil; The Federal University of Rio de Janeiro (UFRJ), Brazil
| | - Jorge Moll
- The D'Or Institute for Research & Education (IDOR), Brazil
| | - Fernanda Tovar-Moll
- The D'Or Institute for Research & Education (IDOR), Brazil; The Federal University of the State of Rio de Janeiro (Uni-Rio), Brazil.
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Palermo S, Andò A, Salatino A, Sirgiovanni S, De Faveri L, Carassa A, Valentini MC, Morese R. Selective Emotional Dysregulation in Splenium Agenesis. A Case Report of a Patient With Normal Cognitive Profile. Front Psychol 2019; 10:631. [PMID: 30967819 PMCID: PMC6438861 DOI: 10.3389/fpsyg.2019.00631] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 03/06/2019] [Indexed: 11/13/2022] Open
Abstract
Objective: Patients with lesions of the corpus callosum are rare and may present different symptoms of the disconnection syndrome. However, to-date studies on callosotomized patients have not been conclusive, likely because of the non-uniform nature of clinical features, the extent of resection, and methods used to investigate specific and related deficits. Agenesis of the corpus callosum (AgCC) may be asymptomatic and discovered incidentally or associated with very slight deficits diagnosed during neurological examinations. In this study, we reported a case of an apparently completely asymptomatic 23-year-old woman with appreciable agenesis of the splenium of the corpus callosum. Methods: She underwent a neurological evaluation, a comprehensive battery of neuropsychological tests to identify any subclinical dysfunction that may affect the functionality of the subject in the daily life. Specifically, the possible presence of emotion dysregulation was examined by using a self-report questionnaire. Results: She showed normal neuropsychological and emotional functioning, performing efficiently on tests measuring acquired brain impairment. Discussion: The present case is discussed in terms of neuroplasticity - with a focus on putative compensatory mechanisms - emphasizing the variegated clinical feature patterns of brain defects present from birth.
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Affiliation(s)
- Sara Palermo
- Department of Psychology, University of Turin, Turin, Italy
- Neuroradiology Division, Azienda Ospedaliera-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Agata Andò
- Department of Psychology, University of Turin, Turin, Italy
| | | | - Stefano Sirgiovanni
- Neuroradiology Division, Azienda Ospedaliera-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Luana De Faveri
- Neuroradiology Division, Azienda Ospedaliera-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Antonella Carassa
- Faculty of Communication Sciences, Università della Svizzera Italiana, Lugano, Switzerland
| | - Maria C. Valentini
- Neuroradiology Division, Azienda Ospedaliera-Universitaria Città della Salute e della Scienza di Torino, Turin, Italy
| | - Rosalba Morese
- Faculty of Communication Sciences, Università della Svizzera Italiana, Lugano, Switzerland
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Siffredi V, Spencer-Smith M, Barrouillet P, Vaessen M, Leventer R, Anderson V, Vuilleumier P. Neural correlates of working memory in children and adolescents with agenesis of the corpus callosum: An fMRI study. Neuropsychologia 2017; 106:71-82. [DOI: 10.1016/j.neuropsychologia.2017.09.008] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2017] [Revised: 08/19/2017] [Accepted: 09/07/2017] [Indexed: 11/16/2022]
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Gao Z, Chen L, Fan R, Lu W, Wang D, Cui S, Huang L, Zhao S, Guan S, Zhu Y, Wang JH. Associations of Unilateral Whisker and Olfactory Signals Induce Synapse Formation and Memory Cell Recruitment in Bilateral Barrel Cortices: Cellular Mechanism for Unilateral Training Toward Bilateral Memory. Front Cell Neurosci 2016; 10:285. [PMID: 28018178 PMCID: PMC5160353 DOI: 10.3389/fncel.2016.00285] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Accepted: 11/29/2016] [Indexed: 12/20/2022] Open
Abstract
Somatosensory signals and operative skills learned by unilateral limbs can be retrieved bilaterally. In terms of cellular mechanism underlying this unilateral learning toward bilateral memory, we hypothesized that associative memory cells in bilateral cortices and synapse innervations between them were produced. In the examination of this hypothesis, we have observed that paired unilateral whisker and odor stimulations led to odorant-induced whisker motions in bilateral sides, which were attenuated by inhibiting the activity of barrel cortices. In the mice that showed bilateral cross-modal responses, the neurons in both sides of barrel cortices became to encode this new odor signal alongside the innate whisker signal. Axon projections and synapse formations from the barrel cortex, which was co-activated with the piriform cortex, toward its contralateral barrel cortex (CBC) were upregulated. Glutamatergic synaptic transmission in bilateral barrel cortices was upregulated and GABAergic synaptic transmission was downregulated. The associative activations of the sensory cortices facilitate new axon projection, glutamatergic synapse formation and GABAergic synapse downregulation, which drive the neurons to be recruited as associative memory cells in the bilateral cortices. Our data reveal the productions of associative memory cells and synapse innervations in bilateral sensory cortices for unilateral training toward bilateral memory.
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Affiliation(s)
- Zilong Gao
- State Key Lab of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of SciencesBeijing, China; College of Life Sciences, University of Chinese Academy of SciencesBeijing, China
| | - Lei Chen
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Ruicheng Fan
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Wei Lu
- School of Pharmacy, Qingdao University Shandong, China
| | - Dangui Wang
- State Key Lab of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences Beijing, China
| | - Shan Cui
- State Key Lab of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of Sciences Beijing, China
| | - Li Huang
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Shidi Zhao
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Sudong Guan
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Yan Zhu
- Department of Pathophysiology, Bengbu Medical College Bengbu, China
| | - Jin-Hui Wang
- State Key Lab of Brain and Cognitive Sciences, Institute of Biophysics, Chinese Academy of SciencesBeijing, China; College of Life Sciences, University of Chinese Academy of SciencesBeijing, China; Department of Pathophysiology, Bengbu Medical CollegeBengbu, China; School of Pharmacy, Qingdao UniversityShandong, China
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Owen JP, Li YO, Ziv E, Strominger Z, Gold J, Bukhpun P, Wakahiro M, Friedman EJ, Sherr EH, Mukherjee P. The structural connectome of the human brain in agenesis of the corpus callosum. Neuroimage 2012; 70:340-55. [PMID: 23268782 DOI: 10.1016/j.neuroimage.2012.12.031] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2012] [Revised: 11/07/2012] [Accepted: 12/17/2012] [Indexed: 10/27/2022] Open
Abstract
Adopting a network perspective, the structural connectome reveals the large-scale white matter connectivity of the human brain, yielding insights into cerebral organization otherwise inaccessible to researchers and clinicians. Connectomics has great potential for elucidating abnormal connectivity in congenital brain malformations, especially axonal pathfinding disorders. Agenesis of the corpus callosum (AgCC) is one of the most common brain malformations and can also be considered a prototypical genetic disorder of axonal guidance in humans. In this exploratory study, the structural connectome of AgCC is mapped and compared to that of the normal human brain. Multiple levels of granularity of the AgCC connectome are investigated, including summary network metrics, modularity analysis, and network consistency measures, with comparison to the normal structural connectome after simulated removal of all callosal connections ("virtual callostomy"). These investigations reveal four major findings. First, global connectivity is abnormally reduced in AgCC, but local connectivity is increased. Second, the network topology of AgCC is more variable than that of the normal human connectome, contradicting the predictions of the virtual callostomy model. Third, modularity analysis reveals that many of the tracts that comprise the structural core of the cerebral cortex have relatively weak connectivity in AgCC, especially the cingulate bundles bilaterally. Finally, virtual lesions of the Probst bundles in the AgCC connectome demonstrate that there is consistency across subjects in many of the connections generated by these ectopic white matter tracts, and that they are a mixture of cortical and subcortical fibers. These results go beyond prior diffusion tractography studies to provide a systems-level perspective on anomalous connectivity in AgCC. Furthermore, this work offers a proof of principle for the utility of the connectome framework in neurodevelopmental disorders.
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Affiliation(s)
- Julia P Owen
- Department of Radiology & Biomedical Imaging, University of California, San Francisco, CA 94107, USA
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