| Literature DB >> 29356532 |
Chiara Marchetti1, Katherine G Zyner2, Stephan A Ohnmacht1, Mathew Robson3, Shozeb M Haider1, Jennifer P Morton4,5, Giovanni Marsico2, Tam Vo6, Sarah Laughlin-Toth6, Ahmed A Ahmed1, Gloria Di Vita1, Ingrida Pazitna1, Mekala Gunaratnam1, Rachael J Besser1, Ana C G Andrade1, Seckou Diocou7, Jeremy A Pike2, David Tannahill2, R Barbara Pedley7, T R Jeffry Evans4,5, W David Wilson6, Shankar Balasubramanian2,8,9, Stephen Neidle1.
Abstract
Human pancreatic ductal adenocarcinoma (PDAC) involves the dysregulation of multiple signaling pathways. A novel approach to the treatment of PDAC is described, involving the targeting of cancer genes in PDAC pathways having over-representation of G-quadruplexes, using the trisubstituted naphthalene diimide quadruplex-binding compound 2,7-bis(3-morpholinopropyl)-4-((2-(pyrrolidin-1-yl)ethyl)amino)benzo[ lmn][3,8]phenanthroline-1,3,6,8(2 H,7 H)-tetraone (CM03). This compound has been designed by computer modeling, is a potent inhibitor of cell growth in PDAC cell lines, and has anticancer activity in PDAC models, with a superior profile compared to gemcitabine, a commonly used therapy. Whole-transcriptome RNA-seq methodology has been used to analyze the effects of this quadruplex-binding small molecule on global gene expression. This has revealed the down-regulation of a large number of genes, rich in putative quadruplex elements and involved in essential pathways of PDAC survival, metastasis, and drug resistance. The changes produced by CM03 represent a global response to the complexity of human PDAC and may be applicable to other currently hard-to-treat cancers.Entities:
Mesh:
Substances:
Year: 2018 PMID: 29356532 PMCID: PMC5867665 DOI: 10.1021/acs.jmedchem.7b01781
Source DB: PubMed Journal: J Med Chem ISSN: 0022-2623 Impact factor: 7.446
Figure 1G4 modeling, FRET, and cell line growth inhibition studies of the trisubstituted naphthalene diimide derivatives MM41 and CM03. (a) MM41 structure and (b) molecular model of MM41 bound to a human telomeric G4, following docking and minimization and using the co-crystal structure (PDB 3UYH)[32a] as a starting point. The red dotted circle highlights the fourth pyrrolidino side chain substituent of MM41, which is not buried in a G4 groove, by contrast with the other three side chains. (c) CM03 structure and (d) molecular model of CM03 bound to the native parallel human telomeric G4 structure (PDB 1KF1)[32b] following docking and minimization. MM41 and CM03 are shown in ball-and-stick representation and the G4 in surface representation, with electrostatic interaction regions colored yellow. (e) Table showing melting temperature changes (ΔTm) in °C, for CM03 and MM41 with a panel of G4s, determined using a FRET procedure performed in solution containing 50 mM K+ ion. Ligands were used at 1 μM concentration. Standard deviations are from triplicate measurements. (f) Growth inhibition assays. Short-term 96 h IC50 values (in nM) for the two compounds in cancer and normal fibroblast cell line panel. Average growth inhibition is shown with standard deviations from >3 individual determinations.
Scheme 1Synthesis of Compound CM03 (4)
(i) 5,5-Dimethyl-1,3-dibromohydantoin, H2SO4, 80° C, 72 h; (ii) 3-morpholinopropylamine, acetic acid, microwave, 130 °C, 25 min (The intermediate 3b was not isolated); (iii) amine, NMP, microwave, 125 °C, 30 min. For CM03, n = 2, R = pyrrolidino. The overall yield of the synthesis for steps i to iii (compound 4: CM03) was 26%. The yield for steps i and ii (from compound 1 to compound 3a) was 35%; the yield for final step (iii) (compound 3a to compound 4 (CM03)) was 75%.
Figure 2CM03 treatment reduces tumor volume in a MIA PaCa-2 xenograft model of PDAC. (a) Plot showing the tumor volume of MIA PaCa-2 xenografts treated with CM03, MM41, gemcitabine, or saline (control) over 62 days. There are eight CD-1 mice per condition and dosing for all cohorts was stopped on day 28, shown by the red arrow. Standard error of the mean (SEM) is indicated for all growth curves for each tumor volume. * p < 0.05, ** p < 0.01, *** p < 0.001 (Student t test). (b) A plot of weight for the eight mice in the 15 mg/kg CM03 cohort of this xenograft experiment, for the first 40 days of the experiment. (c) Table showing changes in tumor volume (TV), in cm3, relative to the control cohort at the selected three time points (MTV represents mean tumor volume). Statistical analysis between the average tumor volume of treated versus control mice cohorts at the given time points was performed using the Student t test * p < 0.05, ** p < 0.01, *** p < 0.001. (d) Sections of hematoxylin and eosin-stained organ tissue, taken from animals at the termination of the xenograft experiment. In each case, images from a single animal are shown. No differences between animals in a cohort were observed. Sections through (i) kidneys and (ii) livers taken from a control (untreated) and a CM03-treated mouse. (e) (i) IVIS images of a saline (control) untreated mouse and a 10 mg/kg CM03 treated mouse with tumors on their flank, 4 h after administration; (ii) IVIS images of the excised tumor from each animal (untreated control and 10 mg/kg CM03 treated) 4 h after administration. (f) Kaplan–Meier plot showing survival of PDAC-bearing KPC mice post onset of treatment (CM03, n = 7, control, n = 5, Mann–Whitney, p = 0.217).
Figure 3Differentially down-regulated genes common to both PANC-1 and MIA PaCa-2 are enriched in PQs after treatment with 400 nM CM03. (a,b) MIA PaCa-2 and PANC-1 cells were treated with 400 nM CM03 for 6 and 24 h and mRNA extracted for analysis by RNA-Seq. Genes were split into four subgroups according to their fold change upon CM03 treatment versus untreated: Down (Log2 FC < 0.5, FDR < 0.1), Up (Log2 FC > 0.5, FDR < 0.1), Down strong (Log2 FC ≤ 1.0, FDR < 0.05) and Up strong (Log2 FC ≥ 1.0, FDR < 0.05) and analyzed for PQs occurrence in both (a) promoter (100 bp downstream and 2 kb upstream of the TSS) and (b) gene bodies (exons and introns). See Supporting Information, Table 3 for median and IQR for box and whisker plots. Significance between differentially deregulated gene sets was calculated using the Wilcox statistical test via R software. *p < 0.05, ** p < 1 × 10–10, *** p < 1 × 10–25. PQs mean number is significantly lower (red asterisks) or higher (black asterisks) than the no differential expression group (NO). (c,d) enriched KEGG pathways (p < 0.05 with Bonferroni correction) and associated down-regulated genes (Log2 FC < 0.5, FDR < 0.1) common to both PANC-1 and MIA PaCa-2 cell lines after (c) 6 h and (d) 24 h CM03 treatment using the ClueGO Cytoscape App. (e) Scatter plot of significant down-regulated KEGG pathways (p-EASE ≤ 0.05) upon 6 and 24 h CM03 treatment. (f,g) Common (f) down-regulated KEGG pathways after 6 h CM03 treatment are also enriched in promoter and gene body PQs compared to (g) common-up regulated KEGG pathways at 6 h. The significance threshold of 0.05 is represented by the dotted line on the graph.
Figure 4CM03 treatment induces DNA damage and increases the presence of nuclear G4. (a) Following 6 and 24 h treatment with 400 nM CM03, PANC-1 cells were fixed with paraformaldehyde and stained with antibodies against G4s (BG4, green) and the DNA damage marker 53BP1 (red). Z-Stack images (11 μm × 0.3 μm spacing) were captured using a Nikon wide-field microscope and deconvolved using Hugyens Professional software. The central slice of the Z-stack is shown in the representative images. White scale bar is 10 μm. Zoom panel represents increased magnification of the highlighted section of the nucleus (dotted square) in the Merge panel. Yellow scale bar is 2.5 μm. Detection and co-localization between BG4 and 53BP1 foci (white arrows) were performed using a custom protocol in the ICY software, which utilizes the spot detector and co-localization studio plugins with the wavelet and Ripley’s K functions (see Methods). (b–e) The graphs show the mean number of (b) BG4 foci, (c) 53BP1 foci, (d) BG4-53BP1 co-localizations, or (e) percentage of total BG4 co-localizing with 53BP1 per nucleus with the standard deviation from three biological replicates. A two-tailed Student’s t test was used to determine statistical significance across each condition (p < 0.05 = *, p < 0.01 = **; n.s. = not significant). Each biological replicate represents 50–100 nuclei.
Figure 5Validation of mRNA down regulation by qRT-PCR for a subset of down-regulated genes, selected from RNA-Seq experiments. (a–d) MIA PaCa-2 and PANC-1 cells were treated (a and b) with 400 nM CM03 and (c and d) with 400 nM gemcitabine, all for 6 and 24 h. Total mRNA was extracted, reverse transcribed into cDNA, and then qRT-PCR was performed. The Ct values were normalized to the genomic mean of three housekeeping genes (ACTB, GAPDH, and TUBB), and the relative gene expression was determined using the Livak method, 2–ΔΔ. The log-fold expression changes (Log2 FC) for each gene are shown relative to vehicle-treated controls (PBS for CM03 and DMSO for gemcitabine). Student’s t test along with 2–Δ values were used to determine the statistical significance of the observed changes, which are the mean of in each case at least three determinations. Those genes with changes in expression with p < 0.05 have been marked *.
RNA-Seq Expression Data for a Select Set of Down-Regulated Genes after CM03 Treatmenta
| Log2 FC (6 h) | Log2 FC (24 h) | no. of PQs | |||||
|---|---|---|---|---|---|---|---|
| gene symbol | PANC-1 | MIA PaCa-2 | PANC-1 | MIA PaCa-2 | gene function | exons and introns | promoter |
| –0.18 | –0.20 | –1.04 | –0.98 | key protein kinase for (the AKT-mTOR signaling pathway: involved in metabolism, proliferation, cell survival, growth, and angiogenesis | 44 | 2 | |
| –0.11 | –0.54 | –0.83 | –1.09 | subunit of mTORC1: regulates cell growth and survival in response to nutrient and hormone signals | 5 | 2 | |
| –0.74 | –0.89 | –0.69 | –0.54 | RAS GTPase, protein trafficking, regulates endocytic recycling and cytoskeleton remodelling, noncanonical EGRF, and hedgehog signaling pathways | 1 | 3 | |
| –2.18 | –2.74 | –2.25 | –2.86 | transcription regulator, HDAC pathways | 96 | 4 | |
| –0.66 | –0.52 | –0.98 | –1.17 | transcriptional corepressor: oncogenic, required for PAK1-dependent macropinocytosis | 47 | 3 | |
| –0.73 | –0.06 | –0.70 | –0.54 | fatty acid synthase | 40 | 4 | |
| 0.03 | –0.61 | –0.57 | –0.64 | transcriptional activator, mediates hedgehog signaling | 15 | 4 | |
| –0.67 | –1.17 | 0.38 | –1.24 | KRAS-driven oncogenesis, gemcitabine and BET inhibitor resistance, effector of TEAD proteins, transcription regulator in hedgehog pathway | 71 | 0 | |
| –1.26 | –1.71 | –1.71 | –1.85 | up-regulated in PDAC, effector of TEAD proteins | 11 | 0 | |
| –1.15 | –2.72 | –1.53 | 0.72 | insulin-like growth factor | 34 | 8 | |
| –0.86 | –1.11 | –0.50 | –0.53 | guanine nucleotide exchange factor for ARF1 and ARF6 | 82 | 5 | |
| –0.38 | –0.53 | –1.60 | –2.56 | essential effector kinase of p38 MAPK pathway | 18 | 6 | |
| –0.75 | –0.47 | –1.44 | –1.23 | essential effector kinase of p38 MAPK pathway | 18 | 6 | |
| –0.28 | –0.09 | –0.75 | –0.60 | essential effector kinase of JNK signaling pathway | 10 | 3 | |
| –0.54 | –0.76 | –1.72 | –1.28 | subunit of both mTORC1 and mTORC2 | 8 | 1 | |
| –0.54 | –0.59 | –1.11 | –1.13 | protein kinase: involved in cancer cell migration and growth, macropinocytosis, gemcitabine resistance | 14 | 3 | |
| –0.63 | –0.83 | –1.41 | –1.40 | tumour cell motility and metastatic potential | 3 | 3 | |
| –0.01 | 0.26 | –0.56 | –0.82 | catalytic enzyme required for rate limiting step in gluconeogenesis | 6 | 0 | |
| –0.57 | –1.02 | –0.74 | –0.93 | glycolysis: synthesis and degradation of fructose 2,6-bisphosphate | 10 | 2 | |
| –0 21 | 0.00 | –0.98 | –1.18 | catalytic enzyme for first step of glycolysis | 34 | 4 | |
| –0.45 | –0.55 | –0.88 | –1.14 | regulatory subunit of PI3K | 13 | 0 | |
| –0.16 | –0.28 | –0.54 | –1.47 | binds to activated PI3K and regulates kinase activity | 2 | 1 | |
| –0.84 | –0.98 | –1.50 | –1.56 | receptor for class 3 semaphorins: involved in cancer invasion, migration, and growth | 54 | 3 | |
| –2.40 | –2.73 | –314 | –3.39 | transcription regulator: TGF8, SMAD pathways | 260 | 5 | |
| –1.44 | –1.87 | –1.23 | –2.01 | cell polarity: PI3K, MAPK signaling pathway, NF-kappa-beta activation | 78 | 3 | |
| –0.75 | –0.86 | –0.85 | –0.53 | axon guidance receptor, promoters liver metastasis through Wnt signaling, expression increases with clinical grade of PDAC | 19 | 3 | |
| –0.80 | –1.41 | –0.50 | –0 68 | scaffold lor recruiting mTORC1 substrates | 104 | 1 | |
| –1.65 | –1.87 | –0.44 | –1.96 | axon guidance, SRC pathways | 203 | 4 | |
| –0.52 | –0.83 | –1.47 | –1.96 | signaling adapter for insulin and VEGF signaling | 41 | 8 | |
| –0.92 | –0.34 | –0.82 | –1.21 | G protein-coupled receptor: transduces hedgehog signaling | 12 | 1 | |
| –0.22 | –0.65 | 0.21 | –0.91 | transcription factor, facilitates YAP interaction with DNA (Hippo pathway) | 19 | 10 | |
| –0.59 | –1.06 | 0.07 | –0.66 | transcription factor, facilitates YAP interaction with DNA (Hippo pathway) | 29 | 7 | |
| –0.23 | –0.79 | –0.47 | –0.31 | transcription factor, facilitates YAP interaction with DNA (Hippo pathway) | 34 | 6 | |
| –1.44 | –2.36 | –0.99 | –1.19 | cell cycle, DNA repair regulation | 91 | 5 | |
| 0.19 | 0.03 | –0.81 | –0.60 | protein kinase autophagy: regulates formation of autophagosomes | 38 | 6 | |
Log2 FC gene expression changes after 6 and 24 h CM03 treatment, the number of PQs and gene function are shown. Common down-regulated genes are defined as having Log2 FC < 0.05 and FDR < 0.1 in both cell lines and genes are ranked by the lowest average Log2 FC.
The methylation status of genes has been associated with patient survival (see Discussion).
Genes down-regulated (Log2 FC < 0.05, FDR < 0.1) in both cell lines at 6 and 24 h CM03 treatment.