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1.
Genes Chromosomes Cancer ; 50(10): 837-47, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21769958

ABSTRACT

Understanding the molecular etiology of cancer and increasing the number of drugs and their targets are critical to cancer management. In our attempt to unravel novel breast-cancer associated proteins, we previously conducted protein expression profiling of the MCF10AT model, which comprises a series of isogenic cell lines that mimic different stages of breast cancer progression. NRD1 expression was found to increase during breast cancer progression. Here, we attempted to confirm the relevance of NRD1 in clinical breast cancer and understand the functional role and mechanism of NRD1 in breast cancer cells. Immunohistochemistry data show that NRD1 expression was elevated in ductal carcinoma in situ and invasive ductal carcinomas compared with normal tissues in 30% of the 26 matched cases studied. Examination of NRD1 expression in tissue microarray comprising >100 carcinomas and subsequent correlation with clinical data revealed that NRD1 expression was significantly associated with tumor size, grade, and nodal status (P < 0.05). Silencing of NRD1 reduced MCF10CA1h and MDA-MD-231 breast-cancer-cell proliferation and growth. Probing the oncogenic EGF signaling pathways revealed that NRD1 knock down did not affect overall downstream tyrosine phosphorylation cascades including AKT and MAPK activation. Instead, silencing of NRD1 resulted in a reduction of overall cyclin D1 expression, a reduction of EGF-induced increase in cyclin D1 expression and an increase in apoptotic cell population compared with control cells.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/genetics , Cyclin D1/genetics , Metalloproteases/genetics , Proto-Oncogene Proteins c-akt/genetics , Signal Transduction/genetics , Apoptosis/drug effects , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/metabolism , Carcinoma, Ductal, Breast/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cyclin D1/metabolism , Disease Progression , Epidermal Growth Factor/genetics , Epidermal Growth Factor/metabolism , Female , Gene Expression Regulation, Neoplastic , Gene Silencing/drug effects , Humans , Immunohistochemistry , Metalloproteases/antagonists & inhibitors , Metalloproteases/metabolism , Mitogen-Activated Protein Kinase Kinases/genetics , Mitogen-Activated Protein Kinase Kinases/metabolism , Phosphorylation , Proto-Oncogene Proteins c-akt/metabolism , RNA, Small Interfering/pharmacology , Real-Time Polymerase Chain Reaction , Tyrosine/metabolism , Up-Regulation
2.
Proteomics ; 10(18): 3210-21, 2010 Sep.
Article in English | MEDLINE | ID: mdl-20707004

ABSTRACT

Gastric cancer is one of the leading causes of cancer-related deaths worldwide. Current biomarkers used in the clinic do not have sufficient sensitivity for gastric cancer detection. To discover new and better biomarkers, protein profiling on plasma samples from 25 normal, 15 early-stage and 21 late-stage cancer was performed using an iTRAQ-LC-MS/MS approach. The level of C9 protein was found to be significantly higher in gastric cancer compared with normal subjects. Immunoblotting data revealed a congruent trend with iTRAQ results. The discriminatory power of C9 between normal and cancer states was not due to inter-patient variations and was independent from gastritis and Helicobacter pylori status of the patients. C9 overexpression could also be detected in a panel of gastric cancer cell lines and their conditioned media compared with normal cells, implying that higher C9 levels in plasma of cancer patients could be attributed to the presence of gastric tumor. A subsequent blind test study on a total of 119 plasma samples showed that the sensitivity of C9 could be as high as 90% at a specificity of 74%. Hence, C9 is a potentially useful biomarker for gastric cancer detection.


Subject(s)
Biomarkers, Tumor/blood , Complement C9/metabolism , Stomach Neoplasms/blood , Up-Regulation , Aged , Cell Line, Tumor , Female , Humans , Male , Middle Aged
3.
J Proteome Res ; 9(7): 3671-9, 2010 Jul 02.
Article in English | MEDLINE | ID: mdl-20515073

ABSTRACT

Gastric cancer has one of the highest morbidities and mortalities worldwide. Early detection is key measure to improve the outcome of gastric cancer patients. In our efforts to identify potential markers for gastric cancer detection, we coupled xenotransplantation mouse model with a plasma proteomic approach. MKN45 gastric cancer cells were subcutaneously injected into nude mice and plasma samples from mice bearing different sizes of tumors were collected and subjected to iTRAQ and mass spectrometry analysis. ITIH3 protein was found to be more highly expressed in plasma of tumor bearing mice compared to control. Subsequent screening of ITIH3 expression in 167 clinical plasma samples, including 83 cancer-free subjects and 84 gastric cancer patients, revealed higher ITIH3 level in the plasma of gastric cancer patients. A receiver operating characteristics (ROC) curve estimated a maximal sensitivity of 96% at 66% specificity for ITIH3 in gastric cancer detection. In addition, plasma from early stage gastric cancer patient has significantly (p < 0.001) higher level of ITIH3 compared to that from noncancer subject. Our data suggest that ITIH3 may be a useful biomarker for early detection of gastric cancer.


Subject(s)
Alpha-Globulins/metabolism , Biomarkers, Tumor/metabolism , Proteome/metabolism , Stomach Neoplasms/metabolism , Alpha-Globulins/analysis , Animals , Biomarkers, Tumor/analysis , Blood Proteins/analysis , Blotting, Western , Cell Line, Tumor , Densitometry , Histocytochemistry , Humans , Isotope Labeling , Mass Spectrometry , Mice , Mice, Inbred BALB C , Proteome/analysis , ROC Curve , Reproducibility of Results , Stomach Neoplasms/diagnosis , Transplantation, Heterologous
4.
J Proteomics ; 73(8): 1632-40, 2010 Jun 16.
Article in English | MEDLINE | ID: mdl-20399916

ABSTRACT

There is no suitable diagnostic and prognostic biomarker for gastric cancer. The biggest hurdles in biomarker discovery are (i) the low abundance of cancer cell-specific proteins that limits their detection and (ii) complex inter-patient variations that complicate the discovery process. To circumvent these issues, we conducted proteomics on the plasma of gastric cancer mouse xenograft and attempted to identify proteins released by cancer cells. MKN45 gastric cancer cells were subcutaneously implanted into immune-incompetent nude mice. Plasma samples collected from mice with different tumor sizes (low, mid and high tumor loads) were subjected to iTRAQ and mass spectrometric analyses. Detection of human APOA1 in mouse plasma was verified and its expression level was shown to be lower in mice with large tumors compared to those with small tumors. Studies on a panel of about 14 gastric cancer cell lines supported the notion that APOA1 in mouse plasma was of human gastric cancer cell origin. While the clinical utility of APOA1 remains to be ascertained with a larger scale study, the current work supported the feasibility of using mouse xenograft model for gastric cancer biomarker discovery.


Subject(s)
Apolipoprotein A-I/blood , Biomarkers, Tumor/blood , Stomach Neoplasms/metabolism , Xenograft Model Antitumor Assays , Amino Acid Sequence , Animals , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Molecular Sequence Data , Neoplasm Transplantation , Proteomics/methods , Sequence Alignment , Stomach Neoplasms/genetics
5.
Cell Signal ; 22(3): 437-46, 2010 Mar.
Article in English | MEDLINE | ID: mdl-19887107

ABSTRACT

In our previous study, Endofin was validated to be a novel tyrosine phosphorylation target downstream of EGFR. Here, we attempted to map the signaling events associated with Endofin following activation of EGFR with EGF. Tyrosine phosphorylation of endogenous Endofin peaked around 15 min and was modulated within 30 min of EGF treatment. Phosphatidylinositol 3-kinase (PI3K) activity and FYVE domain-mediated localization of Endofin to EEA1-marked endosomes were shown to be necessary for the tyrosine phosphorylation of Endofin. Tyrosine 515 was mapped to be a major phosphorylation site on Endofin but disruption of phosphorylation at Y515 neither affected Endofin's localization nor its co-localization with EGFR in the endosomes. Instead, abrogation of Y515 phosphorylation and mislocalization of Endofin were found to enhance the amplitude of the MAPK cascade, suggesting a possible role of Endofin in the modulation of MAPK pathway. Our study has identified a novel signaling cascade involving EGFR, PI3K, Endofin and MAPK in the EGFR signaling network.


Subject(s)
Endosomes/metabolism , Epidermal Growth Factor/pharmacology , Intracellular Signaling Peptides and Proteins/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Serine Endopeptidases/metabolism , Amino Acid Sequence , Amino Acid Substitution , Cell Line , ErbB Receptors/metabolism , Humans , Intracellular Signaling Peptides and Proteins/analysis , Intracellular Signaling Peptides and Proteins/genetics , Kinetics , MAP Kinase Signaling System , Mutagenesis, Site-Directed , Phosphorylation , Protein Structure, Tertiary , Serine Endopeptidases/analysis , Serine Endopeptidases/genetics , Tyrosine/metabolism
6.
J Proteome Res ; 8(2): 583-94, 2009 Feb.
Article in English | MEDLINE | ID: mdl-19086899

ABSTRACT

With the use of the breast cancer metastatic model, which comprises four isogenic cell lines, iTRAQ-based ESI-LC/MS/MS proteomics was employed to catalog protein expression changes as cancer cells acquire increasing metastatic potential. From more than 1000 proteins detected, 197 proteins, including drug-targetable kinases, phosphatases, proteases and transcription factors, displayed differential expression when cancer cells becomes more metastatic. Overall, the number of protein expression changes was evenly distributed across mildly ( approximately 30%), moderately ( approximately 40%) and aggressively ( approximately 30%) metastatic cancer cells. Some changes were found to be specific to one while others were required for two or more phenotypes. KEGG Orthology suggests major reprogramming in cell metabolism and to smaller extents in genetic and environmental information processing. Ten novel metastasis-associated proteins were identified and the iTRAQ-based expression profiles of 7 proteins were verified to be congruent with antibody-based methods. With the use of tissue microarrays comprising 50 matched cases of invasive and metastatic lesions, the expression profiles of SH3GLB1 and SUB1, SND1, TRIM28 were validated to be down- and up-regulated, respectively, during clinical progression of carcinoma in situ to invasive and metastatic carcinomas. Our study has unraveled proteome-wide molecular aberrations and potentially new players in breast cancer metastasis.


Subject(s)
Breast Neoplasms/chemistry , Breast Neoplasms/pathology , Neoplasm Metastasis , Neoplasm Proteins/chemistry , Animals , Breast Neoplasms/metabolism , Cell Line, Tumor , Female , Humans , Mice , Mice, Inbred BALB C , Molecular Sequence Data , Neoplasm Proteins/metabolism , Protein Array Analysis/methods , Reproducibility of Results , Tissue Array Analysis
7.
Proteomics ; 8(21): 4370-82, 2008 Nov.
Article in English | MEDLINE | ID: mdl-18814326

ABSTRACT

The past 5 years have seen an explosion of phosphoproteomics methods development. In this review, using epidermal growth-factor signaling as a model, we will discuss how phosphoproteomics, along with bioinformatics and computational modeling, have impacted key aspects of oncogenic signaling such as in the temporal fine mapping of phosphorylation events, and the identification of novel tyrosine kinase substrates and phosphorylation sites. We submit that the next decade will see considerable exploitation of phosphoproteomics in cancer research. Such a phenomenon is already happening as exemplified by its use in promoting the understanding of the molecular etiology of cancer and target-directed therapeutics.


Subject(s)
Neoplasms/metabolism , Oncogenes/physiology , Phosphoproteins/physiology , Proteomics/methods , Animals , Cell Transformation, Neoplastic/metabolism , Computational Biology , Computer Simulation , Epidermal Growth Factor/genetics , Epidermal Growth Factor/physiology , ErbB Receptors/genetics , ErbB Receptors/physiology , Humans , Neoplasms/genetics , Phosphorylation , Signal Transduction
8.
Mol Cancer Ther ; 6(11): 2828-42, 2007 Nov.
Article in English | MEDLINE | ID: mdl-17989321

ABSTRACT

Understanding the molecular etiology and heterogeneity of disease has a direct effect on cancer therapeutics. To identify novel molecular changes associated with breast cancer progression, we conducted phosphoproteomics of the MCF10AT model comprising isogenic, ErbB2- and ErbB3-positive, xenograft-derived cell lines that mimic different stages of breast cancer. Using in vitro animal model and clinical breast samples, our study revealed a marked reduction of epidermal growth factor receptor (EGFR) expression with breast cancer progression. Such diminution of EGFR expression was associated with increased resistance to Gefitinib/Iressa in vitro. Fluorescence in situ hybridization showed that loss of EGFR gene copy number was one of the key mechanisms behind the low/null expression of EGFR in clinical breast tumors. Statistical analysis on the immunohistochemistry data of EGFR expression from 93 matched normal and breast tumor samples showed that (a) diminished EGFR expression could be detected as early as in the preneoplastic lesion (ductal carcinoma in situ) and this culminated in invasive carcinomas; (b) EGFR expression levels could distinguish between normal tissue versus carcinoma in situ and invasive carcinoma with high statistical significance (P < 0.001, n = 81). However, no significant correlation of EGFR expression with disease-free survival and overall survival was observed. This is the first time EGFR expression has been tracked meaningfully and developmentally from the normal condition through disease progression using in vitro, xenograft, and matched normal and tumor samples. Thus, our study provides a new insight into the role of EGFR in breast cancer development. Although no value of EGFR expression in prognosis was found, our findings are likely to have implications in the design of clinical trials targeting the EGFR family of proteins in breast cancer.


Subject(s)
Breast Neoplasms/enzymology , Breast Neoplasms/therapy , ErbB Receptors/deficiency , Animals , Asian People , Breast Neoplasms/pathology , Cell Line, Tumor , Disease Progression , Drug Delivery Systems , Drug Resistance, Neoplasm , Enzyme Activation/drug effects , ErbB Receptors/genetics , Female , Gefitinib , Gene Dosage , Humans , Mice , Mitogen-Activated Protein Kinases/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Phosphoproteins/metabolism , Phosphotyrosine/metabolism , Proteomics , Quinazolines/pharmacology , Reproducibility of Results
9.
Mol Cell Proteomics ; 6(12): 2072-87, 2007 Dec.
Article in English | MEDLINE | ID: mdl-17855441

ABSTRACT

To identify novel tyrosine kinase substrates that have never been implicated in cancer, we studied the phosphoproteomic changes in the MCF10AT model of breast cancer progression using a combination of phosphotyrosyl affinity enrichment, iTRAQ technology, and LC-MS/MS. Using complementary MALDI- and ESI-based mass spectrometry, 57 unique proteins comprising tyrosine kinases, phosphatases, and other signaling proteins were detected to undergo differential phosphorylation during disease progression. Seven of these proteins (SPAG9, Toll-interacting protein (TOLLIP), WBP2, NSFL1C, SLC4A7, CYFIP1, and RPS2) were validated to be novel tyrosine kinase substrates. SPAG9, TOLLIP, WBP2, and NSFL1C were further proven to be authentic targets of epidermal growth factor signaling and Iressa (gefitinib). A closer examination revealed that the expression of SLC4A7, a bicarbonate transporter, was down-regulated in 64% of the 25 matched normal and tumor clinical samples. The expression of TOLLIP in clinical breast cancers was heterogeneous with 25% showing higher expression in tumor compared with normal tissues and 35% showing the reverse trend. Preliminary studies on SPAG9, on the other hand, did not show differential expression between normal and diseased states. This is the first time SLC4A7 and TOLLIP have been discovered as novel tyrosine kinase substrates that are also associated with human cancer development. Future molecular and functional studies will provide novel insights into the roles of TOLLIP and SLC4A7 in the molecular etiology of breast cancer.


Subject(s)
Breast Neoplasms/pathology , Protein-Tyrosine Kinases/metabolism , Breast Neoplasms/enzymology , Cell Line, Tumor , Chromatography, Liquid , Humans , Immunohistochemistry , Phosphorylation , Spectrometry, Mass, Electrospray Ionization , Substrate Specificity , Tandem Mass Spectrometry
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