ABSTRACT
Genome-wide enrichment of methylated DNA followed by sequencing (MeDIP-seq) offers a reasonable compromise between experimental costs and genomic coverage. However, the computational analysis of these experiments is complex, and quantification of the enrichment signals in terms of absolute levels of methylation requires specific transformation. In this work, we present QSEA, Quantitative Sequence Enrichment Analysis, a comprehensive workflow for the modelling and subsequent quantification of MeDIP-seq data. As the central part of the workflow we have developed a Bayesian statistical model that transforms the enrichment read counts to absolute levels of methylation and, thus, enhances interpretability and facilitates comparison with other methylation assays. We suggest several calibration strategies for the critical parameters of the model, either using additional data or fairly general assumptions. By comparing the results with bisulfite sequencing (BS) validation data, we show the improvement of QSEA over existing methods. Additionally, we generated a clinically relevant benchmark data set consisting of methylation enrichment experiments (MeDIP-seq), BS-based validation experiments (Methyl-seq) as well as gene expression experiments (RNA-seq) derived from non-small cell lung cancer patients, and show that the workflow retrieves well-known lung tumour methylation markers that are causative for gene expression changes, demonstrating the applicability of QSEA for clinical studies. QSEA is implemented in R and available from the Bioconductor repository 3.4 (www.bioconductor.org/packages/qsea).
Subject(s)
DNA Methylation , Genomics/methods , Sequence Analysis, DNA/methods , Animals , Bayes Theorem , Gene Expression Regulation , Humans , Lung Neoplasms/genetics , Mice , Promoter Regions, Genetic , Sulfites , WorkflowABSTRACT
Cetuximab is the single targeted therapy approved for the treatment of head and neck cancer (HNSCC). Predictive biomarkers have not been established and patient stratification based on molecular tumor profiles has not been possible. Since EGFR pathway activation is pronounced in basal subtype, we hypothesized this activation could be a predictive signature for an EGFR directed treatment. From our patient-derived xenograft platform of HNSCC, 28 models were subjected to Affymetrix gene expression studies on HG U133+ 2.0. Based on the expression of 821 genes, the subtype of each of the 28 models was determined by integrating gene expression profiles through centroid-clustering with previously published gene expression data by Keck et al. The models were treated in groups of 5-6 animals with docetaxel, cetuximab, everolimus, cis- or carboplatin and 5-fluorouracil. Response was evaluated by comparing tumor volume at treatment initiation and after 3 weeks of treatment (RTV). Tumors distributed over the 3 signature-defined subtypes: 5 mesenchymal/inflamed phenotype (MS), 15 basal type (BA), 8 classical type (CL). Cluster analysis revealed a strong correlation between response to cetuximab and the basal subtype. RTV MS 3.32 vs. BA 0.78 (MS vs. BA, unpaired t-test, p 0.0002). Cetuximab responders were distributed as following: 1/5 in MS, 5/8 in CL and 13/15 in the BA group. Activity of classical chemotherapies did not differ between the subtypes. In conclusion basal subtype was associated with response to EGFR directed therapy in head and neck squamous cell cancer patient-derived xenografts.
Subject(s)
Carcinoma, Basal Cell/drug therapy , Carcinoma, Squamous Cell/drug therapy , Cetuximab/pharmacology , Head and Neck Neoplasms/drug therapy , Animals , Antineoplastic Agents/pharmacology , Carboplatin/pharmacology , Carcinoma, Basal Cell/enzymology , Carcinoma, Basal Cell/genetics , Carcinoma, Basal Cell/pathology , Carcinoma, Squamous Cell/enzymology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/pathology , DNA Mutational Analysis , Docetaxel , ErbB Receptors/genetics , Everolimus/pharmacology , Fluorouracil/pharmacology , Gene Expression , Head and Neck Neoplasms/enzymology , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/pathology , High-Throughput Nucleotide Sequencing , Humans , Mice , Mice, Inbred NOD , Retrospective Studies , Squamous Cell Carcinoma of Head and Neck , Taxoids/pharmacology , Xenograft Model Antitumor AssaysABSTRACT
BACKGROUND: The European NCI compounds programme, a joint initiative of the EORTC Research Branch, Cancer Research Campaign and the US National Cancer Institute, was initiated in 1993. The objective was to help the NCI in reducing the backlog of in vivo testing of potential anticancer compounds, synthesised in Europe that emerged from the NCI in vitro 60-cell screen. METHODS: Over a period of more than twenty years the EORTC-Cancer Research Campaign panel reviewed â¼2000 compounds of which 95 were selected for further evaluation. Selected compounds were stepwise developed with clear go/no go decision points using a pharmacologically directed programme. RESULTS: This approach eliminated quickly compounds with unsuitable pharmacological properties. A few compounds went into Phase I clinical evaluation. The lessons learned and many of the principles outlined in the paper can easily be applied to current and future drug discovery and development programmes. CONCLUSIONS: Changes in the review panel, restrictions regarding numbers and types of compounds tested in the NCI in vitro screen and the appearance of targeted agents led to the discontinuation of the European NCI programme in 2017 and its transformation into an academic platform of excellence for anticancer drug discovery and development within the EORTC-PAMM group. This group remains open for advice and collaboration with interested parties in the field of cancer pharmacology.
Subject(s)
Antineoplastic Agents/therapeutic use , Drug Discovery , Neoplasms/drug therapy , Research , European Union , Humans , National Cancer Institute (U.S.) , United StatesABSTRACT
Anaplastic large cell lymphoma (ALCL) is a distinct entity of T-cell lymphoma that can be divided into 2 subtypes based on the presence of translocations involving the ALK gene (ALK(+) and ALK(-) ALCL). The interferon regulatory factor 4 (IRF4) is known to be highly expressed in both ALK(+) and ALK(-) ALCLs. However, the role of IRF4 in the pathogenesis of these lymphomas remains unclear. Here we show that ALCLs of both subtypes are addicted to IRF4 signaling, as knockdown of IRF4 by RNA interference was toxic to ALCL cell lines in vitro and in ALCL xenograft mouse models in vivo. Gene expression profiling after IRF4 knockdown demonstrated a significant downregulation of a variety of known MYC target genes. Furthermore, our analyses revealed that MYC is a primary target of IRF4, identifying a novel regulatory mechanism of MYC expression and its target gene network in ALCL. MYC, itself, is essential for ALCL survival, as both knockdown of MYC and pharmacologic inhibition of MYC signaling were toxic to ALCL cell lines. Collectively, our results demonstrate that ALCLs are dependent on IRF4 and MYC signaling and that MYC may represent a promising target for future therapies.
Subject(s)
Gene Expression Regulation, Neoplastic , Interferon Regulatory Factors/metabolism , Lymphoma, Large-Cell, Anaplastic/genetics , Lymphoma, Large-Cell, Anaplastic/metabolism , Proto-Oncogene Proteins c-myc/metabolism , Animals , Cell Line, Tumor , Cell Survival , Female , Gene Expression Profiling , Humans , Lymphoma/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , RNA Interference , Retroviridae/metabolism , Signal TransductionABSTRACT
OBJECTIVES: We have previously identified a 115-gene signature that characterises the metastatic potential of human primary colon cancers. The signature included the canonical Wnt target gene BAMBI, which promoted experimental metastasis in mice. Here, we identified three new direct Wnt target genes from the signature, and studied their functions in epithelial-mesenchymal transition (EMT), cell migration and experimental metastasis. DESIGN: We examined experimental liver metastases following injection of selected tumour cells into spleens of NOD/SCID mice. Molecular and cellular techniques were used to identify direct transcription target genes of Wnt/ß-catenin signals. Microarray analyses and experiments that interfered with cell migration through inhibitors were performed to characterise downstream signalling systems. RESULTS: Three new genes from the colorectal cancer (CRC) metastasis signature, BOP1, CKS2 and NFIL3, were identified as direct transcription targets of ß-catenin/TCF4. Overexpression and knocking down of these genes in CRC cells promoted and inhibited, respectively, experimental metastasis in mice, EMT and cell motility in culture. Cell migration was repressed by interfering with distinct signalling systems through inhibitors of PI3K, JNK, p38 mitogen-activated protein kinase and/or mTOR. Gene expression profiling identified a series of migration-promoting genes, which were induced by BOP1, CKS2 and NFIL3, and could be repressed by inhibitors that are specific to these pathways. CONCLUSIONS: We identified new direct Wnt/ß-catenin target genes, BOP1, CKS2 and NFIL3, which induced EMT, cell migration and experimental metastasis of CRC cells. These genes crosstalk with different downstream signalling systems, and activate migration-promoting genes. These pathways and downstream genes may serve as therapeutic targets in the treatment of CRC metastasis.
Subject(s)
Basic-Leucine Zipper Transcription Factors/genetics , CDC28 Protein Kinase, S cerevisiae/genetics , Cell Movement/genetics , Colorectal Neoplasms/genetics , Epithelial-Mesenchymal Transition/genetics , Liver Neoplasms , Nuclear Proteins/genetics , Wnt Signaling Pathway/genetics , Animals , CDC2-CDC28 Kinases , Cell Cycle Proteins , Disease Models, Animal , Humans , Liver Neoplasms/genetics , Liver Neoplasms/secondary , Liver Neoplasms, Experimental , Mice , Neoplasm Metastasis , RNA-Binding Proteins , Tumor Cells, CulturedABSTRACT
Apoptosis resistance contributes to poor outcome in pediatric acute lymphoblastic leukemia (ALL). Here, we identify a novel synergistic combination of Smac mimetic BV6 and glucocorticoids (GCs) (ie, dexamethasone, prednisolone) to trigger apoptosis in ALL cells. BV6 and GCs similarly cooperate to induce apoptosis in patient-derived leukemia samples, underlining the clinical relevance. Importantly, BV6/dexamethasone cotreatment is significantly more effective than monotherapy to delay leukemia growth in a patient-derived xenograft model of pediatric ALL without causing additional side effects. In contrast, BV6 does not increase cytotoxicity of dexamethasone against nonmalignant peripheral blood lymphocytes, mesenchymal stromal cells, and CD34-positive hematopoietic cells. We identify a novel mechanism by showing that BV6 and dexamethasone cooperate to deplete cIAP1, cIAP2, and XIAP, thereby promoting assembly of the ripoptosome, a RIP1/FADD/caspase-8-containing complex. This complex is critical and is required for BV6/dexamethasone-induced cell death, because RIP1 knockdown reduces caspase activation, reactive oxygen species production, and cell death. Ripoptosome formation occurs independently of autocrine/paracrine loops of death receptor ligands, because blocking antibodies for TNFα, tumor necrosis factor-related apoptosis-inducing ligand, or CD95 ligand or knockdown of death receptors fail to rescue BV6/dexamethasone-induced cell death. This is the first report showing that BV6 sensitizes for GC-triggered cell death by promoting ripoptosome formation with important implications for apoptosis-targeted therapies of ALL.
Subject(s)
Apoptosis/drug effects , GTPase-Activating Proteins/metabolism , Glucocorticoids/pharmacology , Oligopeptides/pharmacology , Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology , Protein Multimerization/drug effects , Animals , Caspase 8/metabolism , Cells, Cultured , Child , Drug Synergism , Fas-Associated Death Domain Protein/metabolism , Humans , Male , Mice , Mice, Inbred NOD , Mice, SCID , Mice, Transgenic , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Xenograft Model Antitumor AssaysABSTRACT
Patient-derived xenograft (PDX) models have shown to reflect original patient tumors better than any other preclinical model. We embarked in a study establishing a large panel of head and neck squamous cell carcinomas PDX for biomarker analysis and evaluation of established and novel compounds. Out of 115 transplanted specimens 52 models were established of which 29 were characterized for response to docetaxel, cetuximab, methotrexate, carboplatin, 5-fluorouracil and everolimus. Further, tumors were subjected to sequencing analysis and gene expression profiling of selected mTOR pathway members. Most frequent response was observed for docetaxel and cetuximab. Responses to carboplatin, 5-fluorouracil and methotrexate were moderate. Everolimus revealed activity in the majority of PDX. Mutational profiling and gene expression analysis did not reveal a predictive biomarker for everolimus even though by trend RPS6KB1 mRNA expression was associated with response. In conclusion we demonstrate a comprehensively characterized panel of head and neck cancer PDX models, which represent a valuable and renewable tissue resource for evaluation of novel compounds and associated biomarkers.
Subject(s)
Carcinoma, Squamous Cell/drug therapy , Head and Neck Neoplasms/drug therapy , Sirolimus/analogs & derivatives , TOR Serine-Threonine Kinases/antagonists & inhibitors , Xenograft Model Antitumor Assays/methods , Adult , Aged , Aged, 80 and over , Animals , Antineoplastic Agents/therapeutic use , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/virology , DNA Mutational Analysis , Everolimus , Female , Gene Expression Profiling , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/virology , Human papillomavirus 16/physiology , Humans , Interleukin Receptor Common gamma Subunit/deficiency , Interleukin Receptor Common gamma Subunit/genetics , Male , Mice, Inbred NOD , Mice, Knockout , Mice, SCID , Middle Aged , Papillomavirus Infections/virology , Signal Transduction/drug effects , Signal Transduction/genetics , Sirolimus/therapeutic use , TOR Serine-Threonine Kinases/genetics , Treatment OutcomeABSTRACT
Accumulation of the COMMD1 protein as a druggable pharmacology event to target cancer cells has not been evaluated so far in cancer animal models. We have previously demonstrated that a second-generation peptide, with cell-penetrating capacity, termed CIGB-552, was able to induce apoptosis mediated by stabilization of COMMD1. Here, we explore the antitumor effect by subcutaneous administration of CIGB-552 in a therapeutic schedule. Outstandingly, a significant delay of tumor growth was observed at 0.2 and 0.7 mg/kg (p < 0.01) or 1.4 mg/kg (p < 0.001) after CIGB-552 administration in both syngeneic murine tumors and patient-derived xenograft models. Furthermore, we evidenced that (131)I-CIGB-552 peptide was actually accumulated in the tumors after administration by subcutaneous route. A typical serine-proteases degradation pattern for CIGB-552 in BALB/c mice serum was identified. Further, biological characterization of the main metabolites of the peptide CIGB-552 suggests that the cell-penetrating capacity plays an important role in the cytotoxic activity. This report is the first in describing the antitumor effect induced by systemic administration of a peptide that targets COMMD1 for stabilization. Moreover, our data reinforce the perspectives of CIGB-552 for cancer targeted therapy.
Subject(s)
Antineoplastic Agents/pharmacology , Antineoplastic Agents/pharmacokinetics , Cell-Penetrating Peptides/pharmacology , Cell-Penetrating Peptides/pharmacokinetics , Neoplasms, Experimental/drug therapy , Neoplasms, Experimental/metabolism , Adaptor Proteins, Signal Transducing/metabolism , Amino Acid Sequence , Animals , Antimicrobial Cationic Peptides/chemistry , Antineoplastic Agents/chemistry , Apoptosis/drug effects , Arthropod Proteins/chemistry , Cell Line, Tumor , Cell Survival/drug effects , Cell-Penetrating Peptides/chemistry , Female , HT29 Cells , Humans , Mice , Mice, Inbred BALB C , Molecular Sequence Data , Neoplasms, Experimental/pathology , Protein Stability/drug effects , Tissue Distribution , Xenograft Model Antitumor AssaysABSTRACT
Glioblastoma (GBM) heterogeneity, aggressiveness and infiltrative growth drastically limit success of current standard of care drugs and efficacy of various new therapeutic approaches. There is a need for new therapies and models reflecting the complex biology of these tumors to analyze the molecular mechanisms of tumor formation and resistance, as well as to identify new therapeutic targets. We established and screened a panel of 26 patient-derived subcutaneous (s.c.) xenograft (PDX) GBM models on immunodeficient mice, of which 15 were also established as orthotopic models. Sensitivity toward a drug panel, selected for their different modes of action, was determined. Best treatment responses were observed for standard of care temozolomide, irinotecan and bevacizumab. Matching orthotopic models frequently show reduced sensitivity, as the blood-brain barrier limits crossing of the drugs to the GBM. Molecular characterization of 23 PDX identified all of them as IDH-wt (R132) with frequent mutations in EGFR, TP53, FAT1, and within the PI3K/Akt/mTOR pathway. Their expression profiles resemble proposed molecular GBM subtypes mesenchymal, proneural and classical, with pronounced clustering for gene sets related to angiogenesis and MAPK signaling. Subsequent gene set enrichment analysis identified hallmark gene sets of hypoxia and mTORC1 signaling as enriched in temozolomide resistant PDX. In models sensitive for mTOR inhibitor everolimus, hypoxia-related gene sets reactive oxygen species pathway and angiogenesis were enriched. Our results highlight how our platform of s.c. GBM PDX can reflect the complex, heterogeneous biology of GBM. Combined with transcriptome analyses, it is a valuable tool in identification of molecular signatures correlating with monitored responses. Available matching orthotopic PDX models can be used to assess the impact of the tumor microenvironment and blood-brain barrier on efficacy. Our GBM PDX panel therefore represents a valuable platform for screening regarding molecular markers and pharmacologically active drugs, as well as optimizing delivery of active drugs to the tumor.
ABSTRACT
Patient-derived xenograft (PDX) tumor models are essential for identifying new biomarkers, signaling pathways and novel targets, to better define key factors of therapy response and resistance mechanisms. Therefore, this study aimed at establishing pancreas carcinoma (PC) PDX models with thorough molecular characterization, and the identification of signatures defining responsiveness toward drug treatment. In total, 45 PC-PDXs were generated from 120 patient tumor specimens and the identity of PDX and corresponding patient tumors was validated. The majority of engrafted PDX models represent ductal adenocarcinomas (PDAC). The PDX growth characteristics were assessed, with great variations in doubling times (4 to 32 days). The mutational analyses revealed an individual mutational profile of the PDXs, predominantly showing alterations in the genes encoding KRAS, TP53, FAT1, KMT2D, MUC4, RNF213, ATR, MUC16, GNAS, RANBP2 and CDKN2A. Sensitivity of PDX toward standard of care (SoC) drugs gemcitabine, 5-fluorouracil, oxaliplatin and abraxane, and combinations thereof, revealed PDX models with sensitivity and resistance toward these treatments. We performed correlation analyses of drug sensitivity of these PDX models and their molecular profile to identify signatures for response and resistance. This study strongly supports the importance and value of PDX models for improvement in therapies of PC.
ABSTRACT
Background: Identification of cancer metastasis-relevant molecular networks is desired to provide the basis for understanding and developing intervention strategies. Here we address the role of GIPC1 in the process of MACC1-driven metastasis. MACC1 is a prognostic indicator for patient metastasis formation and metastasis-free survival. MACC1 controls gene transcription, promotes motility, invasion and proliferation of colon cancer cells in vitro, and causes tumor growth and metastasis in mice. Methods: By using yeast-two-hybrid assay, mass spectrometry, co-immunoprecipitation and peptide array we analyzed GIPC1 protein binding partners, by using the MACC1 gene promoter and chromatin immunoprecipitation and electrophoretic mobility shift assay we probed for GIPC1 as transcription factor. We employed GIPC1/MACC1-manipulated cell lines for in vitro and in vivo analyses, and we probed the GIPC1/MACC1 impact using human primary colorectal cancer (CRC) tissue. Results: We identified MACC1 and its paralogue SH3BP4 as protein binding partners of the protein GIPC1, and we also demonstrated the binding of GIPC1 as transcription factor to the MACC1 promoter (TSS to -60 bp). GIPC1 knockdown reduced endogenous, but not CMV promoter-driven MACC1 expression, and diminished MACC1-induced cell migration and invasion. GIPC1 suppression reduced tumor growth and metastasis in mice intrasplenically transplanted with MACC1-overexpressing CRC cells. In human primary CRC specimens, GIPC1 correlates with MACC1 expression and is of prognostic value for metastasis formation and metastasis-free survival. Combination of MACC1 and GIPC1 expression improved patient survival prognosis, whereas SH3BP4 expression did not show any prognostic value. Conclusions: We identified an important, dual function of GIPC1 - as protein interaction partner and as transcription factor of MACC1 - for tumor progression and cancer metastasis.
ABSTRACT
The BLM gene belongs to the RecQ helicase family and has been implicated in the maintenance of genomic stability. Its homozygous germline inactivation causes Bloom syndrome, a severe genetic disorder characterized by growth retardation, impaired fertility and highly elevated cancer risk. We hypothesized that BLM is a candidate gene for breast cancer (BC) predisposition. Sequencing of its entire coding region in 95 genetically enriched Russian BC patients identified two heterozygous carriers of the c.1642 C>T (Q548X) mutation. The extended study revealed this allele in 17/1,498 (1.1%) BC cases vs. 2/1,093 (0.2%) healthy women (p = 0.004). There was a suggestion that BLM mutations were more common in patients reporting first-degree family history of BC (6/251 (2.4%) vs. 11/1,247 (0.9%), p = 0.05), early-onset cases (12/762 (1.6%) vs. 5/736 (0.7%), p = 0.14) and women with bilateral appearance of the disease (2/122 (1.6%) vs. 15/1376 (1.1%), p = 0.64). None of the BLM-associated BC exhibited somatic loss of heterozygosity at the BLM gene locus. This study demonstrates that BLM Q548X allele is recurrent in Slavic subjects and may be associated with BC risk.
Subject(s)
Breast Neoplasms/genetics , Genetic Predisposition to Disease , Mutation , RecQ Helicases/genetics , Adolescent , Adult , Aged , Base Sequence , Female , Germ-Line Mutation , Humans , Male , Middle Aged , Risk Factors , Russia , Sequence Analysis, DNA , Young AdultABSTRACT
Alterations in metabolic pathways are known to characterize cancer. In order to suppress cancer growth, however, multiple proteins involved in these pathways have to be targeted simultaneously. We have developed a screening method to assess the best drug combination for cancer treatment based on targeting several factors implicated in tumor specific metabolism. Following a review of the literature, we identified those enzymes known to be deregulated in cancer and established a list of sixty-two drugs targeting them. These molecules are used routinely in clinical settings for diseases other than cancer. We screened a first library in vitro against four cell lines and then evaluated the most promising binary combinations in vivo against three murine syngeneic cancer models, (LL/2, Lewis lung carcinoma; B16-F10, melanoma; and MBT-2, bladder cancer). The optimum result was obtained using a combination of α-lipoic acid and hydroxycitrate (METABLOC(TM)). In this study, a third agent was added by in vivo evaluation of a large number of combinations. The addition of octreotide strongly reduced tumor development (T/C% value of 30.2 to 34.5%; P < 0.001) in the same models and prolonged animal survival (P < 0.001) as compared to cisplatin. These results were confirmed in a different laboratory setting using a human xenograft model (NCI-H69, small cell lung cancer). None of these three molecules are known to target DNA. The effectiveness of this combination in several animal models, as well as the low toxicity of these inexpensive drugs, emphasizes the necessity of rapidly setting up a clinical trial.
Subject(s)
Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Neoplasms/drug therapy , Neoplasms/metabolism , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Citrates/pharmacology , Citrates/therapeutic use , Disease Models, Animal , Drug Screening Assays, Antitumor , Humans , Mice , Mice, Inbred C57BL , Neoplasms/pathology , Octreotide/pharmacology , Octreotide/therapeutic use , Reproducibility of Results , Thioctic Acid/pharmacology , Thioctic Acid/therapeutic use , Treatment OutcomeABSTRACT
PURPOSE: To test targeted liposomes in an effort to improve drug transport across cellular barriers into the brain. METHODS: Therefore we prepared Mitoxantrone (MTO) entrapping, rigid and fluid liposomes, equipped with a 19-mer angiopeptide as ligand for LDL lipoprotein receptor related protein (LRP) targeting. RESULTS: Fluid, ligand bearing liposomes showed in vitro the highest cellular uptake and transcytosis and were significantly better than the corresponding ligand-free liposomes and rigid, ligand-bearing vesicles. Treatment of mice, transplanted with human breast cancer cells subcutaneously and into the brain, with fluid membrane liposomes resulted in a significant reduction in the tumor volume by more than 80% and in a clear reduction in drug toxicity. The improvement was mainly depended on liposome fluidity while the targeting contributed only to a minor degree. Pharmacokinetic parameters were also improved for liposomal MTO formulations in comparison to the free drug. So the area under the curve was increased and t(1/2) was extended for liposomes. CONCLUSION: Our data show that it is possible to significantly improve the therapy of brain metastases if MTO-encapsulating, fluid membrane liposomes are used instead of free MTO. This effect could be further enhanced by fluid, ligand bearing liposomes.
Subject(s)
Antineoplastic Agents/therapeutic use , Brain Neoplasms/drug therapy , Brain Neoplasms/secondary , Brain/drug effects , LDL-Receptor Related Proteins/metabolism , Liposomes/metabolism , Mitoxantrone/therapeutic use , Amino Acid Sequence , Animals , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacokinetics , Brain/metabolism , Brain/pathology , Brain Neoplasms/pathology , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Line , Cell Line, Tumor , Drug Delivery Systems , Female , Humans , Liposomes/chemistry , Mice , Mitoxantrone/administration & dosage , Mitoxantrone/pharmacokinetics , Molecular Sequence Data , Peptides/chemistry , Peptides/metabolismABSTRACT
Gemcitabine is a deoxycytidine (dCyd) analog with activity in leukemia and solid tumors, which requires phosphorylation by deoxycytidine kinase (dCK). Decreased membrane transport is a mechanism of resistance to gemcitabine. In order to facilitate gemcitabine uptake and prolong retention in the cell, a lipophilic pro-drug was synthesized (CP-4126), with an elaidic fatty acid esterified at the 5'position. CP-4126 was tested in cell lines resistant to cytarabine, another dCyd analog or gemcitabine. Activity of gemcitabine and the derivative was comparable in the parent cell lines, while in dCK deficient cells all compounds were inactive. However, inhibition of nucleoside transport increased the IC(50) for gemcitabine up to 200-fold, but not for CP-4126, underlining the independence of a nucleoside transporter. For in vivo evaluation, nude mice bearing a human xenograft were treated intraperitoneally every third day for five doses at the maximal tolerated dose. In melanoma, sarcoma, lung, prostate, pancreatic and breast cancer xenografts, gemcitabine and CP-4126 were equally and highly effective; in four other xenografts moderately but equally active. In contrast to gemcitabine, CP-4126 could be administered orally, with a schedule and dose dependent toxicity and antitumor activity. In a colon cancer xenograft, antitumor activity of orally administered CP-4126 was equal to the intraperitoneally administered drug. In conclusion, CP-4126 is membrane transporter independent. Intraperitoneally administered CP-4126 was as effective as gemcitabine in several xenografts and CP-4126 is tolerated when orally administered. CP-4126 seems to be a promising new anticancer drug.
Subject(s)
Antineoplastic Agents/administration & dosage , Antineoplastic Agents/pharmacology , Deoxycytidine/analogs & derivatives , Fatty Acids/pharmacology , Administration, Oral , Animals , Antineoplastic Agents/chemistry , Biological Availability , Cell Death/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Cytidine Deaminase , Deoxycytidine/administration & dosage , Deoxycytidine/chemistry , Deoxycytidine/pharmacokinetics , Deoxycytidine/pharmacology , Disease Models, Animal , Dogs , Humans , Mice , Nucleoside Deaminases/metabolism , Treatment Outcome , Xenograft Model Antitumor Assays , GemcitabineABSTRACT
Prodrugs can have the advantage over parent drugs in increased activation and cellular uptake. The multidrug ETC-L-FdUrd and the duplex drug ETC-FdUrd are composed of two different monophosphate-nucleosides, 5-fluoro-2'deoxyuridine (FdUrd) and ethynylcytidine (ETC), coupled via a glycerolipid or phosphodiester, respectively. The aim of the study was to determine cytotoxicity levels and mode of drug cleavage. Moreover, we determined whether a liposomal formulation of ETC-L-FdUrd would improve cytotoxic activity and/or cleavage. Drug effects/cleavage were studied with standard radioactivity assays, HPLC and LC-MS/MS in FM3A/0 mammary cancer cells and their FdUrd resistant variants FM3A/TK(-). ETC-FdUrd was active (IC(50) of 2.2 and 79 nM) in FM3A/0 and TK(-) cells, respectively. ETC-L-FdUrd was less active (IC(50): 7 nM in FM3A/0 vs 4500 nM in FM3A/TK(-)). Although the liposomal formulation was less active than ETC-L-FdUrd in FM3A/0 cells (IC(50):19.3 nM), resistance due to thymidine kinase (TK) deficiency was greatly reduced. The prodrugs inhibited thymidylate synthase (TS) in FM3A/0 cells (80-90%), but to a lower extent in FM3A/TK(-) (10-50%). FdUMP was hardly detected in FM3A/TK(-) cells. Inhibition of the transporters and nucleotidases/phosphatases resulted in a reduction of cytotoxicity of ETC-FdUrd, indicating that this drug was cleaved outside the cells to the monophosphates, which was verified by the presence of FdUrd and ETC in the medium. ETC-L-FdUrd and the liposomal formulation were neither affected by transporter nor nucleotidase/phosphatase inhibition, indicating circumvention of active transporters. In vivo, ETC-FdUrd and ETC-L-FdURd were orally active. ETC nucleotides accumulated in both tumor and liver tissues. These formulations seem to be effective when a lipophilic linker is used combined with a liposomal formulation.
Subject(s)
Cytidine/analogs & derivatives , Floxuridine/pharmacology , Animals , Cell Line, Tumor , Cytidine/administration & dosage , Cytidine/chemistry , Cytidine/pharmacology , Drug Resistance, Neoplasm/drug effects , Extracellular Space/drug effects , Extracellular Space/metabolism , Floxuridine/administration & dosage , Floxuridine/chemistry , Fluorodeoxyuridylate/metabolism , Humans , Inhibitory Concentration 50 , Liposomes/metabolism , Mice , Nucleoside Transport Proteins/metabolism , Nucleosides/metabolism , Thymidylate Synthase/metabolism , Xenograft Model Antitumor AssaysABSTRACT
Humanized mice were generated in order to investigate the anti-tumor efficacy of bispecific antibodies. The engraftment, distribution and differentiation of mononuclear cells (MNC) from cord blood transplanted into the liver of newborn non-obese diabetic/severe combined immunodeficiency (NOD/SCID) mice were measured. Using a human-specific polymerase chain reaction (PCR), human cells were found to be present in the liver for a time range from 5 min to 5 days. After long-term engraftment of 42 days, the highest level of human cells was measured in mouse thymus, with lower levels in spleen and bone marrow. Engrafted human cells in mouse organs showed T-cell differentiation only, as measured by CD3, CD4 and CD8 expression. The MNC transplanted intrahepatically into newborn mice were tested for T-cell mediated anti-tumor activity in vivo against subcutaneously transplanted human SW480 colon carcinoma in NOD/SCID mice. A delay of SW480 tumor growth in mice in the presence of a bispecific epithelial cell-adhesion molecule (EpCAM)/CD3 antibody was found to be associated with the presence of immunoreactive human CD3 cells within the SW480 tumor. Our data provide evidence that the intrahepatic transplantation of cord blood stem cells into newborn mice represents a valuable model for establishing functionally active human T cells with anti-tumor activity.
Subject(s)
Antibodies, Bispecific/immunology , Antigens, Neoplasm/immunology , CD3 Complex/immunology , Cell Adhesion Molecules/immunology , Colonic Neoplasms/pathology , Fetal Blood/cytology , Fetal Blood/transplantation , Liver/cytology , Animals , Cell Differentiation , Cell Line, Tumor , Cell Proliferation , Colonic Neoplasms/immunology , Epithelial Cell Adhesion Molecule , Humans , Leukocytes, Mononuclear/cytology , Leukocytes, Mononuclear/transplantation , Mice , Mice, Inbred NOD , Organ Specificity , Time Factors , Xenograft Model Antitumor AssaysABSTRACT
In colorectal cancer (CRC), the prevalence of NRAS mutations (5-9%) is inferior to that of KRAS mutations (40-50%). NRAS mutations feature lately during tumour progression and drive resistance to anti-EGFR therapy in KRAS wild-type tumours. To elucidate specific functions of NRAS mutations in CRC, we expressed doxycycline-inducible G12D and Q61K mutations in the CRC cell line Caco-2. A focused phospho-proteome analysis based on the Bio-Plex platform, which interrogated the activity of MAPK, PI3K, mTOR, STAT, p38, JNK and ATF2, did not reveal significant differences between Caco-2 cells expressing NRASG12D, NRASQ61K and KRASG12V. However, phenotypic read-outs were different. The NRAS Q61K mutation promoted anchorage-independent proliferation and tumorigenicity, similar to features driven by canonical KRAS mutations. In contrast, expression of NRASG12D resulted in reduced proliferation and apoptosis. At the transcriptome level, we saw upregulation of cytokines and chemokines. IL1A, IL11, CXCL8 (IL-8) and CCL20 exhibited enhanced secretion into the culture medium. In addition, RNA sequencing results indicated activation of the IL1-, JAK/STAT-, NFκB- and TNFα signalling pathways. These results form the basis for an NRASG12D-driven inflammatory phenotype in CRC.
Subject(s)
Colorectal Neoplasms/genetics , GTP Phosphohydrolases/genetics , Membrane Proteins/genetics , Apoptosis , Caco-2 Cells , Cell Proliferation , Chemokines/genetics , Chemokines/metabolism , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/physiopathology , Cytokines/genetics , Cytokines/metabolism , GTP Phosphohydrolases/metabolism , Humans , Membrane Proteins/metabolism , Mutation , Oncogenes , Signal TransductionABSTRACT
Patient-derived xenograft (PDX) tumor models represent a valuable platform for identifying new biomarkers and novel targets, to evaluate therapy response and resistance mechanisms. This study aimed at establishment, characterization and therapy testing of colorectal carcinoma-derived PDX. We generated 49 PDX and validated identity between patient tumor and corresponding PDX. Sensitivity of PDX toward conventional and targeted drugs revealed that 92% of PDX responded toward irinotecan, 45% toward 5-FU, 65% toward bevacizumab, and 61% toward cetuximab. Expression of epidermal growth factor receptor (EGFR) ligands correlated to the sensitivity toward cetuximab. Proto-oncogene B-RAF, EGFR, Kirsten rat sarcoma virus oncogene homolog gene copy number correlated positively with cetuximab and erlotinib sensitivity. The mutational analyses revealed an individual mutational profile of PDX and mainly identical profiles of PDX from primary tumor vs corresponding metastasis. Mutation in PIK3CA was a determinant of accelerated tumor doubling time. PDX with wildtype Kirsten rat sarcoma virus oncogene homolog, proto-oncogene B-RAF, and phosphatidylinositol-4,5-bisphosphate 3-kinaseM catalytic subunit alfa showed higher sensitivity toward cetuximab and erlotinib. To study the molecular mechanism of cetuximab resistance, cetuximab resistant PDX models were generated, and changes in HER2, HER3, betacellulin, transforming growth factor alfa were observed. Global proteome and phosphoproteome profiling showed a reduction in canonical EGFR-mediated signaling via PTPN11 (SHP2) and AKT1S1 (PRAS40) and an increase in anti-apoptotic signaling as a consequence of acquired cetuximab resistance. This demonstrates that PDX models provide a multitude of possibilities to identify and validate biomarkers, signaling pathways and resistance mechanisms for clinically relevant improvement in cancer therapy.