使用寡核苷酸连接抗体进行单核 ATAC-seq 多路复用的优化方法。

IF 4.2 2区 生物学 Q1 GENETICS & HEREDITY
Betelehem Solomon Bera, Taylor V Thompson, Eric Sosa, Hiroko Nomaru, David Reynolds, Robert A Dubin, Shahina B Maqbool, Deyou Zheng, Bernice E Morrow, John M Greally, Masako Suzuki
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引用次数: 0

摘要

背景:分析转录和染色质结构的单细胞技术已广泛应用于许多研究领域,以单细胞分辨率揭示细胞的功能和分子特性。在进行单细胞分析时,样品复用技术非常重要,它能减少技术差异并提高成本效益。许多 scRNA-seq 研究都采用了几种市售方法。另一方面,虽然有几种方法已经发表,但用于转座酶可接触染色质(snATAC)-seq 检测的单核检测多路复用技术仍在开发中。我们利用识别核孔复合蛋白的寡核苷酸连接抗体--NuHash--开发了一种简单的核散列方法,通过多路复用进行snATAC-seq文库制备:我们利用NuHash对人类和小鼠的混合细胞样本(2个样本,2-plex;4个样本,4-plex)进行了多重snATAC-seq分析。对至少有 10,000 个读数的细胞核进行的分析表明,NuHash 的解复用准确率很高,在 9144 个细胞核(2-plex)和 12,208 个细胞核(4-plex)中,只有 10 个细胞核(2-plex)和 150 个细胞核(4-plex)的 NuHash 解复用分类与使用参考基因组比对的判别不一致。雌性和雄性样本的开放染色质区(OCR)差异分析表明,男性特异性 OCR 在 Y 染色体中富集(9 个中的 4 个)。对同一样本进行的 snATAC-seq 和深度测序的大量 ATAC-seq 比较分析表明,大量 ATAC-seq 信号强度与 snATAC-seq 中检测到的细胞簇数量呈正相关。此外,当我们根据出现峰值的细胞簇数量对 snATAC-seq 峰值进行分类时,我们观察到不同组间不同基因组特征的分布情况不同。这一结果表明,批量ATAC-seq的峰强度可用于鉴定不同类型的功能位点:结论:我们使用寡聚抗核孔复合蛋白的多路复用方法 NuHash 可以对样本进行高精度的解多路复用。NuHash 方案简单明了,适用于冷冻样本,且无需对 snATAC-seq 文库制备进行修改。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An optimized approach for multiplexing single-nuclear ATAC-seq using oligonucleotide-conjugated antibodies.

Background: Single-cell technologies to analyze transcription and chromatin structure have been widely used in many research areas to reveal the functions and molecular properties of cells at single-cell resolution. Sample multiplexing techniques are valuable when performing single-cell analysis, reducing technical variation and permitting cost efficiencies. Several commercially available methods have been used in many scRNA-seq studies. On the other hand, while several methods have been published, multiplexing techniques for single nuclear assay for transposase-accessible chromatin (snATAC)-seq assays remain under development. We developed a simple nucleus hashing method using oligonucleotide-conjugated antibodies recognizing nuclear pore complex proteins, NuHash, to perform snATAC-seq library preparations by multiplexing.

Results: We performed multiplexing snATAC-seq analyses on a mixture of human and mouse cell samples (two samples, 2-plex, and four samples, 4-plex) using NuHash. The analyses on nuclei with at least 10,000 read counts showed that the demultiplexing accuracy of NuHash was high, and only ten out of 9144 nuclei (2-plex) and 150 of 12,208 nuclei (4-plex) had discordant classifications between NuHash demultiplexing and discrimination using reference genome alignments. The differential open chromatin region (OCR) analysis between female and male samples revealed that male-specific OCRs were enriched in chromosome Y (four out of nine). We also found that five female-specific OCRs (20 OCRs) were on chromosome X. A comparative analysis between snATAC-seq and deeply sequenced bulk ATAC-seq on the same samples revealed that the bulk ATAC-seq signal intensity was positively correlated with the number of cell clusters detected in snATAC-seq. Moreover, when we categorized snATAC-seq peaks based on the number of cell clusters in which the peak was present, we observed different distributions over different genomic features between the groups. This result suggests that the peak intensities of bulk ATAC-seq can be used to identify different types of functional loci.

Conclusions: Our multiplexing method using oligo-conjugated anti-nuclear pore complex proteins, NuHash, permits high-accuracy demultiplexing of samples. The NuHash protocol is straightforward, works on frozen samples, and requires no modifications for snATAC-seq library preparation.

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来源期刊
Epigenetics & Chromatin
Epigenetics & Chromatin GENETICS & HEREDITY-
CiteScore
7.00
自引率
0.00%
发文量
35
审稿时长
1 months
期刊介绍: Epigenetics & Chromatin is a peer-reviewed, open access, online journal that publishes research, and reviews, providing novel insights into epigenetic inheritance and chromatin-based interactions. The journal aims to understand how gene and chromosomal elements are regulated and their activities maintained during processes such as cell division, differentiation and environmental alteration.
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