Subtypes of Sport-Related Concussion: a Systematic Review and Meta-cluster Analysis

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SYSTEMATIC REVIEW

Subtypes of Sport‑Related Concussion: a Systematic Review and Meta‑cluster Analysis S. Langdon1,2   · M. Königs1,2 · E. A. M. C. Adang1 · E. Goedhart2 · J. Oosterlaan1

© The Author(s) 2020

Abstract Objective  Current clinical guidelines provide a unitary approach to manage sport-related concussion (SRC), while heterogeneity in the presentation of symptoms suggests that subtypes of SRC may exist. We systematically reviewed the available evidence on SRC subtypes and associated clinical outcomes. Data Sources  Ovid Medline, Embase, PsycINFO, and SPORTDiscus Eligibility Criteria for Selecting Studies  Electronic databases were searched for studies: (i) identifying SRC symptom clusters using classification methodology; or (ii) associating symptom clusters to clinical outcome variables. A total of 6,146 unique studies were identified, of which 75 full texts were independently assessed by two authors for eligibility. A total of 22 articles were included for systematic review. Data Extraction  Two independent authors performed data extraction and risk of bias analysis using the Cochrane Collaboration tool. Data Synthesis  Six studies found evidence for existence of SRC symptom clusters. Combining the available literature through Multiple Correspondence Analysis (MCA) provided evidence for the existence of a migraine cluster, a cognitive–emotional cluster, a sleep–emotional cluster, a neurological cluster, and an undefined feelings cluster. Nineteen studies found meaningful associations between SRC symptom clusters and clinical outcomes. Clusters mapping to the migraine cluster were most frequently reported in the literature and were most strongly related to aspects of clinical outcome. Conclusions  The available literature provides evidence for the existence of at least five subtypes in SRC symptomatology, with clear relevance to clinical outcome. Systematically embedding the differentiation of SRC subtypes into prognosis, clinical management, and intervention strategies may optimize the recovery from SRC.

Key Points 

Electronic supplementary material  The online version of this article (https​://doi.org/10.1007/s4027​9-020-01321​-9) contains supplementary material, which is available to authorized users. * S. Langdon [email protected] 1



Emma Children’s Hospital, Amsterdam UMC (Location Academic Medical Center), University of Amsterdam, Emma Neuroscience Group, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands



Sports Medical Centre, Royal Netherlands Football Association (KNVB), Woudenbergseweg 56‑58, 3707 HX Zeist, The Netherlands

2

This systematic review and meta-cluster analysis provides robust evidence for the existence of at least five SRC subtypes, identified as a migraine cluster, a cognitive–emotional cluster, a sleep–emotional cluster, a neurological cluster, and an undefined feelings cluster, with clear relevance to clinical outcome. The results of this study may pave the way for the transition from a unitary approach to SRC management towards individualized and targeted