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1.
N Engl J Med ; 391(7): 598-608, 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-39141852

RESUMO

BACKGROUND: Patients with brain injury who are unresponsive to commands may perform cognitive tasks that are detected on functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). This phenomenon, known as cognitive motor dissociation, has not been systematically studied in a large cohort of persons with disorders of consciousness. METHODS: In this prospective cohort study conducted at six international centers, we collected clinical, behavioral, and task-based fMRI and EEG data from a convenience sample of 353 adults with disorders of consciousness. We assessed the response to commands on task-based fMRI or EEG in participants without an observable response to verbal commands (i.e., those with a behavioral diagnosis of coma, vegetative state, or minimally conscious state-minus) and in participants with an observable response to verbal commands. The presence or absence of an observable response to commands was assessed with the use of the Coma Recovery Scale-Revised (CRS-R). RESULTS: Data from fMRI only or EEG only were available for 65% of the participants, and data from both fMRI and EEG were available for 35%. The median age of the participants was 37.9 years, the median time between brain injury and assessment with the CRS-R was 7.9 months (25% of the participants were assessed with the CRS-R within 28 days after injury), and brain trauma was an etiologic factor in 50%. We detected cognitive motor dissociation in 60 of the 241 participants (25%) without an observable response to commands, of whom 11 had been assessed with the use of fMRI only, 13 with the use of EEG only, and 36 with the use of both techniques. Cognitive motor dissociation was associated with younger age, longer time since injury, and brain trauma as an etiologic factor. In contrast, responses on task-based fMRI or EEG occurred in 43 of 112 participants (38%) with an observable response to verbal commands. CONCLUSIONS: Approximately one in four participants without an observable response to commands performed a cognitive task on fMRI or EEG as compared with one in three participants with an observable response to commands. (Funded by the James S. McDonnell Foundation and others.).


Assuntos
Lesões Encefálicas , Transtornos da Consciência , Transtornos Dissociativos , Estado Vegetativo Persistente , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Adulto Jovem , Encéfalo/diagnóstico por imagem , Encéfalo/fisiopatologia , Lesões Encefálicas/fisiopatologia , Lesões Encefálicas/complicações , Lesões Encefálicas/diagnóstico por imagem , Cognição/fisiologia , Transtornos da Consciência/diagnóstico por imagem , Transtornos da Consciência/etiologia , Transtornos da Consciência/fisiopatologia , Eletroencefalografia , Imageamento por Ressonância Magnética , Estado Vegetativo Persistente/diagnóstico por imagem , Estado Vegetativo Persistente/etiologia , Estado Vegetativo Persistente/fisiopatologia , Estudos Prospectivos , Transtornos Dissociativos/diagnóstico por imagem , Transtornos Dissociativos/etiologia , Transtornos Dissociativos/fisiopatologia
2.
Artigo em Inglês | MEDLINE | ID: mdl-39137069

RESUMO

Numerous studies have shown that musical stimulation can activate corresponding functional brain areas. Electroencephalogram (EEG) activity during musical stimulation can be used to assess the consciousness states of patients with disorders of consciousness (DOC). In this study, a musical stimulation paradigm and verifiable criteria were used for consciousness assessment. Twenty-nine participants (13 healthy subjects, 6 patients in a minimally conscious state (MCS) and 10 patients in a vegetative state (VS)) were recruited, and EEG signals were collected while participants listened to preferred and relaxing music. Fusion features based on differential entropy (DE), common spatial pattern (CSP), and EEG-based network pattern (ENP) features were extracted from EEG signals, and a convolutional neural network-long short-term memory (CNN-LSTM) model was employed to classify preferred and relaxing music.The results showed that the average classification accuracy for healthy subjects reached 85.58%. For two of the patients in the MCS group, the classification accuracies reached 78.18% and 66.14%, and they were diagnosed with emergence from MCS (EMCS) two months later. The accuracies of three patients in the VS group were 58.18%, 64.32% and 62.05%, with two patients showing slight increases in scale scores. Our study suggests that musical stimulation could be an effective method for consciousness detection, with significant diagnostic implications for patients with DOC.


Assuntos
Estimulação Acústica , Transtornos da Consciência , Estado de Consciência , Eletroencefalografia , Música , Redes Neurais de Computação , Estado Vegetativo Persistente , Humanos , Masculino , Feminino , Adulto , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico , Eletroencefalografia/métodos , Pessoa de Meia-Idade , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/diagnóstico , Estado de Consciência/fisiologia , Adulto Jovem , Algoritmos , Idoso , Entropia , Voluntários Saudáveis , Memória de Curto Prazo/fisiologia
3.
Sci Rep ; 14(1): 17446, 2024 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-39075138

RESUMO

Although auditory stimuli benefit patients with disorders of consciousness (DOC), the optimal stimulus remains unclear. We explored the most effective electroencephalography (EEG)-tracking method for eliciting brain responses to auditory stimuli and assessed its potential as a neural marker to improve DOC diagnosis. We collected 58 EEG recordings from patients with DOC to evaluate the classification model's performance and optimal auditory stimulus. Using non-linear dynamic analysis (approximate entropy [ApEn]), we assessed EEG responses to various auditory stimuli (resting state, preferred music, subject's own name [SON], and familiar music) in 40 patients. The diagnostic performance of the optimal stimulus-induced EEG classification for vegetative state (VS)/unresponsive wakefulness syndrome (UWS) and minimally conscious state (MCS) was compared with the Coma Recovery Scale-Revision in 18 patients using the machine learning cascade forward backpropagation neural network model. Regardless of patient status, preferred music significantly activated the cerebral cortex. Patients in MCS showed increased activity in the prefrontal pole and central, occipital, and temporal cortices, whereas those in VS/UWS showed activity in the prefrontal and anterior temporal lobes. Patients in VS/UWS exhibited the lowest preferred music-induced ApEn differences in the central, middle, and posterior temporal lobes compared with those in MCS. The resting state ApEn value of the prefrontal pole (0.77) distinguished VS/UWS from MCS with 61.11% accuracy. The cascade forward backpropagation neural network tested for ApEn values in the resting state and preferred music-induced ApEn differences achieved an average of 83.33% accuracy in distinguishing VS/UWS from MCS (based on K-fold cross-validation). EEG non-linear analysis quantifies cortical responses in patients with DOC, with preferred music inducing more intense EEG responses than SON and familiar music. Machine learning algorithms combined with auditory stimuli showed strong potential for improving DOC diagnosis. Future studies should explore the optimal multimodal sensory stimuli tailored for individual patients.Trial registration: The study is registered in the Chinese Registry of Clinical Trials (Approval no: KYLL-2023-414, Registration code: ChiCTR2300079310).


Assuntos
Estimulação Acústica , Transtornos da Consciência , Eletroencefalografia , Humanos , Eletroencefalografia/métodos , Masculino , Feminino , Estimulação Acústica/métodos , Transtornos da Consciência/diagnóstico , Transtornos da Consciência/fisiopatologia , Pessoa de Meia-Idade , Adulto , Idoso , Dinâmica não Linear , Encéfalo/fisiopatologia , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico , Aprendizado de Máquina , Adulto Jovem , Estado de Consciência/fisiologia
4.
Sci Rep ; 14(1): 17417, 2024 07 29.
Artigo em Inglês | MEDLINE | ID: mdl-39075188

RESUMO

Prolonged disorder of consciousness (DoC) is a rising challenge. Pediatric data on diagnosis and prognosis of prolonged DoC were too limited and heterogeneous, making it difficult to define the natural course and evaluate the prognosis. The present study explored the emergence from the Minimally Conscious State (eMCS) incidence at different months postinjury drawing the natural course, and detected the predictors of the incidence in children with prolonged DoC. A hospital-based prospective cohort study was conducted. Kaplan-Meier curves, as well as univariate and multivariate COX regression analysis, were performed. The study enrolled 383 pediatric DoC individuals, including 220 males (57.4%), with an average age of 3.9 (1.9-7.3) years. The median duration between onset and rehabilitation is 30.0 (21.0-46.0) days. At enrollment, the ratio of vegetative state/unresponsive wakefulness syndrome (VS/WUS) to MCS is 78.9%-21.1%. Traumatic brain injury and infection are the major etiologies (36.8% and 37.1%, respectively), followed by hypoxia cerebral injury (12.3%). For children with prolonged DoC, the cumulative incidence of eMCS at months 3, 6, 12, and 24 was 0.510, 0.652, 0.731, 0.784 VS 0.290, 0.418, 0.539, 0.603 in the traumatic VS non-traumatic subgroup, respectively. For children in a persistent vegetative state (PVS), the cumulative incidence of emergence at months in 3, 6, 12, 24, 36 and 48 was testified as 0.439, 0.591, 0.683, 0.724, 0.743 and 0.743 in the traumatic subgroup, and 0.204, 0.349, 0.469, 0.534, 0.589 and 0.620 in the non-traumatic subgroup. Participants who exhibit any of the following four demographical and/or clinical characteristics-namely, older than 4 years at onset, accepted rehabilitation within 28 days of onset, remained MCS at enrollment, or with etiology of traumatic brain injuries-had a significantly positive outcome of consciousness recovery (eMCS). Moreover, both prolongation of the central somatosensory conductive time (CCT) (level 2) and absence of N20 (level 3) independently predict a negative outcome. In children with prolonged DoC, we found that 12 months postinjury was critical to eMCS, and a preferred timepoint to define chronic vegetative state (VS). The characteristics including age, etiology, time before rehabilitation, consciousness state, and SEP results were useful predictors of conscious recovery.Trial registration Registered 06/11/2018, the registration number is chiCTR1800019330 (chictr.org.cn). Registered prospectively.


Assuntos
Transtornos da Consciência , Estado de Consciência , Estado Vegetativo Persistente , Humanos , Feminino , Masculino , Criança , Pré-Escolar , Transtornos da Consciência/etiologia , Estado de Consciência/fisiologia , Lactente , Estudos Prospectivos , Prognóstico , Estado Vegetativo Persistente/fisiopatologia , Recuperação de Função Fisiológica , Lesões Encefálicas Traumáticas/complicações , Incidência
5.
PLoS One ; 19(7): e0298110, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38968195

RESUMO

Neuroimaging studies have suggested an important role for the default mode network (DMN) in disorders of consciousness (DoC). However, the extent to which DMN connectivity can discriminate DoC states-unresponsive wakefulness syndrome (UWS) and minimally conscious state (MCS)-is less evident. Particularly, it is unclear whether effective DMN connectivity, as measured indirectly with dynamic causal modelling (DCM) of resting EEG can disentangle UWS from healthy controls and from patients considered conscious (MCS+). Crucially, this extends to UWS patients with potentially "covert" awareness (minimally conscious star, MCS*) indexed by voluntary brain activity in conjunction with partially preserved frontoparietal metabolism as measured with positron emission tomography (PET+ diagnosis; in contrast to PET- diagnosis with complete frontoparietal hypometabolism). Here, we address this gap by using DCM of EEG data acquired from patients with traumatic brain injury in 11 UWS (6 PET- and 5 PET+) and in 12 MCS+ (11 PET+ and 1 PET-), alongside with 11 healthy controls. We provide evidence for a key difference in left frontoparietal connectivity when contrasting UWS PET- with MCS+ patients and healthy controls. Next, in a leave-one-subject-out cross-validation, we tested the classification performance of the DCM models demonstrating that connectivity between medial prefrontal and left parietal sources reliably discriminates UWS PET- from MCS+ patients and controls. Finally, we illustrate that these models generalize to an unseen dataset: models trained to discriminate UWS PET- from MCS+ and controls, classify MCS* patients as conscious subjects with high posterior probability (pp > .92). These results identify specific alterations in the DMN after severe brain injury and highlight the clinical utility of EEG-based effective connectivity for identifying patients with potential covert awareness.


Assuntos
Transtornos da Consciência , Estado de Consciência , Eletroencefalografia , Lobo Parietal , Humanos , Masculino , Feminino , Adulto , Eletroencefalografia/métodos , Pessoa de Meia-Idade , Lobo Parietal/fisiopatologia , Lobo Parietal/diagnóstico por imagem , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/diagnóstico por imagem , Estado de Consciência/fisiologia , Tomografia por Emissão de Pósitrons , Lobo Frontal/diagnóstico por imagem , Lobo Frontal/fisiopatologia , Lesões Encefálicas Traumáticas/fisiopatologia , Lesões Encefálicas Traumáticas/diagnóstico por imagem , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico por imagem , Estudos de Coortes , Estudos de Casos e Controles , Adulto Jovem , Rede Nervosa/fisiopatologia , Rede Nervosa/diagnóstico por imagem
6.
Clin Neurol Neurosurg ; 242: 108353, 2024 07.
Artigo em Inglês | MEDLINE | ID: mdl-38830290

RESUMO

OBJECTIVES: This study aims to describe resting state networks (RSN) in patients with disorders of consciousness (DOC)s after acute severe traumatic brain injury (TBI). METHODS: Adult patients with TBI with a GCS score <8 who remained in a coma, minimally conscious state (MCS), or unresponsive wakefulness syndrome (UWS), between 2017 and 2020 were included. Blood-oxygen-level dependent imaging was performed to compare their RSN with 10 healthy volunteers. RESULTS: Of a total of 293 patients evaluated, only 13 patients were included according to inclusion criteria: 7 in coma (54%), 2 in MCS (15%), and 4 (31%) had an UWS. RSN analysis showed that the default mode network (DMN) was present and symmetric in 6 patients (46%), absent in 1 (8%), and asymmetric in 6 (46%). The executive control network (ECN) was present in all patients but was asymmetric in 3 (23%). The right ECN was absent in 2 patients (15%) and the left ECN in 1 (7%). The medial visual network was present in 11 (85%) patients. Finally, the cerebellar network was symmetric in 8 patients (62%), asymmetric in 1 (8%), and absent in 4 (30%). CONCLUSIONS: A substantial impairment in activation of RSN is demonstrated in patients with DOC after severe TBI in comparison with healthy subjects. Three patterns of activation were found: normal/complete activation, 2) asymmetric activation or partially absent, and 3) absent activation.


Assuntos
Lesões Encefálicas Traumáticas , Transtornos da Consciência , Humanos , Lesões Encefálicas Traumáticas/complicações , Lesões Encefálicas Traumáticas/fisiopatologia , Lesões Encefálicas Traumáticas/diagnóstico por imagem , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/etiologia , Transtornos da Consciência/diagnóstico por imagem , Rede Nervosa/diagnóstico por imagem , Rede Nervosa/fisiopatologia , Imageamento por Ressonância Magnética , Idoso , Adulto Jovem , Descanso/fisiologia , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico por imagem , Estado Vegetativo Persistente/etiologia
7.
Med Biol Eng Comput ; 62(10): 3013-3023, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38750280

RESUMO

We aimed to investigate the electrocardiogram (ECG) features in persons with chronic disorders of consciousness (DOC, ≥ 29 days since injury, DSI) resulted from the most severe brain damages. The ECG data from 30 patients with chronic DOC and 18 healthy controls (HCs) were recorded during resting wakefulness state for about five minutes. The patients were classified into vegetative state (VS) and minimally conscious state (MCS). Eight ECG metrics were extracted for comparisons between the subject subgroups, and regression analysis of the metrics were conducted on the DSI (29-593 days). The DOC patients exhibit a significantly higher heart rate (HR, p = 0.009) and lower values for SDNN (p = 0.001), CVRR (p = 0.009), and T-wave amplitude (p < 0.001) compared to the HCs. However, there're no significant differences in QRS, QT, QTc, or ST amplitude between the two groups (p > 0.05). Three ECG metrics of the DOC patients-HR, SDNN, and CVRR-are significantly correlated with the DSI. The ECG abnormalities persist in chronic DOC patients. The abnormalities are mainly manifested in the rhythm features HR, SDNN and CVRR, but not the waveform features such as QRS width, QT, QTc, ST and T-wave amplitudes.


Assuntos
Transtornos da Consciência , Eletrocardiografia , Frequência Cardíaca , Humanos , Eletrocardiografia/métodos , Masculino , Feminino , Adulto , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/diagnóstico , Frequência Cardíaca/fisiologia , Pessoa de Meia-Idade , Doença Crônica , Estudos de Casos e Controles , Estado Vegetativo Persistente/fisiopatologia
8.
Eur J Neurosci ; 60(3): 4201-4216, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38797841

RESUMO

Unconsciousness in severe acquired brain injury (sABI) patients occurs with different cognitive and neural profiles. Perturbational approaches, which enable the estimation of proxies for brain reorganization, have added a new avenue for investigating the non-behavioural diagnosis of consciousness. In this prospective observational study, we conducted a comparative analysis of the topological patterns of heartbeat-evoked potentials (HEP) between patients experiencing a prolonged disorder of consciousness (pDoC) and patients emerging from a minimally consciousness state (eMCS). A total of 219 sABI patients were enrolled, each undergoing a synchronous EEG-ECG resting-state recording, together with a standardized consciousness diagnosis. A number of graph metrics were computed before/after the HEP (Before/After) using the R-peak on the ECG signal. The peak value of the global field power of the HEP was found to be significantly higher in eMCS patients with no difference in latency. Power spectrum was not able to discriminate consciousness neither Before nor After. Node assortativity and global efficiency were found to vary with different trends at unconsciousness. Lastly, the Perturbational Complexity Index of the HEP was found to be significantly higher in eMCS patients compared with pDoC. Given that cortical elaboration of peripheral inputs may serve as a non-behavioural determinant of consciousness, we have devised a low-cost and translatable technique capable of estimating causal proxies of brain functionality with an endogenous, non-invasive stimulus. Thus, we present an effective means to enhance consciousness assessment by incorporating the interaction between the autonomic nervous system (ANS) and central nervous system (CNS) into the loop.


Assuntos
Lesões Encefálicas , Eletroencefalografia , Potenciais Evocados , Frequência Cardíaca , Inconsciência , Humanos , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Frequência Cardíaca/fisiologia , Eletroencefalografia/métodos , Inconsciência/fisiopatologia , Lesões Encefálicas/fisiopatologia , Lesões Encefálicas/diagnóstico , Potenciais Evocados/fisiologia , Eletrocardiografia/métodos , Estudos Prospectivos , Idoso , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico , Adulto Jovem
9.
Clin Neurophysiol ; 163: 197-208, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38761713

RESUMO

OBJECTIVE: Within the continuum of consciousness, patients in a Minimally Conscious State (MCS) may exhibit high-level behavioral responses (MCS+) or may not (MCS-). The evaluation of residual consciousness and related classification is crucial to propose tailored rehabilitation and pharmacological treatments, considering the inherent differences among groups in diagnosis and prognosis. Currently, differential diagnosis relies on behavioral assessments posing a relevant risk of misdiagnosis. In this context, EEG offers a non-invasive approach to model the brain as a complex network. The search for discriminating features could reveal whether behavioral responses in post-comatose patients have a defined physiological background. Additionally, it is essential to determine whether the standard behavioral assessment for quantifying responsiveness holds physiological significance. METHODS: In this prospective observational study, we investigated whether low-density EEG-based graph metrics could discriminate MCS+/- patients by enrolling 57 MCS patients (MCS-: 30; males: 28). At admission to intensive rehabilitation, 30 min resting-state closed-eyes EEG recordings were performed together with consciousness diagnosis following international guidelines. After EEG preprocessing, graphs' metrics were estimated using different connectivity measures, at multiple connection densities and frequency bands (α,θ,δ). Metrics were also provided to cross-validated Machine Learning (ML) models with outcome MCS+/-. RESULTS: A lower level of brain activity integration was found in the MCS- group in the α band. Instead, in the δ band MCS- group presented an higher level of clustering (weighted clustering coefficient) respect to MCS+. The best-performing solution in discriminating MCS+/- through the use of ML was an Elastic-Net regularized logistic regression with a cross-validation accuracy of 79% (sensitivity and specificity of 74% and 85% respectively). CONCLUSION: Despite tackling the MCS+/- differential diagnosis is highly challenging, a daily-routine low-density EEG might allow to differentiate across these differently responsive brain networks. SIGNIFICANCE: Graph-theoretical features are shown to discriminate between these two neurophysiologically similar conditions, and may thus support the clinical diagnosis.


Assuntos
Eletroencefalografia , Estado Vegetativo Persistente , Humanos , Masculino , Feminino , Eletroencefalografia/métodos , Eletroencefalografia/normas , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico , Pessoa de Meia-Idade , Adulto , Estudos Prospectivos , Idoso , Encéfalo/fisiopatologia , Encéfalo/fisiologia , Aprendizado de Máquina
10.
Neuron ; 112(10): 1595-1610, 2024 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-38754372

RESUMO

Recovery of consciousness after coma remains one of the most challenging areas for accurate diagnosis and effective therapeutic engagement in the clinical neurosciences. Recovery depends on preservation of neuronal integrity and evolving changes in network function that re-establish environmental responsiveness. It typically occurs in defined steps: it begins with eye opening and unresponsiveness in a vegetative state, then limited recovery of responsiveness characterizes the minimally conscious state, and this is followed by recovery of reliable communication. This review considers several points for novel interventions, for example, in persons with cognitive motor dissociation in whom a hidden cognitive reserve is revealed. Circuit mechanisms underlying restoration of behavioral responsiveness and communication are discussed. An emerging theme is the possibility to rescue latent capacities in partially damaged human networks across time. These opportunities should be exploited for therapeutic engagement to achieve individualized solutions for restoration of communication and environmental interaction across varying levels of recovery.


Assuntos
Coma , Recuperação de Função Fisiológica , Humanos , Coma/fisiopatologia , Coma/terapia , Recuperação de Função Fisiológica/fisiologia , Estado de Consciência/fisiologia , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/reabilitação
11.
Neurocrit Care ; 41(1): 218-227, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38605221

RESUMO

BACKGROUND: Identifying covert consciousness in intensive care unit (ICU) patients with coma and other disorders of consciousness (DoC) is crucial for treatment decisions, but sensitive low-cost bedside markers are missing. We investigated whether automated pupillometry combined with passive and active cognitive paradigms can detect residual consciousness in ICU patients with DoC. METHODS: We prospectively enrolled clinically low-response or unresponsive patients with traumatic or nontraumatic DoC from ICUs of a tertiary referral center. Age-matched and sex-matched healthy volunteers served as controls. Patients were categorized into clinically unresponsive (coma or unresponsive wakefulness syndrome) or clinically low-responsive (minimally conscious state or better). Using automated pupillometry, we recorded pupillary dilation to passive (visual and auditory stimuli) and active (mental arithmetic) cognitive paradigms, with task-specific success criteria (e.g., ≥ 3 of 5 pupillary dilations on five consecutive mental arithmetic tasks). RESULTS: We obtained 699 pupillometry recordings at 178 time points from 91 ICU patients with brain injury (mean age 60 ± 13.8 years, 31% women, and 49.5% nontraumatic brain injuries). Recordings were also obtained from 26 matched controls (59 ± 14.8 years, 38% women). Passive paradigms yielded limited distinctions between patients and controls. However, active paradigms enabled discrimination between different states of consciousness. With mental arithmetic of moderate complexity, ≥ 3 pupillary dilations were seen in 17.8% of clinically unresponsive patients and 50.0% of clinically low-responsive patients (odds ratio 4.56, 95% confidence interval 2.09-10.10; p < 0.001). In comparison, 76.9% healthy controls responded with ≥ 3 pupillary dilations (p = 0.028). Results remained consistent across sensitivity analyses using different thresholds for success. Spearman's rank analysis underscored the robust association between pupillary dilations during mental arithmetic and consciousness levels (rho = 1, p = 0.017). Notably, one behaviorally unresponsive patient demonstrated persistent command-following behavior 2 weeks before overt signs of awareness, suggesting prolonged cognitive motor dissociation. CONCLUSIONS: Automated pupillometry combined with mental arithmetic can identify cognitive efforts, and hence covert consciousness, in ICU patients with acute DoC.


Assuntos
Lesões Encefálicas , Transtornos da Consciência , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/etiologia , Transtornos da Consciência/diagnóstico , Lesões Encefálicas/fisiopatologia , Lesões Encefálicas/complicações , Estado de Consciência/fisiologia , Coma/fisiopatologia , Coma/etiologia , Estudos Prospectivos , Reflexo Pupilar/fisiologia , Pupila/fisiologia , Adulto , Unidades de Terapia Intensiva , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/etiologia
12.
Brain Stimul ; 17(3): 533-542, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38641169

RESUMO

BACKGROUND: The complexity of the neurophysiological mechanisms underlying human consciousness is widely acknowledged, with information processing and flow originating in cortex conceived as a core mechanism of consciousness emergence. Combination of transcranial magnetic stimulation and electroencephalography (TMS-EEG) is considered as a promising technique to understand the effective information flow associated with consciousness. OBJECTIVES: To investigate information flow with TMS-EEG and its relationship to different consciousness states. METHODS: We applied an effective information flow analysis by combining time-varying multivariate adaptive autoregressive model and adaptive directed transfer function on TMS-EEG data of frontal, motor and parietal cortex in patients with disorder of consciousness (DOC), including 14 vegetative state/unresponsive wakefulness syndrome (VS/UWS) patients, 21 minimally conscious state (MCS) patients, and 22 healthy subjects. RESULTS: TMS in DOC patients, particularly VS/UWS, induced a significantly weaker effective information flow compared to healthy subjects. The bidirectional directed information flow was lost in DOC patients with TMS of frontal, motor and parietal cortex. The interactive ROI rate of the information flow network induced by TMS of frontal and parietal cortex was significantly lower in VS/UWS than in MCS. The interactive ROI rate correlated with DOC clinical scales. CONCLUSIONS: TMS-EEG revealed a physiologically relevant correlation between TMS-induced information flow and levels of consciousness. This suggests that breakdown of effective cortical information flow serves as a viable marker of human consciousness. SIGNIFICANCE: Findings offer a unique perspective on the relevance of information flow in DOC, thus providing a novel way of understanding the physiological basis of human consciousness.


Assuntos
Transtornos da Consciência , Eletroencefalografia , Estimulação Magnética Transcraniana , Humanos , Estimulação Magnética Transcraniana/métodos , Eletroencefalografia/métodos , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/diagnóstico , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico , Adulto Jovem , Estado de Consciência/fisiologia
13.
Aging (Albany NY) ; 16(8): 7119-7130, 2024 04 18.
Artigo em Inglês | MEDLINE | ID: mdl-38643463

RESUMO

BACKGROUND: Non-invasive brain stimulation is considered as a promising technology for treating patients with disorders of consciousness (DOC). Various approaches and protocols have been proposed; however, few of them have shown potential effects on patients with vegetative state (VS). This study aimed to explore the neuro-modulation effects of intermittent theta burst stimulation (iTBS) on the brains of patients with VS and to provide a pilot investigation into its possible role in treating such patients. METHODS: We conducted a sham-controlled crossover study, a real and a sham session of iTBS were delivered over the left dorsolateral prefrontal cortex of such patients. A measurement of an electroencephalography (EEG) and a behavioral assessment of the Coma Recovery Scale-Revised (CRS-R) were applied to evaluate the modulation effects of iTBS before and after stimulation. RESULTS: No meaningful changes of CRS-R were found. The iTBS altered the spectrum, complexity and functional connectivity of the patients. The real stimulation induced a trend of decreasing of delta power at T1 and T2 in the frontal region, significant increasing of permutation entropy at the T2 in the left frontal region. In addition, brain functional connectivity, particularly inter-hemispheric connectivity, was strengthened between the electrodes of the frontal region. The sham stimulation, however, did not induce any significant changes of the brain activity. CONCLUSIONS: One session of iTBS significantly altered the oscillation power, complexity and functional connectivity of brain activity of VS patients. It may be a valuable tool on modulating the brain activities of patients with VS.


Assuntos
Estudos Cross-Over , Eletroencefalografia , Estado Vegetativo Persistente , Estimulação Magnética Transcraniana , Humanos , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/terapia , Masculino , Feminino , Pessoa de Meia-Idade , Estimulação Magnética Transcraniana/métodos , Adulto , Ritmo Teta/fisiologia , Encéfalo/fisiopatologia , Idoso
14.
Ann Clin Transl Neurol ; 11(6): 1465-1477, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38591650

RESUMO

OBJECTIVE: Assessing recovery potential in patients with disorders of consciousness (DoC) is pivotal for guiding clinical and ethical decisions. We conducted a mega-analysis of individual patient data to understand (1) if a time threshold exists, beyond which regaining consciousness is almost impossible, and (2) how recovery varies based on factors such as diagnosis, etiology, age, sex, and neuropsychological status. METHODS: A systematic literature search revealed a total of 3290 patients. In this sample, we performed a Cox proportional hazards analysis for interval censored data. RESULTS: We observed a late saturation of probability to regain consciousness in Kaplan-Meier curves, and the annual rate of recovery was remarkably stable, in that approximately 35% of patients regained consciousness per year. Patients in minimally conscious state (MCS) recovered more frequently than patients in unresponsive wakefulness syndrome (UWS). No significant difference was observed between the recovery dynamics of MCS subgroups: MCS+ and MCS-. Patients with hypoxic brain lesions showed worse recovery rate than patients with traumatic brain injury and patients with vascular brain lesions, while the latter two categories did not differ from each other. Male patients had moderately better chance to regain consciousness. While younger UWS patients recovered more frequently than older patients, it was not the case in MCS. INTERPRETATION: Our findings highlight the necessity for neurologists to exercise caution when making negative predictions in individual cases, challenge traditional beliefs regarding recovery timelines, and underscore the importance of conducting detailed and prolonged assessments to better understand recovery prospects in DoC.


Assuntos
Transtornos da Consciência , Humanos , Transtornos da Consciência/diagnóstico , Transtornos da Consciência/fisiopatologia , Prognóstico , Masculino , Recuperação de Função Fisiológica/fisiologia , Feminino , Adulto , Avaliação de Resultados em Cuidados de Saúde , Pessoa de Meia-Idade , Estado Vegetativo Persistente/diagnóstico , Estado Vegetativo Persistente/etiologia , Estado Vegetativo Persistente/fisiopatologia
15.
Pediatr Neurol ; 155: 187-192, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38677241

RESUMO

BACKGROUND: Research on disorders of consciousness in children is scarce and includes disparate and barely comparable participants and assessment instruments and therefore provides inconclusive information on the clinical progress and recovery in this population. This study retrospectively investigated the neurobehavioral progress and the signs of transition between states of consciousness in a group of children admitted to a rehabilitation program either with an unresponsive wakefulness syndrome (UWS) or in a minimally conscious state (MCS). METHODS: Systematic weekly assessments were conducted with the Coma Recovery Scale-Revised (CRS-R) until emergence from MCS, discharge, or death. RESULTS: Twenty-one children, nine admitted with a UWS and 12 admitted in an MCS, were included in the study. Four children with a UWS transitioned to an MCS with a CRS-R of 10 (9.2 to 12.2) by showing visual pursuit, visual fixation, or localization to noxious stimulation. Twelve children emerged from the MCS with a CRS-R of 20.5 (19 to 21.7). Children who emerged from the MCS had had a shorter time postinjury and higher CRS-R at admission, compared with those who did not emerge. CONCLUSIONS: Almost half of the children who were admitted with a UWS transitioned to an MCS, and almost all who were admitted in an MCS emerged from this state. Children who emerged had shorter times since injury and higher scores on the CRS-R at admission, compared with those who did not emerge.


Assuntos
Transtornos da Consciência , Estado Vegetativo Persistente , Humanos , Feminino , Criança , Masculino , Estudos Retrospectivos , Estudos Longitudinais , Transtornos da Consciência/fisiopatologia , Transtornos da Consciência/diagnóstico , Transtornos da Consciência/etiologia , Pré-Escolar , Adolescente , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/etiologia , Estado Vegetativo Persistente/diagnóstico , Recuperação de Função Fisiológica/fisiologia , Coma/fisiopatologia , Coma/diagnóstico , Coma/etiologia
16.
J Biophotonics ; 17(5): e202300427, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38303080

RESUMO

The objective of this study was to investigate brain activation and functional network patterns during musical interventions in different frequency bands using functional near-infrared spectroscopy, and to provide a basis for more effective music therapy strategy selection for patients in minimally conscious state (MCS). Twenty six MCS patients and 20 healthy people were given music intervention with low frequency (31-180 Hz), medium frequency (180-4k Hz), and high frequency (4k-22k Hz) audio. In MCS patients, low frequency music intervention induced activation of left prefrontal cortex and left primary sensory cortex (S1), also a left-hemisphere lateralization effect of dorsolateral prefrontal cortex (DLPFC). And the functional connectivity of right DLPFC-right S1 was significantly improved by high frequency music intervention. The low frequency and high frequency music may contribute more than medium frequency music to the recovery of consciousness. This study also validated the effectiveness of fNIRS in studies of brain function in MCS patients.


Assuntos
Música , Estado Vegetativo Persistente , Espectroscopia de Luz Próxima ao Infravermelho , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Adulto , Estado Vegetativo Persistente/fisiopatologia , Estado Vegetativo Persistente/diagnóstico por imagem , Musicoterapia , Idoso
17.
Clin Neurophysiol ; 153: 11-20, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37385110

RESUMO

OBJECTIVE: This study aimed to assess the prognosis of patients with disorders of consciousness (DoC) using auditory stimulation with electroencephalogram (EEG) recordings. METHODS: We enrolled 72 patients with DoC in the study, which involved subjecting patients to auditory stimulation while EEG responses were recorded. Coma Recovery Scale-Revised (CRS-R) scores and Glasgow Outcome Scale (GOS) were determined for each patient and followed up for three months. A frequency spectrum analysis was performed on the EEG recordings. Finally, the power spectral density (PSD) index was used to predict the prognosis of patients with DoC based on a support vector machine (SVM) model. RESULTS: Power spectral analyses revealed that the cortical response to auditory stimulation showed a decreasing trend with decreasing consciousness levels. Auditory stimulation-induced changes in absolute PSD at the delta and theta bands were positively correlated with the CRS-R and GOS scores. Furthermore, these cortical responses to auditory stimulation had a good ability to discriminate between good and poor prognoses of patients with DoC. CONCLUSIONS: Auditory stimulation-induced changes in the PSD were highly predictive of DoC outcomes. SIGNIFICANCE: Our findings showed that cortical responses to auditory stimulation may be an important electrophysiological indicator of prognosis in patients with DoC.


Assuntos
Estimulação Acústica , Córtex Cerebral , Transtornos da Consciência , Humanos , Córtex Cerebral/fisiologia , Córtex Cerebral/fisiopatologia , Coma/diagnóstico , Coma/fisiopatologia , Estado de Consciência/fisiologia , Transtornos da Consciência/diagnóstico , Transtornos da Consciência/fisiopatologia , Eletroencefalografia , Prognóstico , Máquina de Vetores de Suporte , Análise Espectral , Imageamento Hiperespectral , Masculino , Feminino , Pessoa de Meia-Idade , Estado Vegetativo Persistente/diagnóstico , Estado Vegetativo Persistente/fisiopatologia
18.
Clin Neurophysiol ; 133: 135-144, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34864400

RESUMO

OBJECTIVE: As consciousness recovery is not only dynamic but also involves interactions between various brain regions, elucidating the mechanism of recovery requires tracking cortical activity in spatio-temporal dimensions. METHODS: We tracked the cortical activities of 40 patients (mean age: 54.38 years; 28 males; 21 patients with minimally conscious states) with disorders of consciousness, and collected a total of 156 electroencephalographic signals. We investigated the longitudinal changes in EEG nonlinear dynamic features (i.e., approximate entropy, sample entropy, and Lempel-Ziv complexity) and relative wavelet energy along with consciousness recovery. RESULTS: Global EEG features showed a non-monotonic trend during consciousness recovery (P < 0.05). When the level of consciousness of patients was transferred to a minimally conscious state from an unresponsive wakefulness syndrome/ vegetative state, an inflection point appeared in the EEG features. The EEG feature change trends between the injured and uninjured areas were dissimilar (P < 0.05). Importantly, the degree of dissimilarity increased non-monotonically across the levels of consciousness (P < 0.05). CONCLUSIONS: EEG recovery was non-monotonic and dissimilar in spatio-temporal dimensions, with an inflection point. SIGNIFICANCE: These findings further clarify the process of consciousness recovery and provide assistance in exploring the mechanism of consciousness recovery.


Assuntos
Encéfalo/fisiopatologia , Transtornos da Consciência/fisiopatologia , Estado de Consciência/fisiologia , Adulto , Idoso , Eletroencefalografia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estado Vegetativo Persistente/fisiopatologia , Análise Espaço-Temporal , Adulto Jovem
19.
Neuroreport ; 32(18): 1423-1427, 2021 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-34743167

RESUMO

OBJECTIVES: We investigated differences in the ascending reticular activating system (ARAS) between vegetative state (VS) and minimally conscious state (MCS) in patients with traumatic brain injury (TBI) by using diffusion tensor tractography. METHODS: We recruited TBI patients and normal subjects. We reconstructed the lower ARAS and five parts of upper ARAS [prefrontal cortex (PFC), premotor cortex, primary motor cortex, primary somatosensory cortex, and posterior parietal cortex]. RESULTS: Significant differences were observed in the fractional anisotropy (FA) and fiber number (FN) values of the five parts of upper ARAS between the VS and control groups and between the MCS and control groups (P < 0.05), but no differences were detected in the lower ARAS (P > 0.05). The FA and FN values of the PFC in the upper ARAS were significantly different between the VS and MCS groups (P < 0.05). No other significant differences in FA and FN values were detected among the other segments of the upper ARAS or in the lower ARAS (P > 0.05). CONCLUSION: The results indicate that the prefrontal portion of the upper ARAS is the critical area for distinguishing between VS and MCS in patients with TBI.


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Estado Vegetativo Persistente/diagnóstico por imagem , Adulto , Idoso , Encéfalo/fisiopatologia , Lesões Encefálicas Traumáticas/complicações , Lesões Encefálicas Traumáticas/fisiopatologia , Imagem de Tensor de Difusão , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Vias Neurais/diagnóstico por imagem , Vias Neurais/fisiopatologia , Estado Vegetativo Persistente/etiologia , Estado Vegetativo Persistente/fisiopatologia
20.
Medicine (Baltimore) ; 100(31): e26685, 2021 Aug 06.
Artigo em Inglês | MEDLINE | ID: mdl-34397801

RESUMO

RATIONALE: It is estimated that about 6 million people suffer from severe traumatic brain injury (TBI) each year (73 cases per 100,000 people). TBI may affect emotional, sensory-motor, cognitive, and psychological functions with a consequent worsening of both patient and his/her caregiver's quality of life. In recent years, technological innovations allowed the development of new, advanced sensory stimulation systems, such as Neurowave, to further stimulate residual cognitive abilities and, at the same time, evaluate residual cognition. PATIENT CONCERN: An 69-year-old Italian man entered our neurorehabilitation unit with a diagnosis of minimally conscious state following severe TBI. He breathed spontaneously via tracheostomy and was fed via percutaneous gastrostomy. At the neurological examination, the patient showed severe tetraparesis as he showed fluctuating alertness and responsiveness to external stimuli and opened the eyes without stimulation. DIAGNOSIS: Patient was affected by subarachnoid hemorrhage and frontotemporal bilateral hematoma, which were surgically treated with decompressive craniotomy and subsequent cranioplasty about 6 months before. INTERVENTIONS: The patient underwent a neuropsychological and clinical evaluation before (T0) and after a conventional rehabilitation cycle (T1), and after a Neurowave emotional stimulation-supported rehabilitative cycle (T2). OUTCOMES: Following conventional rehabilitation (T1), the patient achieved a partial improvement in behavioral responsiveness; there was also a mild improvement in the caregiver's distress. Conversely, Neurowave emotional stimulation session determined (at T2) a significant improvement of the patient's behavioral responsiveness, cognition, and in the caregiver's distress. The P300 recording in response to the NES showed a significant change of P300 magnitude and latency. DISCUSSION: Our data suggest that emotional-integrated sensory stimulation using adequate visual stimuli represents a beneficial, complementary rehabilitative treatment for patients in minimally conscious state following a severe TBI. This may occur because stimuli with emotional salience can provide a reliable motivational resource to stimulate motor and cognitive recovery following severe TBI.


Assuntos
Estimulação Acústica , Lesões Encefálicas Traumáticas/reabilitação , Emoções , Estado Vegetativo Persistente/reabilitação , Estimulação Luminosa , Idoso , Lesões Encefálicas Traumáticas/complicações , Lesões Encefálicas Traumáticas/fisiopatologia , Cuidadores/psicologia , Cognição , Humanos , Masculino , Estado Vegetativo Persistente/etiologia , Estado Vegetativo Persistente/fisiopatologia , Angústia Psicológica , Recuperação de Função Fisiológica
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