| Literature DB >> 33290417 |
Beatriz Cordon1,2, Elisa Vilades1,2, Elvira Orduna1,2, María Satue1,2, Javier Perez-Velilla1,2, Berta Sebastian3, Vicente Polo1,2,4, Jose Manuel Larrosa1,2,4, Luis Emilio Pablo1,2,4, Elena Garcia-Martin1,2,4.
Abstract
PURPOSE: To investigate superficial retinal microvascular plexuses detected by optical coherence tomography angiography (OCT-A) in multiple sclerosis (MS) subjects and compare them with healthy controls.Entities:
Mesh:
Year: 2020 PMID: 33290417 PMCID: PMC7723290 DOI: 10.1371/journal.pone.0243236
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Image of angiography optical coherence tomography measured in 6x6mm area in superficial vascular plexus with gird centered in macula.
Left image shows a B-scan with orange lines limiting analyzed zone. Right image shows density map with gird divided in five areas; central, nasal, interior, temporal and superior with number of percentages of vessel density.
Baseline characteristics of the subjects included in the study.
| CONTROL | MS | P | |
|---|---|---|---|
| N (eyes) | 149 | 92 | - |
| Eye | - | ||
| Right eye (%) | 79 (53) | 46 (50) | |
| Left eye (%) | 70 (47) | 46 (50) | |
| Sex | - | ||
| Female (%) | 129 (86.6) | 80 (87) | |
| Male (%) | 20 (13.4) | 12 (13) | |
| Age (years) | 41.81 ± 18.36 | 41.70 ± 12.11 | - |
| IOP (mmHg) | 15.15 ± 1.57 | 15.37 ± 2.04 | 0.959 |
| EDSS | - | 2.02 ± 1.43 | 0.359 |
Abbreviations: MS, multiple sclerosis; N, number of eyes; IOP, Intraocular pressure; EDSS, Expanded Disability Status Scale.
Mean and standard deviation of MSQoL-54 values in MS patients.
| MS group | ||
|---|---|---|
| Mean | Mean ± Std. deviation | |
| MSQoL-MENT | 69.92 | 26.60 |
| DISTRESS | 64.97 | 32.66 |
| OVERALL | 63.84 | 30.47 |
| EMOTIONAL | 65.27 | 28.87 |
| MENTAL LIMIT | 55.74 | 45.32 |
| COGNITIVE | 57.39 | 34.90 |
| MSQoL-PHY | 65.64 | 21.29 |
| PHYSICAL | 68.63 | 30.49 |
| HEALTH PERCEP | 45.29 | 23.65 |
| ENERGY | 48.08 | 27.86 |
| PHYSICAL LIMIT | 43.70 | 42.67 |
| PAIN | 60.73 | 32.10 |
| SEXUAL FUNC | 56.49 | 35.43 |
| SOCIAL | 66.62 | 35.14 |
| DISTRESS | 64.66 | 33.21 |
| CHANGE | 45.00 | 26.41 |
| SEX SATISF | 70.00 | 29.91 |
Fig 2Scatterplot graphic of vascular density and age in control group and MS group.
Mean and standard deviation of vascular density.
Average of the vascular density of the four macular quadrants. Best-corrected visual acuity and contrast sensitivity in each group, and significance.
| CONTROLS | MS | P | ||
|---|---|---|---|---|
| Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | P / (without outliers) | ||
| BCVA | 0.05 ± 0.07 | 0.04 ± 0.08 | 0.447 | |
| Contrast sensitivity | 1.86 ± 0.13 | 1.75 ± 0.15 | 0.008* | |
| Vascular density (%) | Central macula | 21.89 ± 4.80 / 21.78 ± 3.99 | 21.45 ± 4.51 / 21.47 ± 4.51 | 0.322 / 0.394 |
| Nasal macula | 48.21 ± 5.52 / 47.20 ± 3.13 | 46.50 ± 2.56 / 46.51 ± 2.57 | 0.029* / 0.104 | |
| Inferior macula | 51.19 ± 5.8 / 49.84 ± 2.99 | 49.50 ± 3.50 / 49.53 ± 3.52 | 0.040* / 0.262 | |
| Temporal macula | 48.24 ± 4.21 / 47.73 ± 3.21 | 47.26 ± 2.46 / 47.24 ± 2.45 | 0.158 / 0.292 | |
| Superior macula | 51.53 ± 5.43 / 50.32 ± 3.17 | 49.51 ± 3.04 / 49.53 ± 3.05 | 0.005* / 0.047 * | |
| Average | 49.79 ± 4.72 | 48.21 ± 2.09 | 0.011* | |
| Central disc | 23.29 ± 12.80 / 23.32 ± 12.73 | 22.59 ± 11.61 / 22.58 ± 11.65 | 0.606 / 0.575 | |
| Nasal disc | 57.98 ± 5.66 / 58.13 ± 5.46 | 57.28 ± 5.34 / 57.29 ± 5.35 | 0.173 / 0.136 | |
| Inferior disc | 65.86 ± 6.27 / 65.97 ± 6.09 | 65.62 ± 7.83 / 65.65 ± 7.84 | 0.870 / 0.851 | |
| Temporal disc | 55.18 ± 6.59 / 55.49 ± 5.15 | 55.57 ± 3.82 / 55.60 ± 3.79 | 0.964 / 0.992 | |
| Superior disc | 64.23 ± 5.73 / 64.47 ± 5.41 | 64.21 ± 4.3 / 64.23 ± 4.32 | 0.379 / 0.342 | |
Abbreviations: MS, multiple sclerosis; Std., standard; BCVA, best-corrected visual acuity. Asterisk marks significance based on Mann-Whitney test.
Fig 3Graphic of percentage of superficial plexus macular in both groups.
Mean and standard deviation of vascular density.
BCVA and contrast sensitivity in each group and significance in patients diagnosed with the disease less than 5 years earlier and in patients diagnosed with the disease more than 5 years earlier. Average of the vascular density of the four macular quadrants.
| CONTROL | MS ≤ 5 years | MS > 5years | P | ||
|---|---|---|---|---|---|
| Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | P / (without outliers) | ||
| N | 145 | 44 | 48 | ||
| BCVA | 0.05 ± 0.07 | 0.02 ± 0.05 | 0.06 ± 0.11 | 0.075 | |
| Contrast sensitivity | 1.86 ± 0.13 | 1.75 ± 0.15 | 1.75 ± 0.15 | 0.029* | |
| Vascular density (%) | Central macula | 21.89 ± 4.80 / 21.78 ± 3.99 | 22.35 ± 4.56 / 22.36 ± 4.58 | 20.62 ± 4.34 / 20.65 ± 4.32 | 0.165 / 0.125 |
| Nasal macula | 48.21 ± 5.52 / 47.20 ± 3.13 | 46.91 ± 2.59 / 46.95 ± 2.60 | 46.14 ± 2.50 / 46.10 ± 2.50 | 0.017* / 0.084 | |
| Inferior macula | 51.19 ± 5.8 / 49.84 ± 2.99 | 50.15 ± 3.65 / 50.16 ± 3.70 | 48.90 ± 3.27 / 48.96 ± 3.27 | 0.022* / 0.155 | |
| Temporal macula | 48.24 ± 4.21 / 47.73 ± 3.21 | 47.72 ± 2.44 / 47.68 ± 2.43 | 46.83 ± 2.42 / 46.83 ± 2.42 | 0.065 / 0.177 | |
| Superior macula | 51.53 ± 5.43 / 50.32 ± 3.17 | 50.18 ± 2.69 / 50.20 ± 2.69 | 48.89 ± 3.24 / 48.92 ± 3.25 | 0.002* / 0.025* | |
| Average | 49.79 ± 4.72 | 48.74 ± 3.21 | 47.69 ± 3.52 | 0.014* | |
| Central disc | 23.29 ± 12.80 / 23.32 ± 12.73 | 23.47 ± 12.16 / 23.50 ± 12.21 | 21.68 ± 11.06 / 21.62 ± 11.11 | 0.735 / 0.708 | |
| Nasal disc | 57.98 ± 5.66 / 58.13 ± 5.46 | 57.57 ± 4.86 / 57.61 ± 4.86 | 56.97 ± 5.85 / 56.95 ± 5.86 | 0.577 / 0.448 | |
| Inferior disc | 65.86 ± 6.27 / 65.97 ± 6.09 | 66.96 ± 5.27 / 66.98 ± 5.25 | 64.22 ± 9.70 / 64.26 ± 9.72 | 0.175 / 0.168 | |
| Temporal disc | 55.18 ± 6.59 / 55.49 ± 5.15 | 56.49 ± 3.68 / 56.57 ± 3.64 | 54.61 ± 3.78 / 54.60 ± 3.73 | 0.277 / 0.146 | |
| Superior disc | 64.23 ± 5.73 / 64.47 ± 5.41 | 64.69 ± 4.31 / 64.70 ± 4.40 | 63.71 ± 4.28 / 63.74 ± 4.24 | 0.687 / 0.636 | |
Abbreviations: MS, multiple sclerosis; Std., standard; BCVA, best-corrected visual acuity. Asterisk marks significance based on ANOVA and posterior post hoc Games-Howell test.
Mean and standard deviation of vascular density.
Average of the vascular density of the four macular quadrants. Best-corrected visual acuity and contrast sensitivity in MS group with past optic neuritis (MS+ON) and MS group without optic neuritis (MS-ON).
| CONTROL | MS-ON | MS+ON | P | ||
|---|---|---|---|---|---|
| Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | P / (without outliers) | ||
| N | 151 | 72 | 20 | ||
| BCVA | 0.05 ± 0.07 | 002 ± 0.06 | 0.07 ± 0.12 | 0.177 | |
| Contrast sensitivity | 1.83 ± 0.14 | 1.78 ± 0.15 | 1.68 ± 0.11 | 0.016* | |
| Vascular density (%) | Central macula | 21.89 ± 4.80 / 21.78 ± 3.99 | 21.60 ± 4.81 / 21.62 ± 4.82 | 20.80 ± 3.62 / 20.80 ± 3.59 | 0.683 / 0.697 |
| Nasal macula | 48.21 ± 5.52 / 47.20 ± 3.13 | 46.65 ± 2.45 / 46.66 ± 2.46 | 46.15 ± 1.95 / 46.13 ± 1.92 | 0.046* / 0.305 | |
| Inferior macula | 51.19 ± 5.8 / 49.84 ± 2.99 | 49.74 ± 3.74 / 49.79 ± 3.76 | 48.56 ± 2.77 / 48.53 ± 2.75 | 0.053 / 0.336 | |
| Temporal macula | 48.24 ± 4.21 / 47.73 ± 3.21 | 47.32 ± 2.57 / 47.31 ± 2.56 | 47.00 ± 2.20 / 46.93 ± 2.22 | 0.147 / 0.464 | |
| Superior macula | 51.53 ± 5.43 / 50.32 ± 3.17 | 49.73 ± 3.01 / 49.75 ± 3.04 | 48.78 ± 3.37 / 48.87 ± 3.27 | 0.012* / 0.193 | |
| Average | 49.79 ± 4.72 | 48.39 ± 2.15 | 47.61 ±2.06 | 0.021* | |
| Central disc | 23.29 ± 12.80 / 23.32 ± 12.73 | 21.05 ± 10.87 / 21.03 ± 10.95 | 22.32 ± 10.46 / 22.33 ± 10.35 | 0.281 / 0.265 | |
| Nasal disc | 57.98 ± 5.66 / 58.13 ± 5.46 | 58.10 ± 5.06 / 58.12 ± 5.06 | 55.60 ± 5.67 / 55.53 ± 5.63 | 0.288 / 0.233 | |
| Inferior disc | 65.86 ± 6.27 / 65.97 ± 6.09 | 65.52 ± 8.65 / 65.55 ± 8.66 | 65.13 ± 4.38 / 65.13 ± 4.32 | 0.854 / 0.809 | |
| Temporal disc | 55.18 ± 6.59 / 55.49 ± 5.15 | 56.04 ± 3.71 / 56.08 ± 3.67 | 53.81 ± 4.19 / 53.80 ± 4.13 | 0.336 / 0.228 | |
| Superior disc | 64.23 ± 5.73 / 64.47 ± 5.41 | 64.50 ± 4.28 / 64.54 ± 4.30 | 64.07 ± 3.82 / 64.07 ± 3.83 | 0.882 / 0.936 | |
Abbreviations: MS, multiple sclerosis; Std., standard; BCVA, best-corrected visual acuity; ON, optic neuritis. Asterisk marks significance based on ANOVA and posterior post hoc Games-Howell test.
Mean and standard deviation of vascular density.
Average of the vascular density of the four macular quadrants. Best-corrected visual acuity and contrast sensitivity in control subjects. MS group with EDSS of less than 3 and MS group with EDSS of more than 3.
| CONTROLS | MS EDSS < 3 | MS EDSS ≥ 3 | P | ||
|---|---|---|---|---|---|
| Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | Mean ± Std. deviation / (without outliers) | P / (without outliers) | ||
| N | 151 | 56 | 30 | -- | |
| BCVA | 0.04 ± 0.07 | 0.04 ± 0.08 | 0.05 ± 0.1 | 0.930 | |
| Contrast sensitivity | 1.84 ± 0.13 | 1.74 ± 0.16 | 1.76 ± 0.14 | 0.027* | |
| Vascular density (%) | Central macula | 21.89 ± 4.80 / 21.78 ± 3.99 | 21.36 ± 4.82 / 21.39 ± 4.84 | 21.66 ± 4.08 / 21.67 ± 4.03 | 0.791 / 0.859 |
| Nasal macula | 48.21 ± 5.52 / 47.20 ± 3.13 | 46.22 ± 2.76 / 46.23 ± 2.80 | 47.03 ± 2.14 / 47.03 ± 2.11 | 0.024* / 0.126 | |
| Inferior macula | 51.19 ± 5.8 / 49.84 ± 2.99 | 49.59 ± 3.69 / 49.63 ± 3.72 | 49.46 ± 3.46 / 49.53 ± 3.45 | 0.078 / 0.894 | |
| Temporal macula | 48.24 ± 4.21 / 47.73 ± 3.21 | 47.21 ± 2.31 / 47.21 ± 2.33 | 47.43 ± 2.72 / 47.40 ± 2.70 | 0.185 / 0.575 | |
| Superior macula | 51.53 ± 5.43 / 50.32 ± 3.17 | 49.29 ± 3.08 / 49.39 ± 3.07 | 49.76 ± 3.16 / 49.67 ± 3.21 | 0.006* / 0.148 | |
| Average | 49.79 ± 4.72 | 48.08 ± 3.44 | 48.42 ± 3.09 | 0.057 | |
| Central disc | 23.29 ± 12.80 / 23.32 ± 12.73 | 22.19 ± 11.96 / 22.20 ± 11.95 | 24.47 ± 11.89 / 24.42 ± 12.07 | 0.744 / 0.752 | |
| Nasal disc | 57.98 ± 5.66 / 58.13 ± 5.46 | 57.67 ± 5.25 / 57.68 ± 5.21 | 55.19 ± 4.94 / 55.25 ± 5.09 | 0.053 / 0.038* | |
| Inferior disc | 65.86 ± 6.27 / 65.97 ± 6.09 | 66.48 ± 5.18 / 66.48 ± 5.18 | 62.72 ± 12.15 / 62.79 ± 12.16 | 0.064 / 0.061 | |
| Temporal disc | 55.18 ± 6.59 / 55.49 ± 5.15 | 55.08 ± 4.11 / 55.11 ± 4.06 | 56.28 ± 3.30 / 56.33 ± 3.31 | 0.674 / 0.559 | |
| Superior disc | 64.23 ± 5.73 / 64.47 ± 5.41 | 64.62 ± 4.37 / 64.64 ± 4.41 | 63.36 ± 4.45 / 63.37 ± 4.31 | 0.617 / 0.569 | |
Abbreviations: MS, multiple sclerosis; Std., standard. Asterisk marks significance based on ANOVA and posterior post hoc Games-Howell test.
Spearman’s correlation between MSQoL-54 values and EDSS.
| Spearman’s correlation | EDSS | Macular | Disc | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Central | Nasal | Inferior | Temporal | Superior | Central | Nasal | Inferior | Temporal | Superior | ||
| -0.478* | 0.450* | -0.204 | -0.235 | -0.044 | -0.090 | -0.162 | -0.326 | -0.110 | -0.068 | -0.095 | |
| DISTRESS | -0.216 | 0.015 | -0.066 | -0.132 | -0.239 | -0.224 | -0.079 | 0.273 | 0.257 | -0.026 | 0.223 |
| OVERALL | -0.129 | 0.023 | 0.115 | -0.002 | -0.038 | -0.254 | -0.119 | 0.203 | 0.503* | 0.086 | 0.343 |
| EMOTIONAL | -0.138 | -0.06 | 0.053 | -0.038 | -0.181 | -0.294 | 0.036 | 0.083 | 0.202 | -0.013 | 0.080 |
| MENTAL LIMIT | -0.141 | 0.367 | 0.063 | 0.106 | -0.274 | -0.086 | 0.040 | -0.019 | 0.234 | 0.307 | -0.022 |
| COGNITIVE | -0.227 | -0.289 | 0.122 | 0.010 | 0.049 | -0.219 | -0.062 | 0.277 | 0.216 | -0.040 | 0.109 |
| -0.623** | 0.352 | -0.296 | -0.337 | -0.038 | -0.208 | -0.081 | -0.313 | -0.126 | -0.223 | 0.114 | |
| PHYSICAL | -0.321 | -0.011 | -0.374 | -0.229 | -0.335 | -0.336 | 0.122 | 0.051 | 0.062 | -0.154 | 0.223 |
| HEALTH PERCEP | -0.157 | -0.199 | -0.172 | -0.219 | -0.174 | -0.267 | -0.063 | -0.006 | 0.123 | -0.100 | 0.180 |
| ENERGY | -0.253 | -0.053 | -0.016 | -0.168 | -0.357 | -0.386 | 0.097 | 0.131 | 0.101 | -0.100 | 0.0132 |
| PHYSICAL LIMIT | -0.467* | 0.087 | 0.009 | -0.126 | -0.094 | -0.359 | 0.307 | 0.213 | 0.240 | -0.106 | 0.269 |
| PAIN | -0.040 | -0.118 | -0.110 | -0.002 | -0.132 | -0.143 | 0.097 | -0.057 | 0.144 | 0.134 | 0.087 |
| SEXUAL FUNC | -0.159 | 0.107 | 0.107 | 0.156 | -0.053 | -0.159 | 0.030 | 0.311 | 0.402 | 0.241 | 0.125 |
| SOCIAL | -0.161 | -0.033 | 0.063 | -0.026 | -0.173 | -0.286 | -0.017 | 0.044 | 0.292 | 0.099 | 0.291 |
| DISTRESS | -0.216 | 0.015 | -0.066 | -0.132 | -0.239 | -0.224 | -0.079 | 0.273 | 0.257 | -0.026 | 0.223 |
| -0.455* | 0.351 | 0.031 | -0.116 | -0.0147 | -0.204 | -0.203 | 0.115 | 0.184 | -0.084 | -0.101 | |
| -0.157 | 0.314 | -0.132 | 0.008 | 0.150 | 0.148 | -0.091 | 0.065 | 0.364 | 0.228 | 0.178 | |
Asterisk marks significance based on Bonferroni correction for multiple comparisons.
Spearman correlation between vascular density, OCTA values and EDSS.
| EDSS Spearman’s Correlation | |
|---|---|
| Macular (C) | -0.006 |
| Macular (N) | 0.194 |
| Macular (I) | 0.033 |
| Macular (T) | 0.032 |
| Macular (S) | 0.072 |
| Disc (C) | 0.184 |
| Disc (N) | -0.271* |
| Disc (I) | -0.211 |
| Disc (T) | 0.074 |
| Disc (S) | -0.093 |
Asterisk marks significance based on Bonferroni correction for multiple comparisons.