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Ehlers JP, Lunasco LM, Yordi S, Cetin H, Le TK, Sarici K, Kaiser PK, Khanani AM, Talcott KE, Hu J, Meng X, Srivastava SK. Compartmental Exudative Dynamics in Neovascular Age-Related Macular Degeneration: Volumetric Outcomes and Impact of Volatility in a Phase III Clinical Trial. Ophthalmol Retina 2024:S2468-6530(24)00079-4. [PMID: 38403242 DOI: 10.1016/j.oret.2024.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 02/12/2024] [Accepted: 02/20/2024] [Indexed: 02/27/2024]
Abstract
PURPOSE To examine retinal feature dynamics in eyes with neovascular age-related macular degeneration (nAMD) treated with anti-VEGF therapy and the relationship of these features with visual acuity. DESIGN Post hoc analysis of the phase III, randomized, HAWK nAMD clinical trial. PARTICIPANTS Participants randomized to the brolucizumab 6 mg or aflibercept 2 mg arms of the trial. METHODS Spectral-domain OCT scans collected at 4-week intervals were analyzed using an automated machine learning-enhanced segmentation and feature-extraction platform with manual verification. Quantitative volumetric measures of retinal and exudative features were exported at multiple timepoints over 48 weeks. Volatility of exudative features was calculated as the standard deviation of each feature value during the maintenance phase (week 12-48) of treatment. These features were examined for their associations with anatomic and functional outcomes. MAIN OUTCOME MEASURES Longitudinal intraretinal fluid (IRF) and subretinal fluid (SRF) volume, subretinal hyperreflective material (SHRM) volume, ellipsoid zone (EZ) integrity (EZ-retinal pigment epithelium [RPE] volume/thickness), and correlation with best-corrected visual acuity (BCVA). RESULTS Intraretinal fluid, SRF, and SHRM demonstrated significant volumetric reduction from baseline with anti-VEGF therapy (P < 0.001 at each timepoint). Ellipsoid zone integrity measures demonstrated significant improvement from baseline (P < 0.001 at each timepoint). Both EZ integrity and SHRM measures correlated significantly with BCVA at all timepoints (EZ-RPE volume: 0.38 ≤ r ≤ 0.47; EZ-RPE central subfield thickness: 0.22 ≤ r ≤ 0.41; SHRM volume: -0.33 ≤ r ≤ -0.44). After treatment initiation, correlations of IRF and SRF volume with BCVA were weak or nonsignificant. Eyes with lower volatility of IRF, SRF, and SHRM volumes during the maintenance phase showed greater improvements in EZ integrity (all P < 0.01) and greater gains in BCVA (all P < 0.01) at week 48 compared with eyes with higher volatility in those exudative parameters. CONCLUSIONS Quantitative measures of SHRM volume and EZ integrity correlated more strongly with BCVA than retinal fluid volumes during treatment. High volatility of exudative parameters, including SRF, during the maintenance phase of treatment was associated with loss of EZ integrity and BCVA. FINANCIAL DISCLOSURE(S) Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Affiliation(s)
- Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
| | - Leina M Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Sari Yordi
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Hasan Cetin
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Kubra Sarici
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | | | - Arshad M Khanani
- Sierra Eye Associates, Reno, Nevada; University of Nevada, Reno School of Medicine, Reno, Nevada
| | - Katherine E Talcott
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Joanne Hu
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Xiangyi Meng
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
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Kar SS, Cetin H, Lunasco L, Le TK, Zahid R, Meng X, Srivastava SK, Madabhushi A, Ehlers JP. OCT-Derived Radiomic Features Predict Anti-VEGF Response and Durability in Neovascular Age-Related Macular Degeneration. Ophthalmol Sci 2022; 2:100171. [PMID: 36531588 PMCID: PMC9754979 DOI: 10.1016/j.xops.2022.100171] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 04/15/2022] [Accepted: 05/12/2022] [Indexed: 06/17/2023]
Abstract
PURPOSE No established biomarkers currently exist for therapeutic efficacy and durability of anti-VEGF therapy in neovascular age-related macular degeneration (nAMD). This study evaluated radiomic-based quantitative OCT biomarkers that may be predictive of anti-VEGF treatment response and durability. DESIGN Assessment of baseline biomarkers using machine learning (ML) classifiers to predict tolerance to anti-VEGF therapy. PARTICIPANTS Eighty-one participants with treatment-naïve nAMD from the OSPREY study, including 15 super responders (patients who achieved and maintained retinal fluid resolution) and 66 non-super responders (patients who did not achieve or maintain retinal fluid resolution). METHODS A total of 962 texture-based radiomic features were extracted from fluid, subretinal hyperreflective material (SHRM), and different retinal tissue compartments of OCT scans. The top 8 features, chosen by the minimum redundancy maximum relevance feature selection method, were evaluated using 4 ML classifiers in a cross-validated approach to distinguish between the 2 patient groups. Longitudinal assessment of changes in different texture-based radiomic descriptors (delta-texture features) between baseline and month 3 also was performed to evaluate their association with treatment response. Additionally, 8 baseline clinical parameters and a combination of baseline OCT, delta-texture features, and the clinical parameters were evaluated in a cross-validated approach in terms of association with therapeutic response. MAIN OUTCOME MEASURES The cross-validated area under the receiver operating characteristic curve (AUC), accuracy, sensitivity, and specificity were calculated to validate the classifier performance. RESULTS The cross-validated AUC by the quadratic discriminant analysis classifier was 0.75 ± 0.09 using texture-based baseline OCT features. The delta-texture features within different OCT compartments between baseline and month 3 yielded an AUC of 0.78 ± 0.08. The baseline clinical parameters sub-retinal pigment epithelium volume and intraretinal fluid volume yielded an AUC of 0.62 ± 0.07. When all the baseline, delta, and clinical features were combined, a statistically significant improvement in the classifier performance (AUC, 0.81 ± 0.07) was obtained. CONCLUSIONS Radiomic-based quantitative assessment of OCT images was shown to distinguish between super responders and non-super responders to anti-VEGF therapy in nAMD. The baseline fluid and SHRM delta-texture features were found to be most discriminating across groups.
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Key Words
- 3D, 3-dimensional
- AMD, age-related macular degeneration
- AUC, area under the receiver operating characteristic curve
- AUC-PRC, area under the precision recall curve
- IAI, intravitreal aflibercept injection
- ILM, internal limiting membrane
- IRF, intraretinal fluid
- ML, machine learning
- OCT
- QDA, quadratic discriminant analysis
- RFI, retinal fluid index
- RPE, retinal pigment epithelium
- Radiomics
- SHRM, subretinal hyperreflective material
- SRF, subretinal fluid
- SRFI, subretinal fluid index
- TRFI, total retinal fluid index
- Wet age-related macular degeneration
- mRmR, minimum redundancy maximum relevance
- nAMD, neovascular age-related macular degeneration
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Affiliation(s)
- Sudeshna Sil Kar
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio
| | - Hasan Cetin
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Leina Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thuy K. Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Robert Zahid
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Xiangyi Meng
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Sunil K. Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
- Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Anant Madabhushi
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio
- Louis Stokes Cleveland Veterans Administration Medical Center, Cleveland, Ohio
| | - Justis P. Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
- Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
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Yordi S, Sarici K, Cetin H, Lunasco LM, Le TK, Sevgi DD, Zahid R, Meng X, Reese JL, Srivastava SK, Ehlers JP. Bacillary Detachment in Neovascular Age-Related Macular Degeneration: Incidence, Clinical Features, and Response to Anti-VEGF Therapy. Ophthalmol Retina 2022; 6:1061-1069. [PMID: 35654365 PMCID: PMC10576655 DOI: 10.1016/j.oret.2022.05.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Revised: 05/23/2022] [Accepted: 05/24/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE To evaluate the incidence of bacillary layer detachment among patients with neovascular age-related macular degeneration (nAMD) and their response to anti-VEGF therapy. DESIGN Post hoc analysis of the OSPREY clinical trial, a prospective, double-masked, phase II study comparing 6-mg brolucizumab with 2-mg aflibercept over 56 weeks. PARTICIPANTS Participants with treatment-naive nAMD at the initiation of the trial were included in the analysis (n = 81). METHODS Spectral-domain OCT (SD-OCT) scans were obtained at 4-week intervals throughout the OSPREY study and were segmented automatically using a proprietary, machine learning-enabled higher-order feature-extraction platform. MAIN OUTCOME MEASURES The presence of bacillary detachment, and in these eyes the effect of anti-VEGF therapy on change from baseline in visual acuity (VA), central subfield thickness (CST), retinal fluid volumes, subretinal hyper-reflective material (SHRM) volume, subretinal pigment epithelium (sub-RPE) fluid volume, and ellipsoid zone (EZ) integrity at week 56. RESULTS Bacillary detachment was identified in 7.4% (6 of 81) eyes, which had higher fluid volumes, increased CST, EZ attenuation, and increased sub-RPE volume at baseline compared with eyes without bacillary detachment. Anti-VEGF treatment resulted in the resolution of bacillary detachment in 100% of the eyes. In eyes with bacillary detachment at baseline, the anti-VEGF treatment decreased CST, fluid burden, and SHRM volumes throughout the treatment course; however, there was no significant change from baseline in VA, sub-RPE volume, or EZ integrity throughout the 56-week course of anti-VEGF treatment. CONCLUSIONS Bacillary detachment is an OCT signature that is identifiable in a notable proportion of nAMD eyes. Anti-VEGF therapy resulted in 100% resolution of bacillary detachment and significant decreases in CST and SHRM volume; however, improvements in VA may have been limited by persistent EZ attenuation.
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Affiliation(s)
- Sari Yordi
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Kubra Sarici
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Hasan Cetin
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Leina M Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Duriye Damla Sevgi
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Robert Zahid
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey
| | - Xiangyi Meng
- Novartis Pharmaceuticals Corporation, East Hanover, New Jersey
| | - Jamie L Reese
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
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Ehlers JP, Patel N, Kaiser PK, Heier JS, Brown DM, Meng X, Reese J, Lunasco L, Le TK, Hu M, Srivastava SK. The Association of Fluid Volatility With Subretinal Hyperreflective Material and Ellipsoid Zone Integrity in Neovascular AMD. Invest Ophthalmol Vis Sci 2022; 63:17. [PMID: 35713892 PMCID: PMC9206498 DOI: 10.1167/iovs.63.6.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To evaluate the association of fluid volatility with ellipsoid zone (EZ) integrity and subretinal hyperreflective material (SHRM) volume during anti–vascular endothelial growth factor (VEGF) therapy in neovascular age-related macular degeneration (nAMD). Methods This study was a post hoc analysis of the OSPREY study. Retinal volatility was quantified as the standard deviation across weeks 12 to 56 for six optical coherence tomography (OCT) metrics: central subfield thickness (CST), total fluid (TF) volume, subretinal fluid (SRF) volume, intraretinal fluid (IRF) volume, macular total retinal fluid index (TRFI), and central macular TRFI. Eyes with volatility ≤ 25th or ≥ 75th percentile values were compared. Results Eyes with low volatility in several exudative metrics showed greater change from baseline in SHRM volume at week 12 than eyes with high volatility. During the maintenance phase (weeks 12–56), eyes exhibiting high SRF volatility demonstrated increased SHRM volume compared to eyes with low SRF volatility (P = 0.027). Eyes exhibiting high volatility in CST, TF, and SRF demonstrated less improvement in EZ total attenuation (P < 0.001, P = 0.033, and P = 0.043, respectively) than eyes with low volatility. Early exudative instability (i.e., between weeks 4–8 or weeks 8–12) in multiple parameters (i.e., CST, TF, IRF, macular TRFI, or central macular TRFI) was associated with greater volatility during the maintenance phase (P < 0.05). Conclusions Greater volatility in exudative OCT metrics, particularly SRF volatility, was associated with a greater increase in SHRM and less improvement in EZ integrity, suggesting that volatility is detrimental to multiple anatomic features in nAMD. Early exudative instability during the loading phase of treatment was associated with longer-term volatility in exudation.
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Affiliation(s)
- Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Nikhil Patel
- Novartis Pharmaceuticals, East Hanover, New Jersey, United States
| | - Peter K Kaiser
- Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Jeffrey S Heier
- Ophthalmic Consultants of Boston, Boston, Massachusetts, United States
| | - David M Brown
- Retina Consultants of Houston, Houston, Texas, United States
| | - Xiangyi Meng
- Novartis Pharmaceuticals, East Hanover, New Jersey, United States
| | - Jamie Reese
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Leina Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Ming Hu
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio, United States
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio, United States.,Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio, United States
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Babiuch AS, Wykoff CC, Yordi S, Yu H, Srivastava SK, Hu M, Le TK, Lunasco L, Reese J, Nittala MG, Sadda SR, Ehlers JP. The 2-Year Leakage Index and Quantitative Microaneurysm Results of the RECOVERY Study: Quantitative Ultra-Widefield Findings in Proliferative Diabetic Retinopathy Treated with Intravitreal Aflibercept. J Pers Med 2021; 11:jpm11111126. [PMID: 34834478 PMCID: PMC8619795 DOI: 10.3390/jpm11111126] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2021] [Revised: 10/27/2021] [Accepted: 10/27/2021] [Indexed: 11/20/2022] Open
Abstract
Eyes with proliferative diabetic retinopathy (PDR) have been shown to improve in the leakage index and microaneurysm (MA) count after intravitreal aflibercept (IAI) treatment. The authors investigated these changes via automatic segmentation on ultra-widefield fluorescein angiography (UWFA). Forty subjects with PDR were randomized to receive either 2 mg IAI every 4 weeks (Arm 1) or every 12 weeks (Arm 2) through Year 1. After Year 1, Arm 1 switched to quarterly IAI and Arm 2 to monthly IAI through Year 2. By Year 2, the Arm 1 leakage index decreased by 43% from Baseline (p = 0.03) but increased by 59% from Year 1 (p = 0.04). Arm 2 decreased by 61% from Baseline (p = 0.008) and by 31% from Year 1 (p = 0.12). Both cohorts exhibited a significant decline in MAs from Baseline to Year 2 (871 to 410; p < 0.001; 776 to 207; p < 0.001, respectively). Subjects with an improved leakage and MA count showed a more significant improvement in the Diabetic Retinopathy Severity Scale (DRSS) score. Moreover, central subfield thickness (CST) was positively associated with changes in the leakage index. In conclusion, the leakage index and MA counts significantly improved from Baseline following IAI treatment, and monthly injections provided a more rapid and sustained reduction in these parameters compared with quarterly injections.
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Affiliation(s)
- Amy S. Babiuch
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (A.S.B.); (S.K.S.); (J.R.)
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | - Charles C. Wykoff
- Retina Consultants of Texas, Kingwood, TX 77339, USA; (C.C.W.); (H.Y.)
- Blanton Eye Institute, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Sari Yordi
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | - Hannah Yu
- Retina Consultants of Texas, Kingwood, TX 77339, USA; (C.C.W.); (H.Y.)
- Blanton Eye Institute, Houston Methodist Hospital, Houston, TX 77030, USA
| | - Sunil K. Srivastava
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (A.S.B.); (S.K.S.); (J.R.)
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | - Ming Hu
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
- Department of Quantitative Health Sciences, Lerner Research Institute, Cleveland Clinic Foundation, Cleveland, OH 44195, USA
| | - Thuy K. Le
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | - Leina Lunasco
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | - Jamie Reese
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (A.S.B.); (S.K.S.); (J.R.)
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
| | | | - SriniVas R. Sadda
- Doheny Eye Institute, Los Angeles, CA 90033, USA; (M.G.N.); (S.R.S.)
| | - Justis P. Ehlers
- Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (A.S.B.); (S.K.S.); (J.R.)
- The Tony and Leona Campane Center for Excellence for Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH 44106, USA; (S.Y.); (M.H.); (T.K.L.); (L.L.)
- Correspondence: ; Tel.: +1-(216)-636-0183
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Ehlers JP, Clark J, Uchida A, Figueiredo N, Babiuch A, Talcott KE, Lunasco L, Le TK, Meng X, Hu M, Reese J, Srivastava SK. Longitudinal Higher-Order OCT Assessment of Quantitative Fluid Dynamics and the Total Retinal Fluid Index in Neovascular AMD. Transl Vis Sci Technol 2021; 10:29. [PMID: 34003963 PMCID: PMC7995350 DOI: 10.1167/tvst.10.3.29] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose The purpose of this study was to evaluate the feasibility of assessing quantitative longitudinal fluid dynamics and total retinal fluid indices (TRFIs) with higher-order optical coherence tomography (OCT) for neovascular age-related macular degeneration (nAMD). Methods A post hoc image analysis study was performed using the phase II OSPREY clinical trial comparing brolucizumab and aflibercept in nAMD. Higher-order OCT analysis using a machine learning−enabled fluid feature extraction platform was used to segment intraretinal fluid (IRF) and subretinal fluid (SRF) volumetric components. TRFI, the proportion of fluid volume against total retinal volume, was calculated. Longitudinal fluid metrics were evaluated for the following groups: all subjects (i.e. treatment agnostic), brolucizumab, and aflibercept. Results Mean IRF and SRF volumes were significantly reduced from baseline at each timepoint for all groups. Fluid feature extraction allowed high-resolution assessment of quantitative fluid burden. A greater proportion of brolucizumab participants achieved true zero and minimal fluid (total fluid volume between 0.0001 and 0.001mm3) versus aflibercept participants at week 40. True zero fluid during q12 brolucizumab dosing was achieved in 36.6% to 38.5%, similar to the 25.6% to 38.5% during the corresponding q8 aflibercept cycles. TRFI was significantly reduced from baseline in all groups. Conclusions Higher-order OCT analysis demonstrates the feasibility of fluid feature extraction and longitudinal volumetric fluid burden and TRFI characterization in nAMD, supporting a unique opportunity for fluid burden assessment and the impact on outcomes. Translational Relevance Detection and characterization of disease activity is vital for optimal treatment of nAMD. Longitudinal assessment of fluid dynamics and the TRFI provide important proof of concept for future automated tools in characterizing disease activity.
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Affiliation(s)
- Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Julie Clark
- Formerly Novartis Pharmaceuticals, East Hanover, NJ, USA
| | - Atsuro Uchida
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Natalia Figueiredo
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy Babiuch
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Katherine E Talcott
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Leina Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | | | - Ming Hu
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Jamie Reese
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, OH, USA.,Cole Eye Institute, Cleveland Clinic, Cleveland, OH, USA
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Sevgi DD, Yee PS, Srivastava SK, Le TK, Abraham JR, Reese J, Ehlers JP. LONGITUDINAL ELLIPSOID ZONE DYNAMICS AFTER MACULAR HOLE REPAIR IN THE DISCOVER STUDY: Structure-Function Assessment. Retina 2021; 41:915-920. [PMID: 33887747 PMCID: PMC8074992 DOI: 10.1097/iae.0000000000002983] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE To evaluate association of the baseline macular hole (MH) geometric features and longitudinal ellipsoid zone integrity with the visual acuity outcome after surgical repair. METHODS This was a post-hoc analysis of eyes in the DISCOVER study undergoing vitrectomy repair for MH. Anatomical and functional data were collected through one year postoperatively. An automated retinal layer segmentation platform was used for the assessment of outer retinal metrics and volumetric reconstruction of MH. Association of longitudinal ellipsoid zone features and baseline MH height, width, and volume with VA outcomes were investigated. RESULTS Eighty-four eyes with MH were included. The mean baseline VA was 20 of 114 and increased to 20 of 45 (P < 0.001) at postoperative Month 12 (N = 45). Successful MH closure was achieved in 98.8% of cases. Ellipsoid zone integrity metrics significantly improved from baseline (P = 0.002) and postoperative Month 1 (P < 0.001) to post-operative Month 12. Ellipsoid zone metrics independently correlated with VA at all follow-up visits (P < 0.05). Increased baseline MH width and volume negatively correlated with the VA at postoperative Month 12 (P < 0.001). Preoperative VA and EZ integrity on optical coherence tomography were predictors for postoperative VA. CONCLUSION Baseline MH volumetric parameters and EZ parameters were associated with VA outcomes after repair.
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Affiliation(s)
- Duriye Damla Sevgi
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
| | - Philina S Yee
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
- Case Western Reserve University School of Medicine, Cleveland, OH; and
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
- Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
| | - Joseph R Abraham
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
| | - Jamie Reese
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
| | - Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
- Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, OH
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Sutaria N, Parthasarathy V, Roh YS, Choi J, Bordeaux ZA, Trinh P, Le TK, Semenov YR, Kwatra SG. Itch in skin of colour: a multicentre cross-sectional study. Br J Dermatol 2021; 185:652-654. [PMID: 33893648 DOI: 10.1111/bjd.20403] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Revised: 03/31/2021] [Accepted: 04/22/2021] [Indexed: 11/30/2022]
Affiliation(s)
- N Sutaria
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - V Parthasarathy
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Y S Roh
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - J Choi
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Z A Bordeaux
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - P Trinh
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - T K Le
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Y R Semenov
- Department of Dermatology, Massachusetts General Hospital, Boston, MA, USA
| | - S G Kwatra
- Department of Dermatology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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9
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Ehlers JP, Zahid R, Kaiser PK, Heier JS, Brown DM, Meng X, Reese J, Le TK, Lunasco L, Hu M, Srivastava SK. Longitudinal Assessment of Ellipsoid Zone Integrity, Subretinal Hyperreflective Material, and Subretinal Pigment Epithelium Disease in Neovascular Age-Related Macular Degeneration. Ophthalmol Retina 2021; 5:1204-1213. [PMID: 33640493 DOI: 10.1016/j.oret.2021.02.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 02/01/2021] [Accepted: 02/22/2021] [Indexed: 01/05/2023]
Abstract
PURPOSE To assess longitudinally the effect of anti-vascular endothelial growth factor (VEGF) treatment on ellipsoid zone (EZ) integrity, subretinal hyperreflective material (SHRM), and the sub-retinal pigment epithelium (sub-RPE) compartment in eyes with neovascular age-related macular degeneration (nAMD). DESIGN Post hoc analysis of the OSPREY clinical trial, a prospective, double-masked, phase 2 study comparing brolucizumab 6 mg with aflibercept 2 mg over 56 weeks. PARTICIPANTS Participants with treatment-naïve nAMD at the initiation of the trial were included in the analysis. METHODS Eyes were evaluated with spectral-domain OCT at 4-week intervals in the OSPREY trial (n = 81). Spectral-domain OCT scans collected from each visit were segmented automatically using a proprietary, machine learning-enabled higher-order feature-extraction platform for retinal layer, SHRM, and sub-RPE boundary lines, which were evaluated and corrected as needed by masked trained graders. The current analysis focused only on patients evaluated with the Cirrus (Zeiss) platform (n = 28). MAIN OUTCOME MEASURES Outcome measures included change from baseline in EZ-RPE (i.e., photoreceptor outer segment) volume, EZ-RPE central subfield thickness (CST), total EZ attenuation, SHRM volume, SHRM CST, and total sub-RPE volume. The correlation between each of these measures and best-corrected visual acuity (BCVA) at each visit was evaluated. RESULTS EZ-RPE volume and EZ-RPE CST showed significant increases, and total EZ attenuation, SHRM volume, SHRM CST, and total sub-RPE volume showed significant decreases from baseline at each visit from weeks 4 through 56 (P < 0.05 at each visit). Ellipsoid zone integrity measures and SHRM volume correlated significantly with BCVA at most visits (P < 0.05). No significant correlation was found between total sub-RPE volume and BCVA. CONCLUSIONS EZ integrity, SHRM, and sub-RPE disease features in eyes with nAMD showed improvement as early as week 4 of anti-VEGF treatment. EZ integrity measures and SHRM volume were predictors of visual acuity over the first year of treatment.
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Affiliation(s)
- Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
| | - Robert Zahid
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Peter K Kaiser
- Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | | | | | - Xiangyi Meng
- Novartis Pharmaceuticals, East Hanover, New Jersey
| | - Jamie Reese
- Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Leina Lunasco
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Ming Hu
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Department of Quantitative Health Sciences, Cleveland Clinic Foundation, Cleveland, Ohio
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cleveland Clinic, Cleveland, Ohio; Center for Ocular Research and Evaluation, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
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Abraham JR, Srivastava SK, K Le T, Sharma S, Rachitskaya A, Reese JL, Ehlers JP. Intraoperative OCT-Assisted Retinal Detachment Repair in the DISCOVER Study: Impact and Outcomes. Ophthalmol Retina 2019; 4:378-383. [PMID: 31948909 DOI: 10.1016/j.oret.2019.11.002] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2019] [Revised: 10/04/2019] [Accepted: 11/04/2019] [Indexed: 01/07/2023]
Abstract
PURPOSE The purpose of this study is to evaluate intraoperative OCT (iOCT) utility and outcomes during retinal detachment (RD) repair. DESIGN The Determination of Feasibility of Intraoperative Spectral-Domain Microscope Combined/Integrated OCT Visualization during En Face Retinal and Ophthalmic Surgery (DISCOVER) intraoperative OCT study is a prospective Institutional Review Board-approved study. PARTICIPANTS Participants in the DISCOVER study undergoing surgical repair for RD. METHODS This was a post hoc analysis of eyes in the DISCOVER study undergoing surgical repair for RDs. Inclusion criteria included iOCT after perfluorocarbon liquid placement and at least 6 months follow-up. Exclusion criteria included severe retinal pathology unrelated to RD. Surgeons completed standardized questionnaires after each case evaluating the iOCT instrument's utility. Functional and surgical outcome data were collected at the latest available time point between 6 and 12 months. Outcomes were evaluated in 2 groups: uncomplicated primary and complex cases. MAIN OUTCOME MEASURES Intraoperative OCT utility, single-surgery success, and visual acuity outcomes. RESULTS A total of 103 eyes were included in this study: 51 uncomplicated primary and 52 complex cases. Intraoperative OCT provided valuable information in 36% of cases. In 12% of cases, iOCT data directly altered surgical decision making. There was a significantly higher rate of valuable iOCT feedback in complex cases compared with primary cases (50% vs. 22%, P < 0.01). Among primary cases, 48 (94%) had successful single surgery repair with a mean postoperative visual acuity of 20/47 compared with the complex group's 75% single surgery success (n=39) and mean postoperative visual acuity of 20/92. CONCLUSIONS This study affirms the potential impact of iOCT in assisting select cases of RD repair, particularly with complex pathology. The single surgery success rate was good with more than 80% of cases successfully repaired with 1 surgery.
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Affiliation(s)
- Joseph R Abraham
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Sunil K Srivastava
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio; Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Thuy K Le
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Sumit Sharma
- Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | | | - Jamie L Reese
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Justis P Ehlers
- The Tony and Leona Campane Center for Excellence in Image-Guided Surgery and Advanced Imaging Research, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio; Vitreoretinal Service, Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio.
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Abstract
OBJECTIVE To evaluate the cost effectiveness of duloxetine when considered as an alternative treatment for patients in the United States (US) being treated for fibromyalgia pain. RESEARCH DESIGN AND METHODS A Markov model was used to evaluate the economic and clinical advantages of duloxetine in controlling fibromyalgia pain symptoms over a 2-year time horizon. A base-case treatment sequence was adopted from clinical guidelines, based on tricyclic antidepressants, serotonin-norepinephrine reuptake inhibitors, anticonvulsants, and opioids. Treatment response was modeled using changes from baseline in pain severity, and response thresholds: full response (at least a 50% change), response (30-49% change), and no response (less than a 30% change). Clinical efficacy and discontinuation data were taken from placebo- and active-controlled trials identified in a systematic literature review and mixed-treatment comparison. Utility data were based on EQ-5D data. MAIN OUTCOME MEASURES Additional symptom-control months (SCMs), defined as the amount of time at a response level of 30% or less, and quality-adjusted life-years (QALYs) over a 2-year time horizon. RESULTS For every 1000 patients, first-line duloxetine resulted in an additional 665 SCMs and 12.3 QALYs, at a cost of $582,911 (equivalent to incremental cost-effectiveness ratios [ICERs] of $877 per SCM and $47,560 per QALY). Second-line duloxetine resulted in an additional 460 SCMs and 8.7 QALYs, at a cost of $143,752 (equivalent to ICERs of $312 per SMC and $16,565 per QALY). LIMITATIONS Response data for TCAs are limited to 30% improvement levels, reported trials are small, and have low placebo response rates. The model necessarily assumes that response rates are independent of placement in the treatment sequence. CONCLUSIONS The results suggest that the introduction of duloxetine into the standard treatment sequence for fibromyalgia not only provides additional patient benefits, reflected by time spent in pain control, but also is cost effective when compared with commonly adopted thresholds.
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Affiliation(s)
- S M Beard
- RTI Health Solutions, Manchester, UK.
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12
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Beard SM, McCrink L, Le TK, Garcia-Cebrian A, Monz B, Malik RA. Cost effectiveness of duloxetine in the treatment of diabetic peripheral neuropathic pain in the UK. Curr Med Res Opin 2008; 24:385-99. [PMID: 18157921 DOI: 10.1185/030079908x253852] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE The objective of this analysis was to evaluate the cost-effectiveness of duloxetine when considered as an additional treatment option for UK-based patients suffering from diabetic peripheral neuropathic pain. RESEARCH DESIGN AND METHODS A decision-analytic model was used to represent the sequential management of patients with diabetic peripheral neuropathic pain. The standard UK treatment strategy was defined as first-line tricyclic antidepressants (amitriptyline), second-line anticonvulsants (gabapentin) and lastly an opioid-related treatment. The cost-effectiveness of duloxetine was evaluated as an additional first, second, third or fourth-line therapy over a 6-month treatment period for a cohort of 1000 patients. Treatment response was modelled based on changes from baseline pain severity using a standard 11-point pain scale (0-10); full response (>or= 50% change), partial response (30-49%) and no response (< 30%). The model was populated with efficacy and discontinuation data using indirect comparisons of treatment efficacy based on relative effects to a common placebo comparator. RESULTS The second-line use of duloxetine resulted in cost savings of pound 77,071 for every 1000 treated patients, with an additional 29 patients achieving a full pain response when compared to standard UK treatment. Additional quality-adjusted life years (QALYs) were achieved at 1.88 QALYs per 1000 patients. CONCLUSIONS This UK-based economic model suggests that second-line use of duloxetine is a beneficial and cost-effective treatment strategy for diabetic peripheral neuropathic pain.
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Affiliation(s)
- S M Beard
- RTI Health Solutions, Manchester, UK.
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13
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Wu EQ, Borton J, Said G, Le TK, Monz B, Rosilio M, Avoinet S. Estimated prevalence of peripheral neuropathy and associated pain in adults with diabetes in France. Curr Med Res Opin 2007; 23:2035-42. [PMID: 17637204 DOI: 10.1185/030079907x210516] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE To estimate the point prevalence of diabetic peripheral neuropathy (DPN) and pain associated with DPN (pDPN) in French adults with diabetes and compare severity of symptoms across demographic subpopulations. DESIGN The participant-administered portion of the Michigan Neuropathy Screening Instrument (MNSI) and selected items of the Brief Pain Inventory (BPI) formed part of a computer-aided telephone survey posed to a representative, random sample of French households from March 1, 2005 to April 30, 2005. Questions from the MNSI and the BPI were used to assess the point prevalence of DPN and pDPN in French adults with self-reported diabetes. RESULTS The mean age of the study sample was 68 years (SD = 15), the mean duration of diabetes was 15 years (SD = 12) and 56% of participants were female. The prevalence rates of DPN and pDPN in French adults with diabetes were 11 and 8%, respectively. The average age and diabetes duration of participants with DPN and pDPN were not different from participants in the total sample. Among those participants with pDPN, 35% classified their pain as severe, 49% as moderate, and 17% as mild. The prevalence of DPN was higher in participants with type 1 diabetes (14%) than those with type 2 (9%). Among participants with DPN, 88% with severe pain received pain treatment compared to 71% with moderate pain and 58% with mild pain. The most significant limitation of this study is the lack of validation for administering only a portion of the MNSI, but other limitations include the imprecision associated with self-reported questionnaires, a survey sample that does not include participants with undiagnosed diabetes, and a bias toward elderly participants. CONCLUSION This study concluded that 8% of participants with diabetes in France had pDPN.
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Affiliation(s)
- E Q Wu
- Analysis Group, Inc., Boston, MA 02199, USA.
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14
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Le TK, Bach KH, Ho ML, Le NV, Nguyen TN, Chevrier D, Guesdon JL. Molecular fingerprinting of Mycobacterium tuberculosis strains isolated in Vietnam using IS6110 as probe. Tuber Lung Dis 2000; 80:75-83. [PMID: 10912282 DOI: 10.1054/tuld.2000.0234] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
SETTING Northern and Southern areas of Vietnam. OBJECTIVE To study the correlation between DNA fingerprinting of 168 Mycobacterium tuberculosis strains isolated from patients with a particular historical past (political separation of Vietnam for 20 years) and data about geographical origin, drug susceptibility, HIV infection and BCG vaccination status. METHODS Comparison of restriction fragment length polymorphism (RFLP) patterns produced by Southern hybridization of Pvull-digested chromosomal DNA. RESULTS The number of IS6110 copies for the 168 strains ranges from 0 to 23. Strains originating from the North or the South differ strongly with respect to the number of copies of IS6110. Indeed, the strains originating from the north have predominantly from 3 to 14 IS6110 copies while the southern strains have predominantly from 15 to 23 IS6110 copies. Furthermore, strains isolated in the North are dispersed into 6 groups whereas 80% of the strains isolated in the South form a single group. Moreover, the prevalence of drug resistance is higher in strains isolated in the South than in the North. No noticeable correlation is observed between RFLP patterns, drug susceptibility, or HIV infection. CONCLUSION The IS6110 fingerprints of 168 M. tuberculosis strains isolated in Vietnam showed a high range of polymorphism. Only a few strains have been found with no IS6110 (1.8%). The differences between the strains from the North and South, having more than six IS6110, suggests that they derived from ancestral strains that would be distinguishable by the number of IS6110 and their transposition sites throughout the genome. The genomic structure of the population of strains from South Vietnam resembles that of the Beijing strain population. This could account for a similar evolution of M. tuberculosis due to a selection by BCG-induced immunity in the two populations.
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Affiliation(s)
- T K Le
- National Institute of Hygiene and Epidemiology, Hanoi
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Abstract
This study was performed to determine the degree of shrinkage over time in nipple projection after reconstruction. Nipple-areolar reconstruction was performed using the modified Anton-Hartrampf technique, and pigmentation was achieved with tattooing. This study looked at 28 consecutive patients with nipple reconstruction performed at The Milton S. Hershey Medical Center of the Penn State Geisinger Health Systems between September 1989 and November 1993. Two patients were lost to follow-up and 3 patients died of breast cancer. Thus, 23 patients and a total of 32 nipples were investigated. Initial measurements of nipple projection were taken 2 weeks postoperatively. Patients were followed an average of 38.7 months (range, 11-66 months). Ten patients (18 nipples) had tissue expansion and implantation for breast mound reconstruction. Thirteen patients (14 nipples) had autologous breast mound reconstruction. The mean decrease in projection of the tissue expansion and implantation group was 76.7+/-9.7%. The mean decrease in projection of the autologous reconstruction group was 64.3+/-12.1%. The mean decrease in projection for the entire group was 71.3+/-21.9%. Comparison between the two groups using a two-sample t-test showed p = 0.0047. The authors concluded that there is a significant reduction in nipple projection over time using the modified Anton-Hartrampf technique regardless of the type of breast mound reconstruction. In addition, their results also indicated that nipple projection on the breast mound reconstructed with an autologous musculocutaneous flap technique achieved a better long-term outcome. This study is potentially helpful in planning the initial size of the reconstructed nipple papule to match the opposite normal nipple. Additional studies need to be performed on other types of nipple-areolar reconstruction.
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Affiliation(s)
- D R Banducci
- Department of Surgery, Penn State Geisinger Health System, The Milton S. Hershey Medical Center, Hershey, PA 17033-0850, USA
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Sleijfer S, Le TK, de Jong S, Timmer-Bosscha H, Withoff S, Mulder NH. Combined cytotoxic effects of tumor necrosis factor-alpha with various cytotoxic agents in tumor cell lines that are drug resistant due to mutated p53. J Immunother 1999; 22:48-53. [PMID: 9924699 DOI: 10.1097/00002371-199901000-00007] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Several studies suggest that tumor necrosis factor-alpha (TNF) is able to overcome drug resistance in tumors. Whether TNF is able to do so in tumor cell lines that are drug resistant due to a mutation in the tumor suppressor gene p53 is unclear. Therefore, we studied the in vitro cytotoxic effects of TNF combined with various cytotoxic agents in a model consisting of a human ovarian cancer cell line containing endogenous wild-type p53 (wtp53) and sublines that were made drug resistant against various cytotoxic agents by transfection of several forms of mutated p53 (mtp53). Using the microculture tetrazolium assay, the cytotoxic effects of TNF alone, the cytotoxic agents VM-26, melphalan, cisplatin, vinblastine, paclitaxel, and mitoxantrone, plus the combined effects of 10 ng/ml TNF added 30 min before various concentrations of the cytotoxic agents were established. Compared with the control cell line (A2780/cmv), two cell lines transfected with mtp53 (A2780/m248 and A2780/m273) showed increased resistance against several cytotoxic agents but also an enhanced sensitivity to TNF. Interaction of TNF with the cytotoxic drugs was additive in the drug-sensitive control cell line as well as in the drug-resistant sublines. However, because of the increased sensitivity of A2780/m248 to TNF at the dose used for the combinations, the combination of TNF with several cytotoxic drugs reduced the level of resistance in A2780/m248 compared with the control cell line A2780/cmv. In conclusion, this study shows that addition of TNF can ameliorate resistance to cytotoxic agents in a subline that is drug-resistant because of mutated p53. This reduction in resistance by TNF is not due to synergistic interaction, but to collateral sensitivity to TNF.
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Affiliation(s)
- S Sleijfer
- Department of Medical Oncology, University Hospital, Groningen, The Netherlands
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Le TK, Schalkwijk J, van de Kerkhof PC, van Haelst U, van der Valk PG. A histological and immunohistochemical study on chronic irritant contact dermatitis. Am J Contact Dermat 1998; 9:23-8. [PMID: 9471983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
BACKGROUND Chronic irritant contact dermatitis (CICD) is characterized by erythema, scaling, hyperkeratosis, chapping and fissures. It may be the result of skin damage evoked by the cumulative effect of a variety of irritant stimuli. The diagnosis of CICD is made on basis of the patient's history and clinical features. No specific diagnostic tests are available. OBJECTIVE The histopathologic and cell biological features of CICD have not been extensively studied. Here, we describe the histological and immunohistological changes in CICD. METHODS Punch biopsies were taken from 11 patients with CICD for hematoxylin eosin and immunohistochemical stainings. Four skin biopsies of the palms of the hands of healthy volunteers served as controls. RESULTS The histopathologic pattern was characterized by different grades of hyperkeratosis, parakeratosis, spongiosis, exocytosis, acanthosis, and mononuclear perivascular infiltrates. Mitotic activity, as measured by Ki-67-staining in the epidermis, was increased fourfold in involved skin as compared with normal skin. Involucrin, a structural protein of the cornified envelope, was expressed from the stratum granulosum throughout the stratum spinosum in all patients with CICD and was upregulated in comparison with normal skin. Epidermal fatty-acid binding protein (E-FABP), a terminal differentiation marker, was proportionally unaltered in the CICD as compared with the normal skin and was localized from the stratum granulosum to the upper layers of the stratum spinosum. Cytokeratin 16, a differentiation marker expressed in hyperproliferative epidermis, was markedly increased from the stratum granulosum throughout the stratum spinosum in 5 out of 11 patients with CICD. Skin-derived antiproteinase (SKALP)/elafin, a proteinase inhibitor expressed in inflamed epidermis, was only detected within the stratum granulosum in 3 out of 11 patients. CONCLUSION We conclude that CICD is clinically characterized by features of a chronic dermatitis and, at the histological level, by inflammatory changes, epidermal hyperproliferation and altered differentiation.
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Affiliation(s)
- T K Le
- Department of Dermatology, University Hospital Nijmegen, The Netherlands
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Le TK, De Mon P, Schalkwijk J, van der Valk PG. Effect of a topical corticosteroid, a retinoid and a vitamin D3 derivative on sodium dodecyl sulphate induced skin irritation. Contact Dermatitis 1997; 37:19-26. [PMID: 9255481 DOI: 10.1111/j.1600-0536.1997.tb00369.x] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Exposure of the skin to sodium dodecyl sulfate (SDS) leads to disruption of barrier and skin irritation. We used repetitive short exposure to a low molarity SDS solution as an in vivo model to mimic the development of irritant contact dermatitis. In this model, we studied clinical (erythema), functional (transepidermal water loss(TEWL)) and cell biological changes. 24 healthy volunteers were patch tested with SDS (0.2%) for 4 h a day for 5 consecutive days. After removal of the patches, the exposed sites were treated 1 X daily either with a topical corticosteroid (triamcinolon acetonide cream 0.05%), a retinoid (tretinoin cream 0.025%), or a vitamin D3 derivative (calcipotriol ointment 50 micrograms/g). Irritant reactions were assessed by erythema scoring and measurement of barrier function with TEWL up to 14 days after the first challenge. Skin biopsies were taken for cell biological changes at day 4. Vehicle-treated sites served as controls. Repetitive exposure of human skin to SDS resulted in a gradual increase in erythema scoring and TEWL associated with the upregulation of proliferative cells as measured by the expression of Ki-67-antigen and of differentiation markers, visualized by increased expression of involucrin and epidermal-fatty-acid binding protein (E-FABP). Skin irritation as assessed by erythema scoring and TEWL was not significantly suppressed by triamcinolone cream. However, a significant reduction of the number of cycling keratinocytes and a decrease in involucrin positive cell layers was observed in this group. Neither treatment with calcipotriol ointment nor with tretinoin cream induced improvement of skin irritation as judged by visual scoring and TEWL. In contrast to steroid treatment, no significant effect of calcipotriol ointment or tretinoin cream treatment was observed with regard to the number of cycling cells and differentiation markers. Further studies are needed to assess whether treatment with topical corticosteroids is an effective modality in skin irritation and irritant contact dermatitis.
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Affiliation(s)
- T K Le
- Department of Dermatology, University Hospital Nijmegen, The Netherlands
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Bui XV, Phan TS, Tran TV, Le TK, Nguyen TP, Pham CK. [Efficacy of pyrantel pamoate in ascaridiasis in Vietmanese children]. Med Trop (Mars) 1997; 57:99-100. [PMID: 9289624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
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Le TK, van der Valk PG, Schalkwijk J, van de Kerkhof PC. Changes in epidermal proliferation and differentiation in allergic and irritant contact dermatitis reactions. Br J Dermatol 1995; 133:236-40. [PMID: 7547390 DOI: 10.1111/j.1365-2133.1995.tb02621.x] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Allergic and irritant contact dermatitis are similar clinically, histologically and on immunohistochemistry. In the present investigation, we assessed whether study of the recruitment of cycling epidermal cells, and the expression of keratin 16 and involucrin, are of use in differentiating between the response to contact allergens and the response to the irritant detergent sodium lauryl sulphate. Both allergic and irritant challenges induced epidermal proliferation, and the expression of keratin 16 and involucrin, but the dynamics were different. Two and 3 days after challenge, a highly significant difference between the allergic and irritant reactions was observed with respect to involucrin expression assessed by MON-150 staining.
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Affiliation(s)
- T K Le
- Department of Dermatology, University of Nijmegen, The Netherlands
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