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Sports-related concussion affect 1.6 to 3.8 million people each year in the United States. Despite increased media attention and awareness campaigns, the exact number is difficult to determine due to underreporting by athletes. The types of symptoms experienced with a concussion depend on the area of the brain that was affected. The most frequent symptoms include: headaches, cognitive difficulties, dizziness, neck pain, visual disturbances, difficulty sleeping, and fatigue.
Despite the availability of many treatment options, some patients continue to experience many symptoms - such as headaches, dizziness, visual disturbances, balance problems, sensitivity to light, and difficulties concentrating - that negatively affect school, work, and quality of life for long periods of time. All of these symptoms are similarly experienced by individuals with visual dysfunctions, such as the inability of the eyes to move together. This finding has led some to recommend a visual component in concussion management. Therefore, the purpose of this study is to determine whether changes in the results of 7 binocular vision tests (BVT) over time in patients with concussion correlate with changes in concussion symptoms. The investigators will measure 46 concussion patients aged 18 to 30 years with each of these tests and assess their concussion symptoms on up to four separate visits, which depend on when the patient's symptoms improve.
The tests the investigators will evaluate measure: 3D vision, uniform movement of the eyes, ability of the eyes to adapt to a target moving towards and/or away from the eyes, quick movements of the eyes, natural alignment of the eyes, and double vision as a target is moved towards the eyes. In addition, concussion symptoms will be measured by a standardized concussion questionnaire (SCAT3) at each visit.
The results of each BVT will be entered into a statistical model with the participant's concussion symptom score to determine if there is an association between the change in symptoms and the change in the results of the tests.
Full description
Sports-related concussion affect 1.6 to 3.8 million people each year in the United States. Despite increased media attention and awareness campaigns, the exact incidence is difficult to determine due to underreporting by athletes. Concussion is defined as a set of pathological reactions leading to direct damage of the brain, which may occur from a direct or indirect blow to the head. The types of symptoms experienced depend on the area of the brain that was affected. The most frequent symptoms include: headaches, cognitive difficulties, dizziness, neck pain, visual disturbances, difficulty sleeping, and fatigue.
Despite the availability of many treatment options such as neurological and psychological tests, some patients continue to experience many symptoms - such as headaches, dizziness, visual disturbances, balance problems, sensitivity to light, and difficulties concentrating - that negatively affect school, work, and quality of life for long periods of time. All of these symptoms are similarly experienced by individuals with visual dysfunctions such as dysfunctions of binocular function or convergence insufficiency. This finding has led some to recommend a visual component in concussion management. Therefore, the purpose of this study is to determine if changes in the results of 7 binocular vision tests (BVT) over time in patients with concussion correlate with changes in concussion symptoms.
The investigators will measure 46 concussion patients with each of these tests and the SCAT3 on up to 4 separate milestone time points as described below:
Demographic information relevant to the study will be collected in order to appropriately describe the population and evaluate the potential effect modification of these factors on the observed correlations. Demographic variables to be recorded include: age, sex, highest level of education achieved, the use of corrective lenses for vision problems, occupation, any relevant past medical history (i.e. migraines, vision problems, medication, etc.), the main sports activity the athlete is involved in, and the last of activities that the athlete will be returning to after healing, with an emphasis on high risk activities for concussions. Furthermore, information relevant to the concussion event will be recorded to characterize the injury. This includes information regarding the accident resulting in concussion, activity at the time of injury, and the mechanism of injury (the presence or absence of head contact is important).
Participants will complete the symptom portion (section 3) of the validated SCAT3 form that is part of the accepted standard for management of concussion. The symptoms listed are: headache, "pressure in head", neck pain, nausea or vomiting, dizziness, blurred vision, balance problems, sensitivity to light or noise, "feeling slowed down", feeling like "in a fog", "don't feel right", difficulty concentrating, difficulty remembering, fatigue or low energy, confusion, drowsiness, trouble falling asleep, more emotional, irritability, sadness, nervous or anxious. Symptoms are scored on a scale of 0 (none) to 6 (severe). The overall symptom score is the sum of all individual symptom scores.
The investigators will include an additional seven questions about symptoms - that are asked by some clinicians: "Symptoms worse with physical activity", "Symptoms worse with mental activity", "Motion sickness", "Discomfort while reading", "Discomfort while using a computer", "Double vision", "Pain behind your eyes". Each symptom is again scored between 0 (none) to 6 (severe).
BVTs will be examined, which differ from optometry tests in that they use more advanced equipment which can measure very small deviations in several domains of the visual system. These BVT measure various elements of the visual system and will be described in detail below:
The main objective of this study is to evaluate the correlation between the change in symptoms and the change in the results of the binocular vision tests. There are at least three milestone timepoints for each participant: baseline (M1), significant improvement in symptoms (M2), and when the participant is asymptomatic with activity or 3 months post baseline testing (M3). Participants that do not have significant improvement at least 2 weeks post-M1 - will be measured at 2 weeks (M*) to determine if the visual tests of function have improved. These participants will also still be measured at M2 and M3 - for a total of 4 visits.
These milestones represent patient states: symptomatic, improved, resolution/end of study. For our primary analyses, any patient who does not improve significantly over 3 months would have measures at M1, M*, and M3 (end of study). Because they would not have improved in symptoms, including them in a correlation between changes in symptoms and changes in test results is not meaningful. Therefore, they will be excluded from the primary analyses and will be analyzed separately. This is because the investigators are still interested in knowing whether the test results can change in the absence of a change in symptoms. The first step is to assess if there is a correlation between the score on BVT and the participants' symptoms (Sx) at each time a milestone occurs. For clarity, the analysis is conducted from a dataset where each line of data is represented by: Participant, Time (M1, M2, M3), Symptom Score, and BVT Score. The overall statistical model is:
E [BVT] = β0 + β1*Sx + β2*M2 + β3*Sx*M2 + β4*M3 + β5*Sx*M3 + ε
Where M2=1 when the Sx and BVT are measured at M2 and is equal to 0 otherwise, M3=1 when the Sx and BVT are measured at M3 and is equal to 0 otherwise, and ε refers to a random effect variable that is used to account for repeated measures on the same participants. In this model, the coefficient β1 is the association between all of the participants' symptom scores and the BVTs. This is because M2=M3=0, so the terms to the right of β1*Sx all equal 0. In this model, testing if the time of measurement (i.e. M1, M2, or M3) affects the correlation is straightforward. If the correlation is the same at M2 as it is at M1, then the coefficient, β3, will be 0. Similarly, if the correlation is the same at M3 as it is at M1, then the coefficient, β5, will be 0. If both β3, and β5 are found to be close to zero, then the associations are independent of the milestone at which the data were collected and the analysis will be re-run with all the data together in a simplified analysis to increase the power of subgroup analyses.
Next, the association in change of BVT with change in Sx will be measured. For these analyses, the data to the relevant milestones will be restricted. The statistical models are:
E [BVT M2 - BVT M1 | M2=1, M1=1] = β0 + β6*(SxM2-SxM1) + ε E [BVT M3 - BVT M2 | M3=1, M2=1] = β0 + β7*(SxM3-SxM2) + ε where BVT M# refers to the BVT measured at milestone number = #, and SxM# refers to the symptom score measured at milestone number = #.
If the values of β6 and β7 are found to be similar, then the associations are, again, independent of the milestones at which the data were collected. As above, the analysis will be re-run with all the data together in a simplified analysis to increase the power of subgroup analyses.
The above equations can be used to assess the association in change of total symptom score to change in total BVT score, change in any one symptom score and change in any one BVT, and changes in subgroups of symptom scores and changes in subgroups of BVTs. Because a deficiency in a particular visual function would be expected to cause only certain symptoms and only affect certain BVTs, our primary analyses will be restricted to 5 comparisons, discussed in the outcome measure section.
Gross stereoscopic acuity and anatomic oculomotor deviation are tests that measure visual function that existed prior to the concussion, and are, therefore, not expected to correlate with any changes in symptoms. These tests are conducted as part of a general visual examination.
The following symptoms in the SCAT3 are not expected to correlate with any visual tests: pressure in the head, neck pain, sensitivity to noise, feeling slowed down, confusion, drowsiness, trouble falling asleep, more emotional, irritability, sadness, nervous or anxious.
The secondary analyses will include associations between the total symptom score and the total BVT score, and the associations between the scores for each symptom and the scores for each binocular vision measure separately. In addition, the investigators will explore associations within subgroups of the participants based on clinician impression if there are abnormalities in the visual system at the first visit (y/n), time between concussion and baseline testing (<14 days, 14-28 days, >28 days), past history of concussion (y/n), and past treatment for psychological condition (y/n).
As concussions are common, this study has the potential to contribute to improved management for the many patients suffering from dizziness and other symptoms following a concussion.
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