1
|
Abyadeh M, Gupta V, Paulo JA, Mahmoudabad AG, Shadfar S, Mirshahvaladi S, Gupta V, Nguyen CTO, Finkelstein DI, You Y, Haynes PA, Salekdeh GH, Graham SL, Mirzaei M. Amyloid-beta and tau protein beyond Alzheimer's disease. Neural Regen Res 2024; 19:1262-1276. [PMID: 37905874 DOI: 10.4103/1673-5374.386406] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Accepted: 09/07/2023] [Indexed: 11/02/2023] Open
Abstract
ABSTRACT The aggregation of amyloid-beta peptide and tau protein dysregulation are implicated to play key roles in Alzheimer's disease pathogenesis and are considered the main pathological hallmarks of this devastating disease. Physiologically, these two proteins are produced and expressed within the normal human body. However, under pathological conditions, abnormal expression, post-translational modifications, conformational changes, and truncation can make these proteins prone to aggregation, triggering specific disease-related cascades. Recent studies have indicated associations between aberrant behavior of amyloid-beta and tau proteins and various neurological diseases, such as Alzheimer's disease, Parkinson's disease, and amyotrophic lateral sclerosis, as well as retinal neurodegenerative diseases like Glaucoma and age-related macular degeneration. Additionally, these proteins have been linked to cardiovascular disease, cancer, traumatic brain injury, and diabetes, which are all leading causes of morbidity and mortality. In this comprehensive review, we provide an overview of the connections between amyloid-beta and tau proteins and a spectrum of disorders.
Collapse
Affiliation(s)
| | - Vivek Gupta
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA, USA
| | | | - Sina Shadfar
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| | - Shahab Mirshahvaladi
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Christine T O Nguyen
- Department of Optometry and Vision Sciences, School of Health Sciences, Faculty of Medicine Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, Australia
| | - David I Finkelstein
- The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia
| | - Yuyi You
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| | - Paul A Haynes
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW, Australia
| | - Ghasem H Salekdeh
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW, Australia
| | - Stuart L Graham
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| | - Mehdi Mirzaei
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW, Australia
| |
Collapse
|
2
|
Parrilla GE, Gupta V, Wall RV, Salkar A, Basavarajappa D, Mirzaei M, Chitranshi N, Graham SL, You Y. The role of myelin in neurodegeneration: implications for drug targets and neuroprotection strategies. Rev Neurosci 2024; 35:271-292. [PMID: 37983528 DOI: 10.1515/revneuro-2023-0081] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 10/27/2023] [Indexed: 11/22/2023]
Abstract
Myelination of axons in the central nervous system offers numerous advantages, including decreased energy expenditure for signal transmission and enhanced signal speed. The myelin sheaths surrounding an axon consist of a multi-layered membrane that is formed by oligodendrocytes, while specific glycoproteins and lipids play various roles in this formation process. As beneficial as myelin can be, its dysregulation and degeneration can prove detrimental. Inflammation, oxidative stress, and changes in cellular metabolism and the extracellular matrix can lead to demyelination of these axons. These factors are hallmark characteristics of certain demyelinating diseases including multiple sclerosis. The effects of demyelination are also implicated in primary degeneration in diseases such as glaucoma and Alzheimer's disease, as well as in processes of secondary degeneration. This reveals a relationship between myelin and secondary processes of neurodegeneration, including resultant degeneration following traumatic injury and transsynaptic degeneration. The role of myelin in primary and secondary degeneration is also of interest in the exploration of strategies and targets for remyelination, including the use of anti-inflammatory molecules or nanoparticles to deliver drugs. Although the use of these methods in animal models of diseases have shown to be effective in promoting remyelination, very few clinical trials in patients have met primary end points. This may be due to shortcomings or considerations that are not met while designing a clinical trial that targets remyelination. Potential solutions include diversifying disease targets and requiring concomitant interventions to promote rehabilitation.
Collapse
Affiliation(s)
- Gabriella E Parrilla
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Vivek Gupta
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Roshana Vander Wall
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Akanksha Salkar
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Devaraj Basavarajappa
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Mehdi Mirzaei
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Nitin Chitranshi
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
| | - Stuart L Graham
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
- Save Sight Institute, University of Sydney, 8 Macquarie St, Sydney, NSW 2000, Australia
| | - Yuyi You
- Faculty of Human, Health, and Medical Science, Department of Clinical Medicine, Macquarie University, Wallumattagal Campus, Macquarie Park, NSW 2109, Australia
- Save Sight Institute, University of Sydney, 8 Macquarie St, Sydney, NSW 2000, Australia
| |
Collapse
|
3
|
Saks DG, Schulz A, Qassim A, Marshall H, Hewitt AW, MacGregor S, Craig JE, Graham SL. Genetic risk of glaucoma is associated with vascular and retinal nerve fibre wedge defects. Acta Ophthalmol 2024; 102:e185-e194. [PMID: 37800621 DOI: 10.1111/aos.15775] [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] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 08/31/2023] [Accepted: 09/18/2023] [Indexed: 10/07/2023]
Abstract
PURPOSE To evaluate the association between localised vascular and retinal nerve fibre layer (RNFL) loss and genetic risk for glaucoma and cardiovascular disease using polygenic risk scores (PRS). METHODS 858 eyes were included from 455 individuals with suspect and early manifest primary open angle glaucoma. Eyes were characterised as having localised vascular and/or RNFL wedge-shaped defects by scrutiny of optical coherence tomography angiography (OCTA) and OCT images, respectively. Investigations included associations with pre-established scores for genetic risk of glaucoma and cardiovascular disease in the context of glaucoma risk factors and systemic vascular disease outcomes. RESULTS Higher genetic risk for glaucoma was associated with both vascular wedge defects and RNFL defects (p < 0.001 and p = 0.020, respectively). A greater genetic risk of glaucoma was associated with the presence of multiple vascular wedges per eye (p = 0.005). Glaucoma progression based on global RNFL loss was associated with vascular and RNFL wedge defects (p ≤ 0.001 and p = 0.008, respectively). The glaucoma PRS was significantly associated with vascular, but not RNFL, wedge defects after controlling for disc haemorrhage (p = 0.007 and p = 0.070, respectively). Vascular wedge defects were not related to the cardiovascular PRS. CONCLUSION Individuals with a higher genetic risk of glaucoma based on the PRS were more likely to have retinal vascular defects, as well as structural glaucomatous loss, but this did not relate to systemic cardiovascular risk. This possibly implies a local pathophysiology for the vascular defects in some cases, which may have clinical relevance in the early stages of glaucoma and in individuals at high genetic risk.
Collapse
Affiliation(s)
- Danit G Saks
- Macquarie Medical School, Macquarie University, Sydney, New South Wale, Australia
| | - Angela Schulz
- Macquarie Medical School, Macquarie University, Sydney, New South Wale, Australia
| | - Ayub Qassim
- Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Henry Marshall
- Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Jamie E Craig
- Flinders Medical Centre, Flinders University, Adelaide, South Australia, Australia
| | - Stuart L Graham
- Macquarie Medical School, Macquarie University, Sydney, New South Wale, Australia
| |
Collapse
|
4
|
Basavarajappa D, Galindo-Romero C, Gupta V, Agudo-Barriuso M, Gupta VB, Graham SL, Chitranshi N. Signalling pathways and cell death mechanisms in glaucoma: Insights into the molecular pathophysiology. Mol Aspects Med 2023; 94:101216. [PMID: 37856930 DOI: 10.1016/j.mam.2023.101216] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Revised: 09/25/2023] [Accepted: 10/02/2023] [Indexed: 10/21/2023]
Abstract
Glaucoma is a complex multifactorial eye disease manifesting in retinal ganglion cell (RGC) death and optic nerve degeneration, ultimately causing irreversible vision loss. Research in recent years has significantly enhanced our understanding of RGC degenerative mechanisms in glaucoma. It is evident that high intraocular pressure (IOP) is not the only contributing factor to glaucoma pathogenesis. The equilibrium of pro-survival and pro-death signalling pathways in the retina strongly influences the function and survival of RGCs and optic nerve axons in glaucoma. Molecular evidence from human retinal tissue analysis and a range of experimental models of glaucoma have significantly contributed to unravelling these mechanisms. Accumulating evidence reveals a wide range of molecular signalling pathways that can operate -either alone or via intricate networks - to induce neurodegeneration. The roles of several molecules, including neurotrophins, interplay of intracellular kinases and phosphates, caveolae and adapter proteins, serine proteases and their inhibitors, nuclear receptors, amyloid beta and tau, and how their dysfunction affects retinal neurons are discussed in this review. We further underscore how anatomical alterations in various animal models exhibiting RGC degeneration and susceptibility to glaucoma-related neuronal damage have helped to characterise molecular mechanisms in glaucoma. In addition, we also present different regulated cell death pathways that play a critical role in RGC degeneration in glaucoma.
Collapse
Affiliation(s)
- Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia.
| | - Caridad Galindo-Romero
- Experimental Ophthalmology Group, Instituto Murciano de Investigación Biosanitaria Virgen de la Arrixaca (IMIB-Arrixaca) & Ophthalmology Department, Universidad de Murcia, Murcia, Spain
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Marta Agudo-Barriuso
- Experimental Ophthalmology Group, Instituto Murciano de Investigación Biosanitaria Virgen de la Arrixaca (IMIB-Arrixaca) & Ophthalmology Department, Universidad de Murcia, Murcia, Spain
| | - Veer B Gupta
- School of Medicine, Deakin University, Melbourne, VIC, Australia
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia.
| |
Collapse
|
5
|
Basavarajappa D, Gupta V, Chitranshi N, Viswanathan D, Gupta V, Vander Wall R, Palanivel V, Mirzaei M, You Y, Klistorner A, Graham SL. Anti-inflammatory Effects of Siponimod in a Mouse Model of Excitotoxicity-Induced Retinal Injury. Mol Neurobiol 2023; 60:7222-7237. [PMID: 37542647 PMCID: PMC10657799 DOI: 10.1007/s12035-023-03535-0] [Citation(s) in RCA: 1] [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: 05/09/2023] [Accepted: 07/22/2023] [Indexed: 08/07/2023]
Abstract
Glaucoma is a leading cause of permanent blindness worldwide and is characterized by neurodegeneration linked to progressive retinal ganglion cell (RGC) death, axonal damage, and neuroinflammation. Glutamate excitotoxicity mediated through N-methyl-D-aspartate (NMDA) receptors plays a crucial role in glaucomatous RGC loss. Sphingosine 1-phosphate receptors (S1PRs) are important mediators of neurodegeneration and neuroinflammation in the brain and the retina. Siponimod is an immunomodulatory drug for multiple sclerosis and is a selective modulator of S1PR subtypes 1 and 5 and has been shown to have beneficial effects on the central nervous system (CNS) in degenerative conditions. Our previous study showed that mice administered orally with siponimod protected inner retinal structure and function against acute NMDA excitotoxicity. To elucidate the molecular mechanisms behind these protective effects, we investigated the inflammatory pathways affected by siponimod treatment in NMDA excitotoxicity model. NMDA excitotoxicity resulted in the activation of glial cells coupled with upregulation of the inflammatory NF-kB pathway and increased expression of TNFα, IL1-β, and IL-6. Siponimod treatment significantly reduced glial activation and suppressed the pro-inflammatory pathways. Furthermore, NMDA-induced activation of NLRP3 inflammasome and upregulation of neurotoxic inducible nitric oxide synthase (iNOS) were significantly diminished with siponimod treatment. Our data demonstrated that siponimod induces anti-inflammatory effects via suppression of glial activation and inflammatory singling pathways that could protect the retina against acute excitotoxicity conditions. These findings provide insights into the anti-inflammatory effects of siponimod in the CNS and suggest a potential therapeutic strategy for neuroinflammatory conditions.
Collapse
Affiliation(s)
- Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia.
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia.
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Deepa Viswanathan
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, VIC, Australia
| | - Roshana Vander Wall
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Viswanthram Palanivel
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Yuyi You
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Alexander Klistorner
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, 2109, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW, 2000, Australia
| |
Collapse
|
6
|
Abbasi M, Gupta V, Chitranshi N, Moustardas P, Ranjbaran R, Graham SL. Molecular Mechanisms of Glaucoma Pathogenesis with Implications to Caveolin Adaptor Protein and Caveolin-Shp2 Axis. Aging Dis 2023:AD.2023.1012. [PMID: 37962455 DOI: 10.14336/ad.2023.1012] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Accepted: 10/12/2023] [Indexed: 11/15/2023] Open
Abstract
Glaucoma is a common retinal disorder characterized by progressive optic nerve damage, resulting in visual impairment and potential blindness. Elevated intraocular pressure (IOP) is a major risk factor, but some patients still experience disease progression despite IOP-lowering treatments. Genome-wide association studies have linked variations in the Caveolin1/2 (CAV-1/2) gene loci to glaucoma risk. Cav-1, a key protein in caveolae membrane invaginations, is involved in signaling pathways and its absence impairs retinal function. Recent research suggests that Cav-1 is implicated in modulating the BDNF/TrkB signaling pathway in retinal ganglion cells, which plays a critical role in retinal ganglion cell (RGC) health and protection against apoptosis. Understanding the interplay between these proteins could shed light on glaucoma pathogenesis and provide potential therapeutic targets.
Collapse
Affiliation(s)
- Mojdeh Abbasi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
- Division of Ophthalmology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping Sweden
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Petros Moustardas
- Division of Ophthalmology, Department of Biomedical and Clinical Sciences, Linköping University, Linköping Sweden
| | - Reza Ranjbaran
- Diagnostic Laboratory Sciences and Technology Research Center, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| |
Collapse
|
7
|
Shi H, Koronyo Y, Fuchs DT, Sheyn J, Jallow O, Mandalia K, Graham SL, Gupta VK, Mirzaei M, Kramerov AA, Ljubimov AV, Hawes D, Miller CA, Black KL, Carare RO, Koronyo-Hamaoui M. Retinal arterial Aβ 40 deposition is linked with tight junction loss and cerebral amyloid angiopathy in MCI and AD patients. Alzheimers Dement 2023; 19:5185-5197. [PMID: 37166032 PMCID: PMC10638467 DOI: 10.1002/alz.13086] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [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: 02/02/2023] [Revised: 03/17/2023] [Accepted: 03/20/2023] [Indexed: 05/12/2023]
Abstract
INTRODUCTION Vascular amyloid beta (Aβ) protein deposits were detected in retinas of mild cognitively impaired (MCI) and Alzheimer's disease (AD) patients. We tested the hypothesis that the retinal vascular tight junctions (TJs) were compromised and linked to disease status. METHODS TJ components and Aβ expression in capillaries and larger blood vessels were determined in post mortem retinas from 34 MCI or AD patients and 27 cognitively normal controls and correlated with neuropathology. RESULTS Severe decreases in retinal vascular zonula occludens-1 (ZO-1) and claudin-5 correlating with abundant arteriolar Aβ40 deposition were identified in MCI and AD patients. Retinal claudin-5 deficiency was closely associated with cerebral amyloid angiopathy, whereas ZO-1 defects correlated with cerebral pathology and cognitive deficits. DISCUSSION We uncovered deficiencies in blood-retinal barrier markers for potential retinal imaging targets of AD screening and monitoring. Intense retinal arteriolar Aβ40 deposition suggests a common pathogenic mechanism of failed Aβ clearance via intramural periarterial drainage.
Collapse
Affiliation(s)
- Haoshen Shi
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Yosef Koronyo
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Dieu-Trang Fuchs
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Julia Sheyn
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Ousman Jallow
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Krishna Mandalia
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Stuart L. Graham
- Macquarie Medical school, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW 2109, Australia
| | - Vivek K. Gupta
- Macquarie Medical school, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW 2109, Australia
| | - Mehdi Mirzaei
- Macquarie Medical school, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW 2109, Australia
| | - Andrei A. Kramerov
- Department of Biomedical Sciences and Eye Program, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Alexander V. Ljubimov
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences and Eye Program, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Debra Hawes
- Department of Pathology Program in Neuroscience, Keck School of Medicine, University of Southern California, Los Angeles, CA 90048, USA
| | - Carol A. Miller
- Department of Pathology Program in Neuroscience, Keck School of Medicine, University of Southern California, Los Angeles, CA 90048, USA
| | - Keith L. Black
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Roxana O. Carare
- Department of Clinical Neuroanatomy, University of Southampton, Southampton SO16 6YD, UK
| | - Maya Koronyo-Hamaoui
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Department of Neurology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| |
Collapse
|
8
|
Sheriff S, Shen T, Saks D, Schultz A, Francis H, Wen W, Jiang J, Mirzaei M, Gupta V, Fiatarone Singh M, Sachdev PS, Graham SL, Gupta V. The Association of APOE ε4 Allele with Retinal Layer Thickness and Microvasculature in Older Adults: Optic Nerve Decline and Cognitive Change Study. J Clin Med 2023; 12:6219. [PMID: 37834863 PMCID: PMC10573915 DOI: 10.3390/jcm12196219] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [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: 08/07/2023] [Revised: 09/12/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
PURPOSE To investigate the relationship between the apolipoprotein E (APOE) ε4 allele and retinal structural and vascular characteristics in older adult participants from several research studies. We also studied the relationship between these structural and vascular characteristics with multifocal visual evoked potential (mfVEP) indices, neuropsychological parameters and MRI brain volumes in these participants. METHODS In this study, 109 participants with a mean (SD) age of 67.1 (9.0) years were recruited. Participants were classified as APOE ε4 carriers or non-carriers based on the presence or absence of the ε4 allele. Baseline measurements included peripapillary retinal nerve fibre layer optical coherence tomography (RNFL OCT), and OCT-angiography (OCT-A) for evaluation of the retinal layer thickness and vessel density (VD) parameters. A multifocal visual evoked potential (mfVEP) test, including amplitude and latency, was used to assess the visual pathway function. Finally, cognitive function was evaluated using a battery of neuropsychological tests. OCT-A images were analysed in ImageJ to quantify VD in the superficial and deep vascular plexus and the size of the foveal avascular zone (FAZ). The relationship between carriers of APOE ε4 allele and these ocular parameters was analysed using generalised estimating equation (GEE) models and data adjusted for age, sex and inter-eye differences as within-subject variables (p < 0.05). RESULTS Twenty-four participants were APOE ε4 carriers. Temporal RNFL thickness was decreased in APOE ε4 carriers (p < 0.01). Vessel density between carriers and non-carriers was not significantly different at either the superficial or deep level. The FAZ area was significantly smaller in ε4 carriers in both superficial (p < 0.01) and deep layers (p < 0.003). CONCLUSIONS Retinal abnormalities were present in participants with increased genetic risk of dementia due to presence of the ε4 allele. These findings provide preliminary evidence for their potential role in the diagnosis of dementia.
Collapse
Affiliation(s)
- Samran Sheriff
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Ting Shen
- Department of Ophthalmology, Shanghai General Hospital (Shanghai First People’s Hospital), School of Medicine, Shanghai Jiao Tong University, Shanghai 200240, China;
| | - Danit Saks
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Angela Schultz
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Heather Francis
- School of Psychological Sciences, Macquarie University, Sydney, NSW 2019, Australia
- Neurology Department, Royal North Shore Hospital, Sydney, NSW 2065, Australia
| | - Wei Wen
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Jiyang Jiang
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, VIC 3125, Australia
| | - Maria Fiatarone Singh
- Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW 2050, Australia
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA 02131, USA
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing, University of New South Wales, Sydney, NSW 2052, Australia
- Neuropsychiatric Institute, Prince of Wales Hospital, Sydney, NSW 2031, Australia
| | - Stuart L. Graham
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| | - Vivek Gupta
- Macquarie Medical School, Macquarie University, Sydney, NSW 2109, Australia
| |
Collapse
|
9
|
Abyadeh M, Gupta V, Paulo JA, Sheriff S, Shadfar S, Fitzhenry M, Amirkhani A, Gupta V, Salekdeh GH, Haynes PA, Graham SL, Mirzaei M. Apolipoprotein ε in Brain and Retinal Neurodegenerative Diseases. Aging Dis 2023; 14:1311-1330. [PMID: 37199411 PMCID: PMC10389820 DOI: 10.14336/ad.2023.0312-1] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 03/12/2023] [Indexed: 05/19/2023] Open
Abstract
Alzheimer's disease (AD) is the most common form of dementia that remains incurable and has become a major medical, social, and economic challenge worldwide. AD is characterized by pathological hallmarks of senile plaques (SP) and neurofibrillary tangles (NFTs) that damage the brain up to twenty years before a clinical diagnosis is made. Interestingly these pathological features have also been observed in retinal neurodegenerative diseases including age related macular degeneration (ARMD), glaucoma and diabetic retinopathy (DR). An association of AD with these diseases has been suggested in epidemiological studies and several common pathological events and risk factors have been identified between these diseases. The E4 allele of Apolipoprotein E (APOE) is a well-established genetic risk factor for late onset AD. The ApoE ε4 allele is also associated with retinal neurodegenerative diseases however in contrast to AD, it is considered protective in AMD, likewise ApoE E2 allele, which is a protective factor for AD, has been implicated as a risk factor for AMD and glaucoma. This review summarizes the evidence on the effects of ApoE in retinal neurodegenerative diseases and discusses the overlapping molecular pathways in AD. The involvement of ApoE in regulating amyloid beta (Aβ) and tau pathology, inflammation, vascular integrity, glucose metabolism and vascular endothelial growth factor (VEGF) signaling is also discussed.
Collapse
Affiliation(s)
| | - Vivek Gupta
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW 2109, Australia.
| | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA.
| | - Samran Sheriff
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW 2109, Australia.
| | - Sina Shadfar
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW 2109, Australia.
| | - Matthew Fitzhenry
- Australian Proteome Analysis Facility, Macquarie University, Macquarie Park, NSW 2113, Australia.
| | - Ardeshir Amirkhani
- Australian Proteome Analysis Facility, Macquarie University, Macquarie Park, NSW 2113, Australia.
| | - Veer Gupta
- School of Medicine, Deakin University, VIC, Australia.
| | - Ghasem H Salekdeh
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia.
| | - Paul A Haynes
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia.
| | - Stuart L Graham
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW 2109, Australia.
| | - Mehdi Mirzaei
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie Medical School, Macquarie University, Macquarie Park, North Ryde, Sydney, NSW 2109, Australia.
| |
Collapse
|
10
|
Chitranshi N, Rajput R, Godinez A, Pushpitha K, Mirzaei M, Basavarajappa D, Gupta V, Sharma S, You Y, Galliciotti G, Salekdeh GH, Baker MS, Graham SL, Gupta VK. Neuroserpin gene therapy inhibits retinal ganglion cell apoptosis and promotes functional preservation in glaucoma. Mol Ther 2023; 31:2056-2076. [PMID: 36905120 PMCID: PMC10362384 DOI: 10.1016/j.ymthe.2023.03.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Revised: 01/27/2023] [Accepted: 03/07/2023] [Indexed: 03/12/2023] Open
Abstract
Our research has proven that the inhibitory activity of the serine protease inhibitor neuroserpin (NS) is impaired because of its oxidation deactivation in glaucoma. Using genetic NS knockout (NS-/-) and NS overexpression (NS+/+ Tg) animal models and antibody-based neutralization approaches, we demonstrate that NS loss is detrimental to retinal structure and function. NS ablation was associated with perturbations in autophagy and microglial and synaptic markers, leading to significantly enhanced IBA1, PSD95, beclin-1, and LC3-II/LC3-I ratio and reduced phosphorylated neurofilament heavy chain (pNFH) levels. On the other hand, NS upregulation promoted retinal ganglion cell (RGC) survival in wild-type and NS-/- glaucomatous mice and increased pNFH expression. NS+/+Tg mice demonstrated decreased PSD95, beclin-1, LC3-II/LC3-I ratio, and IBA1 following glaucoma induction, highlighting its protective role. We generated a novel reactive site NS variant (M363R-NS) resistant to oxidative deactivation. Intravitreal administration of M363R-NS was observed to rescue the RGC degenerative phenotype in NS-/- mice. These findings demonstrate that NS dysfunction plays a key role in the glaucoma inner retinal degenerative phenotype and that modulating NS imparts significant protection to the retina. NS upregulation protected RGC function and restored biochemical networks associated with autophagy and microglial and synaptic function in glaucoma.
Collapse
Affiliation(s)
- Nitin Chitranshi
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia.
| | - Rashi Rajput
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Angela Godinez
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Kanishka Pushpitha
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Mehdi Mirzaei
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Devaraj Basavarajappa
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, VIC, Australia
| | - Samridhi Sharma
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Yuyi You
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Giovanna Galliciotti
- Institute of Neuropathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Ghasem H Salekdeh
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Mark S Baker
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Vivek K Gupta
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia.
| |
Collapse
|
11
|
Marshall HN, Mullany S, Han X, Qassim A, He W, Hassall MM, Schmidt J, Thomson D, Nguyen TT, Berry EC, Knight LS, Hollitt GL, Ridge B, Schulz A, Mills RA, Healey PR, Agar A, Galanopoulos A, Landers J, Graham SL, Hewitt AW, Casson RJ, MacGregor S, Siggs OM, Craig JE. High Polygenic Risk is Associated with Earlier Initiation and Escalation of Treatment in Early Primary Open Angle Glaucoma. Ophthalmology 2023:S0161-6420(23)00229-4. [PMID: 37044160 DOI: 10.1016/j.ophtha.2023.03.028] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [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: 01/25/2023] [Revised: 03/07/2023] [Accepted: 03/31/2023] [Indexed: 04/14/2023] Open
Abstract
PURPOSE To assess whether a glaucoma polygenic risk score (PRS) was associated with treatment commencement or escalation in early primary open angle glaucoma. DESIGN Prospective longitudinal observational cohort study. PARTICIPANTS Participants from the PROGRESSA study (Progression Risk of Glaucoma: RElevant SNPs with Significant Association) were divided into a cohort of glaucoma suspects who were treatment naive at enrolment, and early manifest and suspect glaucoma cases on treatment at enrolment. METHODS A per-allele weighted glaucoma PRS was calculated for 1,107 participants. Multivariable mixed effects Cox proportional regression analysis assessed the association between PRS and time to commencement of intraocular pressure (IOP) lowering therapy in 416 glaucoma suspects who were treatment naive at study enrolment. Secondary analysis evaluated the association between PRS and escalation of IOP lowering therapy amongst 691 suspect and early manifest glaucoma cases who were on IOP lowering therapy at enrolment. MAIN OUTCOME MEASURES Commencement or escalation of IOP lowering therapy. RESULTS A higher glaucoma PRS was associated with a greater risk of commencing IOP-lowering therapy within 5 years (HR: 1.45/Standard Deviation (SD) 95% Confidence Interval (CI) [1.27, 1.62] P<0.001). This finding persisted after adjustment for relevant demographic and clinical parameters (adjusted HR: 1.23/SD 95%CI [1.07, 1.43] P=0.005). Participants in the upper population-based quintile had a 3.3 times greater risk of commencing therapy by 5 years than the lowest quintile (HR: 3.30 95%CI [1.63, 6,70] P<0.001), and a 5.4 greater risk of commencing IOP lowering therapy by 2 years than the lowest quintile (HR: 5.45 95%CI [2.08, 14.25] P<0.001). A higher glaucoma PRS was associated with a greater risk of treatment escalation amongst cases on treatment at enrolment (HR: 1.19/SD 95%CI [1.09, 1.31] P<0.001). In combined analysis of treatment naive suspects and treated cases, participants in the top population-based quintile were at 2.3 times greater risk of requiring initiation or escalation of IOP lowering therapy than the lowest quintile (HR: 2.33 95%CI [1.75, 3.01] P<0.001). CONCLUSIONS This study demonstrates novel associations between glaucoma polygenic risk and risk of commencement or escalation of IOP lowering therapy, building upon previous work highlighting the potential clinical utility of genetic risk stratification in glaucoma.
Collapse
Affiliation(s)
- Henry N Marshall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Sean Mullany
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Xikun Han
- QIMR Berghofer Medical Research Institute, Herston, Queensland
| | - Ayub Qassim
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Weixiong He
- QIMR Berghofer Medical Research Institute, Herston, Queensland
| | - Mark M Hassall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Joshua Schmidt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Daniel Thomson
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Thi Thi Nguyen
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Ella C Berry
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Lachlan Sw Knight
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Georgina L Hollitt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Bronwyn Ridge
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Angela Schulz
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia
| | - Richard A Mills
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Paul R Healey
- Centre for Vision Research, University of Sydney, Sydney, Australia
| | - Ashish Agar
- Department of Ophthalmology, University of New South Wales, Sydney, Australia
| | - Anna Galanopoulos
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, South Australia
| | - John Landers
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| | - Stuart L Graham
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Tasmania, Australia
| | - Robert J Casson
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, South Australia
| | | | - Owen M Siggs
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia; Garvan Institute of Medical Research, Sydney, New South Wales
| | - Jamie E Craig
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia
| |
Collapse
|
12
|
Deng L, Gupta V, Abyadeh M, Chitranshi N, Pushpitha K, Wu Y, Gupta V, You Y, Paulo JA, Graham SL, Mirzaei M, Haynes PA. Oxidative Stress Induced Dysfunction of Protein Synthesis in 661W Mice Photoreceptor Cells. Proteomes 2023; 11:12. [PMID: 37092453 PMCID: PMC10123756 DOI: 10.3390/proteomes11020012] [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] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 03/17/2023] [Accepted: 03/22/2023] [Indexed: 04/05/2023] Open
Abstract
Photoreceptor cells are highly susceptible to oxidative-stress-induced damage due to their high metabolic rate. Oxidative stress plays a key role in driving pathological events in several different ocular diseases, which lead to retinal degeneration and ultimately blindness. A growing number of studies have been performed to understand downstream events caused by ROS induced oxidative stress in photoreceptor cells; however, the underlying mechanisms of ROS toxicity are not fully understood. To shed light on ROS induced downstream pathological events, we employed a tandem mass tag (TMT) labelling-based quantitative mass-spectrometric approach to determine proteome changes in 661W photoreceptor cells following oxidative stress induction via the application of different concentrations of H2O2 at different time points. Overall, 5920 proteins were identified and quantified, and 450 differentially expressed proteins (DEPs) were identified, which were altered in a dose and time dependent manner in all treatment groups compared to the control group. These proteins were involved in several biological pathways, including spliceosome and ribosome response, activated glutathione metabolism, decreased ECM-receptor interaction, oxidative phosphorylation, abnormally regulated lysosome, apoptosis, and ribosome biogenesis. Our results highlighted ECM receptor interaction, oxidative phosphorylation and spliceosome pathways as the major targets of oxidative stress that might mediate vascular dysfunction and cellular senescence.
Collapse
Affiliation(s)
- Liting Deng
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | | | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Kanishka Pushpitha
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Yunqi Wu
- Australian Proteome Analysis Facility, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, VIC 3220, Australia
| | - Yuyi You
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Joao A. Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA
| | - Stuart L. Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Paul A. Haynes
- School of Natural Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
- Biomolecular Discovery Research Centre, Macquarie University, Macquarie Park, NSW 2109, Australia
| |
Collapse
|
13
|
Koronyo Y, Rentsendorj A, Mirzaei N, Regis GC, Sheyn J, Shi H, Barron E, Cook-Wiens G, Rodriguez AR, Medeiros R, Paulo JA, Gupta VB, Kramerov AA, Ljubimov AV, Van Eyk JE, Graham SL, Gupta VK, Ringman JM, Hinton DR, Miller CA, Black KL, Cattaneo A, Meli G, Mirzaei M, Fuchs DT, Koronyo-Hamaoui M. Retinal pathological features and proteome signatures of Alzheimer's disease. Acta Neuropathol 2023; 145:409-438. [PMID: 36773106 PMCID: PMC10020290 DOI: 10.1007/s00401-023-02548-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [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: 10/07/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/12/2023]
Abstract
Alzheimer's disease (AD) pathologies were discovered in the accessible neurosensory retina. However, their exact nature and topographical distribution, particularly in the early stages of functional impairment, and how they relate to disease progression in the brain remain largely unknown. To better understand the pathological features of AD in the retina, we conducted an extensive histopathological and biochemical investigation of postmortem retina and brain tissues from 86 human donors. Quantitative examination of superior and inferior temporal retinas from mild cognitive impairment (MCI) and AD patients compared to those with normal cognition (NC) revealed significant increases in amyloid β-protein (Aβ42) forms and novel intraneuronal Aβ oligomers (AβOi), which were closely associated with exacerbated retinal macrogliosis, microgliosis, and tissue atrophy. These pathologies were unevenly distributed across retinal layers and geometrical areas, with the inner layers and peripheral subregions exhibiting most pronounced accumulations in the MCI and AD versus NC retinas. While microgliosis was increased in the retina of these patients, the proportion of microglial cells engaging in Aβ uptake was reduced. Female AD patients exhibited higher levels of retinal microgliosis than males. Notably, retinal Aβ42, S100 calcium-binding protein B+ macrogliosis, and atrophy correlated with severity of brain Aβ pathology, tauopathy, and atrophy, and most retinal pathologies reflected Braak staging. All retinal biomarkers correlated with the cognitive scores, with retinal Aβ42, far-peripheral AβOi and microgliosis displaying the strongest correlations. Proteomic analysis of AD retinas revealed activation of specific inflammatory and neurodegenerative processes and inhibition of oxidative phosphorylation/mitochondrial, and photoreceptor-related pathways. This study identifies and maps retinopathy in MCI and AD patients, demonstrating the quantitative relationship with brain pathology and cognition, and may lead to reliable retinal biomarkers for noninvasive retinal screening and monitoring of AD.
Collapse
Affiliation(s)
- Yosef Koronyo
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Altan Rentsendorj
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Nazanin Mirzaei
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Giovanna C Regis
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Julia Sheyn
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Haoshen Shi
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Ernesto Barron
- Doheny Eye Institute, University of California Los Angeles, Los Angeles, CA, USA
| | - Galen Cook-Wiens
- Biostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, Los Angeles, CA, 90048, USA
| | - Anthony R Rodriguez
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Rodrigo Medeiros
- Clem Jones Centre for Ageing Dementia Research, Queensland Brain Institute, The University of Queensland, Brisbane, QLD, Australia
- Institute for Memory Impairments and Neurological Disorders, University of California, Irvine, CA, USA
| | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, USA
| | - Veer B Gupta
- School of Medicine, Deakin University, Victoria, Australia
| | - Andrei A Kramerov
- Department of Biomedical Sciences and Eye Program, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Alexander V Ljubimov
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
- Department of Biomedical Sciences and Eye Program, Board of Governors Regenerative Medicine Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Departments of Neurology and Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, USA
| | - Jennifer E Van Eyk
- Departments of Neurology and Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, USA
- Barbra Streisand Women's Heart Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Stuart L Graham
- Save Sight Institute, University of Sydney, Sydney, NSW, Australia
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Vivek K Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - John M Ringman
- Department of Neurology, Keck School of Medicine of USC, Los Angeles, CA, USA
| | - David R Hinton
- Departments of Pathology and Ophthalmology, Keck School of Medicine, USC Roski Eye Institute, University of Southern California, Los Angeles, CA, USA
| | - Carol A Miller
- Department of Pathology Program in Neuroscience, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Keith L Black
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Antonino Cattaneo
- European Brain Research Institute (EBRI), Viale Regina Elena, Rome, Italy
| | - Giovanni Meli
- European Brain Research Institute (EBRI), Viale Regina Elena, Rome, Italy
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Dieu-Trang Fuchs
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA
| | - Maya Koronyo-Hamaoui
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, 90048, USA.
- Departments of Neurology and Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, USA.
| |
Collapse
|
14
|
Shekari F, Abyadeh M, Meyfour A, Mirzaei M, Chitranshi N, Gupta V, Graham SL, Salekdeh GH. Extracellular Vesicles as reconfigurable therapeutics for eye diseases: Promises and hurdles. Prog Neurobiol 2023; 225:102437. [PMID: 36931589 DOI: 10.1016/j.pneurobio.2023.102437] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 03/14/2023] [Indexed: 03/17/2023]
Abstract
A large number of people worldwide suffer from visual impairment. However, most available therapies rely on impeding the development of a particular eye disorder. Therefore, there is an increasing demand for effective alternative treatments, specifically regenerative therapies. Extracellular vesicles, including exosomes, ectosomes, or microvesicles, are released by cells and play a potential role in regeneration. Following an introduction to EV biogenesis and isolation methods, this integrative review provides an overview of our current knowledge about EVs as a communication paradigm in the eye. Then, we focused on the therapeutic applications of EVs derived from conditioned medium, biological fluid, or tissue and highlighted some recent developments in strategies to boost the innate therapeutic potential of EVs by loading various kinds of drugs or being engineered at the level of producing cells or EVs. Challenges faced in the development of safe and effective translation of EV-based therapy into clinical settings for eye diseases are also discussed to pave the road toward reaching feasible regenerative therapies required for eye-related complications.
Collapse
Affiliation(s)
- Faezeh Shekari
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran; Advanced Therapy Medicinal Product Technology Development Center (ATMP-TDC), Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran.
| | | | - Anna Meyfour
- Basic and Molecular Epidemiology of Gastrointestinal Disorders Research Center, Research Institute for Gastroenterology and Liver Diseases, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW, Australia
| | | |
Collapse
|
15
|
Sarkar S, Gupta VK, Sharma S, Shen T, Gupta V, Mirzaei M, Graham SL, Chitranshi N. Computational refinement identifies functional destructive single nucleotide polymorphisms associated with human retinoid X receptor gene. J Biomol Struct Dyn 2023; 41:1458-1478. [PMID: 34971346 DOI: 10.1080/07391102.2021.2021991] [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] [Indexed: 01/18/2023]
Abstract
Alterations in the nuclear retinoid X receptor (RXRs) signalling have been implicated in neurodegenerative disorders such as Alzheimer's disease, Parkinson's disease, stroke, multiple sclerosis and glaucoma. Single nucleotide polymorphisms (SNPs) are the main cause underlying single nucleic acid variations which in turn determine heterogeneity within various populations. These genetic polymorphisms have been suggested to associate with various degenerative disorders in population-wide analysis. This bioinformatics study was designed to investigate, search, retrieve and identify deleterious SNPs which may affect the structure and function of various RXR isoforms through a computational and molecular modelling approach. Amongst the 1,813 retrieved SNPs several were found to be deleterious with rs140464195_G139R, rs368400425_R358W and rs368586400_L383F RXRα mutant variants being the most detrimental ones causing changes in the interatomic interactions and decreasing the flexibility of the mutant proteins. Molecular genetics analysis identified seven missense mutations in RXRα/β/γ isoforms. Two novel mutations SNP IDs (rs1588299621 and rs1057519958) were identified in RXRα isoform. We used several in silico prediction tools such as SIFT, PolyPhen, I-Mutant, Protein Variation Effect Analyzer (PROVEAN), PANTHER, SNP&Go, PhD-SNP and SNPeffect to predict pathogenicity and protein stability associated with RXR mutations. The structural assessment by DynaMut tool revealed that hydrogen bonds were affected along with hydrophobic and carbonyl interactions resulting in reduced flexibility at the mutated residue positions but ultimately stabilizing the molecule as a whole. Summarizing, analysis of the missense mutations in RXR isoforms showed a mix of conclusive and inconclusive genotype-phenotype correlations suggesting the use of sophisticated computational analysis tools for studying RXR variants.Communicated by Ramaswamy H. Sarma.
Collapse
Affiliation(s)
- Soumalya Sarkar
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Vivek K Gupta
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Samridhi Sharma
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Ting Shen
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, Australia
| | - Mehdi Mirzaei
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Stuart L Graham
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| | - Nitin Chitranshi
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, Australia
| |
Collapse
|
16
|
Berry EC, Marshall HN, Mullany S, Torres SD, Schmidt J, Thomson D, Knight LSW, Hollitt GL, Qassim A, Ridge B, Schulz A, Hassall MM, Nguyen TT, Lake S, Mills RA, Agar A, Galanopoulos A, Landers J, Healey PR, Graham SL, Hewitt AW, MacGregor S, Casson RJ, Siggs OM, Craig JE. Physical Activity Is Associated With Macular Thickness: A Multi-Cohort Observational Study. Invest Ophthalmol Vis Sci 2023; 64:11. [PMID: 36867133 PMCID: PMC9988706 DOI: 10.1167/iovs.64.3.11] [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] [Indexed: 03/04/2023] Open
Abstract
Purpose To assess the association between physical activity and spectral-domain optical coherence tomography (SD-OCT)-measured rates of macular thinning in an adult population with primary open-angle glaucoma. Methods The correlation between accelerometer-measured physical activity and rates of macular ganglion cell-inner plexiform layer (GCIPL) thinning was measured in 735 eyes from 388 participants of the Progression Risk of Glaucoma: RElevant SNPs with Significant Association (PROGRESSA) study. The association between accelerometer-measured physical activity and cross-sectional SD-OCT macular thickness was then assessed in 8862 eyes from 6152 participants available for analysis in the UK Biobank who had SD-OCT, ophthalmic, comorbidity, and demographic data. Results Greater physical activity was associated with slower rates of macular GCIPL thinning in the PROGRESSA study (beta = 0.07 µm/y/SD; 95% confidence interval [CI], 0.03-0.13; P = 0.003) after adjustment for ophthalmic, demographic and systemic predictors of macular thinning. This association persisted in subanalyses of participants characterized as glaucoma suspects (beta = 0.09 µm/y/SD; 95% CI, 0.03-0.15; P = 0.005). Participants in the upper tertile (greater than 10,524 steps/d) exhibited a 0.22-µm/y slower rate of macular GCIPL thinning than participants in the lower tertile (fewer than 6925 steps/d): -0.40 ± 0.46 µm/y versus -0.62 ± 0.55 µm/y (P = 0.003). Both time spent doing moderate/vigorous activity and mean daily active calories were positively correlated with rate of macular GCIPL thinning (moderate/vigorous activity: beta = 0.06 µm/y/SD; 95% CI, 0.01-0.105; P = 0.018; active calories: beta = 0.06 µm/y/SD; 95% CI, 0.006-0.114; P = 0.032). Analysis among 8862 eyes from the UK Biobank revealed a positive association between physical activity and cross-sectional total macular thickness (beta = 0.8 µm/SD; 95% CI, 0.47-1.14; P < 0.001). Conclusions These results highlight the potential neuroprotective benefits of exercise on the human retina.
Collapse
Affiliation(s)
- Ella C Berry
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Henry N Marshall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Sean Mullany
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | | | - Joshua Schmidt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Daniel Thomson
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Lachlan S W Knight
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Georgina L Hollitt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Ayub Qassim
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Bronwyn Ridge
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Angela Schulz
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia
| | - Mark M Hassall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Thi Thi Nguyen
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Stewart Lake
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Richard A Mills
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Ashish Agar
- Department of Ophthalmology, University of New South Wales, Sydney, New South Wales, Australia
| | - Anna Galanopoulos
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - John Landers
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Paul R Healey
- Centre for Vision Research, University of Sydney, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Tasmania, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Herston, Queensland, Australia
| | - Robert J Casson
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, South Australia, Australia
| | - Owen M Siggs
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia.,Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| |
Collapse
|
17
|
Marshall H, Berry EC, Torres SD, Mullany S, Schmidt J, Thomson D, Nguyen TT, Knight LS, Hollitt G, Qassim A, Kolovos A, Ridge B, Schulz A, Lake S, Mills RA, Agar A, Galanopoulos A, Landers J, Healey PR, Graham SL, Hewitt AW, Casson RJ, MacGregor S, Siggs OM, Craig JE. Association Between Body Mass Index and Primary Open Angle Glaucoma in Three Cohorts. Am J Ophthalmol 2023; 245:126-133. [PMID: 35970205 DOI: 10.1016/j.ajo.2022.08.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 08/04/2022] [Accepted: 08/04/2022] [Indexed: 10/15/2022]
Abstract
PURPOSE To evaluate the relationship between body mass index (BMI) and glaucoma progression. DESIGN Multicohort observational study. METHODS This study combined a retrospective longitudinal analysis of suspect and early manifest primary open angle glaucoma cases from the Progression Risk of Glaucoma: RElevant SNPs with Significant Association (PROGRESSA) study with 2 replication cohorts from the UK Biobank and the Canadian Longitudinal Study of Ageing (CLSA). In the PROGRESSA study, multivariate analysis correlated BMI with longitudinal visual field progression in 471 participants. The BMI was then associated with glaucoma diagnosis and cross-sectional vertical cup-disc ratio (VCDR) measurements in the UK Biobank, and finally prospectively associated with longitudinal change in VCDR in the CLSA study. RESULTS In the PROGRESSA study, a lower BMI conferred a faster rate of visual field progression (mean duration of monitoring (5.28 ± 1.80 years (10.6 ± 3.59 visits) (β 0.04 dB/year/SD95% CI [0.005, 0.069]; P = .013). In the UK Biobank, a 1 standard deviation lower BMI was associated with a worse cross-sectional VCDR (β -0.048/SD 95% CI [-0.056, 0.96]; P < .001) and a 10% greater likelihood of glaucoma diagnosis, as per specialist grading of retinal fundus imaging (OR 0.90 95% CI [0.84, 0.98]; P = .011). Similarly, a lower BMI was associated with a greater risk of glaucoma diagnosis as per International Classification of Disease data (OR 0.94/SD; 95% CI [0.91, 0.98]; P = .002). Body mass index was also positively correlated with intraocular pressure (β 0.11/SD; 95% CI [0.06, 0.15]; P < .001). Finally, a lower BMI was then associated with greater VCDR change in the CLSA (β -0.007/SD; 95% CI [-0.01, -0.001]; P = .023). CONCLUSIONS Body mass index correlated with longitudinal and cross-sectional glaucomatous outcomes. This supports previous work illustrating a correlation between BMI and glaucoma.
Collapse
Affiliation(s)
- Henry Marshall
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C).
| | - Ella C Berry
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | | | - Sean Mullany
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C); QIMR Berghofer Medical Research Institute, Herston, Australia (S.D.T, S.M)
| | - Joshua Schmidt
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Daniel Thomson
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Thi Thi Nguyen
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Lachlan Sw Knight
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Georgina Hollitt
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Ayub Qassim
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Antonia Kolovos
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Bronwyn Ridge
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Angela Schulz
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia (A.S, S.L.G)
| | - Stewart Lake
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Richard A Mills
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Ashish Agar
- Department of Ophthalmology, University of New South Wales, Sydney, Australia (A.A)
| | - Anna Galanopoulos
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, Australia (A.G, R.J.C)
| | - John Landers
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| | - Paul R Healey
- Centre for Vision Research, University of Sydney, Sydney, Australia (P.R.H)
| | - Stuart L Graham
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia (A.S, S.L.G)
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Tasmania, Australia (A.W.H)
| | - Robert J Casson
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, Australia (A.G, R.J.C)
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Herston, Australia (S.D.T, S.M)
| | - Owen M Siggs
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C); Garvan Institute of Medical Research, Sydney, Australia (O.M.S)
| | - Jamie E Craig
- From Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia (H.M, E.C.B, S.M, J.S, D.T, T.T.N, L.S.W.K, G.H, A.Q, A.K, B.R, S.L, R.A.M, J.L, O.M.S, J.E.C)
| |
Collapse
|
18
|
Basavarajappa D, Gupta V, Wall RV, Gupta V, Chitranshi N, Mirshahvaladi SSO, Palanivel V, You Y, Mirzaei M, Klistorner A, Graham SL. S1PR1 signaling attenuates apoptosis of retinal ganglion cells via modulation of cJun/Bim cascade and Bad phosphorylation in a mouse model of glaucoma. FASEB J 2023; 37:e22710. [PMID: 36520045 DOI: 10.1096/fj.202201346r] [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: 08/16/2022] [Revised: 11/09/2022] [Accepted: 12/02/2022] [Indexed: 12/23/2022]
Abstract
Glaucoma is a complex neurodegenerative disease characterized by optic nerve damage and apoptotic retinal ganglion cell (RGC) death, and is the leading cause of irreversible blindness worldwide. Among the sphingosine 1-phosphate receptors (S1PRs) family, S1PR1 is a highly expressed subtype in the central nervous system and has gained rapid attention as an important mediator of pathophysiological processes in the brain and the retina. Our recent study showed that mice treated orally with siponimod drug exerted neuroprotection via modulation of neuronal S1PR1 in experimental glaucoma. This study identified the molecular signaling pathway modulated by S1PR1 activation with siponimod treatment in RGCs in glaucomatous injury. We investigated the critical neuroprotective signaling pathway in vivo using mice deleted for S1PR1 in RGCs. Our results showed marked upregulation of the apoptotic pathway was associated with decreased Akt and Erk1/2 activation levels in the retina in glaucoma conditions. Activation of S1PR1 with siponimod treatment significantly increased neuroprotective Akt and Erk1/2 activation and attenuated the apoptotic signaling via suppression of c-Jun/Bim cascade and by increasing Bad phosphorylation. Conversely, deletion of S1PR1 in RGCs significantly increased the apoptotic cells in the ganglion cell layer in glaucoma and diminished the neuroprotective effects of siponimod treatment on Akt/Erk1/2 activation, c-Jun/Bim cascade, and Bad phosphorylation. Our data demonstrated that activation of S1PR1 in RGCs induces crucial neuroprotective signaling that suppresses the proapoptotic c-Jun/Bim cascade and increases antiapoptotic Bad phosphorylation. Our findings suggest that S1PR1 is a potential therapeutic target for neuroprotection of RGCs in glaucoma.
Collapse
Affiliation(s)
- Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Roshana Vander Wall
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, Victoria, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Seyed Shahab Oddin Mirshahvaladi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Viswanthram Palanivel
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Yuyi You
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Alexander Klistorner
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde Sydney, New South Wales, Australia
| |
Collapse
|
19
|
Palanivel V, Gupta V, Mirshahvaladi SSO, Sharma S, Gupta V, Chitranshi N, Mirzaei M, Graham SL, Basavarajappa D. Neuroprotective Effects of Neuropeptide Y on Human Neuroblastoma SH-SY5Y Cells in Glutamate Excitotoxicity and ER Stress Conditions. Cells 2022; 11:cells11223665. [PMID: 36429093 PMCID: PMC9688085 DOI: 10.3390/cells11223665] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 11/15/2022] [Accepted: 11/16/2022] [Indexed: 11/19/2022] Open
Abstract
Neuropeptide Y (NPY), a sympathetic neurotransmitter, is involved in various physiological functions, and its dysregulation is implicated in several neurodegenerative diseases. Glutamate excitotoxicity, endoplasmic reticulum (ER) stress, and oxidative stress are the common mechanisms associated with numerous neurodegenerative illnesses. The present study aimed to elucidate the protective effects of NPY against glutamate toxicity and tunicamycin-induced ER stress in the human neuroblastoma SH-SY5Y cell line. We exposed the SH-SY5Y cells to glutamate and tunicamycin for two different time points and analyzed the protective effects of NPY at different concentrations. The protective effects of NPY treatments were assessed by cell viability assay, and the signalling pathway changes were evaluated by biochemical techniques such as Western blotting and immunofluorescence assays. Our results showed that treatment of SH-SY5Y cells with NPY significantly increased the viability of the cells in both glutamate toxicity and ER stress conditions. NPY treatments significantly attenuated the glutamate-induced pro-apoptotic activation of ERK1/2 and JNK/BAD pathways. The protective effects of NPY were further evident against tunicamycin-induced ER stress. NPY treatments significantly suppressed the ER stress activation by downregulating BiP, phospho-eIF2α, and CHOP expression. In addition, NPY alleviated the Akt/FoxO3a pathway in acute oxidative conditions caused by glutamate and tunicamycin in SH-SY5Y cells. Our results demonstrated that NPY is neuroprotective against glutamate-induced cell toxicity and tunicamycin-induced ER stress through anti-apoptotic actions.
Collapse
Affiliation(s)
- Viswanthram Palanivel
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
- Correspondence: (V.P.); (D.B.)
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Seyed Shahab Oddin Mirshahvaladi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Samridhi Sharma
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, VIC 3216, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW 2000, Australia
| | - Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia
- Correspondence: (V.P.); (D.B.)
| |
Collapse
|
20
|
Siggs OM, Qassim A, Han X, Marshall HN, Mullany S, He W, Souzeau E, Galanopoulos A, Agar A, Landers J, Casson RJ, Hewitt AW, Healey PR, Graham SL, MacGregor S, Craig JE. Association of High Polygenic Risk With Visual Field Worsening Despite Treatment in Early Primary Open-Angle Glaucoma. JAMA Ophthalmol 2022; 141:2798369. [PMID: 36355370 PMCID: PMC9650622 DOI: 10.1001/jamaophthalmol.2022.4688] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 09/21/2022] [Indexed: 08/31/2023]
Abstract
Importance Irreversible vision loss from primary open-angle glaucoma (POAG) can be prevented through timely diagnosis and treatment, although definitive diagnosis can be difficult in early-stage disease. As a consequence, large numbers of individuals with suspected glaucoma require regular monitoring, even though many of these may never develop disease and other high-risk individuals with suspected glaucoma may have delayed or inadequate treatment. POAG is one of the most heritable common diseases, and this provides an opportunity to use genetic instruments in risk-stratified screening, diagnosis, and treatment of early glaucoma. Objective To assess the association of glaucoma polygenic risk with glaucoma progression in early-stage disease. Design, Setting, and Participants This cohort study used clinical and genetic data obtained from a longitudinal cohort study, Progression Risk of Glaucoma: Relevant SNPs With Significant Association (PROGRESSA). Participants of European ancestry with characteristic optic nerve head changes suggestive of glaucoma were included. Data were collected between February 2012 and June 2020. Analysis took place between July 2020 and April 2022. Main Outcomes and Measures The association of a glaucoma polygenic risk score (PRS) (2673 uncorrelated variants) with rate of peripapillary retinal nerve fiber layer thinning on optical coherence tomography and progression of visual field loss on 24-2 Humphrey visual fields. Results A total of 1777 eyes from 896 individuals had sufficient data for structural progression analyses and 1563 eyes from 808 individuals for functional progression analyses. The mean (SD) age was 62.1 (9.9) years, 488 (44%) were male, and 1087 of 1103 individuals (98.5%) had European ancestry. An ancestrally matched normative population cohort (n = 17 642) was used for PRS reference. Individuals in the top 5% PRS risk group were at a higher risk of visual field progression compared with the remaining 95% after 5 years (hazard ratio, 1.5; 95% CI, 1.13-1.97; P = .005). Conversely, those in the bottom 20% PRS risk group were at a lower risk of visual field progression compared with an intermediate risk group over 3 years (hazard ratio, 0.52; 95% CI, 0.28-0.96; P = .04). Conclusions and Relevance In this study, high polygenic risk was associated with more rapid structural and functional progression in early POAG, despite more intensive treatment. A PRS may serve as a valuable adjunct to identify individuals who stand to benefit the most from more frequent surveillance and earlier or more intensive treatment.
Collapse
Affiliation(s)
- Owen M. Siggs
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
- Garvan Institute of Medical Research, Darlinghurst, Australia
| | - Ayub Qassim
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| | - Xikun Han
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Henry N. Marshall
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| | - Sean Mullany
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| | - Weixiong He
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | - Emmanuelle Souzeau
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| | - Anna Galanopoulos
- South Australian Institute of Ophthalmology, University of Adelaide, Adelaide, Australia
| | - Ashish Agar
- Department of Ophthalmology, Prince of Wales Hospital, Randwick, Australia
| | - John Landers
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| | - Robert J. Casson
- South Australian Institute of Ophthalmology, University of Adelaide, Adelaide, Australia
| | - Alex W. Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Paul R. Healey
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Australia
| | - Stuart L. Graham
- Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Australia
| | | | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Bedford Park, Australia
| |
Collapse
|
21
|
Mirzaei M, Abyadeh M, Turner AJ, Wall RV, Chick JM, Paulo JA, Gupta VK, Basavarajappa D, Chitranshi N, Mirshahvaladi SSO, You Y, Fitzhenry MJ, Amirkhani A, Haynes PA, Klistorner A, Gupta V, Graham SL. Fingolimod effects on the brain are mediated through biochemical modulation of bioenergetics, autophagy, and neuroinflammatory networks. Proteomics 2022; 22:e2100247. [PMID: 35866514 PMCID: PMC9786555 DOI: 10.1002/pmic.202100247] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/30/2022] [Accepted: 07/18/2022] [Indexed: 12/30/2022]
Abstract
Fingolimod (FTY720) is an oral drug approved by the Food and Drug Administration (FDA) for management of multiple sclerosis (MS) symptoms, which has also shown beneficial effects against Alzheimer's (AD) and Parkinson's (PD) diseases pathologies. Although an extensive effort has been made to identify mechanisms underpinning its therapeutic effects, much remains unknown. Here, we investigated Fingolimod induced proteome changes in the cerebellum (CB) and frontal cortex (FC) regions of the brain which are known to be severely affected in MS, using a tandem mass tag (TMT) isobaric labeling-based quantitative mass-spectrometric approach to investigate the mechanism of action of Fingolimod. This study identified 6749 and 6319 proteins in CB and FC, respectively, and returned 2609 and 3086 differentially expressed proteins in mouse CB and FC, respectively, between Fingolimod treated and control groups. Subsequent bioinformatics analyses indicated a metabolic reprogramming in both brain regions of the Fingolimod treated group, where oxidative phosphorylation was upregulated while glycolysis and pentose phosphate pathway were downregulated. In addition, modulation of neuroinflammation in the Fingolimod treated group was indicated by upregulation of retrograde endocannabinoid signaling and autophagy pathways, and downregulation of neuroinflammation related pathways including neutrophil degranulation and the IL-12 mediated signaling pathway. Our findings suggest that Fingolimod may exert its protective effects on the brain by inducing metabolic reprogramming and neuroinflammation pathway modulation.
Collapse
Affiliation(s)
- Mehdi Mirzaei
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | | | - Anita J. Turner
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Roshana Vander Wall
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Joel M. Chick
- Department of Cell BiologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Joao A. Paulo
- Department of Cell BiologyHarvard Medical SchoolBostonMassachusettsUSA
| | - Veer K. Gupta
- School of MedicineDeakin UniversityGeelongVICAustralia
| | - Devaraj Basavarajappa
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Nitin Chitranshi
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Seyed Shahab Oddin Mirshahvaladi
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Yuyi You
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | | | - Ardeshir Amirkhani
- Australian Proteome Analysis FacilityMacquarie UniversitySydneyNSWAustralia
| | - Paul A. Haynes
- School of Natural SciencesMacquarie UniversityMacquarie ParkNSWAustralia
- Biomolecular Discovery Research CentreMacquarie UniversitySydneyNSWAustralia
| | - Alexander Klistorner
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Vivek Gupta
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| | - Stuart L. Graham
- Department of Clinical MedicineFaculty of MedicineHealth and Human SciencesMacquarie Medical SchoolMacquarie UniversityMacquarie Park, North RydeSydneyNSWAustralia
| |
Collapse
|
22
|
Shi H, Yin Z, Koronyo Y, Fuchs DT, Sheyn J, Davis MR, Wilson JW, Margeta MA, Pitts KM, Herron S, Ikezu S, Ikezu T, Graham SL, Gupta VK, Black KL, Mirzaei M, Butovsky O, Koronyo-Hamaoui M. Regulating microglial miR-155 transcriptional phenotype alleviates Alzheimer's-induced retinal vasculopathy by limiting Clec7a/Galectin-3 + neurodegenerative microglia. Acta Neuropathol Commun 2022; 10:136. [PMID: 36076283 PMCID: PMC9461176 DOI: 10.1186/s40478-022-01439-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022] Open
Abstract
Single cell RNA sequencing studies identified novel neurodegeneration-associated microglial (MGnD/DAM) subtypes activated around cerebral amyloid plaques. Micro-RNA (miR)-155 of the TREM2-APOE pathway was shown to be a key transcriptional regulator of MGnD microglial phenotype. Despite growing interest in studying manifestations of Alzheimer's disease (AD) in the retina, a CNS organ accessible to noninvasive high-resolution imaging, to date MGnD microglia have not been studied in the AD retina. Here, we discovered the presence and increased populations of Clec7a+ and Galectin-3+ MGnD microglia in retinas of transgenic APPSWE/PS1L166P AD-model mice. Conditionally targeting MGnD microglia by miR-155 ablation via the tamoxifen-inducible CreERT2 system in APPSWE/PS1L166P mice diminished retinal Clec7a+ and Galectin-3+ microglial populations while increasing homeostatic P2ry12+ microglia. Retinal MGnD microglia were often adhering to microvessels; their depletion protected the inner blood-retina barrier and reduced vascular amyloidosis. Microglial miR-155 depletion further limits retinal inflammation. Mass spectrometry analysis revealed enhanced retinal PI3K-Akt signaling and predicted IL-8 and Spp1 decreases in mice with microglia-specific miR-155 knockout. Overall, this study identified MGnD microglia in APPSWE/PS1L166P mouse retina. Transcriptional regulation of these dysfunctional microglia mitigated retinal inflammation and vasculopathy. The protective effects of microglial miR-155 ablation should shed light on potential treatments for retinal inflammation and vascular damage during AD and other ocular diseases.
Collapse
Affiliation(s)
- Haoshen Shi
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Zhuoran Yin
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Yosef Koronyo
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Dieu-Trang Fuchs
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Julia Sheyn
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Miyah R Davis
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Jered W Wilson
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Milica A Margeta
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Kristen M Pitts
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Department of Ophthalmology, Massachusetts Eye and Ear Infirmary, Harvard Medical School, Boston, MA, USA
| | - Shawn Herron
- Department of Pharmacology and Experimental Therapeutics, Boston University School of Medicine, Boston, MA, USA
| | - Seiko Ikezu
- Department of Neuroscience, Mayo Clinic Florida, Jacksonville, FL, USA
| | - Tsuneya Ikezu
- Department of Neuroscience, Mayo Clinic Florida, Jacksonville, FL, USA
| | - Stuart L Graham
- Department of Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Vivek K Gupta
- Department of Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Keith L Black
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA
| | - Mehdi Mirzaei
- Department of Molecular Sciences, Macquarie University, Sydney, NSW, Australia
- Department of Clinical Medicine, Department of Molecular Sciences and Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW, Australia
| | - Oleg Butovsky
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Evergrande Center for Immunologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Maya Koronyo-Hamaoui
- Department of Neurosurgery, Maxine Dunitz Neurosurgical Research Institute, Cedars-Sinai Medical Center, 127 S. San Vicente Blvd., Los Angeles, CA, A6212, USA.
- Department of Biomedical Sciences, Division of Applied Cell Biology and Physiology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.
| |
Collapse
|
23
|
Klistorner S, Barnett MH, Parratt J, Yiannikas C, Graham SL, Klistorner A. Choroid plexus volume in multiple sclerosis predicts expansion of chronic lesions and brain atrophy. Ann Clin Transl Neurol 2022; 9:1528-1537. [PMID: 36056634 PMCID: PMC9539382 DOI: 10.1002/acn3.51644] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [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] [Received: 05/17/2022] [Revised: 07/19/2022] [Accepted: 07/27/2022] [Indexed: 12/02/2022] Open
Abstract
Objectives Recent studies suggested that the expansion of long‐standing multiple sclerosis (MS) lesions and an enlargement of choroid plexus may be linked to chronic inflammation and microglial activation. We investigated the potential association between plexus volume and subsequent lesion expansion in patients with relapsing‐remitting MS. Methods Pre‐ and post‐gadolinium 3D‐T1, 3D FLAIR and diffusion tensor images were acquired from 49 patients. Choroid plexus (CP) volume (normalised by Total Intracranial Volume, TIV) and lesion activity were analysed between baseline and 48 months. In addition, plexus volume was measured in 40 healthy controls of similar age and gender. Results Baseline CP/TIV ratio was significantly larger in RRMS patients compared to normal controls (p < 0.001). CP/TIV ratio remained stable in RRMS patients during follow‐up period. There was a strong correlation between baseline CP/TIV ratio and subsequent rate of chronic lesion expansion (p < 0.001), which was stronger in close proximity to CSF. A cut‐off of 98 × 10−5 CP/TIV ratio predicted future lesion expansion with a sensitivity of 85% and specificity of 76%. CP/TIV ratio larger than a cut‐off was associated with >8‐fold increased risk of chronic lesion expansion. Baseline CP/TIV ratio was also associated with change in Mean Diffusivity (MD) inside of chronic lesions. Furthermore, baseline CP/TIV ratio significantly correlated with central brain atrophy. There was, however, no correlation between CP/TIV ratio and volume of new lesions. Interpretation Our data demonstrate that baseline CP/TIV ratio predicts subsequent expansion of chronic periventricular MS lesions and associated tissue damage within and outside of chronic lesions.
Collapse
Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Michael H Barnett
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.,Sydney Neuroimaging Analysis Centre, Camperdown, New South Wales, Australia
| | - John Parratt
- Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Con Yiannikas
- Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.,Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| |
Collapse
|
24
|
Daniszewski M, Senabouth A, Liang HH, Han X, Lidgerwood GE, Hernández D, Sivakumaran P, Clarke JE, Lim SY, Lees JG, Rooney L, Gulluyan L, Souzeau E, Graham SL, Chan CL, Nguyen U, Farbehi N, Gnanasambandapillai V, McCloy RA, Clarke L, Kearns LS, Mackey DA, Craig JE, MacGregor S, Powell JE, Pébay A, Hewitt AW. Retinal ganglion cell-specific genetic regulation in primary open-angle glaucoma. Cell Genom 2022; 2:100142. [PMID: 36778138 PMCID: PMC9903700 DOI: 10.1016/j.xgen.2022.100142] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [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: 09/19/2020] [Revised: 03/08/2021] [Accepted: 05/11/2022] [Indexed: 10/18/2022]
Abstract
To assess the transcriptomic profile of disease-specific cell populations, fibroblasts from patients with primary open-angle glaucoma (POAG) were reprogrammed into induced pluripotent stem cells (iPSCs) before being differentiated into retinal organoids and compared with those from healthy individuals. We performed single-cell RNA sequencing of a total of 247,520 cells and identified cluster-specific molecular signatures. Comparing the gene expression profile between cases and controls, we identified novel genetic associations for this blinding disease. Expression quantitative trait mapping identified a total of 4,443 significant loci across all cell types, 312 of which are specific to the retinal ganglion cell subpopulations, which ultimately degenerate in POAG. Transcriptome-wide association analysis identified genes at loci previously associated with POAG, and analysis, conditional on disease status, implicated 97 statistically significant retinal ganglion cell-specific expression quantitative trait loci. This work highlights the power of large-scale iPSC studies to uncover context-specific profiles for a genetically complex disease.
Collapse
Affiliation(s)
- Maciej Daniszewski
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Anne Senabouth
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Helena H. Liang
- Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Xikun Han
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Grace E. Lidgerwood
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Damián Hernández
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Priyadharshini Sivakumaran
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Jordan E. Clarke
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Shiang Y. Lim
- Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,O’Brien Institute Department of St Vincent’s Institute of Medical Research, Melbourne, Fitzroy, VIC 3065, Australia
| | - Jarmon G. Lees
- O’Brien Institute Department of St Vincent’s Institute of Medical Research, Melbourne, Fitzroy, VIC 3065, Australia,Department of Medicine, St Vincent’s Hospital, The University of Melbourne, Parkville, VIC 3010, Australia
| | - Louise Rooney
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Lerna Gulluyan
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Emmanuelle Souzeau
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Stuart L. Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Macquarie Park, NSW 2109, Australia
| | - Chia-Ling Chan
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Uyen Nguyen
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Nona Farbehi
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Vikkitharan Gnanasambandapillai
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Rachael A. McCloy
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia
| | - Linda Clarke
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - Lisa S. Kearns
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia
| | - David A. Mackey
- Lions Eye Institute, Centre for Vision Sciences, University of Western Australia, Crawley, WA 6009, Australia,School of Medicine, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS 7005, Australia
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, SA 5042, Australia
| | - Stuart MacGregor
- QIMR Berghofer Medical Research Institute, Brisbane, QLD 4006, Australia
| | - Joseph E. Powell
- Garvan Weizmann Centre for Cellular Genomics, Garvan Institute of Medical Research, The Kinghorn Cancer Centre, Darlinghurst, NSW 2010, Australia,UNSW Cellular Genomics Futures Institute, University of New South Wales, Sydney, NSW 2052, Australia,Corresponding author
| | - Alice Pébay
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC 3010, Australia,Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia,Corresponding author
| | - Alex W. Hewitt
- Department of Surgery, The University of Melbourne, Parkville, VIC 3010, Australia,Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC 3002, Australia,School of Medicine, Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS 7005, Australia,Corresponding author
| |
Collapse
|
25
|
Mullany S, Marshall H, Diaz-Torres S, Berry EC, Schmidt JM, Thomson D, Qassim A, To MS, Dimasi D, Kuot A, Knight LS, Hollitt G, Kolovos A, Schulz A, Lake S, Mills RA, Agar A, Galanopoulos A, Landers J, Mitchell P, Healey PR, Graham SL, Hewitt AW, Souzeau E, Hassall MM, Klebe S, MacGregor S, Gharahkhani P, Casson RJ, Siggs OM, Craig JE. The APOE E4 Allele Is Associated with Faster Rates of Neuroretinal Thinning in a Prospective Cohort Study of Suspect and Early Glaucoma. Ophthalmology Science 2022; 2:100159. [PMID: 36249683 PMCID: PMC9560531 DOI: 10.1016/j.xops.2022.100159] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 04/08/2022] [Accepted: 04/08/2022] [Indexed: 11/24/2022]
Abstract
Purpose Design Participants Methods Main Outcome Measures Results Conclusions
Collapse
|
26
|
Klistorner A, Klistorner S, You Y, Graham SL, Yiannikas C, Parratt J, Barnett M. Long-term Effect of Permanent Demyelination on Axonal Survival in Multiple Sclerosis. Neurol Neuroimmunol Neuroinflamm 2022; 9:9/3/e1155. [PMID: 35241572 PMCID: PMC8893590 DOI: 10.1212/nxi.0000000000001155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 01/24/2022] [Indexed: 12/12/2022]
Abstract
Background and Objectives To investigate the long-term effect of permanent demyelination on axonal attrition by examining an association between intereye asymmetry of the multifocal visual evoked potential (mfVEP) latency delay and subsequent thinning of retinal ganglion cell axons in patients with a long-standing history of unilateral optic neuritis (ON). Methods Only patients with a significant degree of chronic demyelination (intereye latency asymmetry >5 ms) were included in this study. The level of optic nerve demyelination was estimated at baseline by the latency delay of mfVEP, while the degree of axonal loss was assessed by thinning of the retinal nerve fiber layer (RNFL) thickness between baseline and follow-up visits. Low-contrast visual acuity (LCVA) was also evaluated at baseline and follow-up. Patients were examined twice with an average interval of 6.1 ± 1.4 years. Results From 85 examined patients with multiple sclerosis, 28 satisfied inclusion criteria. Latency of the mfVEP was delayed, and RNFL thickness was reduced in ON eyes compared with fellow eyes at both visits. There was significant correlation between latency asymmetry and baseline or follow-up intereye RNFL thickness asymmetry. Intereye asymmetry of LCVA at baseline correlated with baseline latency asymmetry of mfVEP and baseline asymmetry of RNFL thickness. Latency of the mfVEP in ON eyes improved slightly during the follow-up period, whereas latency of the fellow eye remained stable. By contrast, RNFL thickness significantly declined in both ON and fellow eyes during the follow-up period. The rate of RNFL thinning in ON eyes, however, was more than 2 times faster compared with the fellow eyes (p < 0.001). Furthermore, baseline latency asymmetry significantly correlated with the rate of RNFL thinning in ON eyes during the follow-up (p < 0.001), explaining almost half of the variability of temporal RNFL progression. For each millisecond of latency delay (i.e., ∼0.5 mm of demyelination along the optic nerve), temporal RNFL thickness was annually reduced by 0.05%. Discussion Our study provides clear in vivo evidence that chronic demyelination significantly accelerates axonal loss. However, because this process is slow and its effect is mild, long-term monitoring is required to establish and confidently measure the neurodegenerative consequences of demyelination.
Collapse
Affiliation(s)
- Alexandr Klistorner
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia.
| | - Samuel Klistorner
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia.
| | - Yuyi You
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia
| | - Stuart L Graham
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia
| | - Con Yiannikas
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia
| | - John Parratt
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia
| | - Michael Barnett
- From the Save Sight Institute (A.K., S.K., and Y.Y.), Sydney Medical School, University of Sydney, New South Wales, Australia; Faculty of Medicine and Health Sciences (A.K., Y.Y., and S.L.G.), Macquarie University, Sydney, New South Wales, Australia; Royal North Shore Hospital (S.K., C.Y., and J.P.), Sydney, New South Wales, Australia; Brain and Mind Centre (M.B.), University of Sydney, New South Wales, Australia; and Sydney Neuroimaging Analysis Centre (M.B.), Camperdown, New South Wales, Australia
| |
Collapse
|
27
|
Klistorner S, Barnett MH, Graham SL, Wang C, Klistorner A. The expansion and severity of chronic MS lesions follows a periventricular gradient. Mult Scler 2022; 28:1504-1514. [PMID: 35296170 DOI: 10.1177/13524585221080667] [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] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND OBJECTIVES Expansion of chronic lesions in multiple sclerosis (MS) patients and recently described cerebrospinal fluid (CSF)-related gradient of tissue damage are linked to microglial activation. The aim of this study was to investigate whether lesion expansion is associated with proximity to ventricular CSF spaces. METHODS Pre- and post-gadolinium three-dimensional (3D)-T1, 3D FLAIR and diffusion tensor images were acquired from 36 relapsing-remitting MS (RRMS) patients. Lesional activity was analysed between baseline and 48 months at different distances from the CSF using successive 1 mm thick concentric bands radiating from the ventricles. RESULTS Voxel-based analysis of the rate of lesion expansion demonstrated a clear periventricular gradient decreasing away from the ventricles. This was particularly apparent when lesions of equal diameter were analysed. Periventricular lesional tissue showed higher degree of tissue destruction at baseline that significantly increased during follow-up in bands close to CSF. This longitudinal change was proportional to degree of lesion expansion. Lesion-wise analysis revealed a gradual, centrifugal decrease in the proportion of expanding lesions from the immediate periventricular zone. DISCUSSION Our data suggest that chronic white matter lesions in close proximity to the ventricles are more destructive, show a higher degree of expansion at the lesion border and accelerated tissue loss in the lesion core.
Collapse
Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
| | - Michael H Barnett
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia/Sydney Neuroimaging Analysis Centre, Camperdown, NSW, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Chenyu Wang
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia/Sydney Neuroimaging Analysis Centre, Camperdown, NSW, Australia
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia/Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| |
Collapse
|
28
|
Sharma S, Shen T, Chitranshi N, Gupta V, Basavarajappa D, Sarkar S, Mirzaei M, You Y, Krezel W, Graham SL, Gupta V. Correction to: Retinoid X Receptor: Cellular and Biochemical Roles of Nuclear Receptor with a Focus on Neuropathological Involvement. Mol Neurobiol 2022; 59:2051. [PMID: 35278210 PMCID: PMC9016013 DOI: 10.1007/s12035-022-02767-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Samridhi Sharma
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
| | - Ting Shen
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, VIC, Australia
| | - Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Soumalya Sarkar
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Yuyi You
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, University of Sydney, Sydney, NSW, Australia
| | - Wojciech Krezel
- Institut de Genetique Et de Biologie Moleculaire Et, Cellulaire, INSERM U1258, CNRS UMR 7104, Unistra, 67404, Illkirch, Graffenstaden, France
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, University of Sydney, Sydney, NSW, Australia
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
| |
Collapse
|
29
|
Marshall H, Mullany S, Han X, Berry EC, Hassall MM, Qassim A, Nguyen T, Hollitt GL, Knight LS, Ridge B, Schmidt J, Crowley C, Schulz A, Mills RA, Agar A, Galanopoulos A, Landers J, Healey PR, Graham SL, Hewitt AW, Casson RJ, MacGregor S, Siggs OM, Craig JE. Genetic Risk of Cardiovascular Disease Is Associated with Macular Ganglion Cell-Inner Plexiform Layer Thinning in an Early Glaucoma Cohort. Ophthalmol Sci 2022; 2:100108. [PMID: 36246177 PMCID: PMC9559075 DOI: 10.1016/j.xops.2021.100108] [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] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 11/05/2021] [Accepted: 12/16/2021] [Indexed: 06/16/2023]
Abstract
PURPOSE To evaluate the association between genetic risk for cardiovascular disease and retinal thinning in early glaucoma. DESIGN Prospective, observational genetic association study. PARTICIPANTS Multicohort study combining a cohort of patients with suspect and early manifest primary open-angle glaucoma (POAG), a cohort of patients with perimetric POAG, and an external normative control cohort. METHODS A cardiovascular disease genetic risk score was calculated for 828 participants from the Progression Risk of Glaucoma: Relevant SNPs [single nucleotide polymorphisms] with Significant Association (PROGRESSA) study. Participants were characterized as showing either predominantly macular ganglion cell-inner plexiform layer (GCIPL), predominantly peripapillary retinal nerve fiber layer (pRNFL) or equivalent macular GCIPL and pRNFL spectral-domain OCT thinning. The cardiovascular disease genetic risk scores for these groups were compared to an internal reference group of stable suspected glaucoma and of an external normative population. Replication was undertaken by comparing the phenotypes of participants from the Australia New Zealand Registry of Advanced Glaucoma (ANZRAG) with the normative control group. MAIN OUTCOME MEASURES Spectral-domain OCT and Humphrey Visual Field (HVF) change. RESULTS After accounting for age, sex, and intraocular pressure (IOP), participants with predominantly macular GCIPL thinning showed a higher cardiovascular disease genetic risk score than reference participants (odds ratio [OR], 1.76/standard deviation [SD]; 95% confidence interval [CI], 1.18-2.62; P = 0.005) and than normative participants (OR, 1.32/SD; 95% CI, 1.12-1.54; P = 0.002). This finding was replicated by comparing ANZRAG participants with predominantly macular GCIPL change with the normative population (OR, 1.39/SD; 95% CI, 1.05-1.83; P = 0.022). Review of HVF data identified that participants with paracentral visual field defects also demonstrated a higher cardiovascular disease genetic risk score than reference participants (OR, 1.85/SD; 95% CI, 1.16-2.97; P = 0.010). Participants with predominantly macular GCIPL thinning exhibited a higher vertical cup-to-disc ratio genetic risk score (OR, 1.48/SD; 95% CI, 1.24-1.76; P < 0.001), but an IOP genetic risk score (OR, 1.12/SD; 95% CI, 0.95-1.33; P = 0.179) comparable with that of the normative population. CONCLUSIONS This study highlighted the relationship between cardiovascular disease and retinal thinning in suspect and manifest glaucoma cases.
Collapse
Key Words
- ANOVA, analysis of variance
- ANZRAG, Australia New Zealand Registry of Advanced Glaucoma
- CI, confidence interval
- Cardiovascular disease
- DDLS, Disc Damage Likelihood Scale
- GCIPL, ganglion cell–inner plexiform layer
- Glaucoma
- HVF, Humphrey Visual Field
- IOP, intraocular pressure
- Macular GCIPL
- OR, odds ratio
- POAG, primary open-angle glaucoma
- PROGRESSA, Progression Risk of Glaucoma: Relevant SNPs with Significant Association
- Paracentral visual field
- Retinal thinning
- SNP, single nucleotide polymorphism
- VCDR, vertical cup-to-disc ratio
- pRNFL, peripapillary retinal nerve fiber layer
Collapse
Affiliation(s)
- Henry Marshall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Sean Mullany
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Xikun Han
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
| | - Ella C. Berry
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Mark M. Hassall
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Ayub Qassim
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Thi Nguyen
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Georgina L. Hollitt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Lachlan S.W. Knight
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Bronwyn Ridge
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Joshua Schmidt
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Caroline Crowley
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Angela Schulz
- Faculty of Health and Medical Sciences, Macquarie University, Sydney, Australia
| | - Richard A. Mills
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Ashish Agar
- Department of Ophthalmology, University of New South Wales, Sydney, Australia
| | - Anna Galanopoulos
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, Australia
| | - John Landers
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| | - Paul R. Healey
- Centre for Vision Research, University of Sydney, Sydney, Australia
| | - Stuart L. Graham
- Department of Ophthalmology, University of New South Wales, Sydney, Australia
| | - Alex W. Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Robert J. Casson
- Discipline of Ophthalmology and Visual Sciences, University of Adelaide, Adelaide, Australia
| | - Stuart MacGregor
- Statistical Genetics Laboratory, QIMR Berghofer Medical Research Institute, Herston, Brisbane, Australia
| | - Owen M. Siggs
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
- Garvan Institute of Medical Research, Sydney, Australia
| | - Jamie E. Craig
- Department of Ophthalmology, Flinders Health and Medical Research Institute, Flinders University, Adelaide, Australia
| |
Collapse
|
30
|
Gupta V, Chitranshi N, Gupta V, You Y, Rajput R, Paulo JA, Mirzaei M, van den Buuse M, Graham SL. TrkB receptor agonist 7,8 dihydroxyflavone is protective against the inner retinal deficits induced by experimental glaucoma. Neuroscience 2022; 490:36-48. [PMID: 35217121 PMCID: PMC9142859 DOI: 10.1016/j.neuroscience.2022.01.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [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: 08/04/2021] [Revised: 01/17/2022] [Accepted: 01/25/2022] [Indexed: 12/31/2022]
Abstract
Glaucoma is an age-related neurodegenerative disorder characterized by retinal ganglion cell (RGC) degeneration and excavation of the optic nerve head (ONH). It is associated with an increase in intraocular pressure (IOP) and progressive decline in the visual field. Reduction in the retrograde axonal transport of neurotrophic factors such as brain-derived neurotrophic factor (BDNF) from the brain to the neuronal cell bodies in retina, has been suggested as one of the key mechanisms underlying selective degeneration of ganglion cells and optic nerve in glaucoma. Multiple studies have indicated that BDNF and its high affinity receptor Tropomyosin receptor kinase B (TrkB) play crucial roles in survival of RGCs and that upregulating BDNF/TrkB signalling using gene therapy can protect the ganglion cells against degeneration. This study corroborates previous findings and demonstrates that glaucoma is associated with downregulation of TrkB downstream signalling and enhanced levels of amyloid β (Aβ 1-42) accumulation in the retina. 7,8 dihydroxyflavone (7,8 DHF) is a TrkB agonist and regular administration of this compound imparted significant protection against loss of GCL density and preserved inner retinal function in experimental glaucoma models. 7,8 DHF treatment stimulated activation of TrkB intracellular signalling as well as ameliorated the increase in the levels of soluble Aβ (1-42) in the retinas of rats and mice exposed to high IOP. The protective effects of 7,8 DHF were also evident in BDNF+/- mice indicating that TrkB agonist mediated activation of TrkB signalling was not altered upon BDNF allelic impairment. These data support BDNF/TrkB axis as a promising therapeutic target in glaucoma and highlight that the detrimental effects of high IOP exposure can be compensated by the exogenous administration of a TrkB agonist.
Collapse
Affiliation(s)
- Vivek Gupta
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia.
| | - Nitin Chitranshi
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, VIC, Australia
| | - Yuyi You
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia; Save Sight Institute, University of Sydney, NSW, Australia
| | - Rashi Rajput
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia
| | - Joao A Paulo
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts, 02115, United States
| | - Mehdi Mirzaei
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia
| | - Maarten van den Buuse
- School of Psychology and Public Health, La Trobe University, Melbourne, VIC, Australia; College of Public Health, Medical and Veterinary Sciences, James Cook University, Townsville, QLD, Australia; Department of Pharmacology, University of Melbourne, Melbourne, VIC, Australia
| | - Stuart L Graham
- Department of Clinical Medicine, Faculty of Medicine, Health and Human Sciences, Macquarie university, NSW, Australia; Save Sight Institute, University of Sydney, NSW, Australia
| |
Collapse
|
31
|
Sharma S, Shen T, Chitranshi N, Gupta V, Basavarajappa D, Mirzaei M, You Y, Krezel W, Graham SL, Gupta V. Retinoid X Receptor: Cellular and Biochemical Roles of Nuclear Receptor with a Focus on Neuropathological Involvement. Mol Neurobiol 2022; 59:2027-2050. [PMID: 35015251 PMCID: PMC9015987 DOI: 10.1007/s12035-021-02709-y] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Accepted: 12/21/2021] [Indexed: 12/13/2022]
Abstract
Retinoid X receptors (RXRs) present a subgroup of the nuclear receptor superfamily with particularly high evolutionary conservation of ligand binding domain. The receptor exists in α, β, and γ isotypes that form homo-/heterodimeric complexes with other permissive and non-permissive receptors. While research has identified the biochemical roles of several nuclear receptor family members, the roles of RXRs in various neurological disorders remain relatively under-investigated. RXR acts as ligand-regulated transcription factor, modulating the expression of genes that plays a critical role in mediating several developmental, metabolic, and biochemical processes. Cumulative evidence indicates that abnormal RXR signalling affects neuronal stress and neuroinflammatory networks in several neuropathological conditions. Protective effects of targeting RXRs through pharmacological ligands have been established in various cell and animal models of neuronal injury including Alzheimer disease, Parkinson disease, glaucoma, multiple sclerosis, and stroke. This review summarises the existing knowledge about the roles of RXR, its interacting partners, and ligands in CNS disorders. Future research will determine the importance of structural and functional heterogeneity amongst various RXR isotypes as well as elucidate functional links between RXR homo- or heterodimers and specific physiological conditions to increase drug targeting efficiency in pathological conditions.
Collapse
Affiliation(s)
- Samridhi Sharma
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
| | - Ting Shen
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, Melbourne, VIC, Australia
| | - Devaraj Basavarajappa
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia
| | - Yuyi You
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.,Save Sight Institute, University of Sydney, Sydney, NSW, Australia
| | - Wojciech Krezel
- Institut de Génétique Et de Biologie Moléculaire Et Cellulaire, INSERM U1258, CNRS UMR 7104, Unistra, 67404, Illkirch-Graffenstaden, France
| | - Stuart L Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.,Save Sight Institute, University of Sydney, Sydney, NSW, Australia
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, NSW, Australia.
| |
Collapse
|
32
|
Klistorner S, Eghtedari M, Graham SL, Klistorner A. Analysis of Multifocal Visual Evoked Potentials Using Artificial Intelligence Algorithms. Transl Vis Sci Technol 2022; 11:10. [PMID: 35006263 PMCID: PMC8762715 DOI: 10.1167/tvst.11.1.10] [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 Clinical trials for remyelination in multiple sclerosis (MS) require an imaging biomarker. The multifocal visual evoked potential (mfVEP) is an accurate technique for measuring axonal conduction; however, it produces large datasets requiring lengthy analysis by human experts to detect measurable responses versus noisy traces. This study aimed to develop a machine-learning approach for the identification of true responses versus noisy traces and the detection of latency peaks in measurable signals. Methods We obtained 2240 mfVEP traces from 10 MS patients using the VS-1 mfVEP machine, and they were classified by a skilled expert twice with an interval of 1 week. Of these, 2025 (90%) were classified consistently and used for the study. ResNet-50 and VGG16 models were trained and tested to produce three outputs: no signal, up-sloped signal, or down-sloped signal. Each model ran 1000 iterations with a stochastic gradient descent optimizer with a learning rate of 0.0001. Results ResNet-50 and VGG16 had false-positive rates of 1.7% and 0.6%, respectively, when the testing dataset was analyzed (n = 612). The false-negative rates were 8.2% and 6.5%, respectively, against the same dataset. The latency measurements in the validation and testing cohorts in the study were similar. Conclusions Our models efficiently analyze mfVEPs with <2% false positives compared with human false positives of <8%. Translational Relevance mfVEP, a safe neurophysiological technique, analyzed using artificial intelligence, can serve as an efficient biomarker in MS clinical trials and signal latency measurement.
Collapse
Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Maryam Eghtedari
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, New South Wales, Australia.,Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| |
Collapse
|
33
|
Shen T, Sheriff S, You Y, Jiang J, Schulz A, Francis H, Mirzaei M, Saks D, Chitranshi N, Gupta V, Singh MF, Klistorner A, Wen W, Sachdev P, Gupta VK, Graham SL. Evaluating associations of RNFL thickness and multifocal VEP with cognitive assessment and brain MRI volumes in older adults: Optic nerve decline and cognitive change (ONDCC) initiative. Aging Brain 2022; 2:100049. [PMID: 36908892 PMCID: PMC9997126 DOI: 10.1016/j.nbas.2022.100049] [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: 12/06/2021] [Revised: 07/31/2022] [Accepted: 08/09/2022] [Indexed: 11/20/2022] Open
Abstract
To examine the relationships of retinal structural (optical coherence tomography) and visual functional (multifocal visual evoked potentials, mfVEP) indices with neuropsychological and brain structural measurements in healthy older subjects. 95 participants (mean (SD) age 68.1 (9.0)) years were recruited in the Optic Nerve Decline and Cognitive Change (ONDCC) study in this observational clinical investigation. OCT was conducted for retinal nerve fibre layer (RNFL) and mfVEP for amplitude and latency measurements. Participants undertook neuropsychological tests for cognitive performance and MRI for volumetric evaluation of various brain regions. Generalised estimating equation models were used for association analysis (p < 0.05). The brain volumetric measures including total grey matter (GM), cortex, thalamus, hippocampal and fourth ventricular volumes were significantly associated with global and sectoral RNFL. RNFL thickness correlated with delayed recalls of California verbal learning test (CVLT) and Rey complex figure test (RCFT). The mfVEP amplitudes associated with cerebral white matter (WM) and cingulate GM volumes in MRI and CVLT, RCFT and trail making test outcomes. A significant association of mfVEP latency with logical memory delayed recall and thalamus volume was also observed. Our results suggested significant association of specific RNFL and mfVEP measures with distinctive brain region volumes and cognitive tests reflecting performance in memory, visuospatial and executive functional domains. These findings indicate that the mfVEP and RNFL measurements may parallel brain structural and neuropsychological measures in the older population.
Collapse
Affiliation(s)
- Ting Shen
- Department of Ophthalmology, Shanghai General Hospital (Shanghai First People’s Hospital), School of Medicine, Shanghai Jiao Tong University, Shanghai, China
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW, Australia
- Corresponding authors at: Department of Ophthalmology, Shanghai General Hospital (Shanghai First People's hospital), School of Medicine, Shanghai Jiao Tong University and Macquarie University.
| | - Samran Sheriff
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Yuyi You
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW, Australia
| | - Jiyang Jiang
- Centre for Healthy Brain Ageing and the Neuropsychiatric Institute, University of New South Wales, Sydney, NSW, Australia
| | - Angela Schulz
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Heather Francis
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Mehdi Mirzaei
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Danit Saks
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Nitin Chitranshi
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
| | - Veer Gupta
- Faculty of Health, Deakin University, VIC, Australia
| | | | - Alexander Klistorner
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW, Australia
| | - Wei Wen
- Centre for Healthy Brain Ageing and the Neuropsychiatric Institute, University of New South Wales, Sydney, NSW, Australia
| | - Perminder Sachdev
- Centre for Healthy Brain Ageing and the Neuropsychiatric Institute, University of New South Wales, Sydney, NSW, Australia
| | - Vivek K. Gupta
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
- Corresponding authors at: Department of Ophthalmology, Shanghai General Hospital (Shanghai First People's hospital), School of Medicine, Shanghai Jiao Tong University and Macquarie University.
| | - Stuart L. Graham
- Macquarie Medical School, Macquarie University, Sydney, NSW, Australia
- Save Sight Institute, The University of Sydney, Sydney, NSW, Australia
| |
Collapse
|
34
|
Lawlor M, Nguyen V, Brooks A, Clement C, Craig JE, Danesh-Meyer H, Goldberg I, Graham SL, Grigg JR, Howes F, Lim R, Skalicky SE, White AJ, Gillies M. Efficient capture of high-quality real-world data on treatments for glaucoma: the Fight Glaucoma Blindness! Registry. BMJ Open Ophthalmol 2021; 6:e000903. [PMID: 34796271 PMCID: PMC8573655 DOI: 10.1136/bmjophth-2021-000903] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2021] [Accepted: 10/03/2021] [Indexed: 02/01/2023] Open
Abstract
Objective To describe the development and implementation of a web-based high-quality data collection tool to track the outcomes of glaucoma treatments in routine practice. Methods and analysis This is a prospective observational registry study. An international steering committee undertook an iterative structured process to define a minimum, patient-centred data set designed to track outcomes of glaucoma treatment. The outcomes were coded into a web-based programme allowing easy access for rapid data entry. Clinicians receive personal reports enabling instant audit of their outcomes. Analyses of aggregated anonymised data on real-world outcomes are analysed and periodically reported with the goal of improving patient care. Results The minimum data set developed by the international steering committee includes the following: a baseline visit captures 13 mandatory fields in order to accurately phenotype each patient's subtype of glaucoma and to allow comparison between services, and a follow-up visit includes only four mandatory fields to allow completion within 30 s.Currently, there are 157 surgeons in 158 ophthalmology practices across Australia and New Zealand who are registered. These surgeons are tracking 5570 eyes of 3001 patients and have recorded 67 074 visits. The median number of eyes per surgeon is 22 eyes with a range of 1-575. The most common glaucoma procedure, excluding cataract surgery, is iStent inject, with 2316 cases. Conclusion This software tool effectively facilitates data collection on safety and efficacy outcomes of treatments for different subgroups of glaucoma within a real-world setting. It provides a template to evaluate new treatments as they are introduced into practice.
Collapse
Affiliation(s)
- Mitchell Lawlor
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia.,Glaucoma Unit, Sydney Hospital and Sydney Eye Hospital, Sydney, New South Wales, Australia
| | - Vuong Nguyen
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Anne Brooks
- Department of Ophthalmology, University of Melbourne, Melbourne, Victoria, Australia.,Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
| | - Colin Clement
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia.,Glaucoma Unit, Sydney Hospital and Sydney Eye Hospital, Sydney, New South Wales, Australia
| | - Jamie E Craig
- Eye and Vision, Flinders Health and Medical Research Institute, Flinders University, Adelaide, South Australia, Australia
| | - Helen Danesh-Meyer
- Department of Ophthalmology, University of Auckland, Auckland, New Zealand
| | - Ivan Goldberg
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia.,Faculty of Medicine, Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - John R Grigg
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia.,Glaucoma Unit, Sydney Hospital and Sydney Eye Hospital, Sydney, New South Wales, Australia
| | - Frank Howes
- Eye and Laser Centre, Gold Coast, Queensland, Australia
| | - Ridia Lim
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia.,Glaucoma Unit, Sydney Hospital and Sydney Eye Hospital, Sydney, New South Wales, Australia
| | - Simon E Skalicky
- Royal Victorian Eye and Ear Hospital, East Melbourne, Victoria, Australia
| | - Andrew J White
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Mark Gillies
- Clinical Ophthalmology & Eye Health, The University of Sydney, Sydney, New South Wales, Australia
| |
Collapse
|
35
|
Klistorner A, Graham SL. Role of Multifocal Visually Evoked Potential as a Biomarker of Demyelination, Spontaneous Remyelination, and Myelin Repair in Multiple Sclerosis. Front Neurosci 2021; 15:725187. [PMID: 34776840 PMCID: PMC8586643 DOI: 10.3389/fnins.2021.725187] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 10/01/2021] [Indexed: 11/21/2022] Open
Abstract
Multiple sclerosis (MS) is a complex disease of the central nervous system (CNS), characterized by inflammation, demyelination, neuro-axonal loss, and gliosis. Inflammatory demyelinating lesions are a hallmark of the disease. Spontaneous remyelination, however, is often incomplete and strategies that promote remyelination are needed. As a result, accurate and sensitive in vivo measures of remyelination are necessary. The visual pathway provides a unique opportunity for in vivo assessment of myelin damage and repair in the MS-affected brain since it is highly susceptible to damage in MS and is a very frequent site of MS lesions. The visually evoked potential (VEP), an event-related potential generated by the striate cortex in response to visual stimulation, is uniquely placed to serve as a biomarker of the myelination along the visual pathway. The multifocal VEP (mfVEP) represents a most recent addition to the array of VEP stimulations. This article provides a current view on the role of mfVEP as a biomarker of demyelination, spontaneous remyelination, and myelin repair in MS.
Collapse
Affiliation(s)
- Alexandr Klistorner
- Department of Ophthalmology, The University of Sydney, Darlington, NSW, Australia
- Department of Ophthalmology, Macquarie University, Sydney, NSW, Australia
| | - Stuart L. Graham
- Department of Ophthalmology, Macquarie University, Sydney, NSW, Australia
| |
Collapse
|
36
|
Abyadeh M, Gupta V, Paulo JA, Gupta V, Chitranshi N, Godinez A, Saks D, Hasan M, Amirkhani A, McKay M, Salekdeh GH, Haynes PA, Graham SL, Mirzaei M. A Proteomic View of Cellular and Molecular Effects of Cannabis. Biomolecules 2021; 11:1411. [PMID: 34680044 PMCID: PMC8533448 DOI: 10.3390/biom11101411] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 09/17/2021] [Accepted: 09/21/2021] [Indexed: 12/17/2022] Open
Abstract
Cannabis (Cannabis sativa), popularly known as marijuana, is the most commonly used psychoactive substance and is considered illicit in most countries worldwide. However, a growing body of research has provided evidence of the therapeutic properties of chemical components of cannabis known as cannabinoids against several diseases including Alzheimer's disease (AD), multiple sclerosis (MS), Parkinson's disease, schizophrenia and glaucoma; these have prompted changes in medicinal cannabis legislation. The relaxation of legal restrictions and increased socio-cultural acceptance has led to its increase in both medicinal and recreational usage. Several biochemically active components of cannabis have a range of effects on the biological system. There is an urgent need for more research to better understand the molecular and biochemical effects of cannabis at a cellular level, to understand fully its implications as a pharmaceutical drug. Proteomics technology is an efficient tool to rigorously elucidate the mechanistic effects of cannabis on the human body in a cell and tissue-specific manner, drawing conclusions associated with its toxicity as well as therapeutic benefits, safety and efficacy profiles. This review provides a comprehensive overview of both in vitro and in vivo proteomic studies involving the cellular and molecular effects of cannabis and cannabis-derived compounds.
Collapse
Affiliation(s)
- Morteza Abyadeh
- ProGene Technologies Pty Ltd., Macquarie Park, Sydney, NSW 2113, Australia;
| | - Vivek Gupta
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| | - Joao A. Paulo
- Department of Cell Biology, Harvard Medical School, Boston, MA 02115, USA;
| | - Veer Gupta
- School of Medicine, Deakin University, Geelong, VIC 2600, Australia;
| | - Nitin Chitranshi
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| | - Angela Godinez
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| | - Danit Saks
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| | - Mafruha Hasan
- School of Life and Environmental Sciences, University of Sydney, Sydney, NSW 2006, Australia;
| | - Ardeshir Amirkhani
- Australian Proteome Analysis Facility, Macquarie University, Sydney, NSW 2109, Australia;
| | - Matthew McKay
- Bowel Cancer and Biomarker Laboratory, Kolling Institute, Northern Clinical School, The University of Sydney, Sydney, NSW 2006, Australia;
| | - Ghasem H. Salekdeh
- Department of Molecular Sciences, Macquarie University, Macquarie Park, Sydney, NSW 2109, Australia; (G.H.S.); (P.A.H.)
| | - Paul A. Haynes
- Department of Molecular Sciences, Macquarie University, Macquarie Park, Sydney, NSW 2109, Australia; (G.H.S.); (P.A.H.)
| | - Stuart L. Graham
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| | - Mehdi Mirzaei
- Macquarie Medical School, Faculty of Medicine, Health and Human Sciences, Macquarie University, North Ryde, Sydney, NSW 2109, Australia; (N.C.); (A.G.); (D.S.); (S.L.G.)
| |
Collapse
|
37
|
Klistorner S, Barnett MH, Yiannikas C, Barton J, Parratt J, You Y, Graham SL, Klistorner A. Expansion of chronic MS lesions is associated with an increase of radial diffusivity in periplaque white matter. Mult Scler 2021; 28:697-706. [PMID: 34378454 DOI: 10.1177/13524585211033464] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Expansion of chronic multiple sclerosis (MS) lesion is associated with slow-burning inflammation at lesion rim. However, the underlying mechanisms leading to expansion are not fully understood. OBJECTIVE To investigate the relationship between diffusivity markers of demyelination and axonal loss in perilesional white matter and lesion expansion in relapsing-remitting MS (RRMS). METHODS T1, FLAIR and diffusion tensor images were acquired from 30 patients. Novel single-streamline technique was used to estimate diffusivity in lesions, perilesional white matter and normal-appearing white matter (NAWM). RESULTS Significant association was found between baseline periplaque radial diffusivity (RD) and subsequent lesion expansion. Conversely, periplaque axial diffusivity (AD) did not correlate with lesion growth. Baseline RD (but not AD) in periplaque white matter of expanding lesions was significantly higher compared with non-expanding lesions. Correlation between increase of both RD and AD in the periplaque area during follow-up period and lesion expansion was noticeably stronger for RD. Increase of RD in periplaque area was also much higher compared to AD. There was significant increase of AD and RD in the periplaque area of expanding, but not in non-expanding, lesions. CONCLUSION Periplaque demyelination is likely to be an initial step in a process of lesion expansion and, as such, potentially represents a suitable target for remyelinating therapies.
Collapse
Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia
| | - Michael H Barnett
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia/Sydney Neuroimaging Analysis Centre, Camperdown, NSW, Australia
| | | | - Joshua Barton
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - John Parratt
- Royal North Shore Hospital, Sydney, NSW, Australia
| | - Yuyi You
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, The University of Sydney, Sydney, NSW, Australia/Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| |
Collapse
|
38
|
Chitranshi N, Kumar A, Sheriff S, Gupta V, Godinez A, Saks D, Sarkar S, Shen T, Mirzaei M, Basavarajappa D, Abyadeh M, Singh SK, Dua K, Zhang KYJ, Graham SL, Gupta V. Identification of Novel Cathepsin B Inhibitors with Implications in Alzheimer's Disease: Computational Refining and Biochemical Evaluation. Cells 2021; 10:cells10081946. [PMID: 34440715 PMCID: PMC8391575 DOI: 10.3390/cells10081946] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Revised: 07/23/2021] [Accepted: 07/27/2021] [Indexed: 02/07/2023] Open
Abstract
Amyloid precursor protein (APP), upon proteolytic degradation, forms aggregates of amyloid β (Aβ) and plaques in the brain, which are pathological hallmarks of Alzheimer’s disease (AD). Cathepsin B is a cysteine protease enzyme that catalyzes the proteolytic degradation of APP in the brain. Thus, cathepsin B inhibition is a crucial therapeutic aspect for the discovery of new anti-Alzheimer’s drugs. In this study, we have employed mixed-feature ligand-based virtual screening (LBVS) by integrating pharmacophore mapping, docking, and molecular dynamics to detect small, potent molecules that act as cathepsin B inhibitors. The LBVS model was generated by using hydrophobic (HY), hydrogen bond acceptor (HBA), and hydrogen bond donor (HBD) features, using a dataset of 24 known cathepsin B inhibitors of both natural and synthetic origins. A validated eight-feature pharmacophore hypothesis (Hypo III) was utilized to screen the Maybridge chemical database. The docking score, MM-PBSA, and MM-GBSA methodology was applied to prioritize the lead compounds as virtual screening hits. These compounds share a common amide scaffold, and showed important interactions with Gln23, Cys29, His110, His111, Glu122, His199, and Trp221. The identified inhibitors were further evaluated for cathepsin-B-inhibitory activity. Our study suggests that pyridine, acetamide, and benzohydrazide compounds could be used as a starting point for the development of novel therapeutics.
Collapse
Affiliation(s)
- Nitin Chitranshi
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
- Correspondence: (N.C.); (V.G.); Tel.: +61-(02)-9850-2804 (N.C.)
| | - Ashutosh Kumar
- Center for Biosystems Dynamics Research, Laboratory for Structural Bioinformatics, RIKEN, 1-7-22 Suehiro, Tsurumi, Yokohama 230-0045, Kanagawa, Japan; (A.K.); (K.Y.J.Z.)
| | - Samran Sheriff
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Veer Gupta
- School of Medicine, Faculty of Health, Deakin University, Geelong, VIC 3220, Australia;
| | - Angela Godinez
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Danit Saks
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Soumalya Sarkar
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Ting Shen
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Mehdi Mirzaei
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Devaraj Basavarajappa
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Morteza Abyadeh
- Cell Science Research Center, Department of Molecular Systems Biology, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran 1665659911, Iran;
| | - Sachin K. Singh
- School of Pharmaceutical Sciences, Lovely Professional University, Phagwara 144411, Punjab, India;
| | - Kamal Dua
- Discipline of Pharmacy, Graduate School of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia;
- Australian Research Centre in Complementary and Integrative Medicine, Faculty of Health, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Kam Y. J. Zhang
- Center for Biosystems Dynamics Research, Laboratory for Structural Bioinformatics, RIKEN, 1-7-22 Suehiro, Tsurumi, Yokohama 230-0045, Kanagawa, Japan; (A.K.); (K.Y.J.Z.)
| | - Stuart L. Graham
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
| | - Vivek Gupta
- Faculty of Medicine, Health and Human Sciences, Macquarie University, F10A, 2 Technology Place, North Ryde, NSW 2109, Australia; (S.S.); (A.G.); (D.S.); (S.S.); (T.S.); (M.M.); (D.B.); (S.L.G.)
- Correspondence: (N.C.); (V.G.); Tel.: +61-(02)-9850-2804 (N.C.)
| |
Collapse
|
39
|
Rose LVT, Schulz AM, Graham SL. Use baseline axial length measurements in myopic patients to predict the control of myopia with and without atropine 0.01. PLoS One 2021; 16:e0254061. [PMID: 34264970 PMCID: PMC8282033 DOI: 10.1371/journal.pone.0254061] [Citation(s) in RCA: 1] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 06/20/2021] [Indexed: 12/15/2022] Open
Abstract
Purpose Identifying axial length growth rate as an indicator of fast progression before initiating atropine 0.01% for myopia progression in children. Method From baseline, axial length growth over six months was measured prospectively. Subjects were then initiated on atropine 0.01% if axial length growth was greater than 0.1mm per 6 months (fast progressors), axial length and spherical equivalent change measurements recorded every six months. The rate of change was compared to the baseline pre-treatment rate. If axial length change was below the threshold, subjects received monitoring only. Results 73 subjects were identified as fast progressors and commenced atropine 0.01%, (mean baseline refraction of OD -2.9±1.6, OS -2.9±1.8 and a mean baseline axial length OD 24.62 ± 1.00 mm, OS 24.53 ± 0.99 mm). At six months, the mean paired difference of axial length growth rate was significantly reduced by 50% of baseline (all 73 subjects, p<0.05). 53 subjects followed to 12 months, and 12 to 24 months maintained a reduced growth rate. Change in mean spherical equivalent was significantly reduced compared to pre-treatment refractive error (mean paired difference p<0.05) and at each subsequent visit. 91 children were slow progressors and remained untreated. Their axial length growth rate did not change significantly out to 24 months. Spherical equivalent changed less than -0.5D annually in this group. Conclusion Identifying fast progressors before treatment initiation demonstrated a strong treatment effect with atropine 0.01% reducing their individual rate of myopia progression by 50%. Another large group of myopic children, slow progressors, continued without medical intervention. A baseline axial length growth rate is proposed as a guideline to identify fast progressors who are more likely to benefit from atropine 0.01%.
Collapse
Affiliation(s)
- Loreto V. T. Rose
- Faculty of Medicine and Health Sciences, Macquarie University, Macquarie Park NSW, Australia
- * E-mail:
| | - Angela M. Schulz
- Faculty of Medicine and Health Sciences, Macquarie University, Macquarie Park NSW, Australia
| | - Stuart L. Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Macquarie Park NSW, Australia
| |
Collapse
|
40
|
Abyadeh M, Gupta V, Chitranshi N, Gupta V, Wu Y, Saks D, Wander Wall R, Fitzhenry MJ, Basavarajappa D, You Y, Salekdeh GH, Haynes PA, Graham SL, Mirzaei M. Mitochondrial dysfunction in Alzheimer's disease - a proteomics perspective. Expert Rev Proteomics 2021; 18:295-304. [PMID: 33874826 DOI: 10.1080/14789450.2021.1918550] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Mitochondrial dysfunction is involved in Alzheimer's disease (AD) pathogenesis. Mitochondria have their own genetic material; however, most of their proteins (∼99%) are synthesized as precursors on cytosolic ribosomes, and then imported into the mitochondria. Therefore, exploring proteome changes in these organelles can yield valuable information and shed light on the molecular mechanisms underlying mitochondrial dysfunction in AD. Here, we review AD-associated mitochondrial changes including the effects of amyloid beta and tau protein accumulation on the mitochondrial proteome. We also discuss the relationship of ApoE genetic polymorphism with mitochondrial changes, and present a meta-analysis of various differentially expressed proteins in the mitochondria in AD.Area covered: Proteomics studies and their contribution to our understanding of mitochondrial dysfunction in AD pathogenesis.Expert opinion: Proteomics has proven to be an efficient tool to uncover various aspects of this complex organelle, which will broaden our understanding of mitochondrial dysfunction in AD. Evidently, mitochondrial dysfunction is an early biochemical event that might play a central role in driving AD pathogenesis.
Collapse
Affiliation(s)
- Morteza Abyadeh
- Cell Science Research Center, Department of Molecular Systems Biology, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran Iran
| | - Vivek Gupta
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Nitin Chitranshi
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Veer Gupta
- School of Medicine, Deakin University, VIC, Australia
| | - Yunqi Wu
- Australian Proteome Analysis Facility, Macquarie University, Macquarie Park, NSW Australia
| | - Danit Saks
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Roshana Wander Wall
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Matthew J Fitzhenry
- Australian Proteome Analysis Facility, Macquarie University, Macquarie Park, NSW Australia
| | - Devaraj Basavarajappa
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Yuyi You
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Ghasem H Salekdeh
- Department of Molecular Sciences, Macquarie University, Macquarie Park, NSW, Australia
| | - Paul A Haynes
- Department of Molecular Sciences, Macquarie University, Macquarie Park, NSW, Australia
| | - Stuart L Graham
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| | - Mehdi Mirzaei
- Department of Clinical Medicine, Macquarie University, Macquarie Park, NSW, Australia
| |
Collapse
|
41
|
Wong B, Tong JY, Schulz AM, Graham SL, Farah CS, Fraser CL. The impact of continuous positive airway pressure treatment on retinal vascular changes in obstructive sleep apnea. J Clin Sleep Med 2021; 17:983-991. [PMID: 33533333 DOI: 10.5664/jcsm.9118] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
STUDY OBJECTIVES Obstructive sleep apnea (OSA) was recently shown to be associated with quantifiable retinal vascular changes, which correlate with disease severity. This follow-up study examines the response of retinal vascular changes in patients with OSA receiving continuous positive airway pressure (CPAP) treatment. METHODS This prospective cohort study recruited adult patients undergoing diagnostic polysomnography at a tertiary sleep clinic in Sydney, Australia, stratified into 4 groups by the apnea-hypopnea index; control patients and patients with mild, moderate, and severe OSA. At baseline and follow-up approximately 24 months later, static retinal vascular calibers were derived from fundus photographs, and dynamic vascular pulsation amplitudes were measured on video fundoscopy. A proportion of patients started CPAP therapy after baseline assessment. RESULTS Seventy-nine patients participated in this follow-up study: 9 control patients and 18 patients with mild OSA, 21 patients with moderate OSA, and 31 patients with severe OSA. Twenty-five patients started CPAP after baseline. In the severe group, patients not on treatment showed progressive narrowing of retinal arteries from baseline, whereas those on CPAP showed a slight improvement (mean, 171.3-165.1 and 171.2-174.0 μm, respectively; P = .012). Arterio-venous ratio was also significantly reduced in the nontreatment group compared to the treatment group in those with severe OSA (0.836-0.821 and 0.837-0.855, respectively; P = .031). CPAP did not seem to have a significant impact on venous caliber or vascular pulsatility. CONCLUSIONS This study shows that patients with severe untreated OSA demonstrate progressive retinal arterial narrowing, whereas CPAP treatment may be protective.
Collapse
Affiliation(s)
- Brendon Wong
- Department of Ophthalmology and Vision Science, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.,Save Sight Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Jessica Y Tong
- Department of Ophthalmology and Vision Science, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Angela M Schulz
- Department of Ophthalmology and Vision Science, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Department of Ophthalmology and Vision Science, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Claude S Farah
- Macquarie University Respiratory and Sleep, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.,Concord Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Clare L Fraser
- Department of Ophthalmology and Vision Science, Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia.,Save Sight Institute, University of Sydney, Sydney, New South Wales, Australia
| |
Collapse
|
42
|
Abbasi M, Gupta VK, Chitranshi N, Gupta V, Ranjbaran R, Rajput R, Pushpitha K, KB D, You Y, Salekdeh GH, Parton RG, Mirzaei M, Graham SL. Inner retinal injury in experimental glaucoma is prevented upon AAV mediated Shp2 silencing in a caveolin dependent manner. Am J Cancer Res 2021; 11:6154-6172. [PMID: 33995651 PMCID: PMC8120201 DOI: 10.7150/thno.55472] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 02/20/2021] [Indexed: 12/16/2022] Open
Abstract
SH2 domain containing tyrosine phosphatase 2 (Shp2; PTPN11) regulates several intracellular pathways downstream of multiple growth factor receptors. Our studies implicate that Shp2 interacts with Caveolin-1 (Cav-1) protein in retinal ganglion cells (RGCs) and negatively regulates BDNF/TrkB signaling. This study aimed to investigate the mechanisms underlying the protective effects of shp2 silencing in the RGCs in glaucomatous conditions. Methods: Shp2 was silenced in the Cav-1 deficient mice and the age matched wildtype littermates using adeno-associated viral (AAV) constructs. Shp2 expression modulation was performed in an acute and a chronic mouse model of experimental glaucoma. AAV2 expressing Shp2 eGFP-shRNA under a strong synthetic CAG promoter was administered intravitreally in the animals' eyes. The contralateral eye received AAV-eGFP-scramble-shRNA as control. Animals with Shp2 downregulation were subjected to either microbead injections or acute ocular hypertension experimental paradigm. Changes in inner retinal function were evaluated by measuring positive scotopic threshold response (pSTR) while structural and biochemical alterations were evaluated through H&E staining, western blotting and immunohistochemical analysis of the retinal tissues. Results: A greater loss of pSTR amplitudes was observed in the WT mice compared to Cav-1-/- retinas in both the models. Silencing of Shp2 phosphatase imparted protection against inner retinal function loss in chronic glaucoma model in WT mice. The functional rescue also translated to structural preservation of ganglion cell layer in the chronic glaucoma condition in WT mice which was not evident in Cav-1-/- mice retinas. Conclusions: This study indicates that protective effects of Shp2 ablation under chronic experimental glaucoma conditions are dependent on Cav-1 in the retina, suggesting in vivo interactions between the two proteins.
Collapse
|
43
|
Deng L, Gupta VK, Wu Y, Pushpitha K, Chitranshi N, Gupta VB, Fitzhenry MJ, Moghaddam MZ, Karl T, Salekdeh GH, Graham SL, Haynes PA, Mirzaei M. Mouse model of Alzheimer's disease demonstrates differential effects of early disease pathology on various brain regions. Proteomics 2021; 21:e2000213. [PMID: 33559908 DOI: 10.1002/pmic.202000213] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2020] [Revised: 01/31/2021] [Accepted: 02/01/2021] [Indexed: 12/17/2022]
Abstract
Different parts of the brain are affected distinctively in various stages of the Alzheimer's disease (AD) pathogenesis. Identifying the biochemical changes in specific brain regions is key to comprehend the neuropathological mechanisms in early pre-symptomatic phases of AD. Quantitative proteomics profiling of four distinct areas of the brain of young APP/PS1 mouse model of AD was performed followed by biochemical pathway enrichment analysis. Findings revealed fundamental compositional and functional shifts even in the early stages of the disease. This novel study highlights unique proteome and biochemical pathway alterations in specific regions of the brain that underlie the early stages of AD pathology and will provide a framework for future longitudinal studies. The proteomics data were deposited into the ProteomeXchange Consortium via PRIDE with the identifier PXD019192.
Collapse
Affiliation(s)
- Liting Deng
- Department of Molecular Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Vivek K Gupta
- Faculty of Medicine and Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Yunqi Wu
- Department of Molecular Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Kanishka Pushpitha
- Faculty of Medicine and Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Nitin Chitranshi
- Faculty of Medicine and Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Veer B Gupta
- School of Medicine, Deakin University, Geelong, Victoria, Australia
| | - Matthew J Fitzhenry
- Australian Proteome Analysis Facility (APAF), Macquarie University, Sydney, New South Wales, Australia
| | | | - Tim Karl
- School of Medicine, Western Sydney University, Penrith, New South Wales, Australia
| | - Ghasem Hosseini Salekdeh
- Department of Molecular Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Paul A Haynes
- Department of Molecular Sciences, Faculty of Science and Engineering, Macquarie University, Sydney, New South Wales, Australia
| | - Mehdi Mirzaei
- Faculty of Medicine and Health and Human Sciences, Macquarie University, Sydney, New South Wales, Australia
| |
Collapse
|
44
|
You Y, Barnett MH, Yiannikas C, Parratt JDE, Matthews JG, Graham SL, Klistorner A. Interferon-β Is Less Effective Than Other Drugs in Controlling the Rate of Retinal Ganglion Cell Loss in MS. Neurol Neuroimmunol Neuroinflamm 2021; 8:8/3/e971. [PMID: 33597189 PMCID: PMC8105907 DOI: 10.1212/nxi.0000000000000971] [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] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Accepted: 12/21/2020] [Indexed: 11/19/2022]
Abstract
Objective To investigate the association between disease-modifying therapies (DMTs) and the rate of progressive retinal ganglion cell (RGC) and nerve fiber loss in MS. Methods One hundred five relapsing-remitting patients with MS were followed annually for a median of 4.0 years using optical coherence tomography. Twenty-five healthy subjects were also included as normal controls. The rates of global peripapillary retinal nerve fiber layer (pRNFL), temporal RNFL (tRNFL), and ganglion cell inner plexiform layer (GCIPL) thinning were analyzed according to DMT type using a linear mixed-effects model. Optic radiation lesion volume was measured on brain MRI and included as a covariate to minimize the effects of retrograde transsynaptic degeneration. Results The annual rates of RNFL and GCIPL thinning were higher in patients treated with “platform” therapies (interferon-β and glatiramer acetate) compared with DMTs of higher clinical efficacy (including fingolimod, dimethyl fumarate, natalizumab, alemtuzumab, rituximab, and ocrelizumab) (difference = −0.22 μm/y, p = 0.02 for pRNFL; difference = −0.34 μm/y, p = 0.009 for tRNFL; and difference = −0.16 μm/y, p = 0.005 for GCIPL). Based on an analysis of individual treatments (interferon-β, glatiramer acetate, fingolimod, and natalizumab), interferon-β was associated with inferior RGC preservation, relative to the other drugs. No effect difference was found between glatiramer acetate, fingolimod, and natalizumab. Conclusions Progressive loss of RGCs in patients with MS is more pronounced in patients treated with interferon-β than other DMTs. This finding may have implications for DMT selection in MS. Classification of Evidence This study provides Class IV evidence that for patients with MS, treatment with interferon-β compared with other DMTs leads to a more pronounced rate of retinal ganglion cell loss.
Collapse
Affiliation(s)
- Yuyi You
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia.
| | - Michael H Barnett
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| | - Con Yiannikas
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| | - John D E Parratt
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| | - Jim G Matthews
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| | - Stuart L Graham
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| | - Alexander Klistorner
- From the Department of Clinical Medicine (Y.Y., S.L.G., A.K.), Macquarie University, NSW, Australia; Save Sight Institute (Y.Y., A.K.), The University of Sydney, NSW, Australia; Brain and Mind Centre (M.H.B.), The University of Sydney, NSW, Australia; Sydney Neuroimaging Analysis Centre (M.H.B.), NSW, Australia; Department of Neurology (C.Y., J.D.E.P.), Royal North Shore Hospital, NSW, Australia; and Sydney Informatics and Data Science Hub (J.G.M.), The University of Sydney, NSW, Australia
| |
Collapse
|
45
|
Klistorner S, Barnett MH, Wasserthal J, Yiannikas C, Barton J, Parratt J, You Y, Graham SL, Klistorner A. Differentiating axonal loss and demyelination in chronic MS lesions: A novel approach using single streamline diffusivity analysis. PLoS One 2021; 16:e0244766. [PMID: 33406139 PMCID: PMC7787472 DOI: 10.1371/journal.pone.0244766] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Accepted: 12/16/2020] [Indexed: 11/19/2022] Open
Abstract
We describe a new single-streamline based approach to analyse diffusivity within chronic MS lesions. We used the proposed method to examine diffusivity profiles in 30 patients with relapsing multiple sclerosis and observed a significant increase of both RD and AD within the lesion core (0.38+/-0.09 μm2/ms and 0.30+/-0.12 μm2/ms respectively, p<0.0001 for both) that gradually and symmetrically diminished away from the lesion. T1-hypointensity derived axonal loss correlated highly with ΔAD (r = 0.82, p<0.0001), but moderately with ΔRD (r = 0.60, p<0.0001). Furthermore, the trendline of the ΔAD vs axonal loss intersected both axes at zero indicating close agreement between two measures in assessing the degree of axonal loss. Conversely, the trendline of the ΔRD function demonstrated a high positive value at the zero level of axonal loss, suggesting that even lesions with preserved axonal content exhibit a significant increase of RD. There was also a significant negative correlation between the level of preferential RD increase (ΔRD-ΔAD) in the lesion core and the degree of axonal damage (r = -0.62, p<0.001), indicating that ΔRD dominates in cases with milder axonal loss. Modelling diffusivity changes in the core of chronic MS lesions based on the direct proportionality of ΔAD with axonal loss and the proposed dual nature of ΔRD yielded results that were strikingly similar to the experimental data. Evaluation of lesions in a sizable cohort of MS patients using the proposed method supports the use of ΔAD as a marker of axonal loss; and the notion that demyelination and axonal loss independently contribute to the increase of RD in chronic MS lesions. The work highlights the importance of selecting appropriate patient cohorts for clinical trials of pro-remyelinating and neuroprotective therapeutics.
Collapse
Affiliation(s)
- Samuel Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia
| | - Michael H. Barnett
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
- Sydney Neuroimaging Analysis Centre, Camperdown, New South Wales, Australia
| | - Jakob Wasserthal
- Division of Medical Image Computing (MIC), German Cancer Research Center, Heidelberg, Germany
| | - Con Yiannikas
- Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Joshua Barton
- Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia
| | - John Parratt
- Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - Yuyi You
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Stuart L. Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
| | - Alexander Klistorner
- Save Sight Institute, Sydney Medical School, University of Sydney, Sydney, Australia
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, New South Wales, Australia
- * E-mail:
| |
Collapse
|
46
|
Qassim A, Mullany S, Awadalla MS, Hassall MM, Nguyen T, Marshall H, Kolovos A, Schulz AM, Han X, Gharahkhani P, Galanopoulos A, Agar A, Healey PR, Hewitt AW, Landers J, Casson RJ, Graham SL, MacGregor S, Souzeau E, Siggs OM, Craig JE. A Polygenic Risk Score Predicts Intraocular Pressure Readings Outside Office Hours and Early Morning Spikes as Measured by Home Tonometry. Ophthalmol Glaucoma 2020; 4:411-420. [PMID: 33316431 DOI: 10.1016/j.ogla.2020.12.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [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: 09/23/2020] [Revised: 12/02/2020] [Accepted: 12/04/2020] [Indexed: 01/29/2023]
Abstract
PURPOSE Intraocular pressure (IOP) elevations may occur in early morning or outside office hours and can be missed during routine in-clinic IOP measurements. Such fluctuations or peaks likely contribute to glaucoma progression. We sought to investigate the relationship between an IOP polygenic risk score (PRS) and short-term IOP profile. DESIGN Cross-sectional study. PARTICIPANTS Four hundred seventy-three eyes from 239 participants with suspected or established primary open-angle glaucoma sampled from 4 outpatient clinics in Australia between August 2016 and December 2019. METHODS Participants underwent Icare HOME (Icare Oy, Vanda, Finland) tonometer measurements to record IOP 4 times daily for 5 days. Unreliable measurements were excluded. A minimum of 2 days with at least 3 reliable measurements were required. We used a validated IOP PRS derived from 146 IOP-associated variants in a linear regression model adjusted for central corneal thickness and age. MAIN OUTCOME MEASURES Highest recorded early morning IOP and mean IOP within and outside office hours. Early morning IOP spikes were defined by a higher early morning IOP than the maximum in-office hours IOP. RESULTS Reliable measurements were obtained from 334 eyes of 176 participants (mean age, 64 ± 9 years). Eyes in the highest IOP PRS quintile showed an early morning IOP increase of 4.3 mmHg (95% confidence interval [CI], 1.4-7.3; P = 0.005) and mean increase in IOP outside office hours of 2.7 mmHg (95% CI, 0.61-4.7; P = 0.013) than the lowest quintile, which were significant independently after accounting for a recent in-clinic IOP measured by Goldmann applanation tonometry. Eyes in the highest PRS quintile were 5.4-fold more likely to show early morning IOP spikes than the lowest quintile (odds ratio 95% CI, 1.3-23.6; P = 0.023). CONCLUSIONS A validated IOP PRS was associated with higher early morning IOP and mean IOP outside office hours. These findings support a role for genetic risk prediction of susceptibility to elevated IOP that may not be apparent during in-clinic hours, requiring more detailed clinical phenotyping using home tonometry, the results of which may guide additional interventions to improve IOP control.
Collapse
Affiliation(s)
- Ayub Qassim
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia.
| | - Sean Mullany
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Mona S Awadalla
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Mark M Hassall
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Thi Nguyen
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Henry Marshall
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Antonia Kolovos
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Angela M Schulz
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Australia
| | - Xikun Han
- QIMR Berghofer Medical Research Institute, Brisbane, Australia
| | | | - Anna Galanopoulos
- South Australian Institute of Ophthalmology, Royal Adelaide Hospital, Adelaide, Australia
| | - Ashish Agar
- Department of Ophthalmology, Prince of Wales Hospital, Randwick, Australia
| | - Paul R Healey
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Australia
| | - John Landers
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Robert J Casson
- South Australian Institute of Ophthalmology, University of Adelaide, Adelaide, Australia
| | - Stuart L Graham
- Faculty of Medicine, Health and Human Sciences, Macquarie University, Australia
| | | | - Emmanuelle Souzeau
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Owen M Siggs
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| |
Collapse
|
47
|
Mirzaei M, Gupta VK, Chitranshi N, Deng L, Pushpitha K, Abbasi M, Chick JM, Rajput R, Wu Y, McKay MJ, Salekdeh GH, Gupta VB, Haynes PA, Graham SL. Retinal proteomics of experimental glaucoma model reveal intraocular pressure-induced mediators of neurodegenerative changes. J Cell Biochem 2020; 121:4931-4944. [PMID: 32692886 DOI: 10.1002/jcb.29822] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2019] [Revised: 02/27/2020] [Accepted: 06/16/2020] [Indexed: 12/11/2022]
Abstract
Current evidence suggests that exposure to chronically induced intraocular pressure (IOP) leads to neurodegenerative changes in the inner retina. This study aimed to determine retinal proteomic alterations in a rat model of glaucoma and compared findings with human retinal proteomics changes in glaucoma reported previously. We developed an experimental glaucoma rat model by subjecting the rats to increased IOP (9.3 ± 0.1 vs 20.8 ± 1.6 mm Hg) by weekly microbead injections into the eye (8 weeks). The retinal tissues were harvested from control and glaucomatous eyes and protein expression changes analysed using a multiplexed quantitative proteomics approach (TMT-MS3). Immunofluorescence was performed for selected protein markers for data validation. Our study identified 4304 proteins in the rat retinas. Out of these, 139 proteins were downregulated (≤0.83) while the expression of 109 proteins was upregulated (≥1.2-fold change) under glaucoma conditions (P ≤ .05). Computational analysis revealed reduced expression of proteins associated with glutathione metabolism, mitochondrial dysfunction/oxidative phosphorylation, cytoskeleton, and actin filament organisation, along with increased expression of proteins in coagulation cascade, apoptosis, oxidative stress, and RNA processing. Further functional network analysis highlighted the differential modulation of nuclear receptor signalling, cellular survival, protein synthesis, transport, and cellular assembly pathways. Alterations in crystallin family, glutathione metabolism, and mitochondrial dysfunction associated proteins shared similarities between the animal model of glaucoma and the human disease condition. In contrast, the activation of the classical complement pathway and upregulation of cholesterol transport proteins were exclusive to human glaucoma. These findings provide insights into the neurodegenerative mechanisms that are specifically affected in the retina in response to chronically elevated IOP.
Collapse
Affiliation(s)
- Mehdi Mirzaei
- Department of Molecular Sciences, Macquarie University, Sydney, Australia
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
- Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Vivek K Gupta
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | - Nitin Chitranshi
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | | | - Kanishka Pushpitha
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | - Mojdeh Abbasi
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | - Joel M Chick
- Department of Cell Biology, Harvard Medical School, Boston, Massachusetts
| | - Rashi Rajput
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| | - Yunqi Wu
- Department of Molecular Sciences, Macquarie University, Sydney, Australia
- Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Matthew J McKay
- Department of Molecular Sciences, Macquarie University, Sydney, Australia
- Australian Proteome Analysis Facility, Macquarie University, Sydney, Australia
| | - Ghasem H Salekdeh
- Department of Molecular Systems Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Veer B Gupta
- School of Medicine, Deakin University, Melbourne, Australia
| | - Paul A Haynes
- Department of Molecular Sciences, Macquarie University, Sydney, Australia
| | - Stuart L Graham
- Department of Clinical Medicine, Macquarie University, Sydney, Australia
| |
Collapse
|
48
|
Qassim A, Mullany S, Abedi F, Marshall H, Hassall MM, Kolovos A, Knight LSW, Nguyen T, Awadalla MS, Chappell A, Schulz AM, Galanopoulos A, Agar A, Healey PR, Hewitt AW, Graham SL, Landers J, Casson RJ, Siggs OM, Craig JE. Corneal Stiffness Parameters Are Predictive of Structural and Functional Progression in Glaucoma Suspect Eyes. Ophthalmology 2020; 128:993-1004. [PMID: 33245936 DOI: 10.1016/j.ophtha.2020.11.021] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2020] [Revised: 10/28/2020] [Accepted: 11/18/2020] [Indexed: 11/17/2022] Open
Abstract
PURPOSE To investigate corneal stiffness parameters (SPs) as predictors of future progression risk in glaucoma suspect eyes. DESIGN Prospective, longitudinal study. PARTICIPANTS Three hundred seventy-one eyes from 228 primary open-angle glaucoma suspects, based on optic disc appearance, with normal baseline Humphrey Visual Field (HVF; Carl Zeiss Meditec) results. METHODS Baseline corneal SPs were measured using Corvis ST (Oculus Optikgeräte GmbH). Participants were followed up every 6 months with clinical examination, HVF testing, and OCT. The baseline SP at first applanation (SP-A1) and highest concavity predicted the prospective outcome measures. MAIN OUTCOME MEASURES Structural progression was measured by the OCT rate of thinning of the retinal nerve fiber layer (RNFL) and ganglion cell-inner plexiform layer (GCIPL). Functional progression was assessed by permutation analysis of pointwise linear regression criteria on HVF testing. RESULTS Stiffness parameters correlated positively with central corneal thickness (CCT), which was adjusted for in all analyses. A higher SP-A1, suggestive of a stiffer cornea, was associated with a faster rate of RNFL thinning (P < 0.001), synergistic with thinner CCT (P = 0.004) over a mean follow-up of 4.2 years. Eyes with higher SP-A1 and thinner CCT (thin and stiff corneas) showed accelerated RNFL thinning by 0.72 μm/year relative to eyes with lower SP-A1 and thicker CCT (95% confidence interval [CI], 0.17-1.28; P = 0.011) and were at 2.9-fold higher likelihood of fast RNFL progression of more than 1 μm/year (95% CI, 1.4-6.1; P = 0.006). Consistent results also were observed with GCIPL thinning. Furthermore, a higher SP-A1 was associated with a greater risk of visual field progression (P = 0.002), synergistic with thinner CCT (P = 0.010). Eyes with higher SP-A1 and thinner CCT were at 3.7-fold greater risk of visual field progression relative to eyes with thicker CCT and lower SP-A1 (95% CI, 1.3-10.5; P = 0.014). CONCLUSIONS Glaucoma suspect eyes with higher corneal SPs and lower CCT, suggestive of thin and stiff corneas, are at greater risk of progression. Corneal SPs seem to act synergistically with CCT as risk factors for glaucoma progression.
Collapse
Affiliation(s)
- Ayub Qassim
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia.
| | - Sean Mullany
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Farshad Abedi
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Henry Marshall
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Mark M Hassall
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Antonia Kolovos
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Lachlan S W Knight
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Thi Nguyen
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Mona S Awadalla
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Angela Chappell
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Angela M Schulz
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - Anna Galanopoulos
- South Australian Institute of Ophthalmology, Royal Adelaide Hospital, Adelaide, Australia
| | - Ashish Agar
- Department of Ophthalmology, Prince of Wales Hospital, Randwick, Australia
| | - Paul R Healey
- Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
| | - Alex W Hewitt
- Menzies Institute for Medical Research, University of Tasmania, Hobart, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, Australia
| | - John Landers
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Robert J Casson
- South Australian Institute of Ophthalmology, University of Adelaide, Adelaide, Australia
| | - Owen M Siggs
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| | - Jamie E Craig
- Department of Ophthalmology, Flinders University, Flinders Medical Centre, Bedford Park, Australia
| |
Collapse
|
49
|
Klistorner S, Barnett MH, Yiannikas C, Barton J, Parratt J, You Y, Graham SL, Klistorner A. Expansion of chronic lesions is linked to disease progression in relapsing-remitting multiple sclerosis patients. Mult Scler 2020; 27:1533-1542. [PMID: 33215557 DOI: 10.1177/1352458520974357] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Slow-burning inflammation is putatively associated with lesion expansion and leads to progressive loss of axons and disability worsening. OBJECTIVE To investigate the incidence and extent of chronic white matter lesion expansion in relapsing-remitting multiple sclerosis (RRMS) patients and to evaluate its relationship with biomarkers of disease progression. METHODS Pre- and post-gadolinium T1, fluid-attenuated inversion recovery (FLAIR) and diffusion tensor images were acquired from 33 patients. Lesional activity were analysed between baseline and 48 months using custom-designed software. RESULTS A total of 569 lesions were identified as chronic at baseline, of which 261 were expanding, 236 were stable and 72 were shrinking. In addition, 139 new lesions (both confluent and free-standing) were observed. Chronic lesion expansion was associated with patient's age and accounted for the bulk (67.3%) of total brain lesion volume increase, while only 32.7% was attributable to new lesion formation. Change in chronic lesion volume correlated with the rate of brain atrophy (r = -0.57, p = 0.001), change of Expanded Disability Status Scale (EDSS; r = 0.38, p = 0.03) and an increase of isotropic diffusivity inside the lesions (r = 0.75, p < 0.001). CONCLUSION Expansion of chronic lesions in RRMS patients is the primary determinant of increased T2 total lesion load. It significantly contributes to disease progression and partially driving axonal loss inside the lesions and brain damage outside of lesional tissue.
Collapse
Affiliation(s)
- Samuel Klistorner
- Sydney Medical School, Save Sight Institute, The University of Sydney, Sydney, NSW, Australia
| | - Michael H Barnett
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia/Sydney Neuroimaging Analysis Centre, Sydney, NSW, Australia
| | | | - Joshua Barton
- Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - John Parratt
- Royal North Shore Hospital, Sydney, NSW, Australia
| | - Yuyi You
- Sydney Medical School, Save Sight Institute, The University of Sydney, Sydney, NSW, Australia/Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Stuart L Graham
- Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| | - Alexander Klistorner
- Sydney Medical School, Save Sight Institute, The University of Sydney, Sydney, NSW, Australia/Faculty of Medicine and Health Sciences, Macquarie University, Sydney, NSW, Australia
| |
Collapse
|
50
|
Doustar J, Rentsendorj A, Torbati T, Regis GC, Fuchs D, Sheyn J, Mirzaei N, Graham SL, Shah PK, Mastali M, Van Eyk JE, Black KL, Gupta VK, Mirzaei M, Koronyo Y, Koronyo‐Hamaoui M. Parallels between retinal and brain pathology and response to immunotherapy in old, late-stage Alzheimer's disease mouse models. Aging Cell 2020; 19:e13246. [PMID: 33090673 PMCID: PMC7681044 DOI: 10.1111/acel.13246] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [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: 05/13/2020] [Revised: 08/14/2020] [Accepted: 09/09/2020] [Indexed: 12/20/2022] Open
Abstract
Despite growing evidence for the characteristic signs of Alzheimer's disease (AD) in the neurosensory retina, our understanding of retina-brain relationships, especially at advanced disease stages and in response to therapy, is lacking. In transgenic models of AD (APPSWE/PS1∆E9; ADtg mice), glatiramer acetate (GA) immunomodulation alleviates disease progression in pre- and early-symptomatic disease stages. Here, we explored the link between retinal and cerebral AD-related biomarkers, including response to GA immunization, in cohorts of old, late-stage ADtg mice. This aged model is considered more clinically relevant to the age-dependent disease. Levels of synaptotoxic amyloid β-protein (Aβ)1-42, angiopathic Aβ1-40, non-amyloidogenic Aβ1-38, and Aβ42/Aβ40 ratios tightly correlated between paired retinas derived from oculus sinister (OS) and oculus dexter (OD) eyes, and between left and right posterior brain hemispheres. We identified lateralization of Aβ burden, with one-side dominance within paired retinal and brain tissues. Importantly, OS and OD retinal Aβ levels correlated with their cerebral counterparts, with stronger contralateral correlations and following GA immunization. Moreover, immunomodulation in old ADtg mice brought about reductions in cerebral vascular and parenchymal Aβ deposits, especially of large, dense-core plaques, and alleviation of microgliosis and astrocytosis. Immunization further enhanced cerebral recruitment of peripheral myeloid cells and synaptic preservation. Mass spectrometry analysis identified new parallels in retino-cerebral AD-related pathology and response to GA immunization, including restoration of homeostatic glutamine synthetase expression. Overall, our results illustrate the viability of immunomodulation-guided CNS repair in old AD model mice, while shedding light onto similar retino-cerebral responses to intervention, providing incentives to explore retinal AD biomarkers.
Collapse
Affiliation(s)
- Jonah Doustar
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Altan Rentsendorj
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Tania Torbati
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
- College of Osteopathic Medicine of the PacificWestern University of Health SciencesPomonaCAUSA
| | - Giovanna C. Regis
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Dieu‐Trang Fuchs
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Julia Sheyn
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Nazanin Mirzaei
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Stuart L. Graham
- Department of Clinical MedicineMacquarie UniversitySydneyNSWAustralia
- Save Sight InstituteSydney UniversitySydneyNSWAustralia
| | - Prediman K. Shah
- Oppenheimer Atherosclerosis Research CenterCedars‐Sinai Heart InstituteLos AngelesCAUSA
| | - Mitra Mastali
- Department of Biomedical SciencesCedars‐Sinai Medical CenterLos AngelesCAUSA
- Cedars‐Sinai Medical CenterSmidt Heart InstituteLos AngelesCAUSA
| | - Jennifer E. Van Eyk
- Department of Biomedical SciencesCedars‐Sinai Medical CenterLos AngelesCAUSA
- Barbara Streisand Women’s Heart CenterCedars‐Sinai Medical CenterLos AngelesCAUSA
- Department of MedicineCedars‐Sinai Medical CenterLos AngelesCAUSA
| | - Keith L. Black
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Vivek K. Gupta
- Department of Molecular SciencesMacquarie UniversitySydneyNSWAustralia
| | - Mehdi Mirzaei
- Department of Clinical MedicineMacquarie UniversitySydneyNSWAustralia
- Department of Molecular SciencesMacquarie UniversitySydneyNSWAustralia
- Australian Proteome Analysis FacilityMacquarie UniversitySydneyNSWAustralia
| | - Yosef Koronyo
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
| | - Maya Koronyo‐Hamaoui
- Department of NeurosurgeryCedars‐Sinai Medical CenterMaxine Dunitz Neurosurgical Research InstituteLos AngelesCAUSA
- Department of Biomedical SciencesCedars‐Sinai Medical CenterLos AngelesCAUSA
| |
Collapse
|