| Literature DB >> 26862738 |
Niamat Ali Khan1, Nicolas Willemarck1, Ali Talebi1, Arnaud Marchand2, Maria Mercedes Binda1, Jonas Dehairs1, Natalia Rueda-Rincon1, Veerle W Daniels1, Muralidhararao Bagadi1, Deepak Balaji Thimiri Govinda Raj3, Frank Vanderhoydonc1, Sebastian Munck4,5, Patrick Chaltin2,6, Johannes V Swinnen1.
Abstract
The development of cancer is often accompanied by a loss of the primary cilium, a microtubule-based cellular protrusion that functions as a cellular antenna and that puts a break on cell proliferation. Hence, restoration of the primary cilium in cancer cells may represent a novel promising approach to attenuate tumor growth. Using a high content analysis-based approach we screened a library of clinically evaluated compounds and marketed drugs for their ability to restore primary cilium expression in pancreatic ductal cancer cells. A diverse set of 118 compounds stimulating cilium expression was identified. These included glucocorticoids, fibrates and other nuclear receptor modulators, neurotransmitter regulators, ion channel modulators, tyrosine kinase inhibitors, DNA gyrase/topoisomerase inhibitors, antibacterial compounds, protein inhibitors, microtubule modulators, and COX inhibitors. Certain compounds also dramatically affected the length of the cilium. For a selection of compounds (Clofibrate, Gefitinib, Sirolimus, Imexon and Dexamethasone) their ability to restore ciliogenesis was confirmed in a panel of human cancer cell line models representing different cancer types (pancreas, lung, kidney, breast). Most compounds attenuated cell proliferation, at least in part through induction of the primary cilium, as demonstrated by cilium removal using chloral hydrate. These findings reveal that several commonly used drugs restore ciliogenesis in cancer cells, and warrant further investigation of their antineoplastic properties.Entities:
Keywords: cancer; cilium; high content analysis; small molecules; therapeutics
Mesh:
Substances:
Year: 2016 PMID: 26862738 PMCID: PMC4891097 DOI: 10.18632/oncotarget.7198
Source DB: PubMed Journal: Oncotarget ISSN: 1949-2553
Figure 1Schematic representation of the screening strategy of the Pharmakon Library using the human CFPAC-1 pancreatic cancer cell line model
Figure 2Imaging of ciliated cells using the IN Cell Analyzer 2000 Imaging system
(A) Depiction of the image processing procedure, including the use of a watershed clump breaking algorithm to delineate nuclei. (B) Example of processed IN Cell Analyzer images of poorly ciliated control CFPAC-1 cells (left panel) and well-ciliated Gefitinib-treated CFPAC-1 cells (right panel). Nuclei are delineated by yellow lines. Cilia are indicated by small green circles.
Figure 3Summary of the outcome of the high content screen
(A) Ciliogenic capacity of 1600 compounds of the Pharmakon 1600 library in CFPAC-1 cells using IN Cell Analyzer high content analysis. Compounds are ranked according to their potency to increase the percentage of ciliated cells relative to vehicle-treated cells (red dotted line). (B) Target diversity of confirmed hits is shown as a percentage of abundances of compounds in each class.
List of ciliogenic drugs identified from the Pharmakon 1600 library screen
| DRUG NAME | CILIATION RATIO | ACTION | TARGET | |||
|---|---|---|---|---|---|---|
| Glucocorticoid receptor modulators | ||||||
| HYDROCORTISONE BUTYRATE | 6.33 | Glucocorticoid, anti-inflammatory | GR | |||
| AMCINONIDE | 6.30 | Glucocorticoid, anti-inflammatory | GR | |||
| DESONIDE | 6.25 | Anti-inflammatory, glucocorticoid | GR | |||
| CLOBETASOL PROPIONATE | 6.11 | Glucocorticoid, anti-inflammatory | GR | |||
| PREDNISOLONE HEMISUCCINATE | 6.10 | Anti-inflammatory, glucocorticoid | GR | |||
| BETAMETHASONE 17, 21-DIPROPIONATE | 6.00 | Glucocorticoid, anti-inflammatory | GR | |||
| ALCLOMETAZONE DIPROPIONATE | 5.89 | Anti-inflammatory, glucocorticoid | GR | |||
| DESOXYMETASONE | 5.64 | Anti-inflammatory | GR | |||
| BETAMETHASONE ACETATE | 5.26 | Anti-inflammatory | GR | |||
| PREDNICARBATE | 5.19 | Anti-inflammatory, glucocorticoid | GR | |||
| TRIAMCINOLONE DIACETATE | 5.16 | Anti-inflammatory | GR | |||
| DEXAMETHASONE | 5.09 | Glucocorticoid | GR | |||
| PREDNISOLONE SODIUM PHOSPHATE | 5.09 | Anti-inflammatory, glucocorticoid | GR | |||
| METHYLPREDNISOLONE SODIUM SUCCINATE | 4.93 | Glucocorticoid, anti-inflammatory | GR | |||
| TRIAMCINOLONE ACETONIDE | 4.88 | Anti-inflammatory | GR | |||
| BECLOMETHASONE DIPROPIONATE | 4.83 | Anti-asthmatic, topical antiinflammatory | GR | |||
| TRIAMCINOLONE | 4.82 | Glucocorticoid | GR | |||
| HYDROCORTISONE HEMISUCCINATE | 4.82 | Glucocorticoid | GR | |||
| FLUOROMETHOLONE | 4.71 | Glucocorticoid, Anti-inflammatory | GR | |||
| ISOFLUPREDNONE ACETATE | 4.68 | Anti-inflammatory | GR | |||
| DEXAMETHASONE SODIUM PHOSPHATE | 4.66 | Glucocorticoid, Anti-inflammatory | GR | |||
| FLUOCINOLONE ACETONIDE | 4.65 | Glucocorticoid, Anti-inflammatory | GR | |||
| HYDROCORTISONE PHOSPHATE TRIETHYLAMINE | 4.64 | Glucocorticoid | GR | |||
| DEFLAZACORT | 4.62 | Anti-inflammatory | GR | |||
| BUDESONIDE | 4.61 | Anti-inflammatory | GR | |||
| DEXAMETHASONE ACETATE | 4.60 | Glucocorticoid, Anti-inflammatory | GR | |||
| FLUMETHAZONE PIVALATE | 4.59 | Glucocorticoid, Anti-inflammatory | GR | |||
| PREDNISOLONE ACETATE | 4.28 | Glucocorticoid | GR | |||
| FLUDROCORTISONE ACETATE | 4.20 | Mineralocorticoid | GR/MR | |||
| PREDNISOLONE | 4.27 | Glucocorticoid | GR | |||
| HYDROCORTISONE ACETATE | 4.18 | Glucocorticoid, antiinflammatory | GR | |||
| FLUTICASONE PROPIONATE | 4.12 | Anti-inflammatory | GR | |||
| FLUNISOLIDE | 3.87 | Anti-inflammatory | GR | |||
| FLUMETHASONE | 3.82 | Anti-inflammatory | GR | |||
| FLUOCINONIDE | 3.78 | Anti-inflammatory, Glucocorticoid | GR/MR | |||
| DIFLORASONE DIACETATE | 3.74 | Anti-inflammatory, glucocorticoid | GR | |||
| BETAMETHASONE SODIUM PHOSPHATE | 3.62 | Anti-inflammatory, glucocorticoid | GR | |||
| BETAMETHASONE VALERATE | 3.56 | Glucocorticoid | GR | |||
| MEDRYSONE | 3.54 | Glucocorticoid | GR | |||
| HYDROCORTISONE VALERATE | 3.52 | Anti-inflammatory, glucocorticoid | GR | |||
| FLURANDRENOLIDE | 3.45 | Anti-inflammatory | GR | |||
| BETAMETHASONE | 3.40 | Glucocorticoid, anti-inflammatory | GR | |||
| METHYLPREDNISOLONE | 3.34 | Glucocorticoid | GR | |||
| ESTRADIOL BENZOATE | 3.96 | Estrogen | ER | |||
| MEDROXYPROGESTERONE ACETATE | 3.42 | Contraceptive | PR agonist | |||
| IOPANIC ACID | 3.29 | Radio-opaque agent | 5′deiodinase 73–74 conversion | |||
| LIOTHYRONINE | 1.35 | Thyroid hormone blocker, antidepressant | THR | |||
| CLOFIBRATE | 6.06 | Antihyperlipidemic | (PPAR) alpha agonist | |||
| PIOGLITAZONE HYDROCHLORIDE | 2.15 | Antidiabetic | (PPAR) gamma agonist | |||
| PAROXETINE HYDROCHLORIDE | 6.69 | Antidepressant | Serotonin transporter | |||
| MILNACIPRAN HYDROCHLORIDE | 3.80 | Inhibitor of norepinephrine and seritonin uptake, treatment of fibromyalgia | Serotonin transporter | |||
| PARGYLINE HYDROCHLORIDE | 4.55 | Antihypertensive | MAO | |||
| TEGASEROD MALEATE | 5.90 | 5HT4 receptor agonist, peristaltic stimulant | 5HT receptor | |||
| ALMOTRIPTAN | 3.96 | 5HT 1B/2D receptor agonist | 5HT receptor | |||
| RIZATRIPTAN BENZOATE | 1.45 | 5HT-1B/1D agonist, antimigraine | 5HT receptor | |||
| PERGOLIDE MESYLATE | 3.59 | Dopamine receptor agonist | DR | |||
| GALLAMINE TRIETHIODIDE | 2.27 | Muscle relaxant (skeletal) | NCR antagonist | |||
| LOPERAMIDE HYDROCHLORIDE | 3.85 | Ca channel blocker | MOR agonist | |||
| OXYMETAZOLINE HYDROCHLORIDE | 3.55 | Adrenergic agonist, nasal decongestant | A1AR agonist | |||
| ADRENOLONE HYDROCHLORIDE | 2.42 | Adrenergic (opthalmic) | A1AR agonist | |||
| XYLAZINE | 3.76 | Analgesic | A2AR | |||
| DOBUTAMINE HYDROCHLORIDE | 4.83 | Cardiotonic | B1AR agonist | |||
| ACEBUTOLOL HYDROCHLORIDE | 3.90 | Antihypertensive, antianginal, antiarrhythmic | B1AR antagonist | |||
| CAPSAICIN | 4.52 | Analgesic (topical) | TRPV1 channel | |||
| ESOMEPRAZOLE POTASSIUM | 4.47 | Gastric acid secretion inhibitor | H+/K+ exchange, alpha polypeptide | |||
| BUPIVACAINE HYDROCHLORIDE | 4.29 | Anesthetic (local) | SCN10A blocker | |||
| SURAMIN HEXASODIUM | 2.85 | Antiprotozoal, trypanocidal, antiviral | ATP-activated ion channel blocker | |||
| OXCARBAZEPINE | 1.38 | Antipsychotic / Na channel inhibition | SCN1A blocker | |||
| KETOROLAC TROMETHAMINE | 3.92 | Anti-inflammatory / cyclooxygenase | COX | |||
| INDOPROFEN | 1.88 | Analgesic, anti-inflammatory / cyclooxygenase | COX | |||
| GEFITINIB | 4.89 | Antineoplastic / EGFR inhibitor | TKR | |||
| LEFLUNOMIDE | 4.24 | Antineoplastic, PDGF receptor blocker | TKR | |||
| TANDUTINIB | 2.81 | Tyrosine kinase inhibitor | TKR | |||
| CEFPROZIL | 4.48 | Antibacterial | Peptidoglycan synthesis | |||
| CEFOXITIN SODIUM | 4.11 | Antibacterial | Peptidoglycan synthesis | |||
| CEFAMANDOLE SODIUM | 3.76 | Antibacterial | Peptidoglycan synthesis | |||
| HETACILLIN POTASSIUM | 1.90 | Antibacterial | Peptidoglycan synthesis | |||
| CEFTIBUTEN | 1.42 | Antibacterial | Peptidoglycan synthesis | |||
| CIPROFLOXACIN | 6.45 | Antibacterial, fungicide | DNA gyrase topoisomerase | |||
| GEMIFLOXACIN MESYLATE | 4.49 | Antibacterial | DNA gyrase topoisomerase | |||
| LOMEFLOXACIN HYDROCHLORIDE | 3.94 | Antibacterial | DNA gyrase topoisomerase | |||
| SIROLIMUS | 6.06 | Immunosuppressant, antineoplastic; rapamycin | mTOR / protein synthesis | |||
| OXYTETRACYCLINE | 4.02 | Antibacterial | Protein synthesis | |||
| MECLOCYCLINE SULFOSALICYLATE | 3.57 | Antibacterial | Protein synthesis | |||
| GENTAMICIN SULFATE | 2.45 | Antibacterial | Protein synthesis | |||
| DOCETAXEL | 2.51 | Antineoplastic | Microtubule | |||
| IMEXON | 5.39 | Antineoplastic | ||||
| SEMUSTINE | 5.31 | Antineoplastic | ||||
| DENATONIUM BENZOATE | 4.92 | Denaturing agent, bitter principle | ||||
| TRANILAST | 4.82 | Antiallergic, mast cell degranulation inhibitor, angiogenesis blocker | ||||
| DICHLORISONE ACETATE | 4.42 | Antipruretic | ||||
| OSELTAMIVIR PHOSPHATE | 4.38 | Antiviral | Neuraminidase | |||
| DIBENZOTHIOPHENE | 4.36 | Keratolytic | ||||
| PENTAGASTRIN | 4.29 | Gastric secretion indicator | ||||
| RETINYL PALMITATE | 4.05 | Provitamin, antixerophthalamic | ||||
| SULCONAZOLE NITRATE | 4.03 | Antifungal | Sterol 14alpha-demethylase | |||
| DOCUSATE SODIUM | 4.02 | Stool softener | Anionic surfactant | |||
| BIFONAZOLE | 3.93 | Antifungal, calmodulin antagonist | Sterol 14alpha-demethylase | |||
| TRANDOLAPRIL | 3.89 | Antihypertensive, ACE inhibitor | ACE | |||
| PROCARBAZINE HYDROCHLORIDE | 3.60 | Antineoplastic | ||||
| MANNITOL | 3.59 | Diuretic, sweetener, diagnostic aid | ||||
| ARGININE HYDROCHLORIDE | 3.32 | Ammonia detoxicant, diagnostic aid | ||||
| TOLNAFTATE | 3.31 | Antifungal | Squalene epoxidase | |||
| PENTETIC ACID | 3.18 | Chelating agent, diagnostic aid | ||||
| AVOBENZONE | 3.04 | Sunscreen | ||||
| IODOQUINOL | 2.99 | Antiamebic | ||||
| PRILOCAINE HYDROCHLORIDE | 2.93 | Anesthetic (local) | ||||
| AMPYZINE SULFATE | 2.88 | CNS stimulant | ||||
| BENZOXIQUINE | 2.71 | Anti-infective | ||||
| PRASUGREL | 2.69 | Platelet aggregation inhibitor | ||||
| TRIENTINE HYDROCHLORIDE | 2.60 | Chelating agent | ||||
| PARAROSANILINE PAMOATE | 2.56 | Antihelminthic, antischistosomal | ||||
| NADIDE | 2.24 | Alcohol and narcotic antagonist | ||||
| ANEBROMPHENIRAMINE MALEATE | 2.14 | H1 antihistamine | ||||
| ISOTRETINON | 2.12 | Anti-acne, antineoplastic | ||||
| ANETHOLE | 2.02 | Expectorant, gastric stimulant, insecticide | ||||
| CLOFZAMINE | 1.92 | Antibacterial, antilepretic, antituberculosis | Guanine, PLA2, inhibits Smase | |||
| LITHIUM CITRATE | 1.38 | Antidepressant | ||||
Compounds are classified according to their potential targets and arranged in descending order of ciliogenic potential in CFPAC-1 cells as assessed by IN Cell analysis (expressed as ratio of% of ciliated cells in treated cultures versus vehicle control) within each group. GR, glucocorticoid receptor; MR, mineralocorticoid receptor; ER, estrogen receptor; PR, progesterone receptor; THR, thyroid hormone receptor; MAO, mono amine oxidase; DR, dopamine receptor; NCR, nicotinic cholinergic receptor; MOR, mu-opioid receptor; A1AR, alpha 1 adrenergic receptor; A2AR, alpha 2 adrenergic receptor; B1AR, beta 1 adrenergic receptor; COX, cyclooxygenase; TKR, tyrosine kinase receptor; ACE, angiotensin-converting enzyme.
Figure 4Quantitative analysis of the effect of representative compounds on the percentage of ciliation (A) and on average cilium length (B) in CFPAC-1 cells as assessed by confocal fluorescence microscopy analysis. Quantification was performed by counting 100–300 cells from at least three regions of the well. Data are presented as mean ± SEM, *p ≤ 0.05, **p ≤ 0.005, ***p ≤ 0.0005 as compared to control.
Figure 5Confocal fluorescence microscopy images of primary cilia in CFPAC-1 cells treated with selected compounds
Cilia were stained with an antibody against acetylated tubulin (green) (A) or with an antibody against IFT88 (red) (B). Nuclei were visualized by staining with DAPI (Blue). Images were captured using Bio-Rad Radiance confocal microscope through a 40X objective lens at 2.3X zoom. The scale bar represents 20 μm. Images were processed manually to optimally visualize cilia.
Figure 6Effect of a selection of compounds on ciliogenesis in different cancer cell line models as assessed by confocal fluorescence microscopy analysis
(A) Quantification of the percentage of ciliated cells. Data are presented as mean (n = 100–300) ± SEM, *p ≤ 0.05, **p ≤ 0.005, ***p ≤ 0.0005 as compared to control. (B) Representative images showing the effect of selected compounds on ciliation in different cancer cell line models. All Images were captured using Nikon C2 Eclipse Ti-E confocal microscope at 1.0X zoom using a 60x objective lens.
Figure 7Anti-proliferative effect of ciliogenic compounds and involvement of the primary cilium
(A) Changes in cell cycle profile as determined by FACS analysis of CFPAC-1 cells upon treatment with a selection of ciliogenic compounds. Data are presented as mean ± SEM, *p ≤ 0.05, **p ≤ 0.005, ***p ≤ 0.0005 as compared to control. (B) Effect of selected compounds on spheroid formation of L3.6 pancreatic cancer cells. Data are presented as mean of at least 6 spheroids ± SEM, *p < 0.0001 as compared to control. The bottom panel shows representative images of spheroids treated with vehicle control and with selected drugs. (C) Effect of compounds on cell proliferation of CFPAC-1 cells as measured by BrdU incorporation and impact of deciliation by treatment with chloral hydrate (CH). Proliferation of cells was measured by BrdU incorporation 24 hours after deciliation. Differences in proliferation were expressed as percentage of BrdU incorporation as compared to untreated control (red bar). Data are presented as mean ± SEM, *p ≤ 0.05, **p ≤ 0.005, ***p ≤ 0.0005. Confocal microscope images show the effect of 4 mM chloral hydrate on sirolimus-treated CFPAC-1 cells. Primary cilia are stained for acetylated tubulin (green) and nuclei are stained with DAPI (blue).
Figure 8Schematic overview of identified ciliogenic compounds based on their potential targets or putative mechanism of action