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Updated: Aug 1, 2025

Multiplexed Single Cell mRNA Sequencing Analysis of Mouse Embryonic Cells
Published on: January 7, 2020
An optimized approach for multiplexing single-nuclear ATAC-seq using oligonucleotide-conjugated antibodies
Betelehem Solomon Bera1,2, Taylor V Thompson1, Eric Sosa1
1Department of Genetics, Albert Einstein College of Medicine, Bronx, NY, USA.
We developed NuHash, a simple nucleus hashing method for multiplexing single nuclear assay for transposase-accessible chromatin (snATAC)-seq. NuHash enables high-accuracy sample demultiplexing and is compatible with frozen samples, streamlining snATAC-seq library preparation.
Area of Science:
- Genomics and Molecular Biology
- Epigenetics and Chromatin Biology
- Single-Cell Analysis Technologies
Background:
- Single-cell technologies are crucial for understanding cellular functions and molecular properties.
- Sample multiplexing in single-cell analysis improves efficiency and reduces technical variation.
- Multiplexing techniques for single nuclear assay for transposase-accessible chromatin (snATAC)-seq are still developing.
Purpose of the Study:
- To develop a simple and effective nucleus hashing method for multiplexing snATAC-seq.
- To enable high-accuracy sample demultiplexing in snATAC-seq experiments.
- To facilitate cost-efficient and technically robust snATAC-seq library preparation.
Main Methods:
- Developed NuHash, a nucleus hashing method using oligonucleotide-conjugated antibodies against nuclear pore complex proteins.
- Applied NuHash for multiplexing snATAC-seq on mixtures of human and mouse cell samples (2-plex and 4-plex).
- Validated demultiplexing accuracy by comparing NuHash results with reference genome alignments.
Main Results:
- NuHash achieved high demultiplexing accuracy in both 2-plex and 4-plex snATAC-seq experiments.
- Differential open chromatin region (OCR) analysis identified sex-specific OCRs on chromosomes X and Y.
- Bulk ATAC-seq signal intensity correlated positively with the number of cell clusters detected in snATAC-seq, suggesting its utility in identifying functional loci.
Conclusions:
- NuHash is a straightforward and effective method for high-accuracy sample multiplexing in snATAC-seq.
- The NuHash protocol is compatible with frozen samples and requires no modifications to standard snATAC-seq library preparation.
- This method significantly advances the capabilities of snATAC-seq for large-scale and cost-efficient chromatin accessibility studies.
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