| Literature DB >> 35922463 |
Mihai Bostan1,2, Jacqueline Chua3,4,5, Yin Ci Sim3,5, Bingyao Tan3,5,6, Inna Bujor1, Damon Wong3,5,6, Gerhard Garhöfer7, Cristina Tiu1,8, Leopold Schmetterer9,10,11,12,13,14,15, Alina Popa-Cherecheanu16,17.
Abstract
Retinal imaging has been proposed as a biomarker for neurological diseases such as multiple sclerosis (MS). Recently, a technique for non-invasive assessment of the retinal microvasculature called optical coherence tomography angiography (OCTA) was introduced. We investigated retinal microvasculature alterations in participants with relapsing-remitting MS (RRMS) without history of optic neuritis (ON) and compared them to a healthy control group. The study was performed in a prospective, case-control design, including 58 participants (n = 100 eyes) with RRMS without ON and 78 age- and sex-matched control participants (n = 136 eyes). OCTA images of the superficial capillary plexus (SCP), deep capillary plexus (DCP) and choriocapillaris (CC) were obtained using a commercial OCTA system (Zeiss Cirrus HD-5000 Spectral-Domain OCT with AngioPlex OCTA, Carl Zeiss Meditec, Dublin, CA). The outcome variables were perfusion density (PD) and foveal avascular zone (FAZ) features (area and circularity) in both the SCP and DCP, and flow deficit in the CC. MS group had on average higher intraocular pressure (IOP) than controls (P < 0.001). After adjusting for confounders, MS participants showed significantly increased PD in SCP (P = 0.003) and decreased PD in DCP (P < 0.001) as compared to controls. A significant difference was still noted when large vessels (LV) in the SCP were removed from the PD calculation (P = 0.004). Deep FAZ was significantly larger (P = 0.005) and less circular (P < 0.001) in the eyes of MS participants compared to the control ones. Neither LV, PD or FAZ features in the SCP, nor flow deficits in the CC showed any statistically significant differences between the MS group and control group (P > 0.186). Our study indicates that there are microvascular changes in the macular parafoveal retina of RRMS patients without ON, showing increased PD in SCP and decreased PD in DCP. Further studies with a larger cohort of MS patients and MRI correlations are necessary to validate retinal microvascular changes as imaging biomarkers for diagnosis and screening of MS.Entities:
Mesh:
Year: 2022 PMID: 35922463 PMCID: PMC9349324 DOI: 10.1038/s41598-022-17344-3
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1The framework of optical coherence tomography angiography (OCTA) image post-processing. (A–C) Raw OCTA images extracted from the OCTA machine. (D) Large vessels (LV) segmented and binarized from the superficial capillary plexus. (E,F) Foveal avascular zones (FAZ) manually delineated from the superficial and deep capillary plexuses. (G) Choriocapillaris flow voids binarized from the OCTA image. Large vessel artefacts were masked before binarization. (H,I) Vessels binarized from the superficial and deep capillary plexuses. FAZ regions were masked from the binarized images. (J) A magnification-corrected fovea-centered annulus mask with inner diameter of 1.0 mm and outer diameter of 2.5 mm. (K) Binarized choriocapillaris flow voids overlaid with annulus mask to perform regional quantification of flow deficit. (L–O) Binarized vascular images overlaid with annulus mask to perform regional quantification of perfusion density (PD).
Characteristics of participants by disease status.
| Characteristics | Control | MS | |
|---|---|---|---|
| Age | 39 ± 11 | 41 ± 11 | 0.164 |
| Gender, male / female | 28 (36%) / 50 (64%) | 19 (33%) / 39 (67%) | 0.703 |
| Spherical equivalent, D | − 0.09 ± 1.74 | + 0.19 ± 1.16 | 0.495 |
| Axial length, mm | 23.3 ± 0.1 | 23.2 ± 0.1 | 0.912 |
| IOP, mmHg | 15.4 ± 2.5 | 17.3 ± 2.8 | |
| Visual acuity, logMAR value (Snellen) | 0.01 ± 0.06 (6/6–1) | 0.01 ± 0.02 (6/6–1) | 0.536 |
| Visual field mean deviation (dB) | − 2.1 ± 2.5 | – | – |
| Signal strength of OCT scans, out of 10 | 8.5 ± 1.0 | 8.8 ± 0.9 | |
| Signal strength of OCTA scans, out of 10 | 9.5 ± 0.9 | 9.5 ± 0.9 | 0.920 |
Data presented are mean (SD) or number (%), as appropriate.
IOP intraocular pressure, OCT optical coherence tomography, OCTA optical coherence tomography angiography.
Significant values are in bold.
*P value was obtained with Kruskal–Wallis test for non-normally distributed continuous variables, independent t-test for normally distributed continuous variables, and chi-square or Fisher’s exact tests for categorical variables.
Univariate analysis of optical coherence tomography angiography parameters with MS.
| OCTA metrics | Control | MS | |
|---|---|---|---|
| Mean ± SE | Mean ± SE | ||
| Peripapillary retinal nerve fiber layer thickness (μm) | 95.3 ± 1.0 | 86.7 ± 1.6 | |
| SCP | 41.9 ± 0.3 | 43.0 ± 0.3 | |
| SCP w/o LV | 28.7 ± 0.3 | 29.7 ± 0.3 | |
| LV | 6.7 ± 0.1 | 6.6 ± 0.1 | 0.185 |
| DCP | 41.6 ± 0.4 | 39.1 ± 0.6 | |
| Area (mm2) | 0.25 ± 0.01 | 0.25 ± 0.01 | 0.857 |
| Circularity | 1.12 ± 0.01 | 1.17 ± 0.02 | |
| Area (mm2) | 1.06 ± 0.03 | 1.24 ± 0.06 | |
| Circularity | 1.17 ± 0.01 | 1.28 ± 0.02 | |
| CC | 16.4 ± 0.1 | 16.6 ± 0.2 | 0.270 |
CC choriocapillaris, DCP deep capillary plexus, LV large vessels, OCTA optical coherence tomography angiography, SCP superficial capillary plexus, SE standard error.
Significant values are in bold.
Multivariate analysis of optical coherence tomography angiography parameters with MS.
| OCTA metrics | Control ( | MS ( | |
|---|---|---|---|
| Mean ± SE | Mean ± SE | ||
| Peripapillary retinal nerve fiber layer thickness (μm) | 95.4 ± 1.0 | 86.6 ± 1.6 | |
| SCP | 41.9 ± 0.3 | 43.1 ± 0.3 | |
| SCP w/o LV | 28.7 ± 0.3 | 29.8 ± 0.3 | |
| LV | 6.70 ± 0.07 | 6.55 ± 0.08 | 0.186 |
| DCP | 41.5 ± 0.3 | 39.2 ± 0.6 | |
| Area (mm2) | 0.25 ± 0.01 | 0.25 ± 0.01 | 0.901 |
| Circularity | 1.12 ± 0.01 | 1.16 ± 0.02 | 0.071 |
| Area (mm2) | 1.06 ± 0.03 | 1.23 ± 0.05 | |
| Circularity | 1.18 ± 0.01 | 1.27 ± 0.02 | |
| Choriocapillaris | 16.4 ± 0.1 | 16.6 ± 0.2 | 0.215 |
DCP deep capillary plexus, LV large vessels, OCTA optical coherence tomography angiography, SCP superficial capillary plexus, SE standard error.
Significant values are in bold.
*Adjusted for age, gender, hypertension, signal strength of OCT or OCTA scans, and intraocular pressure.
Figure 2Distribution of (A) superficial perfusion density, (B) deep perfusion density, (C) superficial foveal avascular zone (FAZ) area, (D) deep FAZ area, (E) superficial FAZ circularity, and (F) deep FAZ circularity, stratified by participants with MS and controls. Data and P values shown are after adjustment for age, gender, hypertension, signal strength of optical coherence tomography angiography (OCTA) scans, and intraocular pressure. The asterisk symbol (*) indicates a statistical significance of P < 0.05 when compared to the controls.
Figure 3(A) Optical coherence tomography angiography (OCTA) images of the superficial capillary plexus (SCP; A,B) and deep capillary plexus (DCP; C,D) extracted from the OCTA machine. (E–H) Perfusion density (PD) maps of the macular annulus region, showing retinal vasculature in controls (E,G) and MS participants (F,H). MS participants showed increased PD in the SCP and decreased PD in the DCP compared to controls. (I-L) Foveal avascular zones (FAZ) delineated from the SCP and DCP, showing FAZ features in controls (I,K) and MS participants (J,L). MS participants showed larger and less circular FAZ than controls only in the DCP, and not in the SCP. (B) Optical coherence tomography angiography (OCTA) images of the superficial capillary plexus (SCP; A,B) and deep capillary plexus (DCP; C,D) extracted from the OCTA machine. (E,H) Perfusion density (PD) maps of the macular annulus region, showing retinal vasculature in controls (E,G) and MS participants (F,H). MS participants showed increased PD in the SCP and decreased PD in the DCP compared to controls. (I–L) Foveal avascular zones (FAZ) delineated from the SCP and DCP, showing FAZ features in controls (I,K) and MS participants (J,L). MS participants showed larger and less circular FAZ than controls only in the DCP, and not in the SCP.
Univariate analysis of optical coherence tomography angiography parameters with duration of MS.
| OCTA metrics | β | 95% CI | |
|---|---|---|---|
| SCP | − 0.02 | − 0.09 to 0.05 | 0.559 |
| SCP w/o LV | − 0.03 | − 0.13 to 0.07 | 0.558 |
| LV | 0.01 | − 0.03 to 0.05 | 0.641 |
| DCP | − 0.13 | − 0.30 to 0.03 | 0.113 |
| Area (mm2) | − 0.01 | − 0.01 to 0.01 | 0.758 |
| Circularity | 0.01 | − 0.01 to 0.01 | 0.693 |
| Area (mm2) | 0.01 | − 0.01 to 0.02 | 0.316 |
| Circularity | 0.01 | − 0.01 to 0.01 | 0.288 |
| Choriocapillaris | − 0.01 | − 0.05 to 0.03 | 0.796 |
CI confidence interval, DCP deep capillary plexus, LV large vessels, OCTA optical coherence tomography angiography, SCP superficial capillary plexus.
Univariate analysis of optical coherence tomography angiography parameters with number of MS episodes.
| OCTA metrics | β | 95% CI | |
|---|---|---|---|
| SCP | 0.04 | − 0.06 to 0.14 | 0.449 |
| SCP w/o LV | 0.05 | − 0.05 to 0.15 | 0.304 |
| LV | − 0.01 | − 0.03 to 0.02 | 0.760 |
| DCP | 0.02 | − 0.10 to 0.15 | 0.743 |
| Area (mm2) | 0.01 | − 0.01 to 0.01 | 0.717 |
| Circularity | − 0.01 | − 0.01 to 0.01 | 0.663 |
| Area (mm2) | 0.01 | − 0.01 to 0.01 | 0.964 |
| Circularity | − 0.01 | − 0.01 to 0.01 | 0.390 |
| Choriocapillaris | − 0.01 | − 0.05 to 0.03 | 0.717 |
CI confidence interval, DCP deep capillary plexus, LV large vessels, OCTA optical coherence tomography angiography, SCP superficial capillary plexus.