TY - JOUR
T1 - Genetic association with overall survival of taxane-treated lung cancer patients a genome-wide association study in human lymphoblastoid cell lines followed by a clinical association study
AU - Niu, Nifang
AU - Schaid, Daniel J.
AU - Abo, Ryan P.
AU - Kalari, Krishna
AU - Fridley, Brooke L.
AU - Feng, Qiping
AU - Jenkins, Gregory
AU - Batzler, Anthony
AU - Brisbin, Abra G.
AU - Cunningham, Julie M.
AU - Li, Liang
AU - Sun, Zhifu
AU - Yang, Ping
AU - Wang, Liewei
N1 - Funding Information:
This work was supported by NIH grants K22 CA130828, R01 CA138461, U19 GM61388 (The Pharmacogenomics Research Network); R01 CA80127, R01 CA84354 and R01 CA105857. The Mayo Clinic Genotyping Shared Resource is supported by CA15083 (Mayo Comprehensive Cancer Center).
PY - 2012/9/24
Y1 - 2012/9/24
N2 - Background: Taxane is one of the first line treatments of lung cancer. In order to identify novel single nucleotide polymorphisms (SNPs) that might contribute to taxane response, we performed a genome-wide association study (GWAS) for two taxanes, paclitaxel and docetaxel, using 276 lymphoblastoid cell lines (LCLs), followed by genotyping of top candidate SNPs in 874 lung cancer patient samples treated with paclitaxel.Methods: GWAS was performed using 1.3 million SNPs and taxane cytotoxicity IC50 values for 276 LCLs. The association of selected SNPs with overall survival in 76 small or 798 non-small cell lung cancer (SCLC, NSCLC) patients were analyzed by Cox regression model, followed by integrated SNP-microRNA-expression association analysis in LCLs and siRNA screening of candidate genes in SCLC (H196) and NSCLC (A549) cell lines.Results: 147 and 180 SNPs were associated with paclitaxel or docetaxel IC50s with p-values <10-4 in the LCLs, respectively. Genotyping of 153 candidate SNPs in 874 lung cancer patient samples identified 8 SNPs (p-value < 0.05) associated with either SCLC or NSCLC patient overall survival. Knockdown of PIP4K2A, CCT5, CMBL, EXO1, KMO and OPN3, genes within 200 kb up-/downstream of the 3 SNPs that were associated with SCLC overall survival (rs1778335, rs2662411 and rs7519667), significantly desensitized H196 to paclitaxel. SNPs rs2662411 and rs1778335 were associated with mRNA expression of CMBL or PIP4K2A through microRNA (miRNA) hsa-miR-584 or hsa-miR-1468.Conclusions: GWAS in an LCL model system, joined with clinical translational and functional studies, might help us identify genetic variations associated with overall survival of lung cancer patients treated paclitaxel.
AB - Background: Taxane is one of the first line treatments of lung cancer. In order to identify novel single nucleotide polymorphisms (SNPs) that might contribute to taxane response, we performed a genome-wide association study (GWAS) for two taxanes, paclitaxel and docetaxel, using 276 lymphoblastoid cell lines (LCLs), followed by genotyping of top candidate SNPs in 874 lung cancer patient samples treated with paclitaxel.Methods: GWAS was performed using 1.3 million SNPs and taxane cytotoxicity IC50 values for 276 LCLs. The association of selected SNPs with overall survival in 76 small or 798 non-small cell lung cancer (SCLC, NSCLC) patients were analyzed by Cox regression model, followed by integrated SNP-microRNA-expression association analysis in LCLs and siRNA screening of candidate genes in SCLC (H196) and NSCLC (A549) cell lines.Results: 147 and 180 SNPs were associated with paclitaxel or docetaxel IC50s with p-values <10-4 in the LCLs, respectively. Genotyping of 153 candidate SNPs in 874 lung cancer patient samples identified 8 SNPs (p-value < 0.05) associated with either SCLC or NSCLC patient overall survival. Knockdown of PIP4K2A, CCT5, CMBL, EXO1, KMO and OPN3, genes within 200 kb up-/downstream of the 3 SNPs that were associated with SCLC overall survival (rs1778335, rs2662411 and rs7519667), significantly desensitized H196 to paclitaxel. SNPs rs2662411 and rs1778335 were associated with mRNA expression of CMBL or PIP4K2A through microRNA (miRNA) hsa-miR-584 or hsa-miR-1468.Conclusions: GWAS in an LCL model system, joined with clinical translational and functional studies, might help us identify genetic variations associated with overall survival of lung cancer patients treated paclitaxel.
KW - Genome-wide association
KW - Lung cancer
KW - Lymphoblastoid cell line
KW - Overall survival
KW - Taxane
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U2 - 10.1186/1471-2407-12-422
DO - 10.1186/1471-2407-12-422
M3 - Article
C2 - 23006423
AN - SCOPUS:84866515205
SN - 1471-2407
VL - 12
JO - BMC Cancer
JF - BMC Cancer
M1 - 422
ER -