Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker

Purpose: To evaluate structural changes in the choroid among patients with diabetic macular edema (DME), with varying grades of diabetic retinopathy (DR), using enhance depth imaging spectral domain optical coherence tomography (EDI SD-OCT) scans. Methods: A cross-sectional study was conducted on 82...

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Main Authors: Gupta, Chanda, Tan, Roy, Mishra, Chitaranjan, Khandelwal, Neha, Raman, Rajiv, Kim, Ramasamy, Agrawal, Rupesh, Sen, Parveen
Other Authors: Kang, Se Woong
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/103406
http://hdl.handle.net/10220/47304
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spelling sg-ntu-dr.10356-1034062023-07-14T15:55:40Z Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker Gupta, Chanda Tan, Roy Mishra, Chitaranjan Khandelwal, Neha Raman, Rajiv Kim, Ramasamy Agrawal, Rupesh Sen, Parveen Kang, Se Woong School of Materials Science & Engineering OCT Based Imaging Biomarker DRNTU::Engineering::Materials Diabetic Retinopathy Purpose: To evaluate structural changes in the choroid among patients with diabetic macular edema (DME), with varying grades of diabetic retinopathy (DR), using enhance depth imaging spectral domain optical coherence tomography (EDI SD-OCT) scans. Methods: A cross-sectional study was conducted on 82 eyes with DR and DME and 86 healthy control eyes. Eyes with DME were classified according to the severity of DR as per the international DR severity scale. Sub foveal choroidal thickness (SFCT)was obtained using EDI SD-OCT scans. These scans were binarized into luminal and stromal areas, to derive the choroidal vascularity index (CVI). CVI and SFCT were analyzed between the study and control group using paired-T test. Tukey’s test was used to correlate the differences in CVI and SFCT between different grades of DR. Further analysis was done to look for the effect of DR severity and type of DME on CVI as well as SFCT using correlation coefficient and linear regression analysis. Results: SFCT was significantly increased in eyes with DME as compared to the controls (334.47±51.81μm vs 284.53±56.45μm, p<0.001), and showed an ascending trend with worsening of DR, though this difference was not statistically significant [mild non-proliferative diabetic retinopathy (NPDR) = 304.33±40.39μm, moderate NPDR = 327.81±47.39μm, severe NPDR = 357.72±62.65μm, proliferative DR (PDR) = 334.59±47.4μm, p-0.09]. CVI was significantly decreased in DME with DR eyes as compared to controls (63.89±1.89 vs 67.51±2.86, p<0.001). CVI was also significantly decreased with worsening DR (mild NPDR = 66.38±0.3, moderate NPDR = 65.28±0.37, severe NPDR = 63.50±0.47, PDR = 61.27±0.9, p<0.001). Conclusion: SFCT and CVI are dynamic parameters that are affected by DME. Unlike CVI, SFCT is also affected by ocular and systemic factors like edema and hypertension. CVI may be a more accurate surrogate marker for DME and DR and can potentially be used to monitor the progression of DR. Published version 2019-01-02T06:19:49Z 2019-12-06T21:11:59Z 2019-01-02T06:19:49Z 2019-12-06T21:11:59Z 2018 Journal Article Gupta, C., Tan, R., Mishra, C., Khandelwal, N., Raman, R., Kim, R., . . . Sen, P. (2018). Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker. PLOS ONE, 13(12), e0207435-. doi:10.1371/journal.pone.0207435 https://hdl.handle.net/10356/103406 http://hdl.handle.net/10220/47304 10.1371/journal.pone.0207435 en PLOS ONE © 2018 Gupta et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. 13 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic OCT Based Imaging Biomarker
DRNTU::Engineering::Materials
Diabetic Retinopathy
spellingShingle OCT Based Imaging Biomarker
DRNTU::Engineering::Materials
Diabetic Retinopathy
Gupta, Chanda
Tan, Roy
Mishra, Chitaranjan
Khandelwal, Neha
Raman, Rajiv
Kim, Ramasamy
Agrawal, Rupesh
Sen, Parveen
Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
description Purpose: To evaluate structural changes in the choroid among patients with diabetic macular edema (DME), with varying grades of diabetic retinopathy (DR), using enhance depth imaging spectral domain optical coherence tomography (EDI SD-OCT) scans. Methods: A cross-sectional study was conducted on 82 eyes with DR and DME and 86 healthy control eyes. Eyes with DME were classified according to the severity of DR as per the international DR severity scale. Sub foveal choroidal thickness (SFCT)was obtained using EDI SD-OCT scans. These scans were binarized into luminal and stromal areas, to derive the choroidal vascularity index (CVI). CVI and SFCT were analyzed between the study and control group using paired-T test. Tukey’s test was used to correlate the differences in CVI and SFCT between different grades of DR. Further analysis was done to look for the effect of DR severity and type of DME on CVI as well as SFCT using correlation coefficient and linear regression analysis. Results: SFCT was significantly increased in eyes with DME as compared to the controls (334.47±51.81μm vs 284.53±56.45μm, p<0.001), and showed an ascending trend with worsening of DR, though this difference was not statistically significant [mild non-proliferative diabetic retinopathy (NPDR) = 304.33±40.39μm, moderate NPDR = 327.81±47.39μm, severe NPDR = 357.72±62.65μm, proliferative DR (PDR) = 334.59±47.4μm, p-0.09]. CVI was significantly decreased in DME with DR eyes as compared to controls (63.89±1.89 vs 67.51±2.86, p<0.001). CVI was also significantly decreased with worsening DR (mild NPDR = 66.38±0.3, moderate NPDR = 65.28±0.37, severe NPDR = 63.50±0.47, PDR = 61.27±0.9, p<0.001). Conclusion: SFCT and CVI are dynamic parameters that are affected by DME. Unlike CVI, SFCT is also affected by ocular and systemic factors like edema and hypertension. CVI may be a more accurate surrogate marker for DME and DR and can potentially be used to monitor the progression of DR.
author2 Kang, Se Woong
author_facet Kang, Se Woong
Gupta, Chanda
Tan, Roy
Mishra, Chitaranjan
Khandelwal, Neha
Raman, Rajiv
Kim, Ramasamy
Agrawal, Rupesh
Sen, Parveen
format Article
author Gupta, Chanda
Tan, Roy
Mishra, Chitaranjan
Khandelwal, Neha
Raman, Rajiv
Kim, Ramasamy
Agrawal, Rupesh
Sen, Parveen
author_sort Gupta, Chanda
title Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
title_short Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
title_full Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
title_fullStr Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
title_full_unstemmed Choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—A novel OCT based imaging biomarker
title_sort choroidal structural analysis in eyes with diabetic retinopathy and diabetic macular edema—a novel oct based imaging biomarker
publishDate 2019
url https://hdl.handle.net/10356/103406
http://hdl.handle.net/10220/47304
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