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Zhang P, Zhang N, Hu Y, Deng X, Zhu M, Lai C, Zeng W, Ke M. Role of PI3K/AKT/MAOA in glucocorticoid-induced oxidative stress and associated premature senescence of the trabecular meshwork. Aging Cell 2025; 24:e14452. [PMID: 39688282 PMCID: PMC11984687 DOI: 10.1111/acel.14452] [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: 08/13/2024] [Revised: 11/15/2024] [Accepted: 12/04/2024] [Indexed: 12/18/2024] Open
Abstract
The oxidative stress-induced premature senescence of trabecular meshwork (TM) represents a pivotal risk factor for the development of glucocorticoid-induced glaucoma (GIG). This study aimed to elucidate the pathogenesis of TM senescence in GIG. MethodsIntraocular pressure (IOP), transmission electron microscopy and senescence-associated protein expression in TM were evaluated in GIG mice. Protein expression of phosphoinositide-3-kinase regulatory subunit 1 (PIK3R1) and monoamine oxidase A (MAOA), phosphorylation of AKT were quantified. ROS and mitochondrial superoxide levels were measured to evaluate cellular oxidative stress. Cell cycle analysis, β-galactosidase staining, senescence-associated protein expression were employed to assess the aging status of primary human trabecular meshwork cells (pHTMs). ResultsmRNA-seq and KEGG analysis indicating PI3K/AKT pathway as a key regulator in TM of GIG. PI3K inhibitor significantly prevented IOP elevation and abnormal mitochondrial morphology of TM in the GIG mouse model. PI3K inhibitor or selective silencing of PIK3R1 alleviated dexamethasone (DEX)-induced oxidative stress, also mitochondrial dysfunction, inhibiting MAOA expression in pHTMs. The same phenomenon was observed in the GIG models with inhibition of MAOA. Further KEGG analysis indicates that cellular senescence is the key factor in the pathogenesis of GIG. TM senescence was observed in both GIG mouse and cell models. Inhibition of the PI3K/AKT/MAOA pathway significantly alleviated DEX-induced premature cellular senescence of TM in GIG models. Glucocorticoids activated the PI3K/AKT/MAOA pathway, leading to mitochondrial dysfunction, oxidative stress, and premature aging in TM, elevating IOP. This mechanism could be associated with the onset and progression of GIG, providing a potential approach for its treatment.
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Affiliation(s)
- Pengyu Zhang
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Nan Zhang
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Yixin Hu
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Xizhi Deng
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Min Zhu
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Cheng Lai
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Wen Zeng
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
| | - Min Ke
- Department of OphthalmologyZhongnan Hospital of Wuhan UniversityWuhanHubeiChina
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2
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Rodrigo MJ, Martinez-Rincon T, Subias M, Mendez-Martinez S, Garcia-Herranz D, Garcia-Feijoo J, Herrero-Vanrell R, Pablo L, Bravo-Osuna I, Munuera I, Garcia-Martin E. Influence of sex on chronic steroid-induced glaucoma: 24-Weeks follow-up study in rats. Exp Eye Res 2024; 238:109736. [PMID: 38036216 DOI: 10.1016/j.exer.2023.109736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2023] [Revised: 11/16/2023] [Accepted: 11/21/2023] [Indexed: 12/02/2023]
Abstract
The objective was to evaluate ocular changes based on sex in steroid-induced glaucoma models in rats comparing healthy controls, over 24 weeks follow-up. Eighty-nine Long-Evans rats (38 males and 51 females) with steroid-induced glaucoma were analysed. Two steroid-induced glaucoma models were generated by injecting poly-co-lactic-glycolic acid microspheres loaded with dexamethasone (MMDEX model) and dexamethasone-fibronectin (MMDEXAFIBRO model) into the ocular anterior chamber. Intraocular pressure was measured by rebound tonometer Tonolab®. Neuroretinal function was analysed using dark- and light-adapted electroretinography (Roland consult® RETIanimal ERG), and structure was analysed using optical coherence tomography (OCT Spectralis, Heidelberg® Engineering) using Retina Posterior Pole, Retinal Nerve Fibre Layer and Ganglion Cell Layer protocols over 24 weeks. Males showed statistically (p < 0.05) higher intraocular pressure measurements. In both sexes and models neuroretinal thickness tended to decrease over time. In the MMDEX model, males showed higher IOP values and greatest percentage thickness loss in the Ganglion Cell Layer (p = 0.015). Females receiving MMDEXAFIBRO experienced large fluctuations in thickness, a higher percentage loss (on average) in Retina Posterior Pole (p = 0.035), Retinal Nerve Fibre Layer and Ganglion Cell Layer than aged-matched males, and the highest thickness loss rate by mmHg. Although no difference was found by sex in dark- and light-adapted electroretinography, increased amplitude in photopic negative response was found in MMDEX males and MMDEXAFIBRO females at 12 weeks. Although both glaucoma models used dexamethasone, different intraocular pressure and neuroretinal changes were observed depending on sex and other influential cofactors (fibronectin). Both sex and the induced glaucoma model influenced neuroretinal degeneration.
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Affiliation(s)
- M J Rodrigo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain; National Ocular Researcha Network RD21/0002/0050. RICORS Red de Enfermedades Inflamatorias (RD21/0002). Carlos III Health Institute, Spain
| | - T Martinez-Rincon
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain
| | - M Subias
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain
| | - S Mendez-Martinez
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain
| | - D Garcia-Herranz
- National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Spain; Ophthalmology Innovation, Therapy and Pharmaceutical Development (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain
| | - J Garcia-Feijoo
- National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Spain; Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain; Department of Ophthalmology, San Carlos Clinical Hospital, Complutense University of Madrid, Spain
| | - R Herrero-Vanrell
- National Ocular Researcha Network RD21/0002/0050. RICORS Red de Enfermedades Inflamatorias (RD21/0002). Carlos III Health Institute, Spain; Ophthalmology Innovation, Therapy and Pharmaceutical Development (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain; Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain; University Institute for Industrial Pharmacy (IUFI), School of Pharmacy, Complutense University of Madrid, Spain
| | - L Pablo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain; National Ocular Researcha Network RD21/0002/0050. RICORS Red de Enfermedades Inflamatorias (RD21/0002). Carlos III Health Institute, Spain; Biotech Vision, Instituto Oftalmologico Quiron, Zaragoza, Spain
| | - I Bravo-Osuna
- National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Spain; Ophthalmology Innovation, Therapy and Pharmaceutical Development (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain; Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain; University Institute for Industrial Pharmacy (IUFI), School of Pharmacy, Complutense University of Madrid, Spain
| | - I Munuera
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain
| | - E Garcia-Martin
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain; Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragón), University of Zaragoza, Spain; National Ocular Researcha Network RD21/0002/0050. RICORS Red de Enfermedades Inflamatorias (RD21/0002). Carlos III Health Institute, Spain.
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3
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Lu Y, Tang K, Wang S, Gao P, Tian Z, Wang M, Chen J, Xiao C, Zhao J, Xie J. Genetic Programs Between Steroid-Sensitive and Steroid-Insensitive Interstitial Lung Disease. Inflammation 2023; 46:2120-2131. [PMID: 37561311 PMCID: PMC10673734 DOI: 10.1007/s10753-023-01866-7] [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] [Accepted: 06/27/2023] [Indexed: 08/11/2023]
Abstract
The effectiveness of corticosteroids (GCs) varies greatly in interstitial lung diseases (ILDs). In this study, we aimed to compare the gene expression profiles of patients with cryptogenic organizing pneumonia (COP), idiopathic pulmonary fibrosis (IPF), and non-specific interstitial pneumonia (NSIP) and identify the molecules and pathways responsible for GCs sensitivity in ILDs. Three datasets (GSE21411, GSE47460, and GSE32537) were selected. Differentially expressed genes (DEGs) among COP, IPF, NSIP, and healthy control (CTRL) groups were identified. Functional enrichment analysis and protein-protein interaction network analysis were performed to examine the potential functions of DEGs. There were 128 DEGs when COP versus CTRL, 257 DEGs when IPF versus CTRL, 205 DEGs when NSIP versus CTRL, and 270 DEGs when COP versus IPF. The DEGs in different ILDs groups were mainly enriched in the inflammatory response. Further pathway analysis showed that "interleukin (IL)-17 signaling pathway" (hsa04657) and "tumor necrosis factor (TNF) signaling pathway" were associated with different types of ILDs. A total of 10 genes associated with inflammatory response were identified as hub genes and their expression levels in the IPF group were higher than those in the COP group. Finally, we identified two GCs' response-related differently expressed genes (FOSL1 and DDIT4). Our bioinformatics analysis demonstrated that the inflammatory response played a pathogenic role in the progression of ILDs. We also illustrated that the inflammatory reaction was more severe in the IPF group compared to the COP group and identified two GCs' response-related differently expressed genes (FOSL1 and DDIT4) in ILDs.
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Affiliation(s)
- Yanjiao Lu
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Kun Tang
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Sun Yat-Sen University, No. 58 Zhongshan 2nd Road, Guangzhou, Guangdong, 510080, China
| | - Shanshan Wang
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Pengfei Gao
- Department of Respiratory and Critical Care Medicine, the First Affiliated Hospital of Henan University of Science and Technology, Luoyang, 471003, China
| | - Zhen Tian
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Meijia Wang
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Jinkun Chen
- Western University, 1151 Richmond Street, London, ON, N6A 3K7, Canada
| | - Chengfeng Xiao
- Department of Biology, Queens University, Kingston, ON, K7L 3N6, Canada
| | - Jianping Zhao
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
| | - Jungang Xie
- Department of Respiratory and Critical Care Medicine, National Clinical Research Center of Respiratory Disease, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China.
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4
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Spicer LJ, Evans JR, Schreiber NB. Hormone regulation of thrombospondin-1 mRNA in porcine granulosa cells in vitro. Anim Reprod Sci 2022; 244:107048. [PMID: 35914333 PMCID: PMC10867812 DOI: 10.1016/j.anireprosci.2022.107048] [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: 04/12/2022] [Revised: 06/21/2022] [Accepted: 07/25/2022] [Indexed: 11/26/2022]
Abstract
Thrombospondin-1 (THBS1) is involved in the process of angiogenesis and is down-regulated by insulin-like growth factor 1 (IGF1) in porcine granulosa cells (GC), but what other hormones regulate GC THBS1 and its role in follicular growth is unclear. Thus, six experiments were conducted to determine the influence of other hormones on THBS1 gene expression in porcine GC, and to determine if THBS1 mRNA changes during follicular development. For Exp. 1-5, small (1-5 mm) follicles from ovaries of abattoir gilts were aspirated, GC collected and treated with FSH, IGF1, fibroblast growth factor 9 (FGF9), Sonic hedgehog (SHH), estradiol, cortisol, and/or prostaglandin E2 (PGE2). FSH, IGF1 and FGF9 each decreased (P < 0.05) THBS1 mRNA abundance. Alone, PGE2 increased (P < 0.05) THBS1 mRNA abundance. PGE2 significantly attenuated the FSH-induced inhibition of THBS1 mRNA expression. Estradiol, cortisol, and SHH had no effect on THBS1 mRNA abundance. In Exp. 6, small (1-3 mm), medium (4-6 mm) and large (7-14 mm) follicles were aspirated to measure abundance of THBS1 mRNA in GC which did not differ (P > 0.10) between small and medium-sized follicles but was threefold greater (P < 0.05) in large compared to small or medium follicles. We hypothesize that the inhibitory effects of FSH, IGF1 and FGF9 on the antiangiogenic gene THBS1 could contribute to promoting angiogenesis in the developing follicle, while stimulation of THBS1 mRNA by PGE2 may help reduce angiogenesis during the preovulatory period when PGE2 and THBS1 mRNA are at their greatest levels.
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Affiliation(s)
- Leon J Spicer
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK 74078, USA.
| | - John R Evans
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK 74078, USA
| | - Nicole B Schreiber
- Department of Animal and Food Sciences, Oklahoma State University, Stillwater, OK 74078, USA
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5
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Bachman W, Maddala R, Chakraborty A, Eldawy C, Skiba NP, Rao PV. Glucocorticoids Preferentially Influence Expression of Nucleoskeletal Actin Network and Cell Adhesive Proteins in Human Trabecular Meshwork Cells. Front Cell Dev Biol 2022; 10:886754. [PMID: 35557957 PMCID: PMC9087352 DOI: 10.3389/fcell.2022.886754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Accepted: 03/28/2022] [Indexed: 12/02/2022] Open
Abstract
Clinical use of glucocorticoids is associated with increased intraocular pressure (IOP), a major risk factor for glaucoma. Glucocorticoids have been reported to induce changes in actin cytoskeletal organization, cell adhesion, extracellular matrix, fibrogenic activity, and mechanical properties of trabecular meshwork (TM) tissue, which plays a crucial role in aqueous humor dynamics and IOP homeostasis. However, we have a limited understanding of the molecular underpinnings regulating these myriad processes in TM cells. To understand how proteins, including cytoskeletal and cell adhesion proteins that are recognized to shuttle between the cytosolic and nuclear regions, influence gene expression and other cellular activities, we used proteomic analysis to characterize the nuclear protein fraction of dexamethasone (Dex) treated human TM cells. Treatment of human TM cells with Dex for 1, 5, or 7 days led to consistent increases (by ≥ two-fold) in the levels of various actin cytoskeletal regulatory, cell adhesive, and vesicle trafficking proteins. Increases (≥two-fold) were also observed in levels of Wnt signaling regulator (glypican-4), actin-binding chromatin modulator (BRG1) and nuclear actin filament depolymerizing protein (MICAL2; microtubule-associated monooxygenase, calponin and LIM domain containing), together with a decrease in tissue plasminogen activator. These changes were independently further confirmed by immunoblotting analysis. Interestingly, deficiency of BRG1 expression blunted the Dex-induced increases in the levels of some of these proteins in TM cells. In summary, these findings indicate that the widely recognized changes in actin cytoskeletal and cell adhesive attributes of TM cells by glucocorticoids involve actin regulated BRG1 chromatin remodeling, nuclear MICAL2, and glypican-4 regulated Wnt signaling upstream of the serum response factor/myocardin controlled transcriptional activity.
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Affiliation(s)
- William Bachman
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
| | - Rupalatha Maddala
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
| | - Ayon Chakraborty
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
| | - Camelia Eldawy
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
| | - Nikolai P. Skiba
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
| | - Ponugoti V. Rao
- Department of Ophthalmology, Duke University School of Medicine, Durham, NC, United States
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC, United States
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6
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Rodrigo MJ, Garcia-Herranz D, Aragón-Navas A, Subias M, Martinez-Rincón T, Mendez-Martínez S, Cardiel MJ, García-Feijoo J, Ruberte J, Herrero-Vanrell R, Pablo L, Garcia-Martin E, Bravo-Osuna I. Long-term corticosteroid-induced chronic glaucoma model produced by intracameral injection of dexamethasone-loaded PLGA microspheres. Drug Deliv 2021; 28:2427-2446. [PMID: 34763590 PMCID: PMC8592597 DOI: 10.1080/10717544.2021.1998245] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
Abstract
PURPOSE To evaluate a new chronic glaucoma model produced by intracameral injection of dexamethasone-loaded poly lactic-co-glycolic acid microspheres (Dex-PLGA-Ms) over six months. METHODS Healthy rats received two injections (at baseline and Week 4) of Dex-PLGA-Ms into the anterior chamber of the right eye. Clinical signs and intraocular pressure (IOP) were weekly recorded. The structure of the retina and optic nerve was in vivo evaluated using optical coherence tomography (OCT) every two weeks and functionally using dark- and light-adapted electroretinography at 0-12-24 weeks. Histological studies were also performed. RESULTS IOP progressively increased up to hypertension (23.22 ± 3.63 mmHg) in both eyes but did so later in left eyes. OCT quantified a decrease in full-thickness retina posterior pole (R), retinal-nerve-fiber layer (RNFL), and ganglion-cell layer (GCL) thickness up to 24 weeks. Right eyes showed higher neuroretinal thickness loss up to week 8. RNFL experienced the highest percentage thickness loss at the inferior-superior axis, while in GCL the inner sectors of the horizontal axis (Nasal-Temporal) suffered the greatest decrease in thickness. Retinal ganglion cell, photoreceptor, and intermediate cell functionality decreased over time. Increased deposition of collagen IV was also found in zonular fibers and the ciliary body. CONCLUSIONS This work shows the usefulness of drug delivery systems, not to treat pathology but to induce it. Only two injections of Dex-PLGA-Ms in the anterior chamber of rat eyes were enough to progressively create ocular hypertension and subsequent functional and structural neuroretinal degeneration, at least over 6 months.
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Affiliation(s)
- M J Rodrigo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain.,National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Madrid, Spain
| | - D Garcia-Herranz
- Complutense University of Madrid. Innovation, Therapy and Pharmaceutical Development in Ophthalmology (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain.,Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain
| | - A Aragón-Navas
- Complutense University of Madrid. Innovation, Therapy and Pharmaceutical Development in Ophthalmology (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain.,Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain
| | - M Subias
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - T Martinez-Rincón
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - S Mendez-Martínez
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), University of Zaragoza, Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - M J Cardiel
- Miguel Servet Ophthalmology Research Group (GIMSO), University of Zaragoza, Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain.,Department of Pathology, Lozano Blesa University Hospital, Zaragoza, Spain
| | - J García-Feijoo
- Complutense University of Madrid. Innovation, Therapy and Pharmaceutical Development in Ophthalmology (InnOftal) Research Group, UCM 920415. National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Spain.,Servicio de Oftalmología, Hospital Clínico San Carlos, Madrid, Spain.,Departamento de Inmunología, Oftalmología y ORL, Facultad de Medicina, Universidad Complutense de Madrid (UCM), IdISSC, Madrid, Spain
| | - J Ruberte
- Animal Biotechnology and Gene Therapy Centre (CBATEG), Universitat Autònoma de Barcelona, Bellaterra, Spain.,Networked Biomedical Research Centre for Diabetes and Associated Metabolic Diseases (CIBERDEM), Madrid, Spain.,Department of Animal Health and Anatomy, School of Veterinary Medicine, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - R Herrero-Vanrell
- National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Madrid, Spain.,Complutense University of Madrid. Innovation, Therapy and Pharmaceutical Development in Ophthalmology (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain.,Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain
| | - L Pablo
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Madrid, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), University of Zaragoza, Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - E Garcia-Martin
- Department of Ophthalmology, Miguel Servet University Hospital, Zaragoza, Spain.,National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Madrid, Spain.,Miguel Servet Ophthalmology Research Group (GIMSO), University of Zaragoza, Aragon Health Research Institute (IIS Aragon), Zaragoza, Spain
| | - I Bravo-Osuna
- National Ocular Pathology Network (OFTARED), Carlos III Health Institute, Madrid, Spain.,Complutense University of Madrid. Innovation, Therapy and Pharmaceutical Development in Ophthalmology (InnOftal) Research Group, UCM 920415, Department of Pharmaceutics and Food Technology, Faculty of Pharmacy, Complutense University of Madrid, Spain.,Health Research Institute, San Carlos Clinical Hospital (IdISSC), Madrid, Spain
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7
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Shan SW, Do CW, Lam TC, Li HL, Stamer WD, To CH. Thrombospondin-1 mediates Rho-kinase inhibitor-induced increase in outflow-facility. J Cell Physiol 2021; 236:8226-8238. [PMID: 34180057 PMCID: PMC9292191 DOI: 10.1002/jcp.30492] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 05/24/2021] [Accepted: 06/08/2021] [Indexed: 12/30/2022]
Abstract
Rho‐kinase (ROCK) inhibitors, a novel class of anti‐glaucoma agents, act by increasing the aqueous humor outflow through the conventional trabecular meshwork pathway. However, the downstream signaling consequences of the ROCK inhibitor are not completely understood. Our data show that Y39983, a selective ROCK inhibitor, could induce filamentous actin remodeling, reduced cell motility (as measured by cell migration), and transepithelial resistance in primary human TM (hTM) cells. After 2 days Y39983 treatment of hTM cells, a proteomic study identified 20 proteins whose expression was significantly altered. Pathway analysis of those proteins revealed the involvement of the p53 pathway, integrin signaling pathway, and cytoskeletal pathway regulation by Rho GTPase. Thrombospondin‐1 (TSP1), a matricellular protein that is increased in glaucoma patients, was downregulated fivefold following Y39983 treatment. More importantly, both TSP1 antagonist leucine–serine–lysine–leucine (LSKL) and small interfering RNA (siRNA) reduced TSP1 gene and protein expressions as well as hTM cell migration. In the presence of Y39983, no further inhibition of cell migration resulted after LSKL and TSP1 siRNA knockdown. Likewise, LSKL triggered a dose‐dependent increase in outflow facility in ex vivo mouse eyes, to a similar extent as Y39983 (83.8% increase by Y39983 vs. 71.2% increase by LSKL at 50 µM). There were no additive effects with simultaneous treatment with LSKL and Y39983, supporting the notion that the effects of ROCK inhibition were mediated by TSP1.
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Affiliation(s)
- Sze-Wan Shan
- Laboratory of Experimental Optometry, School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
| | - Chi-Wai Do
- Laboratory of Experimental Optometry, School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.,Centre for Eye and Vision Research, Hong Kong, China
| | - Thomas Chuen Lam
- Laboratory of Experimental Optometry, School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.,Centre for Eye and Vision Research, Hong Kong, China.,The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, Guangdong, China
| | - Hoi-Lam Li
- Laboratory of Experimental Optometry, School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China
| | - W Daniel Stamer
- Department of Ophthalmology, Duke University, Durham, North Carolina, USA.,Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA
| | - Chi-Ho To
- Laboratory of Experimental Optometry, School of Optometry, The Hong Kong Polytechnic University, Hong Kong, China.,Centre for Eye and Vision Research, Hong Kong, China
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8
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Bian J, Sze YH, Tse DYY, To CH, McFadden SA, Lam CSY, Li KK, Lam TC. SWATH Based Quantitative Proteomics Reveals Significant Lipid Metabolism in Early Myopic Guinea Pig Retina. Int J Mol Sci 2021; 22:4721. [PMID: 33946922 PMCID: PMC8124159 DOI: 10.3390/ijms22094721] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 04/22/2021] [Accepted: 04/25/2021] [Indexed: 12/14/2022] Open
Abstract
Most of the previous myopic animal studies employed a single-candidate approach and lower resolution proteomics approaches that were difficult to detect minor changes, and generated limited systems-wide biological information. Hence, a complete picture of molecular events in the retina involving myopic development is lacking. Here, to investigate comprehensive retinal protein alternations and underlying molecular events in the early myopic stage, we performed a data-independent Sequential Window Acquisition of all Theoretical Mass Spectra (SWATH) based proteomic analysis coupled with different bioinformatics tools in pigmented guinea pigs after 4-day lens-induced myopia (LIM). Myopic eyes compared to untreated contralateral control eyes caused significant changes in refractive error and choroid thickness (p < 0.05, n = 5). Relative elongation of axial length and the vitreous chamber depth were also observed. Using pooled samples from all individuals (n = 10) to build a species-specific retinal ion library for SWATH analysis, 3202 non-redundant proteins (with 24,616 peptides) were identified at 1% global FDR. For quantitative analysis, the 10 individual retinal samples (5 pairs) were analyzed using a high resolution Triple-TOF 6600 mass spectrometry (MS) with technical replicates. In total, 37 up-regulated and 21 down-regulated proteins were found significantly changed after LIM treatment (log2 ratio (T/C) > 0.26 or < -0.26; p ≤ 0.05). Data are accepted via ProteomeXchange with identifier PXD025003. Through Ingenuity Pathways Analysis (IPA), "lipid metabolism" was found as the top function associated with the differentially expressed proteins. Based on the protein abundance and peptide sequences, expression patterns of two regulated proteins (SLC6A6 and PTGES2) identified in this pathway were further successfully validated with high confidence (p < 0.05) using a novel Multiple Reaction Monitoring (MRM) assay on a QTRAP 6500+ MS. In summary, through an integrated discovery and targeted proteomic approach, this study serves as the first report to detect and confirm novel retinal protein changes and significant biological functions in the early LIM mammalian guinea pigs. The study provides new workflow and insights for further research to myopia control.
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Affiliation(s)
- Jingfang Bian
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
| | - Ying-Hon Sze
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
| | - Dennis Yan-Yin Tse
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
- Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong, China
| | - Chi-Ho To
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
- Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong, China
| | - Sally A. McFadden
- School of Psychology, College of Engineering, Science and the Environment, University of Newcastle, Callaghan, NSW 2308, Australia
| | - Carly Siu-Yin Lam
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
- Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong, China
| | - King-Kit Li
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
| | - Thomas Chuen Lam
- Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Kowloon, Hong Kong, China; (J.B.); (Y.-H.S.); (D.Y.-Y.T.); (C.-H.T.); (C.S.-Y.L.); (K.-K.L.)
- Centre for Eye and Vision Research (CEVR), 17W Hong Kong Science Park, Hong Kong, China
- Shenzhen Research Institute, The Hong Kong Polytechnic University, Shenzhen 518052, China
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9
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Corneal proteome and differentially expressed corneal proteins in highly myopic chicks using a label-free SWATH-MS quantification approach. Sci Rep 2021; 11:5495. [PMID: 33750851 PMCID: PMC7943770 DOI: 10.1038/s41598-021-84904-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 02/22/2021] [Indexed: 12/15/2022] Open
Abstract
Myopia, or short-sightedness, is a highly prevalent refractive disorder in which the eye's focal length is too short for its axial dimension in its relaxed state. High myopia is associated with increased risks of blinding ocular complications and abnormal eye shape. In addition to consistent findings on posterior segment anomalies in high myopia (e.g., scleral remodeling), more recent biometric and biomechanical data in myopic humans and animal models also indicate anterior segment anomalies (e.g., corneal biomechanical properties). Because the cornea is the anterior-most ocular tissue, providing essential refractive power and physiological stability, it is important to understand the biochemical signaling pathway during myopia development. This study first aimed to establish the entire chicken corneal proteome. Then, using the classical form deprivation paradigm to induce high myopia in chicks, state-of-the-art bioinformatics technologies were applied to identify eight differentially expressed proteins in the highly myopic cornea. These results provide strong foundation for future corneal research, especially those using chicken as an animal model for myopia development.
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Liesenborghs I, Eijssen LMT, Kutmon M, Gorgels TGMF, Evelo CT, Beckers HJM, Webers CAB, Schouten JSAG. The Molecular Processes in the Trabecular Meshwork After Exposure to Corticosteroids and in Corticosteroid-Induced Ocular Hypertension. Invest Ophthalmol Vis Sci 2020; 61:24. [PMID: 32305042 PMCID: PMC7401422 DOI: 10.1167/iovs.61.4.24] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Purpose To identify processes that contribute to corticosteroid-induced ocular hypertension and candidate target genes for treatment. Methods A systematic search identified five human microarray datasets investigating the effect of dexamethasone versus a control medium on trabecular meshwork (TM) tissue. After thorough quality control, samples of low quality were removed, and the datasets were integrated. Additionally, a bovine RNA-sequencing dataset allowed to investigate differences in gene expression profiling between cows with and without corticosteroid-induced ocular hypertension (responders vs. nonresponders). The obtained datasets were used as input for parallel pathway analyses. Significantly changed pathways were clustered into functional categories and the results were further investigated. A network visualizing the differences between the responders and nonresponders was created. Results Seven functional pathway clusters were found to be significantly changed in TM cells exposed to dexamethasone versus a control medium and in TM cells of responders versus nonresponders: collagen, extracellular matrix, adhesion, WNT-signaling, inflammation, adipogenesis, and glucose metabolism. In addition, cell cycle and senescence were only significantly changed in responders versus nonresponders. The network of the differential gene expression between responders and nonresponders shows many connections between the identified processes via shared genes. Conclusions Nine functional pathway clusters synthesize the molecular response to dexamethasone exposure in TM cells and are likely to be involved in the pathogenesis of corticosteroid-induced ocular hypertension.
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11
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Shan SW, Do CW, Lam TC, Li HL, Daniel Stamer W, To CH. Data on differentially expressed proteins in rock inhibitor-treated human trabecular meshwork cells using SWATH-based proteomics. Data Brief 2020; 31:105846. [PMID: 32613038 PMCID: PMC7322233 DOI: 10.1016/j.dib.2020.105846] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 06/03/2020] [Accepted: 06/04/2020] [Indexed: 11/06/2022] Open
Abstract
Rho-associated coiled coil-forming protein kinase (ROCK) inhibitors represent a novel class of anti-glaucoma drugs because of their ocular hypotensive effects. However, the underlying mechanisms responsible for lowering intraocular pressure (IOP) are not completely clear. The protein profile changes in primary human trabecular meshwork (TM) cells after two days treatment with a ROCK inhibitor were studied using label-free SWATH acquisition. These results provided significant data of key protein candidates underlying the effect of ROCK inhibitor. Using the sensitive label-free mass spectrometry approach with data-independent acquisition (SWATH-MS), we established a comprehensive TM proteome library. All raw data generated from IDA and SWATH acquisitions were uploaded and published in the Peptide Atlas public repository (http://www.peptideatlas.org/) for general release (Data ID PASS01254).
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Affiliation(s)
- Sze-Wan Shan
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, the Hong Kong Polytechnic University, Kowloon, Hong Kong, China
| | - Chi-Wai Do
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, the Hong Kong Polytechnic University, Kowloon, Hong Kong, China
| | - Thomas Chuen Lam
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, the Hong Kong Polytechnic University, Kowloon, Hong Kong, China.,The Hong Kong Polytechnic University Shenzhen Research Institute, Shenzhen, China
| | - Hoi-Lam Li
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, the Hong Kong Polytechnic University, Kowloon, Hong Kong, China
| | - W Daniel Stamer
- Department of Ophthalmology, Duke University, Durham, NC, United States.,Department of Biomedical Engineering, Duke University,Durham, NC, United States
| | - Chi-Ho To
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, the Hong Kong Polytechnic University, Kowloon, Hong Kong, China
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12
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Zhang Z, Zhang Y, Song S, Yin L, Sun D, Gu J. Recent advances in the bioanalytical methods of polyethylene glycols and PEGylated pharmaceuticals. J Sep Sci 2020; 43:1978-1997. [DOI: 10.1002/jssc.201901340] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2020] [Revised: 02/15/2020] [Accepted: 02/16/2020] [Indexed: 12/23/2022]
Affiliation(s)
- Zhi Zhang
- Research Center for Drug Metabolism, College of Life ScienceJilin University Changchun P. R. China
- Beijing Institute of Drug Metabolism Beijing P. R. China
| | - Yuyao Zhang
- Research Center for Drug Metabolism, College of Life ScienceJilin University Changchun P. R. China
- Beijing Institute of Drug Metabolism Beijing P. R. China
| | - Shiwen Song
- Research Center for Drug Metabolism, College of Life ScienceJilin University Changchun P. R. China
- Beijing Institute of Drug Metabolism Beijing P. R. China
| | - Lei Yin
- Research Center for Drug Metabolism, College of Life ScienceJilin University Changchun P. R. China
- Research Institute of Translational MedicineThe First Bethune Hospital of Jilin University Changchun P. R. China
| | - Dong Sun
- Department of Biopharmacy, College of Life ScienceJilin University Changchun P. R. China
- Key Laboratory of Molecular Pharmacology and Drug Evaluation (Yantai University), Ministry of Education”Yantai University Yantai P. R. China
| | - Jingkai Gu
- Research Center for Drug Metabolism, College of Life ScienceJilin University Changchun P. R. China
- Beijing Institute of Drug Metabolism Beijing P. R. China
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13
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Yu FJ, Lam TC, Sze AYH, Li KK, Chun RKM, Shan SW, To CH. Alteration of retinal metabolism and oxidative stress may implicate myopic eye growth: Evidence from discovery and targeted proteomics in an animal model. J Proteomics 2020; 221:103684. [PMID: 32061809 DOI: 10.1016/j.jprot.2020.103684] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2019] [Revised: 02/01/2020] [Accepted: 02/08/2020] [Indexed: 12/15/2022]
Abstract
Myopia, the most common cause of impaired vision, may induce sight- threatening diseases or ocular complications due to axial elongation. The exact mechanisms underlying myopia development have received much attention and understanding of these is necessary for clinical prevention or therapeutics. In this study, quantitative proteomics using Isotope Coded Protein Label (ICPL) was applied to identify differentially regulated proteins in the retinas of myopic chicks and, from their presence, infer the possible pathogenesis of excessive ocular elongation. Newly hatched white leghorn chicks (n = 15) wore -10D and + 10D lenses bilaterally for 3 and 7 days, respectively, to develop progressive lens-induced myopia (LIM) and hyperopia (LIH). Retinal proteins were quantified with nano-liquid chromatography electrospray ionization coupled with tandem mass spectrometry (nanoLC-ESI-MS/MS). Bioinformatics analysis of differentially regulated proteins revealed that the majority originated from the cytoplasmic region and were related to various metabolic, glycolytic, or oxidative processes. The fold changes of four proteins of interest (vimentin, apolipoprotein A1, interphotoreceptor retinoid binding protein, and glutathione S-transferase) were further confirmed by a novel high-resolution multiple reaction monitoring mass spectrometry (MRM-HR) using a label-free approach. SIGNIFICANCE: Discovery of effective protein biomarkers of myopia has been extensively studied to inhibit myopia progression. This study first applied lens-induced hyperopia and myopia in the same chick to maximize the inter-ocular differences, aiming to discover more protein biomarker candidates. The findings provided new evidence that myopia was metabolism related, accompanied by altered energy generation and oxidative stress at retinal protein levels. The results in the retina were also compared to our previous study in vitreous using ICPL quantitative technology. We have now presented the protein changes in these two adjacent tissues, which may provide extra information of protein changes during ocular growth in myopia.
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Affiliation(s)
- Feng-Juan Yu
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Thomas Chuen Lam
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong.
| | - Andes Ying-Hon Sze
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - King-Kit Li
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Rachel Ka-Man Chun
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Sze-Wan Shan
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
| | - Chi-Ho To
- Laboratory of Experimental Optometry, Centre for Myopia Research, School of Optometry, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong
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14
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Wu W, Bang S, Bleecker ER, Castro M, Denlinger L, Erzurum SC, Fahy JV, Fitzpatrick AM, Gaston BM, Hastie AT, Israel E, Jarjour NN, Levy BD, Mauger DT, Meyers DA, Moore WC, Peters M, Phillips BR, Phipatanakul W, Sorkness RL, Wenzel SE. Multiview Cluster Analysis Identifies Variable Corticosteroid Response Phenotypes in Severe Asthma. Am J Respir Crit Care Med 2019; 199:1358-1367. [PMID: 30682261 PMCID: PMC6543720 DOI: 10.1164/rccm.201808-1543oc] [Citation(s) in RCA: 90] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2018] [Accepted: 01/23/2019] [Indexed: 01/15/2023] Open
Abstract
Rationale: Corticosteroids (CSs) are the most effective asthma therapy, but responses are heterogeneous and systemic CSs lead to long-term side effects. Therefore, an improved understanding of the contributing factors in CS responses could enhance precision management. Although several factors have been associated with CS responsiveness, no integrated/cluster approach has yet been undertaken to identify differential CS responses. Objectives: To identify asthma subphenotypes with differential responses to CS treatment using an unsupervised multiview learning approach. Methods: Multiple-kernel k-means clustering was applied to 100 clinical, physiological, inflammatory, and demographic variables from 346 adult participants with asthma in the Severe Asthma Research Program with paired (before and 2-3 weeks after triamcinolone administration) sputum data. Machine-learning techniques were used to select the top baseline variables that predicted cluster assignment for a new patient. Measurements and Main Results: Multiple-kernel clustering revealed four clusters of individuals with asthma and different CS responses. Clusters 1 and 2 consisted of young, modestly CS-responsive individuals with allergic asthma and relatively normal lung function, separated by contrasting sputum neutrophil and macrophage percentages after CS treatment. The subjects in cluster 3 had late-onset asthma and low lung function, high baseline eosinophilia, and the greatest CS responsiveness. Cluster 4 consisted primarily of young, obese females with severe airflow limitation, little eosinophilic inflammation, and the least CS responsiveness. The top 12 baseline variables were identified, and the clusters were validated using an independent Severe Asthma Research Program test set. Conclusions: Our machine learning-based approaches provide new insights into the mechanisms of CS responsiveness in asthma, with the potential to improve disease treatment.
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Affiliation(s)
- Wei Wu
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | - Seojin Bang
- Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania
| | | | | | | | | | - John V. Fahy
- University of California San Francisco, San Francisco, California
| | | | | | - Annette T. Hastie
- School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - Elliot Israel
- Harvard Medical School, Boston, Massachusetts
- Brigham and Women’s Hospital, Boston, Massachusetts
| | | | - Bruce D. Levy
- Harvard Medical School, Boston, Massachusetts
- Brigham and Women’s Hospital, Boston, Massachusetts
| | - David T. Mauger
- Pennsylvania State University, University Park, Pennsylvania
| | | | - Wendy C. Moore
- School of Medicine, Wake Forest University, Winston-Salem, North Carolina
| | - Michael Peters
- University of California San Francisco, San Francisco, California
| | | | - Wanda Phipatanakul
- Brigham and Women’s Hospital, Boston, Massachusetts
- Boston Children’s Hospital, Boston, Massachusetts; and
| | | | - Sally E. Wenzel
- Department of Environmental and Occupational Health, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania
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15
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Chen X, Rao J, Zheng Z, Yu Y, Lou S, Liu L, He Q, Wu L, Sun X. Integrated Tear Proteome and Metabolome Reveal Panels of Inflammatory-Related Molecules via Key Regulatory Pathways in Dry Eye Syndrome. J Proteome Res 2019; 18:2321-2330. [PMID: 30966751 DOI: 10.1021/acs.jproteome.9b00149] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Dry eye syndrome (DES) is a growing public health concern with a high global prevalence; however, the fundamental processes involved in its pathogenic mechanisms remain poorly understood. In the present study, we applied nanoscale liquid chromatography and quadrupole time-of-flight tandem mass spectrometry (nanoLC/Q-TOF-MS/MS) and ultraperformance LC/Q-TOF-MS/MS technologies on tear samples obtained from 18 dry eye patients and 19 healthy controls for integrated proteomic and metabolomic analyses. Overall, 1031 tear proteins were detected, while 190 proteins were determined to be significantly expressed in dry eye patients. Further functional analysis suggested that various biological processes were highly expressed and involved in the pathogenesis of DES, especially immune and inflammatory processes. In total, 156 named metabolites were identified, among which 34 were found to be significantly changed in dry eye patients. The results highlighted the key elements, especially inflammatory-related proteins and metabolites that played important roles in the development of DES. Further, the regulatory roles of primary pathways, including complement and coagulation cascades, glycolysis/gluconeogenesis, and amino acid metabolism, were also identified as processes involved in DES. Collectively, our work not only provided insight into the potential biomarkers of DES for diagnostic and prognostic purposes but extended our knowledge of the physiopathology of this syndrome.
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Affiliation(s)
- Xueli Chen
- Department of Ophthalmology & Visual Science, Eye & ENT Hospital, Shanghai Medical College , Fudan University , Shanghai , China
| | - Jun Rao
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Zhi Zheng
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Yan Yu
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Shang Lou
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Liping Liu
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Qinsi He
- Jiangxi Provincial Key Laboratory of Translational Medicine and Oncology , Jiangxi Cancer Hospital, Jiangxi Cancer Center , Nanchang , 330029 , People's Republic of China
| | - Luhua Wu
- Department of Ophthalmology , The Third Affiliated Hospital of Beijing University of Chinese Medicine , Beijing 100029 , China
| | - Xinghuai Sun
- Department of Ophthalmology & Visual Science, Eye & ENT Hospital, Shanghai Medical College , Fudan University , Shanghai , China
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16
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Lam CS, Umi Kalthum MN, Norshamsiah MD, Bastion M. Case series of children with steroid-Induced glaucoma. MALAYSIAN FAMILY PHYSICIAN : THE OFFICIAL JOURNAL OF THE ACADEMY OF FAMILY PHYSICIANS OF MALAYSIA 2018; 13:32-37. [PMID: 30800232 PMCID: PMC6382086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Steroid-induced glaucoma is the most serious complication of the injudicious use of steroids, particularly among children affected by allergic conjunctivitis. This condition is steroid-dependent, and children are commonly being prescribed topical anti-inflammatories, including topical steroids, by general practitioners. Furthermore, topical steroids are also available over the counter, and this availability contributes to overuse without proper monitoring by an ophthalmologist. We present a series of five cases illustrating the devastating effect of unmonitored, long-term use of steroids among children for vernal keratoconjunctivitis. The medications were prescribed initially by general ophthalmologists and were continually bought over the counter by parents. At the presentation to our center, these patients were already compromised visually, exhibiting glaucomatous optic disc changes and high intraocular pressure. The series highlights the optic nerve damage resulting in irreversible visual compromises among children on long-term, topical steroids and the importance of regular monitoring with a low threshold for ophthalmologist referral.
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Affiliation(s)
- C S Lam
- Department of Ophthalmology Universiti Kebangsaan Malaysia Kuala Lumpur, Malaysia
| | - M N Umi Kalthum
- Department of Ophthalmology Universiti Kebangsaan Malaysia Medical Center, Kuala Lumpur Malaysia
| | - M D Norshamsiah
- Department of Ophthalmology, Universiti Kebangsaan Malaysia Medical Center, Jalan Yaacob Latiff, 56000 Cheras, Kuala Lumpur Malaysia
| | - Mlc Bastion
- Department of Ophthalmology Universiti Kebangsaan Malaysia Medical Center, Kuala Lumpur Malaysia
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