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Di Gregorio F, Lullini G, Orlandi S, Petrone V, Ferrucci E, Casanova E, Romei V, La Porta F. Clinical and neurophysiological predictors of the functional outcome in right-hemisphere stroke. Neuroimage 2025; 308:121059. [PMID: 39884409 DOI: 10.1016/j.neuroimage.2025.121059] [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: 07/02/2024] [Revised: 01/17/2025] [Accepted: 01/27/2025] [Indexed: 02/01/2025] Open
Abstract
OBJECTIVE The aim of the present study is to examine the relationship between EEG measures and functional recovery in right-hemisphere stroke patients. METHODS Participants with stroke (PS) and neurologically unimpaired controls (UC) were enrolled. At enrolment, all participants were assessed for motor and cognitive functioning with specific scales (motricity index, trunk control test, Level of Cognitive Functioning, and Functional Independence Measure (FIM). Moreover, EEG data were recorded. At discharge, participants were re-tested with the FIM RESULTS: Powers in the delta, theta, alpha, and beta bands and connectivity within the fronto-parietal network were compared between groups. Then, the between-group discriminative EEG measures and the motor/cognitive scales were used to feed a machine learning algorithm to predict FIM scores at discharge and the length of hospitalization (LoH). Higher delta, theta, and beta and impaired connectivity were found in PS compared to UC. Moreover, motor/cognitive functioning, beta power, and fronto-parietal connectivity predicted the FIM score at discharge and the LoH (accuracy=73.2 % and 85.2 % respectively). CONCLUSIONS Results show that the integration of motor/cognitive scales and EEG measures can reveal the rehabilitative potentials of PS predicting their functional outcome and LoH. SIGNIFICANCE Synergistic clinical and electrophysiological models can support rehabilitative decision-making.
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Affiliation(s)
- Francesco Di Gregorio
- Centro studi e ricerche in Neuroscienze Cognitive, Department of Psychology, Alma Mater Studiorum - University of Bologna, Cesena, 47521, Italy
| | - Giada Lullini
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Silvia Orlandi
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy; Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi"(DEI), University of Bologna, Bologna, 40126, Italy.
| | - Valeria Petrone
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Enrico Ferrucci
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Emanuela Casanova
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
| | - Vincenzo Romei
- Centro studi e ricerche in Neuroscienze Cognitive, Department of Psychology, Alma Mater Studiorum - University of Bologna, Cesena, 47521, Italy; Facultad de Lenguas y Educaciòn, Universidad Antonio de Nebrija, Madrid 28015, Spain.
| | - Fabio La Porta
- IRCCS Istituto delle Scienze Neurologiche di Bologna, Bologna, 40139, Italy
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Mazwi N, Lissak I, Wongtangman K, Platzbecker K, Albrecht L, Teja B, Xu X, Morteo NM, Sparling T, Latronico N, Barbieri S, Blobner M, Schaller SJ, Eikermann M. Effects of mobility dose on discharge disposition in critically ill stroke patients. PM R 2023; 15:1547-1556. [PMID: 37448373 DOI: 10.1002/pmrj.13039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 01/14/2023] [Accepted: 06/02/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND Mobilization in the intensive care unit (ICU) has the potential to improve patient outcomes following acute stroke. The optimal duration and intensity of mobilization for patients with hemorrhagic or ischemic stroke in the ICU remain unclear. OBJECTIVE To assess the effect of mobilization dose in the ICU on adverse discharge disposition in patients after stroke. DESIGN This is an international, prospective, observational cohort study of critically ill stroke patients (November 2017-September 2019). Duration and intensity of mobilization was quantified daily by the mobilization quantification score (MQS). SETTING Patients requiring ICU-level care were enrolled within 48 hours of admission at four separate academic medical centers (two in Europe, two in the United States). PARTICIPANTS Participants included individuals (>18 years old) admitted to an ICU within 48 hours of ischemic or hemorrhagic stroke onset who were functionally independent at baseline. INTERVENTIONS Not applicable. MAIN OUTCOME MEASURE The primary outcome was adverse discharge disposition. RESULTS Of the patients screened, 163 were eligible for inclusion in the study. One patient was subsequently excluded due to insufficient data collection (n = 162). The dose of mobilization varied greatly between centers and patients, which could not be explained by patients' comorbidities or disease severity. High dose of mobilization (mean MQS > 7.3) was associated with a lower likelihood of adverse discharge (adjusted odds ratio, [aOR]: 0.14; 95% confidence interval [CI]: 0.06-0.31; p < .01). CONCLUSION The increased use of mobilization acutely in the ICU setting may improve patient outcomes.
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Affiliation(s)
- Nicole Mazwi
- Department of Rehabilitation Medicine, University of Washington, Seattle, Washington, USA
| | - India Lissak
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Karuna Wongtangman
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Anesthesia, Faculty of Medicine, Siriaj Hospital, Mahidol University, Bangkok, Thailand
| | - Katharina Platzbecker
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Department of Clinical Epidemiology, Leibniz Institute for Prevention Research and Epidemiology-BIPS, Bremen, Germany
| | - Lea Albrecht
- Department of Anesthesiology and Intensive Care, Technical University of Munich, School of Medicine, Munich, Germany
| | - Bijan Teja
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Departments of Anesthesiology and Critical Care Medicine, St. Michael's Hospital, Toronto, Ontario, Canada
| | - Xinling Xu
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicole M Morteo
- Department of Physical Therapy, Massachusetts General Hospital, Boston, Massachusetts, USA
| | - Tawnee Sparling
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Nicola Latronico
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital, University of Brescia, Brescia, Italy
| | - Silvia Barbieri
- Department of Anesthesia, Critical Care and Emergency, Spedali Civili University Hospital, University of Brescia, Brescia, Italy
| | - Manfred Blobner
- Department of Anesthesiology and Intensive Care, Technical University of Munich, School of Medicine, Munich, Germany
- University of Ulm, Faculty of Medicine, Department of Anesthesiology and Intensive Care, Ulm, Germany
| | - Stefan J Schaller
- Department of Anesthesiology and Intensive Care, Technical University of Munich, School of Medicine, Munich, Germany
- Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Anesthesiology and Operative Intensive Care, Berlin, Germany
| | - Matthias Eikermann
- Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Montefiore Medical Center, Department of Anesthesiology, Albert Einstein College of Medicine, Bronx, New York, USA
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Lewis A. International variability in the diagnosis and management of disorders of consciousness. Presse Med 2023; 52:104162. [PMID: 36564000 DOI: 10.1016/j.lpm.2022.104162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 10/31/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
This manuscript explores the international variability in the diagnosis and management of disorders of consciousness (DoC). The identification, evaluation, intervention, exploration, prognostication and limitation of therapy for patients with DoC is reviewed through an international lens. The myriad factors that impact the diagnosis and management of DoC including 1) financial, 2) legal and regulatory, 3) cultural, 4) religious and 5) psychosocial considerations are discussed. As data comparing patients with DoC internationally are limited, findings from the general critical care or neurocritical care literature are described when information specific to patients with DoC is unavailable. There is a need for improvements in clinical care, education, advocacy and research related to patients with DoC worldwide. It is imperative to standardize methodology to evaluate consciousness and prognosticate outcome. Further, education is needed to 1) generate awareness of the impact of the aforementioned considerations on patients with DoC and 2) develop techniques to optimize communication about DoC with families. It is necessary to promote equity in access to expertise and resources for patients with DoC to enhance the care of patients with DoC worldwide. Improving understanding and management of patients with DoC requires harmonization of existing datasets, development of registries where none exist and establishment of international clinical trial networks that include patients in all phases along the spectrum of care. The work of international organizations like the Curing Coma Campaign can hopefully minimize international variability in the diagnosis and management of DoC and optimize care.
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Affiliation(s)
- Ariane Lewis
- Departments of Neurology and Neurosurgery, NYU Langone Medical Center, New York, NY, United States.
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Yang X, Cao L, Zhang T, Qu X, Chen W, Cheng W, Qi M, Wang N, Song W, Wang N. More is less: Effect of ICF-based early progressive mobilization on severe aneurysmal subarachnoid hemorrhage in the NICU. Front Neurol 2022; 13:951071. [PMID: 36588882 PMCID: PMC9794623 DOI: 10.3389/fneur.2022.951071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 11/28/2022] [Indexed: 12/15/2022] Open
Abstract
Introduction Aneurysmal subarachnoid hemorrhage (aSAH) is a type of stroke that occurs due to a ruptured intracranial aneurysm. Although advanced therapies have been applied to treat aSAH, patients still suffer from functional impairment leading to prolonged stays in the NICU. The effect of early progressive mobilization as an intervention implemented in the ICU setting for critically ill patients remains unclear. Methods This retrospective study evaluated ICF-based early progressive mobilization's validity, safety, and feasibility in severe aSAH patients. Sixty-eight patients with aSAH with Hunt-Hess grades III-IV were included. They were divided into two groups-progressive mobilization and passive movement. Patients in the progressive mobilization group received progressive ICF-based mobilization intervention, and those in the passive movement group received passive joint movement training. The incidence of pneumonia, duration of mechanical ventilation, length of NICU stay, and incidence of deep vein thrombosis were evaluated for validity. In contrast, the incidence of cerebral vasospasm, abnormally high ICP, and other safety events were assessed for safety. We also described the feasibility of the early mobilization initiation time and the rate of participation at each level for patients in the progressive mobilization group. Results The results showed that the incidence of pneumonia, duration of mechanical ventilation, and length of NICU stay were significantly lower among patients in the progressive mobilization group than in the passive movement group (P = 0.031, P = 0.004, P = 0.012), but the incidence of deep vein thrombosis did not significantly differ between the two groups. Regarding safety, patients in the progressive mobilization group had a lower incidence of cerebral vasospasm than those in the passive movement group. Considering the effect of an external ventricular drain on cerebral vasospasm (P = 0.015), we further analyzed those patients in the progressive mobilization group who had a lower incidence of cerebral vasospasm in patients who did not have an external ventricular drain (P = 0.011). Although we found 2 events of abnormally increased intracranial pressure in the progressive mobilization group, there was no abnormal decrease in cerebral perfusion pressure in the 2 events. In addition, among other safety events, there was no difference in the occurrence of adverse events between the two groups (P = 0.073), but the number of potential adverse events was higher in the progressive mobilization group (P = 0.001). Regarding feasibility, patients in the progressive mobilization group were commonly initiated 72 h after admission to the NICU, and 47.06% were in the third level of the mobilization protocol. Discussion We conclude that the ICF-based early progressive mobilization protocol is an effective and feasible intervention tool. For validity, more mobilization interventions might lead to less pneumonia, duration of mechanical ventilation and length of stay for patients with severe aSAH in the NICU, Moreover, it is necessary to pay attention over potential adverse events (especially line problems), although we did not find serious safety events.
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Affiliation(s)
- Xiaolong Yang
- Department of Rehabilitation Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Lei Cao
- Department of Rehabilitation Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Tiantian Zhang
- Department of Rehabilitation Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Xin Qu
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Wenjin Chen
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Weitao Cheng
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Meng Qi
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Na Wang
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Weiqun Song
- Department of Rehabilitation Medicine, Xuanwu Hospital, Capital Medical University, Beijing, China,*Correspondence: Weiqun Song
| | - Ning Wang
- Intensive Care Unit, Department of Neurosurgery, Xuanwu Hospital, Capital Medical University, Beijing, China,Ning Wang
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