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Johari M, Attar A, Eghtedari D, Razavizadegan SA. Characteristics of macular edema associated with retinal vein occlusion showing poor anatomic response to three loading anti-vascular endothelial growth factor injections: an optical coherence tomography analysis. BMC Ophthalmol 2024; 24:30. [PMID: 38254100 PMCID: PMC10801953 DOI: 10.1186/s12886-024-03298-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 01/15/2024] [Indexed: 01/24/2024] Open
Abstract
PURPOSE To analyze the clinical features of refractory cystoid macular edema related to retinal vein occlusion associated with the response to three consecutive loading doses of anti-vascular endothelial growth factor. METHODS A retrospective chart review was performed on retinal vein occlusion patients treated by three anti-vascular endothelial growth factor injections. They were divided into a group according to resolution of macular edema in optical coherence tomography (Group 1) and with persistent macular edema (Group 2). We analyzed qualitative and quantitative morphologic features of optical coherence tomography. RESULTS We enrolled a total of 120 eyes from 120 patients (Group 1: n = 54, Group 2: n = 66). The baseline choroidal thickness differed significantly between groups 1 and 2 (290.70 ± 19.58 μm and 311.06 ± 17.87 μm P < 0.001). The presence of Hyperreflective foci (16.70% vs. 36.40% P < 0.001), Disorganization of the retinal inner layers (14.80% vs. 87.90%) and external limiting membrane disruption (16.60% vs. 39.3% P < 0.001) differed significantly. Logistic regression analysis showed that the initial central macular thickness (B = 0.012; P = 0.006), baseline choroidal thickness (B = 0.232; P = 0.016) and presence of hyperreflective foci (B = 1.050; P = 0.019), disorganization of the retinal inner layers (B = 1.132; P = 0.001) and external limiting membrane disruption (B = 1.575; P = 0.012) significantly affected the anti-vascular endothelial growth factor treatment response. CONCLUSION A thicker sub-fovea choroid and the presence of hyperreflective foci, disruption of the external limiting membrane and disorganization of the retinal inner layers associated with a poorer response to three loading anti-vascular endothelial growth factor injections in macular edema associated retinal vein occlusion.
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Affiliation(s)
- Mohammadkarim Johari
- Poostchi Ophthalmology Research Center, Department of Ophthalmology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran.
| | - Alireza Attar
- Poostchi Ophthalmology Research Center, Department of Ophthalmology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Dorna Eghtedari
- Poostchi Ophthalmology Research Center, Department of Ophthalmology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Seyed Ahmad Razavizadegan
- Poostchi Ophthalmology Research Center, Department of Ophthalmology, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
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Anwar S, Nath M, Gottlob I, Proudlock FA. Severity of cystoid macular oedema in preterm infants observed using hand-held spectral domain optical coherence tomography improves weekly with postmenstrual age. Eye (Lond) 2023; 37:3009-3014. [PMID: 36928228 PMCID: PMC10516860 DOI: 10.1038/s41433-023-02461-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 12/09/2022] [Accepted: 02/20/2023] [Indexed: 03/18/2023] Open
Abstract
OBJECTIVE To investigate the relationship between cystoid macular oedema (CMO) measured in preterm infants using hand-held spectral domain optical coherence tomography (HH SD-OCT), with gestational age at birth (GA), birthweight (BW), diagnosis of retinopathy of prematurity (ROP) and the presence or absence of the external limiting membrane (ELM). METHODS We conducted a prospective mixed cross-sectional/longitudinal observational study of 112 participants (23 to 36 weeks GA; n = 25 with, and n = 87 without, CMO). Retinal images were acquired using 344 HH SD-OCT (n = 66 with and n = 278 without, CMO) between 31 to 44 weeks postmenstrual age (PMA). CMO type ('fovea' and 'dome') was measured using thickness, width, area and peak. RESULTS CMO was observed in 22.9% of preterm infants, and 19.2% of images. The mean values for thickness, width, area and peak of 'dome' CMO were 128.47 µm (SD +/- 34.23), 3624.45 µm (SD +/- 1323.03), 0.49 mm2 (SD +/- 0.28) and 279.81 µm (SD +/- 13.57) respectively. The mean values for thickness, width, area and peak of 'fovea' CMO were 64.37 µm (SD +/- 17.11), 2226.28 µm (SD +/- 1123.82), 0.16 mm2 (SD +/- 0.11) and 95.03 µm (SD +/- 26.99) respectively. Thickness, area width and peak were significantly greater for 'dome CMO compared with 'fovea' CMO (P < 0.0001 for thickness, area and peak; P < 0.01 for width). Area and width significantly decreased with PMA for 'dome' and 'fovea' CMO (p = 0.0028; p < 0.001 respectively). No association was found between the presence of ROP and the detection of CMO or detection of CMO with absence of ELM. CONCLUSIONS HH -OCT in preterm infants demonstrates that the severity of CMO appearance improves each week for both fovea and dome CMO.
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Affiliation(s)
- Samira Anwar
- Department of Ophthalmology, University Hospitals of Leicester NHS Trust, Leicester, UK.
- University of Leicester Ulverscroft Eye Unit, Robert Kilpatrick Clinical Sciences Building Leicester Royal Infirmary, Leicester, UK.
| | - Mintu Nath
- Institute of Applied Health Sciences, Polwarth Building, University of Aberdeen, Aberdeen, Scotland
| | - Irene Gottlob
- University of Leicester Ulverscroft Eye Unit, Robert Kilpatrick Clinical Sciences Building Leicester Royal Infirmary, Leicester, UK
| | - F A Proudlock
- University of Leicester Ulverscroft Eye Unit, Robert Kilpatrick Clinical Sciences Building Leicester Royal Infirmary, Leicester, UK
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Which Explanatory Variables Contribute to the Classification of Good Visual Acuity over Time in Patients with Branch Retinal Vein Occlusion with Macular Edema Using Machine Learning? J Clin Med 2022; 11:jcm11133903. [PMID: 35807188 PMCID: PMC9267411 DOI: 10.3390/jcm11133903] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/18/2022] [Accepted: 07/02/2022] [Indexed: 02/01/2023] Open
Abstract
This study’s goal is to determine the accuracy of a linear classifier that predicts the prognosis of patients with macular edema (ME) due to a branch retinal vein occlusion during the maintenance phase of antivascular endothelial growth factor (anti-VEGF) therapy. The classifier was created using the clinical information and optical coherence tomographic (OCT) findings obtained up to the time of the first resolution of ME. In total, 66 eyes of 66 patients received an initial intravitreal injection of anti-VEGF followed by repeated injections with the pro re nata (PRN) regimen for 12 months. The patients were divided into two groups: those with and those without good vision during the PRN phase. The mean AUC of the classifier was 0.93, and the coefficients of the explanatory variables were: best-corrected visual acuity (BCVA) at baseline was 0.66, BCVA at first resolution of ME was 0.51, age was 0.21, the average brightness of the ellipsoid zone (EZ) was −0.12, the intactness of the external limiting membrane (ELM) was −0.14, the average brightness of the ELM was −0.17, the brightness value of EZ was −0.17, the area of the outer segments of the photoreceptors was −0.20, and the intactness of the EZ was −0.24. This algorithm predicted the prognosis over time for individual patients during the PRN phase.
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Disorganization of retinal inner layers: diagnostic and clinical characteristics. OPHTHALMOLOGY JOURNAL 2022. [DOI: 10.17816/ov104631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Abstract
This review describes the current state of knowledge oт the phenomenon of disorganization of retinal inner layers. DRIL is characterized by alteration of microcirculation in retinal capillary plexuses detected with optical coherence tomography angiography, alteration of several inner layers of the retina with the inability to differentiate them on optical coherence tomography, and by an impact on the quality of vision. Disorganization of retinal inner layers occurs in a number of different vascular retinal disorders, which indicates its importance as a clinical biomarker and clinical significance. However, the literature data on disorganization of retinal inner layers are still limited, and questions about the pathogenesis of this disease warrant further investigations.
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Yin S, Cui Y, Jiao W, Zhao B. Potential Prognostic Indicators for Patients With Retinal Vein Occlusion. Front Med (Lausanne) 2022; 9:839082. [PMID: 35692537 PMCID: PMC9174432 DOI: 10.3389/fmed.2022.839082] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2021] [Accepted: 02/16/2022] [Indexed: 11/13/2022] Open
Abstract
The second most prevalent cause of retinal vascular disease is retinal vein occlusion (RVO). RVO raises intravascular pressure in the capillary and veins, triggering vessel barrier collapse and subsequent leaking of blood or plasma components into the tissue (edema). Macular edema (ME) is a major complication of RVO that results in significant visual impairment. Laser therapy, intravitreal steroid injections, and vascular endothelial growth factor (VEGF) inhibitors are the major therapeutic techniques. Different therapies reduce ME of RVO and improve visual activity. However, some people have no impact on the resolution of ME, while others have a poor visual prognosis despite full ME cure. There are many investigators who studied the relationship between indicators of various instruments with visual activity. However, a summary of those findings is currently lacking. Therefore, we will focus on the predictive factors of different studies associated with positive visual activity outcomes, which would be very useful and important to help address both treatment expectations and methods for patients with RVO.
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Affiliation(s)
- Shan Yin
- The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Yanyan Cui
- Department of Ophthalmology, Liaocheng People’s Hospital, Liaocheng, China
| | - Wanzhen Jiao
- Department of Ophthalmology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
| | - Bojun Zhao
- Department of Ophthalmology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, China
- *Correspondence: Bojun Zhao,
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Zhang Q, Hou Y, Cao X, Zhang R, Liu Y, Wei C, Wu C, Mei L, Zhang P. Predictors of visual recovery in patients with macular edema secondary to central retinal vein occlusion after treatment with Conbercept. BMC Ophthalmol 2021; 21:402. [PMID: 34809591 PMCID: PMC8609841 DOI: 10.1186/s12886-021-02174-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 11/10/2021] [Indexed: 11/24/2022] Open
Abstract
Background The use of Spectral domain optical coherence tomography (SD-OCT) to evaluate the predictors of visual acuity-recovery in patients treated with conbercept for macular edema (ME) secondary to central retinal vein occlusion (CRVO) has rarely been seen. We collected 26 CRVO-ME patients with different OCT measures at 6 months follow-up to identify the factors that are most strongly correlated with the best-corrected visual acuity (BCVA) post-treatment in CRVO-ME patients treated with conbercept. Purpose To evaluate the effectiveness of intravitreal conbercept injections for the treatment of CRVO-ME and to determine the major predictors of best-corrected visual acuity (BCVA) post-treatment. Methods A retrospective study methodology was used. Twenty-six eyes from 26 patients with CRVO-ME were enrolled in the study. After an initial intravitreal injection of conbercept (0.5 mg/0.05 ml), monthly injections for up to 6 months were given following a 1 + PRN (pro re nata) regimen. Data collected at monthly intervals included measurements of the logMAR BCVA, central subfield thickness (CST), macular volume (MV), photoreceptor layer thickness (PLT), outer nuclear layer thickness (ONLT), and the disrupted ellipsoid zone (DEZ). The correlation between BCVA, before and after injections, and each of CST, MV, PLT, ONLT, DEZ was analyzed. Results The logMAR BCVA in months 3 and 6 post-injection was significantly improved relative to the baseline. In this same period the CST, MV, PLT, ONLT and DEZ were also significantly improved relative to the baseline. There was a negative correlation between PLT and logMAR BCVA at months 3 and 6 after treatment (r = − 0.549, P < 0.001; r = − 0.087, P < 0.001). Conclusion Intravitreal injection of conbercept is an effective treatment for CRVO-ME. With 6 months of follow-up, logMAR BCVA and CST, MV, PLT, ONLT, DEZ improved. PLT was negatively correlated with the visual function in CRVO-ME patients after conbercept treatment, which may be a predictor of vision recovery in patients with CRVO-ME.
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Affiliation(s)
- Qi Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Yinfen Hou
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Xiao Cao
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Rongrong Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Yinping Liu
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Chenghua Wei
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Changfan Wu
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Lixin Mei
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China
| | - Pengfei Zhang
- Department of Ophthalmology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu, 241001, China.
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Matsui Y, Imamura K, Ooka M, Chujo S, Mase Y, Matsubara H, Kawanaka H, Kondo M. Classification of good visual acuity over time in patients with branch retinal vein occlusion with macular edema using support vector machine. Graefes Arch Clin Exp Ophthalmol 2021; 260:1501-1508. [PMID: 34773490 DOI: 10.1007/s00417-021-05455-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2021] [Revised: 10/03/2021] [Accepted: 10/12/2021] [Indexed: 10/19/2022] Open
Abstract
PURPOSE To identify the eyes with macular edema (ME) due to a branch retinal vein occlusion (BRVO) that have good visual acuity during the continuous anti-vascular endothelial growth factor (anti-VEGF) treatment based on the patients' clinical information and optical coherence tomography (OCT) images by using machine learning. METHODS Sixty-six eyes of 66 patients received 1 anti-VEGF injection followed by repeated injections in the pro re nata (PRN) regimen for 12 months. The patients were divided into two groups: those with and those without good vision during the 1-year experimental period. Handcraft features were defined from the OCT images at the time of the first resolution of the ME. Variables with a significant difference between the groups were used as explanatory variables. A classifier was created with handcrafted features based on a support vector machine (SVM) that adjusted parameters for increasing maximal precision. RESULTS The age, best-corrected visual acuity (BCVA) at the baseline, BCVA at the first resolution of the ME, integrity and reflectivity of the external limiting membrane (ELM), the ellipsoid zone (EZ), and area of the outer segments of the photoreceptors were selected as explanatory variables. The classification performance was 0.806 for accuracy, 0.768 for precision, 0.772 for recall, and 0.752 for the F-measure. CONCLUSION The use of the SVM of the patient's clinical information and OCT images can be helpful for determining the prognosis of the BCVA during continued pro re nata anti-VEGF treatment in eyes with ME associated with BRVO.
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Affiliation(s)
- Yoshitsugu Matsui
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan.
| | - Kazuya Imamura
- Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan
| | - Mihiro Ooka
- Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan
| | - Shinichiro Chujo
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Yoko Mase
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Hisashi Matsubara
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
| | - Hiroharu Kawanaka
- Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan
| | - Mineo Kondo
- Department of Ophthalmology, Mie University Graduate School of Medicine, 2-174 Edobashi, Tsu, Mie, 514-8507, Japan
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Wang J, Cui Y, Vingopoulos F, Kasetty M, Silverman RF, Katz R, Kim L, Miller JB. Disorganisation of retinal inner layers is associated with reduced contrast sensitivity in retinal vein occlusion. Br J Ophthalmol 2020; 106:241-245. [PMID: 33172863 DOI: 10.1136/bjophthalmol-2020-317615] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 10/07/2020] [Accepted: 10/20/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND/AIMS To determine if disorganisation of retinal inner layers (DRIL) is associated with reduced contrast sensitivity (CS) in patients with retinal vein occlusion (RVO) with a history of macular oedema (ME). METHODS Prospective, observational cohort study. Patients with a history of ME secondary to central retinal vein occlusion (CRVO) or branch retinal vein occlusion (BRVO) from October 2017 to July 2019 at a single institution were included. Patients underwent complete ophthalmic examination, spectral domain optical coherence tomography (SD-OCT) and CS testing using the quick contrast sensitivity function (qCSF) method. Eyes with coexisting macular disease were excluded. SD-OCT images were analysed for presence and extent of DRIL, intraretinal fluid (IRF), subretinal fluid (SRF), hyperreflective foci, epiretinal membrane (ERM), external limiting membrane (ELM) disruption, ellipsoid zone (EZ) disruption, central macular thickness (CMT) and central foveal thickness (CFT). Multivariable mixed-effect linear regressions were performed for the area under the log contrast sensitivity function (AULCSF) using Stata (StataCorp). P values <0.05 were considered significant. RESULTS 58 visits from 31 patients were included (1.9±1.2 visits per patient). 29 (50%) were for CRVO. The average age was 63.9±10.5 years. On multivariable analysis, DRIL extent (p<0.001), CMT (p=0.007), CFT (p=0.024) and moderate cataract (p=0.001) were significantly associated with worse AULCSF. CONCLUSIONS DRIL extent is associated with reduced CS in eyes with ME secondary to RVO. DRIL is an imaging feature that has important implications for visual function.
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Affiliation(s)
| | | | | | | | | | | | | | - John B Miller
- Harvard Medical School, Department Of Ophthalmology, Retina Service, Massachusetts Eye and Ear Infirmary Department of Ophthalmology, Boston, Massachusetts, USA
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Avrutsky MI, Ortiz CC, Johnson KV, Potenski AM, Chen CW, Lawson JM, White AJ, Yuen SK, Morales FN, Canepa E, Snipas S, Salvesen GS, Jean YY, Troy CM. Endothelial activation of caspase-9 promotes neurovascular injury in retinal vein occlusion. Nat Commun 2020; 11:3173. [PMID: 32576823 PMCID: PMC7311551 DOI: 10.1038/s41467-020-16902-5] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Accepted: 06/02/2020] [Indexed: 12/27/2022] Open
Abstract
Central nervous system ischemic injury features neuronal dysfunction, inflammation and breakdown of vascular integrity. Here we show that activation of endothelial caspase-9 after hypoxia-ischemia is a critical event in subsequent dysfunction of the blood-retina barrier, using a panel of interrelated ophthalmic in vivo imaging measures in a mouse model of retinal vein occlusion (RVO). Rapid nonapoptotic activation of caspase-9 and its downstream effector caspase-7 in endothelial cells promotes capillary ischemia and retinal neurodegeneration. Topical eye-drop delivery of a highly selective caspase-9 inhibitor provides morphological and functional retinal protection. Inducible endothelial-specific caspase-9 deletion phenocopies this protection, with attenuated retinal edema, reduced inflammation and preserved neuroretinal morphology and function following RVO. These results reveal a non-apoptotic function of endothelial caspase-9 which regulates blood-retina barrier integrity and neuronal survival, and identify caspase-9 as a therapeutic target in neurovascular disease. Retinal vein occlusion can cause blindness, and features neuronal dysfunction, inflammation and breakdown of vascular integrity. Here the authors report a non-apoptotic role of endothelial caspase-9 in regulating blood-retina barrier integrity and neuronal survival, which can be therapeutically targeted in a mouse model of retinal vein occlusion.
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Affiliation(s)
- Maria I Avrutsky
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Crystal Colón Ortiz
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Kendra V Johnson
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Anna M Potenski
- Department of Pharmacology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Claire W Chen
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Jacqueline M Lawson
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Alexandra J White
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Stephanie K Yuen
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Fatima N Morales
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Elisa Canepa
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Scott Snipas
- NCI-designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute La Jolla, La Jolla, CA, 92037, USA
| | - Guy S Salvesen
- NCI-designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute La Jolla, La Jolla, CA, 92037, USA
| | - Ying Y Jean
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA
| | - Carol M Troy
- Department of Pathology & Cell Biology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA. .,Department of Neurology; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA. .,The Taub Institute for Research on Alzheimer's Disease and the Aging Brain; Vagelos College of Physicians and Surgeons, Columbia University, New York, NY, 10032, USA.
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