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1.
Mol Cancer Ther ; 23(4): 421-435, 2024 Apr 02.
Article in English | MEDLINE | ID: mdl-38030380

ABSTRACT

IL12 is a proinflammatory cytokine, that has shown promising antitumor activity in humans by promoting the recruitment and activation of immune cells in tumors. However, the systemic administration of IL12 has been accompanied by considerable toxicity, prompting interest in researching alternatives to drive preferential IL12 bioactivity in the tumor. Here, we have generated XTX301, a tumor-activated IL12 linked to the human Fc protein via a protease cleavable linker that is pharmacologically inactivated by an IL12 receptor subunit beta 2 masking domain. In vitro characterization demonstrates multiple matrix metalloproteases, as well as human primary tumors cultured as cell suspensions, can effectively activate XTX301. Intravenous administration of a mouse surrogate mXTX301 demonstrated significant tumor growth inhibition (TGI) in inflamed and non-inflamed mouse models without causing systemic toxicities. The superiority of mXTX301 in mediating TGI compared with non-activatable control molecules and the greater percentage of active mXTX301 in tumors versus other organs further confirms activation by the tumor microenvironment-associated proteases in vivo. Pharmacodynamic characterization shows tumor selective increases in inflammation and upregulation of immune-related genes involved in IFNγ cell signaling, antigen processing, presentation, and adaptive immune response. XTX301 was tolerated following four repeat doses up to 2.0 mg/kg in a nonhuman primate study; XTX301 exposures were substantially higher than those at the minimally efficacious dose in mice. Thus, XTX301 has the potential to achieve potent antitumor activity while widening the therapeutic index of IL12 treatment and is currently being evaluated in a phase I clinical trial.


Subject(s)
Interleukin-12 , Neoplasms , Humans , Mice , Animals , Interleukin-12/metabolism , Neoplasms/drug therapy , Cytokines , Signal Transduction , Therapeutic Index , Tumor Microenvironment
2.
Methods Mol Biol ; 2684: 45-57, 2023.
Article in English | MEDLINE | ID: mdl-37410227

ABSTRACT

Accumulation of somatic mutations is a hallmark of cancer. Defects in DNA metabolism and DNA repair and exposure to mutagens may result in characteristic nonrandom profiles of DNA mutations, also known as mutational signatures. Resolving mutational signatures can help identifying genetic instability processes active in human cancer samples, and there is an expectation that this information might be exploited in the future for drug discovery and personalized treatment.Here we show how to analyze bladder cancer mutation data using mutSignatures, an open-source R-based computational framework aimed at investigating DNA mutational signatures. We illustrate the typical steps of a mutational signature analysis. We start by importing and pre-processing mutation data from a list of Variant Call Format (VCF) files. Next, we show how to perform de novo mutational signature extraction and how to determine activity of previously resolved mutational signatures, including Catalogue of Somatic Mutations In Cancer (COSMIC) signatures. Finally, we provide insights into parameter selection, algorithm tuning, and data visualization.Overall, the chapter guides the reader through all steps of a mutational signature analysis using R and mutSignatures, a software that may help gathering insights into genetic instability and cancer biology.


Subject(s)
Neoplasms , Humans , Mutation , Neoplasms/genetics , Mutagens , Software , DNA/metabolism , DNA Mutational Analysis
3.
PLoS Comput Biol ; 19(4): e1010995, 2023 04.
Article in English | MEDLINE | ID: mdl-37068117

ABSTRACT

Our understanding of how speed and persistence of cell migration affects the growth rate and size of tumors remains incomplete. To address this, we developed a mathematical model wherein cells migrate in two-dimensional space, divide, die or intravasate into the vasculature. Exploring a wide range of speed and persistence combinations, we find that tumor growth positively correlates with increasing speed and higher persistence. As a biologically relevant example, we focused on Golgi fragmentation, a phenomenon often linked to alterations of cell migration. Golgi fragmentation was induced by depletion of Giantin, a Golgi matrix protein, the downregulation of which correlates with poor patient survival. Applying the experimentally obtained migration and invasion traits of Giantin depleted breast cancer cells to our mathematical model, we predict that loss of Giantin increases the number of intravasating cells. This prediction was validated, by showing that circulating tumor cells express significantly less Giantin than primary tumor cells. Altogether, our computational model identifies cell migration traits that regulate tumor progression and uncovers a role of Giantin in breast cancer progression.


Subject(s)
Breast Neoplasms , Membrane Proteins , Humans , Female , Membrane Proteins/metabolism , Golgi Matrix Proteins/metabolism , Breast Neoplasms/metabolism , Golgi Apparatus/metabolism , Golgi Apparatus/pathology
4.
Sci Adv ; 8(40): eabo8043, 2022 10 07.
Article in English | MEDLINE | ID: mdl-36197969

ABSTRACT

The long-term survival of patients with advanced urothelial carcinoma (UCa) is limited because of innate resistance to treatment. We identified elevated expression of the histone methyltransferase EZH2 as a hallmark of aggressive UCa and hypothesized that EZH2 inhibition, via a small-molecule catalytic inhibitor, might have antitumor effects in UCa. Here, in a carcinogen-induced mouse bladder cancer model, a reduction in tumor progression and an increase in immune infiltration upon EZH2 inhibition were observed. Treatment of mice with EZH2i causes an increase in MHC class II expression in the urothelium and can activate infiltrating T cells. Unexpectedly, we found that the lack of an intact adaptive immune system completely abolishes the antitumor effects induced by EZH2 catalytic inhibition. These findings show that immune evasion is the only important determinant for the efficacy of EZH2 catalytic inhibition treatment in a UCa model.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Animals , Carcinogens , Cell Line, Tumor , Enhancer of Zeste Homolog 2 Protein/metabolism , Histone Methyltransferases , Mice , Urinary Bladder Neoplasms/metabolism
5.
Glia ; 70(10): 1950-1970, 2022 10.
Article in English | MEDLINE | ID: mdl-35809238

ABSTRACT

Multiple sclerosis (MS) is a central nervous system (CNS) autoimmune disease characterized by inflammation, demyelination, and neurodegeneration. The ideal MS therapy would both specifically inhibit the underlying autoimmune response and promote repair/regeneration of myelin as well as maintenance of axonal integrity. Currently approved MS therapies consist of non-specific immunosuppressive molecules/antibodies which block activation or CNS homing of autoreactive T cells, but there are no approved therapies for stimulation of remyelination nor maintenance of axonal integrity. In an effort to repurpose an FDA-approved medication for myelin repair, we chose to examine the effectiveness of digoxin, a cardiac glycoside (Na+ /K+ ATPase inhibitor), originally identified as pro-myelinating in an in vitro screen. We found that digoxin regulated multiple genes in oligodendrocyte progenitor cells (OPCs) essential for oligodendrocyte (OL) differentiation in vitro, promoted OL differentiation both in vitro and in vivo in female naïve C57BL/6J (B6) mice, and stimulated recovery of myelinated axons in B6 mice following demyelination in the corpus callosum induced by cuprizone and spinal cord demyelination induced by lysophosphatidylcholine (LPC), respectively. More relevant to treatment of MS, we show that digoxin treatment of mice with established MOG35-55 -induced Th1/Th17-mediated chronic EAE combined with tolerance induced by the i.v. infusion of biodegradable poly(lactide-co-glycolide) nanoparticles coupled with MOG35-55 (PLG-MOG35-55 ) completely ameliorated clinical disease symptoms and stimulated recovery of OL lineage cell numbers. These findings provide critical pre-clinical evidence supporting future clinical trials of myelin-specific tolerance with myelin repair/regeneration drugs, such as digoxin, in MS patients.


Subject(s)
Cardiac Glycosides , Demyelinating Diseases , Multiple Sclerosis , Animals , Cardiac Glycosides/adverse effects , Cell Differentiation , Cuprizone , Demyelinating Diseases/chemically induced , Digoxin/adverse effects , Disease Models, Animal , Drug Repositioning , Female , Mice , Mice, Inbred C57BL , Multiple Sclerosis/drug therapy , Myelin Sheath/physiology , Oligodendroglia/physiology
7.
Blood Adv ; 5(3): 649-661, 2021 02 09.
Article in English | MEDLINE | ID: mdl-33560380

ABSTRACT

Primary cutaneous follicle center lymphomas (PCFCLs) are indolent B-cell lymphomas that predominantly remain skin restricted and manageable with skin-directed therapy. Conversely, secondary cutaneous involvement by usual systemic follicular lymphoma (secondary cutaneous follicular lymphoma [SCFL]) has a worse prognosis and often necessitates systemic therapy. Unfortunately, no histopathologic or genetic features reliably differentiate PCFCL from SCFL at diagnosis. Imaging may miss low-burden internal disease in some cases of SCFLs, leading to misclassification as PCFCL. Whereas usual systemic FL is well characterized genetically, the genomic landscapes of PCFCL and SCFL are unknown. Herein, we analyzed clinicopathologic and immunophenotypic data from 30 cases of PCFCL and 10 of SCFL and performed whole-exome sequencing on 18 specimens of PCFCL and 6 of SCFL. During a median follow-up of 7 years, 26 (87%) of the PCFCLs remained skin restricted. In the remaining 4 cases, systemic disease developed within 3 years of diagnosis. Although the SCFLs universally expressed BCL2 and had BCL2 rearrangements, 73% of the PCFCLs lacked BCL2 expression, and only 8% of skin-restricted PCFCLs had BCL2 rearrangements. SCFLs showed low proliferation fractions, whereas 75% of PCFCLs had proliferation fractions >30%. Of the SCFLs, 67% had characteristic loss-of-function CREBBP or KMT2D mutations vs none in skin-restricted PCFCL. Both SCFL and skin-restricted PCFCL showed frequent TNFRSF14 loss-of-function mutations and copy number loss at chromosome 1p36. These data together establish PCFCL as a unique entity with biological features distinct from usual systemic FL and SCFL. We propose 3 criteria based on BCL2 rearrangement, chromatin-modifying gene mutations (CREBBP, KMT2D, EZH2, and EP300), and proliferation index to classify cutaneous FL specimens based on the likelihood of concurrent or future systemic spread.


Subject(s)
Lymphoma, Follicular , Skin Neoplasms , Biomarkers, Tumor , Genomics , Humans , Lymphoma, Follicular/diagnosis , Lymphoma, Follicular/genetics , Prognosis , Skin Neoplasms/diagnosis , Skin Neoplasms/genetics
8.
Int J Mol Sci ; 22(3)2021 Jan 30.
Article in English | MEDLINE | ID: mdl-33573289

ABSTRACT

The growing attention toward the benefits of single-cell RNA sequencing (scRNA-seq) is leading to a myriad of computational packages for the analysis of different aspects of scRNA-seq data. For researchers without advanced programing skills, it is very challenging to combine several packages in order to perform the desired analysis in a simple and reproducible way. Here we present DIscBIO, an open-source, multi-algorithmic pipeline for easy, efficient and reproducible analysis of cellular sub-populations at the transcriptomic level. The pipeline integrates multiple scRNA-seq packages and allows biomarker discovery with decision trees and gene enrichment analysis in a network context using single-cell sequencing read counts through clustering and differential analysis. DIscBIO is freely available as an R package. It can be run either in command-line mode or through a user-friendly computational pipeline using Jupyter notebooks. We showcase all pipeline features using two scRNA-seq datasets. The first dataset consists of circulating tumor cells from patients with breast cancer. The second one is a cell cycle regulation dataset in myxoid liposarcoma. All analyses are available as notebooks that integrate in a sequential narrative R code with explanatory text and output data and images. R users can use the notebooks to understand the different steps of the pipeline and will guide them to explore their scRNA-seq data. We also provide a cloud version using Binder that allows the execution of the pipeline without the need of downloading R, Jupyter or any of the packages used by the pipeline. The cloud version can serve as a tutorial for training purposes, especially for those that are not R users or have limited programing skills. However, in order to do meaningful scRNA-seq analyses, all users will need to understand the implemented methods and their possible options and limitations.


Subject(s)
Biomarkers/analysis , Computational Biology/methods , RNA-Seq/methods , Single-Cell Analysis/methods , Animals , Breast Neoplasms/blood , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Cell Cycle/genetics , Datasets as Topic , Female , Gene Regulatory Networks , High-Throughput Nucleotide Sequencing , Humans , Liposarcoma, Myxoid/diagnosis , Liposarcoma, Myxoid/genetics , Mice , Neoplastic Cells, Circulating/pathology , Software , Zebrafish
9.
Sci Rep ; 10(1): 18217, 2020 10 26.
Article in English | MEDLINE | ID: mdl-33106540

ABSTRACT

Cancer cells accumulate somatic mutations as result of DNA damage, inaccurate repair and other mechanisms. Different genetic instability processes result in characteristic non-random patterns of DNA mutations, also known as mutational signatures. We developed mutSignatures, an integrated R-based computational framework aimed at deciphering DNA mutational signatures. Our software provides advanced functions for importing DNA variants, computing mutation types, and extracting mutational signatures via non-negative matrix factorization. Specifically, mutSignatures accepts multiple types of input data, is compatible with non-human genomes, and supports the analysis of non-standard mutation types, such as tetra-nucleotide mutation types. We applied mutSignatures to analyze somatic mutations found in smoking-related cancer datasets. We characterized mutational signatures that were consistent with those reported before in independent investigations. Our work demonstrates that selected mutational signatures correlated with specific clinical and molecular features across different cancer types, and revealed complementarity of specific mutational patterns that has not previously been identified. In conclusion, we propose mutSignatures as a powerful open-source tool for detecting the molecular determinants of cancer and gathering insights into cancer biology and treatment.


Subject(s)
Computational Biology/methods , DNA Mutational Analysis/methods , Databases, Genetic/statistics & numerical data , Mutation , Neoplasms/genetics , Smoking/adverse effects , Software/standards , Algorithms , Humans , Neoplasms/etiology , Neoplasms/pathology , Smoking/genetics
10.
Lupus Sci Med ; 7(1)2020 10.
Article in English | MEDLINE | ID: mdl-33037080

ABSTRACT

OBJECTIVE: To characterise the molecular pathways impacted by the pharmacologic effects of the Janus kinase (JAK) 1 and JAK2 inhibitor baricitinib in SLE. METHODS: In a phase II, 24-week, randomised, placebo-controlled, double-blind study (JAHH), RNA was isolated from whole blood in 274 patients and analysed using Affymetrix HTA2.0 array. Serum cytokines were measured using ultrasensitive quantitative assays. RESULTS: Gene expression profiling demonstrated an elevation of STAT1, STAT2 and multiple interferon (IFN) responsive genes at baseline in patients with SLE. Statistical and gene network analyses demonstrated that baricitinib treatment reduced the mRNA expression of functionally interconnected genes involved in SLE including STAT1-target, STAT2-target and STAT4-target genes and multiple IFN responsive genes. At baseline, serum cytokines IFN-α, IFN-γ, interleukin (IL)-12p40 and IL-6 were measurable and elevated above healthy controls. Treatment with baricitinib significantly decreased serum IL-12p40 and IL-6 cytokine levels at week 12, which persisted through week 24. CONCLUSION: Baricitinib treatment induced significant reduction in the RNA expression of a network of genes associated with the JAK/STAT pathway, cytokine signalling and SLE pathogenesis. Baricitinib consistently reduced serum levels of two key cytokines implicated in SLE pathogenesis, IL-12p40 and IL-6.


Subject(s)
Azetidines/therapeutic use , Lupus Erythematosus, Systemic , Purines/therapeutic use , Pyrazoles/therapeutic use , Sulfonamides/therapeutic use , Adult , Female , Gene Expression , Humans , Lupus Erythematosus, Systemic/drug therapy , Male , Middle Aged
11.
Eur Urol ; 78(4): 533-537, 2020 10.
Article in English | MEDLINE | ID: mdl-32684305

ABSTRACT

Stage T1 bladder cancers have the highest progression and recurrence rates of all non-muscle-invasive bladder cancers (NMIBCs). Most T1 cancers are treated with bacillus Calmette-Guérin (BCG), but many will progress or recur, and some T1 patients will die from bladder cancer. Particularly aggressive tumors could be treated with early cystectomy. To better understand the molecular heterogeneity of T1 cancers, we performed transcriptome profiling and unsupervised clustering, and identified five consensus subtypes of T1 tumors treated with repeat transurethral resection (reTUR) and induction and maintenance BCG. The T1-LumGU subtype was associated with carcinoma in situ (CIS; six/13, 46% of all CIS), had high E2F1 and EZH2 expression, and was enriched in E2F target and G2M checkpoint hallmarks. The T1-Inflam subtype was inflamed and infiltrated with immune cells. While most T1 tumors were classified as luminal papillary, the T1-TLum subtype had the highest median luminal papillary score and FGFR3 expression, no recurrence events, and the fewest copy number gains. T1-Myc and T1-Early subtypes had the most recurrences (14/30 within 24 mo), the highest median MYC expression, and, when combined, had significantly worse recurrence-free survival than the other three subtypes. T1-Early had five (38%) recurrences within the first 6 mo of BCG, and repressed IFN-α and IFN-γ hallmarks and inflammation. We developed a single-patient T1 classifier and validated our subtype biology in a second cohort of T1 tumors. Future research will be necessary to validate the proposed T1 subtypes and to determine if therapies can be individualized for each subtype. PATIENT SUMMARY: We identified and characterized expression subtypes of high-grade stage T1 bladder cancer that are biologically heterogeneous and have variable responses to bacillus Calmette-Guérin treatment. We validated the subtypes and describe a single-patient classifier.


Subject(s)
Urinary Bladder Neoplasms/classification , Urinary Bladder Neoplasms/pathology , Combined Modality Therapy , Humans , Neoplasm Staging , Transcriptome , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/therapy
12.
Nucleic Acids Res ; 48(16): 9082-9097, 2020 09 18.
Article in English | MEDLINE | ID: mdl-32710616

ABSTRACT

One of the most abundant DNA lesions induced by oxidative stress is the highly mutagenic 8-oxoguanine (8-oxoG), which is specifically recognized by 8-oxoguanine DNA glycosylase 1 (OGG1) to initiate its repair. How DNA glycosylases find small non-helix-distorting DNA lesions amongst millions of bases packaged in the chromatin-based architecture of the genome remains an open question. Here, we used a high-throughput siRNA screening to identify factors involved in the recognition of 8-oxoG by OGG1. We show that cohesin and mediator subunits are required for re-localization of OGG1 and other base excision repair factors to chromatin upon oxidative stress. The association of OGG1 with euchromatin is necessary for the removal of 8-oxoG. Mediator subunits CDK8 and MED12 bind to chromatin and interact with OGG1 in response to oxidative stress, suggesting they participate in the recruitment of the DNA glycosylase. The oxidative stress-induced association between the cohesin and mediator complexes and OGG1 reveals an unsuspected function of those complexes in the maintenance of genomic stability.


Subject(s)
Chromatin/genetics , DNA Glycosylases/genetics , DNA Repair/genetics , Guanine/analogs & derivatives , Cell Cycle Proteins/genetics , Chromosomal Proteins, Non-Histone/genetics , Euchromatin/genetics , Genomic Instability/genetics , Guanine/metabolism , HeLa Cells , Humans , Oxidative Stress/genetics , RNA, Small Interfering/genetics , Transfection , Cohesins
13.
Oncoimmunology ; 9(1): 1744897, 2020.
Article in English | MEDLINE | ID: mdl-32363111

ABSTRACT

Patients with locally advanced and metastatic urothelial carcinoma have a low survival rate (median 15.7 months, 13.1-17.8), with only a 23% response rate to monotherapy treatment with anti-PDL1 checkpoint immunotherapy. To identify new therapeutic targets, we profiled the immune regulatory signatures during murine cancer development using the BBN carcinogen and identified an increase in the expression of the T cell inhibitory protein B7-H4 (VTCN1, B7S1, B7X). B7-H4 expression temporally correlated with decreased lymphocyte infiltration. While the increase in B7-H4 expression within the bladder by CD11b+ monocytes is shared with human cancers, B7-H4 expression has not been previously identified in other murine cancer models. Higher expression of B7-H4 was associated with worse survival in muscle-invasive bladder cancer in humans, and increased B7-H4 expression was identified in luminal and luminal-papillary subtypes of bladder cancer. Evaluation of B7-H4 by single-cell RNA-Seq and immune mass cytometry of human bladder tumors found that B7-H4 is expressed in both the epithelium of urothelial carcinoma and CD68+ macrophages within the tumor. To investigate the function of B7-H4, treatment of human monocyte and T cell co-cultures with a B7-H4 blocking antibody resulted in enhanced IFN-γ secretion by CD4+ and CD8+ T cells. Additionally, anti-B7-H4 antibody treatment of BBN-carcinogen bladder cancers resulted in decreased tumor size, increased CD8+ T cell infiltration within the bladder, and a complimentary decrease in tumor-infiltrating T regulatory cells (Tregs). Furthermore, treatment with a combination of anti-PD-1 and anti-B7-H4 antibodies resulted in a significant reduction in tumor stage, a reduction in tumor size, and an increased level of tumor necrosis. These findings suggest that antibodies targeting B7-H4 may be a viable strategy for bladder cancers unresponsive to PD-1 checkpoint inhibitors.


Subject(s)
Carcinoma, Transitional Cell , Urinary Bladder Neoplasms , Animals , CD8-Positive T-Lymphocytes , Humans , Lymphocyte Activation , Mice , T-Lymphocytes, Regulatory , Urinary Bladder Neoplasms/drug therapy
14.
Urol Oncol ; 37(11): 818-825, 2019 11.
Article in English | MEDLINE | ID: mdl-30446446

ABSTRACT

BACKGROUND: Bladder cancer is the fifth most common cancer in the United States and smoking is the largest known risk factor. Tobacco-derived carcinogens may induce the accumulation of somatic mutations in urothelial cells, and likely promote tumorigenesis. However, it is still unknown whether smoking-induced bladder carcinogenesis results in tumors with distinctive molecular features that can be therapeutically exploited. METHODS: We investigated the genomic alterations of human bladder cancer and examined their association with patient smoking history. We performed bioinformatic analyses and looked at differences in gene expression, somatic mutations, and DNA mutational signatures comparing nonsmokers, reformed smokers, and current smokers. RESULTS: We detected a limited set of gene expression and gene mutation differences between smokers and nonsmokers. We also identified a specific mutational signature that is enriched in tumors from smokers. This mutational signature was described before and has been linked to specific DNA repair defects in human bladder tumors, as well as to the direct effect of nitrosamine carcinogens in the BBN murine model of bladder cancer. CONCLUSION: We showed associations between smoking status and selected mutational signatures, which could provide insights in the biology of bladder carcinogenesis and tumor progression.


Subject(s)
Biomarkers, Tumor/analysis , Carcinogenesis/chemically induced , Nicotiana/toxicity , Smoking/adverse effects , Urinary Bladder Neoplasms/pathology , APOBEC Deaminases/analysis , APOBEC Deaminases/genetics , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinogenesis/genetics , Carcinogens/toxicity , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged , Mutation Rate , Non-Smokers/statistics & numerical data , Receptors, G-Protein-Coupled/analysis , Receptors, G-Protein-Coupled/metabolism , Receptors, Peptide/analysis , Receptors, Peptide/metabolism , Smokers/statistics & numerical data , Survival Analysis , Up-Regulation/drug effects , Urinary Bladder/drug effects , Urinary Bladder/pathology , Urinary Bladder Neoplasms/etiology , Urinary Bladder Neoplasms/mortality , Urothelium/drug effects , Urothelium/pathology
15.
World J Urol ; 37(9): 1751-1757, 2019 Sep.
Article in English | MEDLINE | ID: mdl-30421072

ABSTRACT

Bladder cancer is the fourth most common cancer in men and fifth most common overall. The use of next-generation sequencing (NGS) approaches is crucial to precisely characterize the molecular defects of tumors, and this information could be combined with other clinical data, such as tumor histology and TNM staging, with the goal of precise tumor classification. In many settings, targeted NGS is evaluated in patients with first- and second-line metastatic cancer. Yet, in the decade to come we anticipate increased application of precision oncology at all stages of bladder cancer with the aim of customizing cancer treatment. Here, we review the genomic and transcriptomic features associated with risk stratification in bladder cancer and summarize the current efforts for precision oncology in localized urothelial carcinomas.


Subject(s)
Genomics , Urinary Bladder Neoplasms/classification , Urinary Bladder Neoplasms/genetics , Humans , Neoplasm Invasiveness , Risk Assessment/methods , Urinary Bladder Neoplasms/pathology
17.
Nat Med ; 24(6): 758-769, 2018 06.
Article in English | MEDLINE | ID: mdl-29785026

ABSTRACT

The lysine methyltransferase KMT2C (also known as MLL3), a subunit of the COMPASS complex, implements monomethylation of Lys4 on histone H3 (H3K4) at gene enhancers. KMT2C (hereafter referred to as MLL3) frequently incurs point mutations across a range of human tumor types, but precisely how these lesions alter MLL3 function and contribute to oncogenesis is unclear. Here we report a cancer mutational hotspot in MLL3 within the region encoding its plant homeodomain (PHD) repeats and demonstrate that this domain mediates association of MLL3 with the histone H2A deubiquitinase and tumor suppressor BAP1. Cancer-associated mutations in the sequence encoding the MLL3 PHD repeats disrupt the interaction between MLL3 and BAP1 and correlate with poor patient survival. Cancer cells that had PHD-associated MLL3 mutations or lacked BAP1 showed reduced recruitment of MLL3 and the H3K27 demethylase KDM6A (also known as UTX) to gene enhancers. As a result, inhibition of the H3K27 methyltransferase activity of the Polycomb repressive complex 2 (PRC2) in tumor cells harboring BAP1 or MLL3 mutations restored normal gene expression patterns and impaired cell proliferation in vivo. This study provides mechanistic insight into the oncogenic effects of PHD-associated mutations in MLL3 and suggests that restoration of a balanced state of Polycomb-COMPASS activity may have therapeutic efficacy in tumors that bear mutations in the genes encoding these epigenetic factors.


Subject(s)
DNA-Binding Proteins/metabolism , Enhancer Elements, Genetic , Epigenesis, Genetic , Polycomb-Group Proteins/metabolism , Amino Acid Sequence , Animals , Cell Line, Tumor , Chromatin/metabolism , DNA-Binding Proteins/chemistry , DNA-Binding Proteins/genetics , Gene Expression Regulation, Neoplastic , Histone Demethylases/metabolism , Mice, Nude , Mutation/genetics , Nuclear Proteins/metabolism , PHD Zinc Fingers , Protein Binding , Survival Analysis , Tumor Suppressor Proteins/metabolism , Ubiquitin Thiolesterase/metabolism
18.
Oncotarget ; 9(4): 4537-4548, 2018 Jan 12.
Article in English | MEDLINE | ID: mdl-29435122

ABSTRACT

APOBEC enzymes are responsible for a mutation signature (TCW>T/G) implicated in a wide variety of tumors. We explore the APOBEC mutational signature in bladder cancer and the relationship with specific mutations, molecular subtype, gene expression, and survival using sequencing data from The Cancer Genome Atlas (n = 395), Beijing Genomics Institute (n = 99), and Cancer Cell Line Encyclopedia. Tumors were split into "APOBEC-high" and "APOBEC-low" based on APOBEC enrichment. Patients with APOBEC-high tumors have better overall survival compared to those with APOBEC-low tumors (38.2 vs. 18.5 months, p = 0.005). APOBEC-high tumors are more likely to have mutations in DNA damage response genes (TP53, ATR, BRCA2) and chromatin regulatory genes (ARID1A, MLL, MLL3), while APOBEC-low tumors are more likely to have mutations in FGFR3 and KRAS. APOBEC3A and APOBEC3B expression correlates with mutation burden, regardless of bladder tumor molecular subtype. APOBEC mutagenesis is associated with increased expression of immune signatures, including interferon signaling, and expression of APOBEC3B is increased after stimulation of APOBEC-high bladder cancer cell lines with IFNγ. In summary, APOBEC-high tumors are more likely to have mutations in DNA damage response and chromatin regulatory genes, potentially providing more substrate for APOBEC enzymes, leading to a hypermutational phenotype and the subsequent enhanced immune response.

19.
Oncogene ; 37(14): 1911-1925, 2018 04.
Article in English | MEDLINE | ID: mdl-29367767

ABSTRACT

The N-butyl-N-(4-hydroxybutyl)-nitrosamine (BBN) mouse model is an attractive model system of muscle-invasive bladder cancer (MIBC) as it recapitulates the histology of human tumors in a background with intact immune system. However, it was unknown whether this carcinogen-induced model also mimicked human MIBC at the molecular and mutational level. In our study, we analyzed gene expression and mutational landscape of the BBN model by next-generation sequencing followed by a bioinformatic comparison to human MIBC using data from The Cancer Genome Atlas and other repositories. BBN tumors showed overexpression of markers of basal cancer subtype, and had a high mutation burden with frequent Trp53 (80%), Kmt2d (70%), and Kmt2c (90%) mutations by exome sequencing, similar to human MIBC. Many variants corresponded to human cancer hotspot mutations, supporting their role as driver mutations. We extracted two novel mutational signatures from the BBN mouse genomes. The integrated analysis of mutation frequencies and signatures highlighted the contribution of aberrations to chromatin regulators and genetic instability in the BBN tumors. Together, our study revealed several similarities between human MIBC and the BBN mouse model, providing a strong rationale for its use in molecular and drug discovery studies.


Subject(s)
Carcinogens , Carcinoma, Transitional Cell/chemically induced , Carcinoma, Transitional Cell/pathology , Muscle Neoplasms/secondary , Urinary Bladder Neoplasms/chemically induced , Urinary Bladder Neoplasms/pathology , Animals , Carcinoma, Transitional Cell/genetics , Cell Transformation, Neoplastic/drug effects , Cell Transformation, Neoplastic/genetics , Cells, Cultured , Disease Models, Animal , Gene Expression Regulation, Neoplastic/drug effects , Humans , Male , Mice , Mice, Inbred C57BL , Microarray Analysis , Muscle Neoplasms/chemically induced , Muscle Neoplasms/genetics , Mutation , Neoplasm Invasiveness , Transcriptome , Urinary Bladder Neoplasms/genetics
20.
Cancer Res ; 77(23): 6562-6575, 2017 12 01.
Article in English | MEDLINE | ID: mdl-29021137

ABSTRACT

Deregulation of the Wnt/ß-catenin signaling pathway drives the development of colorectal cancer, but understanding of this pathway remains incomplete. Here, we report that the damage-specific DNA-binding protein DDB2 is critical for ß-catenin-mediated activation of RNF43, which restricts Wnt signaling by removing Wnt receptors from the cell surface. Reduced expression of DDB2 and RNF43 was observed in human hyperplastic colonic foci. DDB2 recruited EZH2 and ß-catenin at an upstream site in the Rnf43 gene, enabling functional interaction with distant TCF4/ß-catenin-binding sites in the intron of Rnf43 This novel activity of DDB2 was required for RNF43 function as a negative feedback regulator of Wnt signaling. Mice genetically deficient in DDB2 exhibited increased susceptibility to colon tumor development in a manner associated with higher abundance of the Wnt receptor-expressing cells and greater activation of the downstream Wnt pathway. Our results identify DDB2 as both a partner and regulator of Wnt signaling, with an important role in suppressing colon cancer development. Cancer Res; 77(23); 6562-75. ©2017 AACR.


Subject(s)
Colonic Neoplasms/genetics , DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Oncogene Proteins/metabolism , Wnt Signaling Pathway/genetics , Animals , Cell Line, Tumor , Colonic Neoplasms/pathology , Disease Models, Animal , Enhancer of Zeste Homolog 2 Protein/metabolism , Enzyme Activation , HCT116 Cells , HT29 Cells , Humans , Male , Mice , Mice, Knockout , RNA Interference , RNA, Small Interfering/genetics , Receptors, Wnt/metabolism , Ubiquitin-Protein Ligases , beta Catenin/metabolism
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