Back to Search
Start Over
Shared Neuromuscular Performance Traits in Military Personnel with Prior Concussion
- Source :
- Medicine and science in sports and exercise. 51(8)
- Publication Year :
- 2019
-
Abstract
- Concussions are common in military personnel and may result in increased risk of musculoskeletal injury. One plausible explanation for this risk could be that neuromotor deficiencies enhance injury risk after a concussion through altered muscular activation/contraction timing.To compare military personnel with at least one concussion during the past 1 month to 2 yr (CONCUSSED) to military branch-matched, age-matched, and Special Operations Forces group-matched controls (CONTROL) on physiological, musculoskeletal, and biomechanical performance.A total of 48 (24 CONCUSSED, 24 CONTROL) male Air Force and Naval Special Warfare Operators age 19 to 34 yr participated in the study. Participants self-reported demographics/injury history and completed the following assessments: 1) physiological-body composition, anaerobic power and capacity, aerobic capacity and lactate threshold; 2) musculoskeletal-lower extremity isokinetic strength testing, including time to peak torque; and 3) biomechanical-single-leg jump and landing task, including landing kinematics of the hip, knee and ankle. A machine learning decision tree algorithm (C5.0) and one-way ANOVA were used to compare the two groups on these outcomes.Despite nonsignificant differences using ANOVA, the C5.0 algorithm revealed CONCUSSED demonstrated quicker time to peak knee flexion angle during the single-leg landing task (≤0.170 s; CONCUSSED: n = 22 vs CONTROL: n = 14), longer time to peak torque in knee extension isokinetic strength testing (500 ms; CONCUSSED: n = 18 vs CONTROL: n = 4) and larger knee flexion angle at initial contact (7.7°; CONCUSSED: n = 18 vs CONTROL: n = 2).The findings supported the hypothesis that CONCUSSED military personnel would demonstrate altered neuromuscular control in landing strategies and muscular activation. Future research should assess prospectively neuromuscular changes after a concussion and determine if these changes increase risk of subsequent musculoskeletal injuries.
- Subjects :
- Adult
Male
medicine.medical_specialty
Physical Therapy, Sports Therapy and Rehabilitation
Machine Learning
03 medical and health sciences
Young Adult
0302 clinical medicine
Physical medicine and rehabilitation
Risk Factors
Concussion
Task Performance and Analysis
medicine
Injury risk
Humans
Orthopedics and Sports Medicine
Lactic Acid
Muscle Strength
Muscle, Skeletal
Brain Concussion
business.industry
Decision Trees
030229 sport sciences
medicine.disease
Biomechanical Phenomena
Military personnel
Increased risk
Military Personnel
Lower Extremity
Musculoskeletal injury
Body Composition
business
Muscle Contraction
Subjects
Details
- ISSN :
- 15300315
- Volume :
- 51
- Issue :
- 8
- Database :
- OpenAIRE
- Journal :
- Medicine and science in sports and exercise
- Accession number :
- edsair.doi.dedup.....b8a542e1069dcc9f635db262eafc7d3e