Transcriptome Profiling of Developing Murine Lens through RNA Sequencing
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ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE69221 | GEO | 2015/10/29
SECONDARY ACCESSION(S): PRJNA284923
REPOSITORIES: GEO
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Project description:Purpose: Transcriptome is the entire repertoire of all transcripts present in a cell at any particular time. We undertook next-generation whole transcriptome sequencing approach to gain insight of the transcriptional landscape of the developing mouse lens. Methods: We ascertained mice lenses at six developmental time points including two embryonic (E15 and E18) and four postnatal stages (P0, P3, P6, and P9). The ocular tissue at each time point was maintained as two distinct pools serving as biological replicates for each developmental stage. The mRNA and small RNA libraries were paired-end sequenced on Illumina HiSeq 2000 and subsequently analyzed using bioinformatics tools. Results: Mapping of mRNA and small RNA libraries generated 187.56 and 154.22 million paired-end reads, respectively. We detected a total of 14,465 genes in the mouse ocular lens. Of these, 46 genes exhibited 40-fold differential expression compared to transcriptional levels at E15. Likewise, small RNA profiling identified 379 microRNAs (miRNAs) expressed in mouse lens. Of these, 49 miRNAs manifested an 8-fold or higher differential expression when compared, as above to the microRNA expression at E15. Conclusion: We report the first comprehensive profile of developing murine lens transcriptome including both mRNA and miRNA through next-generation RNA sequencing. A complete repository of the lens transcriptome of six developmental time points will be monumental in elucidating processes essential for development of the ocular lens and maintenance its transparency. Whole transcrtiome and microRNA profilling of mouse lens using 2 embryonic (E15 and E18) and 4 postnatal stages (P0, P3, P6 and P9) in duplicates through high-throughput sequening using Illumina HiSeq2000.
2015-10-29 | E-GEOD-69221 | biostudies-arrayexpress
Project description:The proteome is a term used for the entire catalog of proteins present in a cell at any time. In here, we investigated the proteome of developing mouse lens through mass spectrometry-based protein sequencing. We extracted mouse lenses at six developmental time points, which included two embryonic (E15 and E18) and four postnatal stages (P0, P3, P6, and P9). The lenses from each time point were preserved in three distinct pools to serve as biological replicates for each developmental stage. The total cellular protein was extracted from the lens, digested with trypsin and labeled with 6-plex isobaric tandem mass tags (TMT) for three independent 6-plex TMT experiments. A total of 6,117 proteins were identified in the mouse ocular lens in at least one of the above-mentioned six developmental time points. Of these, 6,117 proteins were present in one TMT set, 4,325 in two, and 2,972 were present in three TMT sets, respectively. Majority of the proteins exhibit steady expression; however, we identified 162 proteins that exhibited an 8-fold differential (higher or lower) expression during the developmental time course compared to their levels at E15. The lens proteome is comprised of diverse proteins that have distinct biological properties and functional characteristics including a total of 404 proteins that have been associated with autophagy. We have established a comprehensive profile of the developing murine lens proteome. This repository will be helpful in identifying critical components of lens development and processes essential for the maintenance of its transparency.
2018-01-22 | PXD006381 | Pride
Project description:Epithelial cells and differentiated fiber cells represent distinct compartments in the ocular lens. While previous studies have revealed proteins that are preferentially expressed in epithelial vs. fiber cells, a comprehensive proteomics library comparing the molecular composition of epithelial vs. fiber cells is essential for understanding lens formation, function, disease and regenerative potential, and for efficient differentiation of pluripotent stem cells for modeling of lens development and pathology in vitro. To compare protein composition between the lens epithelium and fibers, we employed tandem mass spectrometry (2DLC/ MS) analysis of micro-dissected mouse P0.5 lenses. Functional classifications of the top 525 identified proteins into gene ontology categories by molecular process and subcellular localization, were adapted for lens. Expression levels of both epithelial and fiber proteomes were compared with their temporal and spatial mRNA levels using E14.5, E16.5, E18.5, and P0.5 RNA-Seq data sets. During this developmental time window, multiple complex biosynthetic and catabolic processes generate the molecular and structural foundation for lens transparency. As expected, crystallins showed a high correlation between their mRNA and protein levels. Comprehensive data analysis confirmed and/or predicted roles for transcription factors (TFs), RNA-binding proteins, translational apparatus including ribosomal heterogeneity and initiation factors, microtubules, cytoskeletal and membrane proteins in lens formation and maturation. Our data highlighted many proteins with unknown function in the lens that were preferentially enriched in epithelium or fibers, setting the stage for future studies to further dissect the roles of these proteins in fiber cell differentiation vs. epithelial cell maintenance. In conclusion, the present proteomic datasets established reference mouse lens epithelium and fiber cell proteomes, provided quantitative analyses of protein and RNA-Seq data, and probed the major proteome remodeling required to form the mature lens fiber cells.
2019-03-05 | PXD009639 | Pride
Project description:Identification of genes involved in ocular birth defects remains a challenge. To facilitate the identification of genes associated with cataract, we developed iSyTE (integrated Systems Tool for Eye gene discovery; http://bioinformatics.udel.edu/Research/iSyTE). iSyTE contains microarray gene expression profiles of the mouse embryonic lens as it transitions from the stage of placode invagination to that of vesicle formation. We identified differentially regulated genes by comparing lens microarray profiles to those representing whole embryonic body (WB) without ocular tissue. These were then utilized to generate a ranked list of lens-genes enrichment, which can be viewed as iSyTE tracks in the UCSC Genome browser to aid identification of genes with lens function. We microdissected embryonic lens from mice at E10.5, E11.5, and E12.5 (triplicate at each time point). To have a proper control, we also generated gene expression profiles of whole embryonic body (WB) at these time points. For comparative analysis, we also generated gene expression profiles of E13.5 tooth germs tissues, and matched WB. These profiles are used to identify lens and tooth specific gene expression enrichment at these embryonic time points. This dataset is then used to prioritize analysis of candidate cataract associated genes.
2012-02-16 | E-GEOD-32334 | biostudies-arrayexpress
Project description:Mutations in Peroxidasin (PXDN) cause severe inherited eye disorders in humans, such as congenital cataract, corneal opacity, and developmental glaucoma. The role of peroxidasin during eye development is poorly understood. Here we describe the first Pxdn mouse mutant which was induced by ENU (N-ethyl-N-nitrosourea) and led to a recessive phenotype. Sequence analysis of cDNA revealed a T3816A mutation resulting in a premature stop codon (Cys1272X) in the peroxidase domain. This mutation causes severe anterior segment dysgenesis and microphthalmia resembling the manifestations in patients with PXDN mutations. The proliferation and differentiation of the lens is disrupted in association with aberrant expression of transcription factor genes (Pax6 and Foxe3) in mutant eyes. Additionally, Pxdn is involved in the consolidation of the basement membrane and lens epithelium adhesion in the ocular lens. Lens material including γ-crystallin is extruded into the anterior and posterior chamber due to local loss of structural integrity of the lens capsule as a secondary damage to the anterior segment development leading to congenital ocular inflammation. Moreover, Pxdn mutants exhibited an early-onset glaucoma and progressive retinal dysgenesis. Transcriptome profiling revealed that peroxidasin affects the transcription of developmental and eye diseases-related genes at early eye development. These findings suggest that peroxidasin is necessary for cell proliferation and differentiation and for basement membrane consolidation during eye development. Our studies provide pathogenic mechanisms of PXDN mutation-induced congenital eye diseases.
2014-05-02 | GSE49704 | GEO
Project description:Developmental timecourse of mouse ocular lens and whole embryo control
| PRJNA147269 | ENA
Project description:FYVE and coiled-coil domain containing 1 (FYCO1) is expressed ubiquitously and is required for microtubule-dependent, plus-end-directed transport of autophagic vesicles. We previously reported the loss of function mutations in FYCO1 responsible for cataractogenesis with no other ocular and/or extra-ocular phenotype. Here, we show that Fyco1-/- lenses recapitulated the cataract phenotype and exhibited diminished autophagy, consistent with a critical role of Fyco1 and autophagy in lens morphogenesis. Transcriptome coupled with proteome and metabolome profiling identified many differentially expressed, autophagy-related, genes, proteins, and lipids, respectively in Fyco1-/- lenses. Flow cytometry of FYCO1 (c.2206C>T) knock-in (KI) human lens epithelial (HLE) cell line confirmed reduced amounts of membrane-bound LC3B-II and autophagic vesicles resulting from the loss of FYCO1. Transmission electron microscopy showed persistent organelle mass in Fyco1-/- lenses and FYCO1 KI lens-like organoid structures, which were further confirmed through western blot analysis. In summary, our data show that the absence of FYCO1 causes diminished autophagy, delayed organelle degradation, and cataractogenesis. These data support the model of FYCO1 supplementing basal autophagy in the lens to meet the physiological necessity of high autophagy levels required during lens fiber cell differentiation and lack thereof results in delayed organelle removal.
2023-05-10 | PXD017001 | Pride
Project description:We report the application of RNA-sequencing technology for the high-throughput profiling of mammalian lens gene expression at embryonic day 15.5. The lens has a particularly biased transcriptome, with the top 50 genes encoding approximately 90% of the protein content. Using RNA-Seq, we have shown that there are over 7,700 genes being expressed in the lens at embryonic day 15.5. As expected, the crystallins and many structural genes were amoung the most highly expressed; however, numerous genes expressed at lower transcript abundance were also identified. This study provides a framework for the application of RNA-Seq technology towards characterization of the mammalian lens transcriptome during development. Using high-throughput RNA-sequencing, gene expression in the mammalian lens was compared between an inbred C56Bl/6<har> strain and a mix background strain at E15.5. This analysis identifies almost 2,000 genes being differentially expressed between the inbred and mixed background lenses, ranging from 6.5 fold upregulated to 5.2 fold downregulated in the mixed background compared to the inbred strain. This list does not include unknown/predicted genes or pseudogenes which are known to change between strains. Further, it appears that approximately 98% of these genes are altered at levels less than 2.5 fold. This study therefore provides a fold change threshold cutoff (2.5 fold) to use in the analysis of differentially expressed lens genes at E15.5 using RNA-Seq technology as it takes into account genetic variation due to background strain differences. SIP1 encodes a DNA-binding transcription factor that regulates multiple developmental processes as highlighted by the pleiotropic defects observed in Mowat-Wilson Syndrome, which results from mutations in this gene. Further, in adults, dysregulated SIP1 expression has been implicated in both cancer and fibrotic diseases where it functionally links TGFb signaling to the loss of epithelial preferred gene expression. In the ocular lens, an epithelial tissue important for vision, Sip1 is co-expressed with epithelial markers such as E-cadherin, and is required for the complete separation of the lens vesicle from the head ectoderm during early ocular morphogenesis. However, the function of Sip1 after early lens morphogenesis is still unknown. Here, we conditionally deleted Sip1 from the developing mouse lens shortly after lens vesicle closure, leading to defects in coordinated fiber cell tip migration, defective suture formation and cataract. Interestingly, RNA-Sequencing analysis on Sip1 knockout lenses identified 190 differentially expressed genes, all of which are distinct from previously described Sip1 target genes involved in EMT/cancer. Furthermore, 34% of the upregulated genes in the Sip1 knockout lenses are normally downregulated as the lens transitions from the lens vesicle to early lens, while 49% of the genes downregulated in the Sip1 knockout lenses are normally upregulated during early lens development. Overall, these data imply that Sip1 plays a major role in reprogramming the lens vesicle away from a surface ectoderm cell fate towards that necessary for the development of a transparent lens and demonstrate that Sip1 regulates distinctly different sets of genes in different cellular contexts. RNA-Seq of inbred background wild type lenses at E15.5 RNA-Seq comparison of mixed background wild type controls and inbred wild type (C57Bl/6<har>) lenses at E15.5 RNA-Seq comparison of mixed background wild type controls and Sip1 conditional knockout lenses at E15.5
2014-06-01 | E-GEOD-49949 | biostudies-arrayexpress
Project description:Identification of genes involved in ocular birth defects remains a challenge. To facilitate the identification of genes associated with cataract, we developed iSyTE (integrated Systems Tool for Eye gene discovery; http://bioinformatics.udel.edu/Research/iSyTE). iSyTE contains microarray gene expression profiles of the mouse embryonic lens as it transitions from the stage of placode invagination to that of vesicle formation. We identified differentially regulated genes by comparing lens microarray profiles to those representing whole embryonic body (WB) without ocular tissue. These were then utilized to generate a ranked list of lens-genes enrichment, which can be viewed as iSyTE tracks in the UCSC Genome browser to aid identification of genes with lens function.
2012-02-16 | GSE32334 | GEO
Project description:MicroRNA expression in the mouse eye.MicroRNAs (miRNAs) are key regulators of biological processes. To define miRNA function in the eye, it is essential to determine a high-resolution profile of their spatial and temporal distribution. In this report, we present the first comprehensive survey of miRNA expression in ocular tissues, using both microarray and RNA in situ hybridization (ISH) procedures. We initially determined the expression profiles of miRNAs in the retina, lens, cornea and retinal pigment epithelium of the adult mouse eye by microarray. Each tissue exhibited notably distinct miRNA enrichment patterns and cluster analysis identified groups of miRNAs that showed predominant expression in specific ocular tissues or combinations of them. Next, we performed RNA ISH for over 220 miRNAs, including those showing the highest expression levels by microarray, and generated a high-resolution expression atlas of miRNAs in the developing and adult wild-type mouse eye, which is accessible in the form of a publicly available web database. We found that 122 miRNAs displayed restricted expression domains in the eye at different developmental stages, with the majority of them expressed in one or more cell layers of the neural retina . This analysis revealed miRNAs with differential expression in ocular tissues and provided a detailed atlas of their tissue-specific distribution during development of the murine eye. The combination of the two approaches offers a valuable resource to decipher the contributions of specific miRNAs and miRNA clusters to the development of distinct ocular structures. microRNA profiling of ocular tissues from mouse. In particular we analysed the cornea, lens, Retina Pigment Epithelium (RPE) and retina and compared them against RNA extracted from the entire eye. The purpose of this experiment was to understand which microRNAs are present nd/or show differential expression in the various structures of the eye (cornea, lens, RPE, retina). The samples numbered 1 & 2 (i.e. CORNEA1, CORNEA2 etc ) are biological replicates, prepared from tissues dissecyed from different groups of wild-type animals. RNA extracted from the entire eye (EYE) served as the unique reference sample. For each tissue to be analysed we performed the following hybridizations: - 2 slides for lens (LENS1, LENS2) vs entire eye (EYE) - 2 slides for RPE (RPE1, RPE2) vs entire eye (EYE) - 2 slides for retina (RETINA1, RETINA2) vs entire eye (EYE) - 2 slides for cornea (CORNEA1, CORNEA2) vs entire eye (EYE) - 1 slide for entire eye (EYE) vs entire eye (EYE)
2010-11-22 | E-GEOD-22882 | biostudies-arrayexpress