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1.
Cancer Discov ; 13(4): 928-949, 2023 04 03.
Article in English | MEDLINE | ID: mdl-36715552

ABSTRACT

Small-cell lung cancer (SCLC) is an aggressive neuroendocrine lung cancer. Oncogenic MYC amplifications drive SCLC heterogeneity, but the genetic mechanisms of MYC amplification and phenotypic plasticity, characterized by neuroendocrine and nonneuroendocrine cell states, are not known. Here, we integrate whole-genome sequencing, long-range optical mapping, single-cell DNA sequencing, and fluorescence in situ hybridization to find extrachromosomal DNA (ecDNA) as a primary source of SCLC oncogene amplifications and driver fusions. ecDNAs bring to proximity enhancer elements and oncogenes, creating SCLC transcription-amplifying units, driving exceptionally high MYC gene dosage. We demonstrate that cell-free nucleosome profiling can noninvasively detect ecDNA amplifications in plasma, facilitating its genome-wide interrogation in SCLC and other cancers. Altogether, our work provides the first comprehensive map of SCLC ecDNA and describes a new mechanism that governs MYC-driven SCLC heterogeneity. ecDNA-enabled transcriptional flexibility may explain the significantly worse survival outcomes of SCLC harboring complex ecDNA amplifications. SIGNIFICANCE: MYC drives SCLC progression, but the genetic basis of MYC-driven SCLC evolution is unknown. Using SCLC as a paradigm, we report how ecDNA amplifications function as MYC-amplifying units, fostering tumor plasticity and a high degree of tumor heterogeneity. This article is highlighted in the In This Issue feature, p. 799.


Subject(s)
Lung Neoplasms , Small Cell Lung Carcinoma , Humans , Small Cell Lung Carcinoma/genetics , In Situ Hybridization, Fluorescence , Lung Neoplasms/genetics , Oncogenes , DNA , Gene Amplification
4.
Nat Biotechnol ; 39(5): 586-598, 2021 05.
Article in English | MEDLINE | ID: mdl-33432199

ABSTRACT

Cell-free DNA (cfDNA) in human plasma provides access to molecular information about the pathological processes in the organs or tumors from which it originates. These DNA fragments are derived from fragmented chromatin in dying cells and retain some of the cell-of-origin histone modifications. In this study, we applied chromatin immunoprecipitation of cell-free nucleosomes carrying active chromatin modifications followed by sequencing (cfChIP-seq) to 268 human samples. In healthy donors, we identified bone marrow megakaryocytes, but not erythroblasts, as major contributors to the cfDNA pool. In patients with a range of liver diseases, we showed that we can identify pathology-related changes in hepatocyte transcriptional programs. In patients with metastatic colorectal carcinoma, we detected clinically relevant and patient-specific information, including transcriptionally active human epidermal growth factor receptor 2 (HER2) amplifications. Altogether, cfChIP-seq, using low sequencing depth, provides systemic and genome-wide information and can inform diagnosis and facilitate interrogation of physiological and pathological processes using blood samples.


Subject(s)
Chromatin Immunoprecipitation , Colorectal Neoplasms/genetics , Enhancer Elements, Genetic/genetics , Promoter Regions, Genetic/genetics , Cell-Free System , Colorectal Neoplasms/pathology , Gene Expression Regulation, Neoplastic , Hepatocytes/metabolism , Hepatocytes/pathology , Humans , Neoplasm Metastasis , Nucleosomes/genetics , Sequence Analysis, DNA/methods
5.
Mol Syst Biol ; 15(8): e8939, 2019 08.
Article in English | MEDLINE | ID: mdl-31464369

ABSTRACT

Cells respond to environmental fluctuations by regulating multiple transcriptional programs. This response can be studied by measuring the effect of environmental changes on the transcriptome or the proteome of the cell at the end of the response. However, the dynamics of the response reflect the working of the regulatory mechanisms in action. Here, we utilized a fluorescent stress reporter gene to track the dynamics of protein production in yeast responding to environmental stress. The response is modulated by changes in both the duration and rate of transcription. We probed the underlying molecular pathways controlling these two dimensions using a library of ~1,600 single- and double-mutant strains. Dissection of the effects of these mutants and the interactions between them identified distinct modulators of response duration and response rate. Using a combination of mRNA-seq and live-cell microscopy, we uncover mechanisms by which Msn2/4, Mck1, Msn5, and the cAMP/PKA pathway modulate the response of a large module of stress-induced genes in two discrete regulatory phases. Our results and analysis show that transcriptional stress response is regulated by multiple mechanisms that overlap in time and cellular location.


Subject(s)
DNA-Binding Proteins/genetics , Gene Expression Regulation, Fungal , Glycogen Synthase Kinase 3/genetics , RNA, Messenger/genetics , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae/genetics , Transcription Factors/genetics , Cyclic AMP/metabolism , Cyclic AMP-Dependent Protein Kinases/genetics , Cyclic AMP-Dependent Protein Kinases/metabolism , DNA-Binding Proteins/metabolism , Gene Expression Profiling , Gene-Environment Interaction , Genes, Reporter , Glycogen Synthase Kinase 3/deficiency , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Karyopherins/genetics , Karyopherins/metabolism , Mutation , Potassium Chloride/pharmacology , RNA, Messenger/metabolism , Saccharomyces cerevisiae/drug effects , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae Proteins/metabolism , Signal Transduction , Stress, Physiological , Transcription Factors/metabolism , Transcription, Genetic
6.
Elife ; 72018 06 05.
Article in English | MEDLINE | ID: mdl-29869985

ABSTRACT

Cellular redox status affects diverse cellular functions, including proliferation, protein homeostasis, and aging. Thus, individual differences in redox status can give rise to distinct sub-populations even among cells with identical genetic backgrounds. Here, we have created a novel methodology to track redox status at single cell resolution using the redox-sensitive probe Grx1-roGFP2. Our method allows identification and sorting of sub-populations with different oxidation levels in either the cytosol, mitochondria or peroxisomes. Using this approach, we defined a redox-dependent heterogeneity of yeast cells and characterized growth, as well as proteomic and transcriptomic profiles of distinctive redox subpopulations. We report that, starting in late logarithmic growth, cells of the same age have a bi-modal distribution of oxidation status. A comparative proteomic analysis between these populations identified three key proteins, Hsp30, Dhh1, and Pnc1, which affect basal oxidation levels and may serve as first line of defense proteins in redox homeostasis.


Subject(s)
Proteome/analysis , Saccharomyces cerevisiae Proteins/metabolism , Saccharomyces cerevisiae/metabolism , Single-Cell Analysis/methods , Transcriptome , Cytosol/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Homeostasis , Mitochondria/metabolism , Oxidation-Reduction , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/growth & development , Saccharomyces cerevisiae Proteins/genetics
7.
Cell Rep ; 22(10): 2797-2807, 2018 03 06.
Article in English | MEDLINE | ID: mdl-29514105

ABSTRACT

Transcription factor (TF) binding to DNA is crucial for transcriptional regulation. There are multiple methods for mapping such binding. These methods balance between input requirements, spatial resolution, and compatibility with high-throughput automation. Here, we describe SLIM-ChIP (short-fragment-enriched, low-input, indexed MNase ChIP), which combines enzymatic fragmentation of chromatin and on-bead indexing to address these desiderata. SLIM-ChIP reproduces a high-resolution binding map of yeast Reb1 comparable with existing methods, yet with less input material and full compatibility with high-throughput procedures. We demonstrate the robustness and flexibility of SLIM-ChIP by probing additional factors in yeast and mouse. Finally, we show that SLIM-ChIP provides information on the chromatin landscape surrounding the bound transcription factor. We identify a class of Reb1 sites where the proximal -1 nucleosome tightly interacts with Reb1 and maintains unidirectional transcription. SLIM-ChIP is an attractive solution for mapping DNA binding proteins and charting the surrounding chromatin occupancy landscape at a single-cell level.


Subject(s)
Chromatin/metabolism , Transcription Factors/metabolism , Animals , Base Sequence , Cell Line , Chromatin Immunoprecipitation , Genome , Mice , Nucleosomes/metabolism , Promoter Regions, Genetic/genetics , Protein Binding , Saccharomyces cerevisiae/metabolism , Transcription Initiation, Genetic
8.
Mol Syst Biol ; 11(10): 829, 2015 Oct 07.
Article in English | MEDLINE | ID: mdl-26446933

ABSTRACT

Cells must quickly respond and efficiently adapt to environmental changes. The yeast Saccharomyces cerevisiae has multiple pathways that respond to specific environmental insults, as well as a generic stress response program. The later is regulated by two transcription factors, Msn2 and Msn4, that integrate information from upstream pathways to produce fast, tunable, and robust response to different environmental changes. To understand this integration, we employed a systematic approach to genetically dissect the contribution of various cellular pathways to Msn2/4 regulation under a range of stress and growth conditions. We established a high-throughput liquid handling and automated flow cytometry system and measured GFP levels in 68 single-knockout and 1,566 double-knockout strains that carry an HSP12-GFP allele as a reporter for Msn2/4 activity. Based on the expression of this Msn2/4 reporter in five different conditions, we identified numerous genetic and epistatic interactions between different components in the network upstream to Msn2/4. Our analysis gains new insights into the functional specialization of the RAS paralogs in the repression of stress response and identifies a three-way crosstalk between the Mediator complex, the HOG MAPK pathway, and the cAMP/PKA pathway.


Subject(s)
Cyclic AMP-Dependent Protein Kinases/metabolism , Cyclic AMP/metabolism , MAP Kinase Signaling System , Yeasts/enzymology , Yeasts/metabolism
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