Saliva RNA biomarkers predict concussion duration and detect symptom recovery: a comparison with balance and cognitive testing.

ABSTRACT:

Objective

The goals of this study were to assess the ability of salivary non-coding RNA (ncRNA) levels to predict post-concussion symptoms lasting ≥ 21 days, and to examine the ability of ncRNAs to identify recovery compared to cognition and balance.

Methods

RNA sequencing was performed on 505 saliva samples obtained longitudinally from 112 individuals (8-24-years-old) with mild traumatic brain injury (mTBI). Initial samples were obtained ≤ 14 days post-injury, and follow-up samples were obtained ≥ 21 days post-injury. Computerized balance and cognitive test performance were assessed at initial and follow-up time-points. Machine learning was used to define: (1) a model employing initial ncRNA levels to predict persistent post-concussion symptoms (PPCS) ≥ 21 days post-injury;

SUBMITTER: Fedorchak G 

PROVIDER: S-EPMC8505318 | biostudies-literature | 2021 Nov

REPOSITORIES: biostudies-literature