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Synthesis of chalcones with antiproliferative activity on the SH-SY5Y neuroblastoma cell line: Quantitative Structure–Activity Relationship Models

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Abstract

Chalcones are a group of molecules with a broad spectrum of biological activities, being especially appealing for their antiproliferative effects on several cancer cell lines. For this reason, we synthesized 23 chalcones with good to excellent yields and assessed their effect on the viability of the SH-SY5Y neuroblastoma cell line and on primary human fibroblasts. The results indicated that 18 of these compounds were more active than 5-fluorouracil in the cancer cell line and one of them was more selective than this reference drug. To identify structural features related to the antiproliferative activity of these compounds, as well as, the selectivity on the cancer cell line, a 2D-QSAR analysis was performed. The QSAR model (q2 = 0.803; r2 = 0.836) showed that lipophilicity (CLogP) is the most important factor to increase their cytotoxicity on the cancer cell line. On the other hand, the selectivity QSAR model (q2 = 0.917; r2 = 0.916) showed that changes in the Mulliken’s charge of the carbonyl group and at the C4’ position in the chalcone core can increase the selectivity for SH-SY5Y cell line compared to normal fibroblasts.

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References

  • Agrawal A (2011) Pharmacological activities of flavonoids: a review. Int J Pharm Sci Nanotech 4:1394–1398

    Google Scholar 

  • Ahmed SA, Gogal Jr. RM, Walsh JE (1994) A new rapid and simple non-radioactive assay to monitor and determine the proliferation of lymphocytes: an alternative to [3H]thymidine incorporation assay. J Immunol Methods 170:211–224

    Article  CAS  Google Scholar 

  • Alegaon SG, Algawadi KR, Vinod D, Unger B, Khatib NA (2014) Synthesis, pharmacophore modeling, and cytotoxic activity of 2-thioxothiazolidin-4-one derivatives. Med Chem Res 23:5160–5173

    Article  CAS  Google Scholar 

  • Anto RJ, Kutaan G, Kuttan R, Sathyanarayana K, Rao MNA (1994) Tumor-reducing and antioxidant activities of sydnone-substituted chalcones. J Clin Biochem Nutr 17:73–80

    Article  CAS  Google Scholar 

  • Avila HP, Smania EDA, Delle Monache F, Junior AS (2008) Structure-activity relationship of antibacterial chalcones. Bioorgan Med Chem 16:9790–9794

    Article  CAS  Google Scholar 

  • Barua N, Sarmah P, Hussain I, Deka RC, Buragohain AK (2012) DFT-based QSAR models to predict the antimycobacterial activity of chalcones. Chem Biol Drug Des 79:553–559

    Article  CAS  Google Scholar 

  • Batovska D, Parushev S, Slavova A, Bankova V, Tsvetkova I, Ninova M, Najdenski H (2007) Study on the substituents’ effects of a series of synthetic chalcones against the yeast Candida albicans. Eur J Med Chem 42:87–92

    Article  CAS  Google Scholar 

  • Boiani M, Cerecetto H, Gonzalez M (2004) Cytotoxicity of furoxans: quantitative structure-activity relationships study. Farmaco 59:405–412

    Article  CAS  Google Scholar 

  • Bultinck P, De Winter H, Langenaeker W, Tollenaere JP (2004) Computational. Medicinal Chemistry for Drug Discovery USA. Marcel Dekker, Marcel Dekker, pp 295–322

    Google Scholar 

  • Chan K, Jensen NS, Silber PM, O’Brien PJ (2007) Structure-activity relationships for halobenzene induced cytotoxicity in rat and human hepatocytes. Chem Biol Interact 165:165–174

    Article  CAS  Google Scholar 

  • Ҫitişh V, Dodurga Y, Eroğlu C, Seҫme M, Avci CB, Şatiroğlu-Tufan NL (2015) Temozolomide may induce cell cycle arrest by interacting with URG4/URGCP in SH-SY5Y neuroblastoma cells. Tumor Biol. 36:6765–6772

    Article  Google Scholar 

  • Conrad J, Forster-Fromme B, Constantin MA, Ondrus V, Mika S, Mert-Balci F, Klaiber I, Pfannstiel J, Moller W, Rosner H, Forster-Fromme KBeifuss U (2009) Flavonoid glucuronides and a chromone from the aquatic macrophyte stratiotes aloides. J Nat Prod 72:835–840

    Article  CAS  Google Scholar 

  • Dodurga Y, Gundogdu G, Tekin V, Koc T, Satiroglu-Tufan NL, Bagci G, Kucukatay V (2014) Valproic acid inhibits the proliferation of SHSY5Y neuroblastoma cancer cells by downregulating URG4/URGCP and CCND1 gene expression. Mol Biol Rep 41:4595–4599

    Article  CAS  Google Scholar 

  • Gharib A, Pesyan NN, Jahangir M, Roshani M, Scheeren JW (2013) A catalytic crossed-aldol condensation of ketones with aromatic and non-aromatic aldehydes by silica supported Preyssler heteropOlyacids catalyst. Bulg Chem Com 45:314–325

    CAS  Google Scholar 

  • Golbraikh A, Tropsha A (2002) Beware of q2! J Mol Graph Model 20:269–276

    Article  CAS  Google Scholar 

  • Frisch MJ, Trucks GW, Schlegel HB, Gonzalez C, Pople JA (2004) Gaussian 03, Revision C.02. Gaussian, Inc, Wallingford CT

    Google Scholar 

  • Hu QF, Niu DY, Wang SJ, Qin YH, Yang ZY, Zhao GL, Yang ZX, Gao XM, Chen ZY (2014) New flavones from garcinia bracteata and their biological activities. Chem Nat Com 50:985–988

    Article  CAS  Google Scholar 

  • Itokawa H, Totsuka N, Nakahara K, Maezuru M, Takeya K, Kondo M, Inamatsu M, Morita H (1989) A quantitative structure activity relationship for antitumor-activity of long-chain phenols from Ginkgo-Biloba L. Chem Pharm Bull 37:1619–1621

    Article  CAS  Google Scholar 

  • Kadam SS, Mahandik KR, Bothara KG (2007) Principles of medicinal chemistry. Nirali Prakashan, Pune, India

    Google Scholar 

  • Kamal A, Prabhakar S, Janaki Ramaiah M, Venkat Reddy P, Ratna Reddy C, Mallareddy A, Shankaraiah N, Lakshmi Narayan Reddy T, Pushpavalli SN, Pal-Bhadra M (2011) Synthesis and anticancer activity of chalcone-pyrrolobenzodiazepine conjugates linked via 1,2,3-triazole ring side-armed with alkane spacers. Eur J Med Chem 46:3820–3831

    Article  CAS  Google Scholar 

  • Karcher W, Devillers J (1990) Practical applications of quantitative structure – activity relationships (QSAR) on environmental chemistry and toxicology. Kluwer Academic Publisher, Italy

    Google Scholar 

  • Kubinyi H (1993) QSAR: Hansch analysis and related approaches. Weinheim, Alemania, Editorial VCH

  • Kumar A, Akanksha (2007) Zirconium chloride catalyzed efficient synthesis of 1,3-diaryl-2-propenones in solvent free conditions via aldol condensation*. J Mol Catal A-Chem 274:212–216

    Article  CAS  Google Scholar 

  • Kupcewicz B, Jarzecki AA, Malecka M, Krajewska U, Rozalski M (2014) Cytotoxic activity of substituted chalcones in terms of molecular electronic properties. Bioorg Med Chem Lett 24:4260–4265

    Article  CAS  Google Scholar 

  • Lessa JA, Mendes IC, da Silva PRO, Soares MA, dos Santos RG, Speziali NL, Romeiro NC, Barreiro EJ, Beraldo H (2010) 2-Acetylpyridine thiosemicarbazones: Cytotoxic activity in nanomolar doses against malignant gliomas. Eur J Med Chem 45:5671–5677

    Article  CAS  Google Scholar 

  • Liu X, Go ML (2007) Antiproliferative activity of chalcones with basic functionalities. Bioorg Med Chem 15:7021–7034

    Article  CAS  Google Scholar 

  • Lopez JM, Ensuncho AE, Robles JR (2013) Global and local reactivity descriptors for the design of new anticancer drugs based on cis-platinum(Ii). Quim Nova 36:1308–U1278

    Article  CAS  Google Scholar 

  • Luo Y, Song R, Li Y, Zhang S, Liu ZJ, Fu J, Zhu HL (2012) Design, synthesis, and biological evaluation of chalcone oxime derivatives as potential immunosuppressive agents. Bioorg Med Chem Lett 22:3039–3043

    Article  CAS  Google Scholar 

  • Matysiak J (2007) Evaluation of electronic, lipophilic and membrane affinity effects on antiproliferative activity of 5-substituted-2-(2,4-dihydroxyphenyl)-1,3,4-thiadiazoles against various human cancer cells. Eur J Med Chem 42:940–947

    Article  CAS  Google Scholar 

  • Matysiak J (2008) QSAR of antiproliferative activitv of N-substituted 2-amino-5-(2,4-dihydroxyphenyl)-1,3,4-thiadiazoles in various human cancer cells. Qsar Comb Sci 27:607–617

    Article  CAS  Google Scholar 

  • Mellado M, Madrid A, Martinez U, Mella J, Salas CO, Cuellar M (2018) Hansch’s analysis application to chalcone synthesis by Claisen-Schmidt reaction based in DFT methodology. Chem Pap 72:703–709

    Article  CAS  Google Scholar 

  • Montana AM, Batalla C (2009) The rational design of anticancer platinum complexes: The importance of the structure-activity relationship. Curr Med Chem 16:2235–2260

    Article  CAS  Google Scholar 

  • Moon DO, Kim MO, Choi YH, Hyun JW, Chang WY, Kim GY (2010) Butein induces G(2)/M phase arrest and apoptosis in human hepatoma cancer cells through ROS generation. Cancer Lett 288:204–213

    Article  CAS  Google Scholar 

  • Navarro S, Amann G, Beiske K, Cullinane CJ, d’Amore ESG, Gambini C, Mosseri R, De Bernardi B, Michon J, Peuchmaur M (2006) Prognostic value of International Neuroblastoma Pathology Classification in localized resectable peripheral neuroblastic tumors: A histopathologic study of Localized Neuroblastoma European Study Group 94.01 trial and protocol. J Clin Oncol 24:695–699

    Article  Google Scholar 

  • Ng HL, Chen SY, Chew EH, Chui WK (2016) Applying the designed multiple ligands approach to inhibit dihydrofolate reductase and thioredoxin reductase for antiproliferative activity. Eur J Med Chem 115:63–74

    Article  CAS  Google Scholar 

  • Nikolic K, Agababa D (2009) Design and QSAR study of analogs of gamma-tocotrienol with enhanced antiproliferative activity against human breast cancer cells. J Mol Graph Model 27:777–783

    Article  CAS  Google Scholar 

  • Nikolic KM (2008) Design and QSAR study of analogs of alpha-tocopherol with enhanced antiproliferative activity against human breast adenocarcinoma cells. J Mol Graph Model 26:868–873

    Article  CAS  Google Scholar 

  • Pandey KB, Rizvi SI (2009) Plant polyphenols as dietary antioxidants in human health and disease. Oxid Med Cell Longev 2:270–278

    Article  Google Scholar 

  • Petrov O, Ivanova Y, Gerova M (2008) SOCl2/EtOH: Catalytic system for synthesis of chalcones. Catal Comm 9:315–316

    Article  CAS  Google Scholar 

  • Pilatova M, Varinska L, Perjesi P, Sarissky M, Mirossay L, Solar P, Ostro A, Mojzis J (2010) In vitro antiproliferative and antiangiogenic effects of synthetic chalcone analogues. Toxicol Vitr 24:1347–1355

    Article  CAS  Google Scholar 

  • Rahmani S, Amoozadeh A, Kolvari E (2014) Nano titania-supported sulfonic acid: An efficient and reusable catalyst for a range of organic reactions under solvent free conditions. Catal Comm 56:184–188

    Article  CAS  Google Scholar 

  • Ramalho SD, Bernades A, Demetrius G, Noda-Perez C, Vieira PC, Dos Santos CY, da Silva JA, de Moraes MO, Mousinho KC (2013) Synthetic chalcone derivatives as inhibitors of cathepsins K and B, and their cytotoxic evaluation. Chem Biodivers 10:1999–2006

    Article  CAS  Google Scholar 

  • Rocchi D, Gonzalez JF, Menendez JC (2014) Montmorillonite clay-promoted, solvent-free cross-aldol condensations under focused microwave irradiation. Molecules 19:7317–7326

    Article  Google Scholar 

  • Sabet R, Mohammadpour M, Sadeghi A, Fassihi A (2010) QSAR study of isatin analogues as in vitro anti-cancer agents. Eur J Med Chem 45:1113–1118

    Article  CAS  Google Scholar 

  • Shenvi S, Kumar K, Hatti KS, Rijesh K, Diwakar L, Reddy GC (2013) Synthesis, anticancer and antioxidant activities of 2,4,5-trimethoxy chalcones and analogues from asaronaldehyde: structure-activity relationship. Eur J Med Chem 62:435–442

    Article  CAS  Google Scholar 

  • Silverstein RM, Webster FX, Kiemle DJ (2005) Spectrometric Identification of Organic Compounds, 7th edn. Wiley & Sons Inc, USA

    Google Scholar 

  • Singh RK, Lange TS, Kim KK, Brard L (2011) A coumarin derivative (RKS262) inhibits cell-cycle progression, causes pro-apoptotic signaling and cytotoxicity in ovarian cancer cells. Invest New Drugs 29:63–72

    Article  CAS  Google Scholar 

  • Stouch TR, Gudmundsson A (2002) Progress in understanding the structure-activity relationships of P-glycoprotein. Adv Drug Deliv Rev 54:315–328

    Article  CAS  Google Scholar 

  • Suwito H, Jumina M, Pudjiastuti P, Fanani MZ, Kimata-Ariga Y, Katahira R, Kawakami T, Fujiwara T, Hase T, Sirat HM, Puspaningsih NN (2014) Design and synthesis of chalcone derivatives as inhibitors of the ferredoxin - ferredoxin-NADP+reductase interaction of Plasmodium falciparum: pursuing new antimalarial agents. Molecules 19:21473–21488

    Article  Google Scholar 

  • Tabata K, Motani K, Takayanagi N, Nishimura R, Asami S, Kimura Y, Ukiya M, Hasegawa D, Akihisa T, Suzuki T (2005) Xanthoangelol, a major chalcone constituent of Angelica keiskei, induces apoptosis in neuroblastoma and leukemia cells. Biol Pharm Bull 28:1404–1407

    Article  CAS  Google Scholar 

  • Tapia RA, Salas CO, Vazquez K, Espinosa-Bustos C, Soto-Delgado J, Varela J, Birriel E, Cerecetto H, Gonzalez M, Paulino M (2014) Synthesis and biological characterization of new aryloxyindole-4,9-diones as potent trypanosomicidal agents. Bioorg Med Chem Lett 24:3919–3922

    Article  CAS  Google Scholar 

  • Tran TD, Do TH, Tran NC, Ngo TD, Huynh TN, Tran CD, Thai KM (2012) Synthesis and anti Methicillin resistant Staphylococcus aureus activity of substituted chalcones alone and in combination with non-beta-lactam antibiotics. Bioorg Med Chem Lett 22:4555–4560

    Article  CAS  Google Scholar 

  • Vanhoecke B, Derycke L, Van Marck V, Depypere H, De Keukeleire D, Bracke M (2005) Antiinvasive effect of xanthohumol, a prenylated chalcone present in hops (Humulus lupulus L.) and beer. Int J Cancer 117:889–895

    Article  CAS  Google Scholar 

  • Vene R, Benelli R, Minghelli S, Astigiano S, Tosetti F, Ferrari N (2012) Xanthohumol impairs human prostate cancer cell growth and invasion and diminishes the incidence and progression of advanced tumors in TRAMP mice. Mol Med 18:1292–1302

    Article  CAS  Google Scholar 

  • Verma RP, Hansch C (2005) An approach toward the problem of outliers in QSAR. Bioorgan Med Chem 13:4597–4621

    Article  CAS  Google Scholar 

  • WHO. 2015. World Health Organization: Media Centre: Cancer Journal. Available from: http://www.who.int/mediacentre/factsheets/fs297/en/

  • Yadav VR, Prasad S, Sung B, Aggarwal BB (2011) The role of chalcones in suppression of NF-kappaB-mediated inflammation and cancer. Int Immunopharmacol 11:295–309

    Article  CAS  Google Scholar 

  • Yu XL, Wang W, Yang M (2007) Antioxidant activities of compounds isolated from Dalbergia odorifera T. Chen and their inhibition effects on the decrease of glutathione level of rat lens induced by UV irradiation. Food Chem 104:715–720

    Article  CAS  Google Scholar 

  • Zhang L, Wang A, Wang W, Huang Y, Liu X, Miao S, Liu J, Zhang T (2015) Co-N-C catalyst for C-C coupling reactions: On the catalytic performance and active sites. ACS Catal 5:6563–6572

    Article  CAS  Google Scholar 

  • Zi X, Simoneau AR (2005) Flavokawain A, a novel chalcone from kava extract, induces apoptosis in bladder cancer cells by involvement of Bax protein-dependent and mitochondria-dependent apoptotic pathway and suppresses tumor growth in mice. Cancer Res 65:3479–3486

    Article  CAS  Google Scholar 

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Acknowledgements

We thank the Dirección de Investigación y Postgrado (DGIP) of Universidad Técnica Federico Santa María, scientific initiation project 2014 (PIIC-MM) and CONICYT Programa Formación de Capital Humano Avanzado 21130456 and Fondecyt grants 1141264; 11130701 and Fondecyt Postdoctorado grant 3180408. Miss Ursula Martínez and Dr. Guillermo Diaz Fleming of Laboratorio de Espectroscopía Atómica y Molecular (CESPAM), Universidad de Playa Ancha for technical support in infrared spectroscopy.

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Correspondence to Marco Mellado or Mauricio Cuellar.

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Mellado, M., Madrid, A., Reyna, M. et al. Synthesis of chalcones with antiproliferative activity on the SH-SY5Y neuroblastoma cell line: Quantitative Structure–Activity Relationship Models. Med Chem Res 27, 2414–2425 (2018). https://doi.org/10.1007/s00044-018-2245-2

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