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1.
Eur J Neurol ; 30(10): 3056-3067, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37335396

RESUMO

BACKGROUND: In amyotrophic lateral sclerosis (ALS), gait abnormalities contribute to poor mobility and represent a relevant risk for falls. To date, gait studies in ALS patients have focused on the motor dimension of the disease, underestimating the cognitive aspects. METHODS: Using a wearable gait analysis device, we compared gait patterns in ambulatory ALS patients with mild cognitive impairment (ALS MCI+; n = 18), and without MCI (ALS MCI-; n = 24), and healthy subjects (HS; n = 16) under two conditions: (1) normal gait (single task) and (2) walking while counting backward (dual task). Finally, we examined if the occurrence and number of falls in the 3 months following the baseline test were related to cognition. RESULTS: In the single task condition, ALS patients, regardless of cognition, displayed higher gait variability than HS, especially for stance and swing time (p < 0.001). The dual task condition revealed additional differences in gait variability parameters between ALS MCI+ and ALS MCI- for cadence (p = 0.005), stance time (p = 0.04), swing time (p = 0.04) and stability index (p = 0.02). Moreover, ALS MCI+ showed a higher occurrence (p = 0.001) and number of falls (p < 0.001) at the follow-up. Regression analyses demonstrated that MCI condition predicted the occurrence of future falls (ß = 3.649; p = 0.01) and, together with executive dysfunction, was associated with the number of falls (cognitive impairment: ß = 0.63; p < 0.001; executive dysfunction: ß = 0.39; p = 0.03), regardless of motor impairment at clinical examination. CONCLUSION: In ALS, MCI is associated with exaggerated gait variability and predicts the occurrence and number of short-term falls.


Assuntos
Esclerose Lateral Amiotrófica , Disfunção Cognitiva , Humanos , Esclerose Lateral Amiotrófica/complicações , Disfunção Cognitiva/complicações , Marcha , Caminhada , Cognição
2.
Cephalalgia ; 38(12): 1825-1832, 2018 10.
Artigo em Inglês | MEDLINE | ID: mdl-29411639

RESUMO

Introduction Prospective memory is the ability to carry out a delayed intended action, so to maintain and retrieve future plans, goals and activities. Deficits of prospective memory negatively impact on patients and caregivers' everyday living and determine poor adherence to treatment. Since frontal regions are involved in both event- and time-based prospective memory tasks and are impaired in migraine without aura, defects of prospective memory might occur in migraine without aura patients; until now this issue has not been investigated. The aim of the current study was to explore time- versus event-based prospective memory in migraine without aura. Patients and methods Ninty-one consecutive migraine without aura patients and 84 healthy subjects were enrolled in the study. They underwent a standardized measure of prospective memory evaluating both time-based and event-based prospective memory, and the Montreal Cognitive Assessment assessing global cognitive status. Moreover, all participants completed the Beck Depression Inventory-II and a self-administered version of the Apathy Evaluation Scale, to assess severity of depressive symptoms and apathy, respectively. Results Migraine without aura and healthy subjects did not differ on demographic aspects (i.e. age, education and gender). However, individuals with migraine without aura demonstrated impaired prospective memory performance compared to healthy subjects, with a greater impairment demonstrated for the time-based tasks. Within the migraine without aura group, no significant association was found between prospective memory performance and clinical scores, apathy, and depression. Conclusions Individuals with migraine without aura experience particular difficulty executing a future intention; therefore, migraine without aura is associated with dysfunction of prospective memory.


Assuntos
Transtornos da Memória/epidemiologia , Transtornos da Memória/etiologia , Enxaqueca sem Aura/complicações , Adulto , Feminino , Humanos , Masculino , Pessoa de Meia-Idade
3.
Pain Med ; 19(8): 1657-1666, 2018 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-29016952

RESUMO

Objective: To explore perceived pain intensity (PPI) in three drug-naïve patient groups characterized by homogeneous migraine phenotypes-migraine without aura without cutaneous allodynia (MwoA CA-), MwoA with ictal CA (MwoA CA+), and migraine with aura without cutaneous allodynia (MwA CA-)-compared with age- and sex-matched healthy controls (HCs). Methods: Using trigeminal heat stimulation (THS) at three different predefined intensities (41 °C, 51 °C, and 53 °C) performed by the contact heat-evoked potential stimulator (CHEPS), PPI was investigated in 34 patients with MwoA CA-, 30 patients with MwoA CA+, and 30 patients with MwA CA- compared with 30 age- and sex-matched HCs. The patients had never taken migraine-preventive drugs, and they were investigated during an interictal period to avoid confounds associated with migraine attack. Secondary analyses evaluated associations between PPI and clinical features of migraine in patients. Results: No significant differences were observed between the four groups for each experimentally induced stimulus. Moreover, no significant correlations were found between clinical variables and the PPI of the THS at any level of experimental stimulus. Conclusions: Despite the converging evidence of pain threshold abnormalities in migraine patients, our findings suggest that migraine patients did not exhibit differences in the PPI of THS when compared with HCs, independent of phenotype and migraine severity, as well as somatic, psychiatric, or pharmacological interferences. This may depend on both the nature of the pain stimulus experienced and the involvement of selective regions or specific pain processing pathways.


Assuntos
Transtornos de Enxaqueca/fisiopatologia , Percepção da Dor/fisiologia , Limiar da Dor/fisiologia , Adulto , Estudos Transversais , Feminino , Humanos , Hiperalgesia/fisiopatologia , Masculino
4.
Cephalalgia ; 37(4): 305-314, 2017 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27084886

RESUMO

Objective A prospective clinical imaging study has been conducted to investigate pain processing functional pathways during trigeminal heat stimulation (THS) in patients with migraine without aura experiencing ictal cutaneous allodynia (CA) (MwoA CA+). Methods Using whole-brain BOLD-fMRI, functional response to THS at three different intensities (41°, 51° and 53℃) was investigated interictally in 20 adult MwoA CA+ patients compared with 20 MwoA patients without ictal CA (MwoA CA-) and 20 healthy controls (HCs). Secondary analyses evaluated associations between BOLD signal change and clinical features of migraine. Results During moderate-noxious THS (51℃), we observed a significantly greater activation in (a) the anterior cingulate cortex in MwoA CA+ patients compared to HCs and (b) the middle frontal gyrus in MwoA CA+ patients compared to both MwoA CA- patients and HCs. Furthermore, during high-noxious THS (53℃) a significantly decreased activation in the secondary somatosensory cortices was observed in (a) MwoA CA- patients compared to both MwoA CA+ patients and HCs and (b) MwoA CA+ patients compared to HCs. CA severity was positively correlated with the secondary somatosensory cortices activation. Conclusions Our findings suggest that CA may be subtended by both a dysfunctional analgesic compensatory mechanism and an abnormal internal representation of pain in migraine patients.


Assuntos
Hiperalgesia/fisiopatologia , Transtornos de Enxaqueca/fisiopatologia , Dor/fisiopatologia , Adulto , Encéfalo/fisiopatologia , Mapeamento Encefálico , Feminino , Temperatura Alta , Humanos , Imageamento por Ressonância Magnética , Masculino , Estudos Prospectivos
5.
J Headache Pain ; 17(1): 76, 2016 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-27568039

RESUMO

BACKGROUND: The occurrence of cognitive dysfunctions and psychological symptoms, as well as their mutual relationships, in migraine patients are still debated. The aim of the study was to characterize the cognitive profile and psychological symptoms (i.e. depression, anxiety and apathy) in drug-naïve migraine without aura (MwoA) patients. METHODS: Seventy-two consecutive MwoA patients, referred to the Italian University Headache Clinic and 72 healthy subjects (HCs) were enrolled. Patients, during an attack-free period, and HCs completed Montreal Cognitive Assessment (MoCA), Beck Depression Inventory-II (BDI-II), Self-version of Apathy Evaluation Scale (AES-S) and State and Trait Anxiety Inventory (STAI-Y-1 and 2). Clinical parameters of disease severity (i.e. disease duration, migraine attacks per month, mean pain intensity during migraine attacks, migraine disability and impact on daily life) were recorded. RESULTS: Although performance of MwoA patients on MoCA was above Italian cut-off threshold (<15.5) suggesting presence of cognitive impairment, MwoA patients achieved significantly lower scores than HCs on total MoCA scale (22.3 ± 2.7 versus 25.4 ± 2.3) and on its attention (4.9 ± 1.1 versus 5.6 ± 0.7), memory (1.8 ± 1.4 versus 3.1 ± 1.3), visuospatial (3.2 ± 0.9 versus 3.6 ± 0.6) and executive subscales (2.6 ± 1.1 versus 3.1 ± 0.8). In addition, we observed significant correlations between MoCA executive domain subscore and the attack-related disability score (MIDAS). As for behavioral profile, the percentage of depressive symptoms (4.2 %), high state and trait anxiety (13.9 and 9.7 %, respectively), and apathy (11.1 %) in MwoA patients were similar to that of HCs. No significant associations of behavioural symptoms with cognitive performance and clinical parameters were found. CONCLUSIONS: Drug-naïve MwoA patients are characterized by subtle cognitive dysfunctions and low percentage of behavioural symptoms. The results support the importance of searching for subclinical cognitive disturbances in patients with MwoA, who deserve to be followed-up to verify whether they develop clinically relevant disorders over time.


Assuntos
Disfunção Cognitiva/etiologia , Enxaqueca sem Aura/psicologia , Adulto , Idoso , Ansiedade/etiologia , Disfunção Cognitiva/epidemiologia , Disfunção Cognitiva/psicologia , Estudos Transversais , Depressão/etiologia , Avaliação da Deficiência , Feminino , Humanos , Itália/epidemiologia , Masculino , Pessoa de Meia-Idade , Enxaqueca sem Aura/epidemiologia , Escalas de Graduação Psiquiátrica
6.
J Headache Pain ; 16: 69, 2015.
Artigo em Inglês | MEDLINE | ID: mdl-26197977

RESUMO

BACKGROUND: Transcutaneous supraorbital neurostimulation (tSNS) has been recently found superior to sham stimulation for episodic migraine prevention in a randomized trial. We evaluated both the safety and efficacy of a brief period of tSNS in a group of patients with migraine without aura (MwoA). METHODS: We enrolled 24 consecutive patients with MwoA experiencing a low frequency of attacks, which had never taken migraine preventive drugs in the course of their life. Patients performed a high frequency tSNS and were considered "compliant" if they used the tSNS for ≥ 2/3 of the total time expected. For this reason, four patients were excluded from the final statistical analysis. Primary outcome measures were the reduction migraine attacks and migraine days per month (p < 0.05). Furthermore, we evaluated the percentage of patients having at least 50% reduction of monthly migraine attacks and migraine days. Secondary outcome measures were the reduction of headache severity during migraine attacks and HIT-6 (Headache Impact Test) rating as well as in monthly intake of rescue medication (p < 0.05). Finally, compliance and satisfaction to treatment and potential adverse effects related to tSNS have been evaluated. RESULTS: Between run-in and second month of tSNS treatment, both primary and secondary endpoints were met. Indeed, we observed a statistically significant decrease in the frequency of migraine attacks (p < 0.001) and migraine days (p < 0.001) per month. We also demonstrated at least 50% reduction of monthly migraine attacks and migraine days in respectively 81 and 75% of patients. Furthermore, a statistically significant reduction in average of pain intensity during migraine attacks (p = 0.002) and HIT-6 rating (p < 0.001) and intake of rescue medication (p < 0.001) has been shown. All patients showed good compliance levels and no relevant adverse events. CONCLUSION: In patients experiencing a low frequency of attacks, significant improvements in multiple migraine severity parameters were observed following a brief period of high frequency tSNS. Therefore, tSNS may be considered a valid option for the preventive treatment of migraine attacks in patients who cannot or are not willing to take daily medications, or in whom low migraine frequency and/or intensity would not require pharmacological preventive therapies.


Assuntos
Enxaqueca sem Aura/diagnóstico , Enxaqueca sem Aura/terapia , Estimulação Elétrica Nervosa Transcutânea/métodos , Adulto , Feminino , Humanos , Itália/epidemiologia , Masculino , Enxaqueca sem Aura/epidemiologia , Cooperação do Paciente
7.
Eur J Phys Rehabil Med ; 60(2): 198-206, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38381451

RESUMO

BACKGROUND: Family caregivers (FC) contribute to reducing the misdiagnosis rate in patients with disorders of consciousness (DOC). Unfortunately, the recent pandemic of COVID-19 imposed drastic restrictions that limited the access of FC to the sensory/cognitive stimulation protocols. Telemedicine approaches have been implemented to avoid discontinuity in care pathways and to ensure caregivers involvement in rehabilitation programs. AIM: The aim was to investigate whether the presence of FC remotely connected might help clinicians in eliciting higher cortically mediated behavioral responses in patients with DOC. DESIGN: Cross-sectional study. SETTING: Post-acute Unit of Neurorehabilitation. POPULATION: DOC due to severe brain injury. METHODS: Consecutive patients with DOC were assessed by means of the Coma Recovery Scale-Revised (CRS-R) by two expert examiners. Each patient underwent to five assessments in two weeks in three different conditions: 1) by the examiner only (standard); 2) with the verbal stimulation given by the FC remotely connected by PC tablet (caregiver in remote); and 3) with the verbal stimulation given by the FC physically present (caregiver in presence). RESULTS: Thirty patients with DOC (VS/UWS=10; MCS=20; mean age: 51, range: 21-79; vascular: 16; anoxic: 6; TBI=8) and their FC were enrolled. Higher total scores of CRS-R were recorded both in "caregiver in remote" and in "caregiver in presence" than in standard condition (standard vs. remote, Z=2.942, P=0.003; standard vs. presence, Z=3.736, P<0.001). Furthermore, the administration of the CRS-R with a FC, elicited higher levels of behavioral responses in MCS patients, than CRS-R performed in standard condition. In particular, 2 patients out of 30 (6.66%) showed higher scores and better diagnosis when the CRS-R was administered with FC in remote. Similarly, 5 out of 30 patients (16.66%) showed better diagnoses when the CRS-R was administered with FC in presence. Five patients changed diagnosis between standard and presence conditions (3 MCS- were diagnosed as MCS+; 2 MCS+ were diagnosed as conscious). CONCLUSIONS: Our findings add new evidence regarding the beneficial role of family members in the diagnosis of DOC, even mediated by telemedicine approach. CLINICAL REHABILITATION IMPACT: In future guidelines, FC should have an active and supporting role in the diagnostic and rehabilitative process of DOC.


Assuntos
Cuidadores , Transtornos da Consciência , Humanos , Pessoa de Meia-Idade , Transtornos da Consciência/diagnóstico , Estimulação Acústica , Estudos Transversais , Estado de Consciência/fisiologia , Coma , Estado Vegetativo Persistente/diagnóstico
8.
Front Psychol ; 15: 1360057, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38529094

RESUMO

Vertical neglect represents a visuospatial deficit occurring as a possible consequence of acquired brain injury (ABI). Differently from unilateral spatial neglect on horizontal space, vertical neglect is poorly studied in the literature and rarely assessed in clinical practice. In the available studies, the terms "radial," "vertical," and "altitudinal" neglect are often used interchangeably, although they do not describe the same spatial dimension. "Altitudinal" and "vertical" refer to the sagittal plane, whereas "radial" refers to the transverse plane. The term "vertical" is sometimes used interchangeably with respect to both axes. The aim of this systematic review was to identify the main characteristics of vertical neglect after ABI, the diagnostic tools used, and the treatment options. We also proposed a clarification of the manifestations and characteristics of vertical and radial neglect. The 23 articles reviewed, showed that the vertical neglect occurred more frequently on the lower space than on the upper space, that its presence was associated with horizontal neglect, and that it could also occur with compromise of the radial space, with the near radial being more common. The most frequent etiology associated with vertical neglect is vascular, particularly ischaemic. The lesions side are very heterogeneous and include both cortical and subcortical areas and all lobes, although the temporal lobe is most affected. With regard to the assessment tools, paper and pencil tasks are the most commonly used diagnostic tools to identify vertical neglect, although in recent years the use of computer-based tasks increased. Taken together, our results suggest that vertical neglect may be underestimated in patients with right hemisphere lesions and should always be assessed, especially in cases where the patient shows signs of horizontal neglect. The clinical assessment of vertical neglect is very important since it can lead to important functional limitations in everyday life, such as poor wheelchair handling, stumbling over unnoticed obstacles located below (or above), walking down stairs, taking off shoes.

10.
J Clin Med ; 12(23)2023 Nov 30.
Artigo em Inglês | MEDLINE | ID: mdl-38068485

RESUMO

The potential involvement of thyroid hormones (THs) in the neurological and functional recovery of patients with brain damage has been hypothesized. We aimed at investigating the role of THs and their variations during the rehabilitation process as predictive biomarkers of neurological and functional outcome in patients with acquired brain injury (ABI). This prospective, multicenter cohort study included 220 patients with ABI consecutively admitted for a 6-month neurorehabilitation program. Data on the etiology of the brain injury, occurrence of seizures, neurosurgical procedures, and death during hospitalization were collected. Both at the baseline (T0) and at the end of the rehabilitation process (T1), the following variables were evaluated: thyroid function (TSH, fT4, and fT3) and outcome measure including the Glasgow Coma Scale (GCS), Glasgow Outcome Scale-Extended (GOS-E), and Functional Independence Measure (FIM) scale. During neurorehabilitation, a significant decrease in fT4 levels was documented in the population as a whole and in patients with severe ABI (p < 0.0001), whereas no significant variations were found in TSH and fT3 levels. No significant associations were found between THs and seizure occurrence, while the neurological and functional outcomes were associated with the variation in fT4 levels during rehabilitation. In particular, a higher magnitude of decrease in fT4 levels emerged as an independent predictor of more severe neurological damage (OR = 3.48, CI 95% 1.04-11.69, p = 0.04) and a lower functional recovery (ß = -0.22, p = 0.01). In conclusion, serum fT4 variation during neurorehabilitation could represent a potential biomarker of neurological and functional outcome in patients with ABI. Further studies are needed to investigate the mechanisms underlying this association.

11.
Cephalalgia ; 32(14): 1041-8, 2012 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-22908362

RESUMO

BACKGROUND: Converging neuropsychological evidence suggests that in migraine executive functions (EF) may be affected during interictal periods. OBJECTIVE: To evaluate the functional connectivity of the fronto-parietal networks (FPN) known to be associated with EF, in migraine without aura (MwoA) patients, in the interictal period, in comparison to healthy controls (HC). METHODS: Using resting-state functional MRI (RS-fMRI), we compared functional connectivity within the FPN in 14 patients with MwoA versus 14 sex- and age-matched HC, and assessed the correlation between functional connectivity within FPN, clinical features of MwoA patients, and EF. We used voxel-based morphometry to assess whether between-group differences in functional connectivity were dependent on structural differences. RESULTS: Neuropsychological data revealed no significant executive dysfunction in MwoA patients. RS-fMRI showed that MwoA patients, compared to HC, had significant functional connectivity reduction within the right FPN and specifically in the middle frontal gyrus (MFG) and the dorsal anterior cingulate cortex. In addition, we found that MFG reduced connectivity was negatively correlated with the pain intensity of migraine attacks. There were no structural differences between the two groups. CONCLUSIONS: Our data suggest that, even in the absence of clinically evident EF deficits, MwoA is associated with reduced FPN functional connectivity. This study provides further insights into the complex scenario of migraine mechanisms.


Assuntos
Função Executiva/fisiologia , Lobo Frontal/fisiopatologia , Imageamento por Ressonância Magnética , Enxaqueca sem Aura/fisiopatologia , Rede Nervosa/fisiopatologia , Lobo Parietal/fisiopatologia , Adulto , Estudos de Casos e Controles , Cognição , Feminino , Giro do Cíngulo/fisiopatologia , Humanos , Inteligência , Masculino , Enxaqueca sem Aura/psicologia , Testes Neuropsicológicos , Percepção da Dor/fisiologia , Estudos Prospectivos , Adulto Jovem
12.
Healthcare (Basel) ; 10(3)2022 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-35326958

RESUMO

BACKGROUND: Cognitive impairment has been reported in the aftermath of severe acute respiratory syndrome due to coronavirus 2 (SARS-CoV-2) infection. We investigated the possible association between cognitive impairment and the main clinical and functional status variables in a cohort of convalescent COVID-19 patients without premorbid diseases potentially affecting cognition. METHODS: We consecutively screened for inclusion of convalescent COVID-19 patients referring to a post-acute care facility for pulmonary rehabilitation. All the enrolled patients were assessed for cognitive functions. We also investigated features of psychological distress (anxiety, depression, symptoms of posttraumatic stress disorder and quality of life) and cardiac and pulmonary functional status. RESULTS: The 63 enrolled patients (mean age 59.82 ± 10.78, male gender = 47) showed a high frequency of depressive symptoms (76.2%) and anxiety (55.5%), and a high prevalence of symptoms of posttraumatic stress disorder (PTSD, 44.4%). About half of the total sample showed reduced cognitive efficiency (RCE, 44.4%) in the domains of spatial and verbal long-term memory and executive functions. Patients with RCE more frequently showed alteration of blood pressure (BP) circadian rhythm (p = 0.01), higher levels of D-Dimer (p = 0.03), had experienced a severe illness (p = 0.02), had longer disease duration (p = 0.04), more clinically relevant symptoms of PTSD (p = 0.02), more frequent cognitive complaints (p = 0.002), higher anxiety scores (p = 0.01) and lower quality of life (p = 0.02) than patients with normal cognitive efficiency. CONCLUSIONS: Our findings indicated a possible association between the RCE after COVID-19 and some cardiological variables, including some indirect measures of a residual autonomic disorder, such as the presence of an altered BP circadian rhythm. Future research studies with large samples are needed to provide valid conclusions.

13.
Front Endocrinol (Lausanne) ; 13: 887701, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35872992

RESUMO

Purpose: A potential involvement of thyrotropic axis in influencing the state of consciousness could be hypothesized. We aimed at investigating thyroid function tests as predictors of disorders of consciousness (DoC) and relating recovery in a large cohort of patients with DoC secondary to acquired brain injury (ABI). Methods: This retrospective, multicenter, cohort study included 151 patients with DoC following ABI, consecutively admitted for a 6-month neurorehabilitation program. Data on etiology of brain injury, evolution of DoC, disability and rehabilitation assessments, and death during rehabilitation were collected at baseline and on discharge. Thyroid function tests (serum TSH, fT4 and fT3 levels) were assessed on admission in all patients and at final discharge in 50 patients. Results: Lower baseline TSH levels and greater TSH increments (ΔTSH) after neurorehabilitation predicted a favorable change in DoC independent of age, sex, BMI, etiology of brain injury and initial DoC subtype (TSH: OR=0.712, CI 95% 0.533-0.951, p=0.01; ΔTSH: OR=2.878, CI 95% 1.147-7.223, p=0.02). On the other hand, neither fT4 nor fT3 or their variations appeared to play any role on DoC changes after 6-months inpatient neurorehabilitation. A lower magnitude of ΔfT4 acted as a strong predictor of improved functional disability level (ß=0.655, p=0.002) and cognitive functions (ß=-0.671, p=0.003), implying that smaller changes in fT4 were associated with higher outcomes. Conclusions: Serum TSH levels assessed in the subacute post-ABI phase and its variation during neurorehabilitation could represent a potential biomarker of DoC evolution, while variations in fT4 levels seem to be associated with rehabilitation and cognitive functions. Further studies are needed to investigate the mechanisms underlying these associations.


Assuntos
Lesões Encefálicas , Transtornos da Consciência , Lesões Encefálicas/complicações , Lesões Encefálicas/reabilitação , Estudos de Coortes , Estado de Consciência , Transtornos da Consciência/complicações , Transtornos da Consciência/reabilitação , Humanos , Estudos Retrospectivos , Tireotropina , Resultado do Tratamento
20.
PLoS One ; 14(9): e0216507, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31557186

RESUMO

BACKGROUND: Accurate prognostic evaluation is a key factor in the clinical management of patients affected by severe acute brain injury (ABI) and helps planning focused therapies, better caregiver's support and allocation of resources. Aim of the study was to assess factors independently associated with both the short and long-term outcomes after rehabilitation in patients affected by ABI in the setting of a single Rehabilitation Unit specifically allocated to these patients. METHODS AND FINDINGS: In all patients (567) with age ≥ 18 years discharged from the Unit in the period 2006/2015 demographic, etiologic, comorbidity indicators, and descriptors of the disability burden (at hospital admission and discharge) were evaluated as potential prognostic factors of both short-term (4 classes of disability status at discharge) and long-term (mortality) outcomes. A comprehensive analytical method was adopted to combine several tasks. Select the factors with a significant independent association with the outcome, assess the relative weights and the "stability" (by bootstrap resampling) of them and estimate the role of the prognostic models in the clinical framework considering "cost" and "benefits". The generalized ordered logistic model for ordinal dependent variables was used for the short-term outcome while the Cox proportional hazard model was used for the long-term outcome. The final short-term model identified 7 factors that independently account for 37% of the outcome variability as shown by pseudo R2 (pR2) = 0.37. The disability status descriptors show the strongest association since they account for more than 60% of the pR2, followed by age (14.8%), the presence of percutaneous endoscopic gastrostomy or nasogastric intubation (14.4%), a longer stay in the acute ward (5.9%) and concomitant coronary disease (1.3%). The final multivariable Cox model identified 4 factors that independently account for 52% of the outcome variability (R2 = 0.52). The disability extent and the disability recovered lead the long-term mortality since they account for the 53% of the global R2. The relevant effect of age (42%) is appreciable only after 2 years given the significant interaction with time. A longer stay in the acute ward explains the remaining fraction (5%). Considering 'cost and benefits', the decision curve analysis shows that the clinical benefit achieved by using both prognostic models is greater than the other possible action strategies, namely 'treat all' and 'treat none. Several less obvious characteristics of the prognostic models are appreciated by integrating the results of multiple analytical methods. CONCLUSION: The comprehensive analytical tool aimed to integrate statistical significance, weight, "stability" and clinical "net" benefit, gives back a prognostic framework explaining a relevant portion of both outcomes' variability in which the strong association of the disability status with both outcomes is comparable to and followed by a time modulated role of age. Our data do not support a differentiated association of traumatic vs non-traumatic etiology. The results encourage the use of integrated approach to analyze cohort data.


Assuntos
Lesões Encefálicas/diagnóstico , Adulto , Idoso , Lesões Encefálicas/epidemiologia , Lesões Encefálicas/reabilitação , Estudos de Coortes , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Reabilitação Neurológica/estatística & dados numéricos , Prognóstico , Modelos de Riscos Proporcionais
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