Clinical Trials Logo

Clinical Trial Details — Status: Not yet recruiting

Administrative data

NCT number NCT06464549
Other study ID # SEE-ABI
Secondary ID
Status Not yet recruiting
Phase
First received
Last updated
Start date June 25, 2024
Est. completion date September 30, 2025

Study information

Verified date June 2024
Source Fondazione Don Carlo Gnocchi Onlus
Contact n/a
Is FDA regulated No
Health authority
Study type Observational

Clinical Trial Summary

Assessment of consciousness and attention in individuals with severe Acquired Brain Injury (sABI) is crucial for planning rehabilitation, but it is often hindered by coexisting sensory-motor and/or cognitive-behavioural disorders. This project aims at evaluating the value of spontaneous eye blinking features to assess patients' attentional abilities and to distinguish patients with unresponsive wakefulness syndrome (UWS) from those in minimally conscious state (MCS). Patients will undergo an EEG-EOG recording at rest and during an auditory oddball task. Eye blinking features on EOG will be analysed and compared to that of healthy individuals. A machine-learning-based algorithm using blinking features for the diagnosis of patients with sABI will be studied and validated preliminarily. This project will help to stratify patients with sABI using easy-to-detect clinical markers, supporting clinicians' decision-making about patient's management. Additionally, blinking patterns related to residual attentional abilities in patients emerged from disorders of consciousness will be investigated.


Description:

Overall aim: to provide preliminary results on the value of spontaneous eye blinking features (i.e., rate, amplitude, duration, and variability in intervals between blinks), which do not rely on voluntary behavioural responses, for improving the assessment of attentional abilities and consciousness in patients with sABI. Specific aims: 1. to confirm the diagnostic value of EBR in pDoC patients, as in Magliacano et al.'s (2021) study; 2. to improve diagnostic accuracy of patients with prolonged Disorders of Consciousness (pDoC) by evaluating additional blinking features (i.e., amplitude, duration, variability in intervals between blinks) for discriminating patients in UWS from those in MCS or conscious. 3. to explore the usefulness of eye blinking features analysis for assessing residual attentional abilities in full-conscious patients recovering from pDoC. 4. prototyping a machine-learning-enabled pipeline for supporting consciousness diagnosis based on Eye Blink Rate (EBR) and EOG-derived features. The interpretability and reliability aspects will be carefully evaluated to obtain a clinically usable solution for supporting diagnostic procedures and planning tailored cognitive rehabilitation. Overall, this study is proposing a preliminary investigation, with pilot samples of both healthy and test population, for the analysis of EBR and EOG-derived biomarkers. These results will lay the foundations for the development and validation of multifactorial decisional algorithms for patients' diagnostic and prognostic stratification, based on easily collectable clinical markers. This project has an observational, cross-sectional design. All patients with sABI consecutively admitted will be screened. We plan to enrol a convenience test sample of 35 patients with sABI including 10 patients with pDoC (5 in UWS, 5 in MCS) and 25 patients who recovered full consciousness after sABI. A benchmark population of 20 healthy individuals, balanced for age and sex with the patient sample, will be also enrolled, by means of word-of-mouth according to a snowball sampling. This population will undergo anamnestic interview, and neurological and primary cognitive examination for excluding history or presence of neurological disorders. At study entry, patients' demographic (e.g., age, sex), anamnestic (e.g., aetiology, time post-injury, brain lesion location), and clinical data will be collected. Patients' clinical diagnosis and cognitive functioning will be classified according to their best score on the repeated Coma Recovery Scale-Revised (CRS-R) and on Levels of Cognitive Functioning (LCF), respectively. Within 2 weeks from study entry, each patient will attend an electroencephalogram-electrooculogram (EEG-EOG) recording session. Eye blinking will be examined during a rest condition (duration: 8 min) and during an active auditory oddball task (duration: 8 min), consisting of randomly intermixed tones (non-target: 500 Hz, overall probability: 80%, n=312; target: 1000 Hz, overall probability: 20%, n=78) presented with a 1-s inter-stimulus interval through headphones. To complement clinical assessment, the background activity on resting EEG and the presence of the P300 component on event-related potentials following the auditory oddball paradigm will be evaluated. Patients' consciousness (CRS-R) and cognitive functioning (LCF) levels will be gathered on the day of the EEG-EOG recording session, and considered for statistical analysis. Control participants will undergo the same EEG-EOG recording as the patients. For both participant groups, blinks will be defined as a sharp positive peak followed by a shallow negative deflection in a time window of <400 ms on the EOG. Moreover, to prevent awareness of blink recording affects blink features, throughout recording sessions participants will be never informed of the blinking recording, but they will be encouraged to stay relaxed with their eyes open. This procedure will be conducted regardless of the participant (patient or control) group. Biostatistical analyses will be exploited for the investigation of associations between EOG-derived biomarkers and residual attentional abilities in conscious sABI patients under different acquisition paradigms, in response to Objective 3. Objective 4 will be addressed through the development of Machine Learning-based prototypes for the diagnosis of patients with pDoC using information derived from EOG signals, complemented by EEG and clinical data. The interpretability and error analyses will pose the premises for the identification of eventual covert patterns contained in EOG data.


Recruitment information / eligibility

Status Not yet recruiting
Enrollment 55
Est. completion date September 30, 2025
Est. primary completion date May 31, 2025
Accepts healthy volunteers Accepts Healthy Volunteers
Gender All
Age group 18 Years and older
Eligibility Inclusion Criteria: - diagnosis of severe acquired brain injury; - age=18 years; - time post-injury=28 days - written informed consent by patient or, where necessary, by primary caregiver Exclusion criteria will be: - large craniectomy interfering with EEG recording; - unstable clinical conditions; - presence of ophthalmic disorders, or central or peripheral impairments in eyelid motility on clinical evaluation; - administration of sedative medication in the previous 24h; - previous history of neurological or psychiatric diseases

Study Design


Intervention

Diagnostic Test:
EEG-EOG recording at rest and during an auditory oddball paradigm
Participants will attend an electroencephalogram-electrooculogram (EEG-EOG) recording session. Eye blinking will be examined during a rest condition (duration: 8 min) and during an active auditory oddball task (duration: 8 min), consisting of randomly intermixed tones (non-target: 500 Hz, overall probability: 80%, n=312; target: 1000 Hz, overall probability: 20%, n=78) presented with a 1-s inter-stimulus interval through headphones.

Locations

Country Name City State
Italy IRCCS Fondazione Don Carlo Gnocchi Firenze Firenze
Italy Polo Specialistico Riabilitativo Fondazione Don Carlo Gnocchi ONLUS Sant'Angelo dei Lombardi AV

Sponsors (1)

Lead Sponsor Collaborator
Alfonso Magliacano

Country where clinical trial is conducted

Italy, 

References & Publications (1)

Magliacano A, Rosenfelder M, Hieber N, Bender A, Estraneo A, Trojano L. Spontaneous eye blinking as a diagnostic marker in prolonged disorders of consciousness. Sci Rep. 2021 Nov 17;11(1):22393. doi: 10.1038/s41598-021-01858-3. — View Citation

Outcome

Type Measure Description Time frame Safety issue
Primary Coma Recovery Scale-Revised The Coma Recovery Scale-Revised is a clinical scale with a total score ranging from 0 to 23, with higher scores indicating a higher level of consciousness Within 2 weeks from study entry
Primary Levels of Cognitive Functioning Levels of Cognitive Functioning is a clinical scale with a score ranging from 1 to 8, with higher scores indicating a higher level of cognitive functioning Within 2 weeks from study entry
See also
  Status Clinical Trial Phase
Completed NCT03911752 - Approach to Sexuality From Occupational Therapy in People With Acquired Brain Injury in Subacute Stage
Completed NCT05265377 - Safety and Usability of the STELO Exoskeleton in People With Acquired Brain Injury and Spinal Cord Injury N/A
Not yet recruiting NCT05863897 - e-COGRAT: A Blended eHealth Intervention for Fatigue Following Acquired Brain Injury N/A
Completed NCT02215590 - Re-Step: Dynamic Balance Treatment of Gait for Acquired Brain Injury (ABI) Victims N/A
Recruiting NCT05309005 - Virtual Reality and Social Cognition After Acquired Brain Injury
Recruiting NCT05443542 - VIrtual Reality in Cognitive Rehabilitation of Processing Speed for Persons With ABI N/A
Recruiting NCT04586842 - Community-based Occupational Therapy Intervention on Mental Health for People With Acquired Brain Injury N/A
Completed NCT03328221 - Physical Activity on Heart Rate Variability in Patients With Severe Acquired Brain Injury
Active, not recruiting NCT05729165 - Local Vibration in Patients With Severe Acquired Brain Injury N/A
Active, not recruiting NCT05734183 - Multisensorial IMmersive Experiences (MIME) in Disorders of Consciousness N/A
Recruiting NCT05440682 - Connectivity in Cranioplasty N/A
Completed NCT04206475 - Feasibility Randomized Trial for an Intensive Memory-Focused Training Program for School Aged Children With Acquired br.Inj. N/A
Recruiting NCT02495558 - Cough Assessment in Patients With Severe Acquired Brain Injury N/A
Completed NCT03989388 - Occupational Self-Analysis Programme N/A
Terminated NCT01974635 - Proprioception Testing in Persons With Sensorimotor Impairment N/A
Not yet recruiting NCT01451242 - The Reliability of Heart Rate Variability Among Patients With Brain Injury as Measured by POLAR RC810XE Compared to HOLTER N/A
Completed NCT05052905 - VR-based Remote Rehabilitation for Pediatric ABI N/A
Recruiting NCT06130735 - Impact of Intensive Computerized Cognitive Training N/A
Recruiting NCT04328857 - Experimentation of Sensorized Pseudoelastic Orthoses Produced by Additive Manufacturing N/A
Completed NCT04499092 - COgnitive REhabilitation in Pediatric Patients With sABI From Vegetative State to Functional Recovery N/A