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1.
Proc Natl Acad Sci U S A ; 117(27): 16072-16082, 2020 07 07.
Article in English | MEDLINE | ID: mdl-32571915

ABSTRACT

The extent to which immune cell phenotypes in the peripheral blood reflect within-tumor immune activity prior to and early in cancer therapy is unclear. To address this question, we studied the population dynamics of tumor and immune cells, and immune phenotypic changes, using clinical tumor and immune cell measurements and single-cell genomic analyses. These samples were serially obtained from a cohort of advanced gastrointestinal cancer patients enrolled in a trial with chemotherapy and immunotherapy. Using an ecological population model, fitted to clinical tumor burden and immune cell abundance data from each patient, we find evidence of a strong tumor-circulating immune cell interaction in responder patients but not in those patients that progress on treatment. Upon initiation of therapy, immune cell abundance increased rapidly in responsive patients, and once the peak level is reached tumor burden decreases, similar to models of predator-prey interactions; these dynamic patterns were absent in nonresponder patients. To interrogate phenotype dynamics of circulating immune cells, we performed single-cell RNA sequencing at serial time points during treatment. These data show that peripheral immune cell phenotypes were linked to the increased strength of patients' tumor-immune cell interaction, including increased cytotoxic differentiation and strong activation of interferon signaling in peripheral T cells in responder patients. Joint modeling of clinical and genomic data highlights the interactions between tumor and immune cell populations and reveals how variation in patient responsiveness can be explained by differences in peripheral immune cell signaling and differentiation soon after the initiation of immunotherapy.


Subject(s)
Cell Communication/immunology , Immunotherapy/methods , Neoplasms/immunology , Neoplasms/therapy , Phenotype , Tumor Microenvironment/immunology , Gene Expression Regulation , Humans , Immunologic Factors/genetics , Immunologic Factors/immunology , Monocytes/immunology , Sequence Analysis, RNA , Single-Cell Analysis , T-Lymphocytes/immunology
2.
Elife ; 72018 01 03.
Article in English | MEDLINE | ID: mdl-29297465

ABSTRACT

Development in higher organisms requires selective gene silencing, directed in part by di-/trimethylation of lysine 27 on histone H3 (H3K27me2/3). Knowledge of the cues that control formation of such repressive Polycomb domains is extremely limited. We exploited natural and engineered chromosomal rearrangements in the fungus Neurospora crassa to elucidate the control of H3K27me2/3. Analyses of H3K27me2/3 in strains bearing chromosomal rearrangements revealed both position-dependent and position-independent facultative heterochromatin. We found that proximity to chromosome ends is necessary to maintain, and sufficient to induce, transcriptionally repressive, subtelomeric H3K27me2/3. We ascertained that such telomere-proximal facultative heterochromatin requires native telomere repeats and found that a short array of ectopic telomere repeats, (TTAGGG)17, can induce a large domain (~225 kb) of H3K27me2/3. This provides an example of a cis-acting sequence that directs H3K27 methylation. Our findings provide new insight into the relationship between genome organization and control of heterochromatin formation.


Subject(s)
Gene Expression Regulation, Fungal , Histones/metabolism , Methylation , Neurospora crassa/physiology , Protein Processing, Post-Translational , Repetitive Sequences, Nucleic Acid , Telomere , Heterochromatin/metabolism , Neurospora crassa/genetics , Neurospora crassa/metabolism
3.
Proc Natl Acad Sci U S A ; 113(52): 15048-15053, 2016 12 27.
Article in English | MEDLINE | ID: mdl-27856763

ABSTRACT

High-throughput chromosome conformation capture (Hi-C) analyses revealed that the 3D structure of the Neurospora crassa genome is dominated by intra- and interchromosomal links between regions of heterochromatin, especially constitutive heterochromatin. Elimination of trimethylation of lysine 9 on histone H3 (H3K9me3) or its binding partner Heterochromatin Protein 1 (HP1)-both prominent features of constitutive heterochromatin-have little effect on the Hi-C pattern. It remained possible that di- or trimethylation of lysine 27 on histone H3 (H3K27me2/3), which becomes localized in regions of constitutive heterochromatin when H3K9me3 or HP1 are lost, plays a critical role in the 3D structure of the genome. We found that H3K27me2/3, catalyzed by the Polycomb Repressive Complex 2 (PRC2) member SET-7 (SET domain protein-7), does indeed play a prominent role in the Hi-C pattern of WT, but that its presence in regions normally occupied by H3K9me3 is not responsible for maintenance of the genome architecture when H3K9me3 is lost. The Hi-C pattern of a mutant defective in the PRC2 member N. crassa p55 (NPF), which is predominantly required for subtelomeric H3K27me2/3, was equivalent to that of the set-7 deletion strain, suggesting that subtelomeric facultative heterochromatin is paramount for normal chromosome conformation. Both PRC2 mutants showed decreased heterochromatin-heterochromatin contacts and increased euchromatin-heterochromatin contacts. Cytological observations suggested elimination of H3K27me2/3 leads to partial displacement of telomere clusters from the nuclear periphery. Transcriptional profiling of Δdim-5, Δset-7, Δset-7; Δdim-5, and Δnpf strains detailed anticipated changes in gene expression but did not support the idea that global changes in genome architecture, per se, led to altered transcription.


Subject(s)
Chromosomes/ultrastructure , Heterochromatin/chemistry , Neurospora crassa/metabolism , Chromobox Protein Homolog 5 , Chromosomal Proteins, Non-Histone , Cytosine/metabolism , DNA Methylation , DNA, Fungal/genetics , Fungal Proteins/metabolism , Gene Expression Profiling , Gene Silencing , Genome, Fungal , Histones/metabolism , Lysine/metabolism , Molecular Conformation , Neurospora crassa/genetics , Nucleic Acid Conformation , Sequence Analysis, RNA , Telomere/ultrastructure
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