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Schaid, Daniel J.

https://orcid.org/0000-0003-1457-6433

Mayo Clinic

Mayo Clinic

Citations 124

Evaluation of CYP2D6 and Efficacy of Tamoxifen and Raloxifene in Women Treated for Breast Cancer Chemoprevention: Results from the NSABP P1 and P2 Clinical Trials
Schaid, Daniel J. , Wickerham, D. Lawrence, Safgren, Stephanie L. , Kubo, Michiaki , Batzler, Anthony , Costantino, Joseph P., Vogel, Victor G. , Paik, Soonmyung , Flockhart, David A., Nakamura, Yusuke , Weinshilboum, Richard M. , Ames, Matthew M. , Goetz, Matthew P. , Mushiroda, Taisei , Carlson, Erin E. , Wolmark, Norman , Weinshilboum, Richard M. , Ingle, James N. , Safgren, Stephanie L

Clinical Cancer Research | September 1, 2011 | Volume: 17 | Issue: 21 | Pages: 6944-6951

10.1158/1078-0432.ccr-11-0860 Get It

Abstract Background: Controversy exists regarding the association between CYP2D6 enzyme activity and tamoxifen effectiveness in the adjuvant treatment of invasive breast cancer; however, this association in the primary prevention of breast cancer is unknown. Methods: We conducted a nested case–control study in the context of the NSABP P1 and P2 prevention trials to determine the impact of CYP2D6 genotype, CYP2D6 inhibitor use, and metabolizer status (CYP2D6 genotype combined with CYP2D6 inhibitor use), on breast cancer events. Women who developed breast cancer (both noninvasive and invasive) while on 5 years of selective estrogen receptor modulators therapy (cases) were matched to controls free of breast cancer. Comprehensive CYP2D6 genotyping was conducted for alleles associated with absent (*3, *4, *5, and *6), reduced (*10, *17, and *41), and increased (*1XN and *2XN) enzyme activity. Information regarding the use of CYP2D6 inhibitors was recorded. Results: A total of 591 cases were matched to 1,126 controls and DNA was genotyped in more than 97%. In patients treated with tamoxifen, there was no association of CYP2D6 genotype [OR (extensive/poor metabolizer): 0.90; 95% CI: 0.46–1.74, P = 0.74), use of a potent CYP2D6 inhibitor (OR 0.92; 95% CI: 0.575–1.486), or CYP2D6 metabolizer status (OR 1.03; 95% CI: 0.669–1.607) with breast cancer occurrence. Likewise, there was no association between any CYP2D6 metabolism parameter with breast cancer events in raloxifene-treated patients. Conclusion: In the NSABP P1 and P2 clinical trials, alterations in CYP2D6 metabolism are not associated with either tamoxifen or raloxifene efficacy. Clin Cancer Res; 17(21); 6944–51. ©2011 AACR.
Genetic Variation Predicting Cisplatin Cytotoxicity Associated with Overall Survival in Lung Cancer Patients Receiving Platinum-Based Chemotherapy
Tan, Xiang-Lin, Moyer, Ann M. , Schaid, Daniel J. , Niu, Nifang, Batzler, Anthony , Jenkins, Gregory D. , Abo, Ryan, Li, Liang , Cunningham, Julie M. , Sun, Zhifu , Wang, Liewei , Tan, Xiang‐Lin, Fridley, Brooke L. , Yang, Ping , Sun, Zhifu , Li, Liang

Clinical Cancer Research | July 20, 2011 | Volume: 17 | Issue: 17 | Pages: 5801-5811

10.1158/1078-0432.ccr-11-1133 Get It

Abstract Purpose: Inherited variability in the prognosis of lung cancer patients treated with platinum-based chemotherapy has been widely investigated. However, the overall contribution of genetic variation to platinum response is not well established. To identify novel candidate single nucleotide polymorphisms (SNP)/genes, we carried out a genome-wide association study (GWAS) for cisplatin cytotoxicity by using lymphoblastoid cell lines (LCL), followed by an association study of selected SNPs from the GWAS with overall survival (OS) in lung cancer patients. Experimental Design: A GWAS for cisplatin was conducted with 283 ethnically diverse LCLs. A total of 168 top SNPs were genotyped in 222 small cell lung cancer (SCLC) and 961 non-SCLC (NSCLC) patients treated with platinum-based therapy. Association of the SNPs with OS was determined by using the Cox regression model. Selected candidate genes were functionally validated by siRNA knockdown in human lung cancer cells. Results: Among 157 successfully genotyped SNPs, 9 and 10 SNPs were top SNPs associated with OS for patients with NSCLC and SCLC, respectively, although they were not significant after adjusting for multiple testing. Fifteen genes, including 7 located within 200 kb up or downstream of the 4 top SNPs and 8 genes for which expression was correlated with 3 SNPs in LCLs were selected for siRNA screening. Knockdown of DAPK3 and METTL6, for which expression levels were correlated with the rs11169748 and rs2440915 SNPs, significantly decreased cisplatin sensitivity in lung cancer cells. Conclusions: This series of clinical and complementary laboratory-based functional studies identified several candidate genes/SNPs that might help predict treatment outcomes for platinum-based therapy of lung cancer. Clin Cancer Res; 17(17); 5801–11. ©2011 AACR.
On the inheritance of intracranial aneurysms.
Schaid, Daniel J. , Rogers, H.Milton, Piepgras, D. G., Michels, Virginia V., Schievink, Wouter I.

Stroke | June 17, 2011 | Volume: 25 | Issue: 10 | Pages: 2028-2037

10.1161/01.str.25.10.2028 Get It

The familial occurrence of intracranial aneurysms suggests the presence of a genetically determined underlying arteriopathy. The pattern of inheritance in these families usually is not known. A family with seven members with intracranial aneurysms is described and, from the literature before 1994, a total of 238 families with 560 affected members (56% female and 44% male) with intracranial aneurysms not associated with a known heritable disease are reviewed. A segregation analysis was performed on 73 of these families. Two members were affected in the great majority of families (79%); five or more members were reported in only eight families (3%). The most common affected kinship was among siblings. Angiographic screening in 12 families detected an intracranial aneurysm in 29% of 51 asymptomatic relatives. Segregation analysis revealed several patterns of inheritance that were consistent with the compiled pedigrees, but no single mendelian model was the overall best fitting, suggesting that genetic heterogeneity may be important. Twenty-two percent of siblings of male probands had an intracranial aneurysm compared with 9% of siblings of female probands (P = .003). Genetic heterogeneity may be important in the genetics of intracranial aneurysms. In families with intracranial aneurysms, siblings of an affected male proband may be at a higher risk of developing an aneurysm than siblings of an affected female proband. Screening for intracranial aneurysms in asymptomatic relatives should be considered in families with two or more affected members. In most families, the nature of the underlying arteriopathy remains obscure.
A Genome-Wide Association Study in Patients Experiencing Musculoskeletal Adverse Events on Aromatase Inhibitors as Adjuvant Therapy in Early Breast Cancer Entered on NCIC CTG Trial MA.27. A Pharmacogenetics Research Network-RIKEN Collaboration.
Schaid, Daniel J. , Goss, PE, Chapman, J. W. , Kubo, Michiaki , Jenkins, Gregory D. , Batzler, Anthony , Liu, M., Shepherd, L. E., Flockhart, David A., Nakamura, Yusuke , Weinshilboum, Richard, Ingle, James N. , Mushiroda, Taisei , Chapman, Judith‐Anne W. , Ellis, Matthew J.

Cancer Research | December 30, 2010 | Volume: 69 | Issue: 24_Supplement | Pages: 15-15

10.1158/0008-5472.sabcs-09-15 Get It

Abstract Background: The third-generation aromatase inhibitors (AIs) are established adjuvant therapy for postmenopausal women with early stage breast cancer. Musculoskeletal adverse events (MS AE) have become increasingly recognized as an issue for many women receiving AIs resulting in decreased quality of life and, in some instances, discontinuation of the AI. MA.27 is an ongoing randomized clinical trial comparing anastrozole with exemestane that accrued 7576 patients (pts), including 6827 from North America, about 79% of whom provided DNA and consent for genetic testing. A review of withdrawals related to adverse events revealed that the most common cause was MS AE. The hypothesis for our study was that a genome-wide association (GWA) case control study would identify single nucleotide polymorphisms (SNPs) associated with MS AE.Methods: Cases were defined as pts with grade 3 or 4 MS AE (NCI CTCAE v3.0) or who went off treatment for any grade MS AE within the first 2 years and were matched to 2 controls based on treatment arm, length of follow-up, prior chemotherapy, age and prior celecoxib (at least 3 months prior to MS AE). The study was restricted to the 94% of pts self-identified as Caucasian. Genotyping was performed with the Illumina Human610-Quad. Genotype quality control prior to analysis required call rates ≥98%. Eigenstrat analyses were performed to control for population stratification.Results: The GWA study included 293 cases and 586 controls with 6 pts (0.7%) (4 cases, 2 controls) excluded for call rates <98%. 551,358 SNPs were used in the analyses after removing 29,439 for a minor allele frequency <1% and 82 with Hardy Weinberg Equilibrium p-values <10-6. Eigenvectors did not impact the results when used as covariates. Four SNPs with the lowest p-values (3.3-8.2 x 10-6, Armitage test), 3 in high LD (r2>.8) on chromosome (ch) 14 (rs7158782, rs7159713, rs2369049) and 1 on the X ch (rs6637820) were identified. The gene closest (4000-7000 bp) to the 3 SNPs on ch 14 was T-Cell Leukemia 1A (TCL1A), encoding a protein known to augment AKT kinase activity. Expression array data from lymphoblastoid cell lines from 300 subjects of 3 ethnicities revealed that all 3 SNPs were associated with decreased TCL1A expression after adjusting for ethnicity using 2 probe sets (p=0.006 to 0.03). Electromobility shift assay (EMSA) showed that 2 of these SNPs (rs7158782, rs7159713) displayed a shift and the former SNP showed substantially less binding for variant than wild type. The gene closest to the X ch SNP was Immunoglobulin Superfamily 1 (IGSF1), but EMSA did not show a shift for this SNP.Conclusions: MS AEs represent a major impediment to optimal use of AIs in women with breast cancer and this GWA study identified SNPs on ch 14 that provide a focus for further research to identify pts at risk for, and means to ameliorate, this adverse event.(Supported in part by NIH grants U01GM61388, U01GM63173, P50CA116201 and U10CA77202) Citation Information: Cancer Res 2009;69(24 Suppl):Abstract nr 15.
Genome-Wide Associations and Functional Genomic Studies of Musculoskeletal Adverse Events in Women Receiving Aromatase Inhibitors
Schaid, Daniel J. , Goss, Paul E., Liu, Mohan , Chapman, Judy-Anne W., Kubo, Michiaki , Jenkins, Gregory D. , Batzler, Anthony , Shepherd, Lois E. , Pater, Joseph L. , Wang, Liewei , Stearns, Vered , Rohrer, Daniel C. , Pritchard, Kathleen I. , Flockhart, David A., Nakamura, Yusuke , Weinshilboum, Richard M. , Ingle, James N. , Mushiroda, Taisei , Chapman, Judy‐Anne W., Ellis, Matthew J. , Goetz, Matthew P. , Weinshilboum, Richard M. , Stearns, Vered

Journal of Clinical Oncology | September 28, 2010 | Volume: 28 | Issue: 31 | Pages: 4674-4682

10.1200/jco.2010.28.5064 Get It

Purpose We performed a case-control genome-wide association study (GWAS) to identify single nucleotide polymorphisms (SNPs) associated with musculoskeletal adverse events (MS-AEs) in women treated with aromatase inhibitors (AIs) for early breast cancer. Patients and Methods A nested case-control design was used to select patients enrolled onto the MA.27 phase III trial comparing anastrozole with exemestane. Cases were matched to two controls and were defined as patients with grade 3 or 4 MS-AEs (according to the National Cancer Institute's Common Terminology Criteria for Adverse Events v3.0) or those who discontinued treatment for any grade of MS-AE within the first 2 years. Genotyping was performed with the Illumina Human610-Quad BeadChip. Results The GWAS included 293 cases and 585 controls. A total of 551,358 SNPs were analyzed, followed by imputation and fine mapping of a region of interest on chromosome 14. Four SNPs on chromosome 14 had the lowest P values (2.23E-06 to 6.67E-07). T-cell leukemia 1A (TCL1A) was the gene closest (926-7000 bp) to the four SNPs. Functional genomic studies revealed that one of these SNPs (rs11849538) created an estrogen response element and that TCL1A expression was estrogen dependent, was associated with the variant SNP genotypes in estradiol-treated lymphoblastoid cells transfected with estrogen receptor alpha and was directly related to interleukin 17 receptor A (IL17RA) expression. Conclusion This GWAS identified SNPs associated with MS-AEs in women treated with AIs and with a gene (TCL1A) which, in turn, was related to a cytokine (IL17). These findings provide a focus for further research to identify patients at risk for MS-AEs and to explore the mechanisms for these adverse events.
Variation in Anastrozole Metabolism and Pharmacodynamics in Women with Early Breast Cancer
Buzdar, Aman U. , Schaid, Daniel J. , Batzler, Anthony , Robson, Mark E. , Northfelt, Donald W. , Perez, Edith A. , Desta, Zeruesenay , Weintraub, Randy A., Williard, Clark, Flockhart, David A., Weinshilboum, Richard M. , Ingle, James N. , Goetz, Matthew P. , Olson, Janet E. , Weinshilboum, Richard M. , Robson, Mark

Cancer Research | March 31, 2010 | Volume: 70 | Issue: 8 | Pages: 3278-3286

10.1158/0008-5472.can-09-3024 Get It

Abstract Aromatase inhibitors play a prominent role in the management of postmenopausal women with endocrine-sensitive breast cancer, but there is large variability in both efficacy and tolerability. The purpose of our study was to define interindividual variation in anastrozole metabolism and pharmacodynamics among patients treated with the approved daily dose of 1 mg in a standard practice setting as adjuvant therapy for resected early breast cancer. This study was performed in 191 women in whom pretreatment and during anastrozole plasma concentrations of estrone (E1), estradiol (E2), estrone conjugates, androstenedione, and testosterone were determined and correlated with plasma concentrations of anastrozole and anastrozole metabolites. There were large interindividual variations in plasma anastrozole and anastrozole metabolite concentrations, as well as pretreatment and postdrug plasma E1, E2, and E1 conjugate and estrogen precursor (androstenedione and testosterone) concentrations. E1 and E2 concentrations were below the lower limit of quantitation (LLQ) in most patients after anastrozole therapy (83% for both), but those with detectable concentrations had a broad range (1.58–45.2 and 0.635–97.0 pg/mL, respectively). E1 conjugates after anastrozole therapy were above the LLQ in most patients (93%), with wide interpatient variability (3.50–2,990 pg/mL). Two patients seemed to extensively metabolize anastrozole and failed to display substantial decreases in estrogens. Acknowledging the potential factor of variable compliance, our results showed large interindividual variation in anastrozole metabolism and its effect on circulating estrogens in postmenopausal patients. These findings may have implications with regard to efficacy and adverse events and may indicate the need to “individualize” therapy with this drug. Cancer Res; 70(8); 3278–86. ©2010 AACR.
Conference Scene: Lessons Learned from the 5th Statistical Analysis Workshop of the Pharmacogenetics Research Network
Atkinson, Elizabeth J. , McDonnell, Shannon K. , Witte, John S. , Crawford, Dana C. , Fan, Yiping , Li, Lang , Rodin, Andréi S. , Speed, Terry, Yerges, Laura, Schaid, Daniel J. , Fridley, Brooke L. , Li, Dalin , Sadée, Wolfgang , Speed, Terry, Weiss, Scott T. , Yang, Jun J.J. , McDonnell, Shannon K

Pharmacogenomics | March 17, 2010 | Volume: 11 | Issue: 3 | Pages: 297-303

10.2217/pgs.10.5 Get It

Glutathione Pathway Genetic Polymorphisms and Lung Cancer Survival After Platinum-Based Chemotherapy
Moyer, Ann M. , Sun, Zhifu , Batzler, Anthony , Schaid, Daniel J. , Weinshilboum, Richard M. , Li, Liang , Yang, Ping , Weinshilboum, Richard M. , Sun, Zhifu

Cancer Epidemiology, Biomarkers & Prevention | March 9, 2010 | Volume: 19 | Issue: 3 | Pages: 811-821

10.1158/1055-9965.epi-09-0871 Get It

Abstract Background: Lung cancer is commonly treated with platinum compounds. The “glutathione pathway” participates in the metabolism of platinum compounds. We set out to test the hypotheses that single nucleotide polymorphisms (SNPs) or copy number polymorphisms for genes within the glutathione pathway might influence survival in lung cancer patients treated with these drugs. Methods: Germline DNA samples from 973 lung cancer patients were genotyped for 290 glutathione pathway SNPs. GSTT1 copy number was also assayed. We determined the association of these polymorphisms with survival for lung cancer patients, followed by functional genomic validation. Results: We observed suggestive associations between survival and GSTT1 copy number (P = 0.017), and GSTA5, GSTM4, and ABCC4 SNPs, adjusted for covariates (P = 0.018, 0.002, and 0.002, respectively) or not (P = 0.005, 0.011, and 0.002). One hundred lymphoblastoid cell lines were then treated with cisplatin, and IC50 values were significantly associated with the GSTM4 SNP (P = 0.019). Furthermore, GSTM4, GSTT1, and ABCC4 overexpression significantly decreased cisplatin sensitivity in lung cancer and HEK293T cell lines. Conclusions: These results suggest that GSTM4 polymorphisms are biomarkers for the prediction of cisplatin response. ABCC4 polymorphisms, as well as GSTT1 copy number, may also help to predict cisplatin response, but further validation is required. These results represent a step toward the individualized chemotherapy of lung cancer. Cancer Epidemiol Biomarkers Prev; 19(3); 811–21
Human Glucocorticoid Receptor α Gene (NR3C1) Pharmacogenomics: Gene Resequencing and Functional Genomics
Niu, Nifang, Kalari, Krishna R. , Moon, Irene, Pelleymounter, Linda L., Eckloff, Bruce W., Wieben, Eric D. , Schaid, Daniel J. , Wang, Liewei , Manickam, Venkatraman , Kalari, Krishna R

The Journal of Clinical Endocrinology & Metabolism | May 13, 2009 | Volume: 94 | Issue: 8 | Pages: 3072-3084

10.1210/jc.2008-2109 Get It

Polymorphisms in Mitochondrial Genes and Prostate Cancer Risk
McDonnell, Shannon K. , Hebbring, Scott J. , Cunningham, Julie M. , Sauver, Jennifer L. St. , Cerhan, James R. , Isaya, Grazia , Schaid, Daniel J. , Thibodeau, Stephen N. , Wang, Liang , Cerhan, James R , St Sauver, Jennifer L , McDonnell, Shannon K

Cancer Epidemiology, Biomarkers & Prevention | December 8, 2008 | Volume: 17 | Issue: 12 | Pages: 3558-3566

10.1158/1055-9965.epi-08-0434 Get It

Abstract The mitochondrion, conventionally thought to be an organelle specific to energy metabolism, is in fact multifunctional and implicated in many diseases, including cancer. To evaluate whether mitochondria-related genes are associated with increased risk for prostate cancer, we genotyped 24 single-nucleotide polymorphisms (SNP) within the mitochondrial genome and 376 tagSNPs localized to 78 nuclear-encoded mitochondrial genes. The tagSNPs were selected to achieve ≥80% coverage based on linkage disequilibrium. We compared allele and haplotype frequencies in ∼1,000 prostate cancer cases with ∼500 population controls. An association with prostate cancer was not detected for any of the SNPs within the mitochondrial genome individually or for 10 mitochondrial common haplotypes when evaluated using a global score statistic. For the nuclear-encoded genes, none of the tagSNPs were significantly associated with prostate cancer after adjusting for multiple testing. Nonetheless, we evaluated unadjusted P values by comparing our results with those from the Cancer Genetic Markers of Susceptibility (CGEMS) phase I data set. Seven tagSNPs had unadjusted P ≤ 0.05 in both our data and in CGEMS (two SNPs were identical and five were in strong linkage disequilibrium with CGEMS SNPs). These seven SNPs (rs17184211, rs4147684, rs4233367, rs2070902, rs3829037, rs7830235, and rs1203213) are located in genes MTRR, NDUFA9, NDUFS2, NDUFB9, and COX7A2, respectively. Five of the seven SNPs were further included in the CGEMS phase II study; however, none of the findings for these were replicated. Overall, these results suggest that polymorphisms in the mitochondrial genome and those in the nuclear-encoded mitochondrial genes evaluated are not substantial risk factors for prostate cancer. (Cancer Epidemiol Biomarkers Prev 2008;17(12):3558–66)