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Droplet Barcoding-Based Single Cell Transcriptomics of Adult Mammalian Tissues
Published on: January 10, 2019
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Comprehensive benchmarking of CITE-seq versus DOGMA-seq single cell multimodal omics
Zhongli Xu1,2, Elisa Heidrich-O'Hare3, Wei Chen4,5
1Department of Pediatrics, University of Pittsburgh School of Medicine, UPMC Children's Hospital of Pittsburgh, 4401 Penn Ave, Pittsburgh, PA, 15224, USA.
Genome Biology
|June 23, 2022
Summary
We compared DOGMA-seq and CITE-seq, two single-cell multi-omics methods. Optimized DOGMA-seq offers more ATAC-seq data, but CITE-seq provides higher quality mRNA and protein data.
Area of Science:
- Single-cell multi-omics
- Immunology
- Molecular biology
Background:
- New multi-omics technologies like TEA-seq and DOGMA-seq offer insights into cell biology.
- Independent evaluation of these novel assays is crucial for their adoption.
- Understanding T cell activation requires detailed molecular profiling.
Purpose of the Study:
- To evaluate the utility of DOGMA-seq compared to CITE-seq in human peripheral blood T cells.
- To compare different permeabilization methods for single-cell multi-omics assays.
Main Methods:
- Single-cell trimodal omics (DOGMA-seq) and bimodal omics (CITE-seq) were performed on activated human T cells.
- Two permeabilization conditions, digitonin (DIG) and low-loss lysis (LLL), were tested for DOGMA-seq.
- ATAC-seq, mRNA, and cell surface protein libraries were generated and analyzed.
Main Results:
- Single-cell trimodal omics measurements using digitonin (DIG) permeabilization yielded better results than low-loss lysis (LLL).
- DOGMA-seq with optimized DIG permeabilization provided more ATAC-seq information compared to CITE-seq.
- CITE-seq demonstrated slightly superior quality for mRNA and cell surface protein libraries compared to DOGMA-seq.
Conclusions:
- DOGMA-seq is a valuable tool for single-cell multi-omics, particularly for ATAC-seq analysis in T cells.
- Permeabilization method choice significantly impacts data quality in single-cell omics assays.
- DOGMA-seq and CITE-seq offer complementary strengths for comprehensive T cell profiling.
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