The effects of persistent mild traumatic brain injury symptoms on the neurophysiological health of adults
Notice bibliographique
Résumé
BACKGROUND: Mild traumatic brain injury (mTBI) accounts for approximately 70-90% of the 2.8 million TBIs sustained annually, and up to 40% of those may result in persistent symptoms lasting beyond a normal clinical recovery timeline. Persistent concussion symptoms (PCS) can manifest into life-changing disabilities, lost work and financial income, elevated risks of depression and anxiety, and reduced quality of life (QoL), as well as more subtle deficits in the ability to perform a cognitive and motor task concurrently, a common activity of daily living. Dual-task gait conditions have revealed the adaptation of a conservative gait strategy following mTBI in young athletes, however it is unknown if this strategy is present among adults with PCS. Together an assessment of symptoms, QoL, cognition, and postural control can provide an overall understanding of the subtle deficits in an adult PCS population. PURPOSE: The overall purpose of this dissertation was to identify and quantify neurophysiological impairments in adults with PCS. METHODS: For aim 1, PCS patients (n=15, 43.9+11.8 years, 11 females, 110-1314 days since injury) and healthy controls (n=24, 41.6+10.4 years, 16 females) performed dual-task gait and gait initiation conditions in a motion capture laboratory. Dual-task costs were calculated for gait, gait initiation, and cognitive variables to determine task prioritization. For aim 2, the same PCS patients and healthy controls completed questionnaires to assess symptoms and quality of life, performed a variety of common post-concussion clinical assessments (i.e.: Clinical Reaction Time, King-Devick, Tandem gait task), and a brief sensorimotor and cognitive assessment on the Kinesiological Instrument for Normal and Altered Reaching Movements (KINARM, Kingston, Ontario). Once normality was established, groups were compared using either an independent samples t-test (normal distribution) or a Mann-Whitney U test (non-normal distribution). Additionally, for aim 2, we examined the associations between KINARM variables and clinical assessment performance using a Pearson correlation test. A point-biserial correlation was run to determine the relationship between KINARM variables and VOMS failure (a categorical variable). RESULTS: For aim 1, PCS patients had significantly worse DTCs for gait (e.g.: Gait Speed DTCs: PCS = -13.1 + 11.9%, Controls = -4.3 + 6.4%, p = 0.009, d = .921) and gait initiation (e.g.: APA phase M/L displacement (-34.8 + 21.8% and -10.6 + 25.3%, p = .004, d = 1.01) when compared to the healthy controls. For aim 2, PCS patients had significantly worse symptoms, psychological issues, and overall quality of life compared to healthy controls (e.g.: Rivermead number of symptoms (Range = 0-16): PCS = 13.5 + 2.2, Controls = 4.0 + 3.8, p < .001, r = .794). Additionally, PCS patients had significantly worse performance on most clinical assessments (e.g.: clinical mean reaction time: PCS = 238.3 + 47.3 msec, Controls = 208.3 + 18.0 msec, p = .035, r =.337), however no significant differences between groups were observed on any of the tandem gait task variables. No significant differences were observed between groups on the predominantly motor-based KINARM tasks (e.g.: Trail-Making Test A: PCS = 62.0 + 57.8 sec, Controls = 37.1 + 8.4 sec, p = .106, r = .254), however several significant differences were observed between groups on the more cognitively demanding tasks (Trail-Making Test B: PCS = 76.3 + 62.8 sec, Controls = 42.3 + 10.4, p = .044, r = .324). DISCUSSION: These results suggest that adults experiencing persistent concussion symptoms have impairments when performing a dual task, which reflects a conservative gait strategy when additional cognitive resources are required to perform a cognitive and a motor task concurrently. This study also identified more subtle sensorimotor and cognitive deficits in PCS patients using the novel KINARM assessment tool, further suggesting that adults with persistent concussion symptoms have impaired cognitive function when required to perform an upper body cognitive-motor dual task. Furthermore, as expected, the PCS patients had worse self-reported symptoms, psychological issues, and quality of life, as well as performance on clinical tests for post-concussion assessment of neurophysiological health. This suggests that these assessments, which have primarily been used on high school and college student-athletes, are also able to identify patients experiencing persistent concussion symptoms.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,002 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,001 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,002 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».