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Early inner plexiform layer thinning and retinal nerve fiber layer thickening in excitotoxic retinal injury using deep learning-assisted optical coherence tomography

Ma, Da; Deng, Wenyu; Khera, Zain; Sajitha, Thajunnisa A; Wang, Xinlei; Wollstein, Gadi; Schuman, Joel S; Lee, Sieun; Shi, Haolun; Ju, Myeong Jin; Matsubara, Joanne; Beg, Mirza Faisal; Sarunic, Marinko; Sappington, Rebecca M; Chan, Kevin C
Excitotoxicity from the impairment of glutamate uptake constitutes an important mechanism in neurodegenerative diseases such as Alzheimer's, multiple sclerosis, and Parkinson's disease. Within the eye, excitotoxicity is thought to play a critical role in retinal ganglion cell death in glaucoma, diabetic retinopathy, retinal ischemia, and optic nerve injury, yet how excitotoxic injury impacts different retinal layers is not well understood. Here, we investigated the longitudinal effects of N-methyl-D-aspartate (NMDA)-induced excitotoxic retinal injury in a rat model using deep learning-assisted retinal layer thickness estimation. Before and after unilateral intravitreal NMDA injection in nine adult Long Evans rats, spectral-domain optical coherence tomography (OCT) was used to acquire volumetric retinal images in both eyes over 4 weeks. Ten retinal layers were automatically segmented from the OCT data using our deep learning-based algorithm. Retinal degeneration was evaluated using layer-specific retinal thickness changes at each time point (before, and at 3, 7, and 28 days after NMDA injection). Within the inner retina, our OCT results showed that retinal thinning occurred first in the inner plexiform layer at 3 days after NMDA injection, followed by the inner nuclear layer at 7 days post-injury. In contrast, the retinal nerve fiber layer exhibited an initial thickening 3 days after NMDA injection, followed by normalization and thinning up to 4 weeks post-injury. Our results demonstrated the pathological cascades of NMDA-induced neurotoxicity across different layers of the retina. The early inner plexiform layer thinning suggests early dendritic shrinkage, whereas the initial retinal nerve fiber layer thickening before subsequent normalization and thinning indicates early inflammation before axonal loss and cell death. These findings implicate the inner plexiform layer as an early imaging biomarker of excitotoxic retinal degeneration, whereas caution is warranted when interpreting the ganglion cell complex combining retinal nerve fiber layer, ganglion cell layer, and inner plexiform layer thicknesses in conventional OCT measures. Deep learning-assisted retinal layer segmentation and longitudinal OCT monitoring can help evaluate the different phases of retinal layer damage upon excitotoxicity.
PMCID:10835918
PMID: 38303097
ISSN: 2051-5960
CID: 5626852

INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE [Meeting Abstract]

Yu, Kevin; Bang, Ji Won; Wollstein, Gadi; Schuman, Joel S.; Chan, Kevin C.
ISI:001312227704085
ISSN: 0146-0404
CID: 5765682

Accuracy and Usability of Smartphone-Based Distance Estimation Approaches for Visual Assistive Technology Development

Hamilton-Fletcher, Giles; Liu, Mingxin; Sheng, Diwei; Feng, Chen; Hudson, Todd E; Rizzo, John-Ross; Chan, Kevin C
PMCID:10939328
PMID: 38487094
ISSN: 2644-1276
CID: 5737842

Associations between Visual Cortex Metabolism and Visual Field Loss Patterns in Glaucoma [Meeting Abstract]

Pang, Yueyin; Bang, Ji Won; Parra, Carlos; Wollstein, Gadi; Schuman, Joel S.; Wang, Mengyu; Chan, Kevin C.; Pang, Yueyin; Bang, Ji Won; Parra, Carlos; Wollstein, Gadi; Schuman, Joel S.; Wang, Mengyu; Chan, Kevin C.
ISI:001313316204076
ISSN: 0146-0404
CID: 5765692

INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE [Meeting Abstract]

Bang, Ji Won; Parra, Carlos; Yu, Kevin; Wollstein, Gadi; Schuman, Joel S.; Chan, Kevin C.
ISI:001312227703185
ISSN: 0146-0404
CID: 5765532

GABA decrease is associated with degraded neural specificity in the visual cortex of glaucoma patients

Bang, Ji Won; Parra, Carlos; Yu, Kevin; Wollstein, Gadi; Schuman, Joel S; Chan, Kevin C
Glaucoma is an age-related neurodegenerative disease of the visual system, affecting both the eye and the brain. Yet its underlying metabolic mechanisms and neurobehavioral relevance remain largely unclear. Here, using proton magnetic resonance spectroscopy and functional magnetic resonance imaging, we investigated the GABAergic and glutamatergic systems in the visual cortex of glaucoma patients, as well as neural specificity, which is shaped by GABA and glutamate signals and underlies efficient sensory and cognitive functions. Our study shows that among the older adults, both GABA and glutamate levels decrease with increasing glaucoma severity regardless of age. Further, our study shows that the reduction of GABA but not glutamate predicts the neural specificity. This association is independent of the impairments on the retina structure, age, and the gray matter volume of the visual cortex. Our results suggest that glaucoma-specific decline of GABA undermines neural specificity in the visual cortex and that targeting GABA could improve the neural specificity in glaucoma.
PMCID:10310759
PMID: 37386293
ISSN: 2399-3642
CID: 5538742

Ocular manifestations of central insulin resistance

Faiq, Muneeb A; Sengupta, Trina; Nath, Madhu; Velpandian, Thirumurthy; Saluja, Daman; Dada, Rima; Dada, Tanuj; Chan, Kevin C
Central insulin resistance, the diminished cellular sensitivity to insulin in the brain, has been implicated in diabetes mellitus, Alzheimer's disease and other neurological disorders. However, whether and how central insulin resistance plays a role in the eye remains unclear. Here, we performed intracerebroventricular injection of S961, a potent and specific blocker of insulin receptor in adult Wistar rats to test if central insulin resistance leads to pathological changes in ocular structures. 80 mg of S961 was stereotaxically injected into the lateral ventricle of the experimental group twice at 7 days apart, whereas buffer solution was injected to the sham control group. Blood samples, intraocular pressure, trabecular meshwork morphology, ciliary body markers, retinal and optic nerve integrity, and whole genome expression patterns were then evaluated. While neither blood glucose nor serum insulin level was significantly altered in the experimental or control group, we found that injection of S961 but not buffer solution significantly increased intraocular pressure at 14 and 24 days after first injection, along with reduced porosity and aquaporin 4 expression in the trabecular meshwork, and increased tumor necrosis factor α and aquaporin 4 expression in the ciliary body. In the retina, cell density and insulin receptor expression decreased in the retinal ganglion cell layer upon S961 injection. Fundus photography revealed peripapillary atrophy with vascular dysregulation in the experimental group. These retinal changes were accompanied by upregulation of pro-inflammatory and pro-apoptotic genes, downregulation of anti-inflammatory, anti-apoptotic, and neurotrophic genes, as well as dysregulation of genes involved in insulin signaling. Optic nerve histology indicated microglial activation and changes in the expression of glial fibrillary acidic protein, tumor necrosis factor α, and aquaporin 4. Molecular pathway architecture of the retina revealed the three most significant pathways involved being inflammation/cell stress, insulin signaling, and extracellular matrix regulation relevant to neurodegeneration. There was also a multimodal crosstalk between insulin signaling derangement and inflammation-related genes. Taken together, our results indicate that blocking insulin receptor signaling in the central nervous system can lead to trabecular meshwork and ciliary body dysfunction, intraocular pressure elevation, as well as inflammation, glial activation, and apoptosis in the retina and optic nerve. Given that central insulin resistance may lead to neurodegenerative phenotype in the visual system, targeting insulin signaling may hold promise for vision disorders involving the retina and optic nerve.
PMID: 36255004
ISSN: 1673-5374
CID: 5360332

Editorial: Translational opportunities for AI in glaucoma [Editorial]

Chan, Kevin C; Sappington, Rebecca M
PMID: 38983047
ISSN: 2674-0826
CID: 5732322

Diverging patterns of plasticity in the nucleus basalis of Meynert in early- and late-onset blindness

Bang, Ji Won; Chan, Russell W; Parra, Carlos; Murphy, Matthew C; Schuman, Joel S; Nau, Amy C; Chan, Kevin C
Plasticity in the brain is impacted by an individual's age at the onset of the blindness. However, what drives the varying degrees of plasticity remains largely unclear. One possible explanation attributes the mechanisms for the differing levels of plasticity to the cholinergic signals originating in the nucleus basalis of Meynert. This explanation is based on the fact that the nucleus basalis of Meynert can modulate cortical processes such as plasticity and sensory encoding through its widespread cholinergic projections. Nevertheless, there is no direct evidence indicating that the nucleus basalis of Meynert undergoes plastic changes following blindness. Therefore, using multiparametric magnetic resonance imaging, we examined if the structural and functional properties of the nucleus basalis of Meynert differ between early blind, late blind and sighted individuals. We observed that early and late blind individuals had a preserved volumetric size and cerebrovascular reactivity in the nucleus basalis of Meynert. However, we observed a reduction in the directionality of water diffusion in both early and late blind individuals compared to sighted individuals. Notably, the nucleus basalis of Meynert presented diverging patterns of functional connectivity between early and late blind individuals. This functional connectivity was enhanced at both global and local (visual, language and default-mode networks) levels in the early blind individuals, but there were little-to-no changes in the late blind individuals when compared to sighted controls. Furthermore, the age at onset of blindness predicted both global and local functional connectivity. These results suggest that upon reduced directionality of water diffusion in the nucleus basalis of Meynert, cholinergic influence may be stronger for the early blind compared to the late blind individuals. Our findings are important to unravelling why early blind individuals present stronger and more widespread cross-modal plasticity compared to late blind individuals.
PMCID:10123399
PMID: 37101831
ISSN: 2632-1297
CID: 5465242

Glymphatic imaging and modulation of the optic nerve

Kasi, Anisha; Liu, Crystal; Faiq, Muneeb A; Chan, Kevin C
Optic nerve health is essential for proper function of the visual system. However, the pathophysiology of certain neurodegenerative disease processes affecting the optic nerve, such as glaucoma, is not fully understood. Recently, it was hypothesized that a lack of proper clearance of neurotoxins contributes to neurodegenerative diseases. The ability to clear metabolic waste is essential for tissue homeostasis in mammals, including humans. While the brain lacks the traditional lymphatic drainage system identified in other anatomical regions, there is growing evidence of a glymphatic system in the central nervous system, which structurally includes the optic nerve. Named to acknowledge the supportive role of astroglial cells, this perivascular fluid drainage system is essential to remove toxic metabolites from the central nervous system. Herein, we review existing literature describing the physiology and dysfunction of the glymphatic system specifically as it relates to the optic nerve. We summarize key imaging studies demonstrating the existence of a glymphatic system in the optic nerves of wild-type rodents, aquaporin 4-null rodents, and humans; glymphatic imaging studies in diseases where the optic nerve is impaired; and current evidence regarding pharmacological and lifestyle interventions that may help promote glymphatic function to improve optic nerve health. We conclude by highlighting future research directions that could be applied to improve imaging detection and guide therapeutic interventions for diseases affecting the optic nerve.
PMCID:8552868
PMID: 34558505
ISSN: 1673-5374
CID: 5110742