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Boerwinkle VL, Sussman BL, Broman-Fulks J, Garzon-Cediel E, Gillette K, Reuther WR, Scher MS. Treatable brain network biomarkers in children in coma using task and resting-state functional MRI: a case series. Front Neurol 2023; 14:1227195. [PMID: 37638177 PMCID: PMC10448513 DOI: 10.3389/fneur.2023.1227195] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 07/20/2023] [Indexed: 08/29/2023] Open
Abstract
The withdrawal of life-sustaining therapies is frequently considered for pediatric patients with severe acute brain injuries who are admitted to the intensive care unit. However, it is worth noting that some children with a resultant poor neurological status may ultimately survive and achieve a positive neurological outcome. Evidence suggests that adults with hidden consciousness may have a more favorable prognosis compared to those without it. Currently, no treatable network disorders have been identified in cases of severe acute brain injury, aside from seizures detectable through an electroencephalogram (EEG) and neurostimulation via amantadine. In this report, we present three cases in which multimodal brain network evaluation played a helpful role in patient care. This evaluation encompassed various assessments such as continuous video EEG, visual-evoked potentials, somatosensory-evoked potentials, auditory brainstem-evoked responses, resting-state functional MRI (rs-fMRI), and passive-based and command-based task-based fMRI. It is worth noting that the latter three evaluations are unique as they have not yet been established as part of the standard care protocol for assessing acute brain injuries in children with suppressed consciousness. The first patient underwent serial fMRIs after experiencing a coma induced by trauma. Subsequently, the patient displayed improvement following the administration of antiseizure medication to address abnormal signals. In the second case, a multimodal brain network evaluation uncovered covert consciousness, a previously undetected condition in a pediatric patient with acute brain injury. In both patients, this discovery potentially influenced decisions concerning the withdrawal of life support. Finally, the third patient serves as a comparative control case, demonstrating the absence of detectable networks. Notably, this patient underwent the first fMRI prior to experiencing brain death as a pediatric patient. Consequently, this case series illustrates the clinical feasibility of employing multimodal brain network evaluation in pediatric patients. This approach holds potential for clinical interventions and may significantly enhance prognostic capabilities beyond what can be achieved through standard testing methods alone.
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Affiliation(s)
- Varina L. Boerwinkle
- Division of Pediatric Neurology, Department of Neurology, University of North Carolina, Chapel Hill, NC, United States
| | - Bethany L. Sussman
- Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ, United States
| | - Jordan Broman-Fulks
- Division of Pediatric Neurology, Department of Neurology, University of North Carolina, Chapel Hill, NC, United States
| | - Emilio Garzon-Cediel
- Division of Pediatric Neurology, Department of Neurology, University of North Carolina, Chapel Hill, NC, United States
| | - Kirsten Gillette
- Division of Pediatric Neurology, Department of Neurology, University of North Carolina, Chapel Hill, NC, United States
| | - William R. Reuther
- Division of Pediatric Neurology, Department of Neurology, University of North Carolina, Chapel Hill, NC, United States
| | - Mark S. Scher
- Division of Pediatric Neurology, Emeritus Scholar Tenured Full Professor Case Western Reserve University School of Medicine Department of Pediatrics, Rainbow Babies and Children's Hospital/University Hospitals Cleveland Medical Center, Cleveland, OH, United States
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Di Lorenzo L, Muccio FC. Diffusion tensor imaging magnetic resonance imaging (DTI-MRI) helps to tailor speech therapy: A case report with a short narrative review. NeuroRehabilitation 2023; 53:397-402. [PMID: 37638456 DOI: 10.3233/nre-230082] [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] [Indexed: 08/29/2023]
Abstract
BACKGROUND Stroke has functional sequelae, including motor weakness, spasticity, dysphagia, and neurogenic bladder deteriorating activities of daily living. Speech therapy is more often an essential part of the rehabilitation program. Studies in aphasia have primarily focused on two major pathways: the arcuate fasciculus and the superior longitudinal fasciculus. The arcuate fasciculus is a major fiber bundle connecting Broca's area (associated with language production) and Wernicke's area (associated with language comprehension). Damage to this pathway can result in different types of aphasia, depending on the location and extent of the injury. CASE DESCRIPTION Tractography is a neuroimaging technique used to map the white matter tracts in the brain. Our patient had an occlusion of the external carotid and left carotid siphon. The patient exhibited early complex language deficits involving both motor expressive and comprehensive abilities. After three months the patient presented conduction aphasia caused by damage to the inferior parietal lobule, which extends into the subcortical white matter and damages the arcuate fascicle. This patient was re-assessed for spasticity and language treatments needs, few months after the stroke. Considering first two months language improvement followed by any further language expressive improvement from 3rd to 6th month, a diffusion tensor imaging (DTI) tractography was requested to study interconnections between cortical and subcortical matter. The brain magnetic resonance imaging (MRI) performed in our hospital showed an extensive malacic gliotic area in the left temporal-frontal parietal site. CONCLUSION Brain MRI is confirmed as a multimodal tool evaluating the damage, both from the point of structural and functional view. Tractography in aphasia allows focusing on major pathways. The involvement of the arcuate fascicle, whose lesion disconnects Broca's and Wernicke's areas, is related to clinical improvement, and represents a neural correlate of the brain injury recovery process that physicians and speech therapists might be aware of it, tailoring the plane of care of each patient.
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Boerwinkle VL, Sussman BL, Manjón I, Mirea L, Suleman S, Wyckoff SN, Bonnell A, Orgill A, Tom DJ. Association of network connectivity via resting state functional MRI with consciousness, mortality, and outcomes in neonatal acute brain injury. Neuroimage Clin 2022; 34:102962. [PMID: 35152054 PMCID: PMC8851268 DOI: 10.1016/j.nicl.2022.102962] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2021] [Revised: 02/05/2022] [Accepted: 02/07/2022] [Indexed: 01/07/2023]
Abstract
BACKGROUND An accurate and comprehensive test of integrated brain network function is needed for neonates during the acute brain injury period to inform on morbidity. This retrospective cohort study assessed whether integrated brain network function acquired by resting state functional MRI during the acute period in neonates with brain injury, is associated with acute exam, neonatal mortality, and 6-month outcomes. METHODS Study subjects included 40 consecutive neonates with resting state functional MRI acquired within 31 days after suspected brain insult from March 2018 to July 2019 at Phoenix Children's Hospital. Acute-period exam and test results were assigned ordinal scores based on severity as documented by respective treating specialists. Analyses (Fisher exact, Wilcoxon-rank sum test, ordinal/multinomial logistic regression) examined association of resting state networks with demographics, presentation, neurological exam, electroencephalogram, anatomical MRI, magnetic resonance spectroscopy, passive task functional MRI, and outcomes of discharge condition, outpatient development, motor tone, seizure, and mortality. RESULTS Subjects had a mean (standard deviation) gestational age of 37.8 (2.6) weeks, a majority were male (63%), with a diagnosis of hypoxic ischemic encephalopathy (68%). Findings at birth included mild distress (48%), moderately abnormal neurological exam (33%), and consciousness characterized as awake but irritable (40%). Significant associations after multiple testing corrections were detected for resting state networks: basal ganglia with outpatient developmental delay (odds ratio [OR], 14.5; 99.4% confidence interval [CI], 2.00-105; P < .001) and motor tone/weakness (OR, 9.98; 99.4% CI, 1.72-57.9; P < .001); language/frontoparietal network with discharge condition (OR, 5.13; 99.4% CI, 1.22-21.5; P = .002) and outpatient developmental delay (OR, 4.77; 99.4% CI, 1.21-18.7; P=.002); default mode network with discharge condition (OR, 3.72; 99.4% CI, 1.01-13.78; P=.006) and neurological exam (P = .002 (FE); OR, 11.8; 99.4% CI, 0.73-191; P = .01 (OLR)); and seizure onset zone with motor tone/weakness (OR, 3.31; 99.4% CI, 1.08-10.1; P=.003). Resting state networks were not detected in three neonates, who died prior to discharge. CONCLUSIONS This study provides level 3 evidence (OCEBM Levels of Evidence Working Group) demonstrating that in neonatal acute brain injury, the degree of abnormality of resting state networks is associated with acute exam and outcomes. Total lack of brain network detection was only found in patients who did not survive.
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Affiliation(s)
- Varina L Boerwinkle
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA.
| | - Bethany L Sussman
- Department of Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Iliana Manjón
- University of Arizona College of Medicine - Tucson, 1501 N. Campbell Ave, Tucson, AZ 85724, USA
| | - Lucia Mirea
- Department of Clinical Research, Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Saher Suleman
- Division of Pediatric Neurology, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Sarah N Wyckoff
- Department of Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Alexandra Bonnell
- Department of Neuroscience Research, Barrow Neurological Institute at Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Andrew Orgill
- Department of Clinical Research, Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
| | - Deborah J Tom
- Division of Neonatology, Phoenix Children's Hospital, 1919 E. Thomas Rd, Phoenix, AZ 85016, USA
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Bagnato S. The role of plasticity in the recovery of consciousness. HANDBOOK OF CLINICAL NEUROLOGY 2022; 184:375-395. [PMID: 35034750 DOI: 10.1016/b978-0-12-819410-2.00020-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Disorders of consciousness (DOCs), i.e., coma, vegetative state, and minimally conscious state are the consequences of a severe brain injury that disrupts the brain ability to generate consciousness. Recovery from DOCs requires functional and structural changes in the brain. The sites where these plastic changes take place vary according to the pathophysiology of the DOC. The ascending reticular activating system of the brainstem and its complex connections with the thalamus and cortex are involved in the pathophysiology of coma. Subcortical structures, such as the striatum and globus pallidus, together with thalamocortical and corticothalamic projections, the basal forebrain, and several networks among different cortical areas are probably involved in vegetative and minimally conscious states. Some mechanisms of plasticity that allegedly operate in each of these sites to promote recovery of consciousness will be discussed in this chapter. While some mechanisms of plasticity work at a local level, others produce functional changes in complex neuronal networks, for example by entraining neuronal oscillations. The specific mechanisms of brain plasticity represent potential targets for future treatments aiming to restore consciousness in patients with severe DOCs.
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Affiliation(s)
- Sergio Bagnato
- Unit of Neurophysiology and Unit for Severe Acquired Brain Injuries, Rehabilitation Department, Giuseppe Giglio Foundation, Cefalù (PA), Italy.
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Péran P, Nemmi F, Dutilleul C, Finamore L, Falletta Caravasso C, Troisi E, Iosa M, Sabatini U, Grazia Grasso M. Neuroplasticity and brain reorganization associated with positive outcomes of multidisciplinary rehabilitation in progressive multiple sclerosis: A fMRI study. Mult Scler Relat Disord 2020; 42:102127. [PMID: 32438326 DOI: 10.1016/j.msard.2020.102127] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2019] [Revised: 04/06/2020] [Accepted: 04/12/2020] [Indexed: 10/24/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is characterized by a range of symptoms, including motor, sensorimotor and cognitive impairments, that limit the quality of life. A multidisciplinary rehabilitation approach in people affected by multiple sclerosis was recently reported to improve the functional abilities of MS patients in daily activities. The purpose of the study was to assess the effect of multidisciplinary rehabilitation on the whole brain of MS patients by means of functional magnetic resonance imaging (fMRI). METHODS Thirty individuals affected by MS (49.9 ± 12.1 years; disease duration: 16.0 ± 8.5 years) with a medium-high severity of disease were enrolled. The fMRI examination assessed a range of action-related tasks involving passive movement, mental simulation of action and miming of action triggered by external stimuli, such as object photography. The three tasks were performed using each arm separately. The fMRI acquisitions were performed at T1 (inclusion in the study), T2 (3 months later, at the start of rehabilitation) and T3 (after 3 months of multidisciplinary rehabilitation). RESULTS The fMRI results revealed a significant reduction in the activity of brain areas related to task-specific networks as well as the activation of cerebral regions not usually involved in task-specific related network, such as the medial prefrontal area. CONCLUSIONS The effectiveness of multidisciplinary rehabilitation on activity and participation has been established in previous studies. Our study sheds new light on the effect of such treatment on brain reorganization.
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Affiliation(s)
- Patrice Péran
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Federico Nemmi
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France; Santa Lucia Foundation IRCCS, Rome, Italy
| | - Charlotte Dutilleul
- ToNIC, Toulouse NeuroImaging Center, Université de Toulouse, Inserm, UPS, France
| | - Licia Finamore
- Santa Lucia Foundation IRCCS, Rome, Italy; Neurology Department, Cittadella Hospital, Padua, Italy
| | | | | | - Marco Iosa
- Santa Lucia Foundation IRCCS, Rome, Italy.
| | - Umberto Sabatini
- Santa Lucia Foundation IRCCS, Rome, Italy; Neuroradiology Unit, University "Magna Graecia", Catanzaro, Italy
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Boerwinkle VL, Torrisi SJ, Foldes ST, Marku I, Ranjan M, Wilfong AA, Adelson PD. Resting-state fMRI in disorders of consciousness to facilitate early therapeutic intervention. Neurol Clin Pract 2019; 9:e33-e35. [PMID: 31583195 DOI: 10.1212/cpj.0000000000000596] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2018] [Accepted: 11/30/2018] [Indexed: 11/15/2022]
Affiliation(s)
- Varina L Boerwinkle
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - Salvatore J Torrisi
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - Stephen T Foldes
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - Iris Marku
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - Manish Ranjan
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - Angus A Wilfong
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
| | - P David Adelson
- Division of Pediatric Neurology (VLB, IM, AAW), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; Neuroscience Research (SJT, STF, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ; and Division of Pediatric Neurosurgery (MR, PDA), Barrow Neurological Institute at Phoenix Children's Hospital, Phoenix, AZ
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Lee S, Polimeni JR, Price CM, Edlow BL, McNab JA. Characterizing Signals Within Lesions and Mapping Brain Network Connectivity After Traumatic Axonal Injury: A 7 Tesla Resting-State FMRI Study. Brain Connect 2019; 8:288-298. [PMID: 29665699 DOI: 10.1089/brain.2017.0499] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Resting-state functional magnetic resonance imaging (RS-FMRI) has been widely used to map brain functional connectivity, but it is unclear how to probe connectivity within and around lesions. In this study, we characterize RS-FMRI signal time course properties and evaluate different seed placements within and around hemorrhagic traumatic axonal injury (hTAI) lesions. RS-FMRI was performed on a 7 Tesla scanner in a patient who recovered consciousness after traumatic coma and in three healthy controls. Eleven lesions in the patient were characterized in terms of (1) temporal signal-to-noise ratio (tSNR); (2) physiological noise, through comparison of noise regressors derived from the white matter (WM), cerebrospinal fluid (CSF), and gray matter (GM); and (3) seed-based functional connectivity. Temporal SNR at the center of the lesions was 38.3% and 74.1% lower compared with the same region in the contralesional hemisphere of the patient and in the ipsilesional hemispheres of the controls, respectively. Within the lesions, WM noise was more prominent than CSF and GM noise. Lesional seeds did not produce discernable networks, but seeds in the contralesional hemisphere revealed networks whose nodes appeared to be shifted or obscured due to overlapping or nearby lesions. Single-voxel seed analysis demonstrated that placing a seed within a lesion's periphery was necessary to identify networks associated with the lesion region. These findings provide evidence of resting-state network changes in the human brain after recovery from traumatic coma. Furthermore, we show that seed placement within a lesion's periphery or in the contralesional hemisphere may be necessary for network identification in patients with hTAI.
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Affiliation(s)
- Seul Lee
- 1 Department of Electrical Engineering, Stanford University , Stanford, California.,2 Department of Radiology, Stanford University , Stanford, California
| | - Jonathan R Polimeni
- 3 Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Harvard Medical School, Massachusetts General Hospital , Charlestown, Massachusetts.,4 Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology , Cambridge, Massachusetts
| | - Collin M Price
- 5 Department of Neurology, Stanford University , Stanford, California
| | - Brian L Edlow
- 3 Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Harvard Medical School, Massachusetts General Hospital , Charlestown, Massachusetts.,6 Department of Neurology, Center for Neurotechnology and Neurorecovery , Massachusetts General Hospital, Boston, Massachusetts
| | - Jennifer A McNab
- 2 Department of Radiology, Stanford University , Stanford, California
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Kullberg-Turtiainen M, Vuorela K, Huttula L, Turtiainen P, Koskinen S. Individualized goal directed dance rehabilitation in chronic state of severe traumatic brain injury: A case study. Heliyon 2019; 5:e01184. [PMID: 30805564 PMCID: PMC6374582 DOI: 10.1016/j.heliyon.2019.e01184] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 12/13/2018] [Accepted: 01/25/2019] [Indexed: 12/31/2022] Open
Abstract
Few long-term studies report late outcomes after severe traumatic brain injury. New rehabilitation techniques are needed for this heterogenous patient group. We present a dance intervention six and half years after an extreme severe TBI including excessive diffuse axonal injury, which disconnects the brain networks. Given the fact, that efficient brain function depends on the integrated operation of large-scale brain networks like default mode network (DMN), we created an intervention with multisensory and multimodal approach and goal-directed behavior. The intervention lasted four months including weekly one-hour dance lessons with the help of a physiotherapist and dance teacher. The measures included functional independence measure (FIM), repeated electroencephalogram (EEG) analysis of three subnets of DMN and clinical evaluations and observations. The results showed clear improvement after the intervention, and FIM stayed in elevated level during several years after the intervention. We present suggestion for further studies using larger patient groups.
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Affiliation(s)
| | | | | | | | - Sanna Koskinen
- University of Helsinki, Department of Psychology and Logopedics, Faculty of Medicine, Finland
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9
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Konstantinou N, Pettemeridou E, Stamatakis EA, Seimenis I, Constantinidou F. Altered Resting Functional Connectivity Is Related to Cognitive Outcome in Males With Moderate-Severe Traumatic Brain Injury. Front Neurol 2019; 9:1163. [PMID: 30687219 PMCID: PMC6335280 DOI: 10.3389/fneur.2018.01163] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2018] [Accepted: 12/17/2018] [Indexed: 12/30/2022] Open
Abstract
TBI results in significant cognitive impairments and in altered brain functional connectivity. However, no studies explored so far, the relationship between global functional connectivity and cognitive outcome in chronic moderate-severe TBI. This proof of principle study employed the intrinsic connectivity contrast, an objective voxel-based metric of global functional connectivity, in a small sample of chronic moderate-severe TBI participants and a group of healthy controls matched on gender (males), age, and education. Cognitive tests assessing executive functions, verbal memory, visual memory, attention/organization, and cognitive reserve were administered. Group differences in terms of global functional connectivity maps were assessed and the association between performance on the cognitive measures and global functional connectivity was examined. Next, we investigated the spatial extent of functional connectivity in the brain regions found to be associated with cognitive performance, using traditional seed-based analyses. Global functional connectivity of the TBI group was altered, compared to the controls. Moreover, the strength of global functional connectivity in affected brain areas was associated with cognitive outcome. These findings indicate that impaired global functional connectivity is a significant consequence of TBI suggesting that cognitive impairments following TBI may be partly attributed to altered functional connectivity between brain areas involved in the specific cognitive functions.
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Affiliation(s)
- Nikos Konstantinou
- Department of Rehabilitation Sciences, Cyprus University of Technology, Limassol, Cyprus
| | - Eva Pettemeridou
- Center for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.,Department of Psychology, University of Cyprus, Nicosia, Cyprus
| | | | - Ioannis Seimenis
- Medical Physics Laboratory, Medical School, Democritus University of Thrace, Alexandroupoli, Greece
| | - Fofi Constantinidou
- Center for Applied Neuroscience, University of Cyprus, Nicosia, Cyprus.,Department of Psychology, University of Cyprus, Nicosia, Cyprus
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10
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Wrosch JK, Einem VV, Breininger K, Dahlmanns M, Maier A, Kornhuber J, Groemer TW. Rewiring of neuronal networks during synaptic silencing. Sci Rep 2017; 7:11724. [PMID: 28916806 PMCID: PMC5601899 DOI: 10.1038/s41598-017-11729-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2017] [Accepted: 08/29/2017] [Indexed: 12/14/2022] Open
Abstract
Analyzing the connectivity of neuronal networks, based on functional brain imaging data, has yielded new insight into brain circuitry, bringing functional and effective networks into the focus of interest for understanding complex neurological and psychiatric disorders. However, the analysis of network changes, based on the activity of individual neurons, is hindered by the lack of suitable meaningful and reproducible methodologies. Here, we used calcium imaging, statistical spike time analysis and a powerful classification model to reconstruct effective networks of primary rat hippocampal neurons in vitro. This method enables the calculation of network parameters, such as propagation probability, path length, and clustering behavior through the measurement of synaptic activity at the single-cell level, thus providing a fuller understanding of how changes at single synapses translate to an entire population of neurons. We demonstrate that our methodology can detect the known effects of drug-induced neuronal inactivity and can be used to investigate the extensive rewiring processes affecting population-wide connectivity patterns after periods of induced neuronal inactivity.
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Affiliation(s)
- Jana Katharina Wrosch
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University of Erlangen-Nuremberg, 91054, Erlangen, Germany.
| | - Vicky von Einem
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University of Erlangen-Nuremberg, 91054, Erlangen, Germany.,Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander University of Erlangen-Nürnberg, 91058, Erlangen, Germany
| | - Katharina Breininger
- Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander University of Erlangen-Nürnberg, 91058, Erlangen, Germany
| | - Marc Dahlmanns
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University of Erlangen-Nuremberg, 91054, Erlangen, Germany
| | - Andreas Maier
- Pattern Recognition Lab, Department of Computer Science, Friedrich-Alexander University of Erlangen-Nürnberg, 91058, Erlangen, Germany
| | - Johannes Kornhuber
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University of Erlangen-Nuremberg, 91054, Erlangen, Germany
| | - Teja Wolfgang Groemer
- Department of Psychiatry and Psychotherapy, Friedrich-Alexander University of Erlangen-Nuremberg, 91054, Erlangen, Germany
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11
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Zou Q, Wu X, Hu J, Tang W, Mao Y, Zhu J, Lu L, Zhang Y, Gao J. Longitudinal recovery of local neuronal activity and consciousness level in acquired brain injury. Hum Brain Mapp 2017; 38:3579-3591. [PMID: 28422373 PMCID: PMC6866761 DOI: 10.1002/hbm.23611] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Revised: 03/27/2017] [Accepted: 04/03/2017] [Indexed: 12/19/2022] Open
Abstract
Decreased brain activity in the default mode network, particularly in the precuneus (PCU), has been consistently shown in acquired brain injury (ABI) patients. However, it is unclear whether resting-state brain activity recovers longitudinally in ABI patients and whether functional activity restoration is associated with improvements in consciousness level. Here, resting-state fMRI data were acquired from 23 ABI patients and 30 age- and gender-matched controls with two longitudinal observations for each participant. The fMRI data were analyzed using amplitude of low-frequency fluctuation (ALFF) to measure the fluctuation strength of local spontaneous activity, and seed-based functional connectivity was used to measure functional relationship with the seed region in the whole brain. The level of consciousness was assessed using the Glasgow Coma Scale (GCS) and Coma Recovery Scale-Revised (CRS-R) on both scanning days of the patients. Interaction effect between the two groups and two scans in ALFF was observed in the PCU, which was driven by restored ALFF in the ABI, while a stable ALFF in the control group. Moreover, restoration of ALFF in the PCU correlated with improvements in both the CRS-R and GCS. Specifically, recovery of ALFF in the PCU primarily reflected the signals of the slow-4 frequency band (0.027-0.073 Hz). Based on the functional connectivity maps of the PCU, we observed a nonsignificant interaction effect or correlation with consciousness level. These findings suggest local activity in the PCU but possibly not its functional connectivity, is related to the longitudinal changes in behavioral responsiveness in ABI. Hum Brain Mapp 38:3579-3591, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Qihong Zou
- Center for MRI Research Academy for Advanced Interdisciplinary StudiesPeking UniversityBeijing100871China
| | - Xuehai Wu
- Department of NeurosurgeryHuashan Hospital, Fudan UniversityShanghai200040China
| | - Jin Hu
- Department of NeurosurgeryHuashan Hospital, Fudan UniversityShanghai200040China
| | - Weijun Tang
- Department of RadiologyHuashan Hospital, Fudan UniversityShanghai200040China
| | - Ying Mao
- Department of NeurosurgeryHuashan Hospital, Fudan UniversityShanghai200040China
| | - Jianhong Zhu
- Department of NeurosurgeryHuashan Hospital, Fudan UniversityShanghai200040China
| | - Lu Lu
- Antai HospitalShanghai200433China
| | | | - Jia‐Hong Gao
- Center for MRI Research Academy for Advanced Interdisciplinary StudiesPeking UniversityBeijing100871China
- McGovern Institute for Brain Research, Peking UniversityBeijing100871China
- Beijing City Key Lab for Medical Physics and EngineeringInstitution of Heavy Ion Physics, School of Physics, Peking UniversityBeijing100871China
- Shenzhen Institute of NeuroscienceShenzhen518057China
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De Pasquale F, Caravasso CF, Péran P, Catani S, Tuovinen N, Sabatini U, Formisano R. Functional magnetic resonance imaging in disorders of consciousness: preliminary results of an innovative analysis of brain connectivity. FUNCTIONAL NEUROLOGY 2016; 30:193-201. [PMID: 26910178 DOI: 10.11138/fneur/2015.30.3.193] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
The aim of this preliminary study was to present a new approach for connectivity analysis in patients with severe acquired brain injury (ABI) that overcomes some of the difficulties created by anatomical abnormalities due to the brain injury. Using a data-driven approach, resting-state structural MRI (sMRI) and functional MRI (fMRI) data from three severe ABI patients - two with disorders of consciousness (DOC) and one who had recovered consciousness (non-DOC) - were integrated and analyzed. Parameters extracted from the distribution of the connectivity values, such as mean, standard deviation and skeweness, were considered. The distribution parameters estimated seem to provide an accurate multivariate classification of the considered cases that can be summarized as follows: connectivity in the severe ABI patients with DOC was on average lower than in the severe ABI non-DOC patient and healthy subjects. The dispersion of connectivity values of the severe ABI patients, non-DOC and DOC, was comparable, however the shape of the distribution was different in the non-DOC patient. Eventually, seed-based connectivity maps of the default mode Functional magnetic resonance imaging in disorders of consciousness: preliminary results of an innovative analysis of brain connectivity network show a pattern of increasing disruption of this network from the healthy subjects to non-DOC and DOC patients. Consistent results are obtained using an ICA-based approach..
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Tuovinen N, de Pasquale F, Caulo M, Caravasso CF, Giudice E, Miceli R, Ingrosso G, Laprie A, Santoni R, Sabatini U. Transient effects of tumor location on the functional architecture at rest in glioblastoma patients: three longitudinal case studies. Radiat Oncol 2016; 11:107. [PMID: 27535235 PMCID: PMC4989349 DOI: 10.1186/s13014-016-0683-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2016] [Accepted: 08/12/2016] [Indexed: 11/20/2022] Open
Abstract
Background The cognitive function of brain tumor patients is affected during the treatment. There is evidence that gliomas and surgery alter the functional brain connectivity but studies on the longitudinal effects are lacking. Methods We acquired longitudinal (pre- and post-radiotherapy) resting-state functional magnetic resonance imaging on three selected glioblastoma patients. These cases were selected to study three models: a lesion involving a functional hub within a central system, a lesion involving a peripheral node within a central system and a lesion involving a peripheral node of a non-central system. Results We found that, as expected, the tumor lesion affects connections in close vicinity, but when the lesion relates to a functional hub, these changes involve long-range connections leading to diverse connectivity profiles pre- and post-radiotherapy. In particular, a global but temporary improvement in the post-radiotherapy connectivity was obtained when treating a lesion close to a network hub, such as the posterior Cingulate Cortex. Conclusions This suggests that this node re-establishes communication to nodes further away in the network. Eventually, these observed effects seem to be transient and on the long-term the tumor burden leads to an overall decline of connectivity following the course of the pathology. Furthermore, we obtained that the link between hubs, such as the Supplementary Motor Area and posterior Cingulate Cortex represents an important backbone by means of which within and across network communication is handled: the disruption of this connection seems to imply a strong decrease in the overall connectivity.
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Affiliation(s)
- Noora Tuovinen
- Department of Radiology, Santa Lucia Foundation, Rome, Italy. .,Department of Neuroscience and Imaging, "G. D'Annunzio" University, Via dei Vestini 31, 66100, Chieti, CH, Italy. .,Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
| | - Francesco de Pasquale
- Department of Radiology, Santa Lucia Foundation, Rome, Italy.,Faculty of Veterinary Medicine, University of Teramo, Teramo, Italy
| | - Massimo Caulo
- Department of Neuroscience and Imaging, "G. D'Annunzio" University, Via dei Vestini 31, 66100, Chieti, CH, Italy
| | | | - Emilia Giudice
- Department of Diagnostic Imaging, Molecular Imaging, Interventional Radiology and Radiotherapy, Tor Vergata University General Hospital, Rome, Italy
| | - Roberto Miceli
- Department of Diagnostic Imaging, Molecular Imaging, Interventional Radiology and Radiotherapy, Tor Vergata University General Hospital, Rome, Italy
| | - Gianluca Ingrosso
- Department of Diagnostic Imaging, Molecular Imaging, Interventional Radiology and Radiotherapy, Tor Vergata University General Hospital, Rome, Italy
| | | | - Riccardo Santoni
- Department of Diagnostic Imaging, Molecular Imaging, Interventional Radiology and Radiotherapy, Tor Vergata University General Hospital, Rome, Italy
| | - Umberto Sabatini
- Department of Radiology, Santa Lucia Foundation, Rome, Italy.,Department of Neuroradiology, University of Magna Graecia, Catanzaro, Italy
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