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1.
Stat Med ; 42(28): 5266-5284, 2023 12 10.
Artículo en Inglés | MEDLINE | ID: mdl-37715500

RESUMEN

In recent years, comprehensive cancer genomics platforms, such as The Cancer Genome Atlas (TCGA), provide access to an enormous amount of high throughput genomic datasets for each patient, including gene expression, DNA copy number alterations, DNA methylation, and somatic mutation. While the integration of these multi-omics datasets has the potential to provide novel insights that can lead to personalized medicine, most existing approaches only focus on gene-level analysis and lack the ability to facilitate biological findings at the pathway-level. In this article, we propose Bayes-InGRiD (Bayesian Integrative Genomics Robust iDentification of cancer subgroups), a novel pathway-guided Bayesian sparse latent factor model for the simultaneous identification of cancer patient subgroups (clustering) and key molecular features (variable selection) within a unified framework, based on the joint analysis of continuous, binary, and count data. By utilizing pathway (gene set) information, Bayes-InGRiD does not only enhance the accuracy and robustness of cancer patient subgroup and key molecular feature identification, but also promotes biological understanding and interpretation. Finally, to facilitate an efficient posterior sampling, an alternative Gibbs sampler for logistic and negative binomial models is proposed using Pólya-Gamma mixtures of normal to represent latent variables for binary and count data, which yields a conditionally Gaussian representation of the posterior. The R package "INGRID" implementing the proposed approach is currently available in our research group GitHub webpage (https://dongjunchung.github.io/INGRID/).


Asunto(s)
Genómica , Neoplasias , Humanos , Teorema de Bayes , Neoplasias/genética , Modelos Estadísticos , Metilación de ADN
2.
BMC Cancer ; 19(1): 491, 2019 May 23.
Artículo en Inglés | MEDLINE | ID: mdl-31122207

RESUMEN

BACKGROUND: Eukaryotic Initiation Factor 4E-Binding Protein (EIF4EBP1, 4EBP1) is overexpressed in many human cancers including breast cancer, yet the role of 4EBP1 in breast cancer remains understudied. Despite the known role of 4EBP1 as a negative regulator of cap-dependent protein translation, 4EBP1 is predicted to be an essential driving oncogene in many cancer cell lines in vitro, and can act as a driver of cancer cell proliferation. EIF4EBP1 is located within the 8p11-p12 genomic locus, which is frequently amplified in breast cancer and is known to predict poor prognosis and resistance to endocrine therapy. METHODS: Here we evaluated the effect of 4EBP1 targeting using shRNA knock-down of expression of 4EBP1, as well as response to the mTORC targeted drug everolimus in cell lines representing different breast cancer subtypes, including breast cancer cells with the 8p11-p12 amplicon, to better define a context and mechanism for oncogenic 4EBP1. RESULTS: Using a genome-scale shRNA screen on the SUM panel of breast cancer cell lines, we found 4EBP1 to be a strong hit in the 8p11 amplified SUM-44 cells, which have amplification and overexpression of 4EBP1. We then found that knock-down of 4EBP1 resulted in dramatic reductions in cell proliferation in 8p11 amplified breast cancer cells as well as in other luminal breast cancer cell lines, but had little or no effect on the proliferation of immortalized but non-tumorigenic human mammary epithelial cells. Kaplan-Meier analysis of EIF4EBP1 expression in breast cancer patients demonstrated that overexpression of this gene was associated with reduced relapse free patient survival across all breast tumor subtypes. CONCLUSIONS: These results are consistent with an oncogenic role of 4EBP1 in luminal breast cancer and suggests a role for this protein in cell proliferation distinct from its more well-known role as a regulator of cap-dependent translation.


Asunto(s)
Proteínas Adaptadoras Transductoras de Señales/metabolismo , Neoplasias de la Mama/metabolismo , Oncogenes , Fosfoproteínas/metabolismo , Proteínas Adaptadoras Transductoras de Señales/genética , Neoplasias de la Mama/mortalidad , Neoplasias de la Mama/patología , Puntos de Control del Ciclo Celular , Proteínas de Ciclo Celular , Proliferación Celular , Cromosomas Humanos Par 8/genética , Supervivencia sin Enfermedad , Everolimus/farmacología , Femenino , Amplificación de Genes , Técnicas de Silenciamiento del Gen , Humanos , Estimación de Kaplan-Meier , Células MCF-7 , Fosfoproteínas/genética , Fosforilación , Pronóstico , Receptores de Estrógenos , Recurrencia , Serina-Treonina Quinasas TOR/antagonistas & inhibidores , Transfección
3.
BMC Cancer ; 18(1): 1233, 2018 Dec 10.
Artículo en Inglés | MEDLINE | ID: mdl-30526553

RESUMEN

BACKGROUND: The gene desert on human chromosomal band 8q24 harbors multiple genetic variants associated with common cancers, including breast cancer. The locus, including the gene desert and its flanking genes, MYC, PVT1 and FAM84B, is also frequently amplified in human breast cancer. We generated a megadeletion (MD) mouse model lacking 430-Kb of sequence orthologous to the breast cancer-associated region in the gene desert. The goals were to examine the effect of the deletion on mammary cancer development and on transcript level regulation of the candidate genes within the locus. METHODS: The MD allele was engineered using the MICER system in embryonic stem cells and bred onto 3 well-characterized transgenic models for breast cancer, namely MMTV-PyVT, MMTV-neu and C3(1)-TAg. Mammary tumor growth, latency, multiplicity and metastasis were compared between homozygous MD and wild type mice carrying the transgenes. A reciprocal mammary gland transplantation assay was conducted to distinguish mammary cell-autonomous from non-mammary cell-autonomous anti-cancer effects. Gene expression analysis was done using quantitative real-time PCR. Chromatin interactions were evaluated by 3C. Gene-specific patient outcome data were analysed using the METABRIC and TCGA data sets through the cBioPortal website. RESULTS: Mice homozygous for the MD allele are viable, fertile, lactate sufficiently to nourish their pups, but maintain a 10% lower body weight mainly due to decreased adiposity. The deletion interferes with mammary tumorigenesis in mouse models for luminal and basal breast cancer. In the MMTV-PyVT model the mammary cancer-reducing effects of the allele are mammary cell-autonomous. We found organ-specific effects on transcript level regulation, with Myc and Fam84b being downregulated in mammary gland, prostate and mammary tumor samples. Through analysis using the METABRIC and TCGA datasets, we provide evidence that MYC and FAM84B are frequently co-amplified in breast cancer, but in contrast with MYC, FAM84B is frequently overexpressed in the luminal subtype, whereas MYC activity affect basal breast cancer outcomes. CONCLUSION: Deletion of a breast cancer-associated non-protein coding region affects mammary cancer development in 3 transgenic mouse models. We propose Myc as a candidate susceptibility gene, regulated by the gene desert locus, and a potential role for Fam84b in modifying breast cancer development.


Asunto(s)
Regulación Neoplásica de la Expresión Génica/genética , Genes myc/genética , Neoplasias Mamarias Experimentales/genética , Proteínas de Neoplasias/genética , Animales , Femenino , Técnicas de Inactivación de Genes , Proteínas de la Membrana , Ratones , Ratones Transgénicos
4.
Breast Cancer Res Treat ; 164(2): 349-358, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28484924

RESUMEN

PURPOSE: NSD3 has been implicated as a candidate driver oncogene from the 8p11-p12 locus, and we have previously published evidence for its amplification and overexpression in human breast cancer. This aim of this study was to further characterize the transforming function of NSD3 in vivo. METHODS: We generated a transgenic mouse model in which NSD3 gene expression was driven by the MMTV promoter and expressed in mammary epithelium of FVB mice. Mammary glands were fixed and whole mounts were stained with carmine to visualize gland structure. Mammary tumors were formalin-fixed, and paraffin embedded (FFPE) tumors were stained with hematoxylin and eosin. RESULTS: Pups born to transgenic females were significantly underdeveloped compared to pups born to WT females due to a lactation defect in transgenic female mice. Whole mount analysis of the mammary glands of transgenic female mice revealed a profound defect in functional differentiation of mammary gland alveoli that resulted in the lactation defect. We followed parous and virgin NSD3 transgenic and control mice to 50 weeks of age and observed that several NSD3 parous females developed mammary tumors. Whole mount analysis of the mammary glands of tumor-bearing mice revealed numerous areas of mammary hyperplasia and ductal dysplasia. Histological analysis showed that mammary tumors were high-grade ductal carcinomas, and lesions present in other mammary glands exhibited features of alveolar hyperplasia, ductal dysplasia, and carcinoma in situ. CONCLUSIONS: Our results are consistent with our previous studies and demonstrate that NSD3 is a transforming breast cancer oncogene.


Asunto(s)
Carcinoma Ductal de Mama/patología , Transformación Celular Neoplásica/patología , N-Metiltransferasa de Histona-Lisina/genética , Neoplasias Mamarias Experimentales/patología , Proteínas Nucleares/genética , Animales , Carcinoma Ductal de Mama/genética , Transformación Celular Neoplásica/genética , Femenino , Humanos , Hiperplasia , Lactancia , Neoplasias Mamarias Experimentales/genética , Ratones , Ratones Transgénicos , Clasificación del Tumor , Regiones Promotoras Genéticas
5.
Exp Cell Res ; 332(2): 223-35, 2015 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-25704758

RESUMEN

Gene amplification is a common mechanism of oncogene activation in cancer. Several large-scale efforts aimed at identifying the comprehensive set of genomic regions that are recurrently amplified in cancer have been completed. In breast cancer, these studies have identified recurrently amplified regions containing known drivers such as HER2 and CCND1 as well as regions where the driver oncogene is unknown. In this study, we integrated RNAi-based functional genetic data with copy number and expression data to identify genes that are recurrently amplified, overexpressed and also necessary for the growth/survival of breast cancer cells. Further analysis using clinical data from The Cancer Genome Atlas specifically identified candidate genes that play a role in determining patient outcomes. Using this approach, we identified two genes, TCP1 and CCT2, as being recurrently altered in breast cancer, necessary for growth/survival of breast cancer cells in vitro, and determinants of overall survival in breast cancer patients. We also show that expression of TCP1 is regulated by driver oncogene activation of PI3K signaling in breast cancer. Interestingly, the TCP1 and CCT2 genes both encode for components of a multi-protein chaperone complex in the cell known as the TCP1 Containing Ring Complex (TRiC). Our results demonstrate a role for the TRiC subunits TCP1 and CCT2, and potentially the entire TRiC complex, in breast cancer and provide rationale for TRiC as a novel therapeutic target in breast cancer.


Asunto(s)
Neoplasias de la Mama/metabolismo , Supervivencia Celular , Chaperonina con TCP-1/fisiología , Neoplasias de la Mama/genética , Neoplasias de la Mama/mortalidad , Línea Celular Tumoral , Femenino , Expresión Génica , Regulación Neoplásica de la Expresión Génica , Técnicas de Silenciamiento del Gen , Humanos , Oncogenes , Fosfatidilinositol 3-Quinasas/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Receptor Tipo 2 de Factor de Crecimiento de Fibroblastos/metabolismo , Análisis de Supervivencia
6.
Breast Cancer Res ; 17: 130, 2015 Sep 22.
Artículo en Inglés | MEDLINE | ID: mdl-26392082

RESUMEN

INTRODUCTION: Toll-like receptors (TLRs) are a family of pattern recognition receptors that are expressed on cells of the innate immune system. The ligands can be pathogen derived (pathogen associated molecular patterns; PAMPs) or endogenous (damage associated molecular patterns; DAMPs) that when bound induces activation of nuclear factor kappa B (NF-κB) and transcription of pro-inflammatory genes. TLRs have also been discovered in various malignant cell types, but with unknown function. METHODS: In this study we performed a detailed analysis of TLR and co-receptor expression pattern and function in breast cancer. Expression patterns were examined using real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry (IHC) on three estrogen receptor-positive (ER(+)) and four estrogen receptor/progesterone receptor-negative (ER(-)/PR(-); ER/PR-negative) breast cancer cell lines, and a breast cancer cohort consisting of 144 primary breast cancer samples. The function was investigated using in vitro assays comprising PAMP/DAMP-stimulation, downstream signaling and TLR-silencing experiments. RESULTS: We found that TLR4 was expressed in a biologically active form and responded to both PAMPs and DAMPs primarily in ER/PR-negative breast cancers. Stimulation of TLR2/4 in vitro induced expression of pro-inflammatory genes and a gene expression analysis of primary breast cancers showed a strong correlation between TLR4 expression and expression of pro-inflammatory mediators. In line with this, TLR4 protein expression correlated with a decreased survival. CONCLUSIONS: These findings suggest that TLR4 is expressed in a functional form in ER/PR-negative breast cancers. Studies regarding TLR4-antagonist therapies should be focusing on ER/PR-negative breast cancer particularly.


Asunto(s)
Neoplasias de la Mama/genética , Expresión Génica/genética , Receptores de Estrógenos/genética , Receptores de Progesterona/genética , Receptor Toll-Like 4/genética , Línea Celular Tumoral , Femenino , Humanos , Células MCF-7 , FN-kappa B/genética , Transducción de Señal/genética , Receptor Toll-Like 2/genética
7.
Cancer Cell ; 10(6): 515-27, 2006 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-17157791

RESUMEN

Recent studies suggest that thousands of genes may contribute to breast cancer pathophysiologies when deregulated by genomic or epigenomic events. Here, we describe a model "system" to appraise the functional contributions of these genes to breast cancer subsets. In general, the recurrent genomic and transcriptional characteristics of 51 breast cancer cell lines mirror those of 145 primary breast tumors, although some significant differences are documented. The cell lines that comprise the system also exhibit the substantial genomic, transcriptional, and biological heterogeneity found in primary tumors. We show, using Trastuzumab (Herceptin) monotherapy as an example, that the system can be used to identify molecular features that predict or indicate response to targeted therapies or other physiological perturbations.


Asunto(s)
Neoplasias de la Mama/clasificación , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Neoplasias de la Mama/terapia , Línea Celular Tumoral , Femenino , Perfilación de la Expresión Génica , Regulación Neoplásica de la Expresión Génica , Genómica , Humanos , Proteínas de Neoplasias/análisis
9.
Int J Cancer ; 131(11): 2562-72, 2012 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-22419388

RESUMEN

TNF-related apoptosis-inducing ligand receptor 2 [TRAIL-R2 or death receptor 5 (DR5)] is expressed at elevated levels in a broad range of solid tumors to mediate apoptotic signals from TRAIL or agonist antibodies. We tested the hypothesis that DR5 DNA vaccination will induce proapoptotic antibody to trigger apoptosis of tumor cells. BALB/c mice were electrovaccinated with DNA-encoding wild-type human DR5 (phDR5) or its derivatives. Resulting immune serum or purified immune IgG induced apoptosis in triple-negative breast cancer (TNBC) cells, which were also TRAIL sensitive. The proapoptotic activity of immune serum at dilutions of 0.5-2% was comparable to that of 1-2 µg/ml of TRAIL. Apoptotic activity of immune serum was enhanced by antibody crosslinking. Apoptotic cell death induced by anti-DR5 antibody was shown by the cleavage of PARP and caspase-3. In contrast, immune serum had no effect on the proliferation of activated human T cells, which expressed low levels of DR5. In vivo, hDR5 reactive immune serum prevented growth of SUM159 TNBC cells in severe combined immune-deficient mice. DR5-specific IFN-γ-secreting T cells were also induced by DNA vaccination. Furthermore, the feasibility to overcome immune tolerance to self DR5 was shown by the induction of mouse DR5-binding antibody after electrovaccination of BALB/c mice with pmDR5ectm-Td1 encoding a fusion protein of mouse DR5 and an immunogenic fragment of tetanus toxin. These findings support DR5 as a promising vaccine target for controlling TNBC and other DR5-positive cancers.


Asunto(s)
Anticuerpos Antineoplásicos/biosíntesis , Apoptosis/inmunología , Neoplasias de la Mama/inmunología , Vacunas contra el Cáncer/administración & dosificación , Receptores del Ligando Inductor de Apoptosis Relacionado con TNF/inmunología , Vacunas de ADN/administración & dosificación , Animales , Anticuerpos Antineoplásicos/inmunología , Apoptosis/genética , Células 3T3 BALB , Neoplasias de la Mama/genética , Neoplasias de la Mama/terapia , Vacunas contra el Cáncer/genética , Vacunas contra el Cáncer/inmunología , Procesos de Crecimiento Celular/inmunología , Línea Celular Tumoral , Femenino , Humanos , Sueros Inmunes/inmunología , Inmunoglobulina G/inmunología , Interferón gamma/inmunología , Ratones , Ratones SCID , Células 3T3 NIH , Receptores del Ligando Inductor de Apoptosis Relacionado con TNF/genética , Linfocitos T/inmunología , Vacunas de ADN/genética , Vacunas de ADN/inmunología
10.
BMC Cancer ; 12: 225, 2012 Jun 08.
Artículo en Inglés | MEDLINE | ID: mdl-22681620

RESUMEN

BACKGROUND: Amplification of the 8p11-12 region has been found in approximately 15% of human breast cancer and is associated with poor prognosis. Previous genomic analysis has led us to identify the endoplasmic reticulum (ER) lipid raft-associated 2 (ERLIN2) gene as one of the candidate oncogenes within the 8p11-12 amplicon in human breast cancer, particularly in the luminal subtype. ERLIN2, an ER membrane protein, has recently been identified as a novel mediator of ER-associated degradation. Yet, the biological roles of ERLIN2 and molecular mechanisms by which ERLIN2 coordinates ER pathways in breast carcinogenesis remain unclear. METHODS: We established the MCF10A-ERLIN2 cell line, which stably over expresses ERLIN2 in human nontransformed mammary epithelial cells (MCF10A) using the pLenti6/V5-ERLIN2 construct. ERLIN2 over expressing cells and their respective parental cell lines were assayed for in vitro transforming phenotypes. Next, we knocked down the ERLIN2 as well as the ER stress sensor IRE1α activity in the breast cancer cell lines to characterize the biological roles and molecular basis of the ERLIN2 in carcinogenesis. Finally, immunohistochemical staining was performed to detect ERLIN2 expression in normal and cancerous human breast tissues RESULTS: We found that amplification of the ERLIN2 gene and over expression of the ERLIN2 protein occurs in both luminal and Her2 subtypes of breast cancer. Gain- and loss-of-function approaches demonstrated that ERLIN2 is a novel oncogenic factor associated with the ER stress response pathway. The IRE1α/XBP1 axis in the ER stress pathway modulated expression of ERLIN2 protein levels in breast cancer cells. We also showed that over expression of ERLIN2 facilitated the adaptation of breast epithelial cells to ER stress by supporting cell growth and protecting the cells from ER stress-induced cell death. CONCLUSIONS: ERLIN2 may confer a selective growth advantage for breast cancer cells by facilitating a cytoprotective response to various cellular stresses associated with oncogenesis. The information provided here sheds new light on the mechanism of breast cancer malignancy.


Asunto(s)
Neoplasias de la Mama/genética , Estrés del Retículo Endoplásmico/genética , Proteínas de la Membrana/genética , Transducción de Señal , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Supervivencia Celular/genética , Análisis por Conglomerados , Variaciones en el Número de Copia de ADN , Proteínas de Unión al ADN/metabolismo , Endorribonucleasas/metabolismo , Femenino , Amplificación de Genes , Expresión Génica , Humanos , Glándulas Mamarias Humanas/metabolismo , Proteínas de la Membrana/metabolismo , Proteínas Serina-Treonina Quinasas/metabolismo , Interferencia de ARN , Factores de Transcripción del Factor Regulador X , Factores de Transcripción/metabolismo , Proteína 1 de Unión a la X-Box
11.
J Cell Physiol ; 226(10): 2691-701, 2011 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-21302279

RESUMEN

We have previously shown that SUM-149 human breast cancer cells require an amphiregulin (AREG) autocrine loop for cell proliferation. We also demonstrated that AREG can increase epidermal growth factor receptor (EGFR) stability and promote EGFR localization to the plasma membrane. In the present studies we successfully knocked-down AREG expression in SUM-149 cells by lentiviral infection of AREG shRNA. In the absence of AREG expression, SUM-149 cell growth was slowed, but not completely inhibited. Furthermore, cells infected with AREG shRNA constructs showed an increase in EGFR protein expression by Western blot. Immunofluorescence and confocal microscopy showed that following AREG knock-down, EGFR continued to localize to the cell surface. Soft agar assays demonstrated that AREG knock-down cells retain anchorage-independent growth capacity. Additionally mammosphere forming assays and Adefluor staining analysis showed that knock-down of AREG expression did not affect the expression of stem cell phenotypes. However, following AREG knock-down, SUM-149 cells demonstrated a dramatic decrease in their ability to invade a Matrigel matrix. Consistent with this observation, microarray analysis comparing cells infected with a non-silencing vector to the AREG knock-down cells, identified genes associated with the invasive phenotype such as RHOB and DKK1, and networks associated with cell motility such as integrin-linked kinase signaling, and focal adhesion kinase signaling. AREG was also found to modulate WNT and Notch signaling in these cells. Thus, AREG functions in regulating the invasive phenotype, and we propose that this regulation may be through altered signaling that occurs when AREG activates plasma membrane localized EGFR.


Asunto(s)
Regulación Neoplásica de la Expresión Génica/fisiología , Glicoproteínas/antagonistas & inhibidores , Glicoproteínas/genética , Neoplasias Inflamatorias de la Mama/genética , Neoplasias Inflamatorias de la Mama/patología , Péptidos y Proteínas de Señalización Intercelular/genética , Anfirregulina , Línea Celular Tumoral , Familia de Proteínas EGF , Receptores ErbB/fisiología , Femenino , Técnicas de Silenciamiento del Gen/métodos , Glicoproteínas/fisiología , Humanos , Neoplasias Inflamatorias de la Mama/metabolismo , Péptidos y Proteínas de Señalización Intercelular/fisiología , Invasividad Neoplásica/patología , Fenotipo , ARN Interferente Pequeño/farmacología , Transducción de Señal/genética , Transducción de Señal/fisiología
12.
Breast Cancer Res Treat ; 121(1): 53-64, 2010 May.
Artículo en Inglés | MEDLINE | ID: mdl-19593635

RESUMEN

Breast cancer has for long been recognized as a highly diverse tumor group, but the underlying genetic basis has been elusive. Here, we report an extensive molecular characterization of a collection of 41 human breast cancer cell lines. Protein and gene expression analyses indicated that the collection of breast cancer cell lines has retained most, if not all, molecular characteristics that are typical for clinical breast cancers. Gene mutation analyses identified 146 oncogenic mutations among 27 well-known cancer genes, amounting to an average of 3.6 mutations per cell line. Mutations in genes from the p53, RB and PI3K tumor suppressor pathways were widespread among all breast cancer cell lines. Most important, we have identified two gene mutation profiles that are specifically associated with luminal-type and basal-type breast cancer cell lines. The luminal mutation profile involved E-cadherin and MAP2K4 gene mutations and amplifications of Cyclin D1, ERBB2 and HDM2, whereas the basal mutation profile involved BRCA1, RB1, RAS and BRAF gene mutations and deletions of p16 and p14ARF. These subtype-specific gene mutation profiles constitute a genetic basis for the heterogeneity observed among human breast cancers, providing clues for their underlying biology and providing guidance for targeted pharmacogenetic intervention in breast cancer patients.


Asunto(s)
Biomarcadores de Tumor/genética , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Perfilación de la Expresión Génica , Biomarcadores de Tumor/análisis , Línea Celular Tumoral , Análisis Mutacional de ADN , Femenino , Expresión Génica , Humanos , Mutación
13.
NPJ Breast Cancer ; 6: 30, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32715085

RESUMEN

Several years ago, the SUM panel of human breast cancer cell lines was developed, and these cell lines have been distributed to hundreds of labs worldwide. Our lab and others have developed extensive omics data sets from these cells. More recently, we performed genome-scale shRNA essentiality screens on the entire SUM line panel, as well as on MCF10A cells, MCF-7 cells, and MCF-7LTED cells. These gene essentiality data sets allowed us to perform orthogonal analyses that functionalize the otherwise descriptive genomic data obtained from traditional genomics platforms. To make these omics data sets available to users of the SUM lines, and to allow users to mine these data sets, we developed the SUM Breast Cancer Cell Line Knowledge Base. This knowledge base provides information on the derivation of each cell line, provides protocols for the proper maintenance of the cells, and provides a series of data mining tools that allow rapid identification of the oncogene signatures for each line, the enrichment of KEGG pathways with screen hit and gene expression data, an analysis of protein and phospho-protein expression for the cell lines, as well as a gene search tool and a functional-druggable signature tool. Recently, we expanded our database to include genomic data for an additional 27 commonly used breast cancer cell lines. Thus, the SLKBase provides users with deep insights into the biology of human breast cancer cell lines that can be used to develop strategies for the reverse engineering of individual breast cancer cell lines.

14.
Int J Cancer ; 125(7): 1613-21, 2009 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-19569235

RESUMEN

Recently, we analysed the 8p11-12 genomic region for copy number and gene expression changes in a panel of human breast cancer cell lines and primary specimens. We found that SFRP1 (Secreted frizzled related protein 1) is frequently under expressed even in breast tumours with copy number increases in this genomic region. SFRP1 encodes a WNT signalling antagonist, and plays a role in the development of multiple solid tumour types. In this study, we analysed methylation-associated silencing of the SFRP1 gene in breast cancer cells with the 8p11-12 amplicon, and investigated the tumour suppressor properties of SFRP1 in breast cancer cells. SFRP1 expression was markedly reduced in both the breast cancer cell lines and primary tumour specimens relative to normal primary human mammary epithelial cells even when SFRP1 is amplified. Suppression of SFRP1 expression in breast cancer cells with an SFRP1 gene amplification is associated with SFRP1 promoter methylation. Furthermore, restoration of SFRP1 expression suppressed the growth of breast cancer cells in monolayer, and inhibited anchorage independent growth. We also examined the relationship between the silencing of SFRP1 gene and WNT signalling in breast cancer. Ectopic SFRP1 expression in breast cancer cells suppressed both canonical and non-canonical WNT signalling pathways, and SFRP1 expression was negatively associated with the expression of a subset of WNT responsive genes including RET and MSX2. Thus, down-regulation of SFRP1 can be triggered by epigenetic and/or genetic events and may contribute to the tumourigenesis of human breast cancer through both canonical and non-canonical WNT signalling pathways.


Asunto(s)
Neoplasias de la Mama/genética , Metilación de ADN , Silenciador del Gen , Péptidos y Proteínas de Señalización Intercelular/genética , Proteínas de la Membrana/genética , Proteínas Wnt/metabolismo , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Regulación hacia Abajo , Epigénesis Genética , Femenino , Regulación Neoplásica de la Expresión Génica , Proteínas de Homeodominio/genética , Humanos , Proteínas Proto-Oncogénicas c-ret/genética , Reacción en Cadena de la Polimerasa de Transcriptasa Inversa , Transducción de Señal/genética , Transducción Genética , Transfección
15.
Breast Cancer Res Treat ; 113(2): 285-91, 2009 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-18297428

RESUMEN

The CHEK2 protein plays a major role in the regulation of DNA damage response pathways. Mutations in the CHEK2 gene, in particular 1100delC, have been associated with increased cancer risks, but the precise function of CHEK2 mutations in carcinogenesis is not known. Human cancer cell lines with CHEK2 mutations are therefore of main interest. Here, we have sequenced 38 breast cancer cell lines for mutations in the CHEK2 gene and identified two cell lines with deleterious CHEK2 mutations. Cell line UACC812 has a nonsense truncating mutation in the CHEK2 kinase domain (L303X) and cell line SUM102PT has the well-known oncogenic CHEK2 1100delC founder mutation. Immunohistochemical analysis revealed that the two CHEK2 mutant cell lines expressed neither CHEK2 nor P-Thr(68) CHEK2 proteins, implying abrogation of normal CHEK2 DNA repair functions. Cell lines UACC812 and SUM102PT thus are the first human CHEK2 null cell lines reported and should therefore be a major help in further unraveling the function of CHEK2 mutations in carcinogenesis.


Asunto(s)
Neoplasias de la Mama/genética , Carcinoma/genética , Proteínas de Neoplasias/fisiología , Polimorfismo de Nucleótido Simple , Proteínas Serina-Treonina Quinasas/fisiología , Azacitidina/farmacología , Neoplasias de la Mama/patología , Carcinoma/patología , Línea Celular Tumoral/química , Quinasa de Punto de Control 2 , Codón sin Sentido , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/patología , Metilación de ADN , Análisis Mutacional de ADN , ADN de Neoplasias/genética , Femenino , Fase G1 , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Genes cdc , Genes p53 , Humanos , Masculino , Proteínas de Neoplasias/genética , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Proteínas Serina-Treonina Quinasas/genética , Proteína p53 Supresora de Tumor/fisiología
16.
Bioinformatics ; 24(5): 738-40, 2008 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-18024967

RESUMEN

MOTIVATION: The BioArray Software Environment (BASE) is a very popular MIAME-compliant, web-based microarray data repository. However in BASE, like in most other microarray data repositories, the experiment annotation and raw data uploading can be very timeconsuming, especially for large microarray experiments. RESULTS: We developed KUTE (Karmanos Universal daTabase for microarray Experiments), as a plug-in for BASE 2.0 that addresses these issues. KUTE provides an automatic experiment annotation feature and a completely redesigned data work-flow that dramatically reduce the human-computer interaction time. For instance, in BASE 2.0 a typical Affymetrix experiment involving 100 arrays required 4 h 30 min of user interaction time forexperiment annotation, and 45 min for data upload/download. In contrast, for the same experiment, KUTE required only 28 min of user interaction time for experiment annotation, and 3.3 min for data upload/download. AVAILABILITY: http://vortex.cs.wayne.edu/kute/index.html.


Asunto(s)
Almacenamiento y Recuperación de la Información , Análisis de Secuencia por Matrices de Oligonucleótidos , Internet , Interfaz Usuario-Computador
17.
Cancer Res ; 67(9): 4123-9, 2007 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-17456585

RESUMEN

Promoter hypermethylation is one of the common mechanisms leading to gene silencing in various human cancers. Using a combination of pharmacologic unmasking and microarray techniques, we identified 59 candidate hypermethylated genes, including LOXL1, a lysyl oxidase-like gene, in human bladder cancer cells. We further showed that LOXL1 and LOXL4 are commonly silenced genes in human bladder cancer cells, and this silence is predominantly related to promoter methylation. We also found LOXL1 and LOXL4 gene methylation and loss of expression in primary bladder tumors. In addition, somatic mutations were identified in LOXL4, but not in LOXL1 in bladder cancer. Moreover, reintroduction of LOXL1 and LOXL4 genes into human bladder cancer cells leads to a decrease of colony formation ability. Further studies indicated that the overexpression of LOXL1 and LOXL4 could antagonize Ras in activating the extracellular signal-regulated kinase (ERK) signaling pathway. Thus, our current study suggests for the first time that lysyl oxidase-like genes can act as tumor suppressor genes and exert their functions through the inhibition of the Ras/ERK signaling pathway in human bladder cancer.


Asunto(s)
Aminoácido Oxidorreductasas/genética , Quinasas MAP Reguladas por Señal Extracelular/antagonistas & inhibidores , Neoplasias de la Vejiga Urinaria/genética , Proteínas ras/antagonistas & inhibidores , Aminoácido Oxidorreductasas/metabolismo , Azacitidina/análogos & derivados , Azacitidina/farmacología , Línea Celular Tumoral , Citoplasma/enzimología , Metilación de ADN/efectos de los fármacos , Decitabina , Epigénesis Genética , Quinasas MAP Reguladas por Señal Extracelular/metabolismo , Regulación Enzimológica de la Expresión Génica/genética , Regulación Neoplásica de la Expresión Génica/genética , Silenciador del Gen , Humanos , Sistema de Señalización de MAP Quinasas , Mutación , Células Madre Neoplásicas/enzimología , Células Madre Neoplásicas/patología , Proteína-Lisina 6-Oxidasa , Neoplasias de la Vejiga Urinaria/enzimología , Neoplasias de la Vejiga Urinaria/metabolismo , Neoplasias de la Vejiga Urinaria/patología , Proteínas ras/metabolismo
18.
PLoS One ; 14(11): e0224420, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31751384

RESUMEN

Within triple negative breast cancer, several molecular subtypes have been identified, underlying the heterogeneity of such an aggressive disease. The basal-like subtype is characterized by mutations in the TP53 gene, and is associated with a low pathologic complete response rate following neoadjuvant chemotherapy. In a genome-scale short hairpin RNA (shRNA) screen of breast cancer cells, polo-like kinase 1 (Plk1) was a frequent and strong hit in the basal breast cancer cell lines indicating its importance for growth and survival of these breast cancer cells. Plk1 regulates progression of cells through the G2-M phase of the cell cycle. We assessed the activity of two ATP-competitive Plk1 inhibitors, GSK461364 and onvansertib, alone and with a taxane in a set of triple negative breast cancer cell lines and in vivo. GSK461364 showed synergism with docetaxel in SUM149 (Combination Index 0.70) and SUM159 (CI, 0.62). GSK461364 in combination with docetaxel decreased the clonogenic potential (interaction test for SUM149 and SUM159, p<0.001 and p = 0.01, respectively) and the tumorsphere formation of SUM149 and SUM159 (interaction test, p = 0.01 and p< 0.001). In the SUM159 xenograft model, onvansertib plus paclitaxel significantly decreased tumor volume compared to single agent paclitaxel (p<0.0001). Inhibition of Plk1 in combination with taxanes shows promising results in a subset of triple negative breast cancer intrinsically resistant to chemotherapy. Onvansertib showed significant tumor volume shrinkage when combined with paclitaxel in vivo and should be considered in clinical trials for the treatment of triple negative cancers.


Asunto(s)
Protocolos de Quimioterapia Combinada Antineoplásica/farmacología , Proteínas de Ciclo Celular/antagonistas & inhibidores , Piperazinas/farmacología , Inhibidores de Proteínas Quinasas/farmacología , Proteínas Serina-Treonina Quinasas/antagonistas & inhibidores , Proteínas Proto-Oncogénicas/antagonistas & inhibidores , Pirazoles/farmacología , Quinazolinas/farmacología , Neoplasias de la Mama Triple Negativas/tratamiento farmacológico , Animales , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapéutico , Bencimidazoles/farmacología , Bencimidazoles/uso terapéutico , Línea Celular Tumoral , Docetaxel/farmacología , Docetaxel/uso terapéutico , Resistencia a Antineoplásicos/efectos de los fármacos , Sinergismo Farmacológico , Femenino , Humanos , Ratones , Piperazinas/uso terapéutico , Inhibidores de Proteínas Quinasas/uso terapéutico , Pirazoles/uso terapéutico , Quinazolinas/uso terapéutico , Tiofenos/farmacología , Tiofenos/uso terapéutico , Neoplasias de la Mama Triple Negativas/patología , Carga Tumoral/efectos de los fármacos , Ensayos Antitumor por Modelo de Xenoinjerto , Quinasa Tipo Polo 1
19.
Mol Cancer Res ; 5(8): 847-61, 2007 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-17670913

RESUMEN

We have recently shown that an amphiregulin-mediated autocrine loop is responsible for growth factor-independent proliferation, motility, and invasive capacity of some aggressive breast cancer cells, such as the SUM149 breast cancer cell line. In the present study, we investigated the mechanisms by which amphiregulin activation of the epidermal growth factor receptor (EGFR) regulates these altered phenotypes. Bioinformatic analysis of gene expression networks regulated by amphiregulin implicated interleukin-1alpha (IL-1alpha) and IL-1beta as key mediators of amphiregulin's biological effects. The bioinformatic data were validated in experiments which showed that amphiregulin, but not epidermal growth factor, results in transcriptional up-regulation of IL-1alpha and IL-1beta. Both IL-1alpha and IL-1beta are synthesized and secreted by SUM149 breast cancer cells, as well as MCF10A cells engineered to express amphiregulin or MCF10A cells cultured in the presence of amphiregulin. Furthermore, EGFR, activated by amphiregulin but not epidermal growth factor, results in the prompt activation of the transcription factor nuclear factor-kappaB (NF-kappaB), which is required for transcriptional activation of IL-1. Once synthesized and secreted from the cells, IL-1 further activates NF-kappaB, and inhibition of IL-1 with the IL-1 receptor antagonist results in loss of NF-kappaB DNA binding activity and inhibition of cell proliferation. However, SUM149 cells can proliferate in the presence of IL-1 when EGFR activity is inhibited. Thus, in aggressive breast cancer cells, such as the SUM149 cells, or in normal human mammary epithelial cells growing in the presence of amphiregulin, EGFR signaling is integrated with NF-kappaB activation and IL-1 synthesis, which cooperate to regulate the growth and invasive capacity of the cells.


Asunto(s)
Neoplasias de la Mama/patología , Retroalimentación Fisiológica , Glicoproteínas/farmacología , Péptidos y Proteínas de Señalización Intercelular/farmacología , Interleucina-1/metabolismo , FN-kappa B/metabolismo , Anfirregulina , Neoplasias de la Mama/genética , Neoplasias de la Mama/metabolismo , Línea Celular , Proliferación Celular , Familia de Proteínas EGF , Células Epiteliales/citología , Células Epiteliales/metabolismo , Receptores ErbB/metabolismo , Femenino , Humanos , FN-kappa B/genética , Invasividad Neoplásica/genética , Invasividad Neoplásica/fisiopatología , Transducción de Señal , Factor de Crecimiento Transformador beta1/metabolismo , Regulación hacia Arriba
20.
Breast Cancer Res Treat ; 112(2): 217-27, 2008 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-18074223

RESUMEN

More than 20 different PIK3CA gene mutations were identified in breast cancer with different frequencies. Whether these breast cancer associated mutations have similar biological effects is largely unknown. In this study, we established a novel cell model using the lentivirus system to express 10 different PIK3CA genes (wild type and mutant) based on the human mammary epithelial cell MCF10A. We found that nine different PIK3CA mutants harbor different abilities to promote cell proliferation and EGF independent growth. In addition, most PIK3CA mutants (except for the wild type PIK3CA, the Q60K and the K111N mutants) had the ability to change the morphogenesis of the MCF10A cell in 3D Matrigel assay. Moreover, different PIK3CA mutants have different abilities to promote colony formation and cell invasion. We further observed that most of the PIK3CA mutants could activate p-AKT and p-p70-S6K in the absence of EGF stimulation. Finally, LY294002, a PI3K inhibitor, can effectively inhibit cell growth in cell lines with different PIK3CAs. Taken together, our results support the notion that different PIK3CA mutations differentially contribute to breast cancer transformation, and exploration of the therapeutic application of these mutations will benefit breast cancer patients with the PIK3CA mutations.


Asunto(s)
Neoplasias de la Mama/patología , Células Epiteliales/metabolismo , Glándulas Mamarias Humanas/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Línea Celular Tumoral , Proliferación Celular , Cromonas/farmacología , Fosfatidilinositol 3-Quinasa Clase I , Colágeno/química , Combinación de Medicamentos , Inhibidores Enzimáticos/farmacología , Factor de Crecimiento Epidérmico/metabolismo , Humanos , Laminina/química , Lentivirus/metabolismo , Glándulas Mamarias Humanas/patología , Morfolinas/farmacología , Mutación , Fosfatidilinositol 3-Quinasas/metabolismo , Proteoglicanos/química , Proteínas Quinasas S6 Ribosómicas 70-kDa/metabolismo
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