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Published in: Clinical & Experimental Metastasis 4/2016

01-04-2016 | Research Paper

Repositioning “old” drugs for new causes: identifying new inhibitors of prostate cancer cell migration and invasion

Authors: Esha T. Shah, Akanksha Upadhyaya, Lisa K. Philp, Tiffany Tang, Dubravka Skalamera, Jennifer Gunter, Colleen C. Nelson, Elizabeth D. Williams, Brett G. Hollier

Published in: Clinical & Experimental Metastasis | Issue 4/2016

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Abstract

The majority of prostate cancer (PCa) deaths occur due to the metastatic spread of tumor cells to distant organs. Currently, there is a lack of effective therapies once tumor cells have spread outside the prostate. It is therefore imperative to rapidly develop therapeutics to inhibit the metastatic spread of tumor cells. Gain of cell motility and invasive properties is the first step of metastasis and by inhibiting motility one can potentially inhibit metastasis. Using the drug repositioning strategy, we developed a cell-based multi-parameter primary screening assay to identify drugs that inhibit the migratory and invasive properties of metastatic PC-3 PCa cells. Following the completion of the primary screening assay, 33 drugs were identified from an FDA approved drug library that either inhibited migration or were cytotoxic to the PC-3 cells. Based on the data obtained from the subsequent validation studies, mitoxantrone hydrochloride, simvastatin, fluvastatin and vandetanib were identified as strong candidates that can inhibit both the migration and invasion of PC-3 cells without significantly affecting cell viability. By employing the drug repositioning strategy instead of a de novo drug discovery and development strategy, the identified drug candidates have the potential to be rapidly translated into the clinic for the management of men with aggressive forms of PCa.
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Literature
1.
go back to reference IARC (2014) GLOBOCON: estimated cancer incidence, mortality, and prevalence worldwide in 2012. IARC, Lyon IARC (2014) GLOBOCON: estimated cancer incidence, mortality, and prevalence worldwide in 2012. IARC, Lyon
2.
go back to reference Mundy GR (2002) Metastasis: metastasis to bone: causes, consequences and therapeutic opportunities. Nat Rev Cancer 2(8):584–593CrossRefPubMed Mundy GR (2002) Metastasis: metastasis to bone: causes, consequences and therapeutic opportunities. Nat Rev Cancer 2(8):584–593CrossRefPubMed
3.
go back to reference Arya M, Bott SR, Shergill IS, Ahmed HU, Williamson M, Patel HR (2006) The metastatic cascade in prostate cancer. Surg Oncol 15(3):117–128CrossRefPubMed Arya M, Bott SR, Shergill IS, Ahmed HU, Williamson M, Patel HR (2006) The metastatic cascade in prostate cancer. Surg Oncol 15(3):117–128CrossRefPubMed
4.
go back to reference Wells A (2005) Motility in tumour invasion and metastasis-an overview. In: Alan W (ed) Cell motility in cancer invasion and metastasis, vol 8., Cancer metastasis—biology and treatmentSpringer, Dordrecht, pp 1–23CrossRef Wells A (2005) Motility in tumour invasion and metastasis-an overview. In: Alan W (ed) Cell motility in cancer invasion and metastasis, vol 8., Cancer metastasis—biology and treatmentSpringer, Dordrecht, pp 1–23CrossRef
5.
go back to reference Wang W, Goswami S, Lapidus K, Wells AL, Wyckoff JB, Sahai E, Singer RH, Segall JE, Condeelis JS (2004) Identification and testing of a gene expression signature of invasive carcinoma cells within primary mammary tumors. Cancer Res 64(23):8585–8594CrossRefPubMed Wang W, Goswami S, Lapidus K, Wells AL, Wyckoff JB, Sahai E, Singer RH, Segall JE, Condeelis JS (2004) Identification and testing of a gene expression signature of invasive carcinoma cells within primary mammary tumors. Cancer Res 64(23):8585–8594CrossRefPubMed
6.
go back to reference Wyckoff JB, Segall JE, Condeelis JS (2000) The collection of the motile population of cells from a living tumor. Cancer Res 60(19):5401–5404PubMed Wyckoff JB, Segall JE, Condeelis JS (2000) The collection of the motile population of cells from a living tumor. Cancer Res 60(19):5401–5404PubMed
7.
go back to reference Cristofanilli MMD, Budd GTMD, Ellis MJMBP, Stopeck AMD, Matera JBSR, Miller MCBS, Reuben JMP, Doyle GVDDS, Allard WJP, Terstappen LWMMMDP, Hayes DFMD (2004) Circulating tumor tells, disease progression, and survival in metastatic breast cancer. N Engl J Med 351(8):781–791CrossRefPubMed Cristofanilli MMD, Budd GTMD, Ellis MJMBP, Stopeck AMD, Matera JBSR, Miller MCBS, Reuben JMP, Doyle GVDDS, Allard WJP, Terstappen LWMMMDP, Hayes DFMD (2004) Circulating tumor tells, disease progression, and survival in metastatic breast cancer. N Engl J Med 351(8):781–791CrossRefPubMed
8.
9.
go back to reference Ashburn TT, Thor KB, Nature Publishing Group (2004) Drug repositioning: identifying and developing new uses for existing drugs. Nat Rev Drug Discov 3(8):673–683CrossRefPubMed Ashburn TT, Thor KB, Nature Publishing Group (2004) Drug repositioning: identifying and developing new uses for existing drugs. Nat Rev Drug Discov 3(8):673–683CrossRefPubMed
10.
go back to reference Mullard A (2014) New drugs cost USD 2.6 billion to develop. Nat Rev Drug Discov 13(12):877 Mullard A (2014) New drugs cost USD 2.6 billion to develop. Nat Rev Drug Discov 13(12):877
11.
go back to reference Zikai W, Yong W, Luonan C (2012) A new method to identify repositioned drugs for prostate cancer. In: Systems biology (ISB), 2012 IEEE 6th international conference on 18–20 Aug 2012, pp 280–284 Zikai W, Yong W, Luonan C (2012) A new method to identify repositioned drugs for prostate cancer. In: Systems biology (ISB), 2012 IEEE 6th international conference on 18–20 Aug 2012, pp 280–284
12.
go back to reference Oprea TI, Nielsen SK, Ursu O, Yang JJ, Taboureau O, Mathias SL, Kouskoumvekaki L, Sklar LA, Bologa CG (2011) Associating drugs, targets and clinical outcomes into an integrated network affords a new platform for computer-aided drug repurposing. Mol Inform 30(2–3):100–111CrossRefPubMedPubMedCentral Oprea TI, Nielsen SK, Ursu O, Yang JJ, Taboureau O, Mathias SL, Kouskoumvekaki L, Sklar LA, Bologa CG (2011) Associating drugs, targets and clinical outcomes into an integrated network affords a new platform for computer-aided drug repurposing. Mol Inform 30(2–3):100–111CrossRefPubMedPubMedCentral
13.
go back to reference Deftereos SN, Andronis C, Friedla EJ, Persidis A, Persidis A (2011) Drug repurposing and adverse event prediction using high-throughput literature analysis. Wiley Interdiscip Rev Syst Biol Med 3(3):323–334CrossRefPubMed Deftereos SN, Andronis C, Friedla EJ, Persidis A, Persidis A (2011) Drug repurposing and adverse event prediction using high-throughput literature analysis. Wiley Interdiscip Rev Syst Biol Med 3(3):323–334CrossRefPubMed
15.
go back to reference Zhang JH, Chung TD, Oldenburg KR (1999) A simple statistical parameter for use in evaluation and validation of high throughput screening assays. J Biomol Screen 4(2):67–73CrossRefPubMed Zhang JH, Chung TD, Oldenburg KR (1999) A simple statistical parameter for use in evaluation and validation of high throughput screening assays. J Biomol Screen 4(2):67–73CrossRefPubMed
16.
go back to reference Pulukuri SM, Gondi CS, Lakka SS, Jutla A, Estes N, Gujrati M, Rao JS (2005) RNA Interference-directed knockdown of urokinase plasminogen activator and urokinase plasminogen activator receptor inhibits prostate cancer cell invasion, survival, and tumorigenicity in vivo. J Biol Chem 280(43):36529–36540CrossRefPubMed Pulukuri SM, Gondi CS, Lakka SS, Jutla A, Estes N, Gujrati M, Rao JS (2005) RNA Interference-directed knockdown of urokinase plasminogen activator and urokinase plasminogen activator receptor inhibits prostate cancer cell invasion, survival, and tumorigenicity in vivo. J Biol Chem 280(43):36529–36540CrossRefPubMed
17.
go back to reference Kang SG, Chung H, Yoo YD, Lee JG, Choi YI, Yu YS (2001) Mechanism of growth inhibitory effect of Mitomycin-C on cultured human retinal pigment epithelial cells: apoptosis and cell cycle arrest. Curr Eye Res 22(3):174–181CrossRefPubMed Kang SG, Chung H, Yoo YD, Lee JG, Choi YI, Yu YS (2001) Mechanism of growth inhibitory effect of Mitomycin-C on cultured human retinal pigment epithelial cells: apoptosis and cell cycle arrest. Curr Eye Res 22(3):174–181CrossRefPubMed
18.
go back to reference Lipinski CA, Lombardo F, Dominy BW, Feeney PJ (2012) Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv Drug Deliv Rev 64:4–17CrossRef Lipinski CA, Lombardo F, Dominy BW, Feeney PJ (2012) Experimental and computational approaches to estimate solubility and permeability in drug discovery and development settings. Adv Drug Deliv Rev 64:4–17CrossRef
20.
go back to reference MacDonald ML, Lamerdin J, Owens S, Keon BH, Bilter GK, Shang Z, Huang Z, Yu H, Dias J, Minami T, Michnick SW, Westwick JK (2006) Identifying off-target effects and hidden phenotypes of drugs in human cells. Nat Chem Biol 2(6):329–337CrossRefPubMed MacDonald ML, Lamerdin J, Owens S, Keon BH, Bilter GK, Shang Z, Huang Z, Yu H, Dias J, Minami T, Michnick SW, Westwick JK (2006) Identifying off-target effects and hidden phenotypes of drugs in human cells. Nat Chem Biol 2(6):329–337CrossRefPubMed
21.
go back to reference Raghavan D, Koczwara B, Javle M (1997) Evolving strategies of cytotoxic chemotherapy for advanced prostate cancer. Eur J Cancer 33(4):566–574CrossRefPubMed Raghavan D, Koczwara B, Javle M (1997) Evolving strategies of cytotoxic chemotherapy for advanced prostate cancer. Eur J Cancer 33(4):566–574CrossRefPubMed
22.
go back to reference Lara PN, Meyers FJ (1999) Treatment options in androgen-independent prostate cancer. Cancer Invest 17(2):137–144CrossRefPubMed Lara PN, Meyers FJ (1999) Treatment options in androgen-independent prostate cancer. Cancer Invest 17(2):137–144CrossRefPubMed
23.
go back to reference Shenkenberg TD, Von Hoff DD (1986) Mitoxantrone: a new anticancer drug with significant clinical activity. Ann Intern Med 105(1):67CrossRefPubMed Shenkenberg TD, Von Hoff DD (1986) Mitoxantrone: a new anticancer drug with significant clinical activity. Ann Intern Med 105(1):67CrossRefPubMed
24.
go back to reference Tannock IF, Osoba D, Stockler MR, Ernst DS, Neville AJ, Moore MJ, Armitage GR, Wilson JJ, Venner PM, Coppin C (1996) Chemotherapy with mitoxantrone plus prednisone or prednisone alone for symptomatic hormone-resistant prostate cancer: a Canadian randomized trial with palliative end points. J Clin Oncol 14(6):1756–1764PubMed Tannock IF, Osoba D, Stockler MR, Ernst DS, Neville AJ, Moore MJ, Armitage GR, Wilson JJ, Venner PM, Coppin C (1996) Chemotherapy with mitoxantrone plus prednisone or prednisone alone for symptomatic hormone-resistant prostate cancer: a Canadian randomized trial with palliative end points. J Clin Oncol 14(6):1756–1764PubMed
25.
go back to reference Ernst D, Tannock I, Winquist E, Venner P, Reyno L, Moore M, Chi K, Ding K, Elliott C, Parulekar W (2003) Randomized, double-blind, controlled trial of mitoxantrone/prednisone and clodronate versus mitoxantrone/prednisone and placebo in patients with hormone-refractory prostate cancer and pain. J Clin Oncol 21(17):3335–3342CrossRefPubMed Ernst D, Tannock I, Winquist E, Venner P, Reyno L, Moore M, Chi K, Ding K, Elliott C, Parulekar W (2003) Randomized, double-blind, controlled trial of mitoxantrone/prednisone and clodronate versus mitoxantrone/prednisone and placebo in patients with hormone-refractory prostate cancer and pain. J Clin Oncol 21(17):3335–3342CrossRefPubMed
27.
go back to reference Kochuparambil ST, Al-Husein B, Goc A, Soliman S, Somanath PR (2011) Anticancer efficacy of simvastatin on prostate cancer cells and tumor xenografts is associated with inhibition of akt and reduced prostate-specific antigen expression. J Pharmacol Exp Ther 336(2):496–505. doi:10.1124/jpet.110.174870 CrossRefPubMed Kochuparambil ST, Al-Husein B, Goc A, Soliman S, Somanath PR (2011) Anticancer efficacy of simvastatin on prostate cancer cells and tumor xenografts is associated with inhibition of akt and reduced prostate-specific antigen expression. J Pharmacol Exp Ther 336(2):496–505. doi:10.​1124/​jpet.​110.​174870 CrossRefPubMed
28.
go back to reference Kim JH, Cox ME, Wasan KM (2014) Effect of simvastatin on castration-resistant prostate cancer cells. Lipids Health Dis 13(56):1–19 Kim JH, Cox ME, Wasan KM (2014) Effect of simvastatin on castration-resistant prostate cancer cells. Lipids Health Dis 13(56):1–19
29.
go back to reference Lustman A, Nakar S, Cohen AD, Vinker S (2014) Statin use and incident prostate cancer risk: does the statin brand matter? A population-based cohort study. Prostate Cancer Prostatic Dis 17:6CrossRefPubMed Lustman A, Nakar S, Cohen AD, Vinker S (2014) Statin use and incident prostate cancer risk: does the statin brand matter? A population-based cohort study. Prostate Cancer Prostatic Dis 17:6CrossRefPubMed
30.
go back to reference Wells SA, Robinson BG, Gagel RF, Dralle H, Fagin JA, Santoro M, Baudin E, Elisei R, Jarzab B, Vasselli JR, Read J, Langmuir P, Ryan AJ, Schlumberger MJ (2012) Vandetanib in patients with locally advanced or metastatic medullary thyroid cancer: a randomized, double-blind phase III trial. J Clin Oncol 30(2):134–141. doi:10.1200/jco.2011.35.5040 CrossRefPubMedPubMedCentral Wells SA, Robinson BG, Gagel RF, Dralle H, Fagin JA, Santoro M, Baudin E, Elisei R, Jarzab B, Vasselli JR, Read J, Langmuir P, Ryan AJ, Schlumberger MJ (2012) Vandetanib in patients with locally advanced or metastatic medullary thyroid cancer: a randomized, double-blind phase III trial. J Clin Oncol 30(2):134–141. doi:10.​1200/​jco.​2011.​35.​5040 CrossRefPubMedPubMedCentral
31.
go back to reference Heymach J, Lockwood S, Herbst R, Johnson B, Ryan A (2014) EGFR biomarkers predict benefit from vandetanib in combination with docetaxel in a randomized phase III study of second-line treatment of patients with advanced non-small cell lung cancer. Ann Oncol 25(10):1941–1948CrossRefPubMedPubMedCentral Heymach J, Lockwood S, Herbst R, Johnson B, Ryan A (2014) EGFR biomarkers predict benefit from vandetanib in combination with docetaxel in a randomized phase III study of second-line treatment of patients with advanced non-small cell lung cancer. Ann Oncol 25(10):1941–1948CrossRefPubMedPubMedCentral
32.
go back to reference Marangoni E, Hatem R, Labiod D, Chateau-Joubert S, El Botty R, Servely J-L, De Plater L, Bièche I (2015) Vandetanib as a potential new treatment for ER negative breast cancers. Cancer Res 75(15 Supplement):1687CrossRef Marangoni E, Hatem R, Labiod D, Chateau-Joubert S, El Botty R, Servely J-L, De Plater L, Bièche I (2015) Vandetanib as a potential new treatment for ER negative breast cancers. Cancer Res 75(15 Supplement):1687CrossRef
33.
go back to reference Horti J, Widmark A, Stenzl A, Federico MH, Abratt RP, Sanders N, Pover GM, Bodrogi I (2009) A randomized, double-blind, placebo-controlled phase II study of vandetanib plus docetaxel/prednisolone in patients with hormone-refractory prostate cancer. Cancer Biother Radiopharm 24(2):175–180CrossRefPubMed Horti J, Widmark A, Stenzl A, Federico MH, Abratt RP, Sanders N, Pover GM, Bodrogi I (2009) A randomized, double-blind, placebo-controlled phase II study of vandetanib plus docetaxel/prednisolone in patients with hormone-refractory prostate cancer. Cancer Biother Radiopharm 24(2):175–180CrossRefPubMed
34.
go back to reference Vogel CL, Johnston MA, Capers C, Braccia D (2014) Toremifene for breast cancer: a review of 20 years of data. Clin Breast Cancer 14(1):1–9CrossRefPubMed Vogel CL, Johnston MA, Capers C, Braccia D (2014) Toremifene for breast cancer: a review of 20 years of data. Clin Breast Cancer 14(1):1–9CrossRefPubMed
35.
go back to reference Steiner M, Patterson A, Israeli R, Barnette K, Boger R, Price D (2004) Toremifene citrate versus placebo for treatment of bone loss and other complications of androgen deprivation therapy in patients with prostate cancer. In: ASCO annual meeting proceedings, vol 14, p 4597 Steiner M, Patterson A, Israeli R, Barnette K, Boger R, Price D (2004) Toremifene citrate versus placebo for treatment of bone loss and other complications of androgen deprivation therapy in patients with prostate cancer. In: ASCO annual meeting proceedings, vol 14, p 4597
36.
go back to reference Smith MR, Morton RA, Barnette KG, Sieber PR, Malkowicz SB, Rodriguez D, Hancock ML, Steiner MS (2010) Toremifene to reduce fracture risk in men receiving androgen deprivation therapy for prostate cancer. J Urol 184(4):1316–1321CrossRefPubMedPubMedCentral Smith MR, Morton RA, Barnette KG, Sieber PR, Malkowicz SB, Rodriguez D, Hancock ML, Steiner MS (2010) Toremifene to reduce fracture risk in men receiving androgen deprivation therapy for prostate cancer. J Urol 184(4):1316–1321CrossRefPubMedPubMedCentral
37.
go back to reference Stone KR, Mickey DD, Wunderli H, Mickey GH, Paulson DF (1978) Isolation of a human prostate carcinoma cell line (DU 145). Int J Cancer 21(3):274–281CrossRefPubMed Stone KR, Mickey DD, Wunderli H, Mickey GH, Paulson DF (1978) Isolation of a human prostate carcinoma cell line (DU 145). Int J Cancer 21(3):274–281CrossRefPubMed
38.
go back to reference Wu H-C, Hsieh J-T, Gleave ME, Brown NM, Pathak S, Chung LWK (1994) Derivation of androgen-independent human LNCaP prostatic cancer cell sublines: role of bone stromal cells. Int J Cancer 57(3):406–412CrossRefPubMed Wu H-C, Hsieh J-T, Gleave ME, Brown NM, Pathak S, Chung LWK (1994) Derivation of androgen-independent human LNCaP prostatic cancer cell sublines: role of bone stromal cells. Int J Cancer 57(3):406–412CrossRefPubMed
39.
go back to reference Horoszewicz JS, Leong SS, Kawinski E, Karr JP, Rosenthal H, Chu TM, Mirand EA, Murphy GP (1983) LNCaP model of human prostatic carcinoma. Cancer Res 43(4):1809–1818PubMed Horoszewicz JS, Leong SS, Kawinski E, Karr JP, Rosenthal H, Chu TM, Mirand EA, Murphy GP (1983) LNCaP model of human prostatic carcinoma. Cancer Res 43(4):1809–1818PubMed
41.
go back to reference Kramer N, Walzl A, Unger C, Rosner M, Krupitza G, Hengstschläger M, Dolznig H (2013) In vitro cell migration and invasion assays. Mutat Res Rev Mutat Res 752(1):10–24CrossRef Kramer N, Walzl A, Unger C, Rosner M, Krupitza G, Hengstschläger M, Dolznig H (2013) In vitro cell migration and invasion assays. Mutat Res Rev Mutat Res 752(1):10–24CrossRef
42.
go back to reference Simpson KJ, Selfors LM, Bui J, Reynolds A, Leake D, Khvorova A, Brugge JS (2008) Identification of genes that regulate epithelial cell migration using an siRNA screening approach. Nat Cell Biol 10(9):1027–1038CrossRefPubMed Simpson KJ, Selfors LM, Bui J, Reynolds A, Leake D, Khvorova A, Brugge JS (2008) Identification of genes that regulate epithelial cell migration using an siRNA screening approach. Nat Cell Biol 10(9):1027–1038CrossRefPubMed
43.
go back to reference Yarrow JC, Totsukawa G, Charras GT, Mitchison TJ (2005) Screening for cell migration inhibitors via automated microscopy reveals a rho-kinase inhibitor. Chem Biol 12(3):385–395CrossRefPubMed Yarrow JC, Totsukawa G, Charras GT, Mitchison TJ (2005) Screening for cell migration inhibitors via automated microscopy reveals a rho-kinase inhibitor. Chem Biol 12(3):385–395CrossRefPubMed
44.
go back to reference Smolen GA, Zhang J, Zubrowski MJ, Edelman EJ, Luo B, Yu M, Ng LW, Scherber CM, Schott BJ, Ramaswamy S (2010) A genome-wide RNAi screen identifies multiple RSK-dependent regulators of cell migration. Genes Dev 24(23):2654–2665CrossRefPubMedPubMedCentral Smolen GA, Zhang J, Zubrowski MJ, Edelman EJ, Luo B, Yu M, Ng LW, Scherber CM, Schott BJ, Ramaswamy S (2010) A genome-wide RNAi screen identifies multiple RSK-dependent regulators of cell migration. Genes Dev 24(23):2654–2665CrossRefPubMedPubMedCentral
45.
go back to reference Sheffield JB (2007) ImageJ, a useful tool for biological image processing and analysis. Microsc Microanal 13(S02):200–201 Sheffield JB (2007) ImageJ, a useful tool for biological image processing and analysis. Microsc Microanal 13(S02):200–201
46.
go back to reference Carpenter AE, Jones TR, Lamprecht MR, Clarke C, Kang IH, Friman O, Guertin DA, Chang JH, Lindquist RA, Moffat J, Golland P, Sabatini DM (2006) Cell profiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biol 7(10):R100–R100CrossRefPubMedPubMedCentral Carpenter AE, Jones TR, Lamprecht MR, Clarke C, Kang IH, Friman O, Guertin DA, Chang JH, Lindquist RA, Moffat J, Golland P, Sabatini DM (2006) Cell profiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biol 7(10):R100–R100CrossRefPubMedPubMedCentral
Metadata
Title
Repositioning “old” drugs for new causes: identifying new inhibitors of prostate cancer cell migration and invasion
Authors
Esha T. Shah
Akanksha Upadhyaya
Lisa K. Philp
Tiffany Tang
Dubravka Skalamera
Jennifer Gunter
Colleen C. Nelson
Elizabeth D. Williams
Brett G. Hollier
Publication date
01-04-2016
Publisher
Springer Netherlands
Published in
Clinical & Experimental Metastasis / Issue 4/2016
Print ISSN: 0262-0898
Electronic ISSN: 1573-7276
DOI
https://doi.org/10.1007/s10585-016-9785-y

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