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1.
Cancer Res ; 82(21): 4044-4057, 2022 11 02.
Article in English | MEDLINE | ID: mdl-36069976

ABSTRACT

Synthetic lethality is a genetic interaction that results in cell death when two genetic deficiencies co-occur but not when either deficiency occurs alone, which can be co-opted for cancer therapeutics. Pairs of paralog genes are among the most straightforward potential synthetic-lethal interactions by virtue of their redundant functions. Here, we demonstrate a paralog-based synthetic lethality by targeting vaccinia-related kinase 1 (VRK1) in glioblastoma (GBM) deficient of VRK2, which is silenced by promoter methylation in approximately two thirds of GBM. Genetic knockdown of VRK1 in VRK2-null or VRK2-methylated cells resulted in decreased activity of the downstream substrate barrier to autointegration factor (BAF), a regulator of post-mitotic nuclear envelope formation. Reduced BAF activity following VRK1 knockdown caused nuclear lobulation, blebbing, and micronucleation, which subsequently resulted in G2-M arrest and DNA damage. The VRK1-VRK2 synthetic-lethal interaction was dependent on VRK1 kinase activity and was rescued by ectopic expression of VRK2. In VRK2-methylated GBM cell line-derived xenograft and patient-derived xenograft models, knockdown of VRK1 led to robust tumor growth inhibition. These results indicate that inhibiting VRK1 kinase activity could be a viable therapeutic strategy in VRK2-methylated GBM. SIGNIFICANCE: A paralog synthetic-lethal interaction between VRK1 and VRK2 sensitizes VRK2-methylated glioblastoma to perturbation of VRK1 kinase activity, supporting VRK1 as a drug discovery target in this disease.


Subject(s)
Glioblastoma , Humans , Apoptosis , Cell Line, Tumor , G2 Phase Cell Cycle Checkpoints , Vaccinia virus , Phosphorylation , Protein Serine-Threonine Kinases
2.
Cell ; 185(11): 1924-1942.e23, 2022 05 26.
Article in English | MEDLINE | ID: mdl-35525247

ABSTRACT

For many solid malignancies, lymph node (LN) involvement represents a harbinger of distant metastatic disease and, therefore, an important prognostic factor. Beyond its utility as a biomarker, whether and how LN metastasis plays an active role in shaping distant metastasis remains an open question. Here, we develop a syngeneic melanoma mouse model of LN metastasis to investigate how tumors spread to LNs and whether LN colonization influences metastasis to distant tissues. We show that an epigenetically instilled tumor-intrinsic interferon response program confers enhanced LN metastatic potential by enabling the evasion of NK cells and promoting LN colonization. LN metastases resist T cell-mediated cytotoxicity, induce antigen-specific regulatory T cells, and generate tumor-specific immune tolerance that subsequently facilitates distant tumor colonization. These effects extend to human cancers and other murine cancer models, implicating a conserved systemic mechanism by which malignancies spread to distant organs.


Subject(s)
Lymph Nodes , Melanoma , Animals , Immune Tolerance , Immunotherapy , Lymphatic Metastasis/pathology , Melanoma/pathology , Mice
3.
Cell ; 184(18): 4734-4752.e20, 2021 09 02.
Article in English | MEDLINE | ID: mdl-34450029

ABSTRACT

Immune responses to cancer are highly variable, with mismatch repair-deficient (MMRd) tumors exhibiting more anti-tumor immunity than mismatch repair-proficient (MMRp) tumors. To understand the rules governing these varied responses, we transcriptionally profiled 371,223 cells from colorectal tumors and adjacent normal tissues of 28 MMRp and 34 MMRd individuals. Analysis of 88 cell subsets and their 204 associated gene expression programs revealed extensive transcriptional and spatial remodeling across tumors. To discover hubs of interacting malignant and immune cells, we identified expression programs in different cell types that co-varied across tumors from affected individuals and used spatial profiling to localize coordinated programs. We discovered a myeloid cell-attracting hub at the tumor-luminal interface associated with tissue damage and an MMRd-enriched immune hub within the tumor, with activated T cells together with malignant and myeloid cells expressing T cell-attracting chemokines. By identifying interacting cellular programs, we reveal the logic underlying spatially organized immune-malignant cell networks.


Subject(s)
Colorectal Neoplasms/immunology , Colorectal Neoplasms/pathology , Bone Morphogenetic Proteins/metabolism , Cancer-Associated Fibroblasts/metabolism , Cancer-Associated Fibroblasts/pathology , Cell Compartmentation , Cell Line, Tumor , Chemokines/metabolism , Cohort Studies , Colorectal Neoplasms/genetics , DNA Mismatch Repair/genetics , Endothelial Cells/metabolism , Gene Expression Regulation, Neoplastic , Humans , Immunity , Inflammation/pathology , Monocytes/pathology , Myeloid Cells/pathology , Neutrophils/pathology , Stromal Cells/metabolism , T-Lymphocytes/metabolism , Transcription, Genetic
4.
Cancer Cell ; 38(2): 229-246.e13, 2020 08 10.
Article in English | MEDLINE | ID: mdl-32707077

ABSTRACT

Tumor evolution from a single cell into a malignant, heterogeneous tissue remains poorly understood. Here, we profile single-cell transcriptomes of genetically engineered mouse lung tumors at seven stages, from pre-neoplastic hyperplasia to adenocarcinoma. The diversity of transcriptional states increases over time and is reproducible across tumors and mice. Cancer cells progressively adopt alternate lineage identities, computationally predicted to be mediated through a common transitional, high-plasticity cell state (HPCS). Accordingly, HPCS cells prospectively isolated from mouse tumors and human patient-derived xenografts display high capacity for differentiation and proliferation. The HPCS program is associated with poor survival across human cancers and demonstrates chemoresistance in mice. Our study reveals a central principle underpinning intra-tumoral heterogeneity and motivates therapeutic targeting of the HPCS.


Subject(s)
Cell Plasticity/genetics , Epithelial Cells/metabolism , Epithelial-Mesenchymal Transition/genetics , Lung Neoplasms/genetics , Neoplastic Stem Cells/metabolism , Animals , Cell Differentiation/genetics , Cell Line, Tumor , Cell Proliferation/genetics , Cells, Cultured , Disease Models, Animal , Epithelial Cells/cytology , Genetic Heterogeneity , Humans , Lung Neoplasms/pathology , Mice , Single-Cell Analysis/methods , Transcriptome/genetics
5.
Science ; 368(6490): 497-505, 2020 05 01.
Article in English | MEDLINE | ID: mdl-32355025

ABSTRACT

Androgen deprivation is the cornerstone of prostate cancer treatment. It results in involution of the normal gland to ~90% of its original size because of the loss of luminal cells. The prostate regenerates when androgen is restored, a process postulated to involve stem cells. Using single-cell RNA sequencing, we identified a rare luminal population in the mouse prostate that expresses stemlike genes (Sca1 + and Psca +) and a large population of differentiated cells (Nkx3.1 +, Pbsn +). In organoids and in mice, both populations contribute equally to prostate regeneration, partly through androgen-driven expression of growth factors (Nrg2, Rspo3) by mesenchymal cells acting in a paracrine fashion on luminal cells. Analysis of human prostate tissue revealed similar differentiated and stemlike luminal subpopulations that likewise acquire enhanced regenerative potential after androgen ablation. We propose that prostate regeneration is driven by nearly all persisting luminal cells, not just by rare stem cells.


Subject(s)
Androgens/metabolism , Prostate/physiology , Prostate/surgery , Prostatic Neoplasms/surgery , Regeneration , Androgen Antagonists/therapeutic use , Androgen-Binding Protein/genetics , Animals , Antigens, Neoplasm/genetics , Ataxin-1/genetics , Cell Differentiation/genetics , GPI-Linked Proteins/genetics , Gene Expression , Homeodomain Proteins/genetics , Humans , Male , Mesenchymal Stem Cells/physiology , Mice , Neoplasm Proteins/genetics , Nerve Growth Factors/genetics , Organ Size , Organoids/metabolism , Organoids/physiology , Prostate/metabolism , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/metabolism , Regeneration/genetics , Sequence Analysis, RNA , Single-Cell Analysis , Thrombospondins/genetics , Transcription Factors/genetics
6.
Genome Biol ; 21(1): 107, 2020 05 07.
Article in English | MEDLINE | ID: mdl-32381040

ABSTRACT

BACKGROUND: Tumors comprise a complex microenvironment of interacting malignant and stromal cell types. Much of our understanding of the tumor microenvironment comes from in vitro studies isolating the interactions between malignant cells and a single stromal cell type, often along a single pathway. RESULT: To develop a deeper understanding of the interactions between cells within human lung tumors, we perform RNA-seq profiling of flow-sorted malignant cells, endothelial cells, immune cells, fibroblasts, and bulk cells from freshly resected human primary non-small-cell lung tumors. We map the cell-specific differential expression of prognostically associated secreted factors and cell surface genes, and computationally reconstruct cross-talk between these cell types to generate a novel resource called the Lung Tumor Microenvironment Interactome (LTMI). Using this resource, we identify and validate a prognostically unfavorable influence of Gremlin-1 production by fibroblasts on proliferation of malignant lung adenocarcinoma cells. We also find a prognostically favorable association between infiltration of mast cells and less aggressive tumor cell behavior. CONCLUSION: These results illustrate the utility of the LTMI as a resource for generating hypotheses concerning tumor-microenvironment interactions that may have prognostic and therapeutic relevance.


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Cell Communication , Lung Neoplasms/metabolism , Receptor Cross-Talk , Tumor Microenvironment , Adenocarcinoma/metabolism , Cell Line, Tumor , Fibroblasts/metabolism , Humans , Intercellular Signaling Peptides and Proteins/metabolism , Primary Cell Culture
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