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使用联合多组学单细胞DNA-RNA测序对基因组变异进行功能表型分析。

Functional phenotyping of genomic variants using joint multiomic single-cell DNA-RNA sequencing.

作者信息

Lindenhofer Dominik, Bauman Julia R, Hawkins John A, Fitzgerald Donnacha, Yildiz Umut, Jung Haeyeon, Korosteleva Anastasiia, Marttinen Mikael, Kueblbeck Moritz, Zaugg Judith B, Noh Kyung-Min, Dietrich Sascha, Huber Wolfgang, Stegle Oliver, Steinmetz Lars M

机构信息

Genome Biology Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.

DZHK (German Centre for Cardiovascular Research), Partner Site Heidelberg/Mannheim, Heidelberg, Germany.

出版信息

Nat Methods. 2025 Sep 1. doi: 10.1038/s41592-025-02805-0.

DOI:10.1038/s41592-025-02805-0
PMID:40890552
Abstract

Genetic variants (both coding and noncoding) can impact gene function and expression, driving disease mechanisms such as cancer progression. The systematic study of endogenous genetic variants is hindered by inefficient precision editing tools, combined with technical limitations in confidently linking genotypes to gene expression at single-cell resolution. We developed single-cell DNA-RNA sequencing (SDR-seq) to simultaneously profile up to 480 genomic DNA loci and genes in thousands of single cells, enabling accurate determination of coding and noncoding variant zygosity alongside associated gene expression changes. Using SDR-seq, we associate coding and noncoding variants with distinct gene expression in human induced pluripotent stem cells. Furthermore, we demonstrate that in primary B cell lymphoma samples, cells with a higher mutational burden exhibit elevated B cell receptor signaling and tumorigenic gene expression. SDR-seq provides a powerful platform to dissect regulatory mechanisms encoded by genetic variants, advancing our understanding of gene expression regulation and its implications for disease.

摘要

基因变异(包括编码和非编码变异)会影响基因功能和表达,推动诸如癌症进展等疾病机制。对内源性基因变异的系统研究受到低效精准编辑工具的阻碍,同时在将基因型与单细胞分辨率下的基因表达进行可靠关联方面存在技术限制。我们开发了单细胞DNA-RNA测序(SDR-seq)技术,可在数千个单细胞中同时分析多达480个基因组DNA位点和基因,能够准确确定编码和非编码变异的纯合性以及相关的基因表达变化。利用SDR-seq技术,我们将人类诱导多能干细胞中的编码和非编码变异与不同的基因表达相关联。此外,我们证明在原发性B细胞淋巴瘤样本中,具有较高突变负荷的细胞表现出更高的B细胞受体信号传导和致瘤基因表达。SDR-seq提供了一个强大的平台来剖析由基因变异编码的调控机制,增进我们对基因表达调控及其对疾病影响的理解。

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Nat Methods. 2025 Sep 1. doi: 10.1038/s41592-025-02805-0.
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本文引用的文献

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Rewriting regulatory DNA to dissect and reprogram gene expression.重写调控性DNA以剖析和重新编程基因表达。
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Scalable co-sequencing of RNA and DNA from individual nuclei.对单个细胞核中的RNA和DNA进行可扩展的共测序。
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HIPSD&R-seq enables scalable genomic copy number and transcriptome profiling.HIPSD&R-seq技术可实现可扩展的基因组拷贝数和转录组分析。
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Multimodal and spatially resolved profiling identifies distinct patterns of T cell infiltration in nodal B cell lymphoma entities.多模态和空间分辨分析鉴定出结内 B 细胞淋巴瘤实体中 T 细胞浸润的不同模式。
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scSNV-seq: high-throughput phenotyping of single nucleotide variants by coupled single-cell genotyping and transcriptomics.scSNV-seq:通过偶联单细胞基因分型和转录组学对单核苷酸变异进行高通量表型分析。
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Mislocalization of pathogenic RBM20 variants in dilated cardiomyopathy is caused by loss-of-interaction with Transportin-3.致病性 RBM20 变异体在扩张型心肌病中的定位错误是由于与 Transportin-3 相互作用丧失所致。
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Discovery of target genes and pathways at GWAS loci by pooled single-cell CRISPR screens.通过池化单细胞 CRISPR 筛选发现 GWAS 位点的靶基因和通路。
Science. 2023 May 19;380(6646):eadh7699. doi: 10.1126/science.adh7699.
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scONE-seq: A single-cell multi-omics method enables simultaneous dissection of phenotype and genotype heterogeneity from frozen tumors.scONE-seq:一种单细胞多组学方法,可从冷冻肿瘤中同时解析表型和基因型异质性。
Sci Adv. 2023 Jan 4;9(1):eabp8901. doi: 10.1126/sciadv.abp8901.
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scTAM-seq enables targeted high-confidence analysis of DNA methylation in single cells.scTAM-seq 能够实现单细胞中 DNA 甲基化的靶向高可信度分析。
Genome Biol. 2022 Oct 28;23(1):229. doi: 10.1186/s13059-022-02796-7.