| Literature DB >> 29494697 |
Laura Dell'Arti1,2, Giulio Barteselli3, Lorenzo Riva2, Elisa Carini2, Giovanna Graziadei4, Eleonora Benatti2, Alessandro Invernizzi5, Maria D Cappellini1,4, Francesco Viola1,2.
Abstract
PURPOSE: To identify systemic risk factors for sickle cell maculopathy, and to analyze the microstructure of the macula of Sickle Cell Disease (SCD) patients by using automated segmentation of individual retinal layers.Entities:
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Year: 2018 PMID: 29494697 PMCID: PMC5832302 DOI: 10.1371/journal.pone.0193582
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Optical coherence tomography imaging protocol and analysis, for both foveal-centered and temporally centered scans.
(Left column) Color-coded retinal thickness maps were generated by the built-in software of the device, which then automatically applied the ETDRS grid after scanning eyes using 31 high-resolution B-scans. The nasal quadrant and the central ring of the temporally-centered scan were systematically not measured because overlapping with the temporal quadrant of the foveal-centered scan. (Right column) The segmentation software of the SD-OCT device automatically detected each retinal layer, including retinal nerve fiber layer, ganglion cell layer, inner plexiform layer, inner nuclear layer, outer plexiform layer, outer nuclear layer, photoreceptor layer, and retinal pigment epithelium. Segmentation of the choroid was performed manually.
Fig 2Example of sickle cell maculopathy.
(First and third rows) Patchy areas of markedly reduced retinal thickness are visible as blue areas on retinal thickness maps. (Second and fourth row) Automatic segmentation of the B-scans passing through thinned areas demonstrates thinning of multiple individual retinal layers (white arrows).
Baseline characteristics of the sickle cells disease population of this study.
| Mean ± SD | 38.7 ± 9.89 | |
| Min | 22 | |
| Max | 70 | |
| Females | 18 (60%) | |
| Males | 12 (40%) | |
| HbSS | 9 (30%) | |
| HbS/β0 | 17 (56.5%) | |
| HbSC | 4 (13.5%) | |
| Caucasian | 18 | |
| African-American | 7 | |
| Hispanic | 5 | |
SD, standard deviation; SCD, sickle cell disease
Univariate analysis for sickle cell maculopathy.
| Factors | Sickle maculopathy present | Sickle maculopathy absent | p value |
|---|---|---|---|
| Gender (female) | 62% | 24% | 0.0610 |
| Age (y) | 39.8 | 38.7 | 0.7568 |
| Ethnicity (white) | 46% | 71% | 0.3891 |
| SCD type | |||
| SS | 38% | 71% | 0.2300 |
| SC | 38% | 24% | |
| Sb | 23% | 6% | |
| Transfusions (Y) | 61% | 94% | |
| Chelation (Y) | 8% | 59% | |
| Oncocarbide (N) | 77% | 41% | 0.0711 |
| Splenectomy (N) | 46% | 41% | 1.0000 |
| Ischemic events status (N) | 62% | 53% | 0.7273 |
| HbF (%) | 5.2 | 15.0 | |
| HbS (%) | 67.3 | 56.7 | 0.1321 |
| Reticulocytes (%) | 0.225 | 0.245 | 0.6652 |
| Leucocytes (%) | 7.3 | 8.8 | 0.1105 |
| Neutrophils (%) | 3.6 | 5.1 | |
| Hemoglobin (g/dL) | 9.9 | 9.6 | 0.6379 |
| Hematocrit (%) | 28.4 | 27.9 | 0.7980 |
| LDH (U/L) | 328.1 | 358.5 | 0.5492 |
| Urea (mg/dL) | 26.3 | 28.9 | 0.7319 |
| Uric acid (mg/dL) | 5.7 | 4.6 | |
| Bilirubin-tot (mg/dL) | 1.8 | 2.3 | 0.1932 |
| Bilirubin-direct (mg/dL) | 0.61 | 0.71 | 0.2612 |
| AST (U/L) | 36.7 | 42.5 | 0.6032 |
| ALT (U/L) | 26.1 | 38.4 | 0.4017 |
| Ferritin (ng/mL) | 341.9 | 1306 | |
| Transferrin saturation (%) | 25.0 | 48.0 | |
| MCV (fL/red cell) | 73.5 | 78.5 | 0.2210 |
| Platelets (GI/L) | 288.4 | 369.5 | 0.1958 |
| Creatinine (mg/dL) | 0.80 | 0.72 | 0.6041 |
SCD, sickle cell disease; LDH, lactate dehydrogenase; AST, aspartate aminotransferase; ALT, alanine aminotransferase; MCV, mean corpuscular volume
Results of the stepwise logistic regression model for sickle cell maculopathy.
| Odds Ratio Estimates | ||||
|---|---|---|---|---|
| Effect | Point Estimate | 95% Wald | Pr > ChiSq | |
| Chelation (N vs Y) | 0.058 | 0.005 | 0.062 | 0.0187 |
| HbF | 0.871 | 0.748 | 1.015 | 0.0775 |
Comparison of total retinal thickness of the macular region and of the temporal retina between sickle cell disease eyes and control subjects.
| ETDRS grid quadrant | Thickness (μm) | |||
|---|---|---|---|---|
| SCD subjects (n = 59) | Controls (n = 59) | p-value | ||
| 267.2 | 282.7 | |||
| 312.3 | 320.4 | |||
| 325.8 | 337.4 | |||
| 316.6 | 328.9 | |||
| 298.7 | 312.0 | |||
| 232.6 | 240.9 | |||
| 236.3 | 241.0 | |||
| 215.8 | 224.0 | |||
SCD, sickle cell disease.
*Thickness data from the nasal quadrant of the temporally-centered grid were not collected because of overlapping with the temporal quadrant of the fovea-centered grid
Comparison of individual retinal layer thickness of the macular region and of the temporal retina between sickle cell disease eyes and control subjects.
| ETDRS grid quadrant | Fovea-centered scan thickness (μm) | Temporally-centered scan thickness (μm) | |||||
|---|---|---|---|---|---|---|---|
| SCD subjects (n = 59) | Controls (n = 59) | p-value | SCD subjects (n = 59) | Controls (n = 59) | p-value | ||
| 34.070 | 34.671 | 0.3859 | 19.561 | 19.543 | 0.9719 | ||
| 37.256 | 36.561 | 0.2159 | n/a | n/a | n/a | ||
| 31.268 | 31.319 | 0.9366 | 18.862 | 17.888 | 0.0134 | ||
| 18.884 | 18.163 | 0.0006 | 16.126 | 16.081 | 0.8901 | ||
| 42.234 | 43.615 | 0.0316 | 22.925 | 23.997 | 0.0692 | ||
| 43.950 | 46.200 | 0.0004 | n/a | n/a | n/a | ||
| 42.570 | 45.205 | 0.0003 | 21.934 | 22.014 | 0.8759 | ||
| 39.377 | 43.387 | <0.0001 | 17.221 | 17.176 | 0.9216 | ||
| 33.984 | 35.026 | 0.0407 | 21.516 | 21.846 | 0.4734 | ||
| 35.661 | 37.161 | 0.0007 | n/a | n/a | n/a | ||
| 34.424 | 36.102 | 0.0005 | 21.858 | 22.823 | 0.0795 | ||
| 35.653 | 37.772 | 0.0009 | 21.858 | 22.823 | 0.0795 | ||
| 36.457 | 37.788 | 0.0316 | 24.375 | 26.599 | 0.0011 | ||
| 37.070 | 38.308 | 0.0452 | n/a | n/a | n/a | ||
| 36.732 | 37.427 | 0.2377 | 24.760 | 26.180 | 0.007 | ||
| 34.443 | 36.850 | 0.0004 | 21.101 | 23.235 | 0.0007 | ||
| 29.633 | 32.590 | 0.0009 | 23.260 | 22.938 | 0.4468 | ||
| 30.619 | 30.449 | 0.762 | n/a | n/a | n/a | ||
| 33.146 | 29.485 | 0.0001 | 24.486 | 23.048 | <0.0001 | ||
| 29.816 | 30.113 | 0.7028 | 21.410 | 21.401 | 0.9831 | ||
| 56.966 | 58.135 | 0.3464 | 46.056 | 51.047 | <0.0001 | ||
| 60.649 | 67.912 | <0.0001 | n/a | n/a | n/a | ||
| 57.516 | 68.829 | <0.0001 | 47.523 | 53.684 | <0.0001 | ||
| 60.316 | 66.655 | <0.0001 | 44.907 | 49.826 | <0.0001 | ||
| 79.362 | 78.659 | 0.117 | 75.271 | 74.798 | 0.2325 | ||
| 80.722 | 80.959 | 0.6303 | n/a | n/a | n/a | ||
| 80.870 | 80.573 | 0.5748 | 76.786 | 75.670 | 0.0146 | ||
| 79.885 | 79.334 | 0.2364 | 74.711 | 73.729 | 0.0094 | ||
| 15.712 | 14.034 | <0.0001 | 12.662 | 11.243 | <0.0001 | ||
| 16.0470 | 14.928 | <0.0001 | n/a | n/a | n/a | ||
| 16.402 | 14.953 | <0.0001 | 13.246 | 11.702 | <0.0001 | ||
| 15.256 | 13.553 | <0.0001 | 11.907 | 10.550 | <0.0001 | ||
SCD, sickle cell disease; NFL, retinal nerve fiber layer; GCL, ganglion cell layer; IPL, inner plexiform layer; INL, inner nuclear layer; OPL, outer plexiform layer; ONL, outer nuclear layer; PHOT, photoreceptor layer; RPE retinal pigment epithelium; n/a = not applicable (thickness data from the nasal quadrant of the temporally-centered grid were not collected because of overlapping with the temporal quadrant of the fovea-centered grid).
Fig 3Example of individual retinal layer thickness measurement in subject with sickle cell maculopathy, for both the foveal-centered (“F”) and temporally centered (“T”) scans.
Areas of severe thinning are well recognizable as blue patchy areas on retinal thickness color-coded maps (first row), and correspond to darker areas on the thickness maps for ganglion cell layer (second row), inner plexiform layer and inner nuclear layer (third row), and outer plexiform layer (fourth row). The thickness maps for photoreceptors and retinal pigment epithelium do not show any patchy thinning.
Comparison of total retinal layer thickness of the macular region and of the temporal retina between sickle cell disease eyes with and without sickle cell maculopathy.
| ETDRS grid quadrant | Thickness (μm) | |||
|---|---|---|---|---|
| Sickle maculopathy absent (n = 40) | Sickle maculopathy present (n = 19) | p-value | ||
| 266.5 | 268.0 | 0.7514 | ||
| 312.4 | 313.3 | 0.9097 | ||
| 324.6 | 327.9 | 0.4390 | ||
| 315.9 | 317.7 | 0.7285 | ||
| 299.0 | 297.5 | 0.9793 | ||
| 237.8 | 224.2 | 0.0905 | ||
| 242.2 | 226.4 | |||
| 225.2 | 119.9 | |||
*Thickness data from the nasal quadrant of the temporally-centered grid were not collected because of overlapping with the temporal quadrant of the fovea-centered grid
Comparison of individual retinal layer thickness of the macular region and of the temporal retina between sickle cell disease eyes with and without sickle cell maculopathy.
| ETDRS grid quadrant | Fovea-centered scan thickness | Temporally-centered scan thickness (μm) | |||||
|---|---|---|---|---|---|---|---|
| Sickle maculopathy absent (n = 40) | Sickle maculopathy present (n = 19) | p-value | Sickle maculopathy absent (n = 40) | Sickle maculopathy present (n = 19) | p-value | ||
| 34.445 | 33.550 | 0.7421 | 20.073 | 18.812 | 0.5024 | ||
| 37.123 | 37.568 | 0.7730 | n/a | n/a | n/a | ||
| 31.754 | 30.629 | 0.5540 | 19.742 | 17.627 | 0.1437 | ||
| 18.662 | 19.267 | 0.4816 | 16.815 | 14.940 | 0.0655 | ||
| 42.525 | 41.775 | 0.7549 | 24.216 | 20.738 | 0.0662 | ||
| 43.284 | 45.080 | 0.4550 | n/a | n/a | n/a | ||
| 42.025 | 43.510 | 0.4732 | 23.188 | 19.943 | 0.0504 | ||
| 40.345 | 41.765 | 0.4350 | 23.332 | 17.207 | 0.0020 | ||
| 34.128 | 33.723 | 0.8285 | 22.060 | 20.766 | 0.3723 | ||
| 35.636 | 35.706 | 0.9616 | n/a | n/a | n/a | ||
| 34.579 | 34.204 | 0.7996 | 22.678 | 20.368 | 0.1484 | ||
| 35.349 | 36.074 | 0.8098 | 21.371 | 18.985 | 0.0170 | ||
| 35.096 | 38.711 | 0.0858 | 25.433 | 22.519 | 0.2247 | ||
| 37.014 | 37.169 | 0.9234 | n/a | n/a | n/a | ||
| 36.181 | 37.611 | 0.4174 | 26.472 | 21.864 | 0.0184 | ||
| 34.787 | 33.652 | 0.6003 | 23.332 | 17.207 | 0.0020 | ||
| 30.919 | 27.479 | 0.2391 | 24.285 | 21.557 | 0.0406 | ||
| 29.760 | 32.070 | 0.2588 | n/a | n/a | n/a | ||
| 31.490 | 35.935 | 0.2120 | 25.264 | 23.182 | 0.1008 | ||
| 30.217 | 29.217 | 0.6562 | 23.475 | 17.904 | 0.0035 | ||
| 55.971 | 58.601 | 0.4747 | 46.672 | 45.128 | 0.1988 | ||
| 61.566 | 59.046 | 0.2327 | n/a | n/a | n/a | ||
| 59.429 | 54.309 | 0.2024 | 48.047 | 46.650 | 0.2404 | ||
| 59.784 | 61.039 | 0.6126 | 46.189 | 42.804 | 0.0207 | ||
| 79.126 | 79.651 | 0.3798 | 75.335 | 75.156 | 0.7530 | ||
| 80.447 | 81.092 | 0.4395 | n/a | n/a | n/a | ||
| 80.650 | 81.140 | 0.5266 | 76.864 | 76.723 | 0.8407 | ||
| 79.821 | 79.941 | 0.8385 | 74.794 | 74.723 | 0.9277 | ||
| 15.821 | 15.461 | 0.4413 | 12.755 | 12.560 | 0.6463 | ||
| 16.179 | 15.804 | 0.5680 | n/a | n/a | n/a | ||
| 16.368 | 16.418 | 0.9473 | 13.313 | 13.215 | 0.8257 | ||
| 15.281 | 15.201 | 0.8848 | 11.845 | 12.117 | 0.5798 | ||
SCD, sickle cell disease; NFL, retinal nerve fiber layer; GCL, ganglion cell layer; IPL, inner plexiform layer; INL, inner nuclear layer; OPL, outer plexiform layer; ONL, outer nuclear layer; PHOT, photoreceptor layer; RPE retinal pigment epithelium; n/a = not applicable (thickness data from the nasal quadrant of the temporally-centered grid were not collected because of overlapping with the temporal quadrant of the fovea-centered grid).