Joint single-cell DNA accessibility and protein epitope profiling reveals environmental regulation of epigenomic heterogeneity
Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow c...
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Published in | Nature communications Vol. 9; no. 1; pp. 4590 - 12 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
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Nature Publishing Group UK
02.11.2018
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Abstract | Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow cytometry and positions in arrayed microwells, and then subject to molecular barcoding for subsequent pooled analysis. Pi-ATAC simultaneously identifies the epigenomic and proteomic heterogeneity in individual cells. Pi-ATAC reveals a casual link between transcription factor abundance and DNA motif access, and deconvolute cell types and states in the tumor microenvironment in vivo. We identify a dominant role for hypoxia, marked by HIF1α protein, in the tumor microvenvironment for shaping the regulome in a subset of epithelial tumor cells.
Cellular heterogeneity in cancer is complex and difficult to study. Here, the authors introduce Protein-indexed Assay of Transposase Accessible Chromatin (Pi-ATAC), which combines single cell chromatin and proteomic profiling to provide deep insight into the tumor microenvironment, and reveal the role of hypoxia in shaping the regulome of a subset of breast cancer cells in vivo. |
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AbstractList | Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow cytometry and positions in arrayed microwells, and then subject to molecular barcoding for subsequent pooled analysis. Pi-ATAC simultaneously identifies the epigenomic and proteomic heterogeneity in individual cells. Pi-ATAC reveals a casual link between transcription factor abundance and DNA motif access, and deconvolute cell types and states in the tumor microenvironment in vivo. We identify a dominant role for hypoxia, marked by HIF1α protein, in the tumor microvenvironment for shaping the regulome in a subset of epithelial tumor cells. Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow cytometry and positions in arrayed microwells, and then subject to molecular barcoding for subsequent pooled analysis. Pi-ATAC simultaneously identifies the epigenomic and proteomic heterogeneity in individual cells. Pi-ATAC reveals a casual link between transcription factor abundance and DNA motif access, and deconvolute cell types and states in the tumor microenvironment in vivo. We identify a dominant role for hypoxia, marked by HIF1α protein, in the tumor microvenvironment for shaping the regulome in a subset of epithelial tumor cells.Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow cytometry and positions in arrayed microwells, and then subject to molecular barcoding for subsequent pooled analysis. Pi-ATAC simultaneously identifies the epigenomic and proteomic heterogeneity in individual cells. Pi-ATAC reveals a casual link between transcription factor abundance and DNA motif access, and deconvolute cell types and states in the tumor microenvironment in vivo. We identify a dominant role for hypoxia, marked by HIF1α protein, in the tumor microvenvironment for shaping the regulome in a subset of epithelial tumor cells. Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic profiling. In conjunction with DNA transposition, the levels of multiple cell surface or intracellular protein epitopes are recorded by index flow cytometry and positions in arrayed microwells, and then subject to molecular barcoding for subsequent pooled analysis. Pi-ATAC simultaneously identifies the epigenomic and proteomic heterogeneity in individual cells. Pi-ATAC reveals a casual link between transcription factor abundance and DNA motif access, and deconvolute cell types and states in the tumor microenvironment in vivo. We identify a dominant role for hypoxia, marked by HIF1α protein, in the tumor microvenvironment for shaping the regulome in a subset of epithelial tumor cells. Cellular heterogeneity in cancer is complex and difficult to study. Here, the authors introduce Protein-indexed Assay of Transposase Accessible Chromatin (Pi-ATAC), which combines single cell chromatin and proteomic profiling to provide deep insight into the tumor microenvironment, and reveal the role of hypoxia in shaping the regulome of a subset of breast cancer cells in vivo. Cellular heterogeneity in cancer is complex and difficult to study. Here, the authors introduce Protein-indexed Assay of Transposase Accessible Chromatin (Pi-ATAC), which combines single cell chromatin and proteomic profiling to provide deep insight into the tumor microenvironment, and reveal the role of hypoxia in shaping the regulome of a subset of breast cancer cells in vivo. |
ArticleNumber | 4590 |
Author | Litzenburger, Ulrike M. LaGory, Edward L. Greenleaf, William J. Chang, Howard Y. Giaccia, Amato J. Schep, Alicia N. Choudhry, Hani Chen, Xingqi Wei, Yuning |
Author_xml | – sequence: 1 givenname: Xingqi surname: Chen fullname: Chen, Xingqi organization: Center for Personal Dynamic Regulomes, Stanford University, Department of Cell and Molecular Biology, Karolinska Institutet – sequence: 2 givenname: Ulrike M. surname: Litzenburger fullname: Litzenburger, Ulrike M. email: litzenbu@stanford.edu organization: Center for Personal Dynamic Regulomes, Stanford University – sequence: 3 givenname: Yuning surname: Wei fullname: Wei, Yuning organization: Center for Personal Dynamic Regulomes, Stanford University – sequence: 4 givenname: Alicia N. surname: Schep fullname: Schep, Alicia N. organization: Center for Personal Dynamic Regulomes, Stanford University, Dept of Genetics, Stanford University, Department of Applied Physics, Stanford University – sequence: 5 givenname: Edward L. surname: LaGory fullname: LaGory, Edward L. organization: Division of Radiation and Cancer Biology, Department of Radiation Oncology, Stanford University – sequence: 6 givenname: Hani surname: Choudhry fullname: Choudhry, Hani organization: Department of Biochemistry, Cancer Metabolism and Epigenetic Unit, Faculty of Science, Cancer and Mutagenesis Unit, King Fahd Center for Medical Research, King Abdulaziz University – sequence: 7 givenname: Amato J. surname: Giaccia fullname: Giaccia, Amato J. organization: Division of Radiation and Cancer Biology, Department of Radiation Oncology, Stanford University – sequence: 8 givenname: William J. orcidid: 0000-0003-1409-3095 surname: Greenleaf fullname: Greenleaf, William J. organization: Center for Personal Dynamic Regulomes, Stanford University, Dept of Genetics, Stanford University, Department of Applied Physics, Stanford University – sequence: 9 givenname: Howard Y. orcidid: 0000-0002-9459-4393 surname: Chang fullname: Chang, Howard Y. email: howchang@stanford.edu organization: Center for Personal Dynamic Regulomes, Stanford University, Howard Hughes Medical Institute, Stanford University |
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Snippet | Here we introduce Protein-indexed Assay of Transposase Accessible Chromatin with sequencing (Pi-ATAC) that combines single-cell chromatin and proteomic... Cellular heterogeneity in cancer is complex and difficult to study. Here, the authors introduce Protein-indexed Assay of Transposase Accessible Chromatin... |
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SubjectTerms | 13/31 45 45/22 45/47 49/31 631/1647/2210/2211 631/1647/514/2254 64/60 Accessibility Animals Breast Neoplasms - genetics Breast Neoplasms - pathology Cell Hypoxia - genetics Cell Line, Tumor Cell surface Chromatin Chromatin - metabolism Deoxyribonucleic acid DNA DNA - genetics DNA fingerprinting Environment Environmental regulations Epigenesis, Genetic Epigenomics Epithelial Cell Adhesion Molecule - metabolism Epitopes Epitopes - metabolism Flow cytometry Heterogeneity Humanities and Social Sciences Hypoxia Lymphocytes - metabolism Mice multidisciplinary Nucleotide Motifs - genetics Proteins Proteins - metabolism Proteomics Reproducibility of Results Science Science (multidisciplinary) Sequence Analysis, DNA Single-Cell Analysis Transcription Factors - metabolism Transposase Transposases - metabolism Transposition Tumor cells Tumors |
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Title | Joint single-cell DNA accessibility and protein epitope profiling reveals environmental regulation of epigenomic heterogeneity |
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