| Literature DB >> 34070002 |
Danjela Ibrahimi1,2, Jorge D Mendiola-Santibañez2,3, Enoé Cruz-Martínez4, Alfonso Gómez-Espinosa5, Irineo Torres-Pacheco2.
Abstract
This research assesses the brain activity and visual performance at baseline and after light therapy (LTH), of seventeen patients with strabismus and amblyopia (SA), and eleven healthy controls (HCs) from Querétaro, México. Quantitative electroencephalogram analysis (qEEG) was used to record the brain activity, and clinical metrics such as the visual acuity, angle of deviation, phoria state, stereopsis, and visual fields determined the visual performance. Results showed a constant higher alpha-wave frequency for HCs. Low voltages remained negative for HCs and positive for SA patients across stimulation. After LTH, high voltage increased in SA patients, and decreased in HCs. A second spectral peak, (theta-wave), was exclusively recorded in SA patients, at baseline and after LTH. Positive Spearman correlations for alpha-wave frequency, low and high voltages were only seen in SA patients. Synchronized brain activity was recorded in all SA patients stimulated with filters transmitting light in the blue but not in the red spectrum. Enhancement in the visual performance of SA patients was found, whereas deterioration of the phoria state and a decrease in the amount of stereopsis was seen in HCs. To conclude, only a suffering brain and a visual pathway which needs to be enabled can benefit from LTH.Entities:
Keywords: amblyopia; brain activity; light therapy; quantitative electroencephalography; strabismus
Year: 2021 PMID: 34070002 PMCID: PMC8157857 DOI: 10.3390/brainsci11050657
Source DB: PubMed Journal: Brain Sci ISSN: 2076-3425
Figure 1Images obtained from Neuronic software after the LTH program. (a) the mean frequency; (b) absolute power; (c) relative power; (d) FFT result.
Demographics and clinical measurements at baseline of SA and HC groups.
| Parameters | SA Mean ± SD | HCs Mean ± SD | |
|---|---|---|---|
| Male/female | 9/8 | 6/5 | - |
| Age (years) | 18.1 ± 10.5 | 22.3 ± 5.9 | 0.49 |
| Motor eye dominance | 11 R/6 L | 9 R/2 L | - |
| Handedness | 17 R | 10 R/1 L | - |
| Angle of esotropia (far/near) | 29.0 ± 14.84/27 ± 17.02 | - | - |
| Angle of exotropia (far/near) | 12.71 ± 8.30/25.43 ± 12.53 | - | - |
| Angle of hypertropia (far/near) | 9.2 ± 3.03/9.2 ± 3.03 | - | - |
| Visual Acuity OD (far/near) | 0.32 ± 0.37/0.24 ± 0.36 | 0.01 ± 0.03/0.03 ± 0.05 | 0.001/0.004 |
| Visual Acuity OS (far/near) | 0.35 ± 0.33/0.2 ± 0.25 | 0.01 ± 0.03/0.03 ± 0.05 | 0.001/0.002 |
| Stereopsis | 128.8 ± 252.1 | 25.82 ± 12.81 | <0.001 |
Mann-Whitney test comparing the two groups (p < 0.05 represented statistically significant differences). Data shown as mean standard deviation or n. SA, strabismus and amblyopia; HCs, healthy controls; OD, oculus dexter; OI, oculus sinister; R, right; L, left.
Figure 2The flow diagram illustrates the steps followed in this research.
Tests of Between-Subjects Effects for Alpha-Wave.
| Source | Type III Sum of Squares | F | Sig. | Partial Eta Square |
|---|---|---|---|---|
| Intercept | 5776.835 | 4072.123 | 0.000 | 0.994 |
| Groups | 32.667 | 23.027 | 0.000 | 0.470 |
| Error | 36.884 |
Transformed Variable: Average.
Estimates for Groups.
| SA and HC Groups | Mean | Std. Error | 95% Confidence Interval | |
|---|---|---|---|---|
| Lower Bound | Upper BOUND | |||
| SA | 9.616 | 0.204 | 9.196 | 10.036 |
| HC | 11.180 | 0.254 | 10.658 | 11.702 |
Tests of Within-Subjects Effects for Alpha-Wave.
| Source | F | Sig. | Partial Eta Squared | |
|---|---|---|---|---|
| Time | Sphericity Assumed | 4.542 | 0.043 | 0.149 |
| Greenhouse-Geisser | 4.542 | 0.043 | 0.149 | |
| Huynh-Feldt | 4.542 | 0.043 | 0.149 | |
| Lower-bound | 4.542 | 0.043 | 0.149 |
Estimates for time.
| Time | Mean | Std. Error | 95% Confidence Interval | |
|---|---|---|---|---|
| Lower Bound | Upper Bound | |||
| 1 | 10.209 | 0.206 | 9.786 | 10.632 |
| 2 | 10.587 | 0.163 | 10.253 | 10.922 |
1 = alpha-wave measured at baseline, 2 = alpha-wave measured after 20 sessions of LTH.
Figure 3Displayed means for alpha-wave measured at Time 1 (baseline) and Time 2 (after 20 sessions of LTH) for SA (shown in blue color) and HC (shown in red color) groups.
Descriptive statics for Alpha-Wave.
| SA and HC Groups | Mean | Std. Deviation | N | |
|---|---|---|---|---|
| Alpha-wave activity at baseline | SA | 9.42100 | 1.103814 | 17 |
| HC | 10.99718 | 0.996305 | 11 | |
| Total | 10.04021 | 1.305439 | 28 | |
| Alpha-wave activity after LTH | SA | 9.81153 | 0.815620 | 17 |
| HC | 11.36309 | 0.880818 | 11 | |
| Total | 10.42107 | 1.130057 | 28 |
Tests of Between-Subjects Effects for Low Voltage.
| Source | Type III Sume of Squares | F | Sig. | Partial Eta Square |
|---|---|---|---|---|
| Intercept | 0.574 | 0.101 | 0.753 | 0.004 |
| Groups | 243.228 | 42.986 | 0.000 | 0.623 |
| Error | 147.116 |
Transformed Variable: Average.
Estimates for Groups.
| SA and HC Groups | Mean | Std. Error | 95% Confidence Interval | |
|---|---|---|---|---|
| Lower Bound | Upper Bound | |||
| SA | 2.030 | 0.408 | 1.191 | 2.869 |
| HC | −2.237 | 0.507 | −3.280 | −1.195 |
Figure 4Displayed means for low voltage measured at Time 1 (baseline) and Time 2 (after LTH) for SA (shown in blue color) and HC (shown in red color) groups.
Descriptive Statistics for Low Voltage.
| SA and HC Groups | Mean | Std. Deviation | N | |
|---|---|---|---|---|
| Low-voltage activity at baseline | SA | 1.8912 | 2.86705 | 17 |
| HC | −2.7982 | 0.66296 | 11 | |
| Total | 0.0489 | 3.23623 | 28 | |
| Low-voltage activity after LTH | SA | 2.1688 | 2.46504 | 17 |
| HC | −1.6764 | 1.56305 | 11 | |
| Total | 0.6582 | 2.85709 | 28 |
Tests of Within-Subjects Effects for High Voltage.
| Source | F | Sig | Partial Eta Squared | |
|---|---|---|---|---|
| Time x Groups | Sphericity Assumed | 8.114 | 0.008 | 0.238 |
| Greenhouse-Geisser | 8.114 | 0.008 | 0.238 | |
| Huynh-Feldt | 8.114 | 0.008 | 0.238 | |
| Lower-bound | 8.114 | 0.008 | 0.238 |
Figure 5Displayed means for high voltage measured at Time 1 (baseline) and Time 2 (after 20 sessions of LTH) for SA (shown in blue color) and HC (shown in red color) groups.
SA and HC Groups x Time.
| SA and HC Groups | Time | Mean | Std. Error | 95% Confidence Interval | |
|---|---|---|---|---|---|
| Lower Bound | Upper Bound | ||||
| SA | 1 | 3.473 | 0.224 | 3.013 | 3.933 |
| 2 | 4.699 | 0.460 | 3.754 | 5.643 | |
| HC | 1 | 4.709 | 0.278 | 4.137 | 5.281 |
| 2 | 3.832 | 0.571 | 2.658 | 5.006 | |
Descriptive Statistics for High voltage.
| SA and HC Groups | Mean | Std. Deviation | N | |
|---|---|---|---|---|
| High voltage activity at baseline | SA | 3.4729 | 1.09514 | 17 |
| HC | 4.7091 | 0.54662 | 11 | |
| Total | 3.9586 | 1.09515 | 28 | |
| High voltage activity after LTH | SA | 4.6988 | 2.33463 | 17 |
| HC | 3.8318 | 0.78249 | 11 | |
| Total | 4.3582 | 1.90857 | 28 |
Spearman correlations of SA group.
| Alpha-Wave Activity after LTH | |||
|---|---|---|---|
| Spearman’s rho | Alpha-wave activity at baseline | Correlation coefficient | 0.692 ** |
| Sig. (2-tailed) | 0.002 | ||
| High voltage at baseline | |||
| Spearman’s rho | Low voltage at baseline | Correlation coefficient | 0.729 ** |
| Sig. (2-tailed) | 0.001 | ||
| High voltage after LS | |||
| Spearman’s rho | Low voltage after LTH | Correlation coefficient | 0.886 ** |
| Sig. (2-tailed) | <0.001 |
** Correlation is significant at the 0.01 level (2-tailed); N = 17.
Figure 6Illustrates the correlation between the alpha-wave activity measured at baseline and after LTH of SA patients.
Figure 7Illustrates the correlation between low and high voltage values measured at baseline of SA patients.
Figure 8Illustrates the correlation between low and high voltage values measured after LTH of SA patients.
Distribution of alpha and theta-waves and the state of brain coherence at baseline of SA group.
| Patients | Distribution of ( | Distribution of ( | Brain Coherence |
|---|---|---|---|
|
| Occipitals | Frontals | Synchrony |
|
| Parieto-occipitals | Fronto-centrals, predominating at centrals | Synchrony |
|
| Occipitals | Frontals and occipitals | Asynchrony of right temporal lobe |
|
| Frontals and left center-parietal lobe | Left frontal and right parietal lobe | Asynchrony |
|
| Right fronto-temporal and left parieto-occipital lobe | Frontals | Asynchrony of left temporal lobe |
|
| Occipitals | Right parieto-occipital lobe | Asynchrony of left temporal lobe |
|
| Frontals and occipitals | Frontals and centrals | Asynchrony of frontals and parieto-occipitals |
|
| Center-parietals | Right frontal and right parietal lobe | Synchrony |
|
| Left parietal lobe | Frontals and occipitals | Asynchrony of left parietal lobe |
|
| Left center-parietal lobe | Right frontal and right parietal lobe | Asynchrony of left centro-parietal lobe |
|
| Occipitals | Parieto-occipitals | Asynchrony of fronto-temporal and left parietal lobe |
|
| Left center-parietal lobe | Left parietal lobe | Asynchrony of left central and parietal lobe |
|
| Occipitals | Parietals and occipitals | Asynchrony of left frontal lobe |
|
| Left parieto-occipital lobe | Left parieto-occipital lobe | Asynchrony of left fronto-temporal lobe |
|
| Occipitals | Occipitals | Asynchrony of fronto-temporals |
|
| Occipitals | Right frontal lobe | Synchrony of occipitals |
|
| Parietals | Parietals | Asynchrony of left parietal lobe |
Red represents patients who used filters transmitting long-wavelength light (red-orange-yellow) and blue the patients who used filters transmitting low-wavelength light (from bright to dark blue and the combination of grey-blue and violet-blue). Filters transmitting medium-wavelength light (green) are stabilizing filters and were combined either with red or blue filters according to the needs of each patient. EEG recordings were carried-out in the waking-state. (α), alpha-wave; (θ), theta-wave.
Distribution of alpha and theta-waves and the state of brain coherence after LTH of SA group.
| Patients | Distribution of ( | Distribution of ( | Brain Coherence |
|---|---|---|---|
|
| Occipitals | Frontals | Asynchrony of left temporal lobe |
|
| Occipitals | Fronto-centrals and centrals | Synchrony |
|
| Occipitals | Frontals and occipitals | Synchrony of occipitals |
|
| Occipitals | Fronto-temporals and occipitals | Synchrony of occipitals |
|
| Occipitals | Frontals | Synchrony of occipitlas |
|
| Occipitals | Right parieto-occipital lobe | Synchrony of occipitals and parietals |
|
| Occipitals and parietals | Frontals and centrals | Synchrony of occipitals and parietals |
|
| Frontals and right centro-parietal lobe | Right frontal and right parietal lobe | Aynchrony of left frontal and centro-parietal lobe |
|
| Centro-parietals, predominating at centrals | Frontals and occipitals | Synchrony of centro-parietals |
|
| Occipitals | Right frontal lobe | Asynchrony of left temporal lobe |
|
| Occipitals and parietals | Fronto-temporals | Synchrony of parietals and occipitals |
|
| Occipitals | Temporals | Synchrony of occipitals |
|
| Occipitals | Parietals and occipitals | Asynchrony of left frontal lobe |
|
| Occipitals | Left frontal, parietal, temporal and occipital lobe | Synchrony of parieto-occipitals |
|
| Parietals | Frontals | Synchrony of occipitals |
|
| Occipitals | No theta-wave registered | Synchrony of occipitals |
|
| Parietals | Parietals | Synchrony parietals |
Red represents patients who used filters transmitting long-wavelength light (red-orange-yellow) and blue the patients who used filters transmitting low-wavelength light (from bright to dark blue and the combination of grey-blue and violet-blue). Filters transmitting medium-wavelength light (green) are stabilizing filters and were combined either with red or blue filters according to the needs of each patient. EEG recordings were carried-out in the waking-state. (α), alpha-wave; (θ), theta-wave.
Distribution of alpha-wave and the state of brain coherence at baseline and after LTH of HC group.
| Patients | Distribution of ( | Brain Coherence at Baseline/after LTH |
|---|---|---|
|
| Occipitals/Occipitals | Synchrony of occipitals/Synchrony of occipitals |
|
| Occipitals/Occipitals | Asynchrony of parieto-occipitals/Synchrony of occipitals |
|
| Occipitals/Occipitals | Synchrony of parieto-occipitals/Synchrony occipitals |
|
| Parieto-occipitals/Parietals | Asynchrony of parieto-occipitals/Synchrony of occipitals |
|
| Parieto-occipitals/Occipitals | Asynchrony of parieto-occipitals/Synchrony of occipitals |
|
| Parietals/Occipitals | Synchrony of parietals/Synchrony of occipitals |
|
| Parietals/Occipitals | Synchrony of parietals/Synchrony of occipitals |
|
| Occipitals/Occipitals | Synchrony of parieto-occipitals/Synchrony of occipitals |
|
| Occipitals/Occipitals | Synchrony of occipitals/Synchrony of occipitals |
|
| Occipitals/Occipitals | Synchrony of occipitals/Synchrony of occipitlas |
|
| Occipitals/Occipitals | Synchrony of occipitals/Synchrony of occipitals |
Red represents patients who used filters transmitting long-wavelength light (red-orange-yellow) and blue the patients who used filters transmitting low-wavelength light (from bright to dark blue and the combination of grey-blue and violet-blue). Filters transmitting medium-wavelength light (green) are stabilizing filters and were combined either with red or blue filters according to the needs of each patient. EEG recordings were carried out in the waking-state. (α), alpha-wave; LTH, light therapy.
Clinical measurements of SA and HC groups, at baseline and after 20 sessions of LTH.
| Parameters | HCs at Baseline | HCs after LTH | SA at Baseline | SA after LTH | ||
|---|---|---|---|---|---|---|
| Mean ± SD | Mean ± SD | Mean ± SD | Mean ± SD | |||
| VA OD Far | 0.01 ± 0.03 | 0.01 ± 0.03 | 0.32 ± 0.37 | 0.16 ± 0.24 | ||
| VA OD Near | 0.03 ± 0.05 | 0.03 ± 0.05 | 0.24 ± 0.36 | 0.12 ± 0.23 | ||
| VA OI Far | 0.01 ± 0.03 | 0.01 ± 0.03 | 0.35 ± 0.33 | 0.2 ± 0.27 | ||
| VA OI Near | 0.03 ± 0.05 | 0.03 ± 0.05 | 0.2 ± 0.25 | 0.14 ± 0.24 | ||
| Stereopsis | 25.82 ± 12.81 | 25.09 ± 13.99 | 128.8 ± 252.1 | 54.2 ± 73.31 | ||
| ET Far | - | - | - | 29.0 ± 14.84 | 19.13 ± 17.87 | |
| ET Near | - | - | - | 27.0 ± 17.02 | 18.13 ± 18.47 | |
| XT Far | - | - | - | 12.71 ± 8.3 | 8.14 ± 6.89 | |
| XT Near | - | - | - | 25.43 ± 12.53 | 16.57± 10.52 | |
| HT Far | - | - | - | 9.2 ± 3.03 | 5.17 ± 3.71 | |
| HT Near | - | - | - | 9.2 ± 3.03 | 5.50 ± 3.45 | |
| XF Near | 12.27 ± 5.69 | 14.18 ± 6.82 | - | - | - | |
| Green OD | 15.79 ± 0.6 | 16.05 ± 0.85 | 15.38 ± 0.98 | 17.09 ± 0.39 | ||
| Green OI | 15.94 ± 0.42 | 16.31 ± 0.46 | 15.36 ± 0.9 | 17.25 ± 0.58 | ||
| Blue OD | 24.82 ± 0.81 | 24.9 ± 1.35 | 23.87 ± 0.85 | 25.69 ± 0.65 | ||
| Blue OI | 24.54 ± 0.6 | 25.14 ± 0.52 | 23.75 ± 1.2 | 25.95 ± 0.68 | ||
| Red OD | 23.45 ± 1.31 | 24.15 ± 1.14 | 23.02 ± 1.82 | 25.82 ± 0.67 | ||
| Red OI | 23.71 ± 1.28 | 24.52 ± 0.65 | 23.05 ± 1.48 | 25.98 ± 0.77 | ||
| White OD | 29.55 ± 0.75 | 29.65 ± 1.39 | 28.78 ± 1.43 | 31.04 ± 0.54 | ||
| White OI | 29.39 ± 1.37 | 29.99 ± 0.97 | 28.58 ± 1.73 | 31.09 ± 0.94 |
T-paired test and Wilcoxon test were used to detect changes between two related samples based on the normality of data distribution. Data shown as mean standard deviation or n. SA, strabismus and amblyopia; HCs, healthy controls; OD, oculus dexter; OI, oculus sinister; ET, esotropia; XT, exotropia; HT, hypertropia.