Integrated analysis of glycan and RNA in single cells
Fumi Minoshima, Haruka OzakiiD, Haruki OdakaiD, Hiroaki TatenoiD
Abstract
Single-cell sequencing has emerged as an indispensable technology to dissect cellular heterogeneity but never been applied to the simultaneous analysis of glycan and RNA. Using oligonucleotide-labeled lectins, we first established lectin-based glycan profiling of single cells by sequencing (scGlycan-seq). We then combined the scGlycan-seq with single-cell transcriptome profiling (scRNA-seq) for joint analysis of glycan and RNA in single cells (scGR-seq). Using scGR-seq, we analyzed the two modalities in human induced pluripotent stem cells (hiPSCs) before and after differentiation into neural progenitor cells at the single cell resolution. The combination of RNA and glycan separated the two cell types clearer than either one of them. Furthermore, integrative analysis of glycan and RNA modalities in single cells found known and novel lectins that were specific to hiPSCs and coordinated with neural differentiation. Taken together, we demonstrate that scGR-seq can reveal the cellular heterogeneity and biological roles of glycans across multicellular systems.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 74
- FWCI
- 3.61
- Field percentile
- top 5%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Single-Cell and Spatial Methods for Multimodal Functional Glycan Profiling in Tissues
A.K. Basak, Carolina Ortiz‐Cordero, … Laura L. Kiessling·bioRxiv·Feb 24, 2026
- A literature-derived knowledge graph augments the interpretation of single cell RNA-seq datasets
Deeksha Doddahonnaiah, Patrick J. Lenehan, … Venky Soundararajan·GenesPeer-reviewed·Jun 10, 2021
- Panoramic stitching of heterogeneous single-cell transcriptomic data
Brian Hie, Bryan D. Bryson, Bonnie Berger·Nature BiotechnologyPeer-reviewed·May 6, 2019
- Multi-level cellular and functional annotation of single-cell transcriptomes
Nicholas Mikolajewicz, Kevin R. Brown, … Hong Ryul Han·bioRxiv·Mar 13, 2022
- Comparative analysis of single-cell RNA sequencing methods with and without sample multiplexing
Yi Xie, Huimei Chen, … Jacques V. Behmoaras·International Journal of Molecular SciencesPeer-reviewed·Mar 29, 2024
- Multimodal Single-Cell Characterization of the Human Granulocyte Lineage
J. Qi, D. D'Souza, … A. H. Rahman·bioRxiv·Jun 12, 2021