| Literature DB >> 26868048 |
Rupesh Agrawal1,2, Preeti Gupta1,3, Kara-Anne Tan3, Chui Ming Gemmy Cheung1,3,4, Tien-Yin Wong1,3,4, Ching-Yu Cheng1,3,4.
Abstract
The vascularity of the choroid has been implicated in the pathogenesis of various eye diseases. To date, no established quantifiable parameters to estimate vascular status of the choroid exists. Choroidal vascularity index (CVI) may potentially be used to assess vascular status of the choroid. We aimed to establish normative database for CVI and identify factors associated with CVI in healthy eyes. In this population-based study on 345 healthy eyes, choroidal enhanced depth imaging optical coherence tomography scans were segmented by modified image binarization technique. Total subfoveal choroidal area (TCA) was segmented into luminal (LA) and stromal (SA) area. CVI was calculated as the proportion of LA to TCA. Linear regression was used to identify ocular and systemic factors associated with CVI and subfoveal choroidal thickness (SFCT). Subfoveal CVI ranged from 60.07 to 71.27% with a mean value of 65.61 ± 2.33%. CVI was less variable than SFCT (coefficient of variation for CVI was 3.55 vs 40.30 for SFCT). Higher CVI was associated with thicker SFCT, but not associated with most physiological variables. CVI was elucidated as a significant determinant of SFCT. While SFCT was affected by many factors, CVI remained unaffected suggesting CVI to be a more robust marker of choroidal diseases.Entities:
Mesh:
Year: 2016 PMID: 26868048 PMCID: PMC4751574 DOI: 10.1038/srep21090
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Image binarization for choroid with normal choroidal thickness.
(A) Original SD OCT image. (B) 1.5 mm segmentation block of the subfoveal choroidal area. (C) Segmented OCT image using modified image binarization approach. (D) Overlay of region of interest created after image binarization was performed on the SD OCT image.
Demographics, clinical and choroidal characteristics of study subjects (n = 345).
| Characteristics | Mean ± SD | Range |
|---|---|---|
| Age, yrs | 61.53 ± 8.77 | 47.19 to 86.72 |
| Gender, male (%) | 155 (44.9%) | |
| Axial length, mm | 23.58 ± 0.96 | 21.60 to 27.89 |
| IOP, mm Hg | 14.41 ± 2.84 | 6 to 20 |
| Ocular perfusion pressure, mmHg | 55.68 ± 8.39 | 37.44 to 96.11 |
| Systolic blood pressure, mmHg | 139.21 ± 20.63 | 95 to 226.50 |
| Diastolic blood pressure mmHg | 77.27 ± 10.85 | 54.50 to 133 |
| Body mass index, kg/m2 | 26.75± 5.13 | 12.15 to 52.95 |
| Serum glucose, mmol/L | 6.98 ± 3.35 | 2.8 to 22.9 |
| HbA1c, % | 6.26 ± 1.27 | 4.3 to 11.7 |
| Total cholesterol, mmol/L | 5.43 ± 1.26 | 2.49 to 10.40 |
| Triglycerides, mmol/L | 1.95 ± 1.38 | 0.42 to 14.95 |
| Blood creatinine, mmol/L | 78.92 ± 33.11 | 30 to 412 |
| Current smoking, % | 68 (19.8%) | |
| Alcohol consumption, % | 5 (1.5%) | |
| Choroidal Parameters | ||
| TCA, mm2 | 0.74 ± 0.21 | 0.198 to 1.237 |
| LA, mm2 | 0.49 ± 0.15 | 0.122 to 0.817 |
| SA, mm2 | 0.25 ± 0.06 | 0.076 to 0.441 |
| CVI (LA/TCA) | 65.61 ± 2.33 | 60.07 to 71.27 |
| LA/SA | 1.92 ± 0.20 | 1.50, 2.48 |
| SFCT, μm | 241.34 ± 97.11 | 40.24, 519.48 |
Data presented are means ± standard deviations, except for gender, HbA1c , current smoking and alcohol consumption which are number (%).
TCA, total sub-foveal choroidal area; LA, luminal area; SA, stromal area; CVI, choroidal vascularity index; LA/SA, luminal area/ stromal area; SFCT, sub-foveal choroidal thickness.
Figure 2Distribution of subfoveal choroidal thickness (A) and choroidal vascularity index (B) across the population.
Intra- and inter-grader reliability assessment of choroidal parameters in 35 subjects.
| Intra Rater | Intra Rater | |||
|---|---|---|---|---|
| ICC (95% CI) | Mean difference (95% LOA) | ICC (95% CI) | Mean difference (95% LOA) | |
| TCA | 0.99 (0.97 to 0.99) | −0.01 (−0.16 to 0.13) | 0.94 (0.90 to 0.97) | 0 (−0.06 to 0.07) |
| LA | 0.96 (0.91 to 0.98) | −0.01 (−0.11 to 0.09) | 0.94 (0.89 to 0.97) | 0.01 (−0.07 to 0.10) |
TCA, total sub-foveal choroidal area; LA, luminal area; ICC, intraclass correlation coefficient; CI, confidence interval; LOA, limits of agreement.
Figure 3Bland Altman plots of total choroidal area and luminal area.
(A) and (B) shows intra- and inter- rater reliability for total choroidal area respectively. (C) and (D) shows intra- and inter- rater reliability for luminal area respectively. For intra-rater reliability, the difference was calculated by the 1st measurement minus the 2nd measurement. Pink dashed line represents regression line of difference between 1st and 2nd measurements. For inter-rater reliability, the difference was calculated by the grader 1 measurement minus the grader 2 measurement. Pink dashed line represents regression line of difference between the two graders measurements.
Linear regression analyses of ocular and systemic factors associated with sub-foveal choroidal thickness.
| Univariate | Multivariate* | |||||
|---|---|---|---|---|---|---|
| Unstandardized β | Standardized β | P-value | Unstandardized β | Standardized β | P-value | |
| Ocular factors | ||||||
| Axial length, mm | −15.348 | −0.155 | 0.005 | −10.508 | −0.105 | 0.002 |
| IOP, mmHg | 3.160 | 0.092 | 0.087 | 3.619 | 0.105 | 0.002 |
| OPP, mm Hg | −0.354 | -0.031 | 0.572 | – | – | – |
| LA, mm2 | 523.214 | 0.814 | <0.001 | 459.729 | 0.714 | <0.001 |
| SA, mm2 | 1132.841 | 0.787 | <0.001 | 68.271 | 0.047 | 0.669 |
| Systemic factors | ||||||
| Age, yrs | −3.986 | −0.360 | <0.001 | −0.856 | −0.077 | 0.041 |
| Gender, female | −22.274 | −0.114 | 0.034 | −13.171 | −0.068 | 0.068 |
| Body mass index, kg/m2 | −1.173 | −0.062 | 0.252 | – | – | – |
| Systolic blood pressure, mmHg | −0.499 | −0106 | 0.050 | −0.328 | −0.071 | 0.043 |
| Diastolic blood pressure mmHg | 0.749 | 0.084 | 0.122 | – | – | – |
| Serum glucose, mmol/L | 0.102 | 0.004 | 0.949 | − | − | − |
| HbA1c, % | 5.913 | 0.077 | 0.157 | − | − | − |
| Total cholesterol, mmol/L | 8.092 | 0.106 | 0.052 | −0.525 | −0.007 | 0.836 |
| Triglycerides, mmol/L | 3.456 | 0.049 | 0.366 | – | – | – |
| Blood creatinine, mmol/L | -0.050 | -0.017 | 0.754 | – | – | – |
| Current smoking, (yes vs no) | 28.392 | 0.116 | 0.031 | −11.737 | −0.049 | 0.187 |
| Alcohol consumption, (yes vs no) | −19.833 | 0.024 | 0.651 | – | – | – |
*Adjusted for variables with a p-value < 0.10 in the univariate analysis. β, regression coefficient.
Linear regression analyses of ocular and systemic factors associated with choroidal vascularity index.
| Univariate | Multivariate* | |||||
|---|---|---|---|---|---|---|
| Unstandardized β | Standardized β | P-value | Unstandardized β | Standardized β | P-value | |
| Ocular factors | ||||||
| Axial length, mm | −0.274 | −0.113 | 0.039 | −0.106 | −0.004 | 0.375 |
| IOP, mmHg | −0.014 | −0.018 | 0.745 | – | – | – |
| OPP, mmHg | 0.022 | 0.080 | 0.136 | – | – | – |
| SFCT, μm | 0.012 | 0.519 | <0.001 | 0.012 | 0.484 | <0.001 |
| Systemic factors | ||||||
| Age, yrs | −0.057 | −0.215 | <0.001 | −0.001 | −0.003 | 0.950 |
| Gender, female | −0.706 | −0.151 | 0.005 | −0.183 | −0.039 | 0.482 |
| Body mass index, kg/m2 | −0.026 | −0.058 | 0.283 | – | – | – |
| Systolic blood pressure, mmHg | −0.001 | −0.012 | 0.818 | – | – | – |
| Diastolic blood pressure mmHg | 0.031 | 0.145 | 0.007 | 0.019 | 0.089 | 0.072 |
| Serum glucose, mmol/L | 0.025 | 0.036 | 0.511 | – | – | – |
| HbA1c, % | 0.034 | 0.018 | 0.736 | – | – | – |
| Total cholesterol, mmol/L | 0.115 | 0.062 | 0.256 | – | – | – |
| Triglycerides, mmol/L | 0.130 | 0.077 | 0.158 | – | – | – |
| Blood creatinine, mmol/L | 0.003 | 0.035 | 0.516 | – | – | – |
| Current smoking, (yes vs no) | 1.098 | 0.187 | <0.001 | 0.535 | 0.092 | 0.088 |
| Alcohol consumption, (yes vs no) | 1.004 | 0.051 | 0.341 | – | – | – |
*Adjusted for variables with a p-value < 0.10 in the univariate analysis.
β, regression coefficient.
Image binarization protocol in Sonoda et al. vs current study.
| Sonoda | Sonoda | Current study | |
|---|---|---|---|
| Study sample size | 15 eyes of 15 subjects | 180 eyes of 180 subjects | 345 eyes of 345 subjects |
| Choroidal area measured | 1.5 mm | 7.5 mm | 1.5 mm |
| Location of measurement | Centered on fovea, 1500 um | Entire raster scan, 7500 um | Centered on fovea (1500 um) due to the segmental nature of choroidal blood supply as described by Hayreh |
| Pre-selection of vessels | 3 choroidal vessels with lumens >100 mm were randomly selected and the average reflectivity of these areas was determined by the software | Used autolocal threshold techniques to allow binarization of smaller choroidal vessels or choriocapillaris. | |
| Brightness adjustment | Average brightness was set as the minimum value | Brightness was not adjusted as it would reduce the contrast between luminal and stromal areas and possibly affect the autolocal threshold. | |
| Order of binarization | Region of interest selected prior to image binarization | To get a clear view of the choroid-scleral interface, image binarization was performed prior to area selection. | |
| Image segmentation time | ~5 minutes per image | ~1 minute per image | |