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1.
Eur J Phys Rehabil Med ; 59(4): 458-473, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37534887

ABSTRACT

BACKGROUND: The Early Rehabilitation Barthel Index (ERBI) comprises seven items of the Early Rehabilitation Index and ten items of the Barthel Index. The ERBI is usually used to measure functional changes in patients with severe acquired brain injury (sABI), but its measurement properties have yet to be extensively assessed. AIM: To study the unidimensionality and internal construct validity (ICV) of the ERBI through Confirmatory Factor Analysis (CFA), Mokken Analysis (MA), and Rasch Analysis (RA). DESIGN: Multicenter prospective study. SETTING: Inpatients from five intensive rehabilitation centers. POPULATION: Two hundred and forty-seven subjects with sABI. METHODS: ERBI was administered on admission and discharge to study its unidimensionality through CFA and MA and its ICV, reliability, and targeting through RA. RESULTS: The preliminary analyses showed a lack of unidimensionality (RMSEA=0.460 >0.06; SRMR=0.176 >0.06; CFI=1.000 >0.950; TLI=1.000 >0.950). According to CFA, "Confusional state" and "Behavioral disturbance" items showed low factor loadings (<0.40), whereas these two items composed a separate scale within the MA. Furthermore, the baseline RA showed that three items misfitted ("Mechanical ventilation," "Confusional state," "Behavioral disturbances") and a lack of conformity of several ICV requirements. After deletion of three misfitting items and further non-structural modifications (i.e., testlets creation to absorb local dependence between items and item misfit), the solution obtained showed adequate ICV, adequate reliability for measurements at the individual level (PSI>0.85), although with a frank floor effect. This final solution was successfully replicated in a total sample of the subjects. After post-hoc modifications of the score structure of two out of three misfitting items, the subsequent CFA (RMSEA=0.044 <0.06; SRMR=0.056 <0.06; CFI=1.000 >0.950 TLI=1.000 >0.950) and MA showed the resolution of the unidimensional issues. CONCLUSIONS: Although the ERBI is a potentially valuable tool for measuring functioning in the coma-to-community continuum, our analyses suggested its lack of ICV, partly due to an incorrect scoring design of some items. A new perspective multicenter study is proposed to validate a modified version of the ERBI that overcomes the problems highlighted in this analysis. CLINICAL REHABILITATION IMPACT: Our results do not support the use of the original structure of the ERBI in clinical practice and research, as a lack of ICV was highlighted.


Subject(s)
Inpatients , Rehabilitation Centers , Humans , Prospective Studies , Reproducibility of Results , Patient Discharge , Psychometrics , Surveys and Questionnaires
2.
J Neurotrauma ; 38(14): 1988-1994, 2021 07 15.
Article in English | MEDLINE | ID: mdl-33371784

ABSTRACT

In this multi-center study, we provide a systematic evaluation of the clinical variability associated with paroxysmal sympathetic hyperactivity (PSH) in patients with acquired brain injury (ABI) to determine how these signs can impact outcomes. A total of 156 ABI patients with a disorder of consciousness (DoC) were admitted to neurorehabilitation subacute units (intensive rehabilitation unit; IRU) and evaluated at baseline (T0), after 4 months from event (T1), and at discharge (T2). The outcome measure was the Glasgow Outcome Scale-Extended, whereas age, sex, etiology, Coma Recovery Scale-Revised (CRS-r), Rancho Los Amigos Scale (RLAS), Early Rehabilitation Barthel Index (ERBI), PSH-Assessment Measure (PSH-AM) scores and other clinical features were considered as predictive factors. A machine learning (ML) approach was used to identify the best predictive model of clinical outcomes. The etiology was predominantly vascular (50.8%), followed by traumatic (36.2%). At admission, prevalence of PSH was 31.3%, which decreased to 16.6% and 4.4% at T1 and T2, respectively. At T2, 2.8% were dead and 61.1% had a full recovery of consciousness, whereas 36.1% remained in VS or MCS. A support vector machine (SVM)-based ML approach provides the best model with 82% accuracy in predicting outcomes. Analysis of variable importance shows that the most important clinical factors influencing the outcome are the PSH-AM scores measured at T0 and T1, together with neurological diagnosis, CRS-r, and RLAS scores measured at T0. This joint multi-center effort provides a comprehensive picture of the clinical impact of PSH signs in ABI patients, demonstrating its predictive value in comparison with other well-known clinical measurements.


Subject(s)
Autonomic Nervous System Diseases/diagnosis , Autonomic Nervous System Diseases/etiology , Brain Injuries/complications , Brain Injuries/rehabilitation , Consciousness Disorders/diagnosis , Consciousness Disorders/etiology , Adult , Aged , Autonomic Nervous System Diseases/physiopathology , Brain Injuries/physiopathology , Cohort Studies , Consciousness Disorders/physiopathology , Female , Glasgow Outcome Scale , Hospitalization , Humans , Machine Learning , Male , Middle Aged , Neurological Rehabilitation , Outcome Assessment, Health Care , Predictive Value of Tests , Prognosis , Recovery of Function
3.
Ann Ist Super Sanita ; 52(2): 301-8, 2016.
Article in English | MEDLINE | ID: mdl-27364408

ABSTRACT

BACKGROUND: In recent years, as part of the rehabilitation of post stroke patients, the use of robotic technologies to improve recovery of upper limb has become more widespread. The Automatic Recovery Arm Motility Integrated System (ARAMIS) is a concept robot and prototype designed to promote the functional interaction of the arms in the neurorehabilitation of the paretic upper limb. Two computer-controlled, symmetric and interacting exoskeletons compensate for the inadequate strength and accuracy of the paretic arm and the effect of gravity during rehabilitation. Rehabilitation is possible in 3 different modalities; asynchronous, synchronous and active-assisted. OBJECTIVES: To compare the effectiveness of robotic rehabilitation by an exoskeleton prototype system with traditional rehabilitation in motor and functional recovery of the upper limb after stroke. METHODS: Case-control study, 52 patients enrolled in the study, 28 cases (women: 8, age: 65 ± 10 yrs) treated with ARAMIS and 24 controls (women: 11, age: 69 ± 7 yrs) with conventional rehabilitation. Motor impairment assessed before and after treatment with Fugl-Meyer scale and Motricity Index, level of disability assessed with the Functional Independence Measure. A questionnaire was also administered to assess the patient's tolerance to robotic therapy. RESULTS: After 28 ± 4 sessions over a 54 ± 3.6-day period, the patients treated by ARAMIS had an improvement on the Fugl-Meyer scale (global score from 43 ± 18 to 73 ± 29; p < 0.00001), Motricity Index scale (p < 0.004) and Functional Independence Measure (p < 0.001). A lesser degree of improvement was achieved using conventional rehabilitation, the Fugl-Meyer global score of the control group improved from 41 ± 13 to 58 ± 16 (p < 0.006) and the motor function item from 9.4 ± 4.1 to 14.9 ± 5.8 (p < 0.023). CONCLUSIONS: Motor improvement was greater at the wrist and hand than at shoulder and elbow level in patients treated by ARAMIS and controls, but it was significantly greater in ARAMIS-treated patients than in controls. The results indicate a greater efficacy of ARAMIS compared to conventional rehabilitation.


Subject(s)
Paresis/rehabilitation , Stroke Rehabilitation/methods , Upper Extremity , Aged , Case-Control Studies , Clinical Protocols , Disability Evaluation , Female , Humans , Male , Middle Aged , Paresis/etiology , Recovery of Function , Robotics , Treatment Outcome
4.
J Neurotrauma ; 32(14): 1071-7, 2015 Jul 15.
Article in English | MEDLINE | ID: mdl-25604680

ABSTRACT

Diagnosis and early prognosis of the vegetative state/unresponsive wakefulness syndrome (VS/UWS) and its differentiation from the minimally-conscious state still rest on the clinical observation of responsiveness. The incidence of established clinical indicators of responsiveness also has proven variable in the single subject and is correlated to measures of heart rate variability (HRV) describing the sympathetic/parasympathetic balance. We tested responsiveness when the HRV descriptors nuLF and peakLF were or were not in the ranges with highest incidence of response based on findings from previous studies (10.0-70.0 and 0.05-0.11 Hz, respectively). Testing was blind by The Coma Recovery Scale-revised in the two conditions and in two experimental sessions with a one-week interval. The incidence of responses was not randomly distributed in the "response" and "no-response" conditions (McNemar test; p < 0.0001). The observed incidence in the "response" condition (visual: 55.1%; auditory: 51.5%) was higher than predicted statistically (32.1%) or described in previous clinical studies; responses were only occasional in the "no-response" condition (visual, 15.9%; auditory, 13.4%). Models validated the predictability with high accuracy. The current clinical criteria for diagnosis and prognosis based on neurological signs should be reconsidered, including variability over time and the autonomic system functional state, which could also qualify per se as an independent indicator for diagnosis and prognosis.


Subject(s)
Autonomic Nervous System/physiopathology , Consciousness Disorders/diagnosis , Consciousness/physiology , Persistent Vegetative State/diagnosis , Adolescent , Adult , Consciousness Disorders/physiopathology , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Persistent Vegetative State/physiopathology , Prognosis , Wakefulness/physiology , Young Adult
6.
Funct Neurol ; 28(1): 29-38, 2013.
Article in English | MEDLINE | ID: mdl-23731913

ABSTRACT

The aim of this study was to validate the Progression of Autonomies Scale (PAS) for the evaluation of autonomies in severe acquired brain injury patients. The PAS design is based on a model of progressive recovery of autonomies and is organized in three domains (Personal, Domestic and Extra-domestic). Scores assigned range from zero to three. The PAS items gather information about the patient's perception and awareness of his/her disability(ies) on admission and perception of his/her improvement at the end of a rehabilitation process. The PAS was administered to 127 inpatients on admission to and at discharge from a rehabilitation program. All 127 inpatients, recruited in a prospective multicenter study, completed the rehabilitation program. The statistical analysis identified a total of 38 items to be retained in the PAS, out of an initial 82 items. The results provide evidence of the validity and reliability of the PAS in its final version.


Subject(s)
Brain Injuries/psychology , Brain Injuries/rehabilitation , Disability Evaluation , Personal Autonomy , Activities of Daily Living , Adolescent , Adult , Aged , Cluster Analysis , Cognitive Behavioral Therapy , Data Interpretation, Statistical , Female , Glasgow Coma Scale , Humans , Male , Middle Aged , Occupational Therapy , Prospective Studies , Psychometrics , Recovery of Function , Reproducibility of Results , Treatment Outcome , Work , Young Adult
7.
J Rehabil Med ; 44(6): 512-6, 2012 May.
Article in English | MEDLINE | ID: mdl-22661002

ABSTRACT

The operational model and strategies designed for use in the S. Anna - Research in Advanced Neurorehabilitation Institute for the care and neurorehabilitation of subjects in the vegetative or minimally conscious states are described here. A total of 722 patients were admitted, cared for and discharged from the institute in the period 1998-2009. Application of the model approach has progressively shortened the time of hospitalization and rehabilitation and reduced costs.


Subject(s)
Brain Injuries/complications , Persistent Vegetative State/rehabilitation , Adult , Chi-Square Distribution , Consciousness Disorders/complications , Consciousness Disorders/rehabilitation , Female , Glasgow Coma Scale , Humans , Italy , Length of Stay , Male , Middle Aged , Persistent Vegetative State/economics , Statistics as Topic , Time Factors , Treatment Outcome
8.
J Neurotrauma ; 28(7): 1149-54, 2011 Jul.
Article in English | MEDLINE | ID: mdl-21175278

ABSTRACT

Visual pursuit is a key descriptor of the minimally conscious state (above 80% of cases). It is also observable in about 20% of subjects in vegetative state. Its reappearance after severe brain damage anticipates a favorable outcome, with recovery of consciousness in 73% of subjects (45% in the absence of it). We considered retrospectively 395 subjects in vegetative state because of traumatic (63%), massive acute vascular (30%), or diffuse anoxic-hypoxic (7%) brain damage consecutively admitted to one dedicated unit during the years 1998-2008. Visual tracking was observed in 290 subjects (73.4%) and was already detectable within 50 days from brain injury in about 60% of post-traumatic or vascular subjects and 21% of anoxic-hypoxic patients. After 230 days of follow-up or more, it was observed in 89% and 88% of post-traumatic and vascular subjects and in 67% of anoxic-hypoxic patients. Rating with the Glasgow Outcome Scale (GOS) was better in those subjects with recovered visual tracking and inversely correlated with the time of reappearance in post-traumatic and vascular subjects; also the subjects with late recovery of eye tracking (230 days or more) had better GOS outcome than those without it. The observation of visual tracking reappearing in subjects in vegetative state would reflect recuperation of the brainstem-cortical interaction and overall brain functional organization that are thought to sustain consciousness and are interfered with by the "functional disconnection," resulting in the vegetative state.


Subject(s)
Ocular Motility Disorders/diagnosis , Ocular Motility Disorders/epidemiology , Persistent Vegetative State/diagnosis , Persistent Vegetative State/epidemiology , Pursuit, Smooth/physiology , Severity of Illness Index , Adolescent , Adult , Aged , Brain/physiopathology , Comorbidity , Female , Humans , Male , Middle Aged , Neural Pathways/physiopathology , Ocular Motility Disorders/physiopathology , Persistent Vegetative State/physiopathology , Retrospective Studies , Young Adult
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