Skip to main content

Advertisement

Log in

Pharmacodynamic Modeling of Sequence-Dependent Antitumor Activity of Insulin-like Growth Factor Blockade and Gemcitabine

  • Research Article
  • Published:
The AAPS Journal Aims and scope Submit manuscript

Abstract

Agents that block insulin-like growth factor (IGF) signaling are under investigation in clinical trials. Antitumor effects are likely to be enhanced when combined with other agents, but administration sequence effects on activity are not well-described. Three breast cancer cell lines (MCF-7, MDA-MB-231, and Hs-578T) were treated with Gemcitabine and small molecule receptor tyrosine kinase inhibitor cis-3-[3-(4-methyl-piperazin-l-yl)-cyclobutyl]1-(2-phenyl-quinolin-7-yl)-imidazo [1,5-a]pyrazin-8-ylamine (PQIP) as single agents and then in combination in the forward (Gemcitabine followed by PQIP) and reverse (PQIP followed by Gemcitabine) sequences. Antitumor effects were assessed longitudinally by Bayesian analysis using WinBUGS. The pharmacodynamic model adequately predicted the observed data. The differences in the cell-kill rate constants for the forward vs. reverse sequence ranged from 0.11 to 0.64 (day−1), and statistical significance was generally dependent on cell line and PQIP concentration. These data indicate that treatment with Gemcitabine first, followed by PQIP is superior to the reverse sequence in vitro.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  1. Pitts TM, Tan AC, Kulikowski GN, Tentler JJ, Brown AM, Flanigan SA, et al. Development of an integrated genomic classifier for a novel agent in colorectal cancer: approach to individualized therapy in early development. Clin Cancer Res. 2010;16(12):3193–204.

    Article  PubMed  CAS  Google Scholar 

  2. Tolcher AW, Sarantopoulos J, Patnaik A, Papadopoulos K, Lin CC, Rodon J, et al. Phase I, pharmacokinetic, and pharmacodynamic study of AMG 479, a fully human monoclonal antibody to insulin-like growth factor receptor 1. J Clin Oncol. 2009;27(34):5800–7.

    Article  PubMed  CAS  Google Scholar 

  3. Beltran PJ, Chung YA, Moody G, Mitchell P, Cajulis E, Vonderfecht S, et al. Efficacy of ganitumab (AMG 479), alone and in combination with rapamycin, in Ewing’s and osteogenic sarcoma models. J Pharmacol Exp Ther. 2011;337(3):644–54.

    Article  PubMed  CAS  Google Scholar 

  4. Sachdev D, Yee D. Disrupting insulin-like growth factor signaling as a potential cancer therapy. Mol Cancer Ther. 2007;6(1):1–12.

    Article  PubMed  CAS  Google Scholar 

  5. Hu YP, Patil SB, Panasiewicz M, Li W, Hauser J, Humphrey LE, et al. Heterogeneity of receptor function in colon carcinoma cells determined by cross-talk between type I insulin-like growth factor receptor and epidermal growth factor receptor. Cancer Res. 2008;68(19):8004–13.

    Article  PubMed  CAS  Google Scholar 

  6. Baserga R, Peruzzi F, Reiss K. The IGF-1 receptor in cancer biology. Int J Cancer. 2007;107(6):873–7.

    Article  Google Scholar 

  7. Peruzzi F, Prisco M, Dews M, Salomoni P, Grassilli E, Romano G, et al. Multiple signaling pathways of the insulin-like growth factor 1 receptor in protection from apoptosis. Mol Cell Biol. 1999;19(10):7203–15.

    PubMed  CAS  Google Scholar 

  8. Ji QS, Mulvihill MJ, Rosenfeld-Franklin M, Cooke A, Feng L, Mak G, et al. A novel, potent, and selective insulin-like growth factor-I receptor kinase inhibitor blocks insulin-like growth factor-I receptor signaling in vitro and inhibits insulin-like growth factor-I receptor dependent tumor growth in vivo. Mol Cancer Ther. 2007;6(8):2158–67.

    Article  PubMed  CAS  Google Scholar 

  9. Karp DD, Paz-Ares LG, Novello S, Haluska P, Garland L, Cardenal F, et al. Phase II study of the anti-insulin-like growth factor type 1 receptor antibody CP-751,871 in combination with paclitaxel and carboplatin in previously untreated, locally advanced, or metastatic non-small-cell lung cancer. J Clin Oncol. 2009;27(15):2516–22.

    Article  PubMed  CAS  Google Scholar 

  10. Goetsch L, Gonzalez A, Leger O, Beck A, Pauwels PJ, Haeuw JF, et al. A recombinant humanized anti-insulin-like growth factor receptor type I antibody (h7C10) enhances the antitumor activity of vinorelbine and anti-epidermal growth factor receptor therapy against human cancer xenografts. Int J Cancer. 2005;113(2):316–28.

    Article  PubMed  CAS  Google Scholar 

  11. Zeng X, Sachdev D, Zhang H, Gaillard-Kelly M, Yee D. Sequencing of type I insulin-like growth factor receptor inhibition affects chemotherapy response in vitro and in vivo. Clin Cancer Res. 2009;15(8):2840–9.

    Article  PubMed  CAS  Google Scholar 

  12. Fitzgerald JB, Schoeberl B, Nielsen UB, Sorger PK. Systems biology and combination therapy in the quest for clinical efficacy. Nat Chem Biol. 2006;2(9):458–66.

    Article  PubMed  CAS  Google Scholar 

  13. Spiegelhalter D, Thomas A, Best N, Lunn D. WinBUGS user manual, version 1.4. Cambridge: Medical Research Council Biostatistics Unit; 2003.

    Google Scholar 

  14. Pacher M, Seewald MJ, Mikula M, Oehler S, Mogg M, Vinatzer U, et al. Impact of constitutive IGF1/IGF2 stimulation on the transcriptional program of human breast cancer cells. Carcinogenesis. 2007;28(1):49–59.

    Article  PubMed  CAS  Google Scholar 

  15. Jackson JG, Zhang X, Yoneda T, Yee D. Regulation of breast cancer cell motility by insulin receptor substrate-2 (IRS-2) in metastatic variants of human breast cancer cell lines. Oncogene. 2001;20(50):7318–25.

    Article  PubMed  CAS  Google Scholar 

  16. Gooch JL, Van Den Berg CL, Yee D. Insulin-like growth factor (IGF)-I rescues breast cancer cells from chemotherapy-induced cell death—proliferative and anti-apoptotic effects. Breast Cancer Res Treat. 1999;56(1):1–10.

    Article  PubMed  CAS  Google Scholar 

  17. De Leon DD, Wilson DM, Powers M, Rosenfeld RG. Effects of insulin-like growth factors (IGFs) and IGF receptor antibodies on the proliferation of human breast cancer cells. Growth Factors. 1992;6(4):327–36.

    Article  PubMed  Google Scholar 

  18. Albain KS, Barlow WE, Ravdin PM, Farrar WB, Burton GV, Ketchel SJ, et al. Adjuvant chemotherapy and timing of tamoxifen in postmenopausal patients with endocrine-responsive, node-positive breast cancer: a phase 3, open-label, randomised controlled trial. Lancet. 2009;374(9707):2055–63.

    Article  PubMed  Google Scholar 

  19. Gualberto A, Dolled-Filhart M, Gustavson M, Christiansen J, Wang YF, Hixon ML, et al. Molecular analysis of non-small cell lung cancer identifies subsets with different sensitivity to insulin-like growth factor I receptor inhibition. Clin Cancer Res. 2010;16(18):4654–65.

    Article  PubMed  CAS  Google Scholar 

  20. Fox EM, Miller TW, Balko JM, Kuba MG, Sanchez V, Smith RA, et al. A kinome-wide screen identifies the Insulin/IGF-1 receptor pathway as a mechanism of escape from hormone dependence in breast cancer. Cancer Res. 2011. doi:10.1158/0008-5472.CAN-11-1295.

  21. Gualberto A, Pollak M. Clinical development of inhibitors of the insulin-like growth factor receptor in oncology. Curr Drug Targets. 2009;10(10):923–36.

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

The authors wish to thank Elizabeth Buck from OSI Pharmaceuticals for helpful suggestions and also to the Prospect Creek Foundation, which provided funding for these studies.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mark N. Kirstein.

Electronic Supplementary Material

Below is the link to the electronic supplementary material.

Figure S1

(DOC 47 kb)

Figure S2

(DOC 51 kb)

Figure S3

(DOCX 42 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Khatri, A., Brundage, R.C., Hull, J.M. et al. Pharmacodynamic Modeling of Sequence-Dependent Antitumor Activity of Insulin-like Growth Factor Blockade and Gemcitabine. AAPS J 14, 1–9 (2012). https://doi.org/10.1208/s12248-011-9308-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1208/s12248-011-9308-3

Key words

Navigation