Decoding health status transitions of over 200 000 patients with traumatic brain injury from preceding injury to the injury event

Scientific reports

Sci Rep. 2022 Apr 4;12(1):5584. doi: 10.1038/s41598-022-08782-0.

ABSTRACT

For centuries, the study of traumatic brain injury (TBI) has been centred on historical observation and analyses of personal, social, and environmental processes, which have been examined separately. Today, computation implementation and vast patient data repositories can enable a concurrent analysis of personal, social, and environmental processes, providing insight into changes in health status transitions over time. We applied computational and data visualization techniques to categorize decade-long health records of 235,003 patients with TBI in Canada, from preceding injury to the injury event itself. Our results highlighted that health status transition patterns in TBI emerged along with the projection of comorbidity where many disorders, social and environmental adversities preceding injury are reflected in external causes of injury and injury severity. The strongest associations between health status preceding TBI and health status at the injury event were between multiple body system pathology and advanced age-related brain pathology networks. The interwoven aspects of health status on a time continuum can influence post-injury trajectories and should be considered in TBI risk analysis to improve prevention, diagnosis, and care.

PMID:35379824 | PMC:PMC8980052 | DOI:10.1038/s41598-022-08782-0

Authors

Tatyana Mollayeva
Andrew Tran
Vincy Chan
Angela Colantonio
Mitchell Sutton
Michael D Escobar