Functional analysis of structural variants in single cells using Strand-seq

被引:17
作者
Jeong, Hyobin [1 ,21 ]
Grimes, Karen [1 ,2 ,3 ]
Rauwolf, Kerstin K. [4 ]
Bruch, Peter-Martin [5 ,6 ,7 ]
Rausch, Tobias [1 ,6 ]
Hasenfeld, Patrick [1 ]
Benito, Eva [1 ]
Roider, Tobias [1 ,5 ,6 ]
Sabarinathan, Radhakrishnan [8 ]
Porubsky, David [9 ,10 ,22 ]
Herbst, Sophie A. [5 ,6 ]
Erarslan-Uysal, Busra [6 ,11 ,12 ]
Jann, Johann-Christoph [13 ]
Marschall, Tobias [14 ]
Nowak, Daniel [13 ]
Bourquin, Jean-Pierre [4 ]
Kulozik, Andreas E. [6 ,11 ,12 ]
Dietrich, Sascha [5 ,6 ,7 ,15 ,16 ]
Bornhauser, Beat [4 ]
Sanders, Ashley D. [1 ,17 ,18 ,19 ]
Korbel, Jan O. [1 ,6 ,20 ]
机构
[1] European Mol Biol Lab EMBL, Genome Biol Unit, Heidelberg, Germany
[2] EMBL, Fac Biosci, Heidelberg, Germany
[3] Heidelberg Univ, Heidelberg, Germany
[4] Univ Childrens Hosp, Div Pediat Oncol, Zurich, Switzerland
[5] Heidelberg Univ Hosp, Dept Hematol Oncol & Rheumatol, Heidelberg, Germany
[6] Heidelberg Univ, Mol Med Partnership Unit, European Mol Biol Lab, Heidelberg, Germany
[7] Univ Hosp Dusseldorf, Dept Hematol & Oncol, Dusseldorf, Germany
[8] Tata Inst Fundamental Res, Natl Ctr Biol Sci, Bangalore, Karnataka, India
[9] Saarland Univ, Ctr Bioinformat, Saarbrucken, Germany
[10] Max Planck Inst Informat, Saarbrucken, Germany
[11] Heidelberg Univ, Dept Pediat Oncol Hematol & Immunol, Heidelberg, Germany
[12] Hopp Childrens Canc Ctr, Heidelberg, Germany
[13] Heidelberg Univ, Dept Hematol & Oncol, Med Fac Mannheim, Heidelberg, Germany
[14] Heinrich Heine Univ, Med Fac, Inst Med Biometry & Bioinformat, Dusseldorf, Germany
[15] Natl Ctr Tumor Dis NCT Heidelberg, Dept Translat Med Oncol, Heidelberg, Germany
[16] German Canc Res Ctr, Heidelberg, Germany
[17] Helmholtz Assoc MDC, Berlin Inst Med Syst Biol, Max Delbruck Ctr Mol Med, Berlin, Germany
[18] Berlin Inst Hlth BIH, Berlin, Germany
[19] Charite, Berlin, Germany
[20] German Canc Res Ctr, Bridging Res Div Mech Genom Variat & Data Sci, Heidelberg, Germany
[21] Hanyang Univ, Hanyang Inst Biosci & Biotechnol, Seoul, South Korea
[22] Univ Washington, Sch Med, Dept Genome Sci, Seattle, WA USA
基金
欧洲研究理事会; 美国国家卫生研究院;
关键词
CHRONIC LYMPHOCYTIC-LEUKEMIA; WEB SERVER; GENOME; EXPRESSION; GENE; HETEROGENEITY; TRANSCRIPTION; DIFFERENTIATION; REARRANGEMENTS; ABERRATIONS;
D O I
10.1038/s41587-022-01551-4
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Somatic structural variants (SVs) are widespread in cancer, but their impact on disease evolution is understudied due to a lack of methods to directly characterize their functional consequences. We present a computational method, scNOVA, which uses Strand-seq to perform haplotype-aware integration of SV discovery and molecular phenotyping in single cells by using nucleosome occupancy to infer gene expression as a readout. Application to leukemias and cell lines identifies local effects of copy-balanced rearrangements on gene deregulation, and consequences of SVs on aberrant signaling pathways in subclones. We discovered distinct SV subclones with dysregulated Wnt signaling in a chronic lymphocytic leukemia patient. We further uncovered the consequences of subclonal chromothripsis in T cell acute lymphoblastic leukemia, which revealed c-Myb activation, enrichment of a primitive cell state and informed successful targeting of the subclone in cell culture, using a Notch inhibitor. By directly linking SVs to their functional effects, scNOVA enables systematic single-cell multiomic studies of structural variation in heterogeneous cell populations. Linking structural variants to gene expression information identifies aberrant signaling pathways.
引用
收藏
页码:832 / +
页数:32
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