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1.
Genes Dev ; 30(3): 321-36, 2016 Feb 01.
Article in English | MEDLINE | ID: mdl-26833731

ABSTRACT

Oncogene-induced senescence (OIS) and therapy-induced senescence (TIS), while tumor-suppressive, also promote procarcinogenic effects by activating the DNA damage response (DDR), which in turn induces inflammation. This inflammatory response prominently includes an array of cytokines known as the senescence-associated secretory phenotype (SASP). Previous observations link the transcription-associated methyltransferase and oncoprotein MLL1 to the DDR, leading us to investigate the role of MLL1 in SASP expression. Our findings reveal direct MLL1 epigenetic control over proproliferative cell cycle genes: MLL1 inhibition represses expression of proproliferative cell cycle regulators required for DNA replication and DDR activation, thus disabling SASP expression. Strikingly, however, these effects of MLL1 inhibition on SASP gene expression do not impair OIS and, furthermore, abolish the ability of the SASP to enhance cancer cell proliferation. More broadly, MLL1 inhibition also reduces "SASP-like" inflammatory gene expression from cancer cells in vitro and in vivo independently of senescence. Taken together, these data demonstrate that MLL1 inhibition may be a powerful and effective strategy for inducing cancerous growth arrest through the direct epigenetic regulation of proliferation-promoting genes and the avoidance of deleterious OIS- or TIS-related tumor secretomes, which can promote both drug resistance and tumor progression.


Subject(s)
Cellular Senescence/genetics , Gene Expression Regulation, Neoplastic/genetics , Histone-Lysine N-Methyltransferase/genetics , Histone-Lysine N-Methyltransferase/metabolism , Myeloid-Lymphoid Leukemia Protein/genetics , Myeloid-Lymphoid Leukemia Protein/metabolism , Signal Transduction/genetics , Ataxia Telangiectasia Mutated Proteins/metabolism , Cell Cycle Proteins/genetics , Cell Line , Cell Proliferation , DNA Damage , Gene Knockdown Techniques , HEK293 Cells , Histone-Lysine N-Methyltransferase/antagonists & inhibitors , Humans , Inflammation/genetics , MCF-7 Cells , Myeloid-Lymphoid Leukemia Protein/antagonists & inhibitors , NF-kappa B/metabolism , Neoplasms/physiopathology , Phenotype
2.
Nature ; 546(7658): 381-386, 2017 06 15.
Article in English | MEDLINE | ID: mdl-28562591

ABSTRACT

Metabolic production of acetyl coenzyme A (acetyl-CoA) is linked to histone acetylation and gene regulation, but the precise mechanisms of this process are largely unknown. Here we show that the metabolic enzyme acetyl-CoA synthetase 2 (ACSS2) directly regulates histone acetylation in neurons and spatial memory in mammals. In a neuronal cell culture model, ACSS2 increases in the nuclei of differentiating neurons and localizes to upregulated neuronal genes near sites of elevated histone acetylation. A decrease in ACSS2 lowers nuclear acetyl-CoA levels, histone acetylation, and responsive expression of the cohort of neuronal genes. In adult mice, attenuation of hippocampal ACSS2 expression impairs long-term spatial memory, a cognitive process that relies on histone acetylation. A decrease in ACSS2 in the hippocampus also leads to defective upregulation of memory-related neuronal genes that are pre-bound by ACSS2. These results reveal a connection between cellular metabolism, gene regulation, and neural plasticity and establish a link between acetyl-CoA generation 'on-site' at chromatin for histone acetylation and the transcription of key neuronal genes.


Subject(s)
Acetate-CoA Ligase/metabolism , Hippocampus/enzymology , Hippocampus/physiology , Histones/metabolism , Memory/physiology , Neuronal Plasticity/genetics , Transcriptional Activation , Acetate-CoA Ligase/deficiency , Acetate-CoA Ligase/genetics , Acetyl Coenzyme A/metabolism , Acetylation , Animals , Cell Differentiation , Cell Nucleus/metabolism , Cells, Cultured , Chromatin/enzymology , Chromatin/genetics , Chromatin/metabolism , Gene Expression Regulation, Enzymologic , Hippocampus/metabolism , Histones/chemistry , Memory Consolidation/physiology , Mice , Neuronal Plasticity/physiology , Neurons/cytology , Neurons/metabolism , Up-Regulation
3.
Nature ; 527(7576): 105-9, 2015 Nov 05.
Article in English | MEDLINE | ID: mdl-26524528

ABSTRACT

Macroautophagy (hereafter referred to as autophagy) is a catabolic membrane trafficking process that degrades a variety of cellular constituents and is associated with human diseases. Although extensive studies have focused on autophagic turnover of cytoplasmic materials, little is known about the role of autophagy in degrading nuclear components. Here we report that the autophagy machinery mediates degradation of nuclear lamina components in mammals. The autophagy protein LC3/Atg8, which is involved in autophagy membrane trafficking and substrate delivery, is present in the nucleus and directly interacts with the nuclear lamina protein lamin B1, and binds to lamin-associated domains on chromatin. This LC3-lamin B1 interaction does not downregulate lamin B1 during starvation, but mediates its degradation upon oncogenic insults, such as by activated RAS. Lamin B1 degradation is achieved by nucleus-to-cytoplasm transport that delivers lamin B1 to the lysosome. Inhibiting autophagy or the LC3-lamin B1 interaction prevents activated RAS-induced lamin B1 loss and attenuates oncogene-induced senescence in primary human cells. Our study suggests that this new function of autophagy acts as a guarding mechanism protecting cells from tumorigenesis.


Subject(s)
Autophagy , Nuclear Lamina/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Animals , Autophagy-Related Protein 8 Family , Cell Transformation, Neoplastic , Cells, Cultured , Cellular Senescence , Chromatin/chemistry , Chromatin/metabolism , Cytoplasm/metabolism , Fibroblasts , HEK293 Cells , Humans , Lamin Type B/genetics , Lamin Type B/metabolism , Lysosomes/metabolism , Mice , Microfilament Proteins/metabolism , Microtubule-Associated Proteins/metabolism , Oncogene Protein p21(ras)/metabolism , Protein Binding , Proteolysis
4.
BMC Cancer ; 19(1): 832, 2019 Aug 23.
Article in English | MEDLINE | ID: mdl-31443703

ABSTRACT

BACKGROUND: Blood-based methods using cell-free DNA (cfDNA) are under development as an alternative to existing screening tests. However, early-stage detection of cancer using tumor-derived cfDNA has proven challenging because of the small proportion of cfDNA derived from tumor tissue in early-stage disease. A machine learning approach to discover signatures in cfDNA, potentially reflective of both tumor and non-tumor contributions, may represent a promising direction for the early detection of cancer. METHODS: Whole-genome sequencing was performed on cfDNA extracted from plasma samples (N = 546 colorectal cancer and 271 non-cancer controls). Reads aligning to protein-coding gene bodies were extracted, and read counts were normalized. cfDNA tumor fraction was estimated using IchorCNA. Machine learning models were trained using k-fold cross-validation and confounder-based cross-validations to assess generalization performance. RESULTS: In a colorectal cancer cohort heavily weighted towards early-stage cancer (80% stage I/II), we achieved a mean AUC of 0.92 (95% CI 0.91-0.93) with a mean sensitivity of 85% (95% CI 83-86%) at 85% specificity. Sensitivity generally increased with tumor stage and increasing tumor fraction. Stratification by age, sequencing batch, and institution demonstrated the impact of these confounders and provided a more accurate assessment of generalization performance. CONCLUSIONS: A machine learning approach using cfDNA achieved high sensitivity and specificity in a large, predominantly early-stage, colorectal cancer cohort. The possibility of systematic technical and institution-specific biases warrants similar confounder analyses in other studies. Prospective validation of this machine learning method and evaluation of a multi-analyte approach are underway.


Subject(s)
Biomarkers, Tumor , Circulating Tumor DNA , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Genome, Human , Genomics , Machine Learning , Aged , Aged, 80 and over , Colorectal Neoplasms/blood , Computational Biology/methods , Female , Gene Expression Profiling , Genomics/methods , Humans , Male , Middle Aged , Neoplasm Staging , ROC Curve , Reproducibility of Results , Transcriptome
5.
Genome Res ; 25(2): 179-88, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25391375

ABSTRACT

Despite overwhelming evidence that transcriptional activation by TP53 is critical for its tumor suppressive activity, the mechanisms by which TP53 engages the genome in the context of chromatin to activate transcription are not well understood. Using a compendium of novel and existing genome-wide data sets, we examined the relationship between TP53 binding and the dynamics of the local chromatin environment. Our analysis revealed three distinct categories of TP53 binding events that differ based on the dynamics of the local chromatin environment. The first class of TP53 binding events occurs near transcriptional start sites (TSS) and is defined by previously characterized promoter-associated chromatin modifications. The second class comprises a large cohort of preestablished, promoter-distal enhancer elements that demonstrates dynamic histone acetylation and transcription upon TP53 binding. The third class of TP53 binding sites is devoid of classic chromatin modifications and, remarkably, fall within regions of inaccessible chromatin, suggesting that TP53 has intrinsic pioneer factor activity and binds within structurally inaccessible regions of chromatin. Intriguingly, these inaccessible TP53 binding sites feature several enhancer-like properties in cell types within the epithelial lineage, indicating that TP53 binding events include a group of "proto-enhancers" that become active enhancers given the appropriate cellular context. These data indicate that TP53, along with TP63, may act as pioneer factors to specify epithelial enhancers. Further, these findings suggest that rather than following a global cell-type invariant stress response program, TP53 may tune its response based on the lineage-specific epigenomic landscape.


Subject(s)
Chromatin Assembly and Disassembly , Chromatin/metabolism , Genome, Human , Tumor Suppressor Protein p53/metabolism , Acetylation , Binding Sites , Computational Biology , Databases, Genetic , Enhancer Elements, Genetic , Epigenesis, Genetic , Gene Expression Regulation , Histones/metabolism , Humans , Methylation , Organ Specificity , Protein Binding , Transcription Factors/metabolism , Transcription Initiation Site , Transcriptional Activation
6.
Science ; 354(6316): 1160-1165, 2016 12 02.
Article in English | MEDLINE | ID: mdl-27789795

ABSTRACT

Blocking Programmed Death-1 (PD-1) can reinvigorate exhausted CD8 T cells (TEX) and improve control of chronic infections and cancer. However, whether blocking PD-1 can reprogram TEX into durable memory T cells (TMEM) is unclear. We found that reinvigoration of TEX in mice by PD-L1 blockade caused minimal memory development. After blockade, reinvigorated TEX became reexhausted if antigen concentration remained high and failed to become TMEM upon antigen clearance. TEX acquired an epigenetic profile distinct from that of effector T cells (TEFF) and TMEM cells that was minimally remodeled after PD-L1 blockade. This finding suggests that TEX are a distinct lineage of CD8 T cells. Nevertheless, PD-1 pathway blockade resulted in transcriptional rewiring and reengagement of effector circuitry in the TEX epigenetic landscape. These data indicate that epigenetic fate inflexibility may limit current immunotherapies.


Subject(s)
B7-H1 Antigen/genetics , CD8-Positive T-Lymphocytes/immunology , Cellular Reprogramming/genetics , Epigenesis, Genetic , Immunologic Memory/genetics , Animals , B7-H1 Antigen/antagonists & inhibitors , CD8-Positive T-Lymphocytes/transplantation , Cell Lineage/genetics , Cellular Reprogramming/immunology , Female , Gene Regulatory Networks , Immunotherapy , Interleukin-7/metabolism , Mice , Mice, Inbred C57BL , Transcription, Genetic
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