Information of the Coma Recovery Scale-Revised for Neurobehavioral State and Recovery of Consciousness Prediction
CRS-R_Info
An Analysis of the Information of the Coma Recovery Scale-Revised Providing the Most Reliable Prediction of the Neurobehavioral State and Recovery of Consciousness
1 other identifier
observational
171
1 country
2
Brief Summary
Background: The Coma Recovery Scale-Revised (CRS-R) is the most recommended instrument to examine the neurobehavioral condition of individuals with disorders of consciousness (DOCs). Different studies have investigated the prognostic value of the information provided by the conventional administration of the scale, while other measures derived from the scale have been proposed to improve the prognosis of DOCs. However, the heterogeneity of the data used in the different studies prevents a reliable comparison of the identified predictors and measures. Objectives: This study investigates which information derived from the CRS-R provides the most reliable prediction of both the neurobehavioral state and recovery of consciousness at the discharge of a long-term neurorehabilitation program. Methods: The clinical records of 171 individuals with DOCs admitted to an inpatient neurorehabilitation program for a minimum of 3 months were used to implement machine learning classifiers that were trained to predict the neurobehavioral state and recovery of consciousness at discharge.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for all trials
Started Feb 2004
Longer than P75 for all trials
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
February 1, 2004
CompletedPrimary Completion
Last participant's last visit for primary outcome
December 31, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2021
CompletedFirst Submitted
Initial submission to the registry
March 9, 2023
CompletedFirst Posted
Study publicly available on registry
April 19, 2023
CompletedApril 19, 2023
April 1, 2023
17.9 years
March 9, 2023
April 5, 2023
Conditions
Keywords
Outcome Measures
Primary Outcomes (2)
Recovery of consciousness
Described as Emergence from Minimal Consciousness State (MCS) or from Unresponsive Wakefulness Syndrome (UWS) (1) or presence of Disorder of Consciousness (DoC, 0)
At discharge from the rehabilitation hospital (median of 365 days)
Neurobehavioral state
Described as Minimal Consciousness State (MCS), Unresponsive Wakefulness Syndrome (UWS), or Emergence from Minimal Consciousness State (E-MCS)
At discharge from the rehabilitation hospital (median of 365 days)
Study Arms (1)
Cohort undergoing rehabilitation
This group of patients underwent standard rehabilitation programs set by national guidelines.
Interventions
This group of patients underwent standard rehabilitation programs set by national guidelines.
Eligibility Criteria
Patients with Disorder Of Consciousness (DOC) who had attended an inpatient neurorehabilitation program between February 2004 and December 2021 in three facilities of the same hospital network were retrospectively extracted from their medical records.
You may qualify if:
- diagnosis with (Unresponsive Wakefulness Syndrome) UWS or Minimal Consciousness State (MCS) due to either a vascular, anoxic or traumatic origin
You may not qualify if:
- individuals who did not attended the program for at least three months
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Hospitales Nisalead
Study Sites (2)
Hospitales NISA
Valencia, 46011, Spain
Servicio de Neurorrehabilitación y Daño Cerebral de los Hospitales NISA
Valencia, 46011, Spain
Related Publications (26)
Hirschberg R, Giacino JT. The vegetative and minimally conscious states: diagnosis, prognosis and treatment. Neurol Clin. 2011 Nov;29(4):773-86. doi: 10.1016/j.ncl.2011.07.009.
PMID: 22032660BACKGROUNDLaureys S, Owen AM, Schiff ND. Brain function in coma, vegetative state, and related disorders. Lancet Neurol. 2004 Sep;3(9):537-46. doi: 10.1016/S1474-4422(04)00852-X.
PMID: 15324722BACKGROUNDGiacino JT, Ashwal S, Childs N, Cranford R, Jennett B, Katz DI, Kelly JP, Rosenberg JH, Whyte J, Zafonte RD, Zasler ND. The minimally conscious state: definition and diagnostic criteria. Neurology. 2002 Feb 12;58(3):349-53. doi: 10.1212/wnl.58.3.349.
PMID: 11839831BACKGROUNDBruno MA, Vanhaudenhuyse A, Thibaut A, Moonen G, Laureys S. From unresponsive wakefulness to minimally conscious PLUS and functional locked-in syndromes: recent advances in our understanding of disorders of consciousness. J Neurol. 2011 Jul;258(7):1373-84. doi: 10.1007/s00415-011-6114-x. Epub 2011 Jun 16.
PMID: 21674197BACKGROUNDCalabro RS, Naro A. Diagnosing Disorder of Consciousness: The Opening of Pandora's Box! Innov Clin Neurosci. 2016 Apr 1;13(3-4):10-1. eCollection 2016 Mar-Apr. No abstract available.
PMID: 27354922BACKGROUNDSousa VD, Rojjanasrirat W. Translation, adaptation and validation of instruments or scales for use in cross-cultural health care research: a clear and user-friendly guideline. J Eval Clin Pract. 2011 Apr;17(2):268-74. doi: 10.1111/j.1365-2753.2010.01434.x. Epub 2010 Sep 28.
PMID: 20874835BACKGROUND'CRSR_GeneralGuidelines_20200812_v1.pdf'. Accessed: Jun. 09, 2022. [Online]. Available: https://www.sralab.org/sites/default/files/downloads/2020-09/CRSR_GeneralGuidelines_20200812_v1.pdf
BACKGROUNDJ. T. Giacino, 'COMA RECOVERY SCALE-REVISED ©2004', p. 17, 2020.
BACKGROUNDGiacino JT, Kalmar K, Whyte J. The JFK Coma Recovery Scale-Revised: measurement characteristics and diagnostic utility. Arch Phys Med Rehabil. 2004 Dec;85(12):2020-9. doi: 10.1016/j.apmr.2004.02.033.
PMID: 15605342BACKGROUNDAmerican Congress of Rehabilitation Medicine, Brain Injury-Interdisciplinary Special Interest Group, Disorders of Consciousness Task Force; Seel RT, Sherer M, Whyte J, Katz DI, Giacino JT, Rosenbaum AM, Hammond FM, Kalmar K, Pape TL, Zafonte R, Biester RC, Kaelin D, Kean J, Zasler N. Assessment scales for disorders of consciousness: evidence-based recommendations for clinical practice and research. Arch Phys Med Rehabil. 2010 Dec;91(12):1795-813. doi: 10.1016/j.apmr.2010.07.218.
PMID: 21112421BACKGROUNDGerrard P, Zafonte R, Giacino JT. Coma Recovery Scale-Revised: evidentiary support for hierarchical grading of level of consciousness. Arch Phys Med Rehabil. 2014 Dec;95(12):2335-41. doi: 10.1016/j.apmr.2014.06.018. Epub 2014 Jul 7.
PMID: 25010536BACKGROUNDLa Porta F, Caselli S, Ianes AB, Cameli O, Lino M, Piperno R, Sighinolfi A, Lombardi F, Tennant A. Can we scientifically and reliably measure the level of consciousness in vegetative and minimally conscious States? Rasch analysis of the coma recovery scale-revised. Arch Phys Med Rehabil. 2013 Mar;94(3):527-535.e1. doi: 10.1016/j.apmr.2012.09.035. Epub 2012 Nov 2.
PMID: 23127303BACKGROUNDSchnakers C, Vanhaudenhuyse A, Giacino J, Ventura M, Boly M, Majerus S, Moonen G, Laureys S. Diagnostic accuracy of the vegetative and minimally conscious state: clinical consensus versus standardized neurobehavioral assessment. BMC Neurol. 2009 Jul 21;9:35. doi: 10.1186/1471-2377-9-35.
PMID: 19622138BACKGROUNDWannez S, Heine L, Thonnard M, Gosseries O, Laureys S; Coma Science Group collaborators. The repetition of behavioral assessments in diagnosis of disorders of consciousness. Ann Neurol. 2017 Jun;81(6):883-889. doi: 10.1002/ana.24962.
PMID: 28543735BACKGROUNDJox RJ, Bernat JL, Laureys S, Racine E. Disorders of consciousness: responding to requests for novel diagnostic and therapeutic interventions. Lancet Neurol. 2012 Aug;11(8):732-8. doi: 10.1016/S1474-4422(12)70154-0.
PMID: 22814543BACKGROUNDSattin D, Minati L, Rossi D, Covelli V, Giovannetti AM, Rosazza C, Bersano A, Nigri A, Leonardi M. The Coma Recovery Scale Modified Score: a new scoring system for the Coma Recovery Scale-revised for assessment of patients with disorders of consciousness. Int J Rehabil Res. 2015 Dec;38(4):350-6. doi: 10.1097/MRR.0000000000000135.
PMID: 26465775BACKGROUNDAnnen J, Filippini MM, Bonin E, Cassol H, Aubinet C, Carriere M, Gosseries O, Thibaut A, Barra A, Wolff A, Sanz LRD, Martial C, Laureys S, Chatelle C. Diagnostic accuracy of the CRS-R index in patients with disorders of consciousness. Brain Inj. 2019;33(11):1409-1412. doi: 10.1080/02699052.2019.1644376. Epub 2019 Jul 18.
PMID: 31319707BACKGROUNDEstraneo A, Moretta P, Loreto V, Lanzillo B, Cozzolino A, Saltalamacchia A, Lullo F, Santoro L, Trojano L. Predictors of recovery of responsiveness in prolonged anoxic vegetative state. Neurology. 2013 Jan 29;80(5):464-70. doi: 10.1212/WNL.0b013e31827f0f31. Epub 2013 Jan 9.
PMID: 23303855BACKGROUNDPractice Guideline Update Recommendations Summary_ Disorders of Consciousness.pdf'.
BACKGROUNDGiacino JT, Katz DI, Schiff ND, Whyte J, Ashman EJ, Ashwal S, Barbano R, Hammond FM, Laureys S, Ling GSF, Nakase-Richardson R, Seel RT, Yablon S, Getchius TSD, Gronseth GS, Armstrong MJ. Practice guideline update recommendations summary: Disorders of consciousness: Report of the Guideline Development, Dissemination, and Implementation Subcommittee of the American Academy of Neurology; the American Congress of Rehabilitation Medicine; and the National Institute on Disability, Independent Living, and Rehabilitation Research. Neurology. 2018 Sep 4;91(10):450-460. doi: 10.1212/WNL.0000000000005926. Epub 2018 Aug 8.
PMID: 30089618BACKGROUNDMartens G, Bodien Y, Sheau K, Christoforou A, Giacino JT. Which behaviours are first to emerge during recovery of consciousness after severe brain injury? Ann Phys Rehabil Med. 2020 Jul;63(4):263-269. doi: 10.1016/j.rehab.2019.10.004. Epub 2019 Nov 26.
PMID: 31783144BACKGROUNDCarriere M, Llorens R, Navarro MD, Olaya J, Ferri J, Noe E. Behavioral signs of recovery from unresponsive wakefulness syndrome to emergence of minimally conscious state after severe brain injury. Ann Phys Rehabil Med. 2022 Mar;65(2):101534. doi: 10.1016/j.rehab.2021.101534. Epub 2021 Nov 18.
PMID: 33933691BACKGROUNDLiuzzi P, Grippo A, Campagnini S, Scarpino M, Draghi F, Romoli A, Bahia H, Sterpu R, Maiorelli A, Macchi C, Cecchi F, Carrozza MC, Mannini A. Merging Clinical and EEG Biomarkers in an Elastic-Net Regression for Disorder of Consciousness Prognosis Prediction. IEEE Trans Neural Syst Rehabil Eng. 2022;30:1504-1513. doi: 10.1109/TNSRE.2022.3178801. Epub 2022 Jun 13.
PMID: 35635833BACKGROUNDNoe E, Ferri J, Olaya J, Navarro MD, O'Valle M, Colomer C, Moliner B, Ippoliti C, Maza A, Llorens R. When, How, and to What Extent Are Individuals with Unresponsive Wakefulness Syndrome Able to Progress? Neurobehavioral Progress. Brain Sci. 2021 Jan 19;11(1):126. doi: 10.3390/brainsci11010126.
PMID: 33478033BACKGROUNDArnaldi D, Terzaghi M, Cremascoli R, De Carli F, Maggioni G, Pistarini C, Nobili F, Moglia A, Manni R. The prognostic value of sleep patterns in disorders of consciousness in the sub-acute phase. Clin Neurophysiol. 2016 Feb;127(2):1445-1451. doi: 10.1016/j.clinph.2015.10.042. Epub 2015 Nov 6.
PMID: 26610323BACKGROUNDMagliacano A, Liuzzi P, Formisano R, Grippo A, Angelakis E, Thibaut A, Gosseries O, Lamberti G, Noe E, Bagnato S, Edlow BL, Lejeune N, Veeramuthu V, Trojano L, Zasler N, Schnakers C, Bartolo M, Mannini A, Estraneo A; IBIA DoC-SIG. Predicting Long-Term Recovery of Consciousness in Prolonged Disorders of Consciousness Based on Coma Recovery Scale-Revised Subscores: Validation of a Machine Learning-Based Prognostic Index. Brain Sci. 2022 Dec 27;13(1):51. doi: 10.3390/brainsci13010051.
PMID: 36672033BACKGROUND
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
March 9, 2023
First Posted
April 19, 2023
Study Start
February 1, 2004
Primary Completion
December 31, 2021
Study Completion
December 31, 2021
Last Updated
April 19, 2023
Record last verified: 2023-04