Single-cell ultra-high-throughput multiplexed chromatin and RNA profiling reveals gene regulatory dynamics
Sara Lobato-Moreno1,2,3, Umut Yildiz2,3, Annique Claringbould1,2,4
1European Molecular Biology Laboratory, Molecular Systems Biology Unit, Heidelberg, Germany.
Single-cell ultra-high-throughput multiplexed sequencing (SUM-seq) enables simultaneous measurement of gene expression and chromatin accessibility. This scalable technology accelerates the study of gene regulatory networks in cellular processes and disease.
Area of Science:
- Genomics and Molecular Biology
- Single-cell Multiomics
- Gene Regulation
Background:
- Enhancers and transcription factors (TFs) are critical for cellular processes.
- Existing multiomic technologies lack multiplexing and scalability for studying gene regulatory mechanisms.
- Need for high-throughput, cost-effective single-cell multiomic solutions.
Purpose of the Study:
- Introduce single-cell ultra-high-throughput multiplexed sequencing (SUM-seq) for co-assaying chromatin accessibility and gene expression.
- Demonstrate SUM-seq's capability for large-scale, cost-effective single-cell multiomic profiling.
- Apply SUM-seq to resolve gene regulation in macrophage polarization, T helper cell subsets, and TF perturbation studies.
Main Methods:
- Developed SUM-seq, a novel single-cell ultra-high-throughput multiplexed sequencing method.
- Co-assayed chromatin accessibility and gene expression in single nuclei.
- Applied SUM-seq to profile hundreds of samples at the million-cell scale.
Main Results:
- SUM-seq enables profiling of millions of cells, outperforming current high-throughput single-cell methods.
- Successfully resolved temporal gene regulation in macrophage polarization, linking TF networks to immune disease variants.
- Defined regulatory landscapes in T helper cell subsets and dissected TF perturbation effects in iPSCs.
Conclusions:
- SUM-seq provides a scalable and cost-effective solution for ultra-high-throughput single-cell multiomic sequencing.
- Accelerates the understanding of complex gene regulatory networks in differentiation, perturbation responses, and disease.
- Enables deeper insights into cellular mechanisms through simultaneous chromatin accessibility and gene expression analysis.
More Related Videos
11:36Author Spotlight: An Integrated Workflow to Study the Promoter-Centric Spatio-Temporal Genome Architecture in Scarce Cell Populations
Published on: April 21, 2023
06:24Multiplexed Analysis of Retinal Gene Expression and Chromatin Accessibility Using scRNA-Seq and scATAC-Seq
Published on: March 12, 2021
