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Mushiroda, Taisei

0000-0002-4139-8794

A5085935866 | I202391551

Mayo Clinic

Czech Academy of Sciences

Citations 8

ENIGMA CHEK2 gether Project: A Comprehensive Study Identifies Functionally Impaired CHEK2 Germline Missense Variants Associated with Increased Breast Cancer Risk

Clinical Cancer Research | July 14, 2023 | Volume: 29 | Issue: 16 | Pages: 3037-3050

10.1158/1078-0432.ccr-23-0212 | PMID 37449874

Abstract Purpose: Germline pathogenic variants in CHEK2 confer moderately elevated breast cancer risk (odds ratio, OR ∼ 2.5), qualifying carriers for enhanced breast cancer screening. Besides pathogenic variants, dozens of missense CHEK2 variants of uncertain significance (VUS) have been identified, hampering the clinical utility of germline genetic testing (GGT). Experimental Design: We collected 460 CHEK2 missense VUS identified by the ENIGMA consortium in 15 countries. Their functional characterization was performed using CHEK2-complementation assays quantifying KAP1 phosphorylation and CHK2 autophosphorylation in human RPE1–CHEK2-knockout cells. Concordant results in both functional assays were used to categorize CHEK2 VUS from 12 ENIGMA case–control datasets, including 73,048 female patients with breast cancer and 88,658 ethnicity-matched controls. Results: A total of 430/460 VUS were successfully analyzed, of which 340 (79.1%) were concordant in both functional assays and categorized as functionally impaired (N = 102), functionally intermediate (N = 12), or functionally wild-type (WT)–like (N = 226). We then examined their association with breast cancer risk in the case–control analysis. The OR and 95% CI (confidence intervals) for carriers of functionally impaired, intermediate, and WT-like variants were 2.83 (95% CI, 2.35–3.41), 1.57 (95% CI, 1.41–1.75), and 1.19 (95% CI, 1.08–1.31), respectively. The meta-analysis of population-specific datasets showed similar results. Conclusions: We determined the functional consequences for the majority of CHEK2 missense VUS found in patients with breast cancer (3,660/4,436; 82.5%). Carriers of functionally impaired missense variants accounted for 0.5% of patients with breast cancer and were associated with a moderate risk similar to that of truncating CHEK2 variants. In contrast, 2.2% of all patients with breast cancer carried functionally wild-type/intermediate missense variants with no clinically relevant breast cancer risk in heterozygous carriers.
Citalopram and escitalopram plasma drug and metabolite concentrations: genome‐wide associations

British Journal of Clinical Pharmacology | February 17, 2014 | Volume: 78 | Issue: 2 | Pages: 373-383

10.1111/bcp.12348 | PMID 24528284

Aims Citalopram ( CT ) and escitalopram ( S ‐ CT ) are among the most widely prescribed selective serotonin reuptake inhibitors used to treat major depressive disorder ( MDD ). We applied a genome‐wide association study to identify genetic factors that contribute to variation in plasma concentrations of CT or S ‐ CT and their metabolites in MDD patients treated with CT or S ‐ CT . Methods Our genome‐wide association study was performed using samples from 435 MDD patients. Linear mixed models were used to account for within‐subject correlations of longitudinal measures of plasma drug/metabolite concentrations (4 and 8 weeks after the initiation of drug therapy), and single‐nucleotide polymorphisms ( SNPs ) were modelled as additive allelic effects. Results Genome‐wide significant associations were observed for S ‐ CT concentration with SNPs in or near the CYP2C19 gene on chromosome 10 (rs1074145, P = 4.1 × 10 −9 ) and with S ‐didesmethylcitalopram concentration for SNPs near the CYP2D6 locus on chromosome 22 (rs1065852, P = 2.0 × 10 −16 ), supporting the important role of these cytochrome P450 ( CYP ) enzymes in biotransformation of citalopram. After adjustment for the effect of CYP2C19 functional alleles, the analyses also identified novel loci that will require future replication and functional validation. Conclusions In vitro and in vivo studies have suggested that the biotransformation of CT to monodesmethylcitalopram and didesmethylcitalopram is mediated by CYP isozymes. The results of our genome‐wide association study performed in MDD patients treated with CT or S ‐ CT have confirmed those observations but also identified novel genomic loci that might play a role in variation in plasma levels of CT or its metabolites during the treatment of MDD patients with these selective serotonin reuptake inhibitors.
Selective Estrogen Receptor Modulators and Pharmacogenomic Variation in ZNF423 Regulation of BRCA1 Expression: Individualized Breast Cancer Prevention

Cancer Discovery | June 14, 2013 | Volume: 3 | Issue: 7 | Pages: 812-825

10.1158/2159-8290.cd-13-0038 | PMID 23764426

Abstract The selective estrogen receptor modulators (SERM) tamoxifen and raloxifene can reduce the occurrence of breast cancer in high-risk women by 50%, but this U.S. Food and Drug Administration-approved prevention therapy is not often used. We attempted to identify genetic factors that contribute to variation in SERM breast cancer prevention, using DNA from the NSABP P-1 and P-2 breast cancer prevention trials. An initial discovery genome-wide association study identified common single-nucleotide polymorphisms (SNP) in or near the ZNF423 and CTSO genes that were associated with breast cancer risk during SERM therapy. We then showed that both ZNF423 and CTSO participated in the estrogen-dependent induction of BRCA1 expression, in both cases with SNP-dependent variation in induction. ZNF423 appeared to be an estrogen-inducible BRCA1 transcription factor. The OR for differences in breast cancer risk during SERM therapy for subjects homozygous for both protective or both risk alleles for ZNF423 and CTSO was 5.71. Significance: This study identified novel, functionally polymorphic genes involved in the estrogen-dependent regulation of BRCA1 expression, as well as a novel mechanism for genetic variation in SERM therapeutic effect. These observations, and definition of their underlying mechanisms, represent steps toward pharmacogenomically individualized SERM breast cancer prevention. Cancer Discov; 3(7); 812–25. ©2013 AACR. See related commentary by Machiela and Chanock, p. 728 This article is highlighted in the In This Issue feature, p. 705
A Genome-Wide Association Study of Overall Survival in Pancreatic Cancer Patients Treated with Gemcitabine in CALGB 80303

Clinical Cancer Research | December 6, 2011 | Volume: 18 | Issue: 2 | Pages: 577-584

10.1158/1078-0432.ccr-11-1387 | PMID 22142827

Abstract Background and Aims: Cancer and Leukemia Group B 80303 was a randomized, phase III study in patients with advanced pancreatic cancer treated with gemcitabine plus either bevacizumab or placebo. We prospectively collected germline DNA and conducted a genome-wide association study (GWAS) using overall survival (OS) as the endpoint. Experimental Design: DNA from 351 patients was genotyped for more than 550,000 single-nucleotide polymorphisms (SNP). Associations between OS and SNPs were investigated using the log-linear 2-way multiplicative Cox proportional hazards model. The subset of 294 genetically European patients was used for the primary analysis. Results: A nonsynonymous SNP in interleukin (IL)17F (rs763780, H161R) and an intronic SNP in strong linkage disequilibrium (rs7771466) were associated with OS using genome-wide criteria (P ≤ 10−7). Median OS was significantly shorter (P = 2.61 × 10−8) for the rs763780 heterozygotes [3.1 months; 95% confidence interval (CI), 2.3–4.3] than for the patients without this variant (6.8 months; 95% CI, 5.8–7.3). After adjustment by stratification factors, the P value for the association was 9.51 × 10−7. Conclusions: The variant 161R form of IL-17F is a natural antagonist of the antiangiogenic effects of wild-type 161H IL-17F, and angiogenesis may play an important role in the metastatic spread of pancreatic cancer. In this preliminary study, we hypothesize that the angiogenetic potential of pancreatic cancers in patients with variant IL-17F is higher than that of tumors in patients with wild-type IL-17F, conferring worse prognosis. This exploratory GWAS may provide the foundation for testing the biology and clinical effects of novel genes and their heritable variants through mechanistic and confirmatory studies in pancreatic cancer. Clin Cancer Res; 18(2); 577–84. ©2011 AACR.
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

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

10.1158/1078-0432.ccr-11-0860 | PMID 21880792

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.
Abstract PD05-02: Genome-Wide Associations of Breast Events and Functional Genomic Studies in High-Risk Women Receiving Tamoxifen or Raloxifene on NSABP P1 and P2 Prevention Trials. A Pharmacogenomics Research Network-RIKEN-NSABP Collaboration

Cancer Research | April 27, 2011 | Volume: 70 | Issue: 24_Supplement | Pages: PD05-02-PD05-02

10.1158/0008-5472.sabcs10-pd05-02

Abstract Background: NSABP P1 and P2 are the largest prevention trials of tamoxifen and raloxifene in women at high risk of developing breast cancer. Both agents have been shown to decrease, but not eliminate breast cancer risk in these women. The goal of our study was to identify single nucleotide polymorphisms (SNPs) associated with development of breast cancer in high-risk women treated with tamoxifen or raloxifene. Methods: We performed a nested matched case-control genome-wide association study (GWAS) in subjects entered on the P2, which included only postmenopausal women, and subjects at least 50 years old entered on the P1 phase III prevention trials who were treated with tamoxifen or raloxifene. Cases were defined as subjects who developed invasive breast cancer or ductal carcinoma in situ and each was matched to two controls based on trial (P1, P2), age at trial entry, Gail risk score, history of lobular carcinoma in situ, and time on study. The study was restricted to the 94% of subjects self-identified as Caucasian. Genotyping was performed with the Illumina Human610-Quad chip. Eigenstrat analyses were performed to control for population stratification. SNPs were imputed within 200 Kb on either side of regions containing SNPs with p ≤ 3E-05. CYP2D6 genotyping was performed on all subjects. Results: The GWAS included 592 cases and 1171 controls. 547,356 SNPs were used in the analyses after removing 14,019 for call rates less than 98%, 30,560 for minor allele frequencies <1%, and 301 with Hardy-Weinberg equilibrium p-value <1E-06. Eigenvectors did not alter the results when used as covariates. Eleven genotyped SNPs with p-values ranging from 2.12E-06 to 9.98E-06 (conditional logistic regression with eigenvector adjustment) were identified; and 22 SNPs with p < 4E-05 were identified by imputation around these SNPs on chromosomes (Chr) 4, 8, 9, 13, 16 and 22, which were then genotyped with the Invader platform. Following imputation and genotyping, initial functional genomic studies have focused on 8 SNPs on Chr 16 (p-values 1.81E-06 to 9.55E-06, with the lowest p-value for an imputed and fine mapped SNP), all of which were in ZNF423, a gene known to encode a protein that associates with SMAD family members. In lymphoblastoid cell lines genotyped for the 2 top SNPs in ZNF423 (rs8060157 and rs11076499) and stably transfected with estrogen receptor-α, the variant and wild type SNPs displayed striking differences in estradiol-induced expression of ZNF423, SMAD3, BRCA1, and BRCA2. Conclusions: This GWAS revealed SNPs associated with the development of breast cancer in high-risk women treated with tamoxifen or raloxifene. Genome-wide significance was not achieved, but SNPs in ZNF423 identified on Chr 16 were associated with differential expression of ZNF423, SMAD3, BRCA1, and BRCA2 in response to estradiol in vitro, providing direction for future research. (Supported in part by NIH grants U01GM61388, U01GM63173, P50CA116201, U10CA77202, U10CA37377, U10CA69974, U24CA114732, and the Biobank Japan Project funded by the Ministry of Education, Culture, Sports, Science and Technology, Japan) Citation Information: Cancer Res 2010;70(24 Suppl):Abstract nr PD05-02.
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.

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

10.1158/0008-5472.sabcs-09-15

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

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

10.1200/jco.2010.28.5064 | PMID 20876420

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.