Gene microarray of human embryonic stem cells, differentiated at three development stages, to investigate changes in the genomic transcripts associated with their glycome.
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ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE31923 | GEO | 2011/09/06
SECONDARY ACCESSION(S): PRJNA145049
REPOSITORIES: GEO
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Project description:We are interested in investigating changes in both the glycome and transcriptome of human embryonic stem cells upon differentiation. We have chosen as a model system to differentiate human ES cells into neural spheres using a published protocol by Zhang, S.C. et al. (2001; Nat Biotech. 19: 1129-33). Based on the information provided by microarray analysis, proteins of interest can be further investigated to associate a particular glycosyltransferase, for example, with production of a specific glycan structure at a particular stage. Techniques such as the use of RNAi for the knock-down or transfection of hESCs to effect the overexpression of the transcript, followed by subsequent analysis of the glycan structures can be employed. Three developmental stages will be investigated: Stage 1: undifferentiated stem cells; Stage 2: differentiation into embryoid bodies; Stage 3: differentiation into neural spheres. In addition to characterizing the cell surface for glycomic “fingerprints” we want to characterize the genomic transcripts associated with the glycome.
2011-09-05 | E-GEOD-31923 | biostudies-arrayexpress
Project description:Glycosylation is the most common post-translational modification of proteins, yet genes relevant to the synthesis of glycan structure and function are incompletely represented and poorly annotated on the commercially available arrays. To fill the need for expression analysis of such genes we employed the Affymetrix technology to develop a focused and highly annotated glycogene chip representing human and murine glycogenes, including glycosyltranferases, nucleotide sugar transporters, glycosidases, proteoglycans and glycan-binding proteins. In this report the array has been used to generate glycogene expression profiles of nine murine tissues. Global analysis with a hierarchical clustering algorithm, reveals that expression profiles in immune tissues (thymus, spleen, lymph node and bone marrow) are more closely related, relative to those of non-immune tissues (kidney, liver, brain and testes). Of the biosynthetic enzymes, those responsible for synthesis of the core regions of N-and O-linked oligosaccharides are ubiquitously expressed, while glycosyltransferase that elaborate terminal structures are expressed in a highly tissue-specific manner, accounting for tissue and ultimately cell type-specific glycosylation. Comparison of gene expression profiles with MALDI-TOF profiling of N-linked oligosaccharides suggested that the alpha-1-3 fucosyltransferase IX, Fut9, is the enzyme responsible for terminal fucosylation in kidney and brain, a finding validated by analysis of Fut9 knockout mice. Two families of glycan-binding proteins, C-type lectins and siglecs, are predominately expressed in the immune tissues, consistent with their emerging functions in both innate and acquired immunity. The glycogene chip reported in this study is available to the scientific community through the Consortium for Functional Glycomics (http://www.functionalglycomics.org). Keywords: Glycogenes, Glycomics, Glycosyltransferase, Lectin, Glycosylation, Glycome, Microarray, Kidney, Fut9
2005-06-20 | GSE2781 | GEO
Project description:The reprogramming of human fibroblasts to generate induced pluripotent stem cells (hiPSCs) has been achieved through the expression of only a few exotic factors1-8, which is morphologically and molecularly verified in outer cellular states by characteristic markers, due to the remodeling of the somatic cell transcription programs in inner cellular states to the ES-like condition. Transcription factor-induced reprogramming to self-renewal and pluripotency raises the question as to how the exotic factors act to bring about these changes in the two cellular states9-11. Here, we applied RNA profiling to uncover gene expression changes and glycan profiling12 to survey structural changes in glycans, to compare hiPSCs and parental somatic cells, in total 51 cells, which were originally cultured and established, and the changes were analyzed by the combination of standard statistical techniques and a network approach13. We fist found a gene expression signature of 2502 genes with significant difference between iPSCs and SCs, and by the following network analysis by considering the expression signature, we found a network signature of 28 regulatory networks of 76 genes, which were related to the glycan biosynthetic pathways including 3 glycosyltransferase, in addition to well known signal pathways and cell-cell interaction pathways. Concomitantly, we found a glycan signature of six glycan structures characterized 16 lectins on lectin microarray by the correspondence with 12 glycosyltransferases in expression signature. In particular, the correspondence detected between the three expression signatures revealed 14 candidate glycosyltransferase, which are responsible for glycan transfer related to known epitopes for the differentiation such as SSEA epitope family in glycan biosynthesis pathway, based on characteristic changes in the cellular surface states of the hiPSCs. This sheds new light on a possible linkage between the inner and outer cellular states for reprogramming to self-renewal and pluripotency in hiPSC. Gene expressions in human induced pluripotent stem (iPS) cells and the provenance somatic cells . iPS cells were induced from four different somatic cells by infection of the retroviral vectors pMXs encoding OCT3/4, SOX2, KLF4 and c-MYC, simultaneously.
2011-03-07 | E-GEOD-20750 | biostudies-arrayexpress
Project description:The reprogramming of human fibroblasts to generate induced pluripotent stem cells (hiPSCs) has been achieved through the expression of only a few exotic factors1-8, which is morphologically and molecularly verified in outer cellular states by characteristic markers, due to the remodeling of the somatic cell transcription programs in inner cellular states to the ES-like condition. Transcription factor-induced reprogramming to self-renewal and pluripotency raises the question as to how the exotic factors act to bring about these changes in the two cellular states9-11. Here, we applied RNA profiling to uncover gene expression changes and glycan profiling12 to survey structural changes in glycans, to compare hiPSCs and parental somatic cells, in total 51 cells, which were originally cultured and established, and the changes were analyzed by the combination of standard statistical techniques and a network approach13. We fist found a gene expression signature of 2502 genes with significant difference between iPSCs and SCs, and by the following network analysis by considering the expression signature, we found a network signature of 28 regulatory networks of 76 genes, which were related to the glycan biosynthetic pathways including 3 glycosyltransferase, in addition to well known signal pathways and cell-cell interaction pathways. Concomitantly, we found a glycan signature of six glycan structures characterized 16 lectins on lectin microarray by the correspondence with 12 glycosyltransferases in expression signature. In particular, the correspondence detected between the three expression signatures revealed 14 candidate glycosyltransferase, which are responsible for glycan transfer related to known epitopes for the differentiation such as SSEA epitope family in glycan biosynthesis pathway, based on characteristic changes in the cellular surface states of the hiPSCs. This sheds new light on a possible linkage between the inner and outer cellular states for reprogramming to self-renewal and pluripotency in hiPSC.
2011-03-07 | GSE20750 | GEO
Project description:The unfolded protein response (UPR), as its name implies, safeguards secretory pathway proteostasis. The most ancient arm of the UPR, the IRE1-activated, XBP1s-mediated transcriptional response, has roles in secretory pathway maturation beyond resolving proteostatic stress. Understanding the consequences of XBP1s’ transcriptional output for cellular processes is critical for elucidating mechanistic connections between XBP1s and development, immunity, and disease. Here, we show that a key functional consequence of XBP1s activation is a cell type-dependent shift in the distribution of N-glycan structures on endogenous membrane and secreted proteomes. XBP1s activity decreases sialylation of tri- and tetra-antennary N-glycans in the HEK293 membrane proteome and secretome, while substantially increasing the population of high mannose N-glycans only in the secretome. Related, but distinctive, signatures in the HEK293 N-glycome are observed when the entire UPR is activated in a stress-dependent manner using thapsigargin. In HeLa cells, stress-independent XBP1s activation increases the population of cell surface high mannose N-glycans and tetra-antennary N-glycans. mRNA profiling experiments suggest that the XBP1s-mediated remodeling of the N-glycome may re-flect a coordinated consequence of transcriptional resculpting of the N-glycan maturation pathway by XBP1s. The discovery of XBP1s-induced N-glycan structural remodeling on a glycome-wide scale suggests that XBP1s is a master regulator of N-glycan maturation. Moreover, because the sugars on cell surface proteins or on those proteins secreted from an XBP1s-activated cell can be molecularly distinct from those of an unactivated cell, these findings reveal a potential new mechanism for translating intracellular stress signaling pathways into al-tered interactions with the extracellular environment.
2018-10-02 | GSE112589 | GEO
Project description:Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically very heterogenous. To unravel phenotypically relevant MB subtypes, we compiled a harmonized proteome dataset of 167 MBs and integrated findings with DNA methylation and N-glycome data. Six proteome MB subtypes emerged, that could be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pGroup3-Myc), and synapses/immunological processes (pSHHs, pGroup3 and pGroup4). Multiomic analysis revealed different conservation levels of proteome features across MB subtypes at the DNA-methylation level. Aggressive pGroup3-Myc MBs and favorable pWNT MBs were most similar in cluster hierarchies concerning overall proteome patterns but showed different protein abundances of the vincristine resistance associated multiprotein complex TriC/CCT and of N-glycan turnover associated factors. The N-glycome reflected proteome subtypes and complex-bisecting N-glycans characterized pGroup3-Myc tumors. Our results shed light on new targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures
2024-04-23 | GSE243795 | GEO
Project description:Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically very heterogenous. To unravel phenotypically relevant MB subtypes, we compiled a harmonized proteome dataset of 167 MBs and integrated findings with DNA methylation and N-glycome data. Six proteome MB subtypes emerged, that could be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pGroup3-Myc), and synapses/immunological processes (pSHHs, pGroup3 and pGroup4). Multiomic analysis revealed different conservation levels of proteome features across MB subtypes at the DNA-methylation level. Aggressive pGroup3-Myc MBs and favorable pWNT MBs were most similar in cluster hierarchies concerning overall proteome patterns but showed different protein abundances of the vincristine resistance associated multiprotein complex TriC/CCT and of N-glycan turnover associated factors. The N-glycome reflected proteome subtypes and complex-bisecting N-glycans characterized pGroup3-Myc tumors. Our results shed light on new targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures.
2024-04-23 | GSE222478 | GEO
Project description:Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically very heterogenous. To unravel phenotypically relevant MB subtypes, we compiled a harmonized proteome dataset of 167 MBs and integrated findings with DNA methylation and N-glycome data. Six proteome MB subtypes emerged, that could be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pGroup3-Myc), and synapses/immunological processes (pSHHs, pGroup3 and pGroup4). Multiomic analysis revealed different conservation levels of proteome features across MB subtypes at the DNA-methylation level. Aggressive pGroup3-Myc MBs and favorable pWNT MBs were most similar in cluster hierarchies concerning overall proteome patterns but showed different protein abundances of the vincristine resistance associated multiprotein complex TriC/CCT and of N-glycan turnover associated factors. The N-glycome reflected proteome subtypes and complex-bisecting N-glycans characterized pGroup3-Myc tumors. Our results shed light on new targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures.To biologicallyy validate these results we further generated methylome and proteome data for 29 samples.
2024-04-23 | GSE243768 | GEO
Project description:The structural diversity of glycans on cells – the glycome – is vast and complex to decipher. Glycan arrays have played a pivotal role in exploring the informational content of glycans. Current glycan arrays display oligosaccharides generated by chemical and chemoenzymatic synthesis or isolated from biological sources and are used to report glycan hapten binding epitopes. Glycan arrays are limited resources, produced through considerable efforts, and they display individual saccharides without the natural context of other glycans and glycoconjugates at the cell surface. We usedmaps of glycosylation pathways to generate a library of isogenic HEK293 cells with combinatorially engineered glycosylation capacities designed to display and dissect the genetic, biosynthetic and structural basis for glycan binding epitopes in a natural context. This expandable and self-renewable cell-based glycan array reports glycosyltransferase genes required (or blocking) for interactions through logic sequential biosynthetic steps, which not only predicts essential structural features of involved glycans including the glycoconjugate context, but importantly provides instructions for enzymatic synthesis, recombinant production, and genetic strategies to dissect biological functions. The broad utility of this cell-based glycan array and its comprehensive read-out is demonstrated by dissecting glycan-binding specificities of microbial adhesins, and the discovery power is demonstrated by uncovering higher order binding of microbial adhesins to clustered patches of O-glycans organized by their presentation on proteins.
2019-06-24 | PXD013676 | Pride
Project description:Medulloblastomas (MBs) are malignant pediatric brain tumors that are molecularly and clinically heterogenous. The application of omics technologies – mainly studying nucleic acids – has significantly improved MB classification and stratification, but treatment options are still unsatisfactory. The proteome and their N-glycans hold the potential to discover clinically relevant phenotypes and targetable pathways. We compile a harmonized proteome dataset of 167 MBs and integrate findings with DNA methylome, transcriptome and N-glycome data. We show six proteome MB subtypes, that can be assigned to two main molecular programs: transcription/translation (pSHHt, pWNT and pGroup3myc), and synapses/immunological processes (pSHHs, pGroup3 and pGroup4). Multiomic analysis reveals different conservation levels of proteome features across MB subtypes at the DNA methylome level. Aggressive pGroup3myc MBs and favourable pWNT MBs are most similar in cluster hierarchies concerning overall proteome patterns but show different protein abundances of the vincristine resistance-associated multiprotein complex TriC/CCT and of N-glycan turnover-associated factors. The N-glycome reflects proteome subtypes and complex-bisecting N-glycans characterize pGroup3myc tumors. Our results shed light on targetable alterations in MB and set a foundation for potential immunotherapies targeting glycan structures. This SuperSeries is composed of the SubSeries listed below.
2024-04-22 | GSE243796 | GEO