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| ID | Type | Description | Link |
|---|---|---|---|
| 01KU2003 | Other Grant/Funding Number | Federal ministry for education and research (Germany) |
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| Name | Class |
|---|---|
| University of Milan | OTHER |
| Fondazione Don Carlo Gnocchi ETS | OTHER |
| Weizmann Institute of Science | OTHER |
| Ludwig-Maximilians - University of Munich |
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Improved treatment of severe brain injuries has resulted in increased survival rates. While some of these patients regain consciousness after a transient state of coma, others may develop a disorder of consciousness (DoC). Diagnosis of DoC currently relies on standardized behavioral assessment. The importance of accuracy in such diagnosis cannot be overstated, as it guides critical decisions on treatment (including pain management), and could underlie end-of-life decisions. Despite this importance, current behavioral diagnosis often fails, if because of the major sensory and motor deficits associated with DoC, or because of the heterogeneous etiology and pathophysiology associated with the condition. Finally, the need for accurate diagnosis and prognosis transcends the needs of the patients alone: caregiving of these patients is very stressful, principally for the large uncertainty associated with them. Thus, more accurate diagnosis and prognosis provide major relief for caregivers, and paradoxically, even if the news is not "good". For all these reasons it is critical to developing personalized diagnosis and prognosis prediction tools that permit a stratified analysis at the single-patient level. The PerBrain Project will benefit from the multidisciplinary partners' expertise, and the unique opportunity to perform longitudinal assessments in four clinical sites through both established and novel electrophysiological, neuroimaging, and physiological techniques. Based on the collected data, the investigators will develop a multimodal personalized diagnostic tool for DoC patients using state-of-the-art computational tools, such as machine learning, in order to better determine the current state (diagnosis) and future outcome (prognosis). The overall aim of this project will provide for a better understanding of the pathophysiological mechanisms in DoC, which will, in turn, allow personalized rehabilitation strategies, and improved single-patient predictions of state and prognosis.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Patients with DoC |
| ||
| Caregivers/ legal guardian of patients with DoC |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Coma scales | Behavioral | CRS-R and GOSE |
| |
| Imaging, electrophysiology, body signals, and brain stimulation |
| Measure | Description | Time Frame |
|---|---|---|
| Patients: Implementation of a hierarchical multi-modal personalized procedure to diagnose and track the change of the state of consciousness in brain-injured patients | Coma Recovery Scale Revised (CRS-R) [0-23] Higher score better outcome | Changes from T1: 1-2 Months from injury; T2: 4-7 Months from injury; T3: 9-12 months from injury |
| Patients: Implementation of a hierarchical multi-modal personalized procedure to diagnose and track the change of the state of consciousness in brain-injured patients | Extended Glasgow Outcome Scale (GOSE) [1-8] Higher score better outcome | Changes from T1: 1-2 Months from injury; T2: 4-7 Months from injury; T3: 9-12 months from injury |
| Patients: Implementation of a hierarchical multi-modal personalized procedure to diagnose and track the change of the state of consciousness in brain-injured patients | Quantitative high density EEG (64 Electrodes) | Changes from T1: 1-2 Months from injury; T2: 4-7 Months from injury; T3: 9-12 months from injury |
| Patients: Implementation of a hierarchical multi-modal personalized procedure to diagnose and track the change of the state of consciousness in brain-injured patients | Standard EEG and transcranial magnetic stimulation (TMS-EEG) | Changes from T1: 1-2 Months from injury; T2: 4-7 Months from injury; T3: 9-12 months from injury |
| Patients: Implementation of a hierarchical multi-modal personalized procedure to diagnose and track the change of the state of consciousness in brain-injured patients | Structural MRI and functional MRI (without contrast agent) | Changes from T1: 1-2 Months from injury; T2: 4-7 Months from injury; T3: 9-12 months from injury |
| Measure | Description | Time Frame |
|---|---|---|
| Caregivers: develop a brochure/guide to be applied in clinical practice for the effective communication of technology-based results | Working closely with Patient organizations/ patient representatives: Representatives of organizations ("Schädel- Hirnpatienten in Not e.V." in Germany) will be consulted in focus groups to jointly discuss the met and unmet needs and communication problems reported by caregivers in the study. Additionally, we will conduct a semi-structures interview with the caregivers. This information will help to devise with the research team effective communication strategies to be implemented in a brochure for the presentation of multimodal technology-based DOC testing. |
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Recruitment is taking place in:
Inclusion criteria:
Exclusion criteria:
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intensive care units and rehabilitation centres
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Jacobo Sitt, MD/PhD | Contact | +33 (0)1 57 27 40 00 | jacobo.sitt@icm-institute.org | |
| Benjamin Rohaut, MD/PhD | Contact | +33 (0)1 57 27 40 00 | benjamin.rohaut@icm-institute.org |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Paris Brain Institute (ICM) | Recruiting | Paris | 75013 | France |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 16350959 | Background | Giacino JT, Kalmar K. Diagnostic and prognostic guidelines for the vegetative and minimally conscious states. Neuropsychol Rehabil. 2005 Jul-Sep;15(3-4):166-74. doi: 10.1080/09602010443000498. | |
| 28892566 | Background | Raimondo F, Rohaut B, Demertzi A, Valente M, Engemann DA, Salti M, Fernandez Slezak D, Naccache L, Sitt JD. Brain-heart interactions reveal consciousness in noncommunicating patients. Ann Neurol. 2017 Oct;82(4):578-591. doi: 10.1002/ana.25045. Epub 2017 Oct 11. |
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| OTHER |
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| Diagnostic Test |
MRI, fMRI, EEG, TMS-EEG, Olfaction, Respiration, EKG |
|
| Questionnaires | Behavioral | several questionnaires and an interview with the caregiver |
|
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Sociodemographic characteristics | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Brief Illness Perception Questionnaire (BIPQ) [0-80] Higher score more positive illness representation | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Euro-Qol 5 (EQ-5D61) [0-15] higher values indicating better perceived quality of life. | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Adult Carer Quality of Life Questionnaire (ACQoL24) [0-120] higher values better quality of life | Changes from 0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Hospital Anxiety and Depression Scale (HADS) [0-52] higher scores indicating higher levels of anxiety and depression. | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Resilience (RS14) [14-98] higher scores relate to higher resilience levels. | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Sense of coherence (SOCS) [13-91] higher scores indicate higher sense of coherence. | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Treatment choices survey [28-140] higher score indicates a stronger agreement with the treatment and higher reason to take a given treatment decision | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| Caregivers: use of questionnaires to asses change in factors that impact well-being and treatment decisions of informal caregivers/family members confronted with multimodal technology-based tests for DoC patients | Semi-structured qualitative Interview based on a thematic grid for brochure development | Changes from C0: before T1 (1-2 Months from injury); C1: between T1(1-2 Months from injury) and T2 (4-7 Months from injury); C2: between T2 (4-7 Months from injury) and T3 (9-12 Months from injury); C3: after T3 (9-12 Months from injury) |
| 12 months |
| University Hospital of the Ludwig-Maximilians-University of Munich | Recruiting | Munich | 81377 | Germany |
|
| Loewenstein Hospital | Recruiting | Raanana | 43100 | Israel |
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| Dipartimento di Cura e Riabilitazione delle Gravi Cerebrolesioni Acquisite (GCA) | Recruiting | Milan | Italy |
|
| 32461641 | Background | Arzi A, Rozenkrantz L, Gorodisky L, Rozenkrantz D, Holtzman Y, Ravia A, Bekinschtein TA, Galperin T, Krimchansky BZ, Cohen G, Oksamitni A, Aidinoff E, Sacher Y, Sobel N. Olfactory sniffing signals consciousness in unresponsive patients with brain injuries. Nature. 2020 May;581(7809):428-433. doi: 10.1038/s41586-020-2245-5. Epub 2020 Apr 29. |
| 23946194 | Background | Casali AG, Gosseries O, Rosanova M, Boly M, Sarasso S, Casali KR, Casarotto S, Bruno MA, Laureys S, Tononi G, Massimini M. A theoretically based index of consciousness independent of sensory processing and behavior. Sci Transl Med. 2013 Aug 14;5(198):198ra105. doi: 10.1126/scitranslmed.3006294. |
| 30285102 | Background | Engemann DA, Raimondo F, King JR, Rohaut B, Louppe G, Faugeras F, Annen J, Cassol H, Gosseries O, Fernandez-Slezak D, Laureys S, Naccache L, Dehaene S, Sitt JD. Robust EEG-based cross-site and cross-protocol classification of states of consciousness. Brain. 2018 Nov 1;141(11):3179-3192. doi: 10.1093/brain/awy251. |
| 24945467 | Background | Vogler J, Klein AM, Bender A. Long-term health-related quality-of-life in patients with acquired brain injury and their caregivers. Brain Inj. 2014;28(11):1381-8. doi: 10.3109/02699052.2014.919536. Epub 2014 Jun 19. |
| 41484601 | Derived | Derchi CC, Comanducci A, Bassi M, Rosenfelder MJ, Valota C, Willacker L, Oehl P, Rosanova M, Sitt JD, Bender A, Kuehlmeyer K. Surrogate decision-making for people with disorders of consciousness: considering the control-preferences of informal caregivers before implementing multimodal testing. BMC Med Ethics. 2026 Jan 2;27(1):11. doi: 10.1186/s12910-025-01357-4. |
| 36494776 | Derived | Willacker L, Raiser TM, Bassi M, Bender A, Comanducci A, Rosanova M, Sobel N, Arzi A, Belloli L, Casarotto S, Colombo M, Derchi CC, Flo Rama E, Grill E, Hohl M, Kuehlmeyer K, Manasova D, Rosenfelder MJ, Valota C, Sitt JD. PerBrain: a multimodal approach to personalized tracking of evolving state-of-consciousness in brain-injured patients: protocol of an international, multicentric, observational study. BMC Neurol. 2022 Dec 9;22(1):468. doi: 10.1186/s12883-022-02958-x. |
| ID | Term |
|---|---|
| D003244 | Consciousness Disorders |
| D018458 | Persistent Vegetative State |
| ID | Term |
|---|---|
| D019954 | Neurobehavioral Manifestations |
| D009461 | Neurologic Manifestations |
| D009422 | Nervous System Diseases |
| D012816 | Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D019965 | Neurocognitive Disorders |
| D001523 | Mental Disorders |
| D001925 | Brain Damage, Chronic |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
| D014474 | Unconsciousness |
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| ID | Term |
|---|---|
| D003952 | Diagnostic Imaging |
| D011795 | Surveys and Questionnaires |
| ID | Term |
|---|---|
| D019937 | Diagnostic Techniques and Procedures |
| D003933 | Diagnosis |
| D003625 | Data Collection |
| D004812 | Epidemiologic Methods |
| D008919 | Investigative Techniques |
| D017531 | Health Care Evaluation Mechanisms |
| D011787 | Quality of Health Care |
| D017530 | Health Care Quality, Access, and Evaluation |
| D011634 | Public Health |
| D004778 | Environment and Public Health |
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