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Ramírez-Prada J, Rocha-Ortiz JS, Orozco MI, Moreno P, Guevara M, Barreto M, Burbano ME, Robledo S, Crespo-Ortiz MDP, Quiroga J, Abonia R, Cuartas V, Insuasty B. New pyridine-based chalcones and pyrazolines with anticancer, antibacterial, and antiplasmodial activities. Arch Pharm (Weinheim) 2024; 357:e2400081. [PMID: 38548680 DOI: 10.1002/ardp.202400081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/06/2024] [Accepted: 03/08/2024] [Indexed: 07/04/2024]
Abstract
New pyridine-based chalcones 4a-h and pyrazolines 5a-h (N-acetyl), 6a-h (N-phenyl), and 7a-h (N-4-chlorophenyl) were synthesized and evaluated by the National Cancer Institute (NCI) against 60 different human cancer cell lines. Pyrazolines 6a, 6c-h, and 7a-h satisfied the pre-determined threshold inhibition criteria, obtaining that compounds 6c and 6f exhibited high antiproliferative activity, reaching submicromolar GI50 values from 0.38 to 0.45 μM, respectively. Moreover, compound 7g (4-CH3) exhibited the highest cytostatic activity of these series against different cancer cell lines from leukemia, nonsmall cell lung, colon, ovarian, renal, and prostate cancer, with LC50 values ranging from 5.41 to 8.35 μM, showing better cytotoxic activity than doxorubicin. Furthermore, the compounds were tested for antibacterial and antiplasmodial activities. Chalcone 4c was the most active with minimal inhibitory concentration (MIC) = 2 μg/mL against methicillin-resistant Staphylococcus aureus (MRSA), while the pyrazoline 6h showed a MIC = 8 μg/mL against Neisseria gonorrhoeae. For anti-Plasmodium falciparum activity, the chalcones display higher activity with EC50 values ranging from 10.26 to 10.94 μg/mL. Docking studies were conducted against relevant proteins from P. falciparum, exhibiting the minimum binding energy with plasmepsin II. In vivo toxicity assay in Galleria mellonella suggests that most compounds are low or nontoxic.
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Affiliation(s)
- Jonathan Ramírez-Prada
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
| | - Juan S Rocha-Ortiz
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
- Center for Bioinformatics and Photonics-CIBioFI, Cali, Colombia
| | - Marta I Orozco
- Biotechnology and Bacterial Infections Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
- Microbiology and Infectious Diseases Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
| | - Pedro Moreno
- Group of Bioinformatics, Faculty of Engineering, Universidad del Valle, Cali, Colombia
| | - Miguel Guevara
- Group of Bioinformatics, Faculty of Engineering, Universidad del Valle, Cali, Colombia
| | - Mauricio Barreto
- Microbiology and Infectious Diseases Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
| | - Maria E Burbano
- Microbiology and Infectious Diseases Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
| | - Sara Robledo
- PECET, Instituto de Investigaciones Médicas, Facultad de Medicina, Universidad de Antioquia, Medellín, Colombia
| | - Maria Del Pilar Crespo-Ortiz
- Biotechnology and Bacterial Infections Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
- Microbiology and Infectious Diseases Research Group, Department of Microbiology, Universidad del Valle, Cali, Colombia
| | - Jairo Quiroga
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
- Center for Bioinformatics and Photonics-CIBioFI, Cali, Colombia
| | - Rodrigo Abonia
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
- Center for Bioinformatics and Photonics-CIBioFI, Cali, Colombia
| | - Viviana Cuartas
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
- Center for Bioinformatics and Photonics-CIBioFI, Cali, Colombia
| | - Braulio Insuasty
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle, Cali, Colombia
- Center for Bioinformatics and Photonics-CIBioFI, Cali, Colombia
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2
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Sabotič J, Bayram E, Ezra D, Gaudêncio SP, Haznedaroğlu BZ, Janež N, Ktari L, Luganini A, Mandalakis M, Safarik I, Simes D, Strode E, Toruńska-Sitarz A, Varamogianni-Mamatsi D, Varese GC, Vasquez MI. A guide to the use of bioassays in exploration of natural resources. Biotechnol Adv 2024; 71:108307. [PMID: 38185432 DOI: 10.1016/j.biotechadv.2024.108307] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 12/05/2023] [Accepted: 01/01/2024] [Indexed: 01/09/2024]
Abstract
Bioassays are the main tool to decipher bioactivities from natural resources thus their selection and quality are critical for optimal bioprospecting. They are used both in the early stages of compounds isolation/purification/identification, and in later stages to evaluate their safety and efficacy. In this review, we provide a comprehensive overview of the most common bioassays used in the discovery and development of new bioactive compounds with a focus on marine bioresources. We present a comprehensive list of practical considerations for selecting appropriate bioassays and discuss in detail the bioassays typically used to explore antimicrobial, antibiofilm, cytotoxic, antiviral, antioxidant, and anti-ageing potential. The concept of quality control and bioassay validation are introduced, followed by safety considerations, which are critical to advancing bioactive compounds to a higher stage of development. We conclude by providing an application-oriented view focused on the development of pharmaceuticals, food supplements, and cosmetics, the industrial pipelines where currently known marine natural products hold most potential. We highlight the importance of gaining reliable bioassay results, as these serve as a starting point for application-based development and further testing, as well as for consideration by regulatory authorities.
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Affiliation(s)
- Jerica Sabotič
- Department of Biotechnology, Jožef Stefan Institute, 1000 Ljubljana, Slovenia.
| | - Engin Bayram
- Institute of Environmental Sciences, Bogazici University, Bebek, Istanbul 34342, Turkey
| | - David Ezra
- Department of Plant Pathology and Weed Research, ARO, The Volcani Institute, P.O.Box 15159, Rishon LeZion 7528809, Israel
| | - Susana P Gaudêncio
- Associate Laboratory i4HB - Institute for Health and Bioeconomy, NOVA School of Science and Technology, NOVA University Lisbon, 2819-516 Caparica, Portugal; UCIBIO - Applied Biomolecular Sciences Unit, Department of Chemistry, Blue Biotechnology & Biomedicine Lab, NOVA School of Science and Technology, NOVA University of Lisbon, 2819-516 Caparica, Portugal
| | - Berat Z Haznedaroğlu
- Institute of Environmental Sciences, Bogazici University, Bebek, Istanbul 34342, Turkey
| | - Nika Janež
- Department of Biotechnology, Jožef Stefan Institute, 1000 Ljubljana, Slovenia
| | - Leila Ktari
- B3Aqua Laboratory, National Institute of Marine Sciences and Technologies, Carthage University, Tunis, Tunisia
| | - Anna Luganini
- Department of Life Sciences and Systems Biology, University of Turin, 10123 Turin, Italy
| | - Manolis Mandalakis
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, 71500 Heraklion, Greece
| | - Ivo Safarik
- Department of Nanobiotechnology, Biology Centre, ISBB, CAS, Na Sadkach 7, 370 05 Ceske Budejovice, Czech Republic; Regional Centre of Advanced Technologies and Materials, Czech Advanced Technology and Research Institute, Palacky University, Slechtitelu 27, 783 71 Olomouc, Czech Republic
| | - Dina Simes
- Centre of Marine Sciences (CCMAR), Universidade do Algarve, 8005-139 Faro, Portugal; 2GenoGla Diagnostics, Centre of Marine Sciences (CCMAR), Universidade do Algarve, Faro, Portugal
| | - Evita Strode
- Latvian Institute of Aquatic Ecology, Agency of Daugavpils University, Riga LV-1007, Latvia
| | - Anna Toruńska-Sitarz
- Department of Marine Biology and Biotechnology, Faculty of Oceanography and Geography, University of Gdańsk, 81-378 Gdynia, Poland
| | - Despoina Varamogianni-Mamatsi
- Institute of Marine Biology, Biotechnology and Aquaculture, Hellenic Centre for Marine Research, 71500 Heraklion, Greece
| | | | - Marlen I Vasquez
- Department of Chemical Engineering, Cyprus University of Technology, 3036 Limassol, Cyprus
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3
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Hsieh Y, Du J, Yang P. Repositioning VU-0365114 as a novel microtubule-destabilizing agent for treating cancer and overcoming drug resistance. Mol Oncol 2024; 18:386-414. [PMID: 37842807 PMCID: PMC10850822 DOI: 10.1002/1878-0261.13536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2023] [Revised: 09/26/2023] [Accepted: 10/12/2023] [Indexed: 10/17/2023] Open
Abstract
Microtubule-targeting agents represent one of the most successful classes of anticancer agents. However, the development of drug resistance and the appearance of adverse effects hamper their clinical implementation. Novel microtubule-targeting agents without such limitations are urgently needed. By employing a gene expression-based drug repositioning strategy, this study identifies VU-0365114, originally synthesized as a positive allosteric modulator of human muscarinic acetylcholine receptor M5 (M5 mAChR), as a novel type of tubulin inhibitor by destabilizing microtubules. VU-0365114 exhibits a broad-spectrum in vitro anticancer activity, especially in colorectal cancer cells. A tumor xenograft study in nude mice shows that VU-0365114 slowed the in vivo colorectal tumor growth. The anticancer activity of VU-0365114 is not related to its original target, M5 mAChR. In addition, VU-0365114 does not serve as a substrate of multidrug resistance (MDR) proteins, and thus, it can overcome MDR. Furthermore, a kinome analysis shows that VU-0365114 did not exhibit other significant off-target effects. Taken together, our study suggests that VU-0365114 primarily targets microtubules, offering potential for repurposing in cancer treatment, although more studies are needed before further drug development.
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Affiliation(s)
- Yao‐Yu Hsieh
- Division of Hematology and OncologyTaipei Medical University Shuang Ho HospitalNew Taipei CityTaiwan
- Division of Hematology and Oncology, Department of Internal Medicine, School of Medicine, College of MedicineTaipei Medical UniversityTaipeiTaiwan
- Taipei Cancer CenterTaipei Medical UniversityTaipeiTaiwan
- TMU and Affiliated Hospitals Pancreatic Cancer GroupsTaipei Medical UniversityTaipeiTaiwan
| | - Jia‐Ling Du
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and TechnologyTaipei Medical UniversityNew Taipei CityTaiwan
| | - Pei‐Ming Yang
- Taipei Cancer CenterTaipei Medical UniversityTaipeiTaiwan
- TMU and Affiliated Hospitals Pancreatic Cancer GroupsTaipei Medical UniversityTaipeiTaiwan
- Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and TechnologyTaipei Medical UniversityNew Taipei CityTaiwan
- Ph.D. Program for Cancer Molecular Biology and Drug Discovery, College of Medical Science and TechnologyTaipei Medical UniversityNew Taipei CityTaiwan
- TMU Research Center of Cancer Translational MedicineTaipeiTaiwan
- Cancer Center, Wan Fang HospitalTaipei Medical UniversityTaipeiTaiwan
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4
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Elanany MA, Osman EEA, Gedawy EM, Abou-Seri SM. Design and synthesis of novel cytotoxic fluoroquinolone analogs through topoisomerase inhibition, cell cycle arrest, and apoptosis. Sci Rep 2023; 13:4144. [PMID: 36914702 PMCID: PMC10011602 DOI: 10.1038/s41598-023-30885-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 03/02/2023] [Indexed: 03/16/2023] Open
Abstract
To exploit the advantageous properties of approved drugs to hasten anticancer drug discovery, we designed and synthesized a series of fluoroquinolone (FQ) analogs via functionalization of the acid hydrazides of moxifloxacin, ofloxacin, and ciprofloxacin. Under the NCI-60 Human Tumor Cell Line Screening Assay, (IIIf) was the most potent among moxifloxacin derivatives, whereas (VIb) was the only ofloxacin derivative with significant effects and ciprofloxacin derivatives were devoid of activity. (IIIf) and (VIb) were further selected for five-dose evaluation, where they showed potent growth inhibition with a mean GI50 of 1.78 and 1.45 µM, respectively. (VIb) elicited a more potent effect reaching sub-micromolar level on many cell lines, including MDA-MB-468 and MCF-7 breast cancer cell lines (GI50 = 0.41 and 0.42 µM, respectively), NSCLC cell line HOP-92 (GI50 = 0.50 µM) and CNS cell lines SNB-19 and U-251 (GI50 = 0.51 and 0.61 µM, respectively). (IIIf) and (VIb) arrested MCF-7 cells at G1/S and G1, respectively, and induced apoptosis mainly through the intrinsic pathway as shown by the increased ratio of Bax/Bcl-2 and caspase-9 with a lesser activation of the extrinsic pathway through caspase-8. Both compounds inhibited topoisomerase (Topo) with preferential activity on type II over type I and (VIb) was marginally more potent than (IIIf). Docking study suggests that (IIIf) and (VIb) bind differently to Topo II compared to etoposide. (IIIf) and (VIb) possess high potential for oral absorption, low CNS permeability and low binding to plasma proteins as suggested by in silico ADME calculations. Collectively, (IIIf) and (VIb) represent excellent lead molecules for the development of cytotoxic agents from quinolone scaffolds.
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Affiliation(s)
- Mohamed A Elanany
- Department of Pharmaceutical Chemistry, School of Pharmacy and Pharmaceutical Industries, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt.
| | - Essam Eldin A Osman
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt
| | - Ehab Mohamed Gedawy
- Department of Pharmaceutical Chemistry, School of Pharmacy and Pharmaceutical Industries, Badr University in Cairo (BUC), Badr City, 11829, Cairo, Egypt.,Department of Pharmaceutical Organic Chemistry, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt
| | - Sahar M Abou-Seri
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Cairo University, Cairo, 11562, Egypt.
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Utilization of Cancer Cell Line Screening to Elucidate the Anticancer Activity and Biological Pathways Related to the Ruthenium-Based Therapeutic BOLD-100. Cancers (Basel) 2022; 15:cancers15010028. [PMID: 36612025 PMCID: PMC9817855 DOI: 10.3390/cancers15010028] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 11/30/2022] [Accepted: 12/16/2022] [Indexed: 12/24/2022] Open
Abstract
BOLD-100 (sodium trans-[tetrachlorobis(1H indazole)ruthenate(III)]) is a ruthenium-based anticancer compound currently in clinical development. The identification of cancer types that show increased sensitivity towards BOLD-100 can lead to improved developmental strategies. Sensitivity profiling can also identify mechanisms of action that are pertinent for the bioactivity of complex therapeutics. Sensitivity to BOLD-100 was measured in a 319-cancer-cell line panel spanning 24 tissues. BOLD-100's sensitivity profile showed variation across the tissue lineages, including increased response in esophageal, bladder, and hematologic cancers. Multiple cancers, including esophageal, bile duct and colon cancer, had higher relative response to BOLD-100 than to cisplatin. Response to BOLD-100 showed only moderate correlation to anticancer compounds in the Genomics of Drug Sensitivity in Cancer (GDSC) database, as well as no clear theme in bioactivity of correlated hits, suggesting that BOLD-100 may have a differentiated therapeutic profile. The genomic modalities of cancer cell lines were modeled against the BOLD-100 sensitivity profile, which revealed that genes related to ribosomal processes were associated with sensitivity to BOLD-100. Machine learning modeling of the sensitivity profile to BOLD-100 and gene expression data provided moderative predictive value. These findings provide further mechanistic understanding around BOLD-100 and support its development for additional cancer types.
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6
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Antiproliferative Activity Predictor: A New Reliable In Silico Tool for Drug Response Prediction against NCI60 Panel. Int J Mol Sci 2022; 23:ijms232214374. [PMID: 36430850 PMCID: PMC9694168 DOI: 10.3390/ijms232214374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/13/2022] [Accepted: 11/16/2022] [Indexed: 11/22/2022] Open
Abstract
In vitro antiproliferative assays still represent one of the most important tools in the anticancer drug discovery field, especially to gain insights into the mechanisms of action of anticancer small molecules. The NCI-DTP (National Cancer Institute Developmental Therapeutics Program) undoubtedly represents the most famous project aimed at rapidly testing thousands of compounds against multiple tumor cell lines (NCI60). The large amount of biological data stored in the National Cancer Institute (NCI) database and many other databases has led researchers in the fields of computational biology and medicinal chemistry to develop tools to predict the anticancer properties of new agents in advance. In this work, based on the available antiproliferative data collected by the NCI and the manipulation of molecular descriptors, we propose the new in silico Antiproliferative Activity Predictor (AAP) tool to calculate the GI50 values of input structures against the NCI60 panel. This ligand-based protocol, validated by both internal and external sets of structures, has proven to be highly reliable and robust. The obtained GI50 values of a test set of 99 structures present an error of less than ±1 unit. The AAP is more powerful for GI50 calculation in the range of 4-6, showing that the results strictly correlate with the experimental data. The encouraging results were further supported by the examination of an in-house database of curcumin analogues that have already been studied as antiproliferative agents. The AAP tool identified several potentially active compounds, and a subsequent evaluation of a set of molecules selected by the NCI for the one-dose/five-dose antiproliferative assays confirmed the great potential of our protocol for the development of new anticancer small molecules. The integration of the AAP tool in the free web service DRUDIT provides an interesting device for the discovery and/or optimization of anticancer drugs to the medicinal chemistry community. The training set will be updated with new NCI-tested compounds to cover more chemical spaces, activities, and cell lines. Currently, the same protocol is being developed for predicting the TGI (total growth inhibition) and LC50 (median lethal concentration) parameters to estimate toxicity profiles of small molecules.
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Stockdale DP, Beutler JA, Wiemer DF. Substitution of a triazole for the central olefin in biologically active stilbenes. Bioorg Med Chem Lett 2022; 75:128980. [PMID: 36096344 PMCID: PMC9563006 DOI: 10.1016/j.bmcl.2022.128980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Revised: 08/29/2022] [Accepted: 09/05/2022] [Indexed: 11/24/2022]
Abstract
The stilbene moiety is commonly found in natural products and these compounds display an extraordinary range of biological activity. Efforts to derive useful drugs from stilbenes must address the potential liabilities of this structure, including a propensity for cis/trans isomerization. To identify olefin replacements that address this limitation while preserving biological activity we have prepared analogues of two bioactive stilbenes, a pawhuskin and a schweinfurthin, where a 1,2,3-triazole ring formally replaces the stilbene double bond. The new schweinfurthin analogue (23) has been tested for anti-proliferative activity against 60 cell lines, and shows a strong correlation of bioactivity when compared to the compound that inspired its synthesis (22).
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Affiliation(s)
- David P Stockdale
- Department of Chemistry University of Iowa, Iowa City, IA 52242-1294, United States
| | - John A Beutler
- Molecular Targets Program, Center for Cancer Research, NCI-Frederick, Frederick, MD 21702, United States
| | - David F Wiemer
- Department of Chemistry University of Iowa, Iowa City, IA 52242-1294, United States.
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Khalilullah H, Agarwal DK, Ahsan MJ, Jadav SS, Mohammed HA, Khan MA, Mohammed SAA, Khan R. Synthesis and Anti-Cancer Activity of New Pyrazolinyl-Indole Derivatives: Pharmacophoric Interactions and Docking Studies for Identifying New EGFR Inhibitors. Int J Mol Sci 2022; 23:ijms23126548. [PMID: 35742992 PMCID: PMC9223872 DOI: 10.3390/ijms23126548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Revised: 05/31/2022] [Accepted: 06/04/2022] [Indexed: 11/17/2022] Open
Abstract
Newly designed series of indole-containing pyrazole analogs, pyrazolinylindoles, were synthesized, and their structures were confirmed based on the spectral data of the 1H NMR, 13C NMR, and HR-MS analyses. Preliminary anti-cancer activity testings were carried out by the National Cancer Institute, United States of America (NCI, USA). Compounds HD02, HD05, and HD12 demonstrated remarkable cytotoxic activities against nine categories of cancer types based cell line panels which included leukemia, colon, breast, melanoma, lungs, renal, prostate, CNS, and ovarian cancer cell lines. The highest cytotoxic effects were exhibited by the compounds HD02 [1-(5-(1-H-indol-3-yl)-3-(p-tolyl)-4,5-dihydro-1H-pyrazol-1-yl)-2-phenylethanone], HD05 [1-(3-(4-chlorophenyl)-5-(1H-indol-3-yl)-4,5-dihydro-1H-pyrazol-1-yl)-2-phenoxyethanone], and HD12 [(3-(4-chlorophenyl)-5-(1H-indol-3-yl)-4,5-dihydro-1H-pyrazol-1-yl)(pyridin-4-yl)methanone] against some of the 56 types of NCI-based cell lines in different panels. Compound HD05 showed the maximum range of cancer cell growth inhibitions against all categories of the cell lines in all nine panels. On average, in comparison to the referral standard, imatinib, at a dose level of 10 µM, the HD05 showed significant activity against leukemia in the range of 78.76%, as compared to the imatinib at 9% of cancer cells’ growth inhibitions. Molecular docking simulation studies were performed in silico on the epidermal growth factor receptor (EGFR) tyrosine kinase, in order to validate the activity.
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Affiliation(s)
- Habibullah Khalilullah
- Department of Pharmaceutical Chemistry and Pharmacognosy, Unaizah College of Pharmacy, Qassim University, Unaizah 51911, Saudi Arabia
- Correspondence:
| | - Deepak K. Agarwal
- Department of Pharmaceutical Chemistry, Alwar College of Pharmacy, Alwar 302 023, Rajasthan, India;
| | - Mohamed J. Ahsan
- Department of Pharmaceutical Chemistry, Maharishi Arvind College of Pharmacy, Jaipur 302 023, Rajasthan, India;
| | - Surender S. Jadav
- Centre for Molecular Cancer Research (CMCR), Vishnu Institute of Pharmaceutical Education and Research (VIPER), Narsapur 502 313, Telangana, India;
| | - Hamdoon A. Mohammed
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, Qassim University, Qassim 51452, Saudi Arabia; (H.A.M.); (R.K.)
- Department of Pharmacognosy and Medicinal Plants, Faculty of Pharmacy, Al-Azhar University, Cairo 11884, Egypt
| | - Masood Alam Khan
- College of Applied Sciences, Qassim University, Qassim 51452, Saudi Arabia;
| | - Salman A. A. Mohammed
- Department of Pharmacology and Toxicology, College of Pharmacy, Qassim University, Qassim 51452, Saudi Arabia;
| | - Riaz Khan
- Department of Medicinal Chemistry and Pharmacognosy, College of Pharmacy, Qassim University, Qassim 51452, Saudi Arabia; (H.A.M.); (R.K.)
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9
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Sankaran H, Negi S, McShane LM, Zhao Y, Krushkal J. Pharmacogenomics of in vitro response of the NCI-60 cancer cell line panel to Indian natural products. BMC Cancer 2022; 22:512. [PMID: 35525914 PMCID: PMC9077913 DOI: 10.1186/s12885-022-09580-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Accepted: 04/20/2022] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND Indian natural products have been anecdotally used for cancer treatment but with limited efficacy. To better understand their mechanism, we examined the publicly available data for the activity of Indian natural products in the NCI-60 cell line panel. METHODS We examined associations of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 75 compounds derived from Indian plant-based natural products. We analyzed expression measures for annotated transcripts, lncRNAs, and miRNAs, and protein-changing single nucleotide variants in cancer-related genes. We also examined the similarities between cancer cell line response to Indian natural products and response to reference anti-tumor compounds recorded in a U.S. National Cancer Institute (NCI) Developmental Therapeutics Program database. RESULTS Hierarchical clustering based on cell line response measures identified clustering of Phyllanthus and cucurbitacin products with known anti-tumor agents with anti-mitotic mechanisms of action. Curcumin and curcuminoids mostly clustered together. We found associations of response to Indian natural products with expression of multiple genes, notably including SLC7A11 involved in solute transport and ATAD3A and ATAD3B encoding mitochondrial ATPase proteins, as well as significant associations with functional single nucleotide variants, including BRAF V600E. CONCLUSION These findings suggest potential mechanisms of action and novel associations of in vitro response with gene expression and some cancer-related mutations that increase our understanding of these Indian natural products.
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Affiliation(s)
- Hari Sankaran
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD, 20850, USA.
| | - Simarjeet Negi
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD, 20850, USA
| | - Lisa M McShane
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD, 20850, USA
| | - Yingdong Zhao
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD, 20850, USA
| | - Julia Krushkal
- Biometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, National Institutes of Health, 9609 Medical Center Drive, Rockville, MD, 20850, USA.
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Hassan AS, Wober J, Vollmer G, Abadi AH, Mostafa NSA. Flexible Etherified and Esterified Triphenylethylene Derivatives and Their Evaluation on ER positive and Triple Negative Breast Cancer Cell Lines. ChemMedChem 2022; 17:e202100720. [DOI: 10.1002/cmdc.202100720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Revised: 01/10/2022] [Indexed: 11/09/2022]
Affiliation(s)
- Aya S. Hassan
- German University in Cairo Pharmaceutical Chemistry EGYPT
| | | | | | - Ashraf H. Abadi
- German University in Cairo Pharmaceutical Chemstry Al Tagamoe al Khamis , new cairoCairo 11385 Cairo EGYPT
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Correlation Analysis of Protein Expression of 10 HDAC/Sirtuin Isoenzymes with Sensitivities of 23 Anticancer Drugs in 17 Cancer Cell Lines and Potentiation of Drug Activity by Co-Treatment with HDAC Inhibitors. Cancers (Basel) 2021; 14:cancers14010187. [PMID: 35008351 PMCID: PMC8750037 DOI: 10.3390/cancers14010187] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 12/17/2021] [Accepted: 12/23/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary Protein expression profiles of 10 HDAC/Sirtuin isoenzymes in two panels of human cancer cell lines were compared with each other and with the potencies of various anticancer drugs by Pearson and Spearman correlation analysis to identify patterns of enzyme expression and anticancer activity. Furthermore, the NCI COMPARE database was used to identify possible correlations between the mRNA expression in a 60 cancer cell panel and the potency of the same anticancer drugs. While several interesting correlations were found within both data sets, none of these correlations were identical in the two sets of data, suggesting that protein and mRNA expression profiles are not comparable. Combination treatments with several HDAC inhibitors with a number of the anticancer drugs revealed interesting synergistic effects that were in keeping with some of the correlations predicted by our protein expression analysis. Abstract Inhibiting the activity of histone deacetylase (HDAC) is an ongoing strategy in anticancer therapy. However, to our knowledge, the relationships between the expression of HDAC proteins and the antitumor drug sensitivity of cancer cells have not been studied until now. In the current work, we investigated the relative expression profiles of 10 HDAC isoenzymes comprising the classes I–III (HDAC1/2/4/6; Sirt1/2/3/5/6/7) in a panel of 17 cancer cell lines, including the breast, cervix, oesophageal, lung, oral squamous, pancreas, as well as urinary bladder carcinoma cells. Correlations between the data of mRNA expression for these enzymes obtained from the National Cancer Institute (NCI) 60 cancer cell line program were also examined. Next, we performed univariate analysis between the expression patterns of HDAC/Sirt isoenzymes with the sensitivity of a 16 cell panel of cancer cell lines towards several antitumor drugs. In a univariate correlation analysis, we found a strong relation between Sirt2 expression and cytotoxicity caused by busulfan, etoposide, and hydroxyurea. Moreover, it was identified that Sirt5 correlates with the effects exerted by oxaliplatin or topotecan, as well as between HDAC4 expression and these two drugs. Correlations between the data of mRNA expression for enzymes with the potencies of the same anticancer agents obtained from the NCI 60 cancer cell line program were also found, but none were the same as those we found with our protein expression data. Additionally, we report here the effects upon combination of the approved HDAC inhibitor vorinostat and one other known inhibitor trichostatin A as well as newer hetero-stilbene and diazeno based sirtuin inhibitors on the potency of cisplatin, lomustine, and topotecan. For these three anticancer drugs, we found a significantly enhanced cytotoxicity when co-incubated with HDAC inhibitors, demonstrating a potentially beneficial influence of HDAC inhibition on anticancer drug treatment.
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Abstract
The natural schweinfurthins are stilbenes with significant antiproliferative activity and an uncertain mechanism of action. To obtain a fluorescent analogue with minimal deviation from the natural structure, a coumarin ring system was annulated to the D-ring, creating a new analogue of schweinfurthin F. This stilbene was prepared through a convergent synthesis, with a Horner-Wadsworth-Emmons condensation employed to form the central stilbene olefin. After preparation of a tricyclic phosphonate via a recent and more efficient modification of the classic Arbuzov reaction, condensation was attempted with an appropriately substituted bicyclic aldehyde but the coumarin system did not survive the reaction conditions. When olefin formation preceded generation of the coumarin, the stilbene formation proceeded smoothly and ultimately allowed access to the targeted coumarin-based schweinfurthin analogue. This analogue displayed the desired fluorescence properties along with significant biological activity in the National Cancer Institute's 60-cell line bioassay, and the pattern of this biological activity mirrored that of the natural product schweinfurthin F. This approach gives facile access to new fluorescent analogues of the natural schweinfurthins and should be applicable to other natural stilbenes as well.
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Affiliation(s)
- Chloe M Schroeder
- Department of Chemistry, University of Iowa, Iowa City, Iowa 52242-1294, United States
| | - Patrick N Dey
- Department of Chemistry, University of Iowa, Iowa City, Iowa 52242-1294, United States
| | - John A Beutler
- Molecular Targets Program, Center for Cancer Research, NCI-Frederick, Frederick, Maryland 21702, United States
| | - David F Wiemer
- Department of Chemistry, University of Iowa, Iowa City, Iowa 52242-1294, United States
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13
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Fletcher EJR, Kaminski T, Williams G, Duty S. Drug repurposing strategies of relevance for Parkinson's disease. Pharmacol Res Perspect 2021; 9:e00841. [PMID: 34309236 PMCID: PMC8311732 DOI: 10.1002/prp2.841] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 06/29/2021] [Indexed: 01/01/2023] Open
Abstract
Parkinson's disease is a highly disabling, progressive neurodegenerative disease that manifests as a mix of motor and non-motor signs. Although we are equipped with some symptomatic treatments, especially for the motor signs of the disease, there are still no established disease-modifying drugs so the disease progresses unchecked. Standard drug discovery programs for disease-modifying therapies have provided key insights into the pathogenesis of Parkinson's disease but, of the many positive candidates identified in pre-clinical studies, none has yet translated into a successful clinically efficacious drug. Given the huge cost of drug discovery programs, it is not surprising that much attention has turned toward repurposing strategies. The trialing of an established therapeutic has the advantage of bypassing the need for preclinical safety testing and formulation optimization, thereby cutting both time and costs involved in getting a treatment to the clinic. Additional reduced failure rates for repurposed drugs are also a potential bonus. Many different strategies for drug repurposing are open to researchers in the Parkinson's disease field. Some of these have already proven effective in identifying suitable drugs for clinical trials, lending support to such approaches. In this review, we present a summary of the different strategies for drug repurposing, from large-scale epidemiological correlation analysis through to single-gene transcriptional approaches. We provide examples of past or ongoing studies adopting each strategy, where these exist. For strategies that have yet to be applied to Parkinson's disease, their utility is illustrated using examples taken from other disorders.
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Affiliation(s)
- Edward J. R. Fletcher
- King’s College LondonInstitute of Psychiatry, Psychology & NeuroscienceWolfson Centre for Age‐Related DiseasesLondonUK
| | - Thomas Kaminski
- King’s College LondonInstitute of Psychiatry, Psychology & NeuroscienceWolfson Centre for Age‐Related DiseasesLondonUK
| | - Gareth Williams
- King’s College LondonInstitute of Psychiatry, Psychology & NeuroscienceWolfson Centre for Age‐Related DiseasesLondonUK
| | - Susan Duty
- King’s College LondonInstitute of Psychiatry, Psychology & NeuroscienceWolfson Centre for Age‐Related DiseasesLondonUK
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14
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He B, Hou F, Ren C, Bing P, Xiao X. A Review of Current In Silico Methods for Repositioning Drugs and Chemical Compounds. Front Oncol 2021; 11:711225. [PMID: 34367996 PMCID: PMC8340770 DOI: 10.3389/fonc.2021.711225] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/07/2021] [Indexed: 12/23/2022] Open
Abstract
Drug repositioning is a new way of applying the existing therapeutics to new disease indications. Due to the exorbitant cost and high failure rate in developing new drugs, the continued use of existing drugs for treatment, especially anti-tumor drugs, has become a widespread practice. With the assistance of high-throughput sequencing techniques, many efficient methods have been proposed and applied in drug repositioning and individualized tumor treatment. Current computational methods for repositioning drugs and chemical compounds can be divided into four categories: (i) feature-based methods, (ii) matrix decomposition-based methods, (iii) network-based methods, and (iv) reverse transcriptome-based methods. In this article, we comprehensively review the widely used methods in the above four categories. Finally, we summarize the advantages and disadvantages of these methods and indicate future directions for more sensitive computational drug repositioning methods and individualized tumor treatment, which are critical for further experimental validation.
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Affiliation(s)
- Binsheng He
- Academician Workstation, Changsha Medical University, Changsha, China
| | - Fangxing Hou
- Queen Mary School, Nanchang University, Jiangxi, China
| | - Changjing Ren
- School of Science, Dalian Maritime University, Dalian, China.,Genies Beijing Co., Ltd., Beijing, China
| | - Pingping Bing
- Academician Workstation, Changsha Medical University, Changsha, China
| | - Xiangzuo Xiao
- Department of Radiology, The First Affiliated Hospital of Nanchang University, Jiangxi, China
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Cuartas V, Aragón-Muriel A, Liscano Y, Polo-Cerón D, Crespo-Ortiz MDP, Quiroga J, Abonia R, Insuasty B. Anticancer activity of pyrimidodiazepines based on 2-chloro-4-anilinoquinazoline: synthesis, DNA binding and molecular docking. RSC Adv 2021; 11:23310-23329. [PMID: 35479808 PMCID: PMC9036565 DOI: 10.1039/d1ra03509f] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 06/25/2021] [Indexed: 01/27/2023] Open
Abstract
Multidrug resistance to chemotherapy is a critical health problem associated with mutation of the therapeutic target. Therefore, the development of anticancer agents remains a challenge to overcome cancer cell resistance. Herein, a new series of quinazoline-based pyrimidodiazepines 16a-g were synthesized by the cyclocondensation reaction of 2-chloro-4-anilinoquinazoline-chalcones 14a-g with 2,4,5,6-tetraaminopyrimidine. All quinazoline derivatives 14a-g and 16a-g were selected by the U.S. National Cancer Institute (NCI) for testing their anticancer activity against 60 cancer cell lines of different panels of human tumors. Among the tested compounds, quinazoline-chalcone 14g displayed high antiproliferative activity with GI50 values between 0.622-1.81 μM against K-562 (leukemia), RPMI-8226 (leukemia), HCT-116 (colon cancer) LOX IMVI (melanoma), and MCF7 (breast cancer) cancer cell lines. Additionally, the pyrimidodiazepines 16a and 16c exhibited high cytostatic (TGI) and cytotoxic activity (LC50), where 16c showed high cytotoxic activity, which was 10.0-fold higher than the standard anticancer agent adriamycin/doxorubicin against ten cancer cell lines. COMPARE analysis revealed that 16c may possess a mechanism of action through DNA binding that is similar to that of CCNU (lomustine). DNA binding studies indicated that 14g and 16c interact with the calf thymus DNA by intercalation and groove binding, respectively. Compounds 14g, 16c and 16a displayed strong binding affinities to DNA, EGFR and VEGFR-2 receptors. None of the active compounds showed cytotoxicity against human red blood cells.
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Affiliation(s)
- Viviana Cuartas
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle A.A. 25360 Cali Colombia +57-2339-3248 +57-315-484-6665.,Center for Bioinformatics and Photonics-CIBioFI A.A. 25360 Cali Colombia
| | - Alberto Aragón-Muriel
- Laboratorio de Investigación en Catálisis y Procesos (LICAP), Departamento de Química, Universidad del Valle Cali 760001 Colombia
| | - Yamil Liscano
- Grupo de Investigación en Química y Biotecnología (QUIBIO), Universidad Santiago de Cali Cali 760035 Colombia
| | - Dorian Polo-Cerón
- Laboratorio de Investigación en Catálisis y Procesos (LICAP), Departamento de Química, Universidad del Valle Cali 760001 Colombia
| | - Maria Del Pilar Crespo-Ortiz
- Grupo de Biotecnología e Infecciones Bacterianas, Departamento de Microbiología, Universidad del Valle Cali 760043 Colombia
| | - Jairo Quiroga
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle A.A. 25360 Cali Colombia +57-2339-3248 +57-315-484-6665
| | - Rodrigo Abonia
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle A.A. 25360 Cali Colombia +57-2339-3248 +57-315-484-6665
| | - Braulio Insuasty
- Heterocyclic Compounds Research Group, Department of Chemistry, Universidad del Valle A.A. 25360 Cali Colombia +57-2339-3248 +57-315-484-6665.,Center for Bioinformatics and Photonics-CIBioFI A.A. 25360 Cali Colombia
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Lauria A, La Monica G, Gentile C, Mannino G, Martorana A, Peri D. Identification of biological targets through the correlation between cell line chemosensitivity and protein expression pattern. Drug Discov Today 2021; 26:2431-2438. [PMID: 34048894 DOI: 10.1016/j.drudis.2021.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 04/15/2021] [Accepted: 05/19/2021] [Indexed: 11/17/2022]
Abstract
Matching biological data sequences is one of the most interesting ways to discover new bioactive compounds. In particular, matching cell chemosensitivity with a protein expression profile can be a useful approach to predict the activity of compounds against definite biological targets. In this review, we discuss this correlation. First, we analyze case studies in which some known drugs, acting on known targets, show a good correlation between their antiproliferative activities and protein expression when a large panel of tumor cells is considered. Then, we highlight how the application of in silico methods based on the correlation between cell line chemosensitivity and gene/protein expression patterns might be a quick, cheap, and interesting approach to predict the biological activity of investigated molecules.
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Affiliation(s)
- Antonino Lauria
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche 'STEBICEF', University of Palermo, Viale delle Scienze - Ed. 17, 90128 Palermo, Italy.
| | - Gabriele La Monica
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche 'STEBICEF', University of Palermo, Viale delle Scienze - Ed. 17, 90128 Palermo, Italy
| | - Carla Gentile
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche 'STEBICEF', University of Palermo, Viale delle Scienze - Ed. 17, 90128 Palermo, Italy
| | - Giuseppe Mannino
- Department of Life Sciences and Systems Biology, Innovation Centre, University of Turin, Via Quarello 15/A, I-10135 Turin, Italy
| | - Annamaria Martorana
- Dipartimento di Scienze e Tecnologie Biologiche Chimiche e Farmaceutiche 'STEBICEF', University of Palermo, Viale delle Scienze - Ed. 17, 90128 Palermo, Italy
| | - Daniele Peri
- Dipartimento di Ingegneria, University of Palermo, Viale delle Scienze Ed. 6, I-90128 Palermo, Italy
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Krushkal J, Negi S, Yee LM, Evans JR, Grkovic T, Palmisano A, Fang J, Sankaran H, McShane LM, Zhao Y, O'Keefe BR. Molecular genomic features associated with in vitro response of the NCI-60 cancer cell line panel to natural products. Mol Oncol 2021; 15:381-406. [PMID: 33169510 PMCID: PMC7858122 DOI: 10.1002/1878-0261.12849] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 09/29/2020] [Accepted: 11/06/2020] [Indexed: 12/17/2022] Open
Abstract
Natural products remain a significant source of anticancer chemotherapeutics. The search for targeted drugs for cancer treatment includes consideration of natural products, which may provide new opportunities for antitumor cytotoxicity as single agents or in combination therapy. We examined the association of molecular genomic features in the well-characterized NCI-60 cancer cell line panel with in vitro response to treatment with 1302 small molecules which included natural products, semisynthetic natural product derivatives, and synthetic compounds based on a natural product pharmacophore from the Developmental Therapeutics Program of the US National Cancer Institute's database. These compounds were obtained from a variety of plant, marine, and microbial species. Molecular information utilized for the analysis included expression measures for 23059 annotated transcripts, lncRNAs, and miRNAs, and data on protein-changing single nucleotide variants in 211 cancer-related genes. We found associations of expression of multiple genes including SLFN11, CYP2J2, EPHX1, GPC1, ELF3, and MGMT involved in DNA damage repair, NOTCH family members, ABC and SLC transporters, and both mutations in tyrosine kinases and BRAF V600E with NCI-60 responses to specific categories of natural products. Hierarchical clustering identified groups of natural products, which correlated with a specific mechanism of action. Specifically, several natural product clusters were associated with SLFN11 gene expression, suggesting that potential action of these compounds may involve DNA damage. The associations between gene expression or genome alterations of functionally relevant genes with the response of cancer cells to natural products provide new information about potential mechanisms of action of these identified clusters of compounds with potentially similar biological effects. This information will assist in future drug discovery and in design of new targeted cancer chemotherapy agents.
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Affiliation(s)
- Julia Krushkal
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Simarjeet Negi
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Laura M. Yee
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Jason R. Evans
- Natural Products BranchDevelopmental Therapeutics ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteFrederickMDUSA
| | - Tanja Grkovic
- Natural Products Support GroupFrederick National Laboratory for Cancer ResearchFrederickMDUSA
| | - Alida Palmisano
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
- General Dynamics Information Technology (GDIT)Falls ChurchVAUSA
| | - Jianwen Fang
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Hari Sankaran
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Lisa M. McShane
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Yingdong Zhao
- Biometric Research ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteNIHRockvilleMDUSA
| | - Barry R. O'Keefe
- Natural Products BranchDevelopmental Therapeutics ProgramDivision of Cancer Treatment and DiagnosisNational Cancer InstituteFrederickMDUSA
- Molecular Targets ProgramCenter for Cancer ResearchNational Cancer InstituteFrederickMDUSA
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Lindström HJG, Friedman R. Inferring time-dependent population growth rates in cell cultures undergoing adaptation. BMC Bioinformatics 2020; 21:583. [PMID: 33334308 PMCID: PMC7745411 DOI: 10.1186/s12859-020-03887-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Accepted: 11/18/2020] [Indexed: 02/08/2023] Open
Abstract
Background The population growth rate is an important characteristic of any cell culture. During sustained experiments, the growth rate may vary due to competition or adaptation. For instance, in presence of a toxin or a drug, an increasing growth rate indicates that the cells adapt and become resistant. Consequently, time-dependent growth rates are fundamental to follow on the adaptation of cells to a changing evolutionary landscape. However, as there are no tools to calculate the time-dependent growth rate directly by cell counting, it is common to use only end point measurements of growth rather than tracking the growth rate continuously. Results We present a computer program for inferring the growth rate over time in suspension cells using nothing but cell counts, which can be measured non-destructively. The program was tested on simulated and experimental data. Changes were observed in the initial and absolute growth rates, betraying resistance and adaptation. Conclusions For experiments where adaptation is expected to occur over a longer time, our method provides a means of tracking growth rates using data that is normally collected anyhow for monitoring purposes. The program and its documentation are freely available at https://github.com/Sandalmoth/ratrack under the permissive zlib license.
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Affiliation(s)
- H Jonathan G Lindström
- Department of Chemistry and Biomedical Sciences, Linnaeus University, 391 82, Kalmar, Sweden
| | - Ran Friedman
- Department of Chemistry and Biomedical Sciences, Linnaeus University, 391 82, Kalmar, Sweden.
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Different Calculation Strategies Are Congruent in Determining Chemotherapy Resistance of Brain Tumors In Vitro. Cells 2020; 9:cells9122689. [PMID: 33333810 PMCID: PMC7765228 DOI: 10.3390/cells9122689] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 12/08/2020] [Accepted: 12/09/2020] [Indexed: 01/14/2023] Open
Abstract
In cancer pharmacology, a drug candidate’s therapeutic potential is typically expressed as its ability to suppress cell growth. Different methods in assessing the cell phenotype and calculating the drug effect have been established. However, inconsistencies in drug response outcomes have been reported, and it is still unclear whether and to what extent the choice of data post-processing methods is responsible for that. Studies that systematically examine these questions are rare. Here, we compare three established calculation methods on a collection of nine in vitro models of glioblastoma, exposed to a library of 231 clinical drugs. The therapeutic potential of the drugs is determined on the growth curves, using growth inhibition 50% (GI50) and point-of-departure (PoD) as the criteria. An effect is detected on 36% of the drugs when relying on GI50 and on 27% when using PoD. For the area under the curve (AUC), a threshold of 9.5 or 10 could be set to discriminate between the drugs with and without an effect. GI50, PoD, and AUC are highly correlated. The ranking of substances by different criteria varies somewhat, but the group of the top 20 substances according to one criterion typically includes 17–19 top candidates according to another. In addition to generating preclinical values with high clinical potential, we present off-target appreciation of top substance predictions by interrogating the drug response data of non-cancer cells in our calculation technology.
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de Paiva PP, Nunes JHB, Nonato FR, Ruiz ALTG, Zafred RRT, Sousa IMO, Okubo MY, Kawano DF, Monteiro PA, Foglio MA, Carvalho JE. In Silico, In Vitro, and In Vivo Antitumor and Anti-Inflammatory Evaluation of a Standardized Alkaloid-Enriched Fraction Obtained from Boehmeria caudata Sw. Aerial Parts. Molecules 2020; 25:molecules25174018. [PMID: 32899132 PMCID: PMC7504783 DOI: 10.3390/molecules25174018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 08/28/2020] [Accepted: 09/01/2020] [Indexed: 12/24/2022] Open
Abstract
In the context of the cancer-inflammation relationship and the use of natural products as potential antitumor and anti-inflammatory agents, the alkaloid-enriched fraction of Boehmeriacaudata (BcAEF) aerial parts was evaluated. In vitro antiproliferative studies with human tumor cell lines showed high activity at low concentrations. Further investigation on NCI-H460 cells showed an irreversible effect on cell proliferation, with cell cycle arrest at G2/M phase and programmed cell death induction. Molecular docking studies of four alkaloids identified in BcAEF with colchicine’s binding site on β-tubulin were performed, suggesting (−)-C (15R)-hydroxycryptopleurine as the main inductor of the observed mitotic death. In vivo studies showed that BcAEF was able to reduce Ehrlich tumor volume progression by 30 to 40%. Checking myeloperoxidase activity, BcAEF reduced neutrophils migration towards the tumor. The in vivo anti-inflammatory activity was evaluated by chemically induced edema models. In croton oil-induced ear edema and carrageenan (CG)-induced paw edema models, BcAEF reduced edema around 70 to 80% together with inhibition of activation and/or migration of neutrophils to the inflammatory area. All together the results presented herein show BcAEF as a potent antitumor agent combining antiproliferative and anti-inflammatory properties, which could be further explored in (pre)clinical studies.
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Affiliation(s)
- Paula P. de Paiva
- Institute of Biology, University of Campinas-UNICAMP, Campinas-SP 13083-862, Brazil; (R.R.T.Z.); (P.A.M.); (J.E.C.)
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
- Correspondence: ; Tel.: +55-19-3521-7715
| | - Julia H. B. Nunes
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
- Institute of Chemistry, University of Campinas-UNICAMP, Campinas-SP 13083-970, Brazil
| | - Fabiana R. Nonato
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
| | - Ana L. T. G. Ruiz
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
| | - Rafael R. T. Zafred
- Institute of Biology, University of Campinas-UNICAMP, Campinas-SP 13083-862, Brazil; (R.R.T.Z.); (P.A.M.); (J.E.C.)
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
| | - Ilza M. O. Sousa
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
| | - Márcia Y. Okubo
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
- Piracicaba Dental School, University of Campinas, UNICAMP, Piracicaba-SP 13414-903, Brazil
| | - Daniel F. Kawano
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
| | - Paula A. Monteiro
- Institute of Biology, University of Campinas-UNICAMP, Campinas-SP 13083-862, Brazil; (R.R.T.Z.); (P.A.M.); (J.E.C.)
- Chemical, Biological and Agricultural Pluridisciplinary Research Center (CPQBA), University of Campinas-UNICAMP, Paulínia-SP 13148-218, Brazil; (J.H.B.N.); (F.R.N.); (A.L.T.G.R.); (I.M.O.S.); (M.Y.O.)
| | - Mary A. Foglio
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
| | - João E. Carvalho
- Institute of Biology, University of Campinas-UNICAMP, Campinas-SP 13083-862, Brazil; (R.R.T.Z.); (P.A.M.); (J.E.C.)
- Faculty of Pharmaceutical Sciences, University of Campinas-UNICAMP, Campinas-SP 13083-871, Brazil; (D.F.K.); (M.A.F.)
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Needham RJ, Bridgewater HE, Romero-Canelón I, Habtemariam A, Clarkson GJ, Sadler PJ. Structure-activity relationships for osmium(II) arene phenylazopyridine anticancer complexes functionalised with alkoxy and glycolic substituents. J Inorg Biochem 2020; 210:111154. [PMID: 32771772 DOI: 10.1016/j.jinorgbio.2020.111154] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 06/09/2020] [Accepted: 06/11/2020] [Indexed: 11/15/2022]
Abstract
Twenty-four novel organometallic osmium(II) phenylazopyridine (AZPY) complexes have been synthesised and characterised; [Os(η6-arene)(5-RO-AZPY)X]Y, where arene = p-cym or bip, AZPY is functionalized with an alkoxyl (O-R, R = Me, Et, nPr, iPr, nBu) or glycolic (O-{CH2CH2O}nR*, n = 1-4, R* = H, Me, or Et) substituent on the pyridyl ring para to the azo-bond, X is a monodentate halido ligand (Cl, Br or I), and Y is a counter-anion (PF6-, CF3SO3- or IO3-). X-ray crystal structures of two complexes confirmed their 'half-sandwich' structures. Aqueous solubility depended on X, the AZPY substituents, arene, and Y. Iodido complexes are highly stable in water (X = I ⋙ Br > Cl), and exhibit the highest antiproliferative activity against A2780 (ovarian), MCF-7 (breast), SUNE1 (nasopharyngeal), and OE19 (oesophageal) cancer cells, some attaining nanomolar potency and good cancer-cell selectivity. Their activity and distinctive mechanism of action is discussed in relation to hydrophobicity (RP-HPLC capacity factor and Log Po/w), cellular accumulation, electrochemical reduction (activation of azo bond), cell cycle analysis, apoptosis and induction of reactive oxygen species (ROS). Two complexes show ca. 4× higher activity than cisplatin in the National Cancer Institute (NCI) 60-cell line five-dose screen. The COMPARE algorithm of their datasets reveals a strong correlation with one another, as well as anticancer agents olivomycin, phyllanthoside, bouvardin and gamitrinib, but only a weak correlation with cisplatin, indicative of a different mechanism of action.
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Affiliation(s)
- Russell J Needham
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Hannah E Bridgewater
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Isolda Romero-Canelón
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Abraha Habtemariam
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Guy J Clarkson
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK
| | - Peter J Sadler
- Department of Chemistry, University of Warwick, Gibbet Hill Road, Coventry CV4 7AL, UK.
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22
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Ion GND, Olaru OT, Nitulescu G, Olaru II, Tsatsakis A, Burykina TI, Spandidos DA, Nitulescu GM. Improving the odds of success in antitumoral drug development using scoring approaches towards heterocyclic scaffolds. Oncol Rep 2020; 44:589-598. [PMID: 32627025 PMCID: PMC7336486 DOI: 10.3892/or.2020.7636] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 06/05/2020] [Indexed: 02/07/2023] Open
Abstract
One of the most commonly discussed topics in the field of drug discovery is the continuous search for anticancer therapies, in which small-molecule development plays an important role. Although a number of techniques have been established over the past decades, one of the main methods for drug discovery and development is still represented by rational, ligand-based drug design. However, the success rate of this method could be higher if not affected by cognitive bias, which renders many potential druggable scaffolds and structures overlooked. The present study aimed to counter this bias by presenting an objective overview of the most important heterocyclic structures in the development of anti-proliferative drugs. As such, the present study analyzed data for 91,438 compounds extracted from the Developmental Therapeutics Program (DTP) database provided by the National Cancer Institute. Growth inhibition data from these compounds tested on a panel of 60 cancer cell lines representing various tissue types (NCI-60 panel) was statistically interpreted using 6 generated scores assessing activity, selectivity, growth inhibition efficacy and potency of different structural scaffolds, Bemis-Murcko skeletons, chemical features and structures common among the analyzed compounds. Of the most commonly used rings, the most prominent anti-proliferative effects were produced by quinoline, tetrahydropyran, benzimidazole and pyrazole, while overall, the optimal results were produced by complex ring structures that originate from natural compounds. These results highlight the impact of certain ring structures on the anti-proliferative effects in drug design. In addition, considering that medicinal chemists usually focus their research on simpler scaffolds the majority of the time with no significant pay-off, the present study indicates several unused complex scaffolds that could be exploited when designing anticancer therapies for optimal results in the fight against cancer.
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Affiliation(s)
| | - Octavian Tudorel Olaru
- Faculty of Pharmacy, 'Carol Davila' University of Medicine and Pharmacy, 020956 Bucharest, Romania
| | - Georgiana Nitulescu
- Faculty of Pharmacy, 'Carol Davila' University of Medicine and Pharmacy, 020956 Bucharest, Romania
| | - Iulia Ioana Olaru
- Faculty of Pharmacy, 'Carol Davila' University of Medicine and Pharmacy, 020956 Bucharest, Romania
| | - Aristidis Tsatsakis
- Department of Forensic Sciences and Toxicology, Faculty of Medicine, University of Crete, 71003 Heraklion, Greece
| | - Tatiana I Burykina
- Department of Analytical and Forensic Medical Toxicology, Sechenov Medical University, 119991 Moscow, Russia
| | - Demetrios A Spandidos
- Laboratory of Clinical Virology, School of Medicine, University of Crete, 71003 Heraklion, Greece
| | - George Mihai Nitulescu
- Faculty of Pharmacy, 'Carol Davila' University of Medicine and Pharmacy, 020956 Bucharest, Romania
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23
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Škuta C, Cortés-Ciriano I, Dehaen W, Kříž P, van Westen GJP, Tetko IV, Bender A, Svozil D. QSAR-derived affinity fingerprints (part 1): fingerprint construction and modeling performance for similarity searching, bioactivity classification and scaffold hopping. J Cheminform 2020; 12:39. [PMID: 33431038 PMCID: PMC7260783 DOI: 10.1186/s13321-020-00443-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 05/16/2020] [Indexed: 02/11/2023] Open
Abstract
An affinity fingerprint is the vector consisting of compound’s affinity or potency against the reference panel of protein targets. Here, we present the QAFFP fingerprint, 440 elements long in silico QSAR-based affinity fingerprint, components of which are predicted by Random Forest regression models trained on bioactivity data from the ChEMBL database. Both real-valued (rv-QAFFP) and binary (b-QAFFP) versions of the QAFFP fingerprint were implemented and their performance in similarity searching, biological activity classification and scaffold hopping was assessed and compared to that of the 1024 bits long Morgan2 fingerprint (the RDKit implementation of the ECFP4 fingerprint). In both similarity searching and biological activity classification, the QAFFP fingerprint yields retrieval rates, measured by AUC (~ 0.65 and ~ 0.70 for similarity searching depending on data sets, and ~ 0.85 for classification) and EF5 (~ 4.67 and ~ 5.82 for similarity searching depending on data sets, and ~ 2.10 for classification), comparable to that of the Morgan2 fingerprint (similarity searching AUC of ~ 0.57 and ~ 0.66, and EF5 of ~ 4.09 and ~ 6.41, depending on data sets, classification AUC of ~ 0.87, and EF5 of ~ 2.16). However, the QAFFP fingerprint outperforms the Morgan2 fingerprint in scaffold hopping as it is able to retrieve 1146 out of existing 1749 scaffolds, while the Morgan2 fingerprint reveals only 864 scaffolds.![]()
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Affiliation(s)
- C Škuta
- CZ-OPENSCREEN: National Infrastructure for Chemical Biology, Institute of Molecular Genetics of the ASCR, v. v. i., Vídeňská 1083, 142 20, Prague 4, Czech Republic
| | - I Cortés-Ciriano
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - W Dehaen
- CZ-OPENSCREEN: National Infrastructure for Chemical Biology, Institute of Molecular Genetics of the ASCR, v. v. i., Vídeňská 1083, 142 20, Prague 4, Czech Republic.,CZ-OPENSCREEN: National Infrastructure for Chemical Biology, Department of Informatics and Chemistry, Faculty of Chemical Technology, University of Chemistry and Technology Prague, Technická 5, 166 28, Prague, Czech Republic
| | - P Kříž
- Department of Mathematics, Faculty of Chemical Engineering, University of Chemistry and Technology Prague, Technická 5, 166 28, Prague, Czech Republic
| | - G J P van Westen
- Computational Drug Discovery, Drug Discovery and Safety, LACDR, Leiden University, Einsteinweg 55, 2333 CC, Leiden, The Netherlands
| | - I V Tetko
- Helmholtz Zentrum Muenchen - German Research Center for Environmental Health (GmbH) and BIGCHEM GmbH, Ingolstaedter Landstrasse 1, 85764, Neuherberg, Germany
| | - A Bender
- Centre for Molecular Informatics, Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, CB2 1EW, UK
| | - D Svozil
- CZ-OPENSCREEN: National Infrastructure for Chemical Biology, Institute of Molecular Genetics of the ASCR, v. v. i., Vídeňská 1083, 142 20, Prague 4, Czech Republic. .,CZ-OPENSCREEN: National Infrastructure for Chemical Biology, Department of Informatics and Chemistry, Faculty of Chemical Technology, University of Chemistry and Technology Prague, Technická 5, 166 28, Prague, Czech Republic.
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24
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In Search of Outliers. Mining for Protein Kinase Inhibitors Based on Their Anti-Proliferative NCI-60 Cell Lines Profile. Molecules 2020; 25:molecules25081766. [PMID: 32290461 PMCID: PMC7221881 DOI: 10.3390/molecules25081766] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Revised: 04/10/2020] [Accepted: 04/10/2020] [Indexed: 01/10/2023] Open
Abstract
Protein kinases play a pivotal role in signal transduction, protein synthesis, cell growth and proliferation. Their deregulation represents the basis of pathogenesis for numerous diseases such as cancer and pathologies with cardiovascular, nervous and inflammatory components. Protein kinases are an important target in the pharmaceutical industry, with 48 protein kinase inhibitors (PKI) already approved on the market as treatments for different afflictions including several types of cancer. The present work focuses on facilitating the identification of new PKIs with antitumoral potential through the use of data-mining and basic statistics. The National Cancer Institute (NCI) granted access to the results of numerous previously tested compounds on 60 tumoral cell lines (NCI-60 panel). Our approach involved analyzing the NCI database to identify compounds that presented similar growth inhibition (GI) profiles to that of existing PKIs, but different from approved oncologic drugs with other mechanisms of action, using descriptive statistics and statistical outliers. Starting from 34,000 compounds present in the database, we filtered 400 which displayed selective inhibition on certain cancer cell lines similar to that of several already-approved PKIs.
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25
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Zweifach A. The National Cancer Institute's Plated Compound Sets Can Be a Valuable Resource for Academic Researchers. SLAS DISCOVERY 2019; 25:2-6. [PMID: 31491345 DOI: 10.1177/2472555219873557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Academic researchers looking for material to screen may benefit from plated compound collections provided at no cost except shipping by the U.S. National Cancer Institute (NCI). Four plated sets are available, two of which comprise diverse synthetic compounds. These collections, of ~900 and ~1500 compounds, are a convenient size to screen without automated equipment, and a great deal of data about the compounds is available that increases their usefulness. Despite these positive attributes, the collections contain a relatively large number of compounds that are pan-assay interfering and nonspecific (PAINS) or may have other chemical liabilities. Our experience with the compound collections suggests that, perhaps because they contain PAINS and other compounds with liabilities, the collections will yield hits in many assays. This makes them a valuable resource for testing primary screens and follow-up workflows, but by the same token means that hits might not be attractive leads for further development. The NCI sets have a great deal of value for academic researchers as a source of material for early screening. It might be possible, however, to create a better collection specifically for this purpose. One possibility is to pool ~5000-10,000 carefully selected lead-like compounds into ~1000 wells. A collection like this might also generate hits in a wide variety of assays but avoid the downside of those hits often having liabilities.
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Affiliation(s)
- Adam Zweifach
- Department of Molecular and Cell Biology, University of Connecticut, Storrs, CT, USA
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26
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El-Wakil MH, El-Yazbi AF, Ashour HM, Khalil MA, Ismail KA, Labouta IM. Discovery of a novel DNA binding agent via design and synthesis of new thiazole hybrids and fused 1,2,4-triazines as potential antitumor agents: Computational, spectrometric and in silico studies. Bioorg Chem 2019; 90:103089. [DOI: 10.1016/j.bioorg.2019.103089] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Revised: 06/19/2019] [Accepted: 06/25/2019] [Indexed: 02/07/2023]
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27
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Cawrse BM, Robinson NM, Lee NC, Wilson GM, Seley-Radtke KL. Structural and Biological Investigations for a Series of N-5 Substituted Pyrrolo[3,2- d]pyrimidines as Potential Anti-Cancer Therapeutics. Molecules 2019; 24:E2656. [PMID: 31340431 PMCID: PMC6680647 DOI: 10.3390/molecules24142656] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 07/20/2019] [Accepted: 07/22/2019] [Indexed: 11/18/2022] Open
Abstract
Pyrrolo[3,2-d]pyrimidines have been studied for many years as potential lead compounds for the development of antiproliferative agents. Much of the focus has been on modifications to the pyrimidine ring, with enzymatic recognition often modulated by C2 and C4 substituents. In contrast, this work focuses on the N5 of the pyrrole ring by means of a series of novel N5-substituted pyrrolo[3,2-d]pyrimidines. The compounds were screened against the NCI-60 Human Tumor Cell Line panel, and the results were analyzed using the COMPARE algorithm to elucidate potential mechanisms of action. COMPARE analysis returned strong correlation to known DNA alkylators and groove binders, corroborating the hypothesis that these pyrrolo[3,2-d]pyrimidines act as DNA or RNA alkylators. In addition, N5 substitution reduced the EC50 against CCRF-CEM leukemia cells by up to 7-fold, indicating that this position is of interest in the development of antiproliferative lead compounds based on the pyrrolo[3,2-d]pyrimidine scaffold.
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Affiliation(s)
- Brian M Cawrse
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, MD 21250, USA
| | - Nia'mani M Robinson
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, MD 21250, USA
| | - Nina C Lee
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Gerald M Wilson
- Department of Biochemistry and Molecular Biology, University of Maryland School of Medicine, Baltimore, MD 21201, USA
| | - Katherine L Seley-Radtke
- Department of Chemistry and Biochemistry, University of Maryland, Baltimore County, Baltimore, MD 21250, USA.
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28
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King AP, Marker SC, Swanda RV, Woods JJ, Qian SB, Wilson JJ. A Rhenium Isonitrile Complex Induces Unfolded Protein Response-Mediated Apoptosis in Cancer Cells. Chemistry 2019; 25:9206-9210. [PMID: 31090971 DOI: 10.1002/chem.201902223] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Indexed: 12/31/2022]
Abstract
Complexes of the element Re have recently been shown to possess promising anticancer activity through mechanisms of action that are distinct from the conventional metal-based drug cisplatin. In this study, we report our investigations on the anticancer activity of the complex [Re(CO)3 (dmphen)(p-tol-ICN)]+ (TRIP) in which dmphen=2,9-dimethyl-1,10-phenanthroline and p-tol-ICN=para-tolyl isonitrile. TRIP was synthesized by literature methods and exhaustively characterized. This compound exhibited potent in vitro anticancer activity in a wide variety of cell lines. Flow cytometry and immunostaining experiments indicated that TRIP induces intrinsic apoptosis. Comprehensive biological mechanistic studies demonstrated that this compound triggers the accumulation of misfolded proteins, which causes endoplasmic reticulum (ER) stress, the unfolded protein response, and apoptotic cell death. Furthermore, TRIP induced hyperphosphorylation of eIF2α, translation inhibition, mitochondrial fission, and expression of proapoptotic ATF4 and CHOP. These results establish TRIP as a promising anticancer agent based on its potent cytotoxic activity and ability to induce ER stress.
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Affiliation(s)
- A Paden King
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Sierra C Marker
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, 14853, USA
| | - Robert V Swanda
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Joshua J Woods
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, 14853, USA.,Robert F. Smith School for Chemical and Biomolecular Engineering, Cornell University, Ithaca, NY, 14853, USA
| | - Shu-Bing Qian
- Division of Nutritional Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Justin J Wilson
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, 14853, USA
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29
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Bergamini FR, Nunes JH, de Carvalho MA, Ribeiro MA, de Paiva PP, Banzato TP, Ruiz AL, de Carvalho JE, Lustri WR, Martins DO, da Costa Ferreira AM, Corbi PP. Polynuclear copper(II) complexes with nalidixic acid hydrazones: Antiproliferative activity and selectivity assessment over a panel of tumor cells. Inorganica Chim Acta 2019. [DOI: 10.1016/j.ica.2018.09.084] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
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30
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Cortés-Ciriano I, Firth NC, Bender A, Watson O. Discovering Highly Potent Molecules from an Initial Set of Inactives Using Iterative Screening. J Chem Inf Model 2018; 58:2000-2014. [PMID: 30130102 DOI: 10.1021/acs.jcim.8b00376] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The versatility of similarity searching and quantitative structure-activity relationships to model the activity of compound sets within given bioactivity ranges (i.e., interpolation) is well established. However, their relative performance in the common scenario in early stage drug discovery where lots of inactive data but no active data points are available (i.e., extrapolation from the low-activity to the high-activity range) has not been thoroughly examined yet. To this aim, we have designed an iterative virtual screening strategy which was evaluated on 25 diverse bioactivity data sets from ChEMBL. We benchmark the efficiency of random forest (RF), multiple linear regression, ridge regression, similarity searching, and random selection of compounds to identify a highly active molecule in the test set among a large number of low-potency compounds. We use the number of iterations required to find this active molecule to evaluate the performance of each experimental setup. We show that linear and ridge regression often outperform RF and similarity searching, reducing the number of iterations to find an active compound by a factor of 2 or more. Even simple regression methods seem better able to extrapolate to high-bioactivity ranges than RF, which only provides output values in the range covered by the training set. In addition, examination of the scaffold diversity in the data sets used shows that in some cases similarity searching and RF require two times as many iterations as random selection depending on the chemical space covered in the initial training data. Lastly, we show using bioactivity data for COX-1 and COX-2 that our framework can be extended to multitarget drug discovery, where compounds are selected by concomitantly considering their activity against multiple targets. Overall, this study provides an approach for iterative screening where only inactive data are present in early stages of drug discovery in order to discover highly potent compounds and the best experimental set up in which to do so.
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Affiliation(s)
- Isidro Cortés-Ciriano
- Centre for Molecular Informatics, Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , United Kingdom
| | - Nicholas C Firth
- Centre for Medical Image Computing, Department of Computer Science , UCL , London WC1E 6BT , United Kingdom.,Evariste Technologies Ltd , Goring on Thames RG8 9AL , United Kingdom
| | - Andreas Bender
- Centre for Molecular Informatics, Department of Chemistry , University of Cambridge , Lensfield Road , Cambridge CB2 1EW , United Kingdom
| | - Oliver Watson
- Evariste Technologies Ltd , Goring on Thames RG8 9AL , United Kingdom
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31
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Vendrusculo V, de Souza VP, M Fontoura LA, M D'Oca MG, Banzato TP, Monteiro PA, Pilli RA, de Carvalho JE, Russowsky D. Synthesis of novel perillyl-dihydropyrimidinone hybrids designed for antiproliferative activity. MEDCHEMCOMM 2018; 9:1553-1564. [PMID: 30288229 PMCID: PMC6151448 DOI: 10.1039/c8md00270c] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Accepted: 07/27/2018] [Indexed: 12/29/2022]
Abstract
A series of fifteen novel dihydropyrimidinone hybrid compounds were synthesized in good yields via a multicomponent reaction combined with the Huisgen reaction. The antiproliferative activity was investigated against nine tumor cell lines, and four hybrid compounds (TGI < 10 μM) showed promising antiproliferative activity against the tumor cell lines OVCAR-3 (ovarian), UACC-62 (melanoma) and U251 (glioma). Several hybrid compounds assayed have high TGI values (TGI 147.92-507.82) for the human keratinocyte cell line (HaCat), which reveals selectivity to cancer cells.
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Affiliation(s)
- Vinicius Vendrusculo
- Instituto de Química , Universidade Federal do Rio Grande do Sul , Porto Alegre , RS , Brazil .
| | - Vanessa P de Souza
- Instituto de Química , Universidade Federal do Rio Grande do Sul , Porto Alegre , RS , Brazil .
| | - Luiz Antônio M Fontoura
- Fundação da Ciência e Tecnologia do Estado do Rio Grande do Sul , Porto Alegre , RS , Brazil
- PPGEMPS , Universidade Luterana do Brasil , Canoas , RS , Brazil
| | - Marcelo G M D'Oca
- Escola de Química e Alimentos , Universidade Federal do Rio Grande , Rio Grande , RS , Brazil
| | - Thais P Banzato
- Instituto de Biologia , Universidade Estadual Campinas , Campinas , SP , Brazil
- Centro de Pesquisas Químicas , Biológicas e Agrícolas , Universidade Estadual de Campinas , Campinas , SP , Brazil
| | - Paula A Monteiro
- Instituto de Biologia , Universidade Estadual Campinas , Campinas , SP , Brazil
- Centro de Pesquisas Químicas , Biológicas e Agrícolas , Universidade Estadual de Campinas , Campinas , SP , Brazil
| | - Ronaldo A Pilli
- Instituto de Química , Universidade Estadual de Campinas , Campinas , SP , Brazil
| | - João Ernesto de Carvalho
- Instituto de Biologia , Universidade Estadual Campinas , Campinas , SP , Brazil
- Centro de Pesquisas Químicas , Biológicas e Agrícolas , Universidade Estadual de Campinas , Campinas , SP , Brazil
| | - Dennis Russowsky
- Instituto de Química , Universidade Federal do Rio Grande do Sul , Porto Alegre , RS , Brazil .
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32
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Dawood M, Hamdoun S, Efferth T. Multifactorial Modes of Action of Arsenic Trioxide in Cancer Cells as Analyzed by Classical and Network Pharmacology. Front Pharmacol 2018; 9:143. [PMID: 29535630 PMCID: PMC5835320 DOI: 10.3389/fphar.2018.00143] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Accepted: 02/09/2018] [Indexed: 12/13/2022] Open
Abstract
Arsenic trioxide is a traditional remedy in Chinese Medicine since ages. Nowadays, it is clinically used to treat acute promyelocytic leukemia (APL) by targeting PML/RARA. However, the drug's activity is broader and the mechanisms of action in other tumor types remain unclear. In this study, we investigated molecular modes of action by classical and network pharmacological approaches. CEM/ADR5000 resistance leukemic cells were similar sensitive to As2O3 as their wild-type counterpart CCRF-CEM (resistance ratio: 1.88). Drug-resistant U87.MG ΔEGFR glioblastoma cells harboring mutated epidermal growth factor receptor were even more sensitive (collateral sensitive) than wild-type U87.MG cells (resistance ratio: 0.33). HCT-116 colon carcinoma p53-/- knockout cells were 7.16-fold resistant toward As2O3 compared to wild-type cells. Forty genes determining cellular responsiveness to As2O3 were identified by microarray and COMPARE analyses in 58 cell lines of the NCI panel. Hierarchical cluster analysis-based heat mapping revealed significant differences between As2O3 sensitive cell lines and resistant cell lines with p-value: 1.86 × 10-5. The genes were subjected to Galaxy Cistrome gene promoter transcription factor analysis to predict the binding of transcription factors. We have exemplarily chosen NF-kB and AP-1, and indeed As2O3 dose-dependently inhibited the promoter activity of these two transcription factors in reporter cell lines. Furthermore, the genes identified here and those published in the literature were assembled and subjected to Ingenuity Pathway Analysis for comprehensive network pharmacological approaches that included all known factors of resistance of tumor cells to As2O3. In addition to pathways related to the anticancer effects of As2O3, several neurological pathways were identified. As arsenic is well-known to exert neurotoxicity, these pathways might account for neurological side effects. In conclusion, the activity of As2O3 is not restricted to acute promyelocytic leukemia. In addition to PML/RARA, numerous other genes belonging to diverse functional classes may also contribute to its cytotoxicity. Network pharmacology is suited to unravel the multifactorial modes of action of As2O3.
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Affiliation(s)
| | | | - Thomas Efferth
- Department of Pharmaceutical Biology, Institute of Pharmacy and Biochemistry, Johannes Gutenberg University, Mainz, Germany
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33
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Kendur U, Chimmalagi GH, Patil SM, Gudasi KB, Frampton CS. Synthesis, structural characterization and biological evaluation of mononuclear transition metal complexes of zwitterionic dehydroacetic acid N
-aroylhydrazone ligand. Appl Organomet Chem 2018. [DOI: 10.1002/aoc.4278] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Umashri Kendur
- Department of Studies in Chemistry; Karnatak University; Dharwad 580003 Karnataka India
| | - Geeta H. Chimmalagi
- Department of Studies in Chemistry; Karnatak University; Dharwad 580003 Karnataka India
| | - Sunil M. Patil
- Department of Studies in Chemistry; Karnatak University; Dharwad 580003 Karnataka India
| | - Kalagouda B. Gudasi
- Department of Studies in Chemistry; Karnatak University; Dharwad 580003 Karnataka India
| | - Christopher S. Frampton
- Institute of Materials & Manufacturing, Wolfson Centre for Materials Processing; Brunel University; London Uxbridge UK
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34
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Design, synthesis and anticancer studies of novel aminobenzazolyl pyrimidines as tyrosine kinase inhibitors. Bioorg Chem 2018; 77:84-100. [PMID: 29342447 DOI: 10.1016/j.bioorg.2018.01.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 01/02/2018] [Accepted: 01/03/2018] [Indexed: 12/18/2022]
Abstract
Abnormal signalling from the Protein tyrosine kinases (PTKs) like receptor tyrosine kinases and intracellular tyrosine kinases can lead to diseases such as cancer especially non-small cell lung cancer, chronic myeloid leukaemia and gastrointestinal stromal tumours. Various Protein tyrosine kinase inhibitors are available but face poor bioavailability, severe toxicities and recent cases of drug-resistant cancers prompts for development of better drug molecules. In this study we report the design and development of a novel Protein Tyrosine Kinase (PTK) inhibitor on the basis of pharmacophore modelling. Compound 2-(benzo[d]oxazol-2-ylamino)-N-(2-chloro-4-fluorophenyl)-4-methyl-6-(3-nitrophenyl) pyrimidine-5-carboxamide 31 was obtained containing essential pharmacophore structural features. This compound exhibited highest activity against leukaemia cell line (RPMI-8226) at 0.7244 µM, renal cancer cell line (A498) at 0.8511 µM and prostate cancer cell line (PC-3) at 0.7932 µM on the NCI five dose assay test. The PTK assay provides promising activity at IC50 of 0.07 µM in the human breast cancer cell line MDA-MB-468. Compound 31 had good intermolecular interaction with PTK in the molecular docking studies, this ligand-enzyme complex was found to stable in the MM-PBSA study over 100 ns. It had 54.22% oral bioavailability with Tmax of 0.60 h which is higher compared to the dasatinib with bioavailability and Tmax of 14-34% and 1-1.42 h respectively. Anticancer action of 31 was found to be impressive in pharmacokinetic studies making it a potential lead molecule.
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35
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Konkankit CC, Marker SC, Knopf KM, Wilson JJ. Anticancer activity of complexes of the third row transition metals, rhenium, osmium, and iridium. Dalton Trans 2018; 47:9934-9974. [DOI: 10.1039/c8dt01858h] [Citation(s) in RCA: 153] [Impact Index Per Article: 25.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A summary of recent developments on the anticancer activity of complexes of rhenium, osmium, and iridium is described.
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Affiliation(s)
| | - Sierra C. Marker
- Department of Chemistry and Chemical Biology
- Cornell University
- Ithaca
- USA
| | - Kevin M. Knopf
- Department of Chemistry and Chemical Biology
- Cornell University
- Ithaca
- USA
| | - Justin J. Wilson
- Department of Chemistry and Chemical Biology
- Cornell University
- Ithaca
- USA
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36
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Du L, Risinger AL, Mitchell CA, You J, Stamps BW, Pan N, King JB, Bopassa JC, Judge SIV, Yang Z, Stevenson BS, Cichewicz RH. Unique amalgamation of primary and secondary structural elements transform peptaibols into potent bioactive cell-penetrating peptides. Proc Natl Acad Sci U S A 2017; 114:E8957-E8966. [PMID: 29073092 PMCID: PMC5664515 DOI: 10.1073/pnas.1707565114] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Mass-spectrometry-based metabolomics and molecular phylogeny data were used to identify a metabolically prolific strain of Tolypocladium that was obtained from a deep-water Great Lakes sediment sample. An investigation of the isolate's secondary metabolome resulted in the purification of a 22-mer peptaibol, gichigamin A (1). This peptidic natural product exhibited an amino acid sequence including several β-alanines that occurred in a repeating ααβ motif, causing the compound to adopt a unique right-handed 311 helical structure. The unusual secondary structure of 1 was confirmed by spectroscopic approaches including solution NMR, electronic circular dichroism (ECD), and single-crystal X-ray diffraction analyses. Artificial and cell-based membrane permeability assays provided evidence that the unusual combination of structural features in gichigamins conferred on them an ability to penetrate the outer membranes of mammalian cells. Compound 1 exhibited potent in vitro cytotoxicity (GI50 0.55 ± 0.04 µM) and in vivo antitumor effects in a MIA PaCa-2 xenograft mouse model. While the primary mechanism of cytotoxicity for 1 was consistent with ion leakage, we found that it was also able to directly depolarize mitochondria. Semisynthetic modification of 1 provided several analogs, including a C-terminus-linked coumarin derivative (22) that exhibited appreciably increased potency (GI50 5.4 ± 0.1 nM), but lacked ion leakage capabilities associated with a majority of naturally occurring peptaibols such as alamethicin. Compound 22 was found to enter intact cells and induced cell death in a process that was preceded by mitochondrial depolarization.
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Affiliation(s)
- Lin Du
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
- Natural Products Discovery Group, Institute for Natural Products Applications and Research Technologies, University of Oklahoma, Norman, OK 73019-5251
| | - April L Risinger
- Department of Pharmacology, University of Texas Health Science Center, San Antonio, TX 78229
- Cancer Therapy & Research Center, University of Texas Health Science Center, San Antonio, TX 78229
| | - Carter A Mitchell
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
- Natural Products Discovery Group, Institute for Natural Products Applications and Research Technologies, University of Oklahoma, Norman, OK 73019-5251
| | - Jianlan You
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
- Natural Products Discovery Group, Institute for Natural Products Applications and Research Technologies, University of Oklahoma, Norman, OK 73019-5251
| | - Blake W Stamps
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019-5251
| | - Ning Pan
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
| | - Jarrod B King
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
- Natural Products Discovery Group, Institute for Natural Products Applications and Research Technologies, University of Oklahoma, Norman, OK 73019-5251
| | - Jean C Bopassa
- Department of Physiology, School of Medicine, University of Texas Health Science Center, San Antonio, TX 78229
| | - Susan I V Judge
- Department of Biochemistry, High Throughput Screening Facility, Center for Innovative Drug Discovery, University of Texas Health Science Center, San Antonio, TX 78229
- CytoBioscience Incorporated, San Antonio, TX 78229
| | - Zhibo Yang
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
| | - Bradley S Stevenson
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251
- Department of Microbiology and Plant Biology, University of Oklahoma, Norman, OK 73019-5251
| | - Robert H Cichewicz
- Department of Chemistry and Biochemistry, Stephenson Life Sciences Research Center, University of Oklahoma, Norman, OK 73019-5251;
- Natural Products Discovery Group, Institute for Natural Products Applications and Research Technologies, University of Oklahoma, Norman, OK 73019-5251
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37
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Siddiqui-Jain A, Hoj JP, Hargiss JB, Hoj TH, Payne CJ, Ritchie CA, Herron SR, Quinn C, Schuler JT, Hansen MDH. Pyridine-pyrimidine amides that prevent HGF-induced epithelial scattering by two distinct mechanisms. Bioorg Med Chem Lett 2017; 27:3992-4000. [PMID: 28780159 DOI: 10.1016/j.bmcl.2017.07.063] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 07/20/2017] [Accepted: 07/24/2017] [Indexed: 11/25/2022]
Abstract
Stimulation of cultured epithelial cells with scatter factor/hepatocyte growth factor (HGF) results in individual cells detaching and assuming a migratory and invasive phenotype. Epithelial scattering recapitulates cancer progression and studies have implicated HGF signaling as a driver of cancer metastasis. Inhibitors of HGF signaling have been proposed to act as anti-cancer agents. We previously screened a small molecule library for compounds that block HGF-induced epithelial scattering. Most hits identified in this screen exhibit anti-mitotic properties. Here we assess the biological mechanism of a compound that blocks HGF-induced scattering with limited anti-mitotic activity. Analogs of this compound have one of two distinct activities: inhibiting either cell migration or cell proliferation with cell cycle arrest in G2/M. Each activity bears unique structure-activity relationships. The mechanism of action of anti-mitotic compounds is by inhibition of microtubule polymerization; these compounds entropically and enthalpically bind tubulin in the colchicine binding site, generating a conformational change in the tubulin dimer.
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Affiliation(s)
- Adam Siddiqui-Jain
- Frost Biologic, Inc., 5201 South Green St., Suite 160, Salt Lake City, UT 84123, USA
| | - Jacob P Hoj
- Frost Biologic, Inc., 5201 South Green St., Suite 160, Salt Lake City, UT 84123, USA
| | - J Blade Hargiss
- Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA
| | - Taylor H Hoj
- Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA
| | - Carter J Payne
- Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA
| | - Collin A Ritchie
- Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA
| | | | | | - Jeffrey T Schuler
- Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA
| | - Marc D H Hansen
- Frost Biologic, Inc., 5201 South Green St., Suite 160, Salt Lake City, UT 84123, USA; Department of Physiology and Developmental Biology, Brigham Young University, 4005 LSB, Provo, UT 84602, USA.
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38
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Kryshchyshyn AP, Atamanyuk DV, Kaminskyy DV, Grellier P, Lesyk RB. Investigation of anticancer and anti-parasitic activity of thiopyrano[2,3-d]thiazoles bearing norbornane moiety. ACTA ACUST UNITED AC 2017. [DOI: 10.7124/bc.00094f] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
| | | | | | - Ph. Grellier
- National Museum of Natural History, UMR 7245 CNRS MCAM, Sorbonne UniversitГ©s
| | - R. B. Lesyk
- Danylo Halytsky Lviv National Medical University
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39
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Nunes JHB, Bergamini FR, Lustri WR, de Paiva PP, Ruiz ALT, de Carvalho JE, Corbi PP. Synthesis, characterization and in vitro biological assays of a silver(I) complex with 5-fluorouracil: A strategy to overcome multidrug resistant tumor cells. J Fluor Chem 2017. [DOI: 10.1016/j.jfluchem.2017.01.016] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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40
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Rossington SB, Hadfield JA, Shnyder SD, Wallace TW, Williams KJ. Tubulin-binding dibenz[c,e]oxepines: Part 2. Structural variation and biological evaluation as tumour vasculature disrupting agents. Bioorg Med Chem 2017; 25:1630-1642. [PMID: 28143677 DOI: 10.1016/j.bmc.2017.01.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2016] [Revised: 01/11/2017] [Accepted: 01/17/2017] [Indexed: 02/07/2023]
Abstract
5,7-Dihydro-3,9,10,11-tetramethoxybenz[c,e]oxepin-4-ol 1, prepared from a dibenzyl ether precursor via Pd-catalysed intramolecular direct arylation, possesses broad-spectrum in vitro cytotoxicity towards various tumour cell lines, and induces vascular shutdown, necrosis and growth delay in tumour xenografts in mice at sub-toxic doses. The biological properties of 1 and related compounds can be attributed to their ability to inhibit microtubule assembly at the micromolar level, by binding reversibly to the same site of the tubulin αβ-heterodimer as colchicine 2 and the allocolchinol, N-acetylcolchinol 4.
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Affiliation(s)
- Steven B Rossington
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, UK
| | - John A Hadfield
- School of Environment and Life Sciences, University of Salford, Salford M5 4WT, UK
| | - Steven D Shnyder
- Institute of Cancer Therapeutics, University of Bradford, Richmond Road, Bradford BD7 1DP, UK
| | - Timothy W Wallace
- School of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, UK.
| | - Kaye J Williams
- Manchester Pharmacy School, University of Manchester, Oxford Road, Manchester M13 9PT, UK
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41
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Laxmi SV, Anil P, Rajitha G, Rao AJ, Crooks PA, Rajitha B. Synthesis of thiazolidine-2,4-dione derivatives: anticancer, antimicrobial and DNA cleavage studies. J Chem Biol 2016; 9:97-106. [PMID: 27698947 DOI: 10.1007/s12154-016-0154-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2016] [Accepted: 07/05/2016] [Indexed: 01/08/2023] Open
Abstract
In the search of efficient anticancer agents, here, new 5-(4-alkylbenzyledene)thiazolidine-2,4-dione derivatives (5a-g) have been successfully synthesized and characterized and are evaluated for anticancer and antimicrobial activities using DNA cleavage studies. In vitro studies on anticancer activity of compound 5d (NSC: 768619/1) was done against the full panel of 60 human tumor cell lines. The five-level dose activity results revealed that, the compound 5d was active against all the cell lines, it has shown potential activity against leukemia SR (GI50: 2.04 μM), non-small cell lung cancer NCI-H522 (GI50: 1.36 μM), colon cancer COLO 205 (GI50: 1.64 μM), CNS cancer SF-539 (GI50: 1.87 μM), melanoma SK-MEL-2 (GI50: 1.64 μM), ovarian cancer OVCAR-3 (GI50: 1.87 μM), renal cancer RXF 393 (GI50: 1.15 μM), prostate cancer PC-3 (GI50: 1.90 μM), and breast cancer MDA-MB-468(GI50: 1.11 μM). DNA cleavage studies revealed that at 50 μg/mL concentration, partial DNA digestion was observed and when the concentration is increasing to threefold (150 μg/mL), complete linear DNA digestion and partial supercoiled DNA digestion was observed. Further antimicrobial studies indicate that all the synthesized compounds except compound 5a possess prominent activity against all the screened microbial species. This study throws a ray of light in the field of anticancer drugs.
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Affiliation(s)
- S Vijaya Laxmi
- Department of Chemistry, K L University, Guntur, 522502 India
| | - P Anil
- Department of Chemistry, K L University, Guntur, 522502 India
| | - G Rajitha
- Department of Chemistry, National Institute of Technology, Warangal, 506004 India
| | - Asha Jyothi Rao
- Department of Zoology, Bhavan's College, Andheri(W), Mumbai, 400058 India
| | - Peter A Crooks
- Department of Pharmaceutical Sciences, College of Pharmacy, University of Arkansas for medical Sciences, Little Rock, AR 72205 USA
| | - B Rajitha
- Department of Chemistry, National Institute of Technology, Warangal, 506004 India
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42
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Zhou B, Yu X, Zhuang C, Villalta P, Lin Y, Lu J, Xing C. Unambiguous Identification of β-Tubulin as the Direct Cellular Target Responsible for the Cytotoxicity of Chalcone by Photoaffinity Labeling. ChemMedChem 2016; 11:1436-45. [PMID: 27203512 DOI: 10.1002/cmdc.201600150] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2016] [Revised: 04/12/2016] [Indexed: 12/25/2022]
Abstract
Chalcone is a simple and potentially privileged structure in medicinal chemistry with a diverse repertoire of biological activities, among which cytotoxicity is of particular interest. The sharp structure-activity relationship (SAR) for chalcone's cytotoxicity suggests structure-specific target interactions. Despite the numerous putative targets proposed, evidence for direct target interactions in cells is unavailable. In this study, guided by the sharp cytotoxic SAR, we developed a cytotoxic chalcone-based photoaffinity labeling (PAL) probe, (E)-3-(3-azidophenyl)-1-[3,5-dimethoxy-4-(prop-2-yn-1-yloxy)phenyl]-2-methylprop-2-en-1-one (C95; IC50 : 0.38±0.01 μm), along with two structurally similar non-cytotoxic probes. These probes were used to search for the direct cellular target responsible for chalcone's cytotoxicity through intact cell-based PAL experiments, in which β-tubulin was identified to specifically interact with the cytotoxic probe (i.e., C95) but not the non-cytotoxic probes. A set of phenotypical and biochemical assays further reinforced β-tubulin as the cytotoxic target of chalcones. Peptide mass quantitation by mass spectrometric analysis revealed one peptide potentially labeled by C95, providing information on chalcone's binding site on β-tubulin.
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Affiliation(s)
- Bo Zhou
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA
| | - Xingxin Yu
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA.,Shanghai Key Laboratory of New Drug Design, School of Pharmacy, East China University of Science and Technology, Shanghai, 200237, China
| | - Chunlin Zhuang
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA. .,Research Center for Marine Drugs, School of Pharmacy, Second Military Medical University, 325 Guohe Road, Shanghai, 200433, China.
| | - Peter Villalta
- Masonic Cancer Center, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA
| | - Yong Lin
- Molecular Biology and Lung Cancer Program, Lovelace Respiratory Research Institute, Albuquerque, NM, 87108, USA
| | - Junxuan Lu
- Department of Pharmacology and Cancer Institute, Penn State University College of Medicine, Hershey, PA, 17033, USA
| | - Chengguo Xing
- Department of Medicinal Chemistry, College of Pharmacy, University of Minnesota, 2231 6th Street SE, Minneapolis, MN, 55455, USA.
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43
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Jing H, Hu J, He B, Negrón Abril YL, Stupinski J, Weiser K, Carbonaro M, Chiang YL, Southard T, Giannakakou P, Weiss RS, Lin H. A SIRT2-Selective Inhibitor Promotes c-Myc Oncoprotein Degradation and Exhibits Broad Anticancer Activity. Cancer Cell 2016; 29:297-310. [PMID: 26977881 PMCID: PMC4811675 DOI: 10.1016/j.ccell.2016.02.007] [Citation(s) in RCA: 154] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2015] [Revised: 07/03/2015] [Accepted: 02/08/2016] [Indexed: 12/23/2022]
Abstract
Targeting sirtuins for cancer treatment has been a topic of debate due to conflicting reports and lack of potent and specific inhibitors. We have developed a thiomyristoyl lysine compound, TM, as a potent SIRT2-specific inhibitor with a broad anticancer effect in various human cancer cells and mouse models of breast cancer. Mechanistically, SIRT2 inhibition promotes c-Myc ubiquitination and degradation. The anticancer effect of TM correlates with its ability to decrease c-Myc level. TM had limited effects on non-cancerous cells and tumor-free mice, suggesting that cancer cells have an increased dependency on SIRT2 that can be exploited for therapeutic benefit. Our studies demonstrate that SIRT2-selective inhibitors are promising anticancer agents and may represent a general strategy to target certain c-Myc-driven cancers.
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Affiliation(s)
- Hui Jing
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Jing Hu
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Bin He
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | | | - Jack Stupinski
- Department of Biomedical Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Keren Weiser
- Division of Hematology & Medical Oncology, Weill Medical College of Cornell University, 1300 York Avenue, C610C, New York, NY 10065-4896, USA
| | - Marisa Carbonaro
- Division of Hematology & Medical Oncology, Weill Medical College of Cornell University, 1300 York Avenue, C610C, New York, NY 10065-4896, USA
| | - Ying-Ling Chiang
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA
| | - Teresa Southard
- Department of Biomedical Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Paraskevi Giannakakou
- Division of Hematology & Medical Oncology, Weill Medical College of Cornell University, 1300 York Avenue, C610C, New York, NY 10065-4896, USA
| | - Robert S Weiss
- Department of Biomedical Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Hening Lin
- Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA; Howard Hughes Medical Institute, Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY 14853, USA.
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44
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Kumbhare RM, Dadmal TL, Kumar D, Ramaiah MJ, Kota A, Chowdhury D, Appalanaidu K, Rao YK, Hyder S, Devi TA, Bhadra MP. Fluorinated thiazolidinols cause cell death in A549 lung cancer cells via PI3K/AKT/mTOR and MAPK/ERK signalling pathways. MEDCHEMCOMM 2016. [DOI: 10.1039/c5md00603a] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Fluorinated thiazolidinols cause A549 lung cancer cell death by acting via PI3K/Akt/mTOR and MEK/ERK pathways.
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Affiliation(s)
| | - Tulshiram L. Dadmal
- Fluoroorganic Division
- Indian Institute of Chemical Technology
- Hyderabad
- India
- Government of Maharashtra's
| | - Dinesh Kumar
- Centre for Chemical Biology
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - M. Janaki Ramaiah
- School of Chemical and Biotechnology
- Sastra University
- Thanjavur-613402
- India
| | - Anudeep Kota
- Centre for Chemical Biology
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - Debabrata Chowdhury
- Centre for Chemical Biology
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - K. Appalanaidu
- Fluoroorganic Division
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - Y. Khageswara Rao
- Fluoroorganic Division
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - Sayyad Hyder
- Fluoroorganic Division
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - T. Anjana Devi
- Centre for Chemical Biology
- Indian Institute of Chemical Technology
- Hyderabad
- India
| | - Manika Pal Bhadra
- Centre for Chemical Biology
- Indian Institute of Chemical Technology
- Hyderabad
- India
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45
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Luzina EL, Popov AV. Synthesis of 3,3,3-trifluoroethyl isocyanate, carbamate and ureas. Anticancer activity evaluation of N-(3,3,3-trifluoroethyl)- N'-substituted ureas. J Fluor Chem 2015. [PMID: 26213416 DOI: 10.1016/j.jfluchem.2015.06.005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
A new method is described for producing 3,3,3-trifluoroethyl isocyanate from perfluoroisobutene (PFIB). Isocyanate was used for synthesis of carbamates and ureas. A series of trifluoroethyl-substituted ureas has been tested in the National Cancer Institute (NCI, Bethesda, USA) by the NCI-60 DTP Human Tumor Cell Line Screening Program at a single high dose (10-5 M). The moderate anticancer activity was shown against some types of cancer on the individual human cell lines for leukemia, non-small cell lung cancer and renal cancer.
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Affiliation(s)
- Elena L Luzina
- Institute of Physiologically Active Compounds, Severnyi pr. 1, Chernogolovka, Moscow region, 142432, Russia
| | - Anatoliy V Popov
- University of Pennsylvania, Perelman School of Medicine, Department of Radiology, 3620 Hamilton Walk, Philadelphia, PA 19104, USA
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46
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Elkamhawy A, Al-Sanea MM, Song C, Sim T, Roh EJ. Design and Synthesis of New [1,2,3]Triazolo[4,5-d]pyrimidine Derivatives as Potential Antiproliferative Agents. B KOREAN CHEM SOC 2015. [DOI: 10.1002/bkcs.10363] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Ahmed Elkamhawy
- Chemical Kinomics Research Center; Korea Institute of Science and Technology (KIST); Seoul 136-791 South Korea
- Department of Biological Chemistry; Korea University of Science and Technology (UST); Daejeon 305-350 South Korea
| | - Mohammad M. Al-Sanea
- Chemical Kinomics Research Center; Korea Institute of Science and Technology (KIST); Seoul 136-791 South Korea
- Department of Biological Chemistry; Korea University of Science and Technology (UST); Daejeon 305-350 South Korea
| | - Chiman Song
- Chemical Kinomics Research Center; Korea Institute of Science and Technology (KIST); Seoul 136-791 South Korea
| | - Taebo Sim
- Chemical Kinomics Research Center; Korea Institute of Science and Technology (KIST); Seoul 136-791 South Korea
- Department of Biological Chemistry; Korea University of Science and Technology (UST); Daejeon 305-350 South Korea
| | - Eun Joo Roh
- Chemical Kinomics Research Center; Korea Institute of Science and Technology (KIST); Seoul 136-791 South Korea
- Department of Biological Chemistry; Korea University of Science and Technology (UST); Daejeon 305-350 South Korea
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47
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Al-Sanea MM, Elkamhawy A, Zakaria A, Park BS, Kwon Y, Lee SH, Lee SW, Kim IT. Synthesis and in vitro screening of phenylbipyridinylpyrazole derivatives as potential antiproliferative agents. Molecules 2015; 20:1031-45. [PMID: 25584833 PMCID: PMC6272331 DOI: 10.3390/molecules20011031] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2014] [Accepted: 01/04/2015] [Indexed: 11/16/2022] Open
Abstract
A series of phenylbipyridinylpyrazoles was synthesized through the reaction of 2-(4-(2-chloropyridin-4-yl)-3-(3-methoxy-5-methylphenyl)-1H-pyrazol-1-yl)acetonitrile (4) with different 6-substituted pyridine-3-ylboronic acids. The final compounds 5a–j were screened at 10 µM against over 60 tumor cell lines at the U.S. National Cancer Institute (NCI). In light of the NCI results, compounds 5c and 5h showed a broad spectrum of activity against NCI cell lines with mean growth of 53% and 58%, respectively. Compound 5e behaved differently as it showed high degree of selectivity and potency by inhibiting 96% of growth of leukemia SR cell line at 10 µM. Standard COMPARE analyses were performed at the GI50 level and the results exhibit high correlation in the form of pairwise correlation coefficient (PCC) of more than 0.6 between three of the current compounds and three standard known anticancer agents. Compound 5e demonstrated high correlation levels with merbarone (NSC S336628) with a PCC value of 0.631. Compound 5h showed a considerably high PCC value of 0.626 with dichloroallyl lawsone, while compound 5i, showed PCC values of 0.601 and 0.604 with both dichloroallyl lawsone and N,N-dibenzyldaunomycin (NSC S268242), respectively. These three standard agents have anticancer activity via two major mechanism of actions, inhibition of topoisomerase II and inhibition of biosynthesis of pyrimidine nucleotides, therefore, compounds 5a–j are promising therapeutic agents for targeting different human malignancies. Prediction of drug-likeness and toxicity of these newly synthesized derivatives were also considered.
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Affiliation(s)
- Mohammad M Al-Sanea
- Chemical Kinomics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seongbuk-gu, Seoul 136-791, Korea.
| | - Ahmed Elkamhawy
- Chemical Kinomics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seongbuk-gu, Seoul 136-791, Korea.
| | - Ahmed Zakaria
- Chemical Kinomics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seongbuk-gu, Seoul 136-791, Korea.
| | - Byung Sun Park
- Chemical Kinomics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seongbuk-gu, Seoul 136-791, Korea.
| | - Youngjoo Kwon
- College of Pharmacy and Graduate School of Pharmaceutical Sciences, Ewha Womans University, Seoul 120-750, Korea.
| | - So Ha Lee
- Chemical Kinomics Research Center, Korea Institute of Science and Technology, Hwarangno 14-gil 5, Seongbuk-gu, Seoul 136-791, Korea.
| | - Sang Woo Lee
- Department of Chemistry, Kwangwoon University, Seoul 139-701, Korea.
| | - In Tae Kim
- Department of Chemistry, Kwangwoon University, Seoul 139-701, Korea.
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48
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Gali R, Banothu J, Gondru R, Bavantula R, Velivela Y, Crooks PA. One-pot multicomponent synthesis of indole incorporated thiazolylcoumarins and their antibacterial, anticancer and DNA cleavage studies. Bioorg Med Chem Lett 2015; 25:106-12. [DOI: 10.1016/j.bmcl.2014.10.100] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2014] [Revised: 10/27/2014] [Accepted: 10/31/2014] [Indexed: 12/01/2022]
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49
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Luzina EL, Popov AV. Synthesis and anticancer activity evaluation of 3,4-mono- and bicyclosubstituted N-(het)aryl trifluoromethyl succinimides. J Fluor Chem 2014; 168:121-127. [PMID: 25400294 DOI: 10.1016/j.jfluchem.2014.09.019] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Novel trifluoromethylated mono- and bicyclic succinimides derived from trifluoromethylmaleic anhydride were synthesized using cyclopentadiene or 2,3-dimethylbutadiene and (het)arylamines. The biological activity of these compounds was evaluated using prediction methods and experimental studies. This series of new trifluoromethyl succinimides (3a,b and 6a-c) were tested by the National Cancer Institute (NCI, Bethesda, USA) by Program NCI-60 DTP Human Tumor Cell Line Screen at a single high dose (10-5 M). Imides revealed activity on Leukemia cell lines (RPMI-8226 - myeloma cell line), Non-Small Cell Lung Cancer cell lines (A549/ATCC - lung carcinoma epithelial cells) and Renal cancer cell lines (A498 and SN12C).
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Affiliation(s)
- Elena L Luzina
- Institute of Physiologically Active Compounds, Severnyi pr. 1, Chernogolovka, Moscow region, 142432, Russia
| | - Anatoliy V Popov
- University of Pennsylvania, Perelman School of Medicine, Department of Radiology, 3620 Hamilton Walk, Philadelphia, PA 19104, USA
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50
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Wassermann AM, Lounkine E, Davies JW, Glick M, Camargo LM. The opportunities of mining historical and collective data in drug discovery. Drug Discov Today 2014; 20:422-34. [PMID: 25463034 DOI: 10.1016/j.drudis.2014.11.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2014] [Revised: 10/21/2014] [Accepted: 11/10/2014] [Indexed: 12/26/2022]
Abstract
Vast amounts of bioactivity data have been generated for small molecules across public and corporate domains. Biological signatures, either derived from systematic profiling efforts or from existing historical assay data, have been successfully employed for small molecule mechanism-of-action elucidation, drug repositioning, hit expansion and screening subset design. This article reviews different types of biological descriptors and applications, and we demonstrate how biological data can outlive the original purpose or project for which it was generated. By comparing 150 HTS campaigns run at Novartis over the past decade on the basis of their active and inactive chemical matter, we highlight the opportunities and challenges associated with cross-project learning in drug discovery.
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Affiliation(s)
- Anne Mai Wassermann
- In Silico Lead Discovery, Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA.
| | - Eugen Lounkine
- In Silico Lead Discovery, Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - John W Davies
- In Silico Lead Discovery, Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - Meir Glick
- In Silico Lead Discovery, Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA
| | - L Miguel Camargo
- In Silico Lead Discovery, Novartis Institutes for Biomedical Research, 250 Massachusetts Avenue, Cambridge, MA 02139, USA.
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