期刊论文详细信息
BMC Cancer
Tumour T1 changes in vivo are highly predictive of response to chemotherapy and reflect the number of viable tumour cells – a preclinical MR study in mice
Claudia Weidensteiner1  Peter R Allegrini3  Melanie Sticker-Jantscheff2  Vincent Romanet2  Stephane Ferretti2  Paul MJ McSheehy2 
[1] Department of Radiology Medical Physics, University Medical Center Freiburg, Magnetic Resonance Development and Application Center, Breisacher Str. 60a, 79106 Freiburg, Germany
[2] Oncology Research, Novartis Institutes for Biomedical Research, Basel, Switzerland
[3] Global Imaging Group, Novartis Institutes for Biomedical Research, Basel, Switzerland
关键词: Tumour;    Everolimus;    Animal models;    T1;    MRS;    MRI;    Biomarkers;   
Others  :  859069
DOI  :  10.1186/1471-2407-14-88
 received in 2013-08-14, accepted in 2014-02-11,  发布年份 2014
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【 摘 要 】

Background

Effective chemotherapy rapidly reduces the spin–lattice relaxation of water protons (T1) in solid tumours and this change (ΔT1) often precedes and strongly correlates with the eventual change in tumour volume (TVol). To understand the biological nature of ΔT1, we have performed studies in vivo and ex vivo with the allosteric mTOR inhibitor, everolimus.

Methods

Mice bearing RIF-1 tumours were studied by magnetic resonance imaging (MRI) to determine TVol and T1, and MR spectroscopy (MRS) to determine levels of the proliferation marker choline and levels of lipid apoptosis markers, prior to and 5 days (endpoint) after daily treatment with vehicle or everolimus (10 mg/kg). At the endpoint, tumours were ablated and an entire section analysed for cellular and necrotic quantification and staining for the proliferation antigen Ki67 and cleaved-caspase-3 as a measure of apoptosis. The number of blood-vessels (BV) was evaluated by CD31 staining. Mice bearing B16/BL6 melanoma tumours were studied by MRI to determine T1 under similar everolimus treatment. At the endpoint, cell bioluminescence of the tumours was measured ex vivo.

Results

Everolimus blocked RIF-1 tumour growth and significantly reduced tumour T1 and total choline (Cho) levels, and increased polyunsaturated fatty-acids which are markers of apoptosis. Immunohistochemistry showed that everolimus reduced the %Ki67+ cells but did not affect caspase-3 apoptosis, necrosis, BV-number or cell density. The change in T1 (ΔT1) correlated strongly with the changes in TVol and Cho and %Ki67+. In B16/BL6 tumours, everolimus also decreased T1 and this correlated with cell bioluminescence; another marker of cell viability. Receiver-operating-characteristic curves (ROC) for everolimus on RIF-1 tumours showed that ΔT1 had very high levels of sensitivity and specificity (ROCAUC = 0.84) and this was confirmed for the cytotoxic patupilone in the same tumour model (ROCAUC = 0.97).

Conclusion

These studies suggest that ΔT1 is not a measure of cell density but reflects the decreased number of remaining viable and proliferating tumour cells due to perhaps cell and tissue destruction releasing proteins and/or metals that cause T1 relaxation. ΔT1 is a highly sensitive and specific predictor of response. This MRI method provides the opportunity to stratify a patient population during tumour therapy in the clinic.

【 授权许可】

   
2014 Weidensteiner et al.; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]Stephen RM, Gillies RJ: Promise and progress for functional and molecular imaging of response to targeted therapies. Pharm Res 2007, 24(6):1172-1185.
  • [2]Mankoff DA, Eary JF, Link JM, Muzi M, Rajendran JG, Spence AM, Krohn KA: Tumor-specific positron emission tomography imaging in patients: [18 F] fluorodeoxyglucose and beyond. Clin Cancer Res 2007, 13(12):3460-3469.
  • [3]Ferretti S, Allegrini PR, O'Reilly T, Schnell C, Stumm M, Wartmann M, Wood J, McSheehy PM: Patupilone induced vascular disruption in orthotopic rodent tumor models detected by magnetic resonance imaging and interstitial fluid pressure. Clin Cancer Res 2005, 11(21):7773-7784.
  • [4]Ferretti S, Allegrini PR, Becquet MM, McSheehy PM: Tumor interstitial fluid pressure as an early-response marker for anticancer therapeutics. Neoplasia 2009, 11(9):874-881.
  • [5]McSheehy P, Allegrini P, Ametaby S, Becquet M, Ebenhan T, Honer M, Ferretti S, Lane H, Schubiger P, Schnell C, et al.: Minimally invasive biomarkers for therapy monitoring. Ernst Schering Found Symp Proc 2007, 4:153-188.
  • [6]Honer M, Ebenhan T, Allegrini PR, Ametamey SM, Becquet M, Cannet C, Lane HA, O'Reilly TM, Schubiger PA, Sticker-Jantscheff M, et al.: Anti-Angiogenic/Vascular Effects of the mTOR Inhibitor Everolimus Are Not Detectable by FDG/FLT-PET. Transl Oncol 2010, 3(4):264-275.
  • [7]McSheehy P, Weidensteiner C, Cannet C, Ferretti S, Laurent D, Ruetz S, Stumm M, Allegrini P: Quantified tumor T1 is a generic early-response imaging biomarker for chemotherapy reflecting cell viability. Clin Cancer Res 2010, 16(1):212-225.
  • [8]Jamin Y, Tucker ER, Poon E, Popov S, Vaughan L, Boult JK, Webber H, Hallsworth A, Baker LC, Jones C, et al.: Evaluation of clinically translatable MR imaging biomarkers of therapeutic response in the TH-MYCN transgenic mouse model of neuroblastoma. Radiology 2013, 266:130-140.
  • [9]O'Connor JP, Carano RA, Clamp AR, Ross J, Ho CC, Jackson A, Parker GJ, Rose CJ, Peale FV, Friesenhahn M, et al.: Quantifying antivascular effects of monoclonal antibodies to vascular endothelial growth factor: insights from imaging. Clin Cancer Res 2009, 15(21):6674-6682.
  • [10]Hakumaki JM, Poptani H, Sandmair AM, Yla-Herttuala S, Kauppinen RA: 1H MRS detects polyunsaturated fatty acid accumulation during gene therapy of glioma: implications for the in vivo detection of apoptosis. Nat Med 1999, 5(11):1323-1327.
  • [11]Lebwohl D, Anak O, Sahmoud T, Klimovsky J, Elmroth I, Haas T, Posluszny J, Saletan S, Berg W: Development of everolimus, a novel oral mTOR inhibitor, across a spectrum of diseases. Ann N Y Acad Sci 2013, 1291:14-32.
  • [12]Ebenhan T, Honer M, Ametamey SM, Schubiger PA, Becquet M, Ferretti S, Cannet C, Rausch M, McSheehy PM: Comparison of [18 F]-tracers in various experimental tumor models by PET imaging and identification of an early response biomarker for the novel microtubule stabilizer patupilone. Mol Imaging Biol 2009, 11(5):308-321.
  • [13]O'Reilly T, Lane HA, Wood JM, Schnell C, Littlewood-Evans A, Brueggen J, McSheehy PM: Everolimus and PTK/ZK show synergistic growth inhibition in the orthotopic BL16/BL6 murine melanoma model. Cancer Chemother Pharmacol 2011, 67(1):193-200.
  • [14]Scheffler K, Hennig J: T1 quantification with inversion recovery TrueFISP. Magn Reson Med 2001, 45(4):720-723.
  • [15]Schmitt P, Griswold MA, Jakob PM, Kotas M, Gulani V, Flentje M, Haase A: Inversion recovery TrueFISP: quantification of T(1), T(2), and spin density. Magn Reson Med 2004, 51(4):661-667.
  • [16]Wu J: Statistical inference for tumor growth inhibition T/C ratio. J Biopharm Stat 2010, 20(5):954-964.
  • [17]Lehr RG, Pong A: ROC curve. In Encyclopedia of Biopharmaceutical Statistics. New York: Marcel Dekker; 2003:884-891.
  • [18]Fardy JM: Evaluation of diagnostic tests. Methods Mol Biol 2009, 473:127-136.
  • [19]Lane HA, Wood JM, McSheehy PM, Allegrini PR, Boulay A, Brueggen J, Littlewood-Evans A, Maira SM, Martiny-Baron G, Schnell CR, et al.: mTOR inhibitor RAD001 (everolimus) has antiangiogenic/vascular properties distinct from a VEGFR tyrosine kinase inhibitor. Clin Cancer Res 2009, 15(5):1612-1622.
  • [20]O'Reilly T, McSheehy PM: Biomarker development for the clinical activity of the mTOR inhibitor everolimus (RAD001): processes, limitations, and further proposals. Transl Oncol 2010, 3(2):65-79.
  • [21]Braunschweiger PG, Schiffer L, Furmanski P: The measurement of extracellular water volumes in tissues by gadolinium modification of 1H NMR spin lattice (T1) relaxation. Magn Reson Imaging 1986, 4(4):285-291.
  • [22]Braunschweiger PG, Schiffer L, Furmanski P: 1H-NMR relaxation times and water compartmentalization in experimental tumor models. Magn Reson Imaging 1986, 4(4):335-342.
  • [23]Rofstad EK, Steinsland E, Kaalhus O, Chang YB, Hovik B, Lyng H: Magnetic resonance imaging of human melanoma xenografts in vivo: proton spin–lattice and spin-spin relaxation times versus fractional tumour water content and fraction of necrotic tumour tissue. Int J Radiat Biol 1994, 65(3):387-401.
  • [24]Jakobsen I, Kaalhus O, Lyng H, Rofstad EK: Detection of necrosis in human tumour xenografts by proton magnetic resonance imaging. Br J Cancer 1995, 71(3):456-461.
  • [25]Jakobsen I, Lyng H, Kaalhus O, Rofstad EK: MRI of human tumor xenografts in vivo: proton relaxation times and extracellular tumor volume. Magn Reson Imaging 1995, 13(5):693-700.
  • [26]Fingar DC, Blenis J: Target of rapamycin (TOR): an integrator of nutrient and growth factor signals and coordinator of cell growth and cell cycle progression. Oncogene 2004, 23(18):3151-3171.
  • [27]Mabuchi S, Altomare DA, Connolly DC, Klein-Szanto A, Litwin S, Hoelzle MK, Hensley HH, Hamilton TC, Testa JR: RAD001 (Everolimus) delays tumor onset and progression in a transgenic mouse model of ovarian cancer. Cancer Res 2007, 67(6):2408-2413.
  • [28]Manegold PC, Paringer C, Kulka U, Krimmel K, Eichhorn ME, Wilkowski R, Jauch KW, Guba M, Bruns CJ: Antiangiogenic therapy with mammalian target of rapamycin inhibitor RAD001 (Everolimus) increases radiosensitivity in solid cancer. Clin Cancer Res 2008, 14(3):892-900.
  • [29]Shinohara ET, Cao C, Niermann K, Mu Y, Zeng F, Hallahan DE, Lu B: Enhanced radiation damage of tumor vasculature by mTOR inhibitors. Oncogene 2005, 24(35):5414-5422.
  • [30]Robinson SP, Rijken PF, Howe FA, McSheehy PM, van der Sanden BP, Heerschap A, Stubbs M, van der Kogel AJ, Griffiths JR: Tumor vascular architecture and function evaluated by non-invasive susceptibility MRI methods and immunohistochemistry. J Magn Reson Imaging 2003, 17(4):445-454.
  • [31]Landberg G, Tan EM, Roos G: Flow cytometric multiparameter analysis of proliferating cell nuclear antigen/cyclin and Ki-67 antigen: a new view of the cell cycle. Exp Cell Res 1990, 187(1):111-118.
  • [32]Beresford MJ, Wilson GD, Makris A: Measuring proliferation in breast cancer: practicalities and applications. Breast Cancer Res 2006, 8(6):216. BioMed Central Full Text
  • [33]Katz-Brull R, Lavin PT, Lenkinski RE: Clinical utility of proton magnetic resonance spectroscopy in characterizing breast lesions. J Natl Cancer Inst 2002, 94(16):1197-1203.
  • [34]Meisamy S, Bolan PJ, Baker EH, Bliss RL, Gulbahce E, Everson LI, Nelson MT, Emory TH, Tuttle TM, Yee D, et al.: Neoadjuvant chemotherapy of locally advanced breast cancer: predicting response with in vivo (1)H MR spectroscopy–a pilot study at 4 T. Radiology 2004, 233(2):424-431.
  • [35]Tozaki M, Oyama Y, Fukuma E: Preliminary study of early response to neoadjuvant chemotherapy after the first cycle in breast cancer: comparison of 1H magnetic resonance spectroscopy with diffusion magnetic resonance imaging. Jpn J Radiol 2010, 28(2):101-109.
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