| Literature DB >> 35409472 |
Ziva Majcen Rosker1, Miha Vodicar2, Eythor Kristjansson3.
Abstract
Subjective visual complaints are commonly reported in patients with neck pain, but their relation to objectively measured oculomotor functions during smooth pursuit neck torsion tests (SPNTs) has not yet been investigated. The aim of the study was to analyse classification accuracy of visual symptom intensity and frequency based on SPNT results. Forty-three patients with neck pain were referred by orthopaedic outpatient clinics where they were required to fill out 16-item proformas of visual complaints. Infrared video-oculography was used to measure smooth pursuit eye movements during neutral and neck torsion positions. Parameters of gain and SPNT difference (SPNTdiff) were taken into the Naïve Bayes model as classifiers, while intensity and frequency of visual symptoms were taken as predicted class. Intensity and, to a lesser degree, frequency of visual symptoms previously associated with neck pain or focal vision disorders (computer vision syndrome) showed better classification accuracy using gain at neck torsion position, indicating cervical driven visual disturbances. Moreover, SPNTdiff presented with slightly lower classification accuracy as compared to gain at neck torsion position. Our study confirmed the relationship between cervical driven oculomotor deficits and some visual complaints (concentrating to read, words moving on page, blurred vision, difficulty judging distance, sore eyes, heavy eyes, red eyes, and eyes strain).Entities:
Keywords: eye movements; neck pain; oculomotor functions; visual disturbances
Mesh:
Year: 2022 PMID: 35409472 PMCID: PMC8997387 DOI: 10.3390/ijerph19073788
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Patient setup.
Median, interquartile range, and percentage of patients reporting presence of each individual visual complaint.
| Intensity 1 | Frequency 2 | ||||
|---|---|---|---|---|---|
| Visual Symptom | Median 3 | IQR 4 | Median 3 | IQR 4 | % of Patients 5 |
| Concentrating to read | 2 | 2 | 2 | 2 | 63.6% |
| Words moving on page | 0 | 2 | 0 | 3 | 45.5% |
| Blurred vision | 1 | 1.5 | 3 | 2 | 81.8% |
| Difficulty judging distance | 2 | 2 | 2 | 2.5 | 63.6% |
| Sore eyes | 1 | 1.5 | 3 | 3.5 | 72.7% |
| Heavy eyes | 2 | 2.5 | 2 | 3 | 72.7% |
| Harder to do close work | 1 | 2 | 2 | 2.5 | 54.5% |
| Visual fatigue | 2 | 1 | 3 | 1.5 | 81.8% |
| Itchy eyes | 1 | 1 | 1 | 2.5 | 63.6% |
| Red eyes | 1 | 1.5 | 2 | 3 | 63.6% |
| Eye strain | 1 | 1.5 | 2 | 4 | 63.6% |
| Squinting | 1 | 2 | 2 | 3 | 54.5% |
1 Intensity—intensity score for an individual visual symptom; 2 Frequency—frequency score for an individual visual symptom; 3 Median—median score for individual visual symptom; 4 IQR—interquartile range for individual visual symptom; 5 % of patients—percentage of patients reporting individual visual symptom.
Relation between visual symptoms, gain, and SPNTdiff.
| Gain Torsion 1 | Gain Neutral 2 | SPNTdiff 3 | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Visual Symptom | AUC 4 | Se 5 | Sp 6 | AUC 4 | Se 5 | Sp 6 | AUC 4 | Se 5 | Sp 6 | |
| Intensity | Dizzy reading | 0.340 | 0.282 | 0.438 | 0.296 | 0.388 | 0.339 | 0.440 | 0.482 | 0.638 |
| Concentrating to read | 0.734 | 0.763 | 0.814 | 0.513 | 0.614 | 0.716 | 0.634 | 0.563 | 0.814 | |
| Words moving on page | 0.652 | 0.746 | 0.753 | 0.489 | 0.475 | 0.361 | 0.638 | 0.746 | 0.853 | |
| Blurred vision | 0.545 | 0.464 | 0.758 | 0.427 | 0.352 | 0.583 | 0.515 | 0.444 | 0.708 | |
| Difficulty judging distance | 0.578 | 0.611 | 0.893 | 0.353 | 0.407 | 0.693 | 0.498 | 0.611 | 0.893 | |
| Sore eyes | 0.704 | 0.667 | 0.909 | 0.525 | 0.375 | 0.667 | 0.644 | 0.667 | 0.809 | |
| Heavy eyes | 0.600 | 0.589 | 0.873 | 0.534 | 0.450 | 0.714 | 0.586 | 0.539 | 0.873 | |
| Harder to do close work | 0.493 | 0.328 | 0.838 | 0.389 | 0.448 | 0.762 | 0.481 | 0.310 | 0.638 | |
| Visual fatigue | 0.477 | 0.417 | 0.600 | 0.279 | 0.483 | 0.500 | 0.462 | 0.411 | 0.602 | |
| Itchy eyes | 0.297 | 0.225 | 0.683 | 0.348 | 0.319 | 0.702 | 0.255 | 0.264 | 0.483 | |
| Red eyes | 0.539 | 0.473 | 0.836 | 0.366 | 0.329 | 0.604 | 0.515 | 0.273 | 0.833 | |
| Eye strain | 0.629 | 0.518 | 0.867 | 0.431 | 0.455 | 0.758 | 0.525 | 0.618 | 0.859 | |
| Squinting | 0.366 | 0.436 | 0.606 | 0.415 | 0.401 | 0.723 | 0.301 | 0.236 | 0.703 | |
| Frequency | Dizzy reading | 0.412 | 0.406 | 0.716 | 0.176 | 0.273 | 0.408 | 0.347 | 0.209 | 0.581 |
| Concentrating to read | 0.626 | 0.718 | 0.640 | 0.486 | 0.519 | 0.572 | 0.614 | 0.518 | 0.713 | |
| Words moving on page | 0.536 | 0.520 | 0.687 | 0.361 | 0.242 | 0.400 | 0.622 | 0.608 | 0.748 | |
| Blurred vision | 0.682 | 0.606 | 0.833 | 0.466 | 0.145 | 0.681 | 0.693 | 0.515 | 0.815 | |
| Difficulty judging distance | 0.484 | 0.509 | 0.481 | 0.347 | 0.382 | 0.412 | 0.463 | 0.494 | 0.569 | |
| Sore eyes | 0.337 | 0.281 | 0.734 | 0.331 | 0.091 | 0.611 | 0.512 | 0.545 | 0.769 | |
| Heavy eyes | 0.433 | 0.373 | 0.538 | 0.308 | 0.182 | 0.749 | 0.376 | 0.242 | 0.675 | |
| Harder to do close work | 0.679 | 0.582 | 0.698 | 0.428 | 0.397 | 0.494 | 0.454 | 0.545 | 0.768 | |
| Visual fatigue | 0.572 | 0.573 | 0.644 | 0.473 | 0.432 | 0.532 | 0.472 | 0.114 | 0.651 | |
| Itchy eyes | 0.353 | 0.114 | 0.538 | 0.372 | 0.300 | 0.580 | 0.321 | 0.273 | 0.623 | |
| Red eyes | 0.357 | 0.327 | 0.645 | 0.480 | 0.361 | 0.544 | 0.357 | 0.364 | 0.722 | |
| Eye strain | 0.462 | 0.321 | 0.561 | 0.458 | 0.364 | 0.577 | 0.496 | 0.364 | 0.720 | |
| Squinting | 0.383 | 0.421 | 0.525 | 0.410 | 0.339 | 0.465 | 0.500 | 0.455 | 0.628 | |
1 Gain torsion—gain measured at left and right neck torsion position with two target movement profiles (40° amplitude/30°s−1 velocity and 30° amplitude/30°s−1 velocity); 2 Gain neutral—gain measured at neutral position measured with two target movement profiles (40° amplitude/30°s−1 velocity and 30° amplitude/30°s−1 velocity); 3 SPNTdiff—smooth pursuit neck torsion difference; 4 AUC—area under the receiver operating characteristic curve; 5 Se—true positive rate (sensitivity); 6 Sp—true negative rate (specificity).