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1.
Breast Cancer Res Treat ; 172(1): 69-82, 2018 Nov.
Article in English | MEDLINE | ID: mdl-30056566

ABSTRACT

BACKGROUND: A perennial challenge in systemic cytotoxic cancer therapy is to eradicate primary tumors and metastatic disease while sparing normal tissue from off-target effects of chemotherapy. Anthracyclines such as doxorubicin are effective chemotherapeutic agents for which dosing is limited by development of cardiotoxicity. Our published evidence shows that targeting CD47 enhances radiation-induced growth delay of tumors while remarkably protecting soft tissues. The protection of cell viability observed with CD47 is mediated autonomously by activation of protective autophagy. However, whether CD47 protects cancer cells from cytotoxic chemotherapy is unknown. METHODS: We tested the effect of CD47 blockade on cancer cell survival using a 2-dimensional high-throughput cell proliferation assay in 4T1 breast cancer cell lines. To evaluate blockade of CD47 in combination with chemotherapy in vivo, we employed the 4T1 breast cancer model and examined tumor and cardiac tissue viability as well as autophagic flux. RESULTS: Our high-throughput screen revealed that blockade of CD47 does not interfere with the cytotoxic activity of anthracyclines against 4T1 breast cancer cells. Targeting CD47 enhanced the effect of doxorubicin chemotherapy in vivo by reducing tumor growth and metastatic spread by activation of an anti-tumor innate immune response. Moreover, systemic suppression of CD47 protected cardiac tissue viability and function in mice treated with doxorubicin. CONCLUSIONS: Our experiments indicate that the protective effects observed with CD47 blockade are mediated through upregulation of autophagic flux. However, the absence of CD47 in did not elicit a protective effect in cancer cells, but it enhanced macrophage-mediated cancer cell cytolysis. Therefore, the differential responses observed with CD47 blockade are due to autonomous activation of protective autophagy in normal tissue and enhancement immune cytotoxicity against cancer cells.


Subject(s)
Anthracyclines/pharmacology , Breast Neoplasms/drug therapy , CD47 Antigen/antagonists & inhibitors , Animals , Apoptosis/drug effects , Autophagy/drug effects , Breast Neoplasms/genetics , Breast Neoplasms/immunology , Breast Neoplasms/pathology , CD47 Antigen/immunology , Cardiotoxicity/drug therapy , Cardiotoxicity/genetics , Cell Line, Tumor , Cell Proliferation/drug effects , Female , Humans , MCF-7 Cells , Mice , Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/pathology
2.
Cell Rep ; 24(1): 117-129, 2018 07 03.
Article in English | MEDLINE | ID: mdl-29972774

ABSTRACT

T cell differentiation in the thymus proceeds in an ordered sequence of developmental events characterized by variable expression of CD4 and CD8 coreceptors. Here, we report that immature single-positive (ISP) thymocytes are molecularly distinct from all other T cell populations in the thymus in their expression of a gene profile that is dependent on the transcription factor BRD4. Conditional deletion of BRD4 at various stages of thymic differentiation reveals that BRD4 selectively regulates the further differentiation of ISPs by targeting cell cycle and metabolic pathways, but it does not affect the extensive proliferation that results in the generation of ISPs. These studies lead to the conclusion that the ISP subpopulation is not a hybrid transitional state but a molecularly distinct subpopulation that is selectively dependent on BRD4.


Subject(s)
CD8-Positive T-Lymphocytes/cytology , Cell Differentiation , Nuclear Proteins/metabolism , Thymocytes/cytology , Transcription Factors/metabolism , Animals , CD8-Positive T-Lymphocytes/immunology , Gene Deletion , Glycolysis , Mice, Knockout , Natural Killer T-Cells/metabolism , Proto-Oncogene Proteins c-myc/metabolism , RNA, Messenger/genetics , RNA, Messenger/metabolism , T-Lymphocytes, Regulatory/metabolism , Thymocytes/metabolism
3.
Nat Genet ; 49(10): 1487-1494, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28825729

ABSTRACT

We performed genome-wide sequencing and analyzed mRNA and miRNA expression, DNA copy number, and DNA methylation in 117 Wilms tumors, followed by targeted sequencing of 651 Wilms tumors. In addition to genes previously implicated in Wilms tumors (WT1, CTNNB1, AMER1, DROSHA, DGCR8, XPO5, DICER1, SIX1, SIX2, MLLT1, MYCN, and TP53), we identified mutations in genes not previously recognized as recurrently involved in Wilms tumors, the most frequent being BCOR, BCORL1, NONO, MAX, COL6A3, ASXL1, MAP3K4, and ARID1A. DNA copy number changes resulted in recurrent 1q gain, MYCN amplification, LIN28B gain, and MIRLET7A loss. Unexpected germline variants involved PALB2 and CHEK2. Integrated analyses support two major classes of genetic changes that preserve the progenitor state and/or interrupt normal development.


Subject(s)
Genes, Neoplasm , Kidney Neoplasms/genetics , Wilms Tumor/genetics , Aneuploidy , DNA Methylation , Epigenesis, Genetic , Gene Dosage , Gene Expression Regulation, Neoplastic , Genome-Wide Association Study , Germ-Line Mutation , Humans , MicroRNAs/biosynthesis , MicroRNAs/genetics , Protein Conformation , RNA, Messenger/biosynthesis , RNA, Messenger/genetics , RNA, Neoplasm/biosynthesis , RNA, Neoplasm/genetics
4.
Clin Cancer Res ; 22(22): 5582-5591, 2016 Nov 15.
Article in English | MEDLINE | ID: mdl-27702824

ABSTRACT

PURPOSE: To investigate the role and significance of TP53 mutation in diffusely anaplastic Wilms tumors (DAWTs). EXPERIMENTAL DESIGN: All DAWTs registered on National Wilms Tumor Study-5 (n = 118) with available samples were analyzed for TP53 mutations and copy loss. Integrative genomic analysis was performed on 39 selected DAWTs. RESULTS: Following analysis of a single random sample, 57 DAWTs (48%) demonstrated TP53 mutations, 13 (11%) copy loss without mutation, and 48 (41%) lacked both [defined as TP53-wild-type (wt)]. Patients with stage III/IV TP53-wt DAWTs (but not those with stage I/II disease) had significantly lower relapse and death rates than those with TP53 abnormalities. In-depth analysis of a subset of 39 DAWTs showed seven (18%) to be TP53-wt: These demonstrated gene expression evidence of an active p53 pathway. Retrospective pathology review of TP53-wt DAWT revealed no or very low volume of anaplasia in six of seven tumors. When samples from TP53-wt tumors known to contain anaplasia histologically were available, abnormal p53 protein accumulation was observed by immunohistochemistry. CONCLUSIONS: These data support the key role of TP53 loss in the development of anaplasia in WT, and support its significant clinical impact in patients with residual anaplastic tumor following surgery. These data also suggest that most DAWTs will show evidence of TP53 mutation when samples selected for the presence of anaplasia are analyzed. This suggests that modifications of the current criteria to also consider volume of anaplasia and documentation of TP53 aberrations may better reflect the risk of relapse and death and enable optimization of therapeutic stratification. Clin Cancer Res; 22(22); 5582-91. ©2016 AACR.


Subject(s)
Anaplasia/genetics , Kidney Neoplasms/genetics , Mutation/genetics , Radius/abnormalities , Tumor Suppressor Protein p53/genetics , Wilms Tumor/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Child , Female , Gene Expression/genetics , Humans , Immunohistochemistry/methods , Male , Middle Aged , Retrospective Studies , Young Adult
5.
Oncotarget ; 7(9): 10133-52, 2016 Mar 01.
Article in English | MEDLINE | ID: mdl-26840086

ABSTRACT

CD47 is a signaling receptor for thrombospondin-1 and the counter-receptor for signal-regulatory protein-α (SIRPα). By inducing inhibitory SIRPα signaling, elevated CD47 expression by some cancers prevents macrophage phagocytosis. The anti-human CD47 antibody B6H12 inhibits tumor growth in several xenograft models, presumably by preventing SIRPα engagement. However, CD47 signaling in nontransformed and some malignant cells regulates self-renewal, suggesting that CD47 antibodies may therapeutically target cancer stem cells (CSCs). Treatment of MDA-MB-231 breast CSCs with B6H12 decreased proliferation and asymmetric cell division. Similar effects were observed in T47D CSCs but not in MCF7 breast carcinoma or MCF10A breast epithelial cells. Gene expression analysis in breast CSCs treated with B6H12 showed decreased expression of epidermal growth factor receptor (EGFR) and the stem cell transcription factor KLF4. EGFR and KLF4 mRNAs are known targets of microRNA-7, and B6H12 treatment correspondingly enhanced microRNA-7 expression in breast CSCs. B6H12 treatment also acutely inhibited EGF-induced EGFR tyrosine phosphorylation. Expression of B6H12-responsive genes correlated with CD47 mRNA expression in human breast cancers, suggesting that the CD47 signaling pathways identified in breast CSCs are functional in vivo. These data reveal a novel SIRPα-independent mechanism by which therapeutic CD47 antibodies could control tumor growth by autonomously forcing differentiation of CSC.


Subject(s)
Antibodies, Blocking/pharmacology , CD47 Antigen/metabolism , ErbB Receptors/metabolism , Neoplastic Stem Cells/drug effects , Signal Transduction/drug effects , Antibodies, Blocking/immunology , Antigens, Differentiation/genetics , Antigens, Differentiation/metabolism , Blotting, Western , CD47 Antigen/genetics , CD47 Antigen/immunology , Cell Line , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Proliferation/genetics , Epidermal Growth Factor/genetics , Epidermal Growth Factor/metabolism , Epidermal Growth Factor/pharmacology , ErbB Receptors/genetics , Female , Gene Expression Profiling/methods , Gene Expression Regulation, Neoplastic/genetics , Humans , Kruppel-Like Factor 4 , MCF-7 Cells , MicroRNAs/genetics , Microscopy, Confocal , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Phosphorylation/drug effects , Receptors, Immunologic/genetics , Receptors, Immunologic/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/genetics , Thrombospondin 1/genetics , Thrombospondin 1/metabolism , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/metabolism , Triple Negative Breast Neoplasms/pathology
6.
Cancer Inform ; 14: 105-7, 2015.
Article in English | MEDLINE | ID: mdl-26417198

ABSTRACT

The name Alview is a contraction of the term Alignment Viewer. Alview is a compiled to native architecture software tool for visualizing the alignment of sequencing data. Inputs are files of short-read sequences aligned to a reference genome in the SAM/BAM format and files containing reference genome data. Outputs are visualizations of these aligned short reads. Alview is written in portable C with optional graphical user interface (GUI) code written in C, C++, and Objective-C. The application can run in three different ways: as a web server, as a command line tool, or as a native, GUI program. Alview is compatible with Microsoft Windows, Linux, and Apple OS X. It is available as a web demo at https://cgwb.nci.nih.gov/cgi-bin/alview. The source code and Windows/Mac/Linux executables are available via https://github.com/NCIP/alview.

7.
PLoS One ; 10(9): e0138782, 2015.
Article in English | MEDLINE | ID: mdl-26397705

ABSTRACT

The t(8;21) and Inv(16) translocations disrupt the normal function of core binding factors alpha (CBFA) and beta (CBFB), respectively. These translocations represent two of the most common genomic abnormalities in acute myeloid leukemia (AML) patients, occurring in approximately 25% pediatric and 15% of adult with this malignancy. Both translocations are associated with favorable clinical outcomes after intensive chemotherapy, and given the perceived mechanistic similarities, patients with these translocations are frequently referred to as having CBF-AML. It remains uncertain as to whether, collectively, these translocations are mechanistically the same or impact different pathways in subtle ways that have both biological and clinical significance. Therefore, we used transcriptome sequencing (RNA-seq) to investigate the similarities and differences in genes and pathways between these subtypes of pediatric AMLs. Diagnostic RNA from patients with t(8;21) (N = 17), Inv(16) (N = 14), and normal karyotype (NK, N = 33) were subjected to RNA-seq. Analyses compared the transcriptomes across these three cytogenetic subtypes, using the NK cohort as the control. A total of 1291 genes in t(8;21) and 474 genes in Inv(16) were differentially expressed relative to the NK controls, with 198 genes differentially expressed in both subtypes. The majority of these genes (175/198; binomial test p-value < 10(-30)) are consistent in expression changes among the two subtypes suggesting the expression profiles are more similar between the CBF cohorts than in the NK cohort. Our analysis also revealed alternative splicing events (ASEs) differentially expressed across subtypes, with 337 t(8;21)-specific and 407 Inv(16)-specific ASEs detected, the majority of which were acetylated proteins (p = 1.5 x 10(-51) and p = 1.8 x 10(-54) for the two subsets). In addition to known fusions, we identified and verified 16 de novo fusions in 43 patients, including three fusions involving NUP98 in six patients. Clustering of differentially expressed genes indicated that the homeobox (HOX) gene family, including two transcription factors (MEIS1 and NKX2-3) were down-regulated in CBF compared to NK samples. This finding supports existing data that the dysregulation of HOX genes play a central role in biology CBF-AML hematopoiesis. These data provide comprehensive transcriptome profiling of CBF-AML and delineate genes and pathways that are differentially expressed, providing insights into the shared biology as well as differences in the two CBF subsets.


Subject(s)
Core Binding Factor alpha Subunits/metabolism , Gene Expression Profiling , Leukemia, Myeloid, Acute/genetics , Acetylation , Alternative Splicing , Binding Sites , Chromosome Inversion , Chromosomes, Human, Pair 16 , Chromosomes, Human, Pair 21 , Chromosomes, Human, Pair 8 , Core Binding Factor Alpha 2 Subunit/metabolism , Core Binding Factor beta Subunit/metabolism , Gene Regulatory Networks , Homeodomain Proteins/metabolism , Humans , Karyotyping , Leukemia, Myeloid, Acute/pathology , Myeloid Ecotropic Viral Integration Site 1 Protein , Neoplasm Proteins/metabolism , Principal Component Analysis , Protein Binding , Sequence Analysis, RNA , Transcription Factors/metabolism , Transcriptome , Translocation, Genetic
8.
Oncotarget ; 6(18): 15828-41, 2015 Jun 30.
Article in English | MEDLINE | ID: mdl-26158413

ABSTRACT

Clear Cell Sarcoma of the Kidney (CCSK) is a rare childhood tumor whose molecular pathogenesis remains poorly understood. We analyzed a discovery set of 13 CCSKs for changes in chromosome copy number, mutations, rearrangements, global gene expression and global DNA methylation. No recurrent segmental chromosomal copy number changes or somatic variants (single nucleotide or small insertion/deletion) were identified. One tumor with t(10;17)(q22;p13) involving fusion of YHWAE with NUTM2B was identified. Integrated analysis of expression and methylation data identified promoter hypermethylation and low expression of the tumor suppressor gene TCF21 (Pod-1/capsulin/epicardin) in all CCSKs except the case with t(10;17)(q22;p13). TARID, the long noncoding RNA responsible for demethylating TCF21, was virtually undetectable in most CCSKs. TCF21 hypermethylation and decreased TARID expression were validated in an independent set of CCSK tumor samples. The presence of significant hypermethylation of TCF21, a transcription factor known to be active early in renal development, supports the hypothesis that hypermethylation of TCF21 and/or decreased TARID expression lies within the pathogenic pathway of most CCSKs. Future studies are needed to functionally verify a tumorigenic role of TCF21 down-regulation and to tie this to the unique gene expression pattern of CCSK.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , DNA Methylation , Kidney Neoplasms/genetics , Sarcoma, Clear Cell/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , DNA Copy Number Variations , Gene Expression , Humans , Kidney Neoplasms/metabolism , Kidney Neoplasms/pathology , Polymorphism, Single Nucleotide , Promoter Regions, Genetic , Sarcoma, Clear Cell/metabolism , Sarcoma, Clear Cell/pathology
9.
Diagn Pathol ; 10: 53, 2015 May 29.
Article in English | MEDLINE | ID: mdl-26022333

ABSTRACT

BACKGROUND: The differential diagnosis of benign and malignant effusion is often hampered by low cell content or insufficiently preserved tumor cells. In this study, we evaluated the combined diagnostic value of six tumor markers measured by well-based reverse-phase protein array (RPPA) for diagnosis of malignant effusion. METHODS: A total of 114 patients (46 with malignant effusions, 32 with probable malignant effusions, and 36 with benign effusions) were enrolled. Expressional levels of MUC1, EMA, Pan-CK, HSP90, TGF-ß and CA125 were determined by well-based RPPA. RESULTS: Median relative expression of MUC1, Pan-CK and EMA were significantly higher in malignant effusion than those in probable malignant or benign (p < 0.001, p = 0.003, p < 0.001, respectively), whereas the level of TGF-ß in malignant effusions were significantly lower than that in the other groups (p = 0.005). For predicting malignancy, EMA presented the best areas under the curve of 0.728 followed by MUC1 of 0.701. The sensitivity of 52.0% for MUC1 and 48.0% for EMA were not better than cytology. However, sensitivity, negative predictive value, and accuracy of the tumor marker panel were better than cytology by 14.7%, 7.5%, and 6.1%, respectively. CONCLUSIONS: Tumor marker panel measured by well-based RPPA showed values in the differential diagnosis between benign and malignant effusions. Further large scale studies need to be performed to evaluate the utility of this panel of markers. VIRTUAL SLIDES: The virtual slide(s) for this article can be found here: http://www.diagnosticpathology.diagnomx.eu/vs/1433424467160224.


Subject(s)
Biomarkers, Tumor/analysis , Pleural Effusion, Malignant/chemistry , Pleural Effusion, Malignant/diagnosis , Pleural Effusion/diagnosis , Pleural Effusion/metabolism , Protein Array Analysis , Area Under Curve , Cluster Analysis , Diagnosis, Differential , Female , Humans , Male , Pleural Effusion/etiology , Pleural Effusion, Malignant/etiology , Predictive Value of Tests , ROC Curve
10.
Database (Oxford) ; 2015: bav032, 2015.
Article in English | MEDLINE | ID: mdl-25841438

ABSTRACT

Bio-ontologies provide terminologies for the scientific community to describe biomedical entities in a standardized manner. There are multiple initiatives that are developing biomedical terminologies for the purpose of providing better annotation, data integration and mining capabilities. Terminology resources devised for multiple purposes inherently diverge in content and structure. A major issue of biomedical data integration is the development of overlapping terms, ambiguous classifications and inconsistencies represented across databases and publications. The disease ontology (DO) was developed over the past decade to address data integration, standardization and annotation issues for human disease data. We have established a DO cancer project to be a focused view of cancer terms within the DO. The DO cancer project mapped 386 cancer terms from the Catalogue of Somatic Mutations in Cancer (COSMIC), The Cancer Genome Atlas (TCGA), International Cancer Genome Consortium, Therapeutically Applicable Research to Generate Effective Treatments, Integrative Oncogenomics and the Early Detection Research Network into a cohesive set of 187 DO terms represented by 63 top-level DO cancer terms. For example, the COSMIC term 'kidney, NS, carcinoma, clear_cell_renal_cell_carcinoma' and TCGA term 'Kidney renal clear cell carcinoma' were both grouped to the term 'Disease Ontology Identification (DOID):4467 / renal clear cell carcinoma' which was mapped to the TopNodes_DOcancerslim term 'DOID:263 / kidney cancer'. Mapping of diverse cancer terms to DO and the use of top level terms (DO slims) will enable pan-cancer analysis across datasets generated from any of the cancer term sources where pan-cancer means including or relating to all or multiple types of cancer. The terms can be browsed from the DO web site (http://www.disease-ontology.org) and downloaded from the DO's Apache Subversion or GitHub repositories. Database URL: http://www.disease-ontology.org


Subject(s)
Biological Ontologies , Data Mining , Databases, Factual , Neoplasms , Animals , Humans
11.
Cancer Cell ; 27(2): 286-97, 2015 Feb 09.
Article in English | MEDLINE | ID: mdl-25670082

ABSTRACT

We report the most common single-nucleotide substitution/deletion mutations in favorable histology Wilms tumors (FHWTs) to occur within SIX1/2 (7% of 534 tumors) and microRNA processing genes (miRNAPGs) DGCR8 and DROSHA (15% of 534 tumors). Comprehensive analysis of 77 FHWTs indicates that tumors with SIX1/2 and/or miRNAPG mutations show a pre-induction metanephric mesenchyme gene expression pattern and are significantly associated with both perilobar nephrogenic rests and 11p15 imprinting aberrations. Significantly decreased expression of mature Let-7a and the miR-200 family (responsible for mesenchymal-to-epithelial transition) in miRNAPG mutant tumors is associated with an undifferentiated blastemal histology. The combination of SIX and miRNAPG mutations in the same tumor is associated with evidence of RAS activation and a higher rate of relapse and death.


Subject(s)
Homeodomain Proteins/genetics , Nerve Tissue Proteins/genetics , RNA-Binding Proteins/genetics , Ribonuclease III/genetics , Wilms Tumor/genetics , Gene Expression Regulation, Neoplastic , Humans , Loss of Heterozygosity/genetics , MicroRNAs/genetics , Mutation , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Polymorphism, Single Nucleotide , Wilms Tumor/pathology
12.
PLoS One ; 9(8): e105393, 2014.
Article in English | MEDLINE | ID: mdl-25133526

ABSTRACT

Prior expression quantitative trait locus (eQTL) studies have demonstrated heritable variation determining differences in gene expression. The majority of eQTL studies were based on cell lines and normal tissues. We performed cis-eQTL analysis using glioblastoma multiforme (GBM) data sets obtained from The Cancer Genome Atlas (TCGA) to systematically investigate germline variation's contribution to tumor gene expression levels. We identified 985 significant cis-eQTL associations (FDR<0.05) mapped to 978 SNP loci and 159 unique genes. Approximately 57% of these eQTLs have been previously linked to the gene expression in cell lines and normal tissues; 43% of these share cis associations known to be associated with functional annotations. About 25% of these cis-eQTL associations are also common to those identified in Breast Cancer from a recent study. Further investigation of the relationship between gene expression and patient clinical information identified 13 eQTL genes whose expression level significantly correlates with GBM patient survival (p<0.05). Most of these genes are also differentially expressed in tumor samples and organ-specific controls (p<0.05). Our results demonstrated a significant relationship of germline variation with gene expression levels in GBM. The identification of eQTLs-based expression associated survival might be important to the understanding of genetic contribution to GBM cancer prognosis.


Subject(s)
Brain Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Quantitative Trait Loci , Brain/metabolism , Brain/pathology , Brain Neoplasms/diagnosis , Brain Neoplasms/epidemiology , Genetic Predisposition to Disease , Genetic Testing , Genome-Wide Association Study , Genotype , Glioblastoma/diagnosis , Glioblastoma/epidemiology , Humans , Polymorphism, Single Nucleotide , Prognosis , Survival Analysis
13.
Cancer Genomics Proteomics ; 11(1): 1-12, 2014.
Article in English | MEDLINE | ID: mdl-24633315

ABSTRACT

We report on next-generation transcriptome sequencing results of three human hepatocellular carcinoma tumor/tumor-adjacent pairs. This analysis robustly examined ∼12,000 genes for both expression differences and molecular alterations. We observed 4,513 and 1,182 genes demonstrating 2-fold or greater increase or decrease in expression relative to their normal, respectively. Network analysis of expression data identified the Aurora B signaling, FOXM1 transcription factor network and Wnt signaling pathways pairs being altered in HCC. We validated as differential gene expression findings in a large data set containing of 434 liver normal/tumor sample pairs. In addition to known driver mutations in TP53 and CTNNB1, our mutation analysis identified non-synonymous mutations in genes implicated in metabolic diseases, i.e. diabetes and obesity: IRS1, HMGCS1, ATP8B1, PRMT6 and CLU, suggesting a common molecular etiology for HCC of alternative pathogenic origin.


Subject(s)
Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/metabolism , Liver Neoplasms/genetics , Liver Neoplasms/metabolism , DNA Mutational Analysis , DNA, Neoplasm/genetics , Gene Expression , Genome-Wide Association Study , Humans , Mutation , RNA, Neoplasm/genetics , Transcriptome
14.
Cancer Inform ; 13: 13-20, 2014.
Article in English | MEDLINE | ID: mdl-24526832

ABSTRACT

SUMMARY: OmicCircos is an R software package used to generate high-quality circular plots for visualizing genomic variations, including mutation patterns, copy number variations (CNVs), expression patterns, and methylation patterns. Such variations can be displayed as scatterplot, line, or text-label figures. Relationships among genomic features in different chromosome positions can be represented in the forms of polygons or curves. Utilizing the statistical and graphic functions in an R/Bioconductor environment, OmicCircos performs statistical analyses and displays results using cluster, boxplot, histogram, and heatmap formats. In addition, OmicCircos offers a number of unique capabilities, including independent track drawing for easy modification and integration, zoom functions, link-polygons, and position-independent heatmaps supporting detailed visualization. AVAILABILITY AND IMPLEMENTATION: OmicCircos is available through Bioconductor at http://www.bioconductor.org/packages/devel/bioc/html/OmicCircos.html. An extensive vignette in the package describes installation, data formatting, and workflow procedures. The software is open source under the Artistic-2.0 license.

15.
PLoS One ; 8(7): e65982, 2013.
Article in English | MEDLINE | ID: mdl-23894275

ABSTRACT

Non-alcoholic fatty liver disease (NAFLD) is a common liver disease; the histological spectrum of which ranges from steatosis to steatohepatitis. Nonalcoholic steatohepatitis (NASH) often leads to cirrhosis and development of hepatocellular carcinoma. To better understand pathogenesis of NAFLD, we performed the pathway of distinction analysis (PoDA) on a genome-wide association study dataset of 250 non-Hispanic white female adult patients with NAFLD, who were enrolled in the NASH Clinical Research Network (CRN) Database Study, to investigate whether biologic process variation measured through genomic variation of genes within these pathways was related to the development of steatohepatitis or cirrhosis. Pathways such as Recycling of eIF2:GDP, biosynthesis of steroids, Terpenoid biosynthesis and Cholesterol biosynthesis were found to be significantly associated with NASH. SNP variants in Terpenoid synthesis, Cholesterol biosynthesis and biosynthesis of steroids were associated with lobular inflammation and cytologic ballooning while those in Terpenoid synthesis were also associated with fibrosis and cirrhosis. These were also related to the NAFLD activity score (NAS) which is derived from the histological severity of steatosis, inflammation and ballooning degeneration. Eukaryotic protein translation and recycling of eIF2:GDP related SNP variants were associated with ballooning, steatohepatitis and cirrhosis. Il2 signaling events mediated by PI3K, Mitotic metaphase/anaphase transition, and Prostanoid ligand receptors were also significantly associated with cirrhosis. Taken together, the results provide evidence for additional ways, beyond the effects of single SNPs, by which genetic factors might contribute to the susceptibility to develop a particular phenotype of NAFLD and then progress to cirrhosis. Further studies are warranted to explain potential important genetic roles of these biological processes in NAFLD.


Subject(s)
Fatty Liver/genetics , Fatty Liver/metabolism , Genome-Wide Association Study , Polymorphism, Single Nucleotide , Signal Transduction , Adult , Computational Biology/methods , Fatty Liver/pathology , Female , Genotype , Humans , Liver Cirrhosis/genetics , Liver Cirrhosis/metabolism , Non-alcoholic Fatty Liver Disease , Phenotype , White People
16.
PLoS One ; 8(3): e55037, 2013.
Article in English | MEDLINE | ID: mdl-23555554

ABSTRACT

BACKGROUND: Ovarian cancer remains a significant public health burden, with the highest mortality rate of all the gynecological cancers. This is attributable to the late stage at which the majority of ovarian cancers are diagnosed, coupled with the low and variable response of advanced tumors to standard chemotherapies. To date, clinically useful predictors of treatment response remain lacking. Identifying the genetic determinants of ovarian cancer survival and treatment response is crucial to the development of prognostic biomarkers and personalized therapies that may improve outcomes for the late-stage patients who comprise the majority of cases. METHODS: To identify constitutional genetic variations contributing to ovarian cancer mortality, we systematically investigated associations between germline polymorphisms and ovarian cancer survival using data from The Cancer Genome Atlas Project (TCGA). Using stage-stratified Cox proportional hazards regression, we examined >650,000 SNP loci for association with survival. We additionally examined whether the association of significant SNPs with survival was modified by somatic alterations. RESULTS: Germline polymorphisms at rs4934282 (AGAP11/C10orf116) and rs1857623 (DNAH14) were associated with stage-adjusted survival (p= 1.12e-07 and 1.80e-07, FDR q= 1.2e-04 and 2.4e-04, respectively). A third SNP, rs4869 (C10orf116), was additionally identified as significant in the exome sequencing data; it is in near-perfect LD with rs4934282. The associations with survival remained significant when somatic alterations. CONCLUSIONS: Discovery analysis of TCGA data reveals germline genetic variations that may play a role in ovarian cancer survival even among late-stage cases. The significant loci are located near genes previously reported as having a possible relationship to platinum and taxol response. Because the variant alleles at the significant loci are common (frequencies for rs4934282 A/C alleles = 0.54/0.46, respectively; rs1857623 A/G alleles = 0.55/0.45, respectively) and germline variants can be assayed noninvasively, our findings provide potential targets for further exploration as prognostic biomarkers and individualized therapies.


Subject(s)
Exome/genetics , Genetic Loci , Germ-Line Mutation , Ovarian Neoplasms/genetics , Ovarian Neoplasms/mortality , Polymorphism, Single Nucleotide , Disease-Free Survival , Female , Genetic Markers , Humans , Ovarian Neoplasms/drug therapy , Survival Rate
17.
Clin Orthop Relat Res ; 471(3): 843-50, 2013 Mar.
Article in English | MEDLINE | ID: mdl-22983682

ABSTRACT

BACKGROUND: To avoid complications associated with under- or overtreatment of patients with skeletal metastases, doctors need accurate survival estimates. Unfortunately, prognostic models for patients with skeletal metastases of the extremities are lacking, and physician-based estimates are generally inaccurate. QUESTIONS/PURPOSES: We developed three types of prognostic models and compared them using calibration plots, receiver operating characteristic (ROC) curves, and decision curve analysis to determine which one is best suited for clinical use. METHODS: A training set consisted of 189 patients who underwent surgery for skeletal metastases. We created models designed to predict 3- and 12-month survival using three methods: an Artificial Neural Network (ANN), a Bayesian Belief Network (BBN), and logistic regression. We then performed crossvalidation and compared the models in three ways: calibration plots plotting predicted against actual risk; area under the ROC curve (AUC) to discriminate the probability that a patient who died has a higher predicted probability of death compared to a patient who did not die; and decision curve analysis to quantify the clinical consequences of over- or undertreatment. RESULTS: All models appeared to be well calibrated, with the exception of the BBN, which underestimated 3-month survival at lower probability estimates. The ANN models had the highest discrimination, with an AUC of 0.89 and 0.93, respectively, for the 3- and 12-month models. Decision analysis revealed all models could be used clinically, but the ANN models consistently resulted in the highest net benefit, outperforming the BBN and logistic regression models. CONCLUSIONS: Our observations suggest use of the ANN model to aid decisions about surgery would lead to better patient outcomes than other alternative approaches to decision making. LEVEL OF EVIDENCE: Level II, prognostic study. See Instructions for Authors for a complete description of levels of evidence.


Subject(s)
Bone Neoplasms/secondary , Bone Neoplasms/surgery , Decision Support Techniques , Orthopedic Procedures , Aged , Bayes Theorem , Bone Neoplasms/mortality , Female , Humans , Logistic Models , Male , Middle Aged , Neural Networks, Computer , Orthopedic Procedures/adverse effects , Orthopedic Procedures/mortality , Patient Selection , Predictive Value of Tests , Probability , ROC Curve , Retrospective Studies , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome
18.
Mol Cell Biol ; 32(10): 1984-97, 2012 May.
Article in English | MEDLINE | ID: mdl-22411629

ABSTRACT

TAF7, a component of the TFIID complex that nucleates the assembly of transcription preinitiation complexes, also independently interacts with and regulates the enzymatic activities of other transcription factors, including P-TEFb, TFIIH, and CIITA, ensuring an orderly progression in transcription initiation. Since not all TAFs are required in terminally differentiated cells, we examined the essentiality of TAF7 in cells at different developmental stages in vivo. Germ line disruption of the TAF7 gene is embryonic lethal between 3.5 and 5.5 days postcoitus. Mouse embryonic fibroblasts with TAF7 deleted cease transcription globally and stop proliferating. In contrast, whereas TAF7 is essential for the differentiation and proliferation of immature thymocytes, it is not required for subsequent, proliferation-independent differentiation of lineage committed thymocytes or for their egress into the periphery. TAF7 deletion in peripheral CD4 T cells affects only a small number of transcripts. However, T cells with TAF7 deleted are not able to undergo activation and expansion in response to antigenic stimuli. These findings suggest that TAF7 is essential for proliferation but not for proliferation-independent differentiation.


Subject(s)
Cell Differentiation , Cell Proliferation , T-Lymphocytes/metabolism , TATA-Binding Protein Associated Factors/metabolism , Transcription Factor TFIID/metabolism , Animals , CD4-Positive T-Lymphocytes/cytology , CD4-Positive T-Lymphocytes/metabolism , Cell Lineage , Embryo, Mammalian/cytology , Embryo, Mammalian/embryology , Embryo, Mammalian/metabolism , Mice , Mice, Transgenic , T-Lymphocytes/cytology , TATA-Binding Protein Associated Factors/genetics , Transcription Factor TFIID/genetics , Transcription, Genetic
19.
BMC Cancer ; 12: 101, 2012 Mar 21.
Article in English | MEDLINE | ID: mdl-22436457

ABSTRACT

BACKGROUND: Despite aggressive multimodal treatments the overall survival of patients with high-risk neuroblastoma remains poor. The aim of this study was to identify novel combination chemotherapy to improve survival rate in patients with high-risk neuroblastoma. METHODS: We took a synthetic lethal approach using a siRNA library targeting 418 apoptosis-related genes and identified genes and pathways whose inhibition synergized with topotecan. Microarray analyses of cells treated with topotecan were performed to identify if the same genes or pathways were altered by the drug. An inhibitor of this pathway was used in combination with topotecan to confirm synergism by in vitro and in vivo studies. RESULTS: We found that there were nine genes whose suppression synergized with topotecan to enhance cell death, and the NF-κB signaling pathway was significantly enriched. Microarray analysis of cells treated with topotecan revealed a significant enrichment of NF-κB target genes among the differentially altered genes, suggesting that NF-κB pathway was activated in the treated cells. Combination of topotecan and known NF-κB inhibitors (NSC 676914 or bortezomib) significantly reduced cell growth and induced caspase 3 activity in vitro. Furthermore, in a neuroblastoma xenograft mouse model, combined treatment of topotecan and bortezomib significantly delayed tumor formation compared to single-drug treatments. CONCLUSIONS: Synthetic lethal screening provides a rational approach for selecting drugs for use in combination therapy and warrants clinical evaluation of the efficacy of the combination of topotecan and bortezomib or other NF-κB inhibitors in patients with high risk neuroblastoma.


Subject(s)
Antineoplastic Agents/pharmacology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , NF-kappa B/antagonists & inhibitors , Neuroblastoma/drug therapy , Topoisomerase I Inhibitors/pharmacology , Topotecan/pharmacology , Animals , Apoptosis/drug effects , Apoptosis/genetics , Blotting, Western , Boronic Acids/administration & dosage , Bortezomib , Caspase 3/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Mice , Mice, SCID , Microarray Analysis , Neuroblastoma/metabolism , Pyrazines/administration & dosage , RNA, Small Interfering , Xenograft Model Antitumor Assays
20.
Cancer Res ; 72(4): 1001-12, 2012 Feb 15.
Article in English | MEDLINE | ID: mdl-22147261

ABSTRACT

Ezrin links the plasma membrane to the actin cytoskeleton where it plays a pivotal role in the metastatic progression of several human cancers; however, the precise mechanistic basis for its role remains unknown. Here, we define transitions between active (phosphorylated open) and inactive (dephosphorylated closed) forms of Ezrin that occur during metastatic progression in osteosarcoma. In our evaluation of these conformations we expressed C-terminal mutant forms of Ezrin that are open (phosphomimetic T567D) or closed (phosphodeficient T567A) and compared their biologic characteristics to full-length wild-type Ezrin in osteosarcoma cells. Unexpectedly, cells expressing open, active Ezrin could form neither primary orthotopic tumors nor lung metastases. In contrast, cells expressing closed, inactive Ezrin were also deficient in metastasis but were unaffected in their capacity for primary tumor growth. By imaging single metastatic cells in the lung, we found that cells expressing either open or closed Ezrin displayed increased levels of apoptosis early after their arrival in the lung. Gene expression analysis suggested dysregulation of genes that are functionally linked to carbohydrate and amino acid metabolism. In particular, cells expressing closed, inactive Ezrin exhibited reduced lactate production and basal or ATP-dependent oxygen consumption. Collectively, our results suggest that dynamic regulation of Ezrin phosphorylation at amino acid T567 that controls structural transitions of this protein plays a pivotal role in tumor progression and metastasis, possibly in part by altering cellular metabolism.


Subject(s)
Cytoskeletal Proteins/metabolism , Lung Neoplasms/prevention & control , Lung Neoplasms/secondary , Osteosarcoma/prevention & control , Osteosarcoma/secondary , Animals , Cell Line, Tumor , Cytoskeletal Proteins/genetics , Gene Expression , Humans , Lung Neoplasms/metabolism , Mice , Microscopy, Video/methods , Mutation , Osteosarcoma/metabolism , Phenotype , Phosphorylation , Protein Conformation
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