TY - JOUR
T1 - Self-Reporting Transposons Enable Simultaneous Readout of Gene Expression and Transcription Factor Binding in Single Cells
AU - Moudgil, Arnav
AU - Wilkinson, Michael N.
AU - Chen, Xuhua
AU - He, June
AU - Cammack, Alexander J.
AU - Vasek, Michael J.
AU - Lagunas, Tomás
AU - Qi, Zongtai
AU - Lalli, Matthew A.
AU - Guo, Chuner
AU - Morris, Samantha A.
AU - Dougherty, Joseph D.
AU - Mitra, Robi D.
N1 - Funding Information:
We thank Jessica Hoisington-Lopez and MariaLynn Crosby from the DNA Sequencing Innovation Lab at The Edison Family Center for Genome Sciences and Systems Biology for their sequencing expertise. Additional sequencing was performed by the Genome Technology Access Center (GTAC) in the Department of Genetics at Washington University School of Medicine. Flow cytometry was conducted and analyzed at Siteman Flow Cytometry Core at the Alvin J. Siteman Cancer Center at Washington University School of Medicine and Barnes-Jewish Hospital in St. Louis, MO. Both GTAC and the Flow Cytometry Core are supported by NCI Cancer Center Support Grant P30 CA91842 to the Siteman Cancer Center. GTAC is further supported by ICTS/CTSA Grant UL1 TR000448 from the National Center for Research Resources (NCRR), a component of the National Institutes of Health (NIH), and NIH Roadmap for Medical Research. This work was supported by the Hope Center Viral Vectors Core and a P30 Neuroscience Blueprint Interdisciplinary Center Core award to Washington University (P30 NS057105). This work was also supported by NIH grants R21 HG009750 (R.D.M. and S.A.M.), R01 GM126112 (S.A.M.), U01 MH109133 (J.D.D. and R.D.M.), and RF1 MH117070 (J.D.D. and R.D.M.) and a grant from the Children's Discovery Institute (#MC-II-2016-533, R.D.M.). S.A.M. was supported by an Allen Distinguished Investigator Award (through the Paul G. Allen Frontiers Group), a Vallee Scholar Award, and a Sloan Research Fellowship. A.M. was supported by NIH grants T32 GM007200, T32 HG000045, and F30 HG009986, A.J.C by NIH T32 GM008151; M.J.V. by NIH F32 NS105363; M.A.L. by NIH T32 HL125241; and T.L. by NIH T32 GM007067. We thank Donald Conrad and Ben Humphreys for their advice and constructive feedback during this project, and Shirley McKinney for laboratory support. Last, we thank the three anonymous reviewers for their feedback and suggestions. This publication is solely the responsibility of the authors and does not necessarily represent the official view of NIH. A.M. M.N.W. Z.Q. and R.D.M. developed the self-reporting transposon (SRT) technology. A.M. and M.N.W. created and optimized the molecular workflow for recovering SRTs from bulk RNA-seq libraries, with contributions from Z.Q. A.M. developed and optimized the protocol for recovering SRTs from single-cell RNA-seq libraries. S.A.M. provided guidance and assistance with single-cell experiments. Z.Q. T.L. and C.G. cloned SRT constructs, while M.A.L. generated lentivirus. A.M. M.N.W. J.D.D. and R.D.M. designed the experiments. A.M. M.N.W. X.C. and J.H. performed the in vitro experiments. M.N.W. A.J.C. and M.J.V performed the in vivo experiments. A.M. X.C. and J.H. generated sequencing libraries. A.M. J.D.D. and R.D.M. analyzed the data. A.M. and R.D.M. wrote the manuscript in consultation with all authors. A.M. M.N.W. Z.Q. and R.D.M. have filed patent applications related to this work.
Funding Information:
We thank Jessica Hoisington-Lopez and MariaLynn Crosby from the DNA Sequencing Innovation Lab at The Edison Family Center for Genome Sciences and Systems Biology for their sequencing expertise. Additional sequencing was performed by the Genome Technology Access Center (GTAC) in the Department of Genetics at Washington University School of Medicine. Flow cytometry was conducted and analyzed at Siteman Flow Cytometry Core at the Alvin J. Siteman Cancer Center at Washington University School of Medicine and Barnes-Jewish Hospital in St. Louis, MO. Both GTAC and the Flow Cytometry Core are supported by NCI Cancer Center Support Grant P30 CA91842 to the Siteman Cancer Center. GTAC is further supported by ICTS/CTSA Grant UL1 TR000448 from the National Center for Research Resources (NCRR), a component of the National Institutes of Health (NIH), and NIH Roadmap for Medical Research . This work was supported by the Hope Center Viral Vectors Core and a P30 Neuroscience Blueprint Interdisciplinary Center Core award to Washington University ( P30 NS057105 ). This work was also supported by NIH grants R21 HG009750 (R.D.M. and S.A.M.), R01 GM126112 (S.A.M.), U01 MH109133 (J.D.D. and R.D.M.), and RF1 MH117070 (J.D.D. and R.D.M.) and a grant from the Children's Discovery Institute (# MC-II-2016-533 , R.D.M.). S.A.M. was supported by an Allen Distinguished Investigator Award (through the Paul G. Allen Frontiers Group), a Vallee Scholar Award , and a Sloan Research Fellowship . A.M. was supported by NIH grants T32 GM007200 , T32 HG000045 , and F30 HG009986 , A.J.C by NIH T32 GM008151 ; M.J.V. by NIH F32 NS105363 ; M.A.L. by NIH T32 HL125241 ; and T.L. by NIH T32 GM007067 . We thank Donald Conrad and Ben Humphreys for their advice and constructive feedback during this project, and Shirley McKinney for laboratory support. Last, we thank the three anonymous reviewers for their feedback and suggestions. This publication is solely the responsibility of the authors and does not necessarily represent the official view of NIH.
Publisher Copyright:
© 2020 Elsevier Inc.
PY - 2020/8/20
Y1 - 2020/8/20
N2 - Cellular heterogeneity confounds in situ assays of transcription factor (TF) binding. Single-cell RNA sequencing (scRNA-seq) deconvolves cell types from gene expression, but no technology links cell identity to TF binding sites (TFBS) in those cell types. We present self-reporting transposons (SRTs) and use them in single-cell calling cards (scCC), a novel assay for simultaneously measuring gene expression and mapping TFBS in single cells. The genomic locations of SRTs are recovered from mRNA, and SRTs deposited by exogenous, TF-transposase fusions can be used to map TFBS. We then present scCC, which map SRTs from scRNA-seq libraries, simultaneously identifying cell types and TFBS in those same cells. We benchmark multiple TFs with this technique. Next, we use scCC to discover BRD4-mediated cell-state transitions in K562 cells. Finally, we map BRD4 binding sites in the mouse cortex at single-cell resolution, establishing a new method for studying TF biology in situ. Moudgil et al. present a single-cell method for simultaneously capturing gene expression and transcription factor binding site data from the same cells, first in cell lines and then in the mouse brain.
AB - Cellular heterogeneity confounds in situ assays of transcription factor (TF) binding. Single-cell RNA sequencing (scRNA-seq) deconvolves cell types from gene expression, but no technology links cell identity to TF binding sites (TFBS) in those cell types. We present self-reporting transposons (SRTs) and use them in single-cell calling cards (scCC), a novel assay for simultaneously measuring gene expression and mapping TFBS in single cells. The genomic locations of SRTs are recovered from mRNA, and SRTs deposited by exogenous, TF-transposase fusions can be used to map TFBS. We then present scCC, which map SRTs from scRNA-seq libraries, simultaneously identifying cell types and TFBS in those same cells. We benchmark multiple TFs with this technique. Next, we use scCC to discover BRD4-mediated cell-state transitions in K562 cells. Finally, we map BRD4 binding sites in the mouse cortex at single-cell resolution, establishing a new method for studying TF biology in situ. Moudgil et al. present a single-cell method for simultaneously capturing gene expression and transcription factor binding site data from the same cells, first in cell lines and then in the mouse brain.
KW - bromodomains
KW - calling cards
KW - cell state
KW - mouse cortex
KW - single cell
KW - transcription factors
KW - transposons
UR - http://www.scopus.com/inward/record.url?scp=85089289131&partnerID=8YFLogxK
U2 - 10.1016/j.cell.2020.06.037
DO - 10.1016/j.cell.2020.06.037
M3 - Article
C2 - 32710817
AN - SCOPUS:85089289131
SN - 0092-8674
VL - 182
SP - 992-1008.e21
JO - Cell
JF - Cell
IS - 4
ER -