Pharmacokinetics and Pharmacodynamics-Based Mathematical Modeling Identifies an Optimal Protocol for Metronomic Chemotherapy

被引:31
作者
Ciccolini, Joseph [1 ]
Barbolosi, Dominique [1 ]
Meille, Christophe [2 ]
Lombard, Aurelie [1 ]
Serdjebi, Cindy [1 ]
Giacometti, Sarah [1 ]
Padovani, Laetitia [3 ,4 ]
Pasquier, Eddy [4 ,5 ]
Andre, Nicolas [3 ,4 ,6 ,7 ]
机构
[1] Aix Marseille Univ, Inserm CRO2 S 911, SMARTc Unit, Marseille, France
[2] Novartis Pharmaceut, Pharmacometr Dept, Basel, Switzerland
[3] Aix Marseille Univ, UMR CRO2 S 911, Marseille, France
[4] Metron Global Hlth Initiat, Marseille, France
[5] Aix Marseille Univ, CNRS, INSERM, Inst Paoli Calmettes,Ctr Rech Cancerol Marseil, Marseille, France
[6] La Timone Univ Hosp Marseille, Pediat Hematol & Oncol Unit, F-13005 Marseille, France
[7] La Timone Univ Hosp Marseille, CEPCM, Marseille, France
基金
欧洲研究理事会;
关键词
CELL LUNG-CANCER; PANCREATIC-CANCER; IN-VIVO; PRECISION MEDICINE; TUMOR ANGIOGENESIS; ANTITUMOR-ACTIVITY; ORAL VINORELBINE; GEMCITABINE; NEUROBLASTOMA; XENOGRAFTS;
D O I
10.1158/0008-5472.CAN-16-3130
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Metronomic chemotherapy is usually associated with better tolerance than conventional chemotherapy, and encouraging response rates have been reported in various settings. However, clinical development of metronomic chemotherapy has been hampered by a number of limitations, including the vagueness of its definition and the resulting empiricism in protocol design. In this study, we developed a pharmacokinetic/pharmacodynamic mathematical model that identifies in silico the most effective administration schedule for gemcitabine monotherapy. This model is based upon four biological assumptions regarding the mechanisms of action of metronomic chemotherapy, resulting in a set of 6 minimally parameterized differential equations. Simulations identified daily 0.5-1 mg/kg gemcitabine as an optimal protocol to maximize antitumor efficacy. Both metronomic protocols (0.5 and 1 mg/kg/day for 28 days) were evaluated in chemoresistant neuroblastoma-bearing mice and compared with the standard MTD protocol (100 mg/kg once a week for 4 weeks). Systemic exposure to gemcitabine was 14 times lower in the metronomic groups compared with the standard group. Despite this, metronomic gemcitabine significantly inhibited tumor angiogenesis and reduced tumor perfusion and inflammation in vivo, while standard gemcitabine did not. Furthermore, metronomic gemcitabine yielded a 40%-50% decrease in tumor mass at the end of treatment as compared with control mice (P = 0.002; ANOVA on ranks with Dunn test), while standard gemcitabine failed to significantly reduce tumor growth. Stable disease was maintained in the metronomic groups for up to 2 months after treatment completion (67%-72% reduction in tumor growth at study conclusion, P < 0.001; ANOVA on ranks with Dunn test). Collectively, our results confirmed the superiority of metronomic protocols in chemoresistant tumors in vivo. (C) 2017 AACR.
引用
收藏
页码:4723 / 4733
页数:11
相关论文
共 51 条
[21]   Anticancer therapies combining antiangiogenic and tumor cell cytotoxic effects reduce the tumor stem-like cell fraction in glioma xenograft tumors [J].
Folkins, Chris ;
Man, Shan ;
Xu, Ping ;
Shaked, Yuval ;
Hicklin, Daniel J. ;
Kerbel, Robert S. .
CANCER RESEARCH, 2007, 67 (08) :3560-3564
[22]  
FOLKMAN J, 1971, NEW ENGL J MED, V285, P1182
[23]   The secret ally: immunostimulation by anticancer drugs [J].
Galluzzi, Lorenzo ;
Senovilla, Laura ;
Zitvogel, Laurence ;
Kroemer, Guido .
NATURE REVIEWS DRUG DISCOVERY, 2012, 11 (03) :215-233
[24]   Metronomic chemotherapy from rationale to clinical studies: A dream or reality? [J].
Gnoni, Antonio ;
Silvestris, Nicola ;
Licchetta, Antonella ;
Santini, Daniele ;
Scartozzi, Mario ;
Ria, Roberto ;
Pisconti, Salvatore ;
Petrelli, Fausto ;
Vacca, Angelo ;
Lorusso, Vito .
CRITICAL REVIEWS IN ONCOLOGY HEMATOLOGY, 2015, 95 (01) :46-61
[25]  
Gompertz B., 1825, PHILOS T ROY SOC LON, V115, P513, DOI DOI 10.1098/RSTL.1825.0026
[26]   Less is more, regularly: metronomic dosing of cytotoxic drugs can target tumor angiogenesis in mice [J].
Hanahan, D ;
Bergers, G ;
Bergsland, E .
JOURNAL OF CLINICAL INVESTIGATION, 2000, 105 (08) :1045-1047
[27]   Oxaliplatin, Irinotecan, and Gemcitabine: A Novel Combination in the Therapy of Progressed, Relapsed, or Refractory Tumors in Children [J].
Hartmann, Carolin ;
Weinel, Peter ;
Schmid, Hansjoerg ;
Grigull, Lorenz ;
Sander, Anette ;
Linderkamp, Christin ;
Welte, Karl ;
Reinhardt, Dirk .
JOURNAL OF PEDIATRIC HEMATOLOGY ONCOLOGY, 2011, 33 (05) :344-349
[28]   Anti-Bv8 Antibody and Metronomic Gemcitabine Improve Pancreatic Adenocarcinoma Treatment Outcome Following Weekly Gemcitabine Therapy [J].
Hasnis, Erez ;
Alishekevitz, Dror ;
Gingis-Veltski, Svetlana ;
Bril, Rotem ;
Fremder, Ella ;
Voloshin, Tali ;
Raviv, Ziv ;
Karban, Amir ;
Shaked, Yuval .
NEOPLASIA, 2014, 16 (06) :501-510
[29]   The anti-angiogenic basis of metronomic chemotherapy [J].
Kerbel, RS ;
Kamen, BA .
NATURE REVIEWS CANCER, 2004, 4 (06) :423-436
[30]   Recurrent Low-Dose Chemotherapy to Inhibit and Oxygenate Head and Neck Tumors [J].
Khan, Nadeem ;
Hou, Huagang ;
Hodge, Sassan ;
Kuppusamy, Muthulakshmi ;
Chen, Eunice Y. ;
Eastman, Alan ;
Kuppusamy, Periannan ;
Swartz, Harold M. .
OXYGEN TRANSPORT TO TISSUE XXXVI, 2014, 812 :105-111