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      Whole exome sequencing implicates eye development, the unfolded protein response and plasma membrane homeostasis in primary open-angle glaucoma

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          Abstract

          Purpose

          To identify biological processes associated with POAG and its subtypes, high-tension (HTG) and normal-tension glaucoma (NTG), by analyzing rare potentially damaging genetic variants.

          Methods

          A total of 122 and 65 unrelated HTG and NTG participants, respectively, with early onset advanced POAG, 103 non-glaucoma controls and 993 unscreened ethnicity-matched controls were included in this study. Study participants without myocilin disease-causing variants and non-glaucoma controls were subjected to whole exome sequencing on an Illumina HiSeq2000. Exomes of participants were sequenced on an Illumina HiSeq2000. Qualifying variants were rare in the general population (MAF < 0.001) and potentially functionally damaging (nonsense, frameshift, splice or predicted pathogenic using SIFT or Polyphen2 software). Genes showing enrichment of qualifying variants in cases were selected for pathway and network analysis using InnateDB.

          Results

          POAG cases showed enrichment of rare variants in camera-type eye development genes (p = 1.40×10–7, corrected p = 3.28×10–4). Implicated eye development genes were related to neuronal or retinal development. HTG cases were significantly enriched for key regulators in the unfolded protein response (UPR) (p = 7.72×10–5, corrected p = 0.013). The UPR is known to be involved in myocilin-related glaucoma; our results suggest the UPR has a role in non-myocilin causes of HTG. NTG cases showed enrichment in ion channel transport processes (p = 1.05×10–4, corrected p = 0.027) including calcium, chloride and phospholipid transporters involved in plasma membrane homeostasis. Network analysis also revealed enrichment of the MHC Class I antigen presentation pathway in HTG, and the EGFR1 and cell-cycle pathways in both HTG and NTG.

          Conclusion

          This study suggests that mutations in eye development genes are enriched in POAG. HTG can result from aberrant responses to protein misfolding which may be amenable to molecular chaperone therapy. NTG is associated with impaired plasma membrane homeostasis increasing susceptibility to apoptosis.

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          Most cited references43

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          Discovering regulatory and signalling circuits in molecular interaction networks.

          In model organisms such as yeast, large databases of protein-protein and protein-DNA interactions have become an extremely important resource for the study of protein function, evolution, and gene regulatory dynamics. In this paper we demonstrate that by integrating these interactions with widely-available mRNA expression data, it is possible to generate concrete hypotheses for the underlying mechanisms governing the observed changes in gene expression. To perform this integration systematically and at large scale, we introduce an approach for screening a molecular interaction network to identify active subnetworks, i.e., connected regions of the network that show significant changes in expression over particular subsets of conditions. The method we present here combines a rigorous statistical measure for scoring subnetworks with a search algorithm for identifying subnetworks with high score. We evaluated our procedure on a small network of 332 genes and 362 interactions and a large network of 4160 genes containing all 7462 protein-protein and protein-DNA interactions in the yeast public databases. In the case of the small network, we identified five significant subnetworks that covered 41 out of 77 (53%) of all significant changes in expression. Both network analyses returned several top-scoring subnetworks with good correspondence to known regulatory mechanisms in the literature. These results demonstrate how large-scale genomic approaches may be used to uncover signalling and regulatory pathways in a systematic, integrative fashion.
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            Genome-wide association study identifies susceptibility loci for open angle glaucoma at TMCO1 and CDKN2B-AS1.

            We report a genome-wide association study for open-angle glaucoma (OAG) blindness using a discovery cohort of 590 individuals with severe visual field loss (cases) and 3,956 controls. We identified associated loci at TMCO1 (rs4656461[G] odds ratio (OR) = 1.68, P = 6.1 × 10(-10)) and CDKN2B-AS1 (rs4977756[A] OR = 1.50, P = 4.7 × 10(-9)). We replicated these associations in an independent cohort of cases with advanced OAG (rs4656461 P = 0.010; rs4977756 P = 0.042) and two additional cohorts of less severe OAG (rs4656461 combined discovery and replication P = 6.00 × 10(-14), OR = 1.51, 95% CI 1.35-1.68; rs4977756 combined P = 1.35 × 10(-14), OR = 1.39, 95% CI 1.28-1.51). We show retinal expression of genes at both loci in human ocular tissues. We also show that CDKN2A and CDKN2B are upregulated in the retina of a rat model of glaucoma.
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              Identification of three different truncating mutations in cytochrome P4501B1 (CYP1B1) as the principal cause of primary congenital glaucoma (Buphthalmos) in families linked to the GLC3A locus on chromosome 2p21.

              Primary congenital glaucoma (Buphthalmos) is an autosomal recessive eye disorder, postulated to result from developmental defects in the anterior eye segment. Previously, we reported two chromosomal locations for this condition on 2p21 (GLC3A) and 1p36 (GLC3B) respectively. In this study, heritable mutations of human cytochrome P4501B1 gene (CYP1B1) in affected individuals of five well-characterized families linked to the GLC3A locus are described. CYP1B1 gene has previously been mapped within the GLC3A candidate region and its expression in the trabecular meshwork cells has been demonstrated in this study. Three different homozygous mutations were identified and characterized: a 13 bp deletion in exon III; an insertion of a single cytosine base in exon II; and a larger deletion affecting the 5' end of exon III and the adjacent intronic region. All of these are frameshift mutations that are predicted to remove domains essential for the function of the CYP1B1 protein. Therefore, it is expected that all these mutations result in functional null alleles. The mutations detected in the affected members of these families were not present in 470 chromosomes from randomly selected normal individuals, thus strongly suggesting that CYP1B1 is the gene for the GLC3A locus on 2p21. The results are discussed in the context of the earlier hypothesis that 'drug-metabolizing' enzymes might modulate the processes of growth and differentiation by controlling the steady-state-levels of oxygenated growth-effector molecules.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                6 March 2017
                2017
                : 12
                : 3
                : e0172427
                Affiliations
                [1 ]Flinders University, Department of Ophthalmology, Bedford Park, South Australia, Australia
                [2 ]University of Sydney Discipline of Ophthalmology, Sydney, Australia
                [3 ]Glaucoma Unit, Sydney Eye Hospital, Sydney, Australia
                [4 ]Centre for Vision Research, Westmead Institute for Medical Research, University of Sydney, Sydney, Australia
                [5 ]University of Tasmania Menzies Institute for Medical Research, Hobart, Australia
                [6 ]University of Western Australia Centre for Ophthalmology and Visual Science, Lions Eye Institute, Perth, Australia
                [7 ]University of Adelaide, Discipline of Ophthalmology & Visual Sciences, Adelaide, Australia
                [8 ]Centre for Eye Research Australia, Royal Victorian Eye and Ear Hospital, Melbourne, Australia
                [9 ]University of Queensland Diamantina Institute, Translational Research Institute, Princess Alexandra Hospital, Woolloongabba, Australia
                [10 ]Statistical Genetics, QIMR Berghofer Medical Research Institute, Royal Brisbane Hospital, Brisbane, Australia
                [11 ]EMBL Australia Group, Infection & Immunity Theme, South Australian Medical and Health Research Institute, Adelaide, Australia
                [12 ]Flinders University, School of Medicine, Adelaide, Australia
                National Eye Institute, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                • Conceptualization: JEC TZ KPB SS.

                • Data curation: TZ JE PL MAB.

                • Formal analysis: TZ DJL JE PL MAB.

                • Funding acquisition: JEC KPB SM.

                • Investigation: TZ DJL.

                • Methodology: JEC KPB TZ.

                • Project administration: JEC KPB.

                • Resources: JL RM IG PRH SG AWH DAM AG RJC JBR.

                • Software: TZ DJL SM JE PL MAB.

                • Supervision: JEC KPB SS.

                • Visualization: TZ DJL.

                • Writing – original draft: TZ.

                • Writing – review & editing: TZ ES SS KPB JEC DJL IG PRH SG AWH DAM RJC.

                Author information
                http://orcid.org/0000-0001-6495-8865
                Article
                PONE-D-16-42259
                10.1371/journal.pone.0172427
                5338784
                28264060
                37e72862-44bb-4417-9725-bf78089ce2a2
                © 2017 Zhou et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 24 October 2016
                : 3 February 2017
                Page count
                Figures: 5, Tables: 3, Pages: 18
                Funding
                This project is supported by The National Health and Medical Research Council (NHMRC) Centres of Research Excellence scheme (APP1023911) and project grant (APP1107098). SM is supported by an Australian Research Council Future Fellowship. DJL is supported by an EMBL Australia Group Leader award. JEC is supported by an NHMRC Practitioner Fellowship (APP1065433). The funding organizations had no role in the design or conduct of this research.
                Categories
                Research Article
                Medicine and Health Sciences
                Ophthalmology
                Eye Diseases
                Glaucoma
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Cell Death
                Apoptosis
                Biology and Life Sciences
                Cell Biology
                Cell Processes
                Cell Cycle and Cell Division
                Computer and Information Sciences
                Network Analysis
                Medicine and Health Sciences
                Clinical Medicine
                Clinical Immunology
                Major Histocompatibility Complex
                Biology and Life Sciences
                Immunology
                Clinical Immunology
                Major Histocompatibility Complex
                Medicine and Health Sciences
                Immunology
                Clinical Immunology
                Major Histocompatibility Complex
                Biology and Life Sciences
                Immunology
                Major Histocompatibility Complex
                Medicine and Health Sciences
                Immunology
                Major Histocompatibility Complex
                Biology and Life Sciences
                Computational Biology
                Genome Analysis
                Gene Ontologies
                Biology and Life Sciences
                Genetics
                Genomics
                Genome Analysis
                Gene Ontologies
                Biology and Life Sciences
                Genetics
                Gene Identification and Analysis
                Genetic Networks
                Computer and Information Sciences
                Network Analysis
                Genetic Networks
                Biology and Life Sciences
                Developmental Biology
                Organism Development
                Organogenesis
                Sense Organ Development
                Eye Development
                Custom metadata
                All relevant data are within the paper and its Supporting Information files.

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