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1.
Genome Biol ; 21(1): 107, 2020 05 07.
Article in English | MEDLINE | ID: mdl-32381040

ABSTRACT

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


Subject(s)
Carcinoma, Non-Small-Cell Lung/metabolism , Cell Communication , Lung Neoplasms/metabolism , Receptor Cross-Talk , Tumor Microenvironment , Adenocarcinoma/metabolism , Cell Line, Tumor , Fibroblasts/metabolism , Humans , Intercellular Signaling Peptides and Proteins/metabolism , Primary Cell Culture
2.
Mod Pathol ; 25(11): 1446-51, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22743651

ABSTRACT

Propranolol has recently emerged as an effective therapy for infantile hemangiomas causing regression. The ß-adrenergic receptor (AR) antagonist is thought to cause vasoconstriction by its effect on nitric oxide, block angiogenesis by its effect on vascular endothelial growth factor (VEGF), and induce apoptosis. In a prior report, we identified expression of ß2-AR (B2-AR) and its phosphorylated form (B2-ARP) in a case of infantile hemangioma that responded to propranolol treatment. We now explore the expression of ßARs on a variety of vascular lesions utilizing a tissue microarray containing 141 lesions, including infantile hemangiomas, angiosarcomas, hemangiomas, hemangioendotheliomas, and various vascular malformations. The array was immunostained for B2-AR, B2-ARP, and ß3-AR (B3-AR), and the results scored for the intensity of endothelial cell expression as negative, weak positive, or strong positive. All phases of infantile hemangiomas had strong expression of all three receptors, with the exception of only weak expression of B2-ARP in the proliferative phase infantile hemangioma. Strong expression of all three receptors was present in many hemangiomas, hemangioendotheliomas, and vascular malformations. Absent to weak expression of all three receptors was seen in glomus tumor, hobnail hemangioendothelioma, pyogenic granuloma, and reactive vascular proliferations. This is the first study to report ß-AR expression in a variety of vascular lesions. Although immunohistochemical expression of the receptors does not necessarily indicate that similar pathways of responsiveness to ß-blockade are present, it does raises the possibility that ß-blockade could potentially affect apoptosis and decrease responsiveness to VEGF. Additional study is warranted, as therapeutic options are limited for some patients with these lesions.


Subject(s)
Biomarkers, Tumor/analysis , Neoplasms, Vascular Tissue/chemistry , Receptors, Adrenergic, beta-2/analysis , Receptors, Adrenergic, beta-3/analysis , Cell Proliferation , Hemangioendothelioma/chemistry , Hemangioendothelioma/pathology , Hemangioma/chemistry , Hemangioma/pathology , Hemangiosarcoma/chemistry , Hemangiosarcoma/pathology , Humans , Immunohistochemistry , Neoplasms, Vascular Tissue/pathology , Phosphorylation , Tissue Array Analysis
3.
Sci Transl Med ; 3(98): 98ra82, 2011 Aug 31.
Article in English | MEDLINE | ID: mdl-21885404

ABSTRACT

Integrating transcriptomic sequencing with conventional cytogenetics, we identified WWTR1 (WW domain-containing transcription regulator 1) (3q25) and CAMTA1 (calmodulin-binding transcription activator 1) (1p36) as the two genes involved in the t(1;3)(p36;q25) chromosomal translocation that is characteristic of epithelioid hemangioendothelioma (EHE), a vascular sarcoma. This WWTR1/CAMTA1 gene fusion is under the transcriptional control of the WWTR1 promoter and encodes a putative chimeric transcription factor that joins the amino terminus of WWTR1, a protein that is highly expressed in endothelial cells, in-frame to the carboxyl terminus of CAMTA1, a protein that is normally expressed only in brain. Thus, CAMTA1 expression is activated inappropriately through a promoter-switch mechanism. The gene fusion is present in virtually all EHEs tested but is absent from all other vascular neoplasms, demonstrating it to be a disease-defining genetic alteration. A sensitive and specific break-apart fluorescence in situ hybridization assay was also developed to detect the translocation and will assist in the evaluation of this diagnostically challenging neoplasm. The chimeric WWTR1/CAMTA1 transcription factor may represent a therapeutic target for EHE and offers the opportunity to shed light on the functions of two poorly characterized proteins.


Subject(s)
Gene Fusion/genetics , Hemangioendothelioma, Epithelioid/genetics , Calcium-Binding Proteins/genetics , Calcium-Binding Proteins/metabolism , Chromosome Breakage , Cytogenetic Analysis , Gene Expression Profiling , Genome, Human/genetics , Hemangioendothelioma, Epithelioid/pathology , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Intracellular Signaling Peptides and Proteins/genetics , Polymerase Chain Reaction , Trans-Activators/genetics , Trans-Activators/metabolism , Transcription Factors , Transcriptional Coactivator with PDZ-Binding Motif Proteins
4.
BMC Cancer ; 9: 165, 2009 May 29.
Article in English | MEDLINE | ID: mdl-19476653

ABSTRACT

BACKGROUND: In breast cancer patients, HER2 overexpression is routinely assessed by immunohistochemistry (IHC) and equivocal cases are subject to fluorescent in situ hybridization (FISH). Our study compares HER2 scoring by histopathologists with automated quantitation of staining, and determines the concordance of IHC scores with FISH results. METHODS: A tissue microarray was constructed from 1,212 invasive breast carcinoma cases with linked treatment and outcome information. IHC slides were semi-quantitatively scored by two independent pathologists on a range of 0 to 3+, and also analyzed with an Ariol automated system by two operators. 616 cases were scorable by both IHC and FISH. RESULTS: Using data from unequivocal positive (3+) or negative (0, 1+) results, both visual and automated scores were highly consistent: there was excellent concordance between two pathologists (kappa = 1.000, 95% CI: 1-1), between two machines (kappa = 1.000, 95% CI: 1-1), and between both visual and both machine scores (kappa = 0.898, 95% CI: 0.775-0.979). Two pathologists successfully distinguished negative, positive and equivocal cases (kappa = 0.929, 95% CI: 0.909-0.946), with excellent agreement with machine 1 scores (kappa = 0.835, 95% CI: 0.806-0.862; kappa = 0.837, 95% CI: 0.81-0.862), and good agreement with machine 2 scores (kappa = 0.698, 95% CI: 0.6723-0.723; kappa = 0.709, 95% CI: 0.684-0.732), whereas the two machines showed good agreement (kappa = 0.806, 95% CI: 0.785-0.826). When comparing categorized IHC scores and FISH results, the agreement was excellent for visual 1 (kappa = 0.814, 95% CI: 0.768-0.856), good for visual 2 (kappa = 0.763, 95% CI: 0.712-0.81) and machine 1 (kappa = 0.665, 95% CI: 0.609-0.718), and moderate for machine 2 (kappa = 0.535, 95% CI: 0.485-0.584). CONCLUSION: A fully automated image analysis system run by an experienced operator can provide results consistent with visual HER2 scoring. Further development of such systems will likely improve the accuracy of detection and categorization of membranous staining, making this technique suitable for use in quality assurance programs and eventually in clinical practice.


Subject(s)
Breast Neoplasms/enzymology , Receptor, ErbB-2/biosynthesis , Breast Neoplasms/pathology , Humans , Image Processing, Computer-Assisted/methods , Immunohistochemistry , In Situ Hybridization, Fluorescence , Microarray Analysis/methods , Observer Variation
5.
Clin Cancer Res ; 14(21): 6821-8, 2008 Nov 01.
Article in English | MEDLINE | ID: mdl-18980976

ABSTRACT

PURPOSE: We recently identified a KIT exon 11 mutation in an anorectal melanoma of a patient who had an excellent response to treatment with imatinib. To determine the frequency of KIT mutations across melanoma subtypes, we surveyed a large series of tumors. EXPERIMENTAL DESIGN: One hundred eighty-nine melanomas were screened for mutations in KIT exons 11, 13, and 17. KIT copy number was assessed by quantitative PCR. A subset of cases was evaluated for BRAF and NRAS mutations. Immunohistochemistry was done to assess KIT (CD117) expression. RESULTS: KIT mutations were detected in 23% (3 of 13) of acral melanomas, 15.6% (7 of 45) of mucosal melanomas, 7.7% (1 of 13) of conjunctival melanomas, 1.7% (1 of 58) of cutaneous melanomas, and 0% (0 of 60) of choroidal melanomas. Almost all the KIT mutations were of the type predicted to be imatinib sensitive. There was no overlap with NRAS mutations (11.1% of acral and 24.3% of mucosal tumors) or with BRAF mutations (absent in mucosal tumors). Increased KIT copy number was detected in 27.3% (3 of 11) of acral and 26.3% (10 of 38) of mucosal melanomas, but was less common among cutaneous (6.7%; 3 of 45), conjunctival (7.1%; 1 of 14), and choroidal melanomas (0 of 28). CD117 expression, present in 39% of 105 tumors representing all melanoma types, did not correlate with either KIT mutation status or KIT copy number. CONCLUSIONS: Our findings confirm that KIT mutations are most common in acral and mucosal melanomas but do not necessarily correlate with KIT copy number or CD117 expression. Screening for KIT mutations may open up new treatment options for melanoma patients.


Subject(s)
Genes, ras , Melanoma/genetics , Mutation , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins c-kit/genetics , Skin Neoplasms/genetics , Gene Dosage , Humans , Proto-Oncogene Proteins c-kit/metabolism
6.
Clin Cancer Res ; 14(5): 1423-30, 2008 Mar 01.
Article in English | MEDLINE | ID: mdl-18316565

ABSTRACT

PURPOSE: Macrophages are migratory cells that are frequently recruited to the site of tumors. Their presence is associated with poor clinical outcome in a variety of epithelial malignancies. The aim of this study is to examine the prognostic significance of tumor-associated macrophages in sarcomas. EXPERIMENTAL DESIGN: Global gene expression profiling data of a series of soft tissue tumors were analyzed for macrophage-associated gene expression. Immunohistochemistry on tissue microarrays containing leiomyosarcoma cases with known clinical outcome was used to verify the presence of macrophages and to examine the relationship between tumor-associated macrophages and clinical outcome. RESULTS: Gene expression profiling revealed high-level expression of several macrophage-associated genes such as CD163 and CD68 in a subset of leiomyosarcomas, indicating the presence of variable numbers of tumor-infiltrating macrophages. This was confirmed by CD68 and CD163 immunostaining of a tissue microarray containing 149 primary leiomyosarcomas. Kaplan-Meier survival analysis showed that high density of tumor-infiltrating macrophages as identified by CD163 or CD68 staining is associated with a significantly worse disease-specific survival in nongynecologic leiomyosarcomas, whereas leiomyosarcomas arising from the gynecologic tract showed no significant association between macrophage infiltration and survival. The presence of tumor necrosis did not correlate significantly with outcome. CONCLUSIONS: An increased density of CD163- or CD68-positive tumor-infiltrating macrophages is associated with poor outcome in nongynecologic leiomyosarcomas. This may help the clinical management of patients with leiomyosarcomas.


Subject(s)
Antigens, CD/genetics , Antigens, Differentiation, Myelomonocytic/genetics , Leiomyosarcoma/pathology , Macrophages/pathology , Receptors, Cell Surface/genetics , Soft Tissue Neoplasms/pathology , Adult , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Female , Follow-Up Studies , Gene Expression Profiling , Humans , Immunoenzyme Techniques , Macrophages/metabolism , Male , Middle Aged , Oligonucleotide Array Sequence Analysis , Prognosis , Survival Rate , Tissue Array Analysis
7.
J Med Chem ; 50(18): 4453-70, 2007 Sep 06.
Article in English | MEDLINE | ID: mdl-17676829

ABSTRACT

We herein disclose a novel chemical series of benzimidazole-ureas as inhibitors of VEGFR-2 and TIE-2 kinase receptors, both of which are implicated in angiogenesis. Structure-activity relationship (SAR) studies elucidated a critical role for the N1 nitrogen of both the benzimidazole (segment E) and urea (segment B) moieties. The SAR results were also supported by the X-ray crystallographic elucidation of the role of the N1 nitrogen and the urea moiety when the benzimidazole-urea compounds were bound to the VEGFR-2 enzyme. The left side phenyl ring (segment A) occupies the backpocket where a 3-hydrophobic substituent was favored for TIE-2 activity.


Subject(s)
Benzimidazoles/chemical synthesis , Models, Molecular , Receptor, TIE-2/antagonists & inhibitors , Vascular Endothelial Growth Factor Receptor-2/antagonists & inhibitors , Animals , Benzimidazoles/chemistry , Benzimidazoles/pharmacology , Binding Sites , Crystallography, X-Ray , Humans , Mice , Molecular Structure , NIH 3T3 Cells , Phosphorylation , Receptor, TIE-2/metabolism , Structure-Activity Relationship , Vascular Endothelial Growth Factor Receptor-2/chemistry
8.
J Pharmacol Exp Ther ; 315(3): 1306-13, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16144980

ABSTRACT

We describe N-[(2S)-2-(mercaptomethyl)-3-methylbutanoyl]-4-(1H-pyrazol-1-yl)-L-phenylalanine (GW796406), a vasopeptidase inhibitor (VPI) that possessed approximately 3-fold selectivity for neutral endopeptidase 24.11 (NEP) versus angiotensin-converting enzyme (ACE) in in vitro assays using rat and human enzymes. In the same assays, omapatrilat, the most extensively studied VPI, displayed approximately 3-fold selectivity for ACE. The in vivo ACE and NEP inhibition profile and the liability of the compounds to increase plasma extravasation were compared at two (low and high) therapeutically equivalent intravenous doses in the rat. At the low dose, both agents inhibited ACE activity by approximately 85%. Consistent with their in vitro ACE/NEP selectivity, omapatrilat produced 49% inhibition, whereas GW796406 produced >95% inhibition of NEP. Neither compound increased plasma extravasation. When the low dose was administered to rats pretreated with the NEP inhibitor ecadotril to normalize NEP background to <5% of control, only omapatrilat significantly increased plasma extravasation. At the high dose, omapatrilat and GW796406 produced profound, nonselective inhibition of ACE (>90%) and NEP (>95%), and they significantly increased plasma extravasation. The activity of the agents as inhibitors of dipeptidylpeptidase IV (DPP IV) and aminopeptidase P (APP) was also investigated. Neither compound inhibited DPP IV. Interestingly, omapatrilat, but not GW796406, was a relatively potent inhibitor of APP (IC50 = 260 nM). We investigated whether APP inhibition increased the plasma extravasation liability of GW796406. The low dose of GW796406 administered with apstatin, an APP inhibitor, did not increase plasma extravasation. This finding inferred that APP inhibition is not involved in plasma extravasation in the rat and that APP inhibition does not explain the increased plasma extravasation produced by omapatrilat in NEP-inhibited rats.


Subject(s)
Angiotensin-Converting Enzyme Inhibitors/pharmacology , Neprilysin/pharmacology , Plasma/drug effects , Pyridines/pharmacology , Thiazepines/pharmacology , Aminopeptidases/analysis , Aminopeptidases/antagonists & inhibitors , Angiotensin-Converting Enzyme Inhibitors/analysis , Animals , Dipeptidyl Peptidase 4/analysis , Dose-Response Relationship, Drug , Humans , Inhibitory Concentration 50 , Kidney/drug effects , Kidney/enzymology , Lung/drug effects , Lung/enzymology , Male , Neprilysin/analysis , Peptides/pharmacology , Phenylalanine/analogs & derivatives , Phenylalanine/chemistry , Phenylalanine/pharmacology , Plasma/physiology , Pyrazoles/chemistry , Pyrazoles/pharmacology , Rabbits , Rats , Rats, Sprague-Dawley , Rats, Wistar
9.
PLoS Biol ; 2(2): E7, 2004 Feb.
Article in English | MEDLINE | ID: mdl-14737219

ABSTRACT

Cancer invasion and metastasis have been likened to wound healing gone awry. Despite parallels in cellular behavior between cancer progression and wound healing, the molecular relationships between these two processes and their prognostic implications are unclear. In this study, based on gene expression profiles of fibroblasts from ten anatomic sites, we identify a stereotyped gene expression program in response to serum exposure that appears to reflect the multifaceted role of fibroblasts in wound healing. The genes comprising this fibroblast common serum response are coordinately regulated in many human tumors, allowing us to identify tumors with gene expression signatures suggestive of active wounds. Genes induced in the fibroblast serum-response program are expressed in tumors by the tumor cells themselves, by tumor-associated fibroblasts, or both. The molecular features that define this wound-like phenotype are evident at an early clinical stage, persist during treatment, and predict increased risk of metastasis and death in breast, lung, and gastric carcinomas. Thus, the transcriptional signature of the response of fibroblasts to serum provides a possible link between cancer progression and wound healing, as well as a powerful predictor of the clinical course in several common carcinomas.


Subject(s)
Gene Expression Regulation, Neoplastic , Gene Expression Regulation , Neoplasms/genetics , Serum Response Element/genetics , Wounds and Injuries/genetics , Disease Progression , Fibroblasts/pathology , Fibroblasts/physiology , Humans , Neoplasm Invasiveness , Neoplasms/physiopathology , Prognosis , Wounds and Injuries/physiopathology
10.
Am J Pathol ; 163(6): 2383-95, 2003 Dec.
Article in English | MEDLINE | ID: mdl-14633610

ABSTRACT

Dermatofibrosarcoma protuberans (DFSP) is an aggressive spindle cell neoplasm. It is associated with the chromosomal translocation, t(17:22), which fuses the COL1A1 and PDGFbeta genes. We determined the characteristic gene expression profile of DFSP and characterized DNA copy number changes in DFSP by array-based comparative genomic hybridization (array CGH). Fresh frozen and formalin-fixed, paraffin-embedded samples of DFSP were analyzed by array CGH (four cases) and DNA microarray analysis of global gene expression (nine cases). The nine DFSPs were readily distinguished from 27 other diverse soft tissue tumors based on their gene expression patterns. Genes characteristically expressed in the DFSPs included PDGF beta and its receptor, PDGFRB, APOD, MEOX1, PLA2R, and PRKCA. Array CGH of DNA extracted either from frozen tumor samples or from paraffin blocks yielded equivalent results. Large areas of chromosomes 17q and 22q, bounded by COL1A1 and PDGF beta, respectively, were amplified in DFSP. Expression of genes in the amplified regions was significantly elevated. Our data shows that: 1) DFSP has a distinctive gene expression profile; 2) array CGH can be applied successfully to frozen or formalin-fixed, paraffin-embedded tumor samples; 3) a characteristic amplification of sequences from chromosomes 17q and 22q, demarcated by the COL1A1 and PDGF beta genes, respectively, was associated with elevated expression of the amplified genes.


Subject(s)
Dermatofibrosarcoma/genetics , Gene Dosage , Gene Expression Profiling , Skin Neoplasms/genetics , Adult , Aged , Cryopreservation , Dermatofibrosarcoma/metabolism , Dermatofibrosarcoma/pathology , Female , Fixatives , Formaldehyde , Gene Expression , Humans , Immunohistochemistry , Male , Middle Aged , Nucleic Acid Hybridization , Oligonucleotide Array Sequence Analysis , Paraffin Embedding , Skin Neoplasms/metabolism , Skin Neoplasms/pathology , Tissue Fixation
11.
Lancet ; 359(9314): 1301-7, 2002 Apr 13.
Article in English | MEDLINE | ID: mdl-11965276

ABSTRACT

BACKGROUND: Soft-tissue tumours are derived from mesenchymal cells such as fibroblasts, muscle cells, or adipocytes, but for many such tumours the histogenesis is controversial. We aimed to start molecular characterisation of these rare neoplasms and to do a genome-wide search for new diagnostic markers. METHODS: We analysed gene-expression patterns of 41 soft-tissue tumours with spotted cDNA microarrays. After removal of errors introduced by use of different microarray batches, the expression patterns of 5520 genes that were well defined were used to separate tumours into discrete groups by hierarchical clustering and singular value decomposition. FINDINGS: Synovial sarcomas, gastrointestinal stromal tumours, neural tumours, and a subset of the leiomyosarcomas, showed strikingly distinct gene-expression patterns. Other tumour categories--malignant fibrous histiocytoma, liposarcoma, and the remaining leiomyosarcomas--shared molecular profiles that were not predicted by histological features or immunohistochemistry. Strong expression of known genes, such as KIT in gastrointestinal stromal tumours, was noted within gene sets that distinguished the different sarcomas. However, many uncharacterised genes also contributed to the distinction between tumour types. INTERPRETATION: These results suggest a new method for classification of soft-tissue tumours, which could improve on the method based on histological findings. Large numbers of uncharacterised genes contributed to distinctions between the tumours, and some of these could be useful markers for diagnosis, have prognostic significance, or prove possible targets for treatment.


Subject(s)
Gene Expression Regulation, Neoplastic/genetics , Oligonucleotide Array Sequence Analysis/methods , Sarcoma/genetics , Soft Tissue Neoplasms/genetics , Gene Expression Profiling , Humans , Sarcoma/classification , Sarcoma/pathology , Soft Tissue Neoplasms/classification , Soft Tissue Neoplasms/pathology
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