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1.
Cancer Res ; 76(9): 2573-86, 2016 05 01.
Article in English | MEDLINE | ID: mdl-27197264

ABSTRACT

Treatment of metastatic gastric cancer typically involves chemotherapy and monoclonal antibodies targeting HER2 (ERBB2) and VEGFR2 (KDR). However, reliable methods to identify patients who would benefit most from a combination of treatment modalities targeting the tumor stroma, including new immunotherapy approaches, are still lacking. Therefore, we integrated a mouse model of stromal activation and gastric cancer genomic information to identify gene expression signatures that may inform treatment strategies. We generated a mouse model in which VEGF-A is expressed via adenovirus, enabling a stromal response marked by immune infiltration and angiogenesis at the injection site, and identified distinct stromal gene expression signatures. With these data, we designed multiplexed IHC assays that were applied to human primary gastric tumors and classified each tumor to a dominant stromal phenotype representative of the vascular and immune diversity found in gastric cancer. We also refined the stromal gene signatures and explored their relation to the dominant patient phenotypes identified by recent large-scale studies of gastric cancer genomics (The Cancer Genome Atlas and Asian Cancer Research Group), revealing four distinct stromal phenotypes. Collectively, these findings suggest that a genomics-based systems approach focused on the tumor stroma can be used to discover putative predictive biomarkers of treatment response, especially to antiangiogenesis agents and immunotherapy, thus offering an opportunity to improve patient stratification. Cancer Res; 76(9); 2573-86. ©2016 AACR.


Subject(s)
Stomach Neoplasms/classification , Stomach Neoplasms/genetics , Transcriptome/genetics , Tumor Microenvironment/genetics , Animals , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Computational Biology/methods , Disease Models, Animal , Gene Expression Profiling/methods , Heterografts , Humans , Image Processing, Computer-Assisted , Immunohistochemistry , Mice , Neovascularization, Pathologic/genetics , Oligonucleotide Array Sequence Analysis , Tissue Array Analysis , Vascular Endothelial Growth Factor A/metabolism
2.
Proc Natl Acad Sci U S A ; 110(29): 11982-7, 2013 Jul 16.
Article in English | MEDLINE | ID: mdl-23818604

ABSTRACT

Limitations on the number of unique protein and DNA molecules that can be characterized microscopically in a single tissue specimen impede advances in understanding the biological basis of health and disease. Here we present a multiplexed fluorescence microscopy method (MxIF) for quantitative, single-cell, and subcellular characterization of multiple analytes in formalin-fixed paraffin-embedded tissue. Chemical inactivation of fluorescent dyes after each image acquisition round allows reuse of common dyes in iterative staining and imaging cycles. The mild inactivation chemistry is compatible with total and phosphoprotein detection, as well as DNA FISH. Accurate computational registration of sequential images is achieved by aligning nuclear counterstain-derived fiducial points. Individual cells, plasma membrane, cytoplasm, nucleus, tumor, and stromal regions are segmented to achieve cellular and subcellular quantification of multiplexed targets. In a comparison of pathologist scoring of diaminobenzidine staining of serial sections and automated MxIF scoring of a single section, human epidermal growth factor receptor 2, estrogen receptor, p53, and androgen receptor staining by diaminobenzidine and MxIF methods yielded similar results. Single-cell staining patterns of 61 protein antigens by MxIF in 747 colorectal cancer subjects reveals extensive tumor heterogeneity, and cluster analysis of divergent signaling through ERK1/2, S6 kinase 1, and 4E binding protein 1 provides insights into the spatial organization of mechanistic target of rapamycin and MAPK signal transduction. Our results suggest MxIF should be broadly applicable to problems in the fields of basic biological research, drug discovery and development, and clinical diagnostics.


Subject(s)
Biomarkers, Tumor/metabolism , Breast Neoplasms/diagnosis , Colonic Neoplasms/diagnosis , Formaldehyde , Microscopy, Fluorescence/methods , Paraffin Embedding/methods , 3,3'-Diaminobenzidine/metabolism , Cell Line, Tumor , Female , Humans , Image Processing, Computer-Assisted , Immunohistochemistry , In Situ Hybridization, Fluorescence , Receptor, ErbB-2/metabolism , Receptors, Androgen/metabolism , Receptors, Estrogen/metabolism , Statistics, Nonparametric , Tumor Suppressor Protein p53/metabolism
3.
Fungal Genet Biol ; 49(9): 679-80, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22634272

ABSTRACT

The pathogenicity of the opportunistic human fungal pathogen Candida albicans depends on its ability to inhibit effective destruction by host phagocytes. Using live cell video microscopy, we show here for the first time that C. albicans inhibits cell division in macrophages undergoing mitosis. Inhibition of macrophage cell division is dependent on the ability of C. albicans to form hyphae, as it is rarely observed following phagocytosis of UV-killed or morphogenesis-defective mutant Candida. Interestingly, failed cell division following phagocytosis of hyphal C. albicans is surprisingly common, and leads to the formation of large multinuclear macrophages. This raises question as to whether inhibition of macrophage cell division is another virulence attribute of C. albicans or enables host macrophages to contain the pathogen.


Subject(s)
Candida albicans/physiology , Candidiasis/physiopathology , Cell Division , Macrophages/cytology , Animals , Candida albicans/growth & development , Candidiasis/immunology , Candidiasis/microbiology , Cell Line , Cell Proliferation , Down-Regulation , Humans , Hyphae/growth & development , Macrophages/immunology , Macrophages/microbiology , Mice , Phagocytosis
4.
PLoS Pathog ; 8(3): e1002578, 2012.
Article in English | MEDLINE | ID: mdl-22438806

ABSTRACT

Candida albicans is a major life-threatening human fungal pathogen. Host defence against systemic Candida infection relies mainly on phagocytosis of fungal cells by cells of the innate immune system. In this study, we have employed video microscopy, coupled with sophisticated image analysis tools, to assess the contribution of distinct C. albicans cell wall components and yeast-hypha morphogenesis to specific stages of phagocytosis by macrophages. We show that macrophage migration towards C. albicans was dependent on the glycosylation status of the fungal cell wall, but not cell viability or morphogenic switching from yeast to hyphal forms. This was not a consequence of differences in maximal macrophage track velocity, but stems from a greater percentage of macrophages pursuing glycosylation deficient C. albicans during the first hour of the phagocytosis assay. The rate of engulfment of C. albicans attached to the macrophage surface was significantly delayed for glycosylation and yeast-locked morphogenetic mutant strains, but enhanced for non-viable cells. Hyphal cells were engulfed at a slower rate than yeast cells, especially those with hyphae in excess of 20 µm, but there was no correlation between hyphal length and the rate of engulfment below this threshold. We show that spatial orientation of the hypha and whether hyphal C. albicans attached to the macrophage via the yeast or hyphal end were also important determinants of the rate of engulfment. Breaking down the overall phagocytic process into its individual components revealed novel insights into what determines the speed and effectiveness of C. albicans phagocytosis by macrophages.


Subject(s)
Candida albicans/immunology , Candidiasis/immunology , Cell Wall/immunology , Macrophages, Peritoneal/immunology , Phagocytosis/immunology , Animals , Candida albicans/metabolism , Candida albicans/pathogenicity , Candidiasis/microbiology , Cell Movement , Cell Wall/chemistry , Disease Models, Animal , Female , Glycosylation , Immunity, Innate , Macrophages, Peritoneal/metabolism , Macrophages, Peritoneal/microbiology , Mice , Mice, Inbred BALB C
5.
Mol Vis ; 18: 139-50, 2012.
Article in English | MEDLINE | ID: mdl-22275805

ABSTRACT

PURPOSE: To investigate the roles of intracellular signaling elicited by Hedgehog (Hh) ligands in corneal maintenance and wound healing. METHODS: The expression of Hedgehog pathway components in the cornea was assayed by immunohistochemistry, western blot and reverse-transcription polymerase chain reaction (RT-PCR), in wild-type mice and mice that were heterozygous null for the gene encoding the transcription factor, paired box gene 6 (Pax6).  Corneal epithelial wound healing and cell migration assays were performed after pharmacological upregulation and downregulation of the hedgehog pathway.  Reporter mice, mosaic for expression of the gene encoding ß-galactosidase (LacZ), were crossed to Pax6(+/-) mice, mice heterozygous for the gene encoding GLI-Kruppel family member GLI3, and Pax6(+/-)Gli3(+/-) double heterozygotes, to assay patterns of cell migration and corneal epithelial organization in vivo. RESULTS: Corneal epithelial wound healing rates increased in response to application of Sonic hedgehog (Shh), but only in mice with wild-type Pax6 dosage.  Downregulation of Hedgehog signalling inhibited corneal epithelial cell proliferation.  Pax6(+/-) corneal epithelia showed increased proliferation in response to exogenous Shh, but not increased migration. Desert hedgehog (Dhh) was shown to be the major endogenous ligand, with Shh detectable only by RT-PCR and only after epithelial wounding. The activity of phosphatidylinositol-3-OH kinase-γ (PI3Kγ) was not required for the increased migration response in response to Shh.  Nuclear expression of the activator form of the transcription factor Gli3 (which mediates Hh signalling) was reduced in Pax6(+/-) corneal epithelia. Pax6(+/-)Gli3(+/-) double heterozygotes showed highly disrupted patterns of clonal arrangement of cells in the corneal epithelium. CONCLUSIONS: The data show key roles for endogenous Dhh signalling in maintenance and regeneration of the corneal epithelium, demonstrate an interaction between Pax6 and Hh signalling in the corneal epithelium, and show that failure of Hh signalling pathways is a feature of Pax6(+/-) corneal disease that cannot be remedied pharmacologically by addition of the ligands.


Subject(s)
Epithelium, Corneal/metabolism , Eye Proteins/genetics , Gene Dosage , Hedgehog Proteins/metabolism , Homeodomain Proteins/genetics , Paired Box Transcription Factors/genetics , Regeneration/genetics , Repressor Proteins/genetics , Signal Transduction , Animals , Cell Movement/drug effects , Cell Proliferation/drug effects , Clone Cells , Epithelial Cells/cytology , Epithelial Cells/drug effects , Epithelial Cells/enzymology , Epithelium, Corneal/cytology , Epithelium, Corneal/drug effects , Gene Expression Regulation/drug effects , Hedgehog Proteins/genetics , Heterozygote , Kruppel-Like Transcription Factors/metabolism , Mice , Nerve Tissue Proteins/metabolism , PAX6 Transcription Factor , Peptides/pharmacology , Phosphatidylinositol 3-Kinases/metabolism , Regeneration/drug effects , Signal Transduction/drug effects , Signal Transduction/genetics , Veratrum Alkaloids/pharmacology , Wound Healing/drug effects , Wound Healing/genetics , Zinc Finger Protein Gli3
6.
Aging Cell ; 9(4): 506-18, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20497131

ABSTRACT

The normal aging process is a complex phenomenon associated with physiological alterations in the function of cells and organs over time. Although an attractive candidate for mediating transcriptional dysregulation, the contribution of epigenetic dysregulation to these progressive changes in cellular physiology remains unclear. In this study, we employed the genome-wide HpaII tiny fragment enrichment by ligation-mediated PCR assay to define patterns of cytosine methylation throughout the rat genome and the luminometric methylation analysis assay to measure global levels of DNA methylation in the same samples. We studied both liver and visceral adipose tissues and demonstrated significant differences in DNA methylation with age at > 5% of sites analyzed. Furthermore, we showed that epigenetic dysregulation with age is a highly tissue-dependent phenomenon. The most distinctive loci were located at intergenic sequences and conserved noncoding elements, and not at promoters nor at CG-dinucleotide-dense loci. Despite this, we found that there was a subset of genes at which cytosine methylation and gene expression changes were concordant. Finally, we demonstrated that changes in methylation occur consistently near genes that are involved in metabolism and metabolic regulation, implicating their potential role in the pathogenesis of age-related diseases. We conclude that different patterns of epigenetic dysregulation occur in each tissue over time and may cause some of the physiological changes associated with normal aging.


Subject(s)
Aging/genetics , DNA Methylation/genetics , Organ Specificity/genetics , Animals , Biological Assay , Cytosine/metabolism , Epigenesis, Genetic , Gene Expression Profiling , Gene Regulatory Networks , Genetic Loci/genetics , Genome/genetics , Luminescent Measurements , Polymerase Chain Reaction , Rats , Reproducibility of Results
7.
Invest Ophthalmol Vis Sci ; 51(3): 1415-23, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19933176

ABSTRACT

PURPOSE: PAX6 heterozygosity (PAX6(+/-)) causes aniridia and aniridia-related keratopathy (ARK) in humans, but the pathway from gene dosage deficiency to clinical disease has not been fully characterized. Recently, the authors suggested a model of a chronic wound state exacerbated by oxidative stress, showed the barrier function of Pax6(+/-) corneas is compromised and suggested Pax6(+/-) corneas show the molecular signature of a perpetual wound-healing state. METHODS: Pax6(+/-) mice were used as a model for Pax6-related corneal diseases and in vivo wound-healing assays. Immunohistochemistry and electron microscopy analyses were performed on mutant and wounded corneas. RESULTS: This work reports defects in keratin, desmoplakin, and actin-based cytoskeletal structures in Pax6(+/-) cells. During wild-type corneal reepithelialization, cell fissures and desquamation, intracellular vesicles, intercellular gaps, and filopodialike structures were apparent, similar to the phenotypes seen in "unwounded" Pax6(+/-) corneal epithelia. Pax6(+/-) cells and wounded wild-type cells showed changed patterns of desmoplakin and actin localization. Protein oxidation and ERK1/2 and p38 MAPK phosphorylation were barely detected in the basal cells of intact wild-type corneal epithelia, but they were found in basal wild-type cells near the wound edge and throughout Pax6(+/-) corneal epithelia. CONCLUSIONS: These data show that cell junctions and cytoskeleton organization are dynamically remodeled in vivo by wounding and in Pax6(+/-) corneas. This apparent wound-healing phenotype contributes to the clinical aspects of ARK.


Subject(s)
Aniridia/metabolism , Cell Adhesion/physiology , Corneal Diseases/metabolism , Cytoskeletal Proteins/metabolism , Epithelium, Corneal/injuries , Eye Injuries/metabolism , Eye Proteins/physiology , Homeodomain Proteins/physiology , Paired Box Transcription Factors/physiology , Repressor Proteins/physiology , Actins/metabolism , Animals , Aniridia/pathology , Cells, Cultured , Corneal Diseases/pathology , Desmoplakins/metabolism , Epithelium, Corneal/metabolism , Epithelium, Corneal/ultrastructure , Eye Injuries/pathology , Female , Keratins/metabolism , Male , Mice , Mice, Inbred CBA , Microscopy, Electron, Scanning , Microscopy, Electron, Transmission , Mitogen-Activated Protein Kinase 3/metabolism , Mitogen-Activated Protein Kinase 6/metabolism , PAX6 Transcription Factor , Phosphorylation , p38 Mitogen-Activated Protein Kinases/metabolism
8.
Am J Med Genet A ; 143A(8): 830-8, 2007 Apr 15.
Article in English | MEDLINE | ID: mdl-17357124

ABSTRACT

Autosomal recessive nonsyndromic sensorineural hearing impairment (ARNSHI) comprises 80% of familial hearing loss cases. Approximately half result from mutations in the connexin 26 (Cx26) gene, GJB2, in Caucasian populations. Heterozygous mutations in GJB2 occasionally co-occur with a deletion of part of GJB6 (connexin 30; Cx30). It is estimated that approximately 1% of deafness is maternally inherited, due to mutations in mitochondrial DNA (mtDNA). Few studies have focused on the frequency of mutations in connexins or mtDNA in African American (AA) and Caribbean Hispanic (CH) admixture populations. In this study, we performed bidirectional sequencing of the GJB2 gene and polymerase chain reaction (PCR) screening for the common GJB6 deletion, as well as PCR/RFLP analysis for three mutations in mtDNA (A1555G, A3243G, A7445G), in 109 predominantly simplex AA and CH individuals. Variations found were a 101T > C (M34T; 1/101 cases), 109G > A (V37I; 1/101), 35delG (mutation; 4/101, (3/4) of non-AA/CH ethnicity), 167delT (mutation; 1/101), 139G > T (mutation; E47X; 1/101 homozygote, consanguineous), -15C > T (1/101), 79G > A (V27I; 9/101), 380G > A (R127H; 4/101; Guyana, India, Pakistan ethnicity), 670A > C (Indeterminate; K224Q; 1/101), 503A > G (novel; K168R; 3/101) and 684C > A (novel; 1/101). All but one of the AA and CH patients had monoallelic variations. There were no hemizygous GJB6 deletions in those with monoallelic GJB2 variations. We also did not identify any patients with the three mutations in mtDNA. Bidirectional sequencing of the GJB2 gene was performed in 187 AA and Hispanic healthy individuals. Our results reveal that GJB2 mutations, GJB6 deletions, and mtDNA mutations may not be significant in these minority admixture populations.


Subject(s)
Connexins/genetics , DNA, Mitochondrial/genetics , Hearing Loss/ethnology , Hearing Loss/genetics , Mutation , Black or African American/genetics , Caribbean Region/ethnology , Connexin 26 , Connexin 30 , DNA Mutational Analysis , Gene Frequency , Hispanic or Latino/genetics , Humans
9.
Cancer Detect Prev ; 30(4): 333-40, 2006.
Article in English | MEDLINE | ID: mdl-16971051

ABSTRACT

BACKGROUND: Recently, Denaturing High-Performance Liquid Chromatography (DHPLC) has been widely used for mutation detection hMLH1 and hMSH2 genes due to reduced cost of analysis, accuracy, and high sample throughput. Unfortunately, one major drawback in screening the hMLH1 and hMSH2 genes with any analysis technique involves sample preparation. Additionally, there are limitations to this technique which include: (1) amplicons for hMLH1 and hMSH2 exons cannot be generated under the same PCR thermal cycler condition due to differences in the annealing temperatures of the traditional primer sets which drastically increases sample preparation time; (2) due to minimal changes in the DHPLC chromatogram when compared to the corresponding wild-type amplicon, there is a possibility to not detect a homozygous mutation; and (3) lack of specialized mutation analysis software for automated screening of the hMLH1 and hMSH2 genes with the Transgenomic Wave system. METHODS: To overcome these limitations, the hMLH1 and hMSH2 condition-oriented-PCR primer-embedded-reactor (COPPER) plate was developed to reduce the sample preparation time and technological skill required for analysis, as well as standardize a mutation screening technique for hMLH1 and hMSH2 analysis using the Transgenomic Wave system for research and clinical genetics investigations. In this study, we validated the COPPER plate for simultaneous amplification of the exons of the hMLH1 and hMSH2 genes coupled to DHPLC detection for colorectal cancer (CRC) patients. RESULTS AND CONCLUSIONS: Our results suggest that the COPPER plate DHPLC approach is a simple, cost effective, accurate, universal, and reproducible technology for screening hMLH1 and hMSH2 genes which are associated with human CRC. We also believe that the COPPER plate DHPLC approach is amenable for characterization of other germline alterations in clinical genetics and pharmacogenetics.


Subject(s)
Carrier Proteins/genetics , Colorectal Neoplasms/genetics , Germ-Line Mutation/genetics , MutS Homolog 2 Protein/genetics , Mutation , Nuclear Proteins/genetics , Adaptor Proteins, Signal Transducing , Base Pair Mismatch , Chromatography, High Pressure Liquid , DNA Mutational Analysis , DNA, Neoplasm/genetics , Genetic Testing , Humans , Mass Screening , Middle Aged , MutL Protein Homolog 1 , Polymerase Chain Reaction , Reproducibility of Results
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