| Literature DB >> 36015085 |
Rosa Amoroso1, Laura De Lellis1,2, Rosalba Florio1, Nazaret Moreno3, Mariangela Agamennone1, Barbara De Filippis1, Letizia Giampietro1, Cristina Maccallini1, Inmaculada Fernández3, Rocío Recio3, Alessandro Cama1,2, Marialuigia Fantacuzzi1, Alessandra Ammazzalorso1.
Abstract
The antiproliferative effects played by benzothiazoles in different cancers have aroused the interest for these molecules as promising antitumor agents. In this work, a library of phenylacetamide derivatives containing the benzothiazole nucleus was synthesized and compounds were tested for their antiproliferative activity in paraganglioma and pancreatic cancer cell lines. The novel synthesized compounds induced a marked viability reduction at low micromolar concentrations both in paraganglioma and pancreatic cancer cells. Derivative 4l showed a greater antiproliferative effect and higher selectivity index against cancer cells, as compared to other compounds. Notably, combinations of derivative 4l with gemcitabine at low concentrations induced enhanced and synergistic effects on pancreatic cancer cell viability, thus supporting the relevance of compound 4l in the perspective of clinical translation. A target prediction analysis was also carried out on 4l by using multiple computational tools, identifying cannabinoid receptors and sentrin-specific proteases as putative targets contributing to the observed antiproliferative activity.Entities:
Keywords: antiproliferative; benzothiazole; gemcitabine combination; pancreatic cancer; paraganglioma; target prediction
Year: 2022 PMID: 36015085 PMCID: PMC9412555 DOI: 10.3390/ph15080937
Source DB: PubMed Journal: Pharmaceuticals (Basel) ISSN: 1424-8247
Figure 1(A) Selected marketed drugs containing the benzothiazole nucleus; (B) Chemical structures of some benzothiazole derivatives endowed with strong antiproliferative effects in cancer cell models.
Figure 2Cytotoxic 2-mercaptobenzothiazole derivatives containing sulfonimide or amide groups, and novel derivatives 4a–p synthesized in this study.
Scheme 1Synthetic route to final compounds 4a–p. Reagents and conditions: (a) mesyl chloride, TEA, THF, 0 °C-r.t.; (b) 5-chloro-2-mercaptobenzothiazole, TEA, THF, 0°-r.t.−50 °C; (c) NaOH 2N, THF, r.t.; (d) substituted aniline, DCC, HOBt, NMM, DMF, 0 °C-r.t.
Final compounds 4a–p synthesized in this study.
| Cpd | R | Purification Conditions | Yield % | m.p. |
|---|---|---|---|---|
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| Silica gel, eluent chloroform | 58 | 190 °C (dec) | |
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| Silica gel, eluent chloroform | 63 | 178–180 °C | |
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| Silica gel, eluent dichloromethane | 52 | 168–170 °C | |
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| Silica gel, eluent dichloromethane | 47 | 183–185 °C | |
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| Silica gel, eluent dichloromethane | 43 | 191–193 °C | |
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| Crystallization from ethyl acetate/methanol | 59 | 243 °C (dec) | |
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| Silica gel, eluent cyclohexane/ethyl acetate 7:1 | 44 | 160–162 °C | |
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| Silica gel, eluent dichloromethane | 76 | 175–177 °C | |
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| Silica gel, eluent dichloromethane | 51 | 151–153 °C | |
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| Silica gel, eluent cyclohexane/diethyl ether 4:1 | 45 | 155–157 °C | |
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| Silica gel, eluent dichloromethane | 48 | 193–195 °C | |
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| Crystallization from chloroform | 41 | 197–199 °C | |
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| 3,4-diCl | Silica gel, eluent dichloromethane | 44 | 203–204 °C |
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| 2-Br, 5-NO2 | Crystallization from cyclohexane/methanol | 48 | 176–178 °C |
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| 2-Br, 4-CF3 | Crystallization from petroleum ether/methanol | 51 | 179–180 °C |
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| 2-Br, 5-CF3 | Crystallization from petroleum ether | 46 | 157–159 °C |
Figure 3Screening of the effects of novel derivatives (4a–p) on the viability of pancreatic (AsPC-1, BxPC-3, and Capan-2) and paraganglioma (PTJ64i and PTJ86i) cancer cell lines. The lead compound 2b was included as a reference and the histograms show the relative decrease of cancer cell viability observed after treatments, as compared to 2b. Cell viability was assessed by an MTT assay using compounds at 75 µM for 72 h. Data shown are the means ± SD of duplicate experiments with quintuplicate determinations and are calculated as ratios relative to the reference compound 2b (dashed line).
IC50 values of 2b and its nine most active derivatives on cancer and normal cell lines.
| IC50 (µM) | ||||||
|---|---|---|---|---|---|---|
| Pancreatic Cancer | Paraganglioma | Normal Cells | ||||
| AsPC-1 | BxPC-3 | Capan-2 | PTJ64i | PTJ86i | HFF-1 | |
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| 12.44 | 14.99 | 19.65 | 8.49 | 16.70 | 21.37 |
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| 7.66 | 3.99 | 8.97 | 6.79 | 12.39 | 9.23 |
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| 12.77 | 10.69 | 14.11 | 9.81 | 18.87 | 16.69 |
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| 10.04 | 18.85 | 20.10 | 12.34 | 12.82 | 6.54 |
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| 12.16 | 11.99 | 17.67 | 7.27 | 16.58 | 11.55 |
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| 14.80 | 18.60 | 28.50 | 8.60 | 11.70 | 15.00 |
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| 9.53 | 13.96 | 24.18 | 11.20 | 17.46 | 18.10 |
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| 10.08 | 11.92 | 16.87 | 7.47 | 13.51 | 23.33 |
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| 14.78 | 13.67 | 33.76 | 10.13 | 19.88 | 67.07 |
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| 8.49 | 9.81 | 13.33 | 7.84 | 19.92 | 10.32 |
Note: IC50 values for 2b in paraganglioma cells were previously published [17].
Selectivity index values for compounds 4k and 4l.
| Selectivity Index (SI) Values | |||||
|---|---|---|---|---|---|
| Pancreatic Cancer | Paraganglioma | ||||
| AsPC-1 | BxPC-3 | Capan-2 | PTJ64i | PTJ86i | |
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| 2.31 | 1.96 | 1.38 | 3.12 | 1.73 |
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| 4.54 | 4.91 | 1.99 | 6.62 | 3.37 |
Figure 4Effect of combined treatments with compound 4l and gemcitabine on the viability of pancreatic cancer and normal fibroblast cells. Cell viability was assessed by MTT assays after a 72 h incubation of cells with 4l and gemcitabine at the indicated concentrations, as single agents or in combination. Histograms represent the means ± SD of two independent experiments with quintuplicate determinations. Combination indexes (CIs) were calculated by CompuSyn software. Combinations assessed as synergistic by CIs < 1 are indicated.
Percentage of cell viability inhibition after compound 4l and gemcitabine treatments in PC and normal fibroblast cell lines.
| Inhibition Rate of Cell Viability, % | ||||
|---|---|---|---|---|
| Pancreatic Cancer | Normal Cells | |||
| AsPC-1 | BxPC-3 | Capan-2 | HFF-1 | |
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| 13.40 | 6.00 | 9.34 | 0.00 |
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| 18.87 | 9.54 | 30.25 | 1.00 |
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| 42.97 | 70.50 | 43.30 | 17.69 |
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| 54.21 | 65.02 | 26.87 | 27.39 |
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| 63.25 | 64.65 | 27.22 | 25.43 |
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| 64.63 | 62.50 | 38.65 | 26.27 |
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| 62.85 | 65.98 | 47.66 | 36.69 |
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| 61.70 | 64.01 | 25.40 | 28.16 |
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| 54.27 | 64.09 | 27.79 | 25.19 |
Description, database, and target ranking criterion of the used web tools. The URL of each tool is indicated. All sites were accessed in 1 March 2022.
| Web Tool | Description | Database | Target ranking | URL |
|---|---|---|---|---|
| A combination of 2D and 3D similarities with known ligands | ChEMBL23 | Similarity threshold of compounds |
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| Multifingerprint Similarity Predictive Approach | ChEMBL30 | Similarity between query molecule and known target ligands using different fingerprints |
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| Similarity searching | ChEMBL27 | E-value indicating the reliability of the prediction |
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| Similarity searching combined with Machine Learning models | ChEMBL22 | Score calculated by the applied model |
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| Similarity searching by ECFP4 fingerprints | ChEMBL29 | Similarity between query molecule and known target ligands |
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| Pharmacophore/shape superposition and statistical background distribution | database of 300M drug-like compounds (ChEMBL, BindingDB, DrugBank, KEGG, PDB) | Similarity between query molecule and known target ligands |
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| Reverse Pharmacophore screening | TargetBank DrugBank, BindingDB and PDTD. | Z-score based on fit score (match feature types and positions) |
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Predicted targets for compound 4l.
| PLATO | SwissTargetPrediction | SEA | PPB2 | SuperPRED | PharmMAPPER | ChemMapper |
|---|---|---|---|---|---|---|
| Peroxisome proliferator-activated receptor alpha | Dual specificity mitogen-activated protein kinase1 | Potassium voltage-gated channel subfamily B member 2 | Arachidonate 5-lipoxygenase | Glutaminase kidney isoform, mitochondrial | Cbp/p300-intE4:E27 | Voltage-dependent T-type calcium channel subunit alpha-1H |
| Cathepsin K | ATP-binding cassette sub-family G member 2 | Neuronal calcium sensor 1 | Peroxisome proliferator-activated receptor alpha | Casein kinase II alpha/beta | Coagulation factor XIII A chain | G-protein coupled receptor 55 |
| Cathepsin L | Voltage-gated potassium channel subunit Kv1.5 | Ubiquitin carboxyl-terminal hydrolase BAP1 | G-protein coupled receptor 55 | Muscarinic acetylcholine receptor M3 | Cold shock domain-containing protein E1 | Cannabinoid receptor 2 |
| Tyrosine-protein kinase LCK | Insulin receptor | Survival motor neuron protein | Cannabinoid CB1 receptor | ADAM10 | Short-chain specific acyl-CoA dehydrogenase, mitochondrial | Cannabinoid receptor 1 |
| C-C chemokine receptor type 3 | Cannabinoid receptor 1 | Potassium channel subfamily K member 9 | Cannabinoid CB2 receptor | Aurora kinase B/Inner centromere protein | Homeobox protein Hox-B13 | DNA dC->dU-editing enzyme APOBEC-3G |
| G-protein coupled receptor 55 | ALK tyrosine kinase receptor | Cysteinyl leukotriene receptor 1 | Vascular endothelial growth factor receptor 2 | Caspase-8 | Disheveled-associated activator of morphogenesis 1 | Probable DNA dC->dU-editing enzyme APOBEC-3A |
| Carboxy-terminal domain RNA polymerase II polypeptide A small phosphatase 1 | Receptor protein-tyrosine kinase erbB-4 | Glutamate receptor ionotropic, kainate 1 | Coagulation factor X | DNA topoisomerase I | Protection of telomeres protein 1 | E3 ubiquitin-protein ligase Mdm2 |
| 11-beta-hydroxysteroid dehydrogenase 1 | Peroxisome proliferator-activated receptor alpha | 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase 4 | Sentrin-specific protease 7 | Galectin-3 | Regulator of G-protein signaling 6 | Eukaryotic translation initiation factor 4H |
| G-protein coupled receptor 35 | MAP kinase p38 alpha | Sentrin-specific protease 8 | Epidermal growth factor receptor erbB1 | Indoleamine 2,3-dioxygenase | Heterogeneous nuclear ribonucleoprotein R | Polyadenylate-binding protein 1 |
| Sentrin-specific protease 7 | c-Jun | Sentrin-specific protease 7 | Tyrosine-protein kinase SRC | Sphingosine kinase 1 | Calpain-9 | MCOLN3 protein |
| PI3-kinase p110-alpha subunit | Cyclin-dependent kinase 4 | Probable G-protein coupled receptor 139 | Beta-secretase 1 | Adenosine A3 receptor | Glycogen phosphorylase, liver form | Estrogen receptor |
| Caspase-3 | Serine/threonine-protein kinase AKT | Free fatty acid receptor 2 | Adenosine A3 receptor | Integrin alpha-V/beta-3 | Transcription initiation factor TFIID subunit 13 | Putative hexokinase HKDC1 |
| Cannabinoid CB2 receptor | Vascular endothelial growth factor receptor 2 | Sentrin-specific protease 6 | Dopamine D2 receptor | DNA (cytosine-5)-methyltransferase 1 | Proto-oncogene tyrosine-protein kinase Fes/Fps | Hexokinase-1 |
| C-C chemokine receptor type 1 | Ribosomal protein S6 kinase alpha 3 | Solute carrier family 22 member 6 | Serine/threonine-protein kinase Aurora-A | Muscarinic acetylcholine receptor M5 | Ig gamma-1 chain C region secreted form | Coagulation factor XII |
| Sentrin-specific protease 6 | Phosphodiesterase 10A | Acyl-CoA (8–3)-desaturase | Vanilloid receptor | Protein-tyrosine phosphatase 2C | Cytochrome P450 2E1 | Glyceraldehyde-3-phosphate dehydrogenase |
| Sentrin-specific protease 8 | Pregnane X receptor | Trypsin-3 | Induced myeloid leukemia cell differentiation protein Mcl-1 | Muscarinic acetylcholine receptor M1 | Threonine dehydratase biosynthetic | Induced myeloid leukemia cell differentiation protein Mcl-1 |
| 1-acylglycerol-3-phosphate O-acyltransferase beta | Cytochrome P450 19A1 | 10 kDa heat shock protein, mitochondrial | Adenosine A1 receptor | Glutathione S-transferase Pi | Heme oxygenase 1 | Carboxy-terminal domain RNA polymerase II polypeptide A small phosphatase 1 |
| MAP kinase-activated protein kinase 2 | 60 kDa heat shock protein, mitochondrial | Serine/threonine-protein kinase Aurora-B | Histone deacetylase 4 | Eukaryotic initiation factor 4A-I | Apoptotic protease-activating factor 1 | |
| Carnitine O-palmitoyltransferase 1 liver isoform | Multidrug resistance-associated protein 4 | Calcium sensing receptor | Neprilysin | 72 kDa type IV collagenase | Tumor necrosis factor |
Figure 5Predicted binding pose of 4l in the catalytic site of CBR1 (PDB:6KPG). Panel (A) CBR1: gray cartoon, binding cavity: gray surface. Panel (B) Residues that interact with 4l: gray lines. (A,B) Compound 4l, magenta stick. (O, red; N, blue; S, yellow; Cl, green).
Figure 6Predicted binding pose of 4l in the catalytic site of the chimera SENP2-loop1 of SENP6 (PDB:3ZO5). (A) Chimera SENP2: gray surface. (B) Residues that interact with 4l: gray lines. (A,B) Compound 4l, magenta stick. (O, red; N, blue; S, yellow; Cl, green).
Physicochemical and pharmacokinetic properties of the studied ligands.
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| 410.935 | 4 | 1 | 6.005 | 1 | 41.544 | 5 | −7.236 |
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| 478.934 | 4 | 1 | 6.986 | 1 | 41.011 | 5 | −8.646 |
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| 455.933 | 5 | 1 | 5.283 | 1 | 85.806 | 6 | −7.758 |
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| 467.987 | 6.5 | 2 | 4.932 | 0 | 85.243 | 6 | −7.325 |
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| 445.38 | 4 | 1 | 6.535 | 1 | 38.018 | 5 | −7.949 |
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| 428.926 | 4 | 1 | 6.201 | 1 | 42.618 | 5 | −7.608 |
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| 478.934 | 4 | 1 | 6.949 | 1 | 45.48 | 5 | −8.646 |
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| 455.933 | 5 | 1 | 5.082 | 1 | 87.682 | 6 | −7.758 |
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| 467.987 | 6.5 | 2 | 5.289 | 1 | 86.742 | 6 | −7.325 |
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| 479.825 | 4 | 1 | 6.96 | 1 | 37.855 | 5 | −8.665 |
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| 100 | 4797.201 | 10,000 | 0.264 | −7.033 | 0.884 | 1 | 4 |
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| 100 | 5598.932 | 10,000 | 0.616 | −6.735 | 1.136 | 2 | 3 |
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| 95.015 | 629.287 | 1753.816 | −0.773 | −6.819 | 0.818 | −1 | 4 |
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| 100 | 675.963 | 1383.764 | −0.86 | −7.087 | 0.69 | −1 | 3 |
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| 100 | 5564.24 | 10,000 | 0.509 | −7.021 | 0.991 | 2 | 4 |
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| 100 | 4890.181 | 10,000 | 0.387 | −6.754 | 0.916 | 1 | 4 |
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| 100 | 3372.682 | 10,000 | 0.324 | −7.26 | 1.185 | 1 | 5 |
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| 90.944 | 433.678 | 857.42 | −1.064 | −7.137 | 0.81 | −2 | 5 |
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| 100 | 896.897 | 2297.395 | −0.712 | −7.352 | 0.763 | −1 | 5 |
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| 100 | 5649.57 | 10,000 | 0.654 | −6.934 | 1.096 | 2 | 3 |
QPlogPo/w: Predicted octanol/water partition coefficient (−2.0–6.5); RuleOfFive: Number of violations of Lipinski’s rule of five; PSA: Van der Waals surface area of polar nitrogen and oxygen atoms and carbonyl carbon atoms (7–200); #rotor: Number of non-trivial (not CX3), non-hindered (not alkene, amide, small ring) rotatable bonds. (0–15); CIQPlogS: Conformation Independent predicted aqueous solubility, log S. S in mol dm−3 is the concentration of the solute in a saturated solution (−6.5–0.5); PercentHumanOralAbsorption: Predicted human oral absorption on a 0 to 100% scale; QPPCaco: Predicted apparent Caco-2 cell permeability in nm/sec. Caco-2 cells are a model for the gut–blood barrier (<25 poor, >500 great); QPPMDCK: Predicted apparent MDCK cell permeability in nm/sec. MDCK cells are considered to be a good mimic for the blood–brain barrier (<25 poor, >500 great); QPlogBB: Predicted brain/blood partition coefficient (−3.0–1.2); QPlogHERG: Predicted IC50 value for the blockage of HERG K+ channels (concern below −5); QPlogKhsa: Prediction of binding to human serum albumin (−1.5–1.5); CNS: Predicted central nervous system activity on a −2 (inactive) to +2 (active) scale; #metab: Number of likely metabolic reactions.