Single Cell Glycome and Transcriptome Profiling Enabled by a Library of Anti-glycan Antibodies
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE298512 | GEO | 2026/05/20
REPOSITORIES: GEO
Similar Datasets
Project description:Human induced pluripotent stem cells (iPSC)-derived cells are often heterogeneous, posing challenges for disease modeling and cell therapy. We previously developed single-cell glycan and RNA sequencing (scGR-seq) to analyze the glycome and transcriptome simultaneously. Here, we applied scGR-seq to examine heterogeneous populations of human iPSC-derived neurons. We identified four subpopulations: mature neurons, immature neurons, undifferentiated neural progenitor cells (undiffNPCs), and mesenchymal cells (MCs). Lectin binding patterns indicated high α1,3-fucose expression in undiffNPCs. MCs exhibited strong binding of a poly-LacNAc-recognizing lectin (rLSLN) and high expression of B3GNT2, a poly-LacNAc synthetic enzyme. Pseudotime analysis revealed that a subpopulation of NPCs acquired mesenchymal features and differentiated into MCs. Immunocytochemistry confirmed the specific detection of undiffNPCs and MCs using anti-Lewis X (α1,3-fucosylated glycan) antibodies and rLSLN. Beyond identifying cell heterogeneity, scGR-seq enables the discovery of glycan markers and detection probes for iPSC-derived cells, aiding in their further cell processing and manipulation.
2025-09-05 | GSE304173 | GEO
Project description:The protein glycome of individual cell types in the brain is unexplored, despite the critical function of these modifications in development and disease. In aggregate, the most abundant asparagine (N-) linked glycans in the adult brain are high mannose structures, and specifically Man5GlcNAc2 (Man-5), which normally exits the ER for further processing in the Golgi. Mannose structures are uncommon in other organs and often overlooked or excluded in most studies. To understand cell-specific contributions to the unique brain N-glycome and its abundance of Man-5, we performed RNA-seq and MALDI-MS TOF protein N-glycomics at several timepoints during differentiation of multiple cell types. To this end, homogeneous cultures of glutamatergic neurons, GABAergic neurons, and brain-specific endothelial cells were generated from monoclonal human inducible pluripotent stem cells (hiPSCs) through cellular reprogramming. Small molecule induction of stably integrated synthetic transcription units driving morphogen expression generated differentiated cells with distinct patterns mirroring intact tissue. Comparing uninduced hiPSCs for each cell type revealed identical transcriptomic and glycomic profiles before differentiation, with low quantities of Man-5. In differentiated glutamatergic and GABAergic neurons, the most abundant N-glycans became Man-5 and its immediate precursor Man-6, despite the presence of transcripts encoding enzymes for their subsequent modification. Differentiation to brain-specific endothelial cells showed an opposite effect, with the N-glycome displaying an abundance of complex N-glycans and terminal modifications of the late secretory pathway. These results confirm that the restricted N-glycome profile of brain is programmed into neuronal differentiation, with regulation independent of the transcriptome and under tight evolutionary constraint.
2026-06-04 | GSE280179 | GEO
Project description:Hematopoietic stem and progenitor cells (HSPCs) are required to establish and maintain the adult blood system in vertebrates. During development, HPSCs are generated from hemogenic endothelial cells that undergo an endothelial-to-hematopoietic transition (EHT). Growth factors and epigenetic changes can promote EHT, but these mechanisms do not explain its tight spatiotemporal regulation during development. Here, we show that microRNA (miR) miR-223-mediated regulation of N-glycan biosynthesis intrinsically restrains EHT, representing a new pathway that prevents excessive HSPC production. We find that miR-223 is uniquely expressed in hemogenic endothelial cells undergoing EHT and in nascent HSPCs. Loss of miR-223 promotes the expansion of these cells in the zebrafish and mouse aorta-gonad-mesonephros (AGM), where EHT occurs. miR-223 targets alg2 (alpha 1,3/ 1,6 mannosyltransferase) in the AGM endothelium to restrict hemogenic and HSPC specification. This enzyme is involved in the attachment of the N-glycans, a common co-translational modification9-12 that influences several pathophysiological processes, but has not yet been implicated in EHT. Using an N-glycosensor, we demonstrate that abundant protein N-glycan attachment occurs in vascular cells during EHT, and this process is required for HSPC production. High-throughput glycome analysis upon loss of miR-223 revealed that terminal alpha 1,3/6 mannose modifications are increased at the expense of alpha 2,3/6 sialic acid sugars. Importantly, pharmacological manipulation targeting these N-glycan types in wild-type embryos phenocopies the loss of miR-223 and enhances EHT as well as HSPC production. Thus, the N-glycome plays a previously unappreciated role as an intrinsic regulator of EHT, with specific mannose and sialic acid modifications serving as key endothelial determinants to restrict the hematopoietic fate.
2021-09-09 | GSE135246 | 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: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: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
Project description:<p><strong>BACKGROUND:</strong> Novel biomarkers are urgently needed to distinguish between benign and malignant thyroid nodules and detect thyroid cancer in the early stage. The associations between serum IgG N-glycosylation and thyroid cancer risk have been revealed. We aimed to explore the potential of IgG N-glycan traits as biomarkers in the differential diagnosis of thyroid cancer.</p><p><strong>METHODS:</strong> Plasma IgG N-glycome analysis was applied to a discovery cohort followed by independent validation. IgG N-glycan profiles were obtained using a robust quantitative strategy based on matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. IgG N-glycans were relatively quantified, and classification performance was evaluated based on directly detected and derived glycan traits.</p><p><strong>RESULTS: </strong>Four directly detected glycans were significantly changed in thyroid cancer patients compared to that in non-cancer controls. Derived glycan traits and a classification glycol-panel were generated based on the directly detected glycan traits. In the discovery cohort, derived trait BN (bisecting type neutral N-glycans) and the glyco-panel showed potential in distinguishing between thyroid cancer and non-cancer controls with AUCs of 0.920 and 0.917, respectively. The diagnostic potential was further validated. Derived trait BN and the glycol-panel displayed “accurate” performance (AUC>0.8) in discriminating thyroid cancer from benign thyroid nodules and healthy controls in the validation cohort. Meanwhile, derived trait BN and the glycol-panel also showed diagnostic potential in detecting early-stage thyroid cancer.</p><p><strong>CONCLUSIONS:</strong> IgG N-glycome analysis revealed N-glycomic differences that allow classification of thyroid cancer from non-cancer controls. Our results suggested that derived trait BN and the classification glyco-panel rather than single N-glycans may serve as candidate biomarkers for further validation.</p>
2021-09-01 | MTBLS2935 | MetaboLights
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
2024-04-23 | GSE243795 | GEO