Evidence map›Paper›PMID 36494776›Full record

ArticleBMC neurology2022

PerBrain: a multimodal approach to personalized tracking of evolving state-of-consciousness in brain-injured patients: protocol of an international, multicentric, observational study.

L Willacker, T M Raiser, M Bassi, A Bender, A Comanducci, M Rosanova, N Sobel, A Arzi, L Belloli, S Casarotto and 10 more

Registry-linked trialAbstract read
In one paragraph

Article in BMC neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04798456 (A Multimodal Approach to Personalized Tracking of Evolving State-Of-Consciousness in Brain- Injured Patients), which is not on this map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04798456 unknown statusnot on this map

A Multimodal Approach to Personalized Tracking of Evolving State-Of-Consciousness in Brain- Injured Patients

TypeobservationalSponsorParis Brain Institute (ICM)Ran2020 to 2023Enrolled150ConditionsDisorders of Consciousness, Minimally Conscious State, Unresponsive Wakefulness Syndrome, CaregiversArmsComa scales, Imaging, electrophysiology, body signals, and brain stimulation, Questionnaires
3 · Its place in the literature

Who cites it

9 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Participatory Development of an International Information Brochure on the Multimodal Assessment of Disorders of Consciousness.Health expectations : an international journal of public participation in health care and health policy · 2024
    Article
  8. Article
  9. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

L WillackerDepartment of Neurology, University Hospital of the Ludwig-Maximilians-Universität München, Marchioninistr. 15, Munich, Germany. Lina.willacker@med.uni-muenchen.de.ORCID http://orcid.org/0000-0002-6532-5725
T M RaiserDepartment of Neurology, University Hospital of the Ludwig-Maximilians-Universität München, Marchioninistr. 15, Munich, Germany.
M BassiDepartment of Biomedical and Clinical Sciences, University of Milano, Milan, Italy.
A BenderDepartment of Neurology, University Hospital of the Ludwig-Maximilians-Universität München, Marchioninistr. 15, Munich, Germany.
A ComanducciIRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.
M RosanovaDepartment of Biomedical and Clinical Sciences, University of Milano, Milan, Italy.
N SobelDepartment of Brain Sciences, Weizmann Institute of Science, Rehovot, Israel.
A ArziSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, 75013, Paris, France.
L BelloliSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, 75013, Paris, France.
S CasarottoDepartment of Biomedical and Clinical Sciences, University of Milano, Milan, Italy.
M ColomboDepartment of Biomedical and Clinical Sciences, University of Milano, Milan, Italy.
C C DerchiIRCCS Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy.
E Fló RamaSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, 75013, Paris, France.
E GrillInstitute for Medical Information Processing, Biometry and Epidemiology, Ludwig-Maximilians-Universität München, Munich, Germany.
M HohlDepartment of Neurology, University Hospital of the Ludwig-Maximilians-Universität München, Marchioninistr. 15, Munich, Germany.
K KuehlmeyerInstitute of Ethics, History and Theory of Medicine, Ludwig-Maximilians-Universität München, Munich, Germany.
D ManasovaSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, 75013, Paris, France.
M J RosenfelderTherapiezentrum Burgau, Hospital for Neurological Rehabilitation, Burgau, Germany.
C ValotaDepartment of Biomedical and Clinical Sciences, University of Milano, Milan, Italy.
J D SittSorbonne Université, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, 75013, Paris, France.

Funding

Agence Nationale de la Recherche ANR-19-PERM-0002Bundesministerium für Bildung und Forschung 01KU2003Fondazione per la Ricerca Biomedica GA 779282Israeli Ministry of Health IMOH 3-16873Italian Ministry of Health Ricerca Corrente 2021-22Marie Curie Individual Fellowship 840711
6 · The paper itself

Abstract

backgroundDisorders of consciousness (DoC) are severe neurological conditions in which consciousness is impaired to various degrees. They are caused by injury or malfunction of neural systems regulating arousal and awareness. Over the last decades, major efforts in improving and individualizing diagnostic and prognostic accuracy for patients affected by DoC have been made, mainly focusing on introducing multimodal assessments to complement behavioral examination. The present EU-funded multicentric research project "PerBrain" is aimed at developing an individualized diagnostic hierarchical pathway guided by both behavior and multimodal neurodiagnostics for DoC patients.

methodsIn this project, each enrolled patient undergoes repetitive behavioral, clinical, and neurodiagnostic assessments according to a patient-tailored multi-layer workflow. Multimodal diagnostic acquisitions using state-of-the-art techniques at different stages of the patients' clinical evolution are performed. The techniques applied comprise well-established behavioral scales, innovative neurophysiological techniques (such as quantitative electroencephalography and transcranial magnetic stimulation combined with electroencephalography), structural and resting-state functional magnetic resonance imaging, and measurements of physiological activity (i.e. nasal airflow respiration). In addition, the well-being and treatment decision attitudes of patients' informal caregivers (primarily family members) are investigated. Patient and caregiver assessments are performed at multiple time points within one year after acquired brain injury, starting at the acute disease phase. DISCUSSION: Accurate classification and outcome prediction of DoC are of crucial importance for affected patients as well as their caregivers, as individual rehabilitation strategies and treatment decisions are critically dependent on the latter. The PerBrain project aims at optimizing individual DoC diagnosis and accuracy of outcome prediction by integrating data from the suggested multimodal examination methods into a personalized hierarchical diagnosis and prognosis procedure. Using the parallel tracking of both patients' neurological status and their caregivers' mental situation, well-being, and treatment decision attitudes from the acute to the chronic phase of the disease and across different countries, this project aims at significantly contributing to the current clinical routine of DoC patients and their family members.

trial registrationClinicalTrials.gov, NCT04798456 . Registered 15 March 2021 - Retrospectively registered.

Indexed as

Brain InjuriesConsciousness DisordersBrainConsciousnessHumansObservational Studies as TopicPrognosisCaregiver well-beingDisorders of consciousnessFamily caregiversMachine learningMulticentric evaluationMultimodal neurodiagnosticOutcome predictionPersonalized medicine

Identifiers

PMID36494776
PMCPMC9733076

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.