- Hertz, Daniel L;
- Owzar, Kouros;
- Lessans, Sherrie;
- Wing, Claudia;
- Jiang, Chen;
- Kelly, William Kevin;
- Patel, Jai;
- Halabi, Susan;
- Furukawa, Yoichi;
- Wheeler, Heather E;
- Sibley, Alexander B;
- Lassiter, Cameron;
- Weisman, Lois;
- Watson, Dorothy;
- Krens, Stefanie D;
- Mulkey, Flora;
- Renn, Cynthia L;
- Small, Eric J;
- Febbo, Phillip G;
- Shterev, Ivo;
- Kroetz, Deanna L;
- Friedman, Paula N;
- Mahoney, John F;
- Carducci, Michael A;
- Kelley, Michael J;
- Nakamura, Yusuke;
- Kubo, Michiaki;
- Dorsey, Susan G;
- Dolan, M Eileen;
- Morris, Michael J;
- Ratain, Mark J;
- McLeod, Howard L
Purpose
Discovery of SNPs that predict a patient's risk of docetaxel-induced neuropathy would enable treatment individualization to maximize efficacy and avoid unnecessary toxicity. The objectives of this analysis were to discover SNPs associated with docetaxel-induced neuropathy and mechanistically validate these associations in preclinical models of drug-induced neuropathy.Experimental design
A genome-wide association study was conducted in metastatic castrate-resistant prostate cancer patients treated with docetaxel, prednisone and randomized to bevacizumab or placebo on CALGB 90401. SNPs were genotyped on the Illumina HumanHap610-Quad platform followed by rigorous quality control. The inference was conducted on the cumulative dose at occurrence of grade 3+ sensory neuropathy using a cause-specific hazard model that accounted for early treatment discontinuation. Genes with SNPs significantly associated with neuropathy were knocked down in cellular and mouse models of drug-induced neuropathy.Results
A total of 498,081 SNPs were analyzed in 623 Caucasian patients, 50 (8%) of whom experienced grade 3+ neuropathy. The 1,000 SNPs most associated with neuropathy clustered in relevant pathways including neuropathic pain and axonal guidance. An SNP in VAC14 (rs875858) surpassed genome-wide significance (P = 2.12 × 10-8, adjusted P = 5.88 × 10-7). siRNA knockdown of VAC14 in stem cell-derived peripheral neuronal cells increased docetaxel sensitivity as measured by decreased neurite processes (P = 0.0015) and branches (P < 0.0001). Prior to docetaxel treatment, VAC14 heterozygous mice had greater nociceptive sensitivity than wild-type litter mate controls (P = 0.001).Conclusions
VAC14 should be prioritized for further validation of its potential role as a predictor of docetaxel-induced neuropathy and biomarker for treatment individualization. Clin Cancer Res; 22(19); 4890-900. ©2016 AACR.