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Li S, Su D, Hu S, Hu Q, Sun D. Epigallocatechin gallate ameliorates retinal pigment epithelial cell damage via the CYFIP2 /AKT pathway. Toxicol Appl Pharmacol 2024; 495:117124. [PMID: 39667565 DOI: 10.1016/j.taap.2024.117124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2024] [Revised: 09/27/2024] [Accepted: 10/07/2024] [Indexed: 12/14/2024]
Abstract
Age-related macular degeneration (AMD) is a representative age-related ophthalmic disease, and the pathogenesis of AMD remains unclear. This research intended to determine whether epigallocatechin gallate (EGCG) could alleviate the progression of AMD and the possible mechanism. We constructed three groups of mice (young, aged, and EGCG), and HE and TUNEL staining of retinal tissues was performed to observe the structural changes in the retinal pigment epithelial (RPE) layer and the level of apoptosis, respectively. Through RNA-Sequencing analysis of retinal tissues and by RT-qPCR, GO, KEGG, and literature analyses, we identified cytoplasmic fragile X mental retardation 1-interacting protein 2 (CYFIP2) as a possible effector gene for EGCG action and validated its role by immunofluorescent and western blotting experiments. The CCK-8 and Hoechst 33342 apoptosis assays, and western blotting and qRT-PCR assays showed that EGCG reduced hydrogen peroxide (H2O2)-induced apoptosis in adult human RPE (ARPE-19) cells, and the expression of Cyfip2 was changed accordingly. RNA interference analysis indicated that Cyfip2 knockdown alleviated H2O2-induced ARPE apoptosis, while its overexpression weakened EGCG's protective effect. Western blot analysis showed that Cyfip2 mediated the anti-apoptotic effect of EGCG by modulating the level of protein kinase B (Akt) phosphorylation in ARPE cells, and the activation level of phosphorylated AKT (p-AKT Ser473) in retinal tissue of the EGCG-fed group was higher than that of the aged group. Taken together, this study suggests that EGCG plays a protective role in the development of AMD and the apoptosis of ARPE cells through the Cyfip2/AKT pathway.
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Affiliation(s)
- Sijia Li
- Harbin Medical University, Harbin 150086, China; Hongqi Hospital of Mudanjiang Medical University, Mudanjiang 157011, Heilongjiang, China
| | - Dongmei Su
- Department of Genetics, NHC Key Laboratory of Reproductive Health Engineering Technology Research, National Research Institute for Family Planning, Health Department, Beijing 100081, China; Graduate School, Peking Union Medical College, Beijing 100081, China
| | - Shanshan Hu
- Hongqi Hospital of Mudanjiang Medical University, Mudanjiang 157011, Heilongjiang, China
| | - Qiang Hu
- Harbin Medical University, Harbin 150086, China
| | - Dawei Sun
- Department of Ophthalmology, the second affiliated hospital of Harbin Medical University, Harbin 150086, China.
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Zhang S, Xu W, Liu S, Xu F, Chen X, Qin H, Yao K. Anesthetic effects on electrophysiological responses across the visual pathway. Sci Rep 2024; 14:27825. [PMID: 39537872 PMCID: PMC11561267 DOI: 10.1038/s41598-024-79240-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 11/07/2024] [Indexed: 11/16/2024] Open
Abstract
Anesthetics are widely used in electrophysiological tests to assess retinal and visual system functions to avoid experimental errors caused by movement and stress in experimental animals. To determine the most suitable anesthetic for visual electrophysiological tests, excluding ketamine and chloral hydrate due to regulatory and side effect concerns, this study investigated the effects of ethyl carbamate (EC), avertin (AR), and pentobarbital sodium (PS) on visual signal conduction in the retina and primary visual cortex. Assessments included flash electroretinogram (FERG), pattern electroretinogram (PERG), pattern visual evoked potentials (PVEP), and flash visual evoked potentials (FVEP), FERG and FVEP were used to evaluate the responses of the retina and visual cortex to flash stimuli, respectively, while PERG and PVEP assessed responses to pattern stimuli. The research showed that AR demonstrates the least disruption to the visual signal pathway, as evidenced by consistently high characteristic peaks in the AR group across various tests. In contrast, mice given EC exhibited the lowest peak values in both FERG and FVEP, while subjects anesthetized with PS showed suppressed oscillatory potentials and PERG responses. Notably, substantial PVEP characteristic peaks were observed only in mice anesthetized with AR. Consequently, among the three anesthetics tested, AR is the most suitable for visual electrophysiological studies.
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Affiliation(s)
- Shiyao Zhang
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China
| | - Weihui Xu
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China
| | - Shanshan Liu
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China
| | - Fang Xu
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China
| | - Xiaopeng Chen
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China
| | - Huan Qin
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China.
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China.
| | - Kai Yao
- Institute of Visual Neuroscience and Stem Cell Engineering, Wuhan University of Science and Technology, Wuhan, 430065, China.
- College of Life Sciences and Health, Wuhan University of Science and Technology, Wuhan, 430065, China.
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Chen Y, Li S, He H. miR-27a-3p promotes inflammatory response in infectious endophthalmitis via targeting TSC1. Sci Rep 2024; 14:19353. [PMID: 39169069 PMCID: PMC11339321 DOI: 10.1038/s41598-024-69964-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 08/12/2024] [Indexed: 08/23/2024] Open
Abstract
Infectious endophthalmitis (IE) poses a significant threat to vision. This study aimed to explore the impact of microRNA (miR)-27a-3p on inflammation in IE. A rat model was developed through intravitreal injection of lipopolysaccharide. Clinical and demographic data were collected for 54 participants: 31 diagnosed with IE and 23 non-infectious patients with idiopathic macular holes. Expression levels of miR-27a-3p and inflammatory genes were quantified via reverse transcription quantitative polymerase chain reaction. Concentrations of inflammatory cytokines in human vitreous samples were measured using enzyme-linked immunosorbent assay. In vitro studies were conducted to explore the target gene of miR-27a-3p. The final animal experiments further verified the role of miR-27a-3p and tuberous sclerosis complex (TSC)1 in inflammatory responses. Results showed that miR-27a-3p was elevated in LPS-treated rats and IE patients. Thirty-one IE patients were divided into the High (n = 15) and Low (n = 16) groups according to the expression of miR-27a-3p. No significant differences were observed in baseline clinical and demographic characteristics between the control and IE patient groups. Pro-inflammatory cytokine mRNA levels and concentrations were notably increased in both LPS-treated rats and the High group of patients. Besides, results showed that TSC1 is a target gene of miR-27a-3p. Moreover, TSC1 inhibition promoted inflammation in rat vitreous samples. In summary, our findings suggested that miR-27a-3p exacerbated inflammatory responses in IE though targeting TSC1, offering novel insights for potential therapeutic strategies targeting miR-27a-3p in the clinical management of IE.
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Affiliation(s)
- Yanting Chen
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, No.19 Xiuhua Road, Xiuying District, Haikou, 570311, Hainan, China.
| | - Shanxiang Li
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, No.19 Xiuhua Road, Xiuying District, Haikou, 570311, Hainan, China
| | - Hong He
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-Sen University, No.19 Xiuhua Road, Xiuying District, Haikou, 570311, Hainan, China
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Mohammad HMF, Eladl MA, Abdelmaogood AKK, Elshaer RE, Ghanam W, Elaskary A, Saleh MAK, Eltrawy AH, Ali SK, Moursi SMM, Bilasy SE, Zaitone SA, Alzlaiq WA, Atteya H. Protective Effect of Topiramate against Diabetic Retinopathy and Computational Approach Recognizing the Role of NLRP3/IL-1β/TNF-α Signaling. Biomedicines 2023; 11:3202. [PMID: 38137423 PMCID: PMC10741203 DOI: 10.3390/biomedicines11123202] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/27/2023] [Accepted: 11/07/2023] [Indexed: 12/24/2023] Open
Abstract
The possible impact of topiramate against diabetic retinopathy (DREN) and its molecular mechanisms in relation to the nod-like receptor family pyrin domain containing 3 (NLRP3) inflammasome has not been studied before. Thus, in the present study, we aimed to utilize a computational approach to investigate the possible protective effect of topiramate on experimental DREN and explore its impact on NLRP3/interlukin-1β signaling and brain-derived neurotrophic factor (BDNF) expression. Male albino mice were distributed to four experimental groups and assigned the following categorizations: (i) saline, (ii) diabetic, (iii) diabetic + topiramate 10 mg/kg and (iv) diabetic + topiramate 30 mg/kg. We observed shrinkage of total retinal thickness and elevation in retinal glutamate, malondialdehyde, NLRP3 and interlukin-1β but decreased glutathione (GSH) levels in the diabetic mice. Additionally, retinal ultra-structures in the diabetic group showed abnormalities and vacuolations in the pigmented epithelium, the photoreceptor segment, the outer nuclear layer, the inner nuclear layer and the ganglion cell layer (GCL). Mice treated with topiramate 10 or 30 mg/kg showed downregulation in retinal malondialdehyde, NLRP3 and interlukin-1β levels; improvements in the retinal pathologies; enhanced immunostaining for BDNF and improved ultra-structures in different retinal layers. Overall, the current results suggest topiramate as a neuroprotective agent for DREN, and future studies are warranted to further elucidate the mechanism of its protective action.
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Affiliation(s)
- Hala M. F. Mohammad
- Department of Clinical Pharmacology, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt
- Center of Excellence in Molecular and Cellular Medicine (CEMCM), Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt
| | - Mohamed Ahmed Eladl
- Department of Basic Medical Sciences, College of Medicine, University of Sharjah, Sharjah 27272, United Arab Emirates
| | - Asmaa K. K. Abdelmaogood
- Department of Clinical and Chemical Pathology, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt
| | - Rabie E. Elshaer
- Pathology Department, Faculty of Medicine (Boys), Al-Azhar University, Cairo 11884, Egypt
| | - Walaa Ghanam
- Department of Pathology, Faculty of Medicine, Suez University, Suez 43533, Egypt
| | - Abdelhakeem Elaskary
- Ophthalmology Department, Al-Azher Asyut Faculty of Medicine for Men, Asyut 71524, Egypt (M.A.K.S.)
| | - Mohamed A. K. Saleh
- Ophthalmology Department, Al-Azher Asyut Faculty of Medicine for Men, Asyut 71524, Egypt (M.A.K.S.)
| | - Amira H. Eltrawy
- Department of Anatomy and Embryology, Faculty of Medicine, Alexandria University, Alexandria 21526, Egypt
- Department of Anatomy, Faculty of Medicine, University of Tabuk, Tabuk 71451, Saudi Arabia
| | - Sahar K. Ali
- Department of Clinical Pharmacology, Faculty of Medicine, Zagazig University, Zagazig 44519, Egypt
| | - Suzan M. M. Moursi
- Medical Physiology Department, Faculty of Medicine, Zagazig University, Zagazig 44519, Egypt
| | - Shymaa E. Bilasy
- College of Dental Medicine, California Northstate University, 9700 Taron Dr., Elk Grove, CA 95757, USA
- Department of Biochemistry, Faculty of Pharmacy, Suez Canal University, Ismailia 41522, Egypt
| | - Sawsan A. Zaitone
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, University of Tabuk, Tabuk 71451, Saudi Arabia
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Suez Canal University, Ismailia 41522, Egypt
| | - Wafa Ali Alzlaiq
- Department of Clinical Pharmacy, College of Pharmacy, Imam Abdulrahman Bin Faisal University, Dammam 31441, Saudi Arabia
| | - Hayam Atteya
- Department of Pharmacy Practice and Clinical Pharmacy, Faculty of Pharmacy, Future University in Egypt, Cairo 11835, Egypt
- Department of Medical Pharmacology, Faculty of Medicine, Cairo University, Giza 12613, Egypt
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Tong J, Khou V, Trinh M, Alonso‐Caneiro D, Zangerl B, Kalloniatis M. Derivation of human retinal cell densities using high-density, spatially localized optical coherence tomography data from the human retina. J Comp Neurol 2023; 531:1108-1125. [PMID: 37073514 PMCID: PMC10953454 DOI: 10.1002/cne.25483] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 03/14/2023] [Accepted: 03/16/2023] [Indexed: 04/20/2023]
Abstract
This study sought to identify demographic variations in retinal thickness measurements from optical coherence tomography (OCT), to enable the calculation of cell density parameters across the neural layers of the healthy human macula. From macular OCTs (n = 247), ganglion cell (GCL), inner nuclear (INL), and inner segment-outer segment (ISOS) layer measurements were extracted using a customized high-density grid. Variations with age, sex, ethnicity, and refractive error were assessed with multiple linear regression analyses, with age-related distributions further assessed using hierarchical cluster analysis and regression models. Models were tested on a naïve healthy cohort (n = 40) with Mann-Whitney tests to determine generalizability. Quantitative cell density data were calculated from histological data from previous human studies. Eccentricity-dependent variations in OCT retinal thickness closely resemble topographic cell density maps from human histological studies. Age was consistently identified as significantly impacting retinal thickness (p = .0006, .0007, and .003 for GCL, INL and ISOS), with gender affecting ISOS only (p < .0001). Regression models demonstrated that age-related changes in the GCL and INL begin in the 30th decade and were linear for the ISOS. Model testing revealed significant differences in INL and ISOS thickness (p = .0008 and .0001; however, differences fell within the OCT's axial resolution. Qualitative comparisons show close alignment between OCT and histological cell densities when using unique, high-resolution OCT data, and correction for demographics-related variability. Overall, this study describes a process to calculate in vivo cell density from OCT for all neural layers of the human retina, providing a framework for basic science and clinical investigations.
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Affiliation(s)
- Janelle Tong
- Centre for Eye HealthUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- School of Optometry and Vision ScienceUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
| | - Vincent Khou
- Centre for Eye HealthUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- School of Optometry and Vision ScienceUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
| | - Matt Trinh
- Centre for Eye HealthUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- School of Optometry and Vision ScienceUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
| | - David Alonso‐Caneiro
- School of Optometry and Vision ScienceCentre for Vision and Eye ResearchContact Lens and Visual Optics LaboratoryQueensland University of TechnologyQueenslandBrisbaneAustralia
- School of Science, Technology and EngineeringUniversity of Sunshine CoastQueenslandSippy DownsAustralia
| | - Barbara Zangerl
- School of Optometry and Vision ScienceUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- Coronary Care UnitRoyal Prince Alfred HospitalNew South WalesSydneyAustralia
| | - Michael Kalloniatis
- Centre for Eye HealthUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- School of Optometry and Vision ScienceUniversity of New South Wales (UNSW)New South WalesSydneyAustralia
- Department of OptometrySchool of MedicineDeakin UniversityVictoriaWaurn PondsAustralia
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Batista A, Guimarães P, Serranho P, Nunes A, Martins J, Moreira PI, Ambrósio AF, Morgado M, Castelo-Branco M, Bernardes R. Retinal imaging in animal models: Searching for biomarkers of neurodegeneration. FRONTIERS IN OPHTHALMOLOGY 2023; 3:1156605. [PMID: 38983000 PMCID: PMC11182266 DOI: 10.3389/fopht.2023.1156605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 03/27/2023] [Indexed: 07/11/2024]
Abstract
There is a pressing need for novel diagnostic and progression biomarkers of neurodegeneration. However, the inability to determine disease duration and stage in patients with Alzheimer's disease (AD) hinders their discovery. Because animal models of disease allow us to circumvent some of these limitations, they have proven to be of paramount importance in clinical research. Due to the clear optics of the eye, the retina combined with optical coherence tomography (OCT) offers the perfect opportunity to image neurodegeneration in the retina in vivo, non-invasively, directly, quickly, and inexpensively. Based on these premises, our group has worked towards uncovering neurodegeneration-associated changes in the retina of the triple-transgenic mouse model of familial AD (3×Tg-AD). In this work, we present an overview of our work on this topic. We report on thickness variations of the retina and retinal layers/layer aggregates caused by healthy aging and AD-like conditions and discuss the implications of focusing research efforts solely on retinal thickness. We explore what other information is embedded in the OCT data, extracted based on texture analysis and deep-learning approaches, to further identify biomarkers that could be used for early detection and diagnosis. We were able to detect changes in the retina of the animal model of AD as early as 1 month of age. We also discuss our work to develop an optical coherence elastography system to measure retinal elasticity, which can be used in conjunction with conventional OCT. Finally, we discuss the potential application of these technologies in human patients and the steps needed to make OCT a helpful screening tool for the detection of neurodegeneration.
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Affiliation(s)
- Ana Batista
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
| | - Pedro Guimarães
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
| | - Pedro Serranho
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- Universidade Aberta, Department of Sciences and Technology, Lisbon, Portugal
| | - Ana Nunes
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
| | - João Martins
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine (FMUC), Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- University of Coimbra, Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), Coimbra, Portugal
| | - Paula I. Moreira
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- University of Coimbra, Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), Coimbra, Portugal
- University of Coimbra, Center for Neuroscience and Cell Biology (CNC), Coimbra, Portugal
| | - António Francisco Ambrósio
- University of Coimbra, Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine (FMUC), Coimbra, Portugal
- University of Coimbra, Center for Innovative Biomedicine and Biotechnology (CIBB), Coimbra, Portugal
- University of Coimbra, Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), Coimbra, Portugal
| | - Miguel Morgado
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Department of Physics, Faculty of Sciences and Technology (FCTUC), Coimbra, Portugal
| | - Miguel Castelo-Branco
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), Coimbra, Portugal
| | - Rui Bernardes
- University of Coimbra, Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), Coimbra, Portugal
- University of Coimbra, Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), Coimbra, Portugal
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Aggio-Bruce R, Schumann U, Cioanca AV, Chen FK, McLenachan S, Heath Jeffery RC, Das S, Natoli R. Serum miRNA modulations indicate changes in retinal morphology. Front Mol Neurosci 2023; 16:1130249. [PMID: 36937046 PMCID: PMC10020626 DOI: 10.3389/fnmol.2023.1130249] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Accepted: 02/13/2023] [Indexed: 03/06/2023] Open
Abstract
Background Age-related macular degeneration (AMD) is the leading cause of vision loss in the developed world and the detection of its onset and progression are based on retinal morphological assessments. MicroRNA (miRNA) have been explored extensively as biomarkers for a range of neurological diseases including AMD, however differences in experimental design and the complexity of human biology have resulted in little overlap between studies. Using preclinical animal models and clinical samples, this study employs a novel approach to determine a serum signature of AMD progression. Methods Serum miRNAs were extracted from mice exposed to photo-oxidative damage (PD; 0, 1, 3 and 5 days), and clinical samples from patients diagnosed with reticular pseudodrusen or atrophic AMD. The expression of ~800 miRNAs was measured using OpenArray™, and differential abundance from controls was determined using the HTqPCR R package followed by pathway analysis with DAVID. MiRNA expression changes were compared against quantifiable retinal histological indicators. Finally, the overlap of miRNA changes observed in the mouse model and human patient samples was investigated. Results Differential miRNA abundance was identified at all PD time-points and in clinical samples. Importantly, these were associated with inflammatory pathways and histological changes in the retina. Further, we were able to align findings in the mouse serum to those of clinical patients. Conclusion In conclusion, serum miRNAs are a valid tool as diagnostics for the early detection of retinal degeneration, as they reflect key changes in retinal health. The combination of pre-clinical animal models and human patient samples led to the identification of a preliminary serum miRNA signature for AMD. This study is an important platform for the future development of a diagnostic serum miRNA panel for the early detection of retinal degeneration.
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Affiliation(s)
- Riemke Aggio-Bruce
- The John Curtin School of Medical Research, The Australian National University, Acton, ACT, Australia
- The School of Medicine and Psychology, Acton, ACT, Australia
| | - Ulrike Schumann
- The John Curtin School of Medical Research, The Australian National University, Acton, ACT, Australia
- The Save Sight Institute, Faculty of Medicine and Health, The University of Sydney, Sydney, NSW, Australia
| | - Adrian V. Cioanca
- The John Curtin School of Medical Research, The Australian National University, Acton, ACT, Australia
| | - Fred K. Chen
- Centre of Ophthalmology and Visual Science, The University of Western Australia, Perth, WA, Australia
- Lions Eye Institute, Perth, WA, Australia
- Ophthalmology, Department of Surgery, University of Melbourne, East Melbourne, VIC, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Samuel McLenachan
- Centre of Ophthalmology and Visual Science, The University of Western Australia, Perth, WA, Australia
- Lions Eye Institute, Perth, WA, Australia
| | - Rachael C. Heath Jeffery
- Centre of Ophthalmology and Visual Science, The University of Western Australia, Perth, WA, Australia
- Lions Eye Institute, Perth, WA, Australia
- Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, East Melbourne, VIC, Australia
| | - Shannon Das
- The John Curtin School of Medical Research, The Australian National University, Acton, ACT, Australia
| | - Riccardo Natoli
- The John Curtin School of Medical Research, The Australian National University, Acton, ACT, Australia
- The School of Medicine and Psychology, Acton, ACT, Australia
- *Correspondence: Riccardo Natoli,
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Guimarães P, Serranho P, Martins J, Moreira PI, Ambrósio AF, Castelo-Branco M, Bernardes R. Retinal Aging in 3× Tg-AD Mice Model of Alzheimer's Disease. Front Aging Neurosci 2022; 14:832195. [PMID: 35783138 PMCID: PMC9244797 DOI: 10.3389/fnagi.2022.832195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 05/16/2022] [Indexed: 11/13/2022] Open
Abstract
The retina, as part of the central nervous system (CNS), can be the perfect target for in vivo, in situ, and noninvasive neuropathology diagnosis and assessment of therapeutic efficacy. It has long been established that several age-related brain changes are more pronounced in Alzheimer's disease (AD). Nevertheless, in the retina such link is still under-explored. This study investigates the differences in the aging of the CNS through the retina of 3× Tg-AD and wild-type mice. A dedicated optical coherence tomograph imaged mice's retinas for 16 months. Two neural networks were developed to model independently each group's ages and were then applied to an independent set containing images from both groups. Our analysis shows a mean absolute error of 0.875±1.1 × 10−2 and 1.112±1.4 × 10−2 months, depending on training group. Our deep learning approach appears to be a reliable retinal OCT aging marker. We show that retina aging is distinct in the two classes: the presence of the three mutated human genes in the mouse genome has an impact on the aging of the retina. For mice over 4 months-old, transgenic mice consistently present a negative retina age-gap when compared to wild-type mice, regardless of training set. This appears to contradict AD observations in the brain. However, the ‘black-box” nature of deep-learning implies that one cannot infer reasoning. We can only speculate that some healthy age-dependent neural adaptations may be altered in transgenic animals.
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Affiliation(s)
- Pedro Guimarães
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
- *Correspondence: Pedro Guimarães
| | - Pedro Serranho
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
- Department of Sciences and Technology, Universidade Aberta, Lisbon, Portugal
| | - João Martins
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
| | - Paula I. Moreira
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
- Center for Neuroscience and Cell Biology (CNC), University of Coimbra, Coimbra, Portugal
| | - António Francisco Ambrósio
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
- Center for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
| | - Miguel Castelo-Branco
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
| | - Rui Bernardes
- Coimbra Institute for Biomedical Imaging and Translational Research (CIBIT), Institute for Nuclear Sciences Applied to Health (ICNAS), University of Coimbra, Coimbra, Portugal
- Clinical Academic Center of Coimbra (CACC), Faculty of Medicine (FMUC), University of Coimbra, Coimbra, Portugal
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9
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Fehlmann T, Kern F, Laham O, Backes C, Solomon J, Hirsch P, Volz C, Müller R, Keller A. miRMaster 2.0: multi-species non-coding RNA sequencing analyses at scale. Nucleic Acids Res 2021; 49:W397-W408. [PMID: 33872372 PMCID: PMC8262700 DOI: 10.1093/nar/gkab268] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/21/2021] [Accepted: 04/15/2021] [Indexed: 01/19/2023] Open
Abstract
Analyzing all features of small non-coding RNA sequencing data can be demanding and challenging. To facilitate this process, we developed miRMaster. After the analysis of over 125 000 human samples and 1.5 trillion human small RNA reads over 4 years, we present miRMaster 2 with a wide range of updates and new features. We extended our reference data sets so that miRMaster 2 now supports the analysis of eight species (e.g. human, mouse, chicken, dog, cow) and 10 non-coding RNA classes (e.g. microRNAs, piRNAs, tRNAs, rRNAs, circRNAs). We also incorporated new downstream analysis modules such as batch effect analysis or sample embeddings using UMAP, and updated annotation data bases included by default (miRBase, Ensembl, GtRNAdb). To accommodate the increasing popularity of single cell small-RNA sequencing data, we incorporated a module for unique molecular identifier (UMI) processing. Further, the output tables and graphics have been improved based on user feedback and new output formats that emerged in the community are now supported (e.g. miRGFF3). Finally, we integrated differential expression analysis with the miRNA enrichment analysis tool miEAA. miRMaster is freely available at https://www.ccb.uni-saarland.de/mirmaster2.
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Affiliation(s)
- Tobias Fehlmann
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Fabian Kern
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Omar Laham
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Christina Backes
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Jeffrey Solomon
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Pascal Hirsch
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany
| | - Carsten Volz
- Department of Microbial Natural Products, Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI) and Department of Pharmacy, Saarland University, Campus E8 1, 66123 Saarbrücken, Germany
| | - Rolf Müller
- Department of Microbial Natural Products, Helmholtz-Institute for Pharmaceutical Research Saarland (HIPS), Helmholtz Centre for Infection Research (HZI) and Department of Pharmacy, Saarland University, Campus E8 1, 66123 Saarbrücken, Germany
| | - Andreas Keller
- Chair for Clinical Bioinformatics, Saarland University, 66123 Saarbrücken, Germany.,Department of Neurology and Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA
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10
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Trotta MC, Gharbia S, Herman H, Mladin B, Hermenean A, Balta C, Cotoraci C, Peteu VE, Gesualdo C, Petrillo F, Galdiero M, Alfano R, Gherghiceanu M, D’Amico M, Rossi S, Hermenean A. Sex and Age-Related Differences in Neuroinflammation and Apoptosis in Balb/c Mice Retina Involve Resolvin D1. Int J Mol Sci 2021; 22:6280. [PMID: 34208040 PMCID: PMC8230628 DOI: 10.3390/ijms22126280] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Revised: 06/03/2021] [Accepted: 06/08/2021] [Indexed: 12/31/2022] Open
Abstract
(1) Background: The pro-resolving lipid mediator Resolvin D1 (RvD1) has already shown protective effects in animal models of diabetic retinopathy. This study aimed to investigate the retinal levels of RvD1 in aged (24 months) and younger (3 months) Balb/c mice, along with the activation of macro- and microglia, apoptosis, and neuroinflammation. (2) Methods: Retinas from male and female mice were used for immunohistochemistry, immunofluorescence, transmission electron microscopy, Western blotting, and enzyme-linked immunosorbent assays. (3) Results: Endogenous retinal levels of RvD1 were reduced in aged mice. While RvD1 levels were similar in younger males and females, they were markedly decreased in aged males but less reduced in aged females. Both aged males and females showed a significant increase in retinal microglia activation compared to younger mice, with a more marked reactivity in aged males than in aged females. The same trend was shown by astrocyte activation, neuroinflammation, apoptosis, and nitrosative stress, in line with the microglia and Müller cell hypertrophy evidenced in aged retinas by electron microscopy. (4) Conclusions: Aged mice had sex-related differences in neuroinflammation and apoptosis and low retinal levels of endogenous RvD1.
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Affiliation(s)
- Maria Consiglia Trotta
- Section of Pharmacology, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, via Santa Maria di Costantinopoli 16, 80138 Naples, Italy; (M.C.T.); (M.G.)
| | - Sami Gharbia
- “Aurel Ardelean” Institute of Life Sciences, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania; (S.G.); (H.H.); (B.M.); (C.B.); (A.H.)
| | - Hildegard Herman
- “Aurel Ardelean” Institute of Life Sciences, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania; (S.G.); (H.H.); (B.M.); (C.B.); (A.H.)
| | - Bianca Mladin
- “Aurel Ardelean” Institute of Life Sciences, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania; (S.G.); (H.H.); (B.M.); (C.B.); (A.H.)
| | - Andrei Hermenean
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Av., 050474 Bucharest, Romania; (A.H.); (M.G.)
| | - Cornel Balta
- “Aurel Ardelean” Institute of Life Sciences, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania; (S.G.); (H.H.); (B.M.); (C.B.); (A.H.)
| | - Coralia Cotoraci
- Faculty of Medicine, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania;
| | - Victor Eduard Peteu
- Victor Babes National Institute of Pathology, 99-101 Splaiul Independentei Av., 050096 Bucharest, Romania;
| | - Carlo Gesualdo
- Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania “Luigi Vanvitelli”, Via Luigi De Crecchio 6, 80138 Naples, Italy; (C.G.); (S.R.)
| | - Francesco Petrillo
- Department of Ophthalmology, University of Catania, P.zza Università 2, 95131 Catania, Italy;
| | - Marilena Galdiero
- Section of Pharmacology, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, via Santa Maria di Costantinopoli 16, 80138 Naples, Italy; (M.C.T.); (M.G.)
| | - Roberto Alfano
- Department of Advanced Medical and Surgical Sciences “DAMSS”, University of Campania “Luigi Vanvitelli”, P.zza L. Miraglia 2, 80138 Naples, Italy;
| | - Mihaela Gherghiceanu
- Faculty of Medicine, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Av., 050474 Bucharest, Romania; (A.H.); (M.G.)
- Victor Babes National Institute of Pathology, 99-101 Splaiul Independentei Av., 050096 Bucharest, Romania;
| | - Michele D’Amico
- Section of Pharmacology, Department of Experimental Medicine, University of Campania “Luigi Vanvitelli”, via Santa Maria di Costantinopoli 16, 80138 Naples, Italy; (M.C.T.); (M.G.)
| | - Settimio Rossi
- Eye Clinic, Multidisciplinary Department of Medical, Surgical and Dental Sciences, University of Campania “Luigi Vanvitelli”, Via Luigi De Crecchio 6, 80138 Naples, Italy; (C.G.); (S.R.)
| | - Anca Hermenean
- “Aurel Ardelean” Institute of Life Sciences, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania; (S.G.); (H.H.); (B.M.); (C.B.); (A.H.)
- Faculty of Medicine, Vasile Goldis Western University of Arad, 86 Revolutiei Av., 310144 Arad, Romania;
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