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The dose response curve is the gold standard for measuring the effect of a drug treatment,but is rarely used in genomic scale transcriptional profiling due to perceived obstacles of cost and analysis. One barrier to examining transcriptional dose responses is that existing methods for microarray data analysis can identify patterns,but provide no quantitative pharmacological information. We developed analytical methods that identify transcripts responsive to dose,calculate classical pharmacological parameters such as the EC50,and enable an in-depth analysis of coordinated dose-dependent treatment effects. The approach was applied to a transcriptional profiling study that evaluated four kinase inhibitors (imatinib,nilotinib,dasatinib and PD0325901) across a six-logarithm dose range,using 12 arrays per compound. The transcript responses proved a powerful means to characterize and compare the compounds: the distribution of EC50 values for the transcriptome was linked to specific targets,dose-dependent effects on cellular processes were identified using automated pathway analysis,and a connection was seen between EC50s in standard cellular assays and transcriptional EC50s. Our approach greatly enriches the information that can be obtained from standard transcriptional profiling technology. Moreover,these methods are automated,robust to non-optimized assays,and could be applied to other sources of quantitative data. View Publication

Human breast tumors contain a breast cancer stem cell (BCSC) population with properties reminiscent of normal stem cells. We found 37 microRNAs that were differentially expressed between human BCSCs and nontumorigenic cancer cells. Three clusters,miR-200c-141,miR-200b-200a-429,and miR-183-96-182 were downregulated in human BCSCs,normal human and murine mammary stem/progenitor cells,and embryonal carcinoma cells. Expression of BMI1,a known regulator of stem cell self-renewal,was modulated by miR-200c. miR-200c inhibited the clonal expansion of breast cancer cells and suppressed the growth of embryonal carcinoma cells in vitro. Most importantly,miR-200c strongly suppressed the ability of normal mammary stem cells to form mammary ducts and tumor formation driven by human BCSCs in vivo. The coordinated downregulation of three microRNA clusters and the similar functional regulation of clonal expansion by miR-200c provide a molecular link that connects BCSCs with normal stem cells. View Publication

DNA methylation is one of the essential epigenetic processes that play a role in regulating gene expression. Aberrant methylation of CpG-rich promoter regions has been associated with many forms of human cancers. The current method for determining the methylation status relies mainly on bisulfite treatment of genomic DNA,followed by methylation-specific PCR (MSP). The difficulty in acquiring a methylation profiling often is limited by the amount of genomic DNA that can be recovered from a given sample,whereas complex procedures of bisulfite treatment further compromise the effective template for PCR analysis. To circumvent these obstacles,we developed degenerated oligonucleotide primer (DOP)-PCR to enable amplification of bisulfite-modified genomic DNA at a genome-wide scale. A DOP pair was specially designed as follows: first 3' DOP,CTCGAGCTGHHHHHAACTAC,where H is a mixture of base consisting of 50% A,25% T,and 25% C; and second 5' DOP,CTCGAGCTGDDDDDGTTTAG,where D is a mixture of base consisting of 50% T,25% G,and 25% A. Our results showed that bisulfite-modified DNAs from a cell line,cord blood cells,or cells obtained by laser capture microdissection were amplified by up to 1000-fold using this method. Subsequent MSP analysis using these amplified DNAs on nine randomly selected cancer-related genes revealed that the methylation status of these genes remained identical to that derived from the original unamplified template. View Publication

We previously developed an antibody-avidin fusion protein (ch128.1Av) targeting the human transferrin receptor 1 (TfR1,also known as CD71),which demonstrates direct in vitro cytotoxicity against malignant hematopoietic cells. This cytotoxicity is attributed to its ability to decrease the level of TfR1 leading to lethal iron deprivation. We now report that ch128.1Av shows the ability to bind the Fcγ receptors and the complement component C1q,suggesting that it is capable of eliciting Fc-mediated effector functions such as antibody-dependent cell-mediated cytotoxicity and complement-mediated cytotoxicity. In addition,in 2 disseminated multiple myeloma xenograft mouse models,we show that a single dose of ch128.1Av results in significant antitumor activity,including long-term survival. It is interesting to note that the parental antibody without avidin (ch128.1) also shows remarkable in vivo anticancer activity despite its limited in vitro cytotoxicity. Finally,we demonstrate that ch128.1Av is not toxic to pluripotent hematopoietic progenitor cells using the long-term cell-initiating culture assay suggesting that these important progenitors would be preserved in different therapeutic approaches,including the in vitro purging of cancer cells for autologous transplantation and in vivo passive immunotherapy. Our results suggest that ch128.1Av and ch128.1 may be effective in the therapy of human multiple myeloma and potentially other hematopoietic malignancies. View Publication

There is an enormous gap between the antiproliferative and in vivo antitumor efficacy of gemcitabine in cell line-based models and its clinical efficacy. This may be due to insensitiveness of the precursor,cancer stem cell (CSC) compartment to cytotoxic agents. The hedgehog pathway is associated with CSC signaling and control. We used a direct xenograft model of pancreatic cancer and a two-stage approach was used to test the hypotheses that targeting CSC could increase the efficacy of gemcitabine. Tumors from a gemcitabine-sensitive xenograft were treated with gemcitabine first,and randomized,after tumor regression to continuing treatment with gemcitabine,a hedgehog inhibitor alone or in combination with gemcitabine. We tested markers described as associated with CSC such as CD24,CD44,ALDH,nestin,and the hedgehog pathway. After induction with gemcitabine,treated tumor showed an enrichment in CSC markers such as ALDH and CD24. Subsequently,a release from gemcitabine prompted a repopulation of proliferating cells and a decrease in such markers to equilibrate from pretreatment levels. Combined treatment with gemcitabine and cyclopamine induced tumor regression and decrease in CSC markers and hedgehog signaling. Cytoplasmic CD24 and ALDH were inversely and strongly associated with growth and were expressed in a minority of cells that we propose constitute the CSC compartment. Hedgehog inhibitors as part of a dual compartment therapeutic approach were able to further reduce tumor growth and decreased both static and dynamic markers of CSC. Direct tumor xenografts are a valid platform to test multicompartment therapeutic approaches in pancreatic cancer. View Publication

PURPOSE: To evaluate the expression of stem cell-related markers at the cellular level in human breast tumors of different subtypes and histologic stage. EXPERIMENTAL DESIGN: We performed immunohistochemical analyses of 12 proteins [CD44,CD24,ALDH1,vimentin,osteonectin,EPCR,caveolin 1,connexin 43,cytokeratin 18 (CK18),MUC1,claudin 7,and GATA3] selected based on their differential expression in breast cancer cells with more differentiated and stem cell-like characteristics in 47 cases of invasive ductal carcinoma (IDC) only,135 cases of IDC with ductal carcinoma in situ (DCIS),35 cases of DCIS with microinvasion,and 58 cases of pure DCIS. We also analyzed 73 IDCs with adjacent DCIS to determine the differences in the expression of markers by histology within individual tumors. CD44+/CD24- and CD24-/CD24+ cells were detected using double immunohistochemistry. RESULTS: CD44 and EPCR expression was different among the four histologic groups and was lower in invasive compared with in situ tumors,especially in luminal A subtype. The expression of vimentin,osteonectin,connexin 43,ALDH1,CK18,GATA3,and MUC1 differed by tumor subtype in some histologic groups. ALDH1-positive cells were more frequent in basal-like and HER2+ than in luminal tumors. CD44+/CD24- cells were detected in 69% of all tumors with 100% of the basal-like and 52% of HER2+ tumors having some of these cells. CONCLUSIONS: Our findings suggest that in breast cancer,the frequency of tumor cells positive for stem cell-like and more differentiated cell markers varies according to tumor subtype and histologic stage. View Publication

Melanoma,a potentially lethal skin cancer,is widely thought to be immunogenic in nature. While there has been much focus on T cell-mediated immune responses,limited knowledge exists on the role of mature B cells. We describe an approach,including a cell-based ELISA,to evaluate mature IgG antibody responses to melanoma from human peripheral blood B cells. We observed a significant increase in antibody responses from melanoma patients (n = 10) to primary and metastatic melanoma cells compared to healthy volunteers (n = 10) (Ptextless0.0001). Interestingly,we detected a significant reduction in antibody responses to melanoma with advancing disease stage in our patient cohort (n = 21) (Ptextless0.0001). Overall,28% of melanoma patient-derived B cell cultures (n = 1,800) compared to 2% of cultures from healthy controls (n = 600) produced antibodies that recognized melanoma cells. Lastly,a patient-derived melanoma-specific monoclonal antibody was selected for further study. This antibody effectively killed melanoma cells in vitro via antibody-mediated cellular cytotoxicity. These data demonstrate the presence of a mature systemic B cell response in melanoma patients,which is reduced with disease progression,adding to previous reports of tumor-reactive antibodies in patient sera,and suggesting the merit of future work to elucidate the clinical relevance of activating humoral immune responses to cancer. View Publication

We have used in vitro and mouse xenograft models to examine the interaction between breast cancer stem cells (CSC) and bone marrow-derived mesenchymal stem cells (MSC). We show that both of these cell populations are organized in a cellular hierarchy in which primitive aldehyde dehydrogenase expressing mesenchymal cells regulate breast CSCs through cytokine loops involving IL6 and CXCL7. In NOD/SCID mice,labeled MSCs introduced into the tibia traffic to sites of growing breast tumor xenografts where they accelerated tumor growth by increasing the breast CSC population. With immunochemistry,we identified MSC-CSC niches in these tumor xenografts as well as in frozen sections from primary human breast cancers. Bone marrow-derived MSCs may accelerate human breast tumor growth by generating cytokine networks that regulate the CSC population. View Publication

Protein kinase Ciota (PKCiota) is an oncogene required for maintenance of the transformed phenotype of non-small cell lung cancer cells. However,the role of PKCiota in lung tumor development has not been investigated. To address this question,we established a mouse model in which oncogenic Kras(G12D) is activated by Cre-mediated recombination in the lung with or without simultaneous genetic loss of the mouse PKCiota gene,Prkci. Genetic loss of Prkci dramatically inhibits Kras-initiated hyperplasia and subsequent lung tumor formation in vivo. This effect correlates with a defect in the ability of Prkci-deficient bronchioalveolar stem cells to undergo Kras-mediated expansion and morphologic transformation in vitro and in vivo. Furthermore,the small molecule PKCiota inhibitor aurothiomalate inhibits Kras-mediated bronchioalveolar stem cell expansion and lung tumor growth in vivo. Thus,Prkci is required for oncogene-induced expansion and transformation of tumor-initiating lung stem cells. Furthermore,aurothiomalate is an effective antitumor agent that targets the tumor-initiating stem cell niche in vivo. These data have important implications for PKCiota as a therapeutic target and for the clinical use of aurothiomalate for lung cancer treatment. View Publication

We have generated mice null for IFN-beta and report the diverse consequences of IFN-beta for both the innate and adaptive arms of immunity. Despite no abnormalities in the proportional balance of CD4 and CD8 T cell populations in the peripheral blood,thymus,and spleen of IFN-beta-/- mice,activated lymph node and splenic T lymphocytes exhibit enhanced T cell proliferation and decreased tumor necrosis factor alpha production,relative to IFN-beta+/+ mice. Notably,constitutive and induced expression of tumor necrosis factor alpha is reduced in the spleen and bone marrow (BM) macrophages,respectively,of IFN-beta-/- mice. We also observe an altered splenic architecture in IFN-beta-/- mice and a reduction in resident macrophages. We identify a potential defect in B cell maturation in IFN-beta-/- mice,associated with a decrease in B220+ve/high/CD43-ve BM-derived cells and a reduction in BP-1,IgM,and CD23 expression. Circulating IgM-,Mac-1-,and Gr-1-positive cells are also substantially decreased in IFN-beta-/- mice. The decrease in the numbers of circulating macrophages and granulocytes likely reflects defective maturation of primitive BM hematopoiesis in mice,shown by the reduction of colony-forming units,granulocyte-macrophage. We proceeded to evaluate the in vivo growth of malignant cells in the IFN-beta-/- background and give evidence that Lewis lung carcinoma-specific tumor growth is more aggressive in IFN-beta-/- mice. Taken altogether,our data suggest that,in addition to the direct growth-inhibitory effects on tumor cells,IFN-beta is required during different stages of maturation in the development of the immune system. View Publication