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Chen X, Mangalesh S, He J, Winter KP, Tai V, Toth CA, Ying GS. Early Single-Examination Optical Coherence Tomography Biomarkers for Treatment-Requiring Retinopathy of Prematurity. Invest Ophthalmol Vis Sci 2024; 65:21. [PMID: 38591938 PMCID: PMC11008747 DOI: 10.1167/iovs.65.4.21] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 03/11/2024] [Indexed: 04/10/2024] Open
Abstract
Purpose Optical coherence tomography (OCT) is an emerging adjunct imaging modality to evaluate retinopathy of prematurity (ROP). From an 11-year research database, we identify early OCT biomarkers that predict treatment-requiring ROP (TR-ROP). Methods For preterm infants with acceptable OCT images at 32 ± 1 weeks postmenstrual age (PMA), we extracted the following measures: total retina, inner retinal layer (IRL), and outer retinal layer (ORL) thicknesses at the fovea and the parafovea, inner nuclear layer (INL) and choroidal thickness, parafovea/fovea (P/F) ratio, and presence of macular edema. Using univariable and multivariable logistic regression models, we evaluated the association between retinal and choroidal OCT measurements at 32 ± 1 weeks PMA and development of TR-ROP. Results Of 277 eyes (145 infants) with usable OCT images, 67 eyes had TR-ROP. Lower P/F ratio (P < 0.0001), thicker foveal IRL (P = 0.0001), and thinner choroid (P = 0.03) were associated with TR-ROP in univariable analysis, but lost significance of association when adjusted for gestational age and race. Absence of macular edema was associated with TR-ROP when adjusted for gestational age and race (P = 0.01). In 185 eyes without macular edema, P/F ratio was associated with TR-ROP in both univariable analysis (P < 0.0001) and multivariable analysis (P = 0.02) with adjustment for gestational age and race. Conclusions Presence of macular edema at 32 ± 1 weeks PMA in infants with lower gestational age may be protective against TR-ROP. In infants without macular edema, P/F ratio may be an early OCT biomarker for development of TR-ROP. Incorporation of early OCT biomarkers may be useful in prediction of TR-ROP.
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Affiliation(s)
- Xi Chen
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina, United States
| | - Shwetha Mangalesh
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina, United States
| | - Jocelyn He
- Center for Preventive Ophthalmology and Biostatistics, University of Pennsylvania, Philadelphia, Pennsylvania, United States
| | - Katrina P. Winter
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina, United States
| | - Vincent Tai
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina, United States
| | - Cynthia A. Toth
- Department of Ophthalmology, Duke University Eye Center, Durham, North Carolina, United States
| | - Gui-Shuang Ying
- Center for Preventive Ophthalmology and Biostatistics, University of Pennsylvania, Philadelphia, Pennsylvania, United States
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Ahronovich E, Shen JH, Vadakkan TJ, Prasad R, Joos KM, Simaan N. Five degrees-of-freedom mechanical arm with remote center of motion (RCM) device for volumetric optical coherence tomography (OCT) retinal imaging. BIOMEDICAL OPTICS EXPRESS 2024; 15:1150-1162. [PMID: 38404307 PMCID: PMC10890879 DOI: 10.1364/boe.505294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 10/21/2023] [Accepted: 12/10/2023] [Indexed: 02/27/2024]
Abstract
Handheld optical coherence tomography (HH-OCT) is gaining popularity for diagnosing retinal diseases in neonates (e.g. retinopathy of prematurity). Diagnosis accuracy is degraded by hand tremor and patient motion when using commercially available handheld retinal OCT probes. This work presents a low-cost arm designed to address ergonomic challenges of holding a commercial OCT probe and alleviating hand tremor. Experiments with a phantom eye show enhanced geometric uniformity and volumetric accuracy when obtaining OCT scans with our device compared to handheld imaging approaches. An in-vivo porcine volumetric image was also obtained with the mechanical arm demonstrating clinical deployability.
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Affiliation(s)
- Elan Ahronovich
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Jin-Hui Shen
- Vanderbilt Eye Institute, Vanderbilt University 2311 Pierce Avenue Nashville, TN 37232, USA
| | - Tegy J. Vadakkan
- Vanderbilt University Cell Imaging Shared Resources (CISR), Nashville, TN, USA
| | - Ratna Prasad
- Vanderbilt Eye Institute, Vanderbilt University 2311 Pierce Avenue Nashville, TN 37232, USA
| | - Karen M. Joos
- Vanderbilt Eye Institute, Vanderbilt University 2311 Pierce Avenue Nashville, TN 37232, USA
- Department of Biomedical Engineering, Vanderbilt University, Nashville, TN, USA
| | - Nabil Simaan
- Department of Mechanical Engineering, Vanderbilt University, Nashville, TN, USA
- Department of Computer Science, Vanderbilt University, Nashville, TN, USA
- Department of Otolaryngology-Head & Neck Surgery, Vanderbilt University, Nashville, TN, USA
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He Y, Chen X, Tsui I, Vajzovic L, Sadda SR. Insights into the developing fovea revealed by imaging. Prog Retin Eye Res 2022; 90:101067. [PMID: 35595637 DOI: 10.1016/j.preteyeres.2022.101067] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2022] [Revised: 04/21/2022] [Accepted: 04/24/2022] [Indexed: 11/17/2022]
Abstract
Early development of the fovea has been documented by histological studies over the past few decades. However, structural distortion due to sample processing and the paucity of high-quality post-mortem tissue has limited the effectiveness of this approach. With the continuous progress in high-resolution non-invasive imaging technology, most notably optical coherence tomography (OCT) and OCT angiography (OCT-A), in vivo visualization of the developing retina has become possible. Combining the information from histologic studies with this novel imaging information has provided a more complete and accurate picture of retinal development, and in particular the developing fovea. Advances in neonatal care have increased the survival rate of extremely premature infants. However, with enhanced survival there has been an attendant increase in retinal developmental complications. Several key abnormalities, including a thickening of the inner retina at the foveal center, a shallower foveal pit, a smaller foveal avascular zone, and delayed development of the photoreceptors have been described in preterm infants when compared to full-term infants. Notably these abnormalities, which are consistent with a partial arrest of foveal development, appear to persist into later childhood and adulthood in these eyes of individuals born prematurely. Understanding normal foveal development is vital to interpreting these pathologic findings associated with prematurity. In this review, we first discuss the various advanced imaging technologies that have been adapted for imaging the infant eye. We then review the key events and steps in the development of the normal structure of the fovea and contrast structural features in normal and preterm retina from infancy to childhood. Finally, we discuss the development of the perifoveal retinal microvasculature and highlight future opportunities to expand our understanding of the developing fovea.
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Affiliation(s)
- Ye He
- Department of Ophthalmology, University of California - Los Angeles, Los Angeles, CA, USA; Doheny Eye Institute, Pasadena, CA, USA; Tianjin Key Laboratory of Retinal Functions and Diseases, Tianjin Branch of National Clinical Research Center for Ocular Disease, Eye Institute and School of Optometry, Tianjin Medical University Eye Hospital, China
| | - Xi Chen
- Department of Ophthalmology, Duke Eye Center, Duke University, Durham, NC, USA
| | - Irena Tsui
- Department of Ophthalmology, University of California - Los Angeles, Los Angeles, CA, USA; Doheny Eye Institute, Pasadena, CA, USA
| | - Lejla Vajzovic
- Department of Ophthalmology, Duke Eye Center, Duke University, Durham, NC, USA
| | - Srinivas R Sadda
- Department of Ophthalmology, University of California - Los Angeles, Los Angeles, CA, USA; Doheny Eye Institute, Pasadena, CA, USA.
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Patel PR, Imperio R, Viehland C, Tran-Viet D, Chiu SJ, Tai V, Izatt JA, Toth CA, Chen X. Depth-Resolved Visualization of Perifoveal Retinal Vasculature in Preterm Infants Using Handheld Optical Coherence Tomography Angiography. Transl Vis Sci Technol 2021; 10:10. [PMID: 34357383 PMCID: PMC8356566 DOI: 10.1167/tvst.10.9.10] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Purpose To establish methods to visualize depth-resolved perifoveal retinal vasculature in preterm infants using handheld optical coherence tomography angiography (OCT-A). Methods In this exploratory study, eyes of preterm infants were imaged using an investigational noncontact, handheld swept-source OCT-A device as part of the prospective BabySTEPS infant retinal imaging study. We selected high-quality OCT-A volumes at two developmental stages for analysis. Customized MATLAB scripts were used to segment retinal layers, test offset parameters, and generate depth-resolved OCT-A slabs. The superficial (SCP), intermediate (ICP), and deep (DCP) capillary plexuses were visualized and qualitatively assessed by three image graders. Results Six eyes from six preterm infants were included in this analysis. A three-layered perifoveal retinal vasculature was successfully visualized in all three eyes (three infants) in the 40 weeks postmenstrual age (PMA) group (one of three eyes with treated type 1 retinopathy of prematurity [ROP]). No obvious ICP or DCP was found in good-quality scans of the three eyes (three infants) in the 35 weeks PMA group (three of three eyes developed type 1 ROP). Conclusions Custom segmentation parameters are useful to visualize perifoveal retinal vasculature in preterm infants. At term age, a three-layered capillary structure is visible in most eyes, while prior to detectable flow within the ICP and DCP, the perifoveal vasculature may be better visualized in two layers. Translational Relevance Development of segmentation parameters for depth-resolved OCT-A of perifoveal retinal vasculature in preterm infants facilitates the study of human retinal vascular development and vascular pathologies of ROP.
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Affiliation(s)
- Pujan R Patel
- Department of Ophthalmology, Duke University, Durham, NC, USA.,Drexel University College of Medicine, Philadelphia, PA, USA
| | - Ryan Imperio
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | | | - Du Tran-Viet
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | | | - Vincent Tai
- Department of Ophthalmology, Duke University, Durham, NC, USA
| | - Joseph A Izatt
- Department of Ophthalmology, Duke University, Durham, NC, USA.,Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Cynthia A Toth
- Department of Ophthalmology, Duke University, Durham, NC, USA.,Department of Biomedical Engineering, Duke University, Durham, NC, USA
| | - Xi Chen
- Department of Ophthalmology, Duke University, Durham, NC, USA
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