Kinetic-Pharmacodynamic Model of Chemotherapy-Induced Peripheral Neuropathy in Patients with Metastatic Breast Cancer Treated with Paclitaxel, Nab-Paclitaxel, or Ixabepilone: CALGB 40502 (Alliance)

Chemotherapy-induced peripheral neuropathy (CIPN) is a dose-limiting toxicity caused by several chemotherapeutic agents. Currently, CIPN is managed by empirical dose modifications at the discretion of the treating physician. The goal of this research is to quantitate the dose-CIPN relationship to inform the optimal strategies for dose modification. Data were obtained from the Cancer and Leukemia Group B (CALGB) 40502 trial, a randomized phase III trial of paclitaxel vs. nab-paclitaxel vs. ixabepilone as first-line chemotherapy for locally recurrent or metastatic breast cancer. CIPN was measured using a subset of the Functional Assessment of Cancer Therapy-Gynecologic Oncology Group Neurotoxicity (FACT-GOG-NTX) scale. A kinetic-pharmacodynamic (K-PD) model was utilized to quantitate the dose-CIPN relationship simultaneously for the three drugs. Indirect response models with linear and Smax drug effects were evaluated. The model was evaluated by comparing the predicted proportion of patients with CIPN (score ≥8 or score ≥12) to the observed proportion. An indirect response model with linear drug effect was able to describe the longitudinal CIPN data reasonably well. The proportion of patients that were falsely predicted to have CIPN or were falsely predicted not to have CIPN was 20% or less at any cycle. The model will be utilized to identify an early time point that can predict CIPN at later time points. This strategy will be utilized to inform dose adjustments to prospectively manage CIPN. Clinicaltrials.gov ID: NCT00785291

[1]  N. Reinmuth,et al.  Open-label, randomized study of individualized, pharmacokinetically (PK)-guided dosing of paclitaxel combined with carboplatin or cisplatin in patients with advanced non-small-cell lung cancer (NSCLC). , 2016, Annals of oncology : official journal of the European Society for Medical Oncology.

[2]  B. Monk,et al.  Weekly vs. Every-3-Week Paclitaxel and Carboplatin for Ovarian Cancer. , 2016, The New England journal of medicine.

[3]  C. Cohane,et al.  A hemodynamic model to guide blood pressure control during deliberate hypotension with sodium nitroprusside in children , 2015, Front. Pharmacol..

[4]  E. Winer,et al.  Randomized Phase III Trial of Paclitaxel Once Per Week Compared With Nanoparticle Albumin-Bound Nab-Paclitaxel Once Per Week or Ixabepilone With Bevacizumab As First-Line Chemotherapy for Locally Recurrent or Metastatic Breast Cancer: CALGB 40502/NCCTG N063H (Alliance). , 2015, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[5]  M. A. Wouters,et al.  Potential role of glutathione in evolution of thiol-based redox signaling sites in proteins , 2015, Frontiers in Pharmacology.

[6]  E. Rivera,et al.  Overview of neuropathy associated with taxanes for the treatment of metastatic breast cancer , 2015, Cancer Chemotherapy and Pharmacology.

[7]  Dawn L Hershman,et al.  Prevention and management of chemotherapy-induced peripheral neuropathy in survivors of adult cancers: American Society of Clinical Oncology clinical practice guideline. , 2014, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[8]  A. Argyriou,et al.  Chemotherapy-induced peripheral neuropathy in adults: a comprehensive update of the literature , 2014, Cancer management and research.

[9]  L. Vitetta,et al.  Nutraceuticals and chemotherapy induced peripheral neuropathy (CIPN): a systematic review. , 2013, Clinical nutrition.

[10]  J. Reijneveld,et al.  Prevention of chemotherapy-induced peripheral neuropathy: a matter of personalized treatment? , 2013, Annals of oncology : official journal of the European Society for Medical Oncology.

[11]  E. Wiemer,et al.  CYP3A4*22 Genotype and Systemic Exposure Affect Paclitaxel-Induced Neurotoxicity , 2013, Clinical Cancer Research.

[12]  R. Speck,et al.  Impact of chemotherapy-induced peripheral neuropathy on treatment delivery in nonmetastatic breast cancer. , 2013, Journal of oncology practice.

[13]  C. Shapiro,et al.  Effect of duloxetine on pain, function, and quality of life among patients with chemotherapy-induced painful peripheral neuropathy: a randomized clinical trial. , 2013, JAMA.

[14]  Yusuke Nakamura,et al.  A Genome-Wide Association Study Identifies Novel Loci for Paclitaxel-Induced Sensory Peripheral Neuropathy in CALGB 40101 , 2012, Clinical Cancer Research.

[15]  Guido Cavaletti,et al.  Chemotherapy-induced peripheral neurotoxicity (CIPN): an update. , 2012, Critical reviews in oncology/hematology.

[16]  E. Perez,et al.  Ixabepilone-associated peripheral neuropathy: data from across the phase II and III clinical trials , 2012, Supportive Care in Cancer.

[17]  M. Yunokawa,et al.  Phase I and pharmacokinetic study of nab-paclitaxel, nanoparticle albumin-bound paclitaxel, administered weekly to Japanese patients with solid tumors and metastatic breast cancer , 2012, Cancer Chemotherapy and Pharmacology.

[18]  Guido Cavaletti,et al.  Chemotherapy‐induced peripheral neurotoxicity can be misdiagnosed by the National Cancer Institute Common Toxicity scale , 2011, Journal of the peripheral nervous system : JPNS.

[19]  A. Ocean,et al.  Peripheral neuropathy with microtubule-targeting agents: occurrence and management approach. , 2011, Clinical breast cancer.

[20]  M. Friedlander,et al.  Early, progressive, and sustained dysfunction of sensory axons underlies paclitaxel‐induced neuropathy , 2011, Muscle and Nerve.

[21]  G. Pillai,et al.  Population pharmacodynamic model of the longitudinal FEV1 response to an inhaled long-acting anti-muscarinic in COPD patients , 2011, Journal of Pharmacokinetics and Pharmacodynamics.

[22]  K. Beusterien,et al.  Patient-Reported Outcomes in Chemotherapy-Induced Peripheral Neuropathy: A Review , 2010 .

[23]  J. Bruna,et al.  [Chemotherapy-induced peripheral neuropathy: an unresolved issue]. , 2010, Neurologia.

[24]  Rosero Velasco,et al.  Neuropatía inducida por quimioterapia: un problema no resuelto , 2010 .

[25]  A. Valachis,et al.  Overall survival benefit for weekly vs. three-weekly taxanes regimens in advanced breast cancer: A meta-analysis. , 2010, Cancer treatment reviews.

[26]  G. Cavaletti,et al.  Chemotherapy-Induced Peripheral Neurotoxicity assessment: a critical revision of the currently available tools. , 2010, European journal of cancer.

[27]  R. Gieschke,et al.  Modelling Response Time Profiles in the Absence of Drug Concentrations: Definition and Performance Evaluation of the K–PD Model , 2007, Journal of Pharmacokinetics and Pharmacodynamics.

[28]  P. Mantyh Cancer pain and its impact on diagnosis, survival and quality of life , 2006, Nature Reviews Neuroscience.

[29]  D. Cella,et al.  Validation and reduction of FACT/GOG-Ntx subscale for platinum/paclitaxel-induced neurologic symptoms: a gynecologic oncology group study , 2006, International Journal of Gynecologic Cancer.

[30]  B. Overmoyer,et al.  Randomized phase III study of docetaxel compared with paclitaxel in metastatic breast cancer. , 2005, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[31]  S. Steinberg,et al.  Association of Paclitaxel Pharmacokinetics with the Development of Peripheral Neuropathy in Patients with Advanced Cancer , 2005, Clinical Cancer Research.

[32]  F. Holmes Failure of Higher-Dose Paclitaxel to Improve Outcome in Patients With Metastatic Breast Cancer: Cancer and Leukemia Group B Trial 9342 , 2005 .

[33]  Timothy Goggin,et al.  A semimechanistic and mechanistic population PK-PD model for biomarker response to ibandronate, a new bisphosphonate for the treatment of osteoporosis. , 2004, British journal of clinical pharmacology.

[34]  M. Nishimura,et al.  Phase I trial of carboplatin and weekly paclitaxel in patients with advanced non-small-cell lung cancer. , 2004, Japanese journal of clinical oncology.

[35]  David Cella,et al.  Measuring the side effects of taxane therapy in oncology , 2003, Cancer.

[36]  J Verweij,et al.  Cremophor EL: the drawbacks and advantages of vehicle selection for drug formulation. , 2001, European journal of cancer.

[37]  J. Heimans,et al.  Pitfalls in grading severity of chemotherapy-induced peripheral neuropathy. , 1998, Annals of oncology : official journal of the European Society for Medical Oncology.

[38]  W J Jusko,et al.  Characteristics of indirect pharmacodynamic models and applications to clinical drug responses. , 1998, British journal of clinical pharmacology.