Latent Profiles of Acute Symptoms, Cognitive Performance, and Balance in Sport-Related Concussions.

Sport Concussion Assessment Tool clinical phenotypes head injury latent profile analysis multimodal assessment precision medicine sport-related concussion

Journal

The American journal of sports medicine
ISSN: 1552-3365
Titre abrégé: Am J Sports Med
Pays: United States
ID NLM: 7609541

Informations de publication

Date de publication:
10 Jun 2024
Historique:
medline: 10 6 2024
pubmed: 10 6 2024
entrez: 10 6 2024
Statut: aheadofprint

Résumé

A sport-related concussion (SRC) is a common injury that affects multiple clinical domains such as cognition, balance, and nonspecific neurobehavioral symptoms. Although multidimensional clinical assessments of concussion are widely accepted, there remain limited empirical data on the nature and clinical utility of distinct clinical profiles identified by multimodal assessments. Our objectives were to (1) identify distinct clinical profiles discernible from acute postinjury scores on the Sport Concussion Assessment Tool (SCAT), composed of a symptom checklist, a cognitive assessment (Standardized Assessment of Concussion), and a balance assessment (Balance Error Scoring System), and (2) evaluate the clinical utility of the identified profiles by examining their association with injury characteristics, neuropsychological outcomes, and clinical management-related outcomes. Cohort study (Prognosis); Level of evidence, 2. Up to 7 latent profiles were modeled for 1885 collegiate athletes and/or military cadets who completed the SCAT at 0 to 12 hours after an injury. Chi-square tests and general linear models were used to compare identified profiles on outcomes at 12 to 72 hours after the injury. Kaplan-Meier analysis was used to investigate associations between clinical profiles and time to return to being asymptomatic and to return to play. There were 5 latent profiles retained: low impairment (65.8%), high cognitive impairment (5.4%), high balance impairment (5.8%), high symptom severity (16.4%), and global impairment (6.5%). The latent profile predicted outcomes at 12 to 72 hours in expectable ways (eg, the high balance impairment profile demonstrated worse balance at 12 to 72 hours after the injury). Time to return to being asymptomatic and to return to play were different across profiles, with the high symptom severity and global impairment profiles experiencing the longest recovery and the high balance impairment profile experiencing an intermediate-length recovery (vs low impairment profile). An SRC is a heterogeneous injury that presents in varying ways clinically in the acute injury period and results in different recovery patterns. These data support the clinical prognostic value of diverse profiles of impairment across symptom, cognitive, and balance domains. By identifying distinct profiles of an SRC and connecting them to differing outcomes, the findings support more evidence-based use of accepted multimodal clinical assessment strategies for SRCs.

Sections du résumé

BACKGROUND UNASSIGNED
A sport-related concussion (SRC) is a common injury that affects multiple clinical domains such as cognition, balance, and nonspecific neurobehavioral symptoms. Although multidimensional clinical assessments of concussion are widely accepted, there remain limited empirical data on the nature and clinical utility of distinct clinical profiles identified by multimodal assessments.
PURPOSE UNASSIGNED
Our objectives were to (1) identify distinct clinical profiles discernible from acute postinjury scores on the Sport Concussion Assessment Tool (SCAT), composed of a symptom checklist, a cognitive assessment (Standardized Assessment of Concussion), and a balance assessment (Balance Error Scoring System), and (2) evaluate the clinical utility of the identified profiles by examining their association with injury characteristics, neuropsychological outcomes, and clinical management-related outcomes.
STUDY DESIGN UNASSIGNED
Cohort study (Prognosis); Level of evidence, 2.
METHODS UNASSIGNED
Up to 7 latent profiles were modeled for 1885 collegiate athletes and/or military cadets who completed the SCAT at 0 to 12 hours after an injury. Chi-square tests and general linear models were used to compare identified profiles on outcomes at 12 to 72 hours after the injury. Kaplan-Meier analysis was used to investigate associations between clinical profiles and time to return to being asymptomatic and to return to play.
RESULTS UNASSIGNED
There were 5 latent profiles retained: low impairment (65.8%), high cognitive impairment (5.4%), high balance impairment (5.8%), high symptom severity (16.4%), and global impairment (6.5%). The latent profile predicted outcomes at 12 to 72 hours in expectable ways (eg, the high balance impairment profile demonstrated worse balance at 12 to 72 hours after the injury). Time to return to being asymptomatic and to return to play were different across profiles, with the high symptom severity and global impairment profiles experiencing the longest recovery and the high balance impairment profile experiencing an intermediate-length recovery (vs low impairment profile).
CONCLUSION UNASSIGNED
An SRC is a heterogeneous injury that presents in varying ways clinically in the acute injury period and results in different recovery patterns. These data support the clinical prognostic value of diverse profiles of impairment across symptom, cognitive, and balance domains. By identifying distinct profiles of an SRC and connecting them to differing outcomes, the findings support more evidence-based use of accepted multimodal clinical assessment strategies for SRCs.

Identifiants

pubmed: 38857057
doi: 10.1177/03635465241254527
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Pagination

3635465241254527

Déclaration de conflit d'intérêts

One or more of the authors has declared the following potential conflict of interest or source of funding: This secondary analysis project was funded by the National Institute of Neurological Disorders and Stroke (R03NS100691 and R01NS110856). The Concussion Assessment, Research and Education (CARE) Consortium studies were supported in part by the National Collegiate Athletic Association and the DOD. The US Army Medical Research Acquisition Activity is the awarding and administering acquisition office. This work was supported by the Office of the Assistant Secretary of Defense for Health Affairs, through the Combat Casualty Care Research Program, endorsed by the DOD, through the Joint Program Committee 6/Combat Casualty Care Research Program–Psychological Health and Traumatic Brain Injury Research Program (W81XWH1420151 and W81XWH1820047). AOSSM checks author disclosures against the Open Payments Database (OPD). AOSSM has not conducted an independent investigation on the OPD and disclaims any liability or responsibility relating thereto.

Auteurs

Mary U Simons (MU)

Department of Psychology, Marquette University, Milwaukee, Wisconsin, USA.
Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.

Michael A McCrea (MA)

Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.

Steven Broglio (S)

School of Kinesiology, University of Michigan, Ann Arbor, Michigan, USA.

Thomas W McAllister (TW)

Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Lindsay D Nelson (LD)

Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.

Holly Benjamin (H)

University of Chicago, Chicago, Illinois, USA.

Alison Brooks (A)

University of Wisconsin-Madison, Madison, Wisconsin, USA.

Thomas Buckley (T)

University of Delaware, Newark, Delaware, USA.

Kenneth Cameron (K)

Keller Army Community Hospital, West Point, New York, USA.

Jay Clugston (J)

University of Florida, Gainesville, Florida, USA.

John DiFiori (J)

Hospital for Special Surgery, New York, New York, USA.

Chris D'Lauro (C)

United States Air Force Academy, Colorado Springs, Colorado, USA.

James Eckner (J)

University of Michigan, Ann Arbor, Michigan, USA.

Luis Alejandro Feigenbaum (L)

University of Miami, Coral Gables, Florida, USA.

Christopher Giza (C)

University of California, Los Angeles, Los Angeles, California, USA.

Joseph Hazzard (J)

University of Houston-Clear Lake, Houston, Texas, USA.

Thomas Kaminski (T)

University of Delaware, Newark, Delaware, USA.

Louise Kelly (L)

California Lutheran University, Thousand Oaks, California, USA.

Anthony Kontos (A)

University of Pittsburgh, Pittsburgh, Pennsylvania, USA.

Christina Master (C)

Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.

Jason Mihalik (J)

University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA.

Christopher Miles (C)

Wake Forest University, Winston-Salem, North Carolina, USA.

Nicholas Port (N)

Indiana University Bloomington, Bloomington, Indiana, USA.

Margot Putukian (M)

Princeton University, Princeton, New Jersey, USA.

Adam Susmarski (A)

Uniformed Services University of the Health Sciences, Bethesda, Maryland, USA.
Investigation performed at the Medical College of Wisconsin, Milwaukee, Wisconsin, USA.

Classifications MeSH