A Multimodal Assessment of the Heterogeneous Nature of Post-mTBI Dizziness
Pelo, R.; Gaudette, E.; Millsap, L.; Martindale, C.; Dibble, L. E.; Cortez, M. M.; Fino, P. C.
Show abstract
Dizziness after mild traumatic brain injury (mTBI) is commonly attributed to impairment within the vestibular system. However, oculomotor, mobility, and autonomic dysfunction can also contribute to patient-reported dizziness. The purpose of this preliminary study was to examine whether a multimodal battery of assessments could help explain patient-reported dizziness after mTBI. Twenty-three participants with concussion-related symptoms completed the Dizziness Handicap Inventory (DHI) to evaluate burden imposed by dizziness on daily activities and a battery of tests designed to incorporate domains that have been shown to contribute to dizziness (e.g., vestibular, oculomotor, balance and mobility, and autonomic dysfunction). Specific outcomes included quantitative variables obtained from: Vestibular Ocular Motor Screening (VOMS); standing for 30 seconds with feet together, eyes closed, with hands on their hips on both firm and foam surfaces; walking for one minute at a comfortable pace; and a Head-up Tilt (HUT) Test. Univariate associations between DHI and individual measures were assessed, and a backwards-stepwise regression model determined the multi-variable association. There were no strong associations and only a few moderate associations between individual functional measure and DHI total score. A total of eight variables had univariate correlation coefficients larger than 0.20 in magnitude. The final model from the backwards-stepwise procedure explained 69% of the variance in DHI and retained only three variables: peak turning speed from the one-minute walk; mean blood pressure (MBP) during the HUT; and the total VOMS score. Isolated assessments of individual domains of function have weak-to-moderate associations with post-mTBI dizziness. Conversely, a multivariable model that contained measures of mobility, autonomic function, and symptomatic complaints to vestibular and ocular provocation explained 69% of the variance in dizziness. These results suggest that dizziness is physiologically heterogeneous in nature and support the use of multi-domain assessments in patients with dizziness after mTBI.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Preliminary outcomes of combined treadmill and overground high-intensity interval training in ambulatory chronic stroke 95%
- Sensorimotor upper limb therapy does not improve somatosensory function and may negatively interfere with motor recovery: a randomized controlled trial in the early rehabilitation phase after stroke 93%
- Impaired everyday executive functions and cognitive strategy use on the Weekly Calendar Planning Activity in individuals with stroke undergoing acute inpatient rehabilitation 92%
Similar papers in this journal
- Objective turning measures improve diagnostic accuracy and relate to real-world mobility/combat readiness in chronic mild traumatic brain injury 96%
- Comparison of common outcome measures for assessing independence in patients diagnosed with disorders of consciousness: A Traumatic Brain Injury Model Systems Study 94%
- Natural Progression of Routine Laboratory Markers following Spinal Trauma: A Longitudinal, Multi-Cohort Study 94%
Similar papers in this journal
- Expanding Capabilities to Evaluate Readiness for Return to Duty after mTBI: The CAMP Study Protocol 95%
- Postural control telerehabilitation with a low-cost virtual reality protocol for children with cerebral palsy: Protocol for a clinical trial 94%
- Relationship between the rate of perceived stability, electrodermal activity and task performance during balance challenges in chronic stroke 94%
Similar papers in this journal
- Perception of yips among professional Japanese golfers: perspectives and challenges 93%
- Proprioceptive and visual motion detection acuity contribute to children dynamic postural control 93%
- Modified FRAX Score for Prediction of Fall-induced Hip Fractures; The Added Value of Fall Energy, Number, and Social Vulnerability Index 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.