238 results on '"Taisei Mushiroda"'
Search Results
2. Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes
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Ahmed El‐Boraie, Julie‐Anne Tanner, Andy Z.X. Zhu, Katrina G. Claw, Bhagwat Prasad, Erin G. Schuetz, Kenneth E. Thummel, Koya Fukunaga, Taisei Mushiroda, Michiaki Kubo, Neal L. Benowitz, Caryn Lerman, and Rachel F. Tyndale
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Therapeutics. Pharmacology ,RM1-950 ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract CYP2A6 activity, phenotyped by the nicotine metabolite ratio (NMR), is a predictor of several smoking behaviors, including cessation and smoking‐related disease risk. The heritability of the NMR is 60–80%, yet weighted genetic risk scores (wGRSs) based on common variants explain only 30–35%. Rare variants (minor allele frequency
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- 2022
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3. Cost effectiveness of pharmacogenetic-guided clozapine administration based on risk of HLA variants in Japan and the UK
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kohei Ninomiya, Takeo Saito, Tomo Okochi, Satoru Taniguchi, Ayu Shimasaki, Rei Aoki, Takeo Hata, Taisei Mushiroda, Tetsufumi Kanazawa, Masashi Ikeda, and Nakao Iwata
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Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
Abstract Pharmacogenetics/pharmacogenomics have enabled the detection of risk of human leukocyte antigen (HLA) variants for clozapine-induced agranulocytosis/granulocytopenia (CIAG). To apply this evidence to the clinical setting, we compared the cost-effectiveness of the proposed “HLA-guided treatment schedule” and the “current schedule” being used in Japan and the United Kingdom (UK) (absolute neutrophil count (ANC) cutoff at 1500/mm3); in the “HLA-guided treatment schedules,” we considered a situation wherein the HLA test performed before clozapine initiation could provide “a priori information” by detecting patients harboring risk of HLA variants (HLA-B*59:01 and “HLA-B 158T/HLA-DQB1 126Q” for Japanese and Caucasian populations, respectively), a part of whom can then avoid CIAG onset (assumed 30% “prevention rate”). For the primary analysis, we estimated the incremental cost-effectiveness ratio (ICER) of “HLA-guided treatment schedule” and “current schedule” used in Japan and the UK, using a Markov model to calculate the cost and quality-adjusted life years (QALYs) over a 10-year time period. Furthermore, as an explorative analysis, we simulated several situations with various ANC cutoffs (1000/mm3 and 500/mm3) and plotted the cost/QALYs for each option to identify the best, or estimate the next best candidate option applicable in actual clinical settings. The primary probabilistic analysis showed that the “HLA-guided treatment schedule” was more cost effective than the “current schedule”; the ICER was £20,995 and £21,373 for the Japanese and the UK populations, respectively. Additional simulation revealed that the treatment option of ANC cutoff at 500/mm3 without HLA screening was the most cost-effective option; however, several options may be candidates to break away from the “current schedule” of ANC cutoff at 1500/mm3. Owing to its cost-effectiveness, we propose such pharmacogenetic-guided/pharmacogenomic-guided clozapine treatment for use in the real-world setting, which provides key information for optimization of clinical guidelines for high-risk patients for gradual change of clozapine treatment schedule under the safety consideration.
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- 2021
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4. Prevalence of pharmacogenomic variants in 100 pharmacogenes among Southeast Asian populations under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm)
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Chakkaphan Runcharoen, Koya Fukunaga, Insee Sensorn, Nareenart Iemwimangsa, Sommon Klumsathian, Hang Tong, Nam Sy Vo, Ly Le, Tin Maung Hlaing, Myo Thant, Shamsul Mohd Zain, Zahurin Mohamed, Yuh-Fen Pung, Francis Capule, Jose Nevado, Catherine Lynn Silao, Zeina N. Al-Mahayri, Bassam R. Ali, Rika Yuliwulandari, Kinasih Prayuni, Hilyatuz Zahroh, Dzul Azri Mohamed Noor, Phonepadith Xangsayarath, Dalouny Xayavong, Sengchanh Kounnavong, Somphou Sayasone, Zoe Kordou, Ioannis Liopetas, Athina Tsikrika, Evangelia-Eirini Tsermpini, Maria Koromina, Christina Mitropoulou, George P. Patrinos, Aumpika Kesornsit, Angkana Charoenyingwattana, Sukanya Wattanapokayakit, Surakameth Mahasirimongkol, Taisei Mushiroda, and Wasun Chantratita
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Genetics ,QH426-470 ,Life ,QH501-531 - Abstract
Abstract Pharmacogenomics can enhance the outcome of treatment by adopting pharmacogenomic testing to maximize drug efficacy and lower the risk of serious adverse events. Next-generation sequencing (NGS) is a cost-effective technology for genotyping several pharmacogenomic loci at once, thereby increasing publicly available data. A panel of 100 pharmacogenes among Southeast Asian (SEA) populations was resequenced using the NGS platform under the collaboration of the Southeast Asian Pharmacogenomics Research Network (SEAPharm). Here, we present the frequencies of pharmacogenomic variants and the comparison of these pharmacogenomic variants among different SEA populations and other populations used as controls. We investigated the different types of pharmacogenomic variants, especially those that may have a functional impact. Our results provide substantial genetic variations at 100 pharmacogenomic loci among SEA populations that may contribute to interpopulation variability in drug response phenotypes. Correspondingly, this study provides basic information for further pharmacogenomic investigations in SEA populations.
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- 2021
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5. Susceptibility loci and polygenic architecture highlight population specific and common genetic features in inguinal hernias
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Keiko Hikino, M.D., Ph.D, Masaru Koido, Ph.D., Kohei Tomizuka, B.S., Xiaoxi Liu, Ph.D., Yukihide Momozawa, D.V.M., Ph.D., Takayuki Morisaki, M.D., Ph.D., Yoshinori Murakami, M.D., Ph.D., The Biobank Japan Project, Taisei Mushiroda, Ph.D., and Chikashi Terao, M.D., Ph.D.
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inguinal hernia ,genome-wide association studies ,trans-ethnic meta-analysis ,polygenic architecture ,BioBank Japan ,Medicine ,Medicine (General) ,R5-920 - Abstract
Background: The underlying pathology of inguinal hernia is still not fully known; thus, further investigations of genetic backgrounds is needed. Here, we aimed to identify genetic factors attributing to inguinal hernias and explore the polygenic architecture of which some components are population-specific, while others are more common among populations. Methods: We performed a genome-wide association study (GWAS) on subjects with inguinal hernias using BioBank Japan (BBJ) data with 1,983 cases and 172,507 controls, followed by a trans-ethnic meta-analysis with UK Biobank (UKBB) data. We performed downstream analyses in order to identify the mechanisms underlying inguinal hernias supported by genetic findings. Findings: We identified a locus closest to ELN, which encodes elastin, at the GWAS significant level. The trans-ethnic meta-analysis revealed 23 additional significant loci, including five loci newly identified not significant in BBJ or UKBB GWAS: TGFB2, RNA5SP214/VGLL2, LOC646588, HMCN2, and ATP5F1CP1/CDKN3. Downstream analyses revealed the overlap of GWAS significant signals in extracellular components, including elastin fiber formation. We also found a highly shared polygenic architecture across different populations (trans-ethnic genetic-effect correlation = 0•77, standard error = 0•26) and population-specific lead variants in ELN, indicating the critical role of elastin in inguinal hernias. Interpretation: We identified a significant locus of the ELN gene in the Japanese population and five additional loci across different populations. Downstream analyses revealed highly shared genetic architectures across populations and highlighted the important roles of extracellular components in the development of inguinal hernias. These findings deepen our understanding of the mechanisms underlying inguinal hernia. Funding: The Japan Agency for Medical Research and Development (AMED) (Grant Number: JP19km0605001)
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- 2021
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6. X-chromosome association study reveals genetic susceptibility loci of nasopharyngeal carcinoma
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Xiao-Yu Zuo, Qi-Sheng Feng, Jian Sun, Pan-Pan Wei, Yoon-Ming Chin, Yun-Miao Guo, Yun-Fei Xia, Bo Li, Xiao-Jun Xia, Wei-Hua Jia, Jian-Jun Liu, Alan Soo-Beng Khoo, Taisei Mushiroda, Ching-Ching Ng, Wen-Hui Su, Yi-Xin Zeng, and Jin-Xin Bei
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Nasopharyngeal carcinoma ,Genetic susceptibility ,X chromosome ,Association study ,Male predominance ,Medicine ,Physiology ,QP1-981 - Abstract
Abstract Background The male predominance in the incidence of nasopharyngeal carcinoma (NPC) suggests the contribution of the X chromosome to the susceptibility of NPC. However, no X-linked susceptibility loci have been examined by genome-wide association studies (GWASs) for NPC by far. Methods To understand the contribution of the X chromosome in NPC susceptibility, we conducted an X chromosome-wide association analysis on 1615 NPC patients and 1025 healthy controls of Guangdong Chinese, followed by two validation analyses in Taiwan Chinese (n = 562) and Malaysian Chinese (n = 716). Results Firstly, the proportion of variance of X-linked loci over phenotypic variance was estimated in the discovery samples, which revealed that the phenotypic variance explained by X chromosome polymorphisms was estimated to be 12.63% (non-dosage compensation model) in males, as compared with 0.0001% in females. This suggested that the contribution of X chromosome to the genetic variance of NPC should not be neglected. Secondly, association analysis revealed that rs5927056 in DMD gene achieved X chromosome-wide association significance in the discovery sample (OR = 0.81, 95% CI 0.73–0.89, P = 1.49 × 10−5). Combined analysis revealed rs5927056 for DMD gene with suggestive significance (P = 9.44 × 10−5). Moreover, the female-specific association of rs5933886 in ARHGAP6 gene (OR = 0.62, 95%CI: 0.47–0.81, P = 4.37 × 10−4) was successfully replicated in Taiwan Chinese (P = 1.64 × 10−2). rs5933886 also showed nominally significant gender × SNP interaction in both Guangdong (P = 6.25 × 10−4) and Taiwan datasets (P = 2.99 × 10−2). Conclusion Our finding reveals new susceptibility loci at the X chromosome conferring risk of NPC and supports the value of including the X chromosome in large-scale association studies.
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- 2019
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7. CYP2E1, GSTM1, and GSTT1 genetic polymorphisms and their associations with susceptibility to antituberculosis drug-induced liver injury in Thai tuberculosis patients
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Noppadol Chanhom, Sukanya Wattanapokayakit, Nusara Satproedprai, Supharat Suvichapanich, Surakameth Mahasirimongkol, Usa Chaikledkaew, Wanvisa Udomsinprasert, Taisei Mushiroda, and Jiraphun Jittikoon
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Adverse drug reaction ,Drug-induced liver injury ,Genetic polymorphisms ,Glutathione s-transferase ,Hepatotoxicity ,Tuberculosis ,Science (General) ,Q1-390 ,Social sciences (General) ,H1-99 - Abstract
Antituberculosis drug-induced liver injury (ATDILI) is the common adverse reaction of antituberculosis drugs. Glutathione S-transferases (GSTs), which are phase II metabolizing enzymes for detoxification, are recognized as potential mediators of hepatotoxicity. However, role of GSTs polymorphisms in ATDILI pathogenesis has never been observed in Thais. This study aimed to investigate associations between GSTs and ATDILI susceptibility. This retrospective case-control multicentered study was conducted by the collaboration from ten secondary and tertiary care hospitals across Thailand, including Northern, Central, and Southern parts of Thailand. We enrolled 80 tuberculosis (TB) patients with ATDILI and 174 those without ATDILI into the study. Polymerase chain reaction (PCR) was used to determine genetic polymorphisms of GSTM1 and GSTT1 genes. CYP2E1 genotyping data were derived from microarray data. We illustrated that GSTT1 null and GSTM1/GSTT1 dual null genotypes were correlated with an increased risk of ATDILI with odds ratio (OR) at 1.83 (95% confidence interval (CI), 1.00 to 3.35; P = 0.049) and 2.12 (95%CI, 1.02 to 4.38; P = 0.044), respectively. Interestingly, GSTT1 null and GSTM1/GSTT1 dual null genotypes were found to be correlated with an increased risk of ATDILI in Thai TB patients who carried CYP2E1 wild type phenotype with OR 2.99 (95%CI, 1.07 to 8.39; P = 0.037) and 3.44 (95%CI, 1.01 to 11.71; P = 0.048), respectively. Collectively, GSTT1 null and GSTM1/GSTT1 dual null genotypes were associated with a higher risk of ATDILI in Thai TB patients, which may serve as alternative genetic biomarkers for ATDILI.
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- 2021
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8. Functional Characterization of the Effects of N-acetyltransferase 2 Alleles on N-acetylation of Eight Drugs and Worldwide Distribution of Substrate-Specific Diversity
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Koya Fukunaga, Ken Kato, Takuji Okusaka, Takeo Saito, Masashi Ikeda, Teruhiko Yoshida, Hitoshi Zembutsu, Nakao Iwata, and Taisei Mushiroda
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dapsone ,genetic diversity ,isoniazid ,slow acetylators ,sulfamethazine ,sulfapyrizine ,Genetics ,QH426-470 - Abstract
Variability in the enzymatic activity of N-acetyltransferase 2 (NAT2) is an important contributor to interindividual differences in drug responses. However, there is little information on functional differences in N-acetylation activities according to NAT2 phenotypes, i.e., rapid, intermediate, slow, and ultra-slow acetylators, between different substrate drugs. Here, we estimated NAT2 genotypes in 990 Japanese individuals and compared the frequencies of different genotypes with those of different populations. We then calculated in vitro kinetic parameters of four NAT2 alleles (NAT2∗4, ∗5, ∗6, and ∗7) for N-acetylation of aminoglutethimide, diaminodiphenyl sulfone, hydralazine, isoniazid, phenelzine, procaineamide, sulfamethazine (SMZ), and sulfapyrizine. NAT2∗5, ∗6, and ∗7 exhibited significantly reduced N-acetylation activities with lower Vmax and CLint values of all drugs when compared with NAT2∗4. Hierarchical clustering analysis revealed that 10 NAT2 genotypes were categorized into three or four clusters. According to the results of in vitro metabolic experiments using SMZ as a substrate, the frequencies of ultra-slow acetylators were calculated to be 29.05–54.27% in Europeans, Africans, and South East Asians, whereas Japanese and East Asian populations showed lower frequencies (4.75 and 11.11%, respectively). Our findings will be helpful for prediction of responses to drugs primarily metabolized by NAT2.
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- 2021
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9. Editorial: Big Data, Pharmacogenomics and Real-World Research in Pharmacology
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James Cheng-Chung Wei, Wei-Chiao Chang, and Taisei Mushiroda
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big data ,database ,real-world study ,pharmacogenomics ,cohort ,Therapeutics. Pharmacology ,RM1-950 - Published
- 2020
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10. Fc‐gamma receptor polymorphisms, cetuximab therapy, and overall survival in the CCTG CO.20 trial of metastatic colorectal cancer
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Daniel Shepshelovich, Amanda R. Townsend, Osvaldo Espin‐Garcia, Lidija Latifovic, Chris J. O’Callaghan, Derek J. Jonker, Dongsheng Tu, Eric Chen, Eric Morgen, Timothy J. Price, Jeremy Shapiro, Lillian L. Siu, Michiaki Kubo, Alexander Dobrovic, Mark J. Ratain, Wei Xu, Taisei Mushiroda, and Geoffrey Liu
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cetuximab ,FCGR2A ,FCGR3A ,polymorphism ,survival ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Background Two germ line Fc‐γ receptor (FCGR) polymorphisms, rs1801274 [FCGR2A; His(H)131Arg(R)] and rs396991 [FCGR3A; Phe(F)158Val(V)], produce altered proteins through amino acid substitutions. We previously reported that the FCGR2A H/H genotype was associated with longer overall survival (OS) in cetuximab‐treated chemotherapy‐refractory patients with metastatic colorectal cancer. Here, we aimed to replicate and extend this finding in the Canadian Clinical Trials Group CO.20 trial. Methods After germ line DNA genotyping, polymorphic relationships with survival were assessed using log‐rank tests and hazard ratios (HR) from Cox proportional hazard models, adjusting for known prognostic factors. The dominant genetic inheritance model was used for the main analysis. Results Of 592 wild‐type KRAS patients treated with cetuximab, those with the FCGR2A H/H genotype (n = 165, 28%) had improved OS (HR: 0.66, P
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- 2018
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11. Association of the Polygenic Scores for Personality Traits and Response to Selective Serotonin Reuptake Inhibitors in Patients with Major Depressive Disorder
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Azmeraw T. Amare, Klaus Oliver Schubert, Fasil Tekola-Ayele, Yi-Hsiang Hsu, Katrin Sangkuhl, Gregory Jenkins, Ryan M. Whaley, Poulami Barman, Anthony Batzler, Russ B. Altman, Volker Arolt, Jürgen Brockmöller, Chia-Hui Chen, Katharina Domschke, Daniel K. Hall-Flavin, Chen-Jee Hong, Ari Illi, Yuan Ji, Olli Kampman, Toshihiko Kinoshita, Esa Leinonen, Ying-Jay Liou, Taisei Mushiroda, Shinpei Nonen, Michelle K. Skime, Liewei Wang, Masaki Kato, Yu-Li Liu, Verayuth Praphanphoj, Julia C. Stingl, William V. Bobo, Shih-Jen Tsai, Michiaki Kubo, Teri E. Klein, Richard M. Weinshilboum, Joanna M. Biernacka, and Bernhard T. Baune
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pharmacogenomics ,polygenic score ,personality traits ,major depression ,antidepressants ,selective serotonin reuptake inhibitors ,Psychiatry ,RC435-571 - Abstract
Studies reported a strong genetic correlation between the Big Five personality traits and major depressive disorder (MDD). Moreover, personality traits are thought to be associated with response to antidepressants treatment that might partly be mediated by genetic factors. In this study, we examined whether polygenic scores (PGSs) derived from the Big Five personality traits predict treatment response and remission in patients with MDD who were prescribed selective serotonin reuptake inhibitors (SSRIs). In addition, we performed meta-analyses of genome-wide association studies (GWASs) on these traits to identify genetic variants underpinning the cross-trait polygenic association. The PGS analysis was performed using data from two cohorts: the Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomic Study (PGRN-AMPS, n = 529) and the International SSRI Pharmacogenomics Consortium (ISPC, n = 865). The cross-trait GWAS meta-analyses were conducted by combining GWAS summary statistics on SSRIs treatment outcome and on the personality traits. The results showed that the PGS for openness and neuroticism were associated with SSRIs treatment outcomes at p
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- 2018
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12. A Genome Wide Study of Copy Number Variation Associated with Nasopharyngeal Carcinoma in Malaysian Chinese Identifies CNVs at 11q14.3 and 6p21.3 as Candidate Loci.
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Joyce Siew Yong Low, Yoon Ming Chin, Taisei Mushiroda, Michiaki Kubo, Gopala Krishnan Govindasamy, Kin Choo Pua, Yoke Yeow Yap, Lee Fah Yap, Selva Kumar Subramaniam, Cheng Ai Ong, Tee Yong Tan, Alan Soo Beng Khoo, Malaysian NPC Study Group, and Ching Ching Ng
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Medicine ,Science - Abstract
BACKGROUND:Nasopharyngeal carcinoma (NPC) is a neoplasm of the epithelial lining of the nasopharynx. Despite various reports linking genomic variants to NPC predisposition, very few reports were done on copy number variations (CNV). CNV is an inherent structural variation that has been found to be involved in cancer predisposition. METHODS:A discovery cohort of Malaysian Chinese descent (NPC patients, n = 140; Healthy controls, n = 256) were genotyped using Illumina® HumanOmniExpress BeadChip. PennCNV and cnvPartition calling algorithms were applied for CNV calling. Taqman CNV assays and digital PCR were used to validate CNV calls and replicate candidate copy number variant region (CNVR) associations in a follow-up Malaysian Chinese (NPC cases, n = 465; and Healthy controls, n = 677) and Malay cohort (NPC cases, n = 114; Healthy controls, n = 124). RESULTS:Six putative CNVRs overlapping GRM5, MICA/HCP5/HCG26, LILRB3/LILRA6, DPY19L2, RNase3/RNase2 and GOLPH3 genes were jointly identified by PennCNV and cnvPartition. CNVs overlapping GRM5 and MICA/HCP5/HCG26 were subjected to further validation by Taqman CNV assays and digital PCR. Combined analysis in Malaysian Chinese cohort revealed a strong association at CNVR on chromosome 11q14.3 (Pcombined = 1.54x10-5; odds ratio (OR) = 7.27; 95% CI = 2.96-17.88) overlapping GRM5 and a suggestive association at CNVR on chromosome 6p21.3 (Pcombined = 1.29x10-3; OR = 4.21; 95% CI = 1.75-10.11) overlapping MICA/HCP5/HCG26 genes. CONCLUSION:Our results demonstrated the association of CNVs towards NPC susceptibility, implicating a possible role of CNVs in NPC development.
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- 2016
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13. Association Study of a Functional Variant on ABCG2 Gene with Sunitinib-Induced Severe Adverse Drug Reaction.
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Siew-Kee Low, Koya Fukunaga, Atsushi Takahashi, Koichi Matsuda, Fumiya Hongo, Hiroyuki Nakanishi, Hiroshi Kitamura, Takamitsu Inoue, Yoichiro Kato, Yoshihiko Tomita, Satoshi Fukasawa, Tomoaki Tanaka, Kazuo Nishimura, Hirotsugu Uemura, Isao Hara, Masato Fujisawa, Hideyasu Matsuyama, Katsuyoshi Hashine, Katsunori Tatsugami, Hideki Enokida, Michiaki Kubo, Tsuneharu Miki, and Taisei Mushiroda
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Medicine ,Science - Abstract
Sunitinib is a tyrosine kinase inhibitor and used as the first-line treatment for advanced renal cell carcinoma (RCC). Nevertheless, inter-individual variability of drug's toxicity was often observed among patients who received sunitinib treatment. This study is to investigate the association of a functional germline variant on ABCG2 that affects the pharmacokinetics of sunitinib with sunitinib-induced toxicity of RCC patients in the Japanese population. A total of 219 RCC patients were recruited to this pharmacogenetic study. ABCG2 421C>A (Q141K) was genotyped by using PCR-Invader assay. The associations of both clinical and genetic variables were evaluated with logistic regression analysis and subsequently receiver operating characteristic (ROC) curve was plotted. About 43% (92/216) of RCC patients that received sunitinib treatment developed severe grade 3 or grade 4 thrombocytopenia according to the National Cancer Institute-Common Terminology Criteria for Adverse Events version 3.0, the most common sunitinib-induced adverse reaction in this study. In the univariate analysis, both age (P = 7.77x10(-3), odds ratio (OR) = 1.04, 95%CI = 1.01-1.07) and ABCG2 421C>A (P = 1.87x10(-2), OR = 1.71, 95%CI = 1.09-2.68) showed association with sunitinib-induced severe thrombocytopenia. Multivariate analysis indicated that the variant ABCG2 421C>A is suggestively associated with severe thrombocytopenia (P = 8.41x10(-3), OR = 1.86, 95% CI = 1.17-2.94) after adjustment of age as a confounding factor. The area under curve (AUC) of the risk prediction model that utilized age and ABCG2 421C>A was 0.648 with sensitivity of 0.859 and specificity of 0.415. Severe thrombocytopenia is the most common adverse reaction of sunitinib treatment in Japanese RCC patients. ABCG2 421C>A could explain part of the inter-individual variability of sunitinib-induced severe thrombocytopenia.
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- 2016
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14. Haplotypes with copy number and single nucleotide polymorphisms in CYP2A6 locus are associated with smoking quantity in a Japanese population.
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Natsuhiko Kumasaka, Masayuki Aoki, Yukinori Okada, Atsushi Takahashi, Kouichi Ozaki, Taisei Mushiroda, Tomomitsu Hirota, Mayumi Tamari, Toshihiro Tanaka, Yusuke Nakamura, Naoyuki Kamatani, and Michiaki Kubo
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Medicine ,Science - Abstract
Smoking is a major public health problem, but the genetic factors associated with smoking behaviors are not fully elucidated. Here, we have conducted an integrated genome-wide association study to identify common copy number polymorphisms (CNPs) and single nucleotide polymorphisms (SNPs) associated with the number of cigarettes smoked per day (CPD) in Japanese smokers (N = 17,158). Our analysis identified a common CNP with a strong effect on CPD (rs8102683; P=3.8 x 10(-42)) in the 19q13 region, encompassing the CYP2A6 locus. After adjustment for the associated CNP, we found an additional associated SNP (rs11878604; P=9.7 x 10(-30)) located 30 kb downstream of the CYP2A6 gene. Imputation of the CYP2A6 locus revealed that haplotypes underlying the CNP and the SNP corresponded to classical, functional alleles of CYP2A6 gene that regulate nicotine metabolism and explained 2% of the phenotypic variance of CPD (ANOVA F-test P=9.5 x 10(-52)). These haplotypes were also associated with smoking-related diseases, including lung cancer, chronic obstructive pulmonary disease and arteriosclerosis obliterans.
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- 2012
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15. Augmenting Granzyme B–Expressing NK Cells by Invariant NKT Ligand–Loaded APCs in Patients with Postoperative Early Stage Non–Small Cell Lung Cancer: Results of a Randomized Phase II Study
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Tomonori Iyoda, Kanako Shimizu, Masami Kawamura, Jun Shinga, Takashi Watanabe, Koya Fukunaga, Taisei Mushiroda, Hideo Saka, Chiyoe Kitagawa, Shin-ichiro Shimamatsu, Mitsuhiro Takenoyama, Youko Suehiro, Takumi Imai, Ayumi Shintani, Suminobu Ito, and Shin-ichiro Fujii
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Immunology ,Immunology and Allergy ,General Medicine - Abstract
NK cells are major effector cells involved in the elimination of early tumors and prevent metastasis. They often have an impaired function in patients with cancer. Preclinical studies have demonstrated NK cell activation as the adjunctive effect of invariant NKT (iNKT) cells. Activation of iNKT cells after administration of the glycolipid ligand α-galactosylceramide, loaded with CD1d-expressing human PBMC-derived APCs (APC/Gal), is an attractive cancer therapy to optimize the use of NK cells. However, the subsets of NK cells that are activated following iNKT cell activation as well as the period of NK cell activation remain unclear. In this study, we report that the granzyme B–expressing NK cell response in postoperative lung cancer patients was enhanced 49 d after administration of APC/Gal in a phase II study. We found maximum IFN-γ production on day 49 in 13 out of 27 APC/Gal-treated patients. On day 49, 14 out of 27 patients (51.9%) had higher IFN-γ production by iNKT cells (>6-fold higher than the baseline level). This increment significantly correlated with granzyme B–expressing NK cells. Although IFN-γ production was lower in patients in the nontreated group, we detected maximum IFN-γ production 12 mo after the resection of lung cancer (9 out of 29 patients [31%]). These findings suggest that elimination of cancer cells leads to increased NK cell function, which can be further enhanced by APC/Gal therapy.
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- 2023
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16. Genome-wide association study of platelet factor 4/heparin antibodies in heparin-induced thrombocytopenia
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Jason B. Giles, Heidi E. Steiner, Jerome Rollin, Christian M. Shaffer, Yukihide Momozawa, Taisei Mushiroda, Chihiro Inai, Kathleen Selleng, Thomas Thiele, Claire Pouplard, Nancy M. Heddle, Michiaki Kubo, Elise C. Miller, Kiana L. Martinez, Elizabeth J. Phillips, Theodore E. Warkentin, Yves Gruel, Andreas Greinacher, Dan M. Roden, and Jason H. Karnes
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Heparin ,Humans ,Immunologic Factors ,Hematology ,Platelet Factor 4 ,Thrombocytopenia ,Antibodies ,Genome-Wide Association Study - Abstract
Heparin, a widely used anticoagulant, carries the risk of an antibody-mediated adverse drug reaction, heparin-induced thrombocytopenia (HIT). A subset of heparin-treated patients produces detectable levels of antibodies against complexes of heparin bound to circulating platelet factor 4 (PF4). Using a genome-wide association study (GWAS) approach, we aimed to identify genetic variants associated with anti-PF4/heparin antibodies that account for the variable antibody response seen in HIT. We performed a GWAS on anti-PF4/heparin antibody levels determined via polyclonal enzyme-linked immunosorbent assays. Our discovery cohort (n = 4237) and replication cohort (n = 807) constituted patients with European ancestry and clinical suspicion of HIT, with cases confirmed via functional assay. Genome-wide significance was considered at α = 5 × 10−8. No variants were significantly associated with anti-PF4/heparin antibody levels in the discovery cohort at a genome-wide significant level. Secondary GWAS analyses included the identification of variants with suggestive associations in the discovery cohort (α = 1 × 10−4). The top variant in both cohorts was rs1555175145 (discovery β = −0.112 [0.018], P = 2.50 × 10−5; replication β = −0.104 [0.051], P = .041). In gene set enrichment analysis, 3 gene sets reached false discovery rate-adjusted significance (q < 0.05) in both discovery and replication cohorts: “Leukocyte Transendothelial Migration,” “Innate Immune Response,” and “Lyase Activity.” Our results indicate that genomic variation is not significantly associated with anti-PF4/heparin antibody levels. Given our power to identify variants with moderate frequencies and effect sizes, this evidence suggests genetic variation is not a primary driver of variable antibody response in heparin-treated patients with European ancestry.
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- 2022
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17. Association of Genetic Variants of HLA-DQA1 with Bullous Pemphigoid Induced by Dipeptidyl Peptidase-4 Inhibitors
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Takeshi Ozeki, Ken Muramatsu, Norihiro Yoshimoto, Inkin Ujiie, Kentaro Izumi, Hiroaki Iwata, Taisei Mushiroda, and Hideyuki Ujiie
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Cell Biology ,Dermatology ,Molecular Biology ,Biochemistry - Published
- 2023
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18. Genotyping, characterization, and imputation of known and novel CYP2A6 structural variants using SNP array data
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Alec W. R. Langlois, Ahmed El-Boraie, Jennie G. Pouget, Lisa Sanderson Cox, Jasjit S. Ahluwalia, Koya Fukunaga, Taisei Mushiroda, Jo Knight, Meghan J. Chenoweth, and Rachel F. Tyndale
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Genetics ,Genetics (clinical) - Abstract
CYP2A6 metabolically inactivates nicotine. Faster CYP2A6 activity is associated with heavier smoking and higher lung cancer risk. The CYP2A6 gene is polymorphic, including functional structural variants (SV) such as gene deletions (CYP2A6*4), duplications (CYP2A6*1 × 2), and hybrids with the CYP2A7 pseudogene (CYP2A6*12, CYP2A6*34). SVs are challenging to genotype due to their complex genetic architecture. Our aims were to develop a reliable protocol for SV genotyping, functionally phenotype known and novel SVs, and investigate the feasibility of CYP2A6 SV imputation from SNP array data in two ancestry populations. European- (EUR; n = 935) and African- (AFR; n = 964) ancestry individuals from smoking cessation trials were genotyped for SNPs using an Illumina array and for CYP2A6 SVs using Taqman copy number (CN) assays. SV-specific PCR amplification and Sanger sequencing was used to characterize a novel SV. Individuals with SVs were phenotyped using the nicotine metabolite ratio, a biomarker of CYP2A6 activity. SV diplotype and SNP array data were integrated and phased to generate ancestry-specific SV reference panels. Leave-one-out cross-validation was used to investigate the feasibility of CYP2A6 SV imputation. A minimal protocol requiring three Taqman CN assays for CYP2A6 SV genotyping was developed and known SV associations with activity were replicated. The first domain swap CYP2A6-CYP2A7 hybrid SV, CYP2A6*53, was identified, sequenced, and associated with lower CYP2A6 activity. In both EURs and AFRs, most SV alleles were identified using imputation (>70% and >60%, respectively); importantly, false positive rates were
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19. Supplementary Figure S4 from Selective Estrogen Receptor Modulators and Pharmacogenomic Variation in ZNF423 Regulation of BRCA1 Expression: Individualized Breast Cancer Prevention
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Richard M. Weinshilboum, Yusuke Nakamura, Norman Wolmark, David A. Flockhart, Erin E. Carlson, Anthony Batzler, Gregory D. Jenkins, Matthew M. Ames, Matthew P. Goetz, Soonmyung Paik, Victor G. Vogel, Joseph P. Costantino, Michiaki Kubo, Taisei Mushiroda, Liewei Wang, Daniel J. Schaid, D. Lawrence Wickerham, Mohan Liu, and James N. Ingle
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Supplementary Figure S4 - PDF file 23K, CTSO and BRCA1 expression in LCLs with variant and wild type genotypes
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- 2023
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20. Supplementary Material from Selective Estrogen Receptor Modulators and Pharmacogenomic Variation in ZNF423 Regulation of BRCA1 Expression: Individualized Breast Cancer Prevention
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Richard M. Weinshilboum, Yusuke Nakamura, Norman Wolmark, David A. Flockhart, Erin E. Carlson, Anthony Batzler, Gregory D. Jenkins, Matthew M. Ames, Matthew P. Goetz, Soonmyung Paik, Victor G. Vogel, Joseph P. Costantino, Michiaki Kubo, Taisei Mushiroda, Liewei Wang, Daniel J. Schaid, D. Lawrence Wickerham, Mohan Liu, and James N. Ingle
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Supplementary Material - PDF file 131K, Provision of Supplementary material relating to methods, tables for patient characteristics, SNP-covariate interactions, SNP effects on time to breast cancer, top SNPs on chromosomes 4 and 16, and supplementary Figure legends
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21. Supplementary Table S4 from Variants in WFS1 and Other Mendelian Deafness Genes Are Associated with Cisplatin-Associated Ototoxicity
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Lois B. Travis, M. Eileen Dolan, Nancy J. Cox, Lawrence H. Einhorn, Shirin Ardeshir-Rouhani-Fard, Michiaki Kubo, Taisei Mushiroda, Jeri Kim, Christian Kollmannsberger, Chunkit Fung, Clair J. Beard, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Sophie D. Fossa, Brandon Mapes, Omar El Charif, Carlos Perez-Cervantes, Robert D. Frisina, Eric R. Gamazon, and Heather E. Wheeler
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The Platinum Study CAO GWAS results for SNPs previously implicated in cisplatin-associated hearing loss.
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- 2023
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22. Supplementary data from Clinical and Genome-wide Analysis of Cisplatin-induced Tinnitus Implicates Novel Ototoxic Mechanisms
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M. Eileen Dolan, Lois B. Travis, Lawrence H. Einhorn, Sophie D. Fossa, Patrick Monahan, Shirin Ardeshir-Rouhani-Fard, Robert Huddart, Nancy J. Cox, Eric R. Gamazon, Michiaki Kubo, Taisei Mushiroda, Christian Kollmannsberger, Chunkit Fung, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Robert D. Frisina, Paul C. Dinh, Claudia Wing, Heather E. Wheeler, Matthew R. Trendowski, Brandon Mapes, and Omar El Charif
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Supplementary data from Clinical and Genome-wide Analysis of Cisplatin-induced Tinnitus Implicates Novel Ototoxic Mechanisms
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- 2023
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23. Supplementary Figure S3 from Variants in WFS1 and Other Mendelian Deafness Genes Are Associated with Cisplatin-Associated Ototoxicity
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Lois B. Travis, M. Eileen Dolan, Nancy J. Cox, Lawrence H. Einhorn, Shirin Ardeshir-Rouhani-Fard, Michiaki Kubo, Taisei Mushiroda, Jeri Kim, Christian Kollmannsberger, Chunkit Fung, Clair J. Beard, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Sophie D. Fossa, Brandon Mapes, Omar El Charif, Carlos Perez-Cervantes, Robert D. Frisina, Eric R. Gamazon, and Heather E. Wheeler
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Robustness of the enrichment of top GWAS SNPs in Mendelian deafness genes.
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- 2023
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24. Data from A Genome-Wide Association Study of Overall Survival in Pancreatic Cancer Patients Treated with Gemcitabine in CALGB 80303
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Mark J. Ratain, Yusuke Nakamura, Hedy L. Kindler, Richard L. Schilsky, Richard M. Goldberg, Howard L. McLeod, Kathleen M. Giacomini, Herbert Hurwitz, Dylan Glubb, Liewei Wang, Paula Friedman, Liang Li, Taisei Mushiroda, Donna Hollis, Chen Jiang, Hitoshi Zembutsu, Michiaki Kubo, Patrick Evans, Nancy L. Cox, Kouros Owzar, and Federico Innocenti
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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.
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- 2023
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25. Supplementary Figures 1-3, Tables 1-3 from A Genome-Wide Association Study of Overall Survival in Pancreatic Cancer Patients Treated with Gemcitabine in CALGB 80303
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Mark J. Ratain, Yusuke Nakamura, Hedy L. Kindler, Richard L. Schilsky, Richard M. Goldberg, Howard L. McLeod, Kathleen M. Giacomini, Herbert Hurwitz, Dylan Glubb, Liewei Wang, Paula Friedman, Liang Li, Taisei Mushiroda, Donna Hollis, Chen Jiang, Hitoshi Zembutsu, Michiaki Kubo, Patrick Evans, Nancy L. Cox, Kouros Owzar, and Federico Innocenti
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PDF file - 155K
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26. Data from Clinical and Genome-wide Analysis of Cisplatin-induced Tinnitus Implicates Novel Ototoxic Mechanisms
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M. Eileen Dolan, Lois B. Travis, Lawrence H. Einhorn, Sophie D. Fossa, Patrick Monahan, Shirin Ardeshir-Rouhani-Fard, Robert Huddart, Nancy J. Cox, Eric R. Gamazon, Michiaki Kubo, Taisei Mushiroda, Christian Kollmannsberger, Chunkit Fung, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Robert D. Frisina, Paul C. Dinh, Claudia Wing, Heather E. Wheeler, Matthew R. Trendowski, Brandon Mapes, and Omar El Charif
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Purpose:Cisplatin, a commonly used chemotherapeutic, results in tinnitus, the phantom perception of sound. Our purpose was to identify the clinical and genetic determinants of tinnitus among testicular cancer survivors (TCS) following cisplatin-based chemotherapy.Experimental Design:TCS (n = 762) were dichotomized to cases (moderate/severe tinnitus; n = 154) and controls (none; n = 608). Logistic regression was used to evaluate associations with comorbidities and SNP dosages in genome-wide association study (GWAS) following quality control and imputation (covariates: age, noise exposure, cisplatin dose, genetic principal components). Pathway over-representation tests and functional studies in mouse auditory cells were performed.Results:Cisplatin-induced tinnitus (CisIT) significantly associated with age at diagnosis (P = 0.007) and cumulative cisplatin dose (P = 0.007). CisIT prevalence was not significantly greater in 400 mg/m2-treated TCS compared with 300 (P = 0.41), but doses >400 mg/m2 (median 580, range 402–828) increased risk by 2.61-fold (P < 0.0001). CisIT cases had worse hearing at each frequency (0.25–12 kHz, P < 0.0001), and reported more vertigo (OR = 6.47; P < 0.0001) and problems hearing in a crowd (OR = 8.22; P < 0.0001) than controls. Cases reported poorer health (P < 0.0001) and greater psychotropic medication use (OR = 2.4; P = 0.003). GWAS suggested a variant near OTOS (rs7606353, P = 2 × 10−6) and OTOS eQTLs were significantly enriched independently of that SNP (P = 0.018). OTOS overexpression in HEI-OC1, a mouse auditory cell line, resulted in resistance to cisplatin-induced cytotoxicity. Pathway analysis implicated potassium ion transport (q = 0.007).Conclusions:CisIT associated with several neuro-otological symptoms, increased use of psychotropic medication, and poorer health. OTOS, expressed in the cochlear lateral wall, was implicated as protective. Future studies should investigate otoprotective targets in supporting cochlear cells.
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- 2023
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27. Data from Clinical and Genome-Wide Analysis of Serum Platinum Levels after Cisplatin-Based Chemotherapy
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M. Eileen Dolan, Lois B. Travis, Sophie D. Fossa, Lawrence H. Einhorn, Frederick Strathmann, Robyn Hannigan, Michiaki Kubo, Taisei Mushiroda, Christian Kollmannsberger, Chunkit Fung, David J. Vaughn, Robert J. Hamilton, Shirin Ardeshir-Rouhani-Fard, Darren R. Feldman, Paul C. Dinh, Heather E. Wheeler, Zepeng Mu, Patrick Monahan, Mark J. Ratain, Omar El-Charif, and Matthew R. Trendowski
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Purpose:Serum platinum is measurable for years after completion of cisplatin-based chemotherapy (CBC). We report the largest investigation of serum platinum levels to date of 1,010 testicular cancer survivors (TCS) assessed 1–35 years after CBC and evaluate genetic contributions to these levels.Experimental Design:Eligible TCS given 300 or 400 (±15) mg/m2 cisplatin underwent extensive audiometric testing, clinical examination, completed questionnaires, and had crude serum platinum levels measured. Associations between serum platinum and various risk factors and toxicities were assessed after fitting a biexponential model adjusted for follow-up time and cumulative cisplatin dose. A genome-wide association study (GWAS) was performed using the serum platinum residuals of the dose and time-adjusted model.Results:Serum platinum levels exceeded the reference range for approximately 31 years, with a strong inverse relationship with creatinine clearance at follow-up (age-adjusted P = 2.13 × 10−3). We observed a significant, positive association between residual platinum values and luteinizing hormone (age-adjusted P = 6.58 × 10−3). Patients with high residual platinum levels experienced greater Raynaud phenomenon than those with medium or low levels (age-adjusted ORhigh/low = 1.46; P = 0.04), as well as a higher likelihood of developing tinnitus (age-adjusted ORhigh/low = 1.68, P = 0.07). GWAS identified one single-nucleotide polymorphism (SNP) meeting genome-wide significance, rs1377817 (P = 4.6 × 10−8, a SNP intronic to MYH14).Conclusions:This study indicates that residual platinum values are correlated with several cisplatin-related toxicities. One genetic variant is associated with these levels.
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- 2023
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28. Data from Variants in WFS1 and Other Mendelian Deafness Genes Are Associated with Cisplatin-Associated Ototoxicity
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Lois B. Travis, M. Eileen Dolan, Nancy J. Cox, Lawrence H. Einhorn, Shirin Ardeshir-Rouhani-Fard, Michiaki Kubo, Taisei Mushiroda, Jeri Kim, Christian Kollmannsberger, Chunkit Fung, Clair J. Beard, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Sophie D. Fossa, Brandon Mapes, Omar El Charif, Carlos Perez-Cervantes, Robert D. Frisina, Eric R. Gamazon, and Heather E. Wheeler
- Abstract
Purpose: Cisplatin is one of the most commonly used chemotherapy drugs worldwide and one of the most ototoxic. We sought to identify genetic variants that modulate cisplatin-associated ototoxicity (CAO).Experimental Design: We performed a genome-wide association study (GWAS) of CAO using quantitative audiometry (4–12 kHz) in 511 testicular cancer survivors of European genetic ancestry. We performed polygenic modeling and functional analyses using a variety of publicly available databases. We used an electronic health record cohort to replicate our top mechanistic finding.Results: One SNP, rs62283056, in the first intron of Mendelian deafness gene WFS1 (wolframin ER transmembrane glycoprotein) and an expression quantitative trait locus (eQTL) for WFS1 met genome-wide significance for association with CAO (P = 1.4 × 10−8). A significant interaction between cumulative cisplatin dose and rs62283056 genotype was evident, indicating that higher cisplatin doses exacerbate hearing loss in patients with the minor allele (P = 0.035). The association between decreased WFS1 expression and hearing loss was replicated in an independent BioVU cohort (n = 18,620 patients, Bonferroni adjusted P < 0.05). Beyond this top signal, we show CAO is a polygenic trait and that SNPs in and near 84 known Mendelian deafness genes are significantly enriched for low P values in the GWAS (P = 0.048).Conclusions: We show for the first time the role of WFS1 in CAO and document a statistically significant interaction between increasing cumulative cisplatin dose and rs62283056 genotype. Our clinical translational results demonstrate that pretherapy patient genotyping to minimize ototoxicity could be useful when deciding between cisplatin-based chemotherapy regimens of comparable efficacy with different cumulative doses. Clin Cancer Res; 23(13); 3325–33. ©2016 AACR.
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- 2023
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29. Data from Clinical and Genome-Wide Analysis of Cisplatin-Induced Peripheral Neuropathy in Survivors of Adult-Onset Cancer
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Lois B. Travis, Nancy J. Cox, Lawrence H. Einhorn, Michiaki Kubo, Taisei Mushiroda, Daniel L Hertz, Sophie D. Fossa, Jeri Kim, Chunkit Fung, Clair J. Beard, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Patrick Monahan, Shirin Ardeshir-Rouhani-Fard, Eric R. Gamazon, Heather E. Wheeler, Omar El Charif, and M. Eileen Dolan
- Abstract
Purpose: Our purpose was to characterize the clinical influences, genetic risk factors, and gene mechanisms contributing to persistent cisplatin-induced peripheral neuropathy (CisIPN) in testicular cancer survivors (TCSs).Experimental Design: TCS given cisplatin-based therapy completed the validated EORTC QLQ-CIPN20 questionnaire. An ordinal CisIPN phenotype was derived, and associations with age, smoking, excess drinking, hypertension, body mass index, diabetes, hypercholesterolemia, cumulative cisplatin dose, and self-reported health were examined for 680 TCS. Genotyping was performed on the Illumina HumanOmniExpressExome chip. Following quality control and imputation, 5.1 million SNPs in 680 genetically European TCS formed the input set. GWAS and PrediXcan were used to identify genetic variation and genetically determined gene expression traits, respectively, contributing to CisIPN. We evaluated two independent datasets for replication: Vanderbilt's electronic health database (BioVU) and the CALGB 90401 trial.Results: Eight sensory items formed a subscale with good internal consistency (Cronbach α = 0.88). Variables significantly associated with CisIPN included age at diagnosis (OR per year, 1.06; P = 2 × 10−9), smoking (OR, 1.54; P = 0.004), excess drinking (OR, 1.83; P = 0.007), and hypertension (OR, 1.61; P = 0.03). CisIPN was correlated with lower self-reported health (OR, 0.56; P = 2.6 × 10−9) and weight gain adjusted for years since treatment (OR per Δkg/m2, 1.05; P = 0.004). PrediXcan identified lower expressions of MIDN and RPRD1B, and higher THEM5 expression as associated with CisIPN (P value for each < 5 × 10−6) with replication of RPRD1B meeting significance criteria (Fisher combined P = 0.0089).Conclusions: CisIPN is associated with age, modifiable risk factors, and genetically determined expression level of RPRD1B. Further study of implicated genes could elucidate the pathophysiologic underpinnings of CisIPN. Clin Cancer Res; 23(19); 5757–68. ©2017 AACR.
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30. Supplementary Figures and Tables from Clinical and Genome-Wide Analysis of Cisplatin-Induced Peripheral Neuropathy in Survivors of Adult-Onset Cancer
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Lois B. Travis, Nancy J. Cox, Lawrence H. Einhorn, Michiaki Kubo, Taisei Mushiroda, Daniel L Hertz, Sophie D. Fossa, Jeri Kim, Chunkit Fung, Clair J. Beard, David J. Vaughn, Robert J. Hamilton, Darren R. Feldman, Patrick Monahan, Shirin Ardeshir-Rouhani-Fard, Eric R. Gamazon, Heather E. Wheeler, Omar El Charif, and M. Eileen Dolan
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Supplementary Figures and Tables for Clinical and Genome Wide Analysis of Cisplatin-Induced Peripheral Neuropathy in Survivors of Adult-Onset Cancer Figure S1. Diagram of Data Collection Pipeline. Table S1. EORTC-CIPN20 questionnaire. Figure S2. Flow diagram of GWAS Quality Control Pipeline. Table S2. Additional Diagnosis and Treatment Characteristics of TCS cohort. Figure S3. Response frequencies for the EORTC-CIPN20 questionnaire from 680 patients. Figure S4. Principal Component Analysis (PCA) of EORTC-CIPN20 items. Figure S5. SNP-level GWAS. Table S3. Top 100 GWAS Results (p < 2.25 x 10-5) Table S4. Review of candidate gene studies implicating SNPs in cisplatin-induced neuropathy and their replication in the TCS study. Table S5. Review of previous GWAS of CIPN implicating SNPs and their replication in the TCS study. Table S6. Top PrediXcan results (P < 0.001).
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31. Genome-wide association study of colorectal polyps identified highly overlapping polygenic architecture with colorectal cancer
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Keiko Hikino, Yukihide Momozawa, Nao Otomo, Kohei Tomizuka, Koichi Matsuda, Taisei Mushiroda, Masaru Koido, Shiro Ikegawa, and Chikashi Terao
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Oncology ,medicine.medical_specialty ,Colorectal cancer ,business.industry ,medicine.medical_treatment ,Cancer ,Single-nucleotide polymorphism ,Genome-wide association study ,pathological conditions, signs and symptoms ,medicine.disease ,digestive system diseases ,Germline ,Polypectomy ,surgical procedures, operative ,Genetic marker ,Internal medicine ,otorhinolaryngologic diseases ,Genetics ,medicine ,business ,neoplasms ,Genetics (clinical) ,Genetic association - Abstract
No genome-wide association studies (GWAS) were reported for colorectal polyps and the overlap in polygenic backgrounds conferring risk of colorectal cancer and polyps remains unclear. We performed GWAS on subjects with colorectal polyps using the BioBank Japan data with 4447 cases and 157,226 controls. We evaluated genetic correlations between colorectal polyps and cancer, and effects on colorectal polyps of single nucleotide polymorphisms (SNPs) known to be associated with colorectal cancer. We identified CUX2, a known genetic locus to colorectal cancer, as a susceptibility locus to colorectal polyps (p value = 1.1 × 10−15). Subsequent fine-mapping analysis indicated that rs11065828 in CUX2 is the causal variant for colorectal polyps. We found that known colorectal cancer-susceptible SNPs were also associated with colorectal polyps. The genetic correlation between colorectal cancer and polyps is very high (r = 0.98 and p value = 0.0006). We additionally identified 14 significant loci of colorectal polyps and three significant loci of colorectal cancer by applying the multi-trait analysis of GWAS of colorectal cancer and colorectal polyps. We showed very similar germline polygenic features, which gives us the additional insight into potential cancers at polygenic levels for patients with polyps who are followed up at outpatients’ clinic; thus, close observation and polypectomy is critical to prevent colorectal cancers.
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- 2021
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32. Association between genetic variants and the risk of nivolumab-induced immune-related adverse events
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Chihiro Udagawa, Mari Hara Nakano, Teruhiko Yoshida, Yuichiro Ohe, Ken Kato, Taisei Mushiroda, and Hitoshi Zembutsu
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Pharmacology ,Cohort Studies ,Nivolumab ,Genetics ,Molecular Medicine ,Humans ,Genome-Wide Association Study ,Retrospective Studies - Abstract
Aim: We sought to identify the variants that could predict the risk of nivolumab-induced immune-related adverse events (irAEs) in patients with cancer. Patients & methods: We enrolled 622 Japanese patients and carried out a genome-wide association study. The associations for 507 single nucleotide polymorphisms (SNPs) showing p
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- 2022
33. Functional characterization of novel rare CYP2A6 variants and potential implications for clinical outcomes
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Bhagwat Prasad, Ahmed El-Boraie, Rachel F. Tyndale, Kenneth E. Thummel, Caryn Lerman, Katrina G. Claw, Julie-Anne Tanner, Koya Fukunaga, Taisei Mushiroda, Michiaki Kubo, Neal L. Benowitz, Andy Z. X. Zhu, and Erin G. Schuetz
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Metabolite ,Cardiorespiratory Medicine and Haematology ,Cardiovascular ,Oral and gastrointestinal ,Nicotine ,Cytochrome P-450 CYP2A6 ,chemistry.chemical_compound ,Gene Frequency ,Missing heritability problem ,2.1 Biological and endogenous factors ,General Pharmacology, Toxicology and Pharmaceutics ,Aetiology ,CYP2A6 ,General Clinical Medicine ,Genetics ,Clinical Trials as Topic ,General Neuroscience ,General Medicine ,Single Nucleotide ,Articles ,Treatment Outcome ,Public aspects of medicine ,RA1-1270 ,medicine.drug ,Genotype ,In silico ,Oncology and Carcinogenesis ,RM1-950 ,Biology ,Polymorphism, Single Nucleotide ,General Biochemistry, Genetics and Molecular Biology ,Article ,In vivo ,Clinical Research ,Tobacco ,medicine ,Humans ,Polymorphism ,Other Medical and Health Sciences ,Tobacco Smoke and Health ,Prevention ,Research ,Human Genome ,Heritability ,Minor allele frequency ,Good Health and Well Being ,chemistry ,Smoking Cessation ,Therapeutics. Pharmacology ,Digestive Diseases - Abstract
CYP2A6 activity, phenotyped by the nicotine metabolite ratio (NMR), is a predictor of several smoking behaviors, including cessation and smoking‐related disease risk. The heritability of the NMR is 60–80%, yet weighted genetic risk scores (wGRSs) based on common variants explain only 30–35%. Rare variants (minor allele frequency
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- 2021
34. Pharmacogenomics variants are associated with BMI differences between individuals with bipolar and other psychiatric disorders
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Panagiotis Bosganas, Aggeliki Charalampidi, Maria Koromina, Evangelia-Eirini Tsermpini, Wasun Chantratita, Zoe Kordou, Taisei Mushiroda, George P. Patrinos, and Koya Fukunaga
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Adult ,Male ,Pharmacology ,medicine.medical_specialty ,Bipolar Disorder ,Adolescent ,business.industry ,Mental Disorders ,Potential effect ,Genetic Variation ,Body Mass Index ,Young Adult ,Pharmacogenetics ,Pharmacogenomics ,Covariate ,Cohort ,Genetics ,Humans ,Molecular Medicine ,Medicine ,Female ,DPYD ,business ,Psychiatry ,Body mass index - Abstract
Aim: Regardless of the plethora of next-generation sequencing studies in the field of pharmacogenomics (PGx), the potential effect of covariate variables on PGx response within deeply phenotyped cohorts remains unexplored. Materials & methods: We explored with advanced statistical methods the potential influence of BMI, as a covariate variable, on PGx response in a Greek cohort with psychiatric disorders. Results: Nine PGx variants within UGT1A6, SLC22A4, GSTP1, CYP4B1, CES1, SLC29A3 and DPYD were associated with altered BMI in different psychiatric disorder groups. Carriers of rs2070959 ( UGT1A6), rs199861210 ( SLC29A3) and rs2297595 ( DPYD) were also characterized by significant changes in the mean BMI, depending on the presence of psychiatric disorders. Conclusion: Specific PGx variants are significantly associated with BMI in a Greek cohort with psychiatric disorders.
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- 2021
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35. Genome-wide association study reveals an association between the HLA-DPB1∗02:01:02 allele and wheat-dependent exercise-induced anaphylaxis
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Yukinobu Nakagawa, Naoe Harada, Yoshiko Oda, Masashi Nakamura, Yuko Chinuki, Akiko Yagami, Hiroo Yokozeki, Koya Fukunaga, Kayoko Matsunaga, Michihiro Hide, Yuma Fukutomi, Yuto Hamada, Eishin Morita, Reiko Kishikawa, Atsushi Fukunaga, Tsukasa Ugajin, Taisei Mushiroda, Masataka Suehiro, Emiko Noguchi, and Akiko Sugiyama
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HLA-DPB1 ,business.industry ,Locus (genetics) ,Genome-wide association study ,Human leukocyte antigen ,medicine.disease ,Food allergy ,Genetic model ,Immunology ,Genetics ,medicine ,Allele ,business ,Genetics (clinical) ,Wheat allergy - Abstract
Summary Wheat-dependent exercise-induced anaphylaxis (WDEIA) is a life-threatening food allergy triggered by wheat in combination with the second factor such as exercise. The identification of potential genetic risk factors for this allergy might help high-risk individuals before consuming wheat-containing food. We aimed to identify genetic variants associated with WDEIA. A genome-wide association study was conducted in a discovery set of 77 individuals with WDEIA and 924 control subjects via three genetic models. The associations were confirmed in a replication set of 91 affected individuals and 435 control individuals. Summary statistics from the combined set were analyzed by meta-analysis with a random-effect model. In the discovery set, a locus on chromosome 6, rs9277630, was associated with WDEIA in the dominant model (OR = 3.95 [95% CI, 2.31−6.73], p = 7.87 × 10−8). The HLA-DPB1∗02:01:02 allele displayed the most significant association with WDEIA (OR = 4.51 [95% CI, 2.66−7.63], p = 2.28 × 10−9), as determined via HLA imputation following targeted sequencing. The association of the allele with WDEIA was confirmed in replication samples (OR = 3.82 [95% CI, 2.33−6.26], p = 3.03 × 10−8). A meta-analysis performed in the combined set revealed that the HLA-DPB1∗02:01:02 allele was significantly associated with an increased risk of WDEIA (OR = 4.13 [95% CI, 2.89−5.93], p = 1.06 × 10−14). Individuals carrying the HLA-DPB1∗02:01:02 allele have a significantly increased risk of WDEIA. Further validation of these findings in independent multiethnic cohorts is needed.
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- 2021
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36. Cost effectiveness of pharmacogenetic-guided clozapine administration based on risk of HLA variants in Japan and the UK
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Ayu Shimasaki, Taisei Mushiroda, Takeo Saito, Tomo Okochi, Tetsufumi Kanazawa, Nakao Iwata, Masashi Ikeda, Satoru Taniguchi, Rei Aoki, Takeo Hata, and Kohei Ninomiya
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Schedule ,Pediatrics ,medicine.medical_specialty ,Cost effectiveness ,Cost-Benefit Analysis ,MEDLINE ,Neurosciences. Biological psychiatry. Neuropsychiatry ,Predictive markers ,Markov model ,Article ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,0302 clinical medicine ,Japan ,Humans ,Cutoff ,Medicine ,Clozapine ,Biological Psychiatry ,Cost–benefit analysis ,business.industry ,United Kingdom ,030227 psychiatry ,Psychiatry and Mental health ,HLA-B Antigens ,Pharmacogenetics ,Schizophrenia ,Absolute neutrophil count ,business ,030217 neurology & neurosurgery ,RC321-571 - Abstract
Pharmacogenetics/pharmacogenomics have enabled the detection of risk of human leukocyte antigen (HLA) variants for clozapine-induced agranulocytosis/granulocytopenia (CIAG). To apply this evidence to the clinical setting, we compared the cost-effectiveness of the proposed “HLA-guided treatment schedule” and the “current schedule” being used in Japan and the United Kingdom (UK) (absolute neutrophil count (ANC) cutoff at 1500/mm3); in the “HLA-guided treatment schedules,” we considered a situation wherein the HLA test performed before clozapine initiation could provide “a priori information” by detecting patients harboring risk of HLA variants (HLA-B*59:01 and “HLA-B 158T/HLA-DQB1 126Q” for Japanese and Caucasian populations, respectively), a part of whom can then avoid CIAG onset (assumed 30% “prevention rate”). For the primary analysis, we estimated the incremental cost-effectiveness ratio (ICER) of “HLA-guided treatment schedule” and “current schedule” used in Japan and the UK, using a Markov model to calculate the cost and quality-adjusted life years (QALYs) over a 10-year time period. Furthermore, as an explorative analysis, we simulated several situations with various ANC cutoffs (1000/mm3 and 500/mm3) and plotted the cost/QALYs for each option to identify the best, or estimate the next best candidate option applicable in actual clinical settings. The primary probabilistic analysis showed that the “HLA-guided treatment schedule” was more cost effective than the “current schedule”; the ICER was £20,995 and £21,373 for the Japanese and the UK populations, respectively. Additional simulation revealed that the treatment option of ANC cutoff at 500/mm3 without HLA screening was the most cost-effective option; however, several options may be candidates to break away from the “current schedule” of ANC cutoff at 1500/mm3. Owing to its cost-effectiveness, we propose such pharmacogenetic-guided/pharmacogenomic-guided clozapine treatment for use in the real-world setting, which provides key information for optimization of clinical guidelines for high-risk patients for gradual change of clozapine treatment schedule under the safety consideration.
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- 2021
37. Replication Study for the Association of Five SNPs Identified by GWAS and Trastuzumab-Induced Cardiotoxicity in Japanese and Singaporean Cohorts
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Chihiro Udagawa, Sherwin Kuah, Tatsunori Shimoi, Ken Kato, Teruhiko Yoshida, Mari Hara Nakano, Arata Shimo, Yasuyuki Kojima, Reiko Yoshie, Koichiro Tsugawa, Taisei Mushiroda, Ern Yu Tan, and Hitoshi Zembutsu
- Subjects
Pharmacology ,Singapore ,Japan ,Receptor, ErbB-2 ,Neoplasms ,Pharmaceutical Science ,Humans ,General Medicine ,Trastuzumab ,Polymorphism, Single Nucleotide ,Cardiotoxicity ,Genome-Wide Association Study - Abstract
Trastuzumab (herceptin) is an effective drug for human epidermal growth factor receptor type 2 (HER2)-positive cancer. However, cardiotoxicity remains a serious complication. In our previous genome-wide association study (GWAS), we identified potential associations for five single nucleotide polymorphisms (SNPs) with trastuzumab-induced cardiotoxicity in a Japanese population. To validate this association, here we performed replication studies using Japanese and Singaporean case-control cohorts (Japan: 6 cases and 206 controls; Singapore: 22 cases and 178 controls). Although none of the SNPs showed a statistically significant association with trastuzumab-induced cardiotoxicity, we show that three (rs8032978, rs7406710 and rs9316695) and four (rs8032978, rs7406710, rs28415722 and rs11932853) SNPs had an effect in the same direction in the Japanese and the Singaporean cohort, respectively, as that in our previous study. Combining the previous study with the current replication studies, we find a strong association for two SNPs, rs8032978 and rs7406710, with trastuzumab-induced cardiotoxicity (P
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- 2022
38. Transferability of Ancestry‐Specific and Cross‐Ancestry CYP2A6 Activity Genetic Risk Scores in African and European Populations
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Neal L. Benowitz, Lisa Sanderson Cox, Rachel F. Tyndale, Nicole L. Nollen, Jo Knight, Michiaki Kubo, Caryn Lerman, Meghan J. Chenoweth, Ahmed El-Boraie, Jennie G. Pouget, Taisei Mushiroda, and Koya Fukunaga
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Adult ,Male ,Pharmacogenomic Variants ,Population ,Black People ,Biology ,Cardiovascular ,030226 pharmacology & pharmacy ,White People ,Article ,Cytochrome P-450 CYP2A6 ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Clinical Research ,Risk Factors ,Tobacco ,Genetics ,Humans ,Genetic Predisposition to Disease ,Pharmacology (medical) ,Pharmacology & Pharmacy ,Allele ,Cotinine ,CYP2A6 ,education ,Cancer ,Genetic association ,Pharmacology ,Principal Component Analysis ,education.field_of_study ,Tobacco Smoke and Health ,Smoking ,Robustness (evolution) ,Pharmacology and Pharmaceutical Sciences ,Middle Aged ,Genetic architecture ,Black or African American ,Good Health and Well Being ,Treatment Outcome ,chemistry ,Evolutionary biology ,030220 oncology & carcinogenesis ,Respiratory ,Female ,Smoking Cessation ,Pharmacogenetics - Abstract
The Nicotine Metabolite Ratio (NMR; 3-hydroxycotinine/cotinine), a highly heritable index of nicotine metabolic inactivation by the CYP2A6 enzyme, is associated with numerous smoking behaviors and diseases, as well as unique cessation outcomes. However, the NMR cannot be measured in nonsmokers, former smokers, or intermittent smokers, for example, in evaluating tobacco-related disease risk. Traditional pharmacogenetic groupings based on CYP2A6 * alleles capture a modest portion of NMR variation. We previously created a CYP2A6 weighted genetic risk score (wGRS) for European (EUR)-ancestry populations by incorporating independent signals from genome-wide association studies to capture a larger proportion of NMR variation. However, CYP2A6 genetic architecture is unique to ancestral populations. In this study, we developed and replicated an African-ancestry (AFR) wGRS, which captured 30-35% of the variation in NMR. We demonstrated model robustness against known environmental sources of NMR variation. Furthermore, despite the vast diversity within AFR populations, we showed that the AFR wGRS was consistent between different US geographical regions and unaltered by fine AFR population substructure. The AFR and EUR wGRSs can distinguish slow from normal metabolizers in their respective populations, and were able to reflect unique smoking cessation pharmacotherapy outcomes previously observed for the NMR. Additionally, we evaluated the utility of a cross-ancestry wGRS, and the capacity of EUR, AFR, and cross-ancestry wGRSs to predict the NMR within stratified or admixed AFR-EUR populations. Overall, our findings establish the clinical benefit of applying ancestry-specific wGRSs, demonstrating superiority of the AFR wGRS in AFRs.
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- 2021
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39. The Association of
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Noppadol, Chanhom, Jiraphun, Jittikoon, Sukanya, Wattanapokayakit, Surakameth, Mahasirimongkol, Angkana, Charoenyingwattana, Wanvisa, Udomsinprasert, Usa, Chaikledkaew, Supharat, Suvichapanich, Taisei, Mushiroda, Sasisopin, Kiertiburanakul, Archawin, Rojanawiwat, Wittaya, Wangsomboonsiri, Weerawat, Manosuthi, Pacharee, Kantipong, Anucha, Apisarnthanarak, Wilawan, Sangsirinakakul, Pawinee, Wongprasit, Romanee, Chaiwarith, Woraphot, Tantisiriwat, Somnuek, Sungkanuparph, and Wasun, Chantratita
- Abstract
Glutathione s-transferase (GST) is a family of drug-metabolizing enzymes responsible for metabolizing and detoxifying drugs and xenobiotic substances. Therefore, deletion polymorphisms of
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- 2022
40. Genome-Wide Meta-Analysis Identifies Variants in
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Meta H M, Diekstra, Jesse J, Swen, Loes F M, van der Zanden, Sita H, Vermeulen, Epie, Boven, Ron H J, Mathijssen, Koya, Fukunaga, Taisei, Mushiroda, Fumiya, Hongo, Egbert, Oosterwijk, Anne, Cambon-Thomsen, Daniel, Castellano, Achim, Fritsch, Jesus Garcia, Donas, Cristina, Rodriguez-Antona, Rob, Ruijtenbeek, Marius T, Radu, Tim, Eisen, Kerstin, Junker, Max, Roessler, Ulrich, Jaehde, Tsuneharu, Miki, Stefan, Böhringer, Michiaki, Kubo, Lambertus A L M, Kiemeney, and Henk-Jan, Guchelaar
- Abstract
Individual response to sunitinib in metastatic renal cell carcinoma (mRCC) patients is highly variable. Earlier, sunitinib outcome was related to single nucleotide polymorphisms (SNPs) in
- Published
- 2022
41. Individual variation in unfractionated heparin dosing after pediatric cardiac surgery
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Keiko Hikino, Satoshi Nakagawa, Kentaro Ide, Chikashi Terao, Taisei Mushiroda, Masaru Koido, and Nao Nishimura
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Male ,medicine.medical_specialty ,medicine.medical_treatment ,lcsh:Medicine ,030204 cardiovascular system & hematology ,Paediatric research ,Fontan Procedure ,Article ,Thromboplastin ,Fontan procedure ,03 medical and health sciences ,0302 clinical medicine ,Medical research ,medicine ,Humans ,030212 general & internal medicine ,Cardiac Surgical Procedures ,lcsh:Science ,Blalock-Taussig Procedure ,Multidisciplinary ,biology ,business.industry ,Heparin ,Antithrombin ,lcsh:R ,Anticoagulants ,Infant ,Rastelli procedure ,Cardiac surgery ,Alanine transaminase ,Glenn procedure ,Anesthesia ,Child, Preschool ,biology.protein ,Female ,lcsh:Q ,Fresh frozen plasma ,business ,medicine.drug - Abstract
We aimed to identify attributing factors to the interindividual variabilities of the infusion rates in unfractionated heparin therapy. We included patients who required unfractionated heparin therapy to achieve the target APTT after cardiac surgery between May 2014 and February 2018. Fifty-nine patients were included, of whom 8 underwent Blalock-Taussig shunt; 27, Glenn procedure; 19, Fontan procedure; 3, mechanical valve replacement; and 2, Rastelli procedure. Previously reported variables that influenced the response to unfractionated heparin treatment were initially compared, which included age; weight; sex; type of surgery; platelet count; fibrinogen, antithrombin III, total protein, albumin, alanine transaminase, and creatinine levels; and use of fresh frozen plasma. The type of surgical procedure was found to be significantly associated with the differences in heparin infusion rate (P = 0.00073). Subsequently, the variance explained by these factors was estimated through a selection based on the minimum Akaike information criterion value; models constructed by various combinations of the surgery types were compared. The model including the Blalock-Taussig shunt, Glenn procedure, and mechanical valve replacement showed the highest summed variance explained (29.1%). More than 70% of the interindividual variability in initial heparin maintenance dosing was unexplained.
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- 2020
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42. Genomewide Meta‐Analysis Validates a Role for S1PR1 in Microtubule Targeting Agent‐Induced Sensory Peripheral Neuropathy
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Flora Mulkey, Bryan P. Schneider, Lawrence N. Shulman, John S. Witte, Chen Jiang, Deanna L. Kroetz, Dongbing Lai, Mark J. Ratain, Hope S. Rugo, Kouros Owzar, Taisei Mushiroda, Katherina C. Chua, Carol Ho, Howard L. McLeod, Sara R. Rashkin, Chenling Xiong, Michiaki Kubo, and Paula N. Friedman
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Male ,Oncology ,Pharmacogenomic Variants ,Genome-wide association study ,Neurodegenerative ,030226 pharmacology & pharmacy ,0302 clinical medicine ,Risk Factors ,2.1 Biological and endogenous factors ,Pharmacology (medical) ,Pharmacology & Pharmacy ,Aetiology ,Cells, Cultured ,Cancer ,Randomized Controlled Trials as Topic ,0303 health sciences ,Cultured ,Hazard ratio ,Peripheral Nervous System Diseases ,Single Nucleotide ,Pharmacology and Pharmaceutical Sciences ,Middle Aged ,Tubulin Modulators ,3. Good health ,Chemotherapy-induced peripheral neuropathy ,030220 oncology & carcinogenesis ,Female ,Adult ,medicine.medical_specialty ,Paclitaxel ,Cells ,Single-nucleotide polymorphism ,Polymorphism, Single Nucleotide ,Risk Assessment ,Article ,Young Adult ,03 medical and health sciences ,Breast cancer ,Internal medicine ,Genetics ,Neurites ,medicine ,Humans ,Polymorphism ,Allele ,Peripheral Neuropathy ,Sphingosine-1-Phosphate Receptors ,Aged ,030304 developmental biology ,Genetic association ,Pharmacology ,business.industry ,Proportional hazards model ,Prevention ,Human Genome ,Neurosciences ,medicine.disease ,Good Health and Well Being ,Pharmacogenetics ,business ,Genome-Wide Association Study - Abstract
Microtubule targeting agents (MTAs) are anticancer therapies commonly prescribed for breast cancer and other solid tumors. Sensory peripheral neuropathy (PN) is the major dose-limiting toxicity for MTAs and can limit clinical efficacy. The current pharmacogenomic study aimed to identify genetic variations that explain patient susceptibility and drive mechanisms underlying development of MTA-induced PN. A meta-analysis of genome-wide association studies (GWAS) from two clinical cohorts treated with MTAs (CALGB 40502 and CALGB 40101) was conducted using a Cox regression model with cumulative dose to first instance of grade 2 or higher PN. Summary statistics from a GWAS of European subjects (n = 469) in CALGB 40502 that estimated cause-specific risk of PN were meta-analyzed with those from a previously published GWAS of European ancestry (n = 855) from CALGB 40101 that estimated the risk of PN. Novel single nucleotide polymorphisms in an enhancer region downstream of sphingosine-1-phosphate receptor 1 (S1PR1 encoding S1PR1; e.g., rs74497159, βCALGB40101 per allele log hazard ratio (95% CI) = 0.591 (0.254 - 0.928), βCALGB40502 per allele log hazard ratio (95% CI) = 0.693 (0.334 - 1.053); PMETA = 3.62×10−7) were the most highly ranked associations based on P-values with risk of developing grade 2 and higher PN. In silico functional analysis identified multiple regulatory elements and potential enhancer activity for S1PR1 within this genomic region. Inhibition of S1PR1 function in iPSC-derived human sensory neurons shows partial protection against paclitaxel-induced neurite damage. These pharmacogenetic findings further support ongoing clinical evaluations to target S1PR1 as a therapeutic strategy for prevention and/or treatment of MTA-induced neuropathy.
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- 2020
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43. CYP2D6 Genotype–Guided Tamoxifen Dosing in Hormone Receptor–Positive Metastatic Breast Cancer (TARGET-1): A Randomized, Open-Label, Phase II Study
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Michiaki Kubo, Toshimi Takano, Naoto T. Ueno, Kan Yonemori, Akira Kitani, Reiki Nishimura, Yasuhiro Fujiwara, Masato Takahashi, Shigehira Saji, Taisei Mushiroda, Chiyo K. Imamura, Kazuhiko Sato, Yusuke Tanigawara, Kenji Tamura, Junji Tsurutani, and Takeharu Yamanaka
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Oncology ,Cancer Research ,medicine.medical_specialty ,CYP2D6 ,business.industry ,Phases of clinical research ,medicine.disease ,030226 pharmacology & pharmacy ,Metastatic breast cancer ,03 medical and health sciences ,0302 clinical medicine ,Hormone receptor ,030220 oncology & carcinogenesis ,Internal medicine ,Genotype ,medicine ,Progression-free survival ,business ,Active metabolite ,Tamoxifen ,medicine.drug - Abstract
PURPOSE In patients taking tamoxifen, the CYP2D6 genotype causes different exposure of active metabolite endoxifen. The objective of this randomized, open-label, multicenter, phase II study was to prospectively evaluate whether CYP2D6 genotype–guided tamoxifen dosing in patients with hormone receptor–positive metastatic breast cancer could have an impact on the clinical outcome. METHODS Patients who needed first-line tamoxifen therapy were enrolled. Based on individual CYP2D6 genotype, patients heterozygous (wild type [wt]/variant [V]) or homozygous (V/V) for variant alleles of decreased or no function were randomly assigned to receive tamoxifen at an increased dose (ID arm; 40 mg daily) or regular dose (RD arm; 20 mg daily), and patients homozygous for wild-type alleles (wt/wt) received tamoxifen at 20 mg daily. The primary endpoint was the progression-free survival (PFS) rate at 6 months. The secondary endpoints included PFS and correlation of Z-endoxifen concentration with clinical outcomes. RESULTS Between December 2012 and July 2016, 186 patients were enrolled in Japan. Of 184 evaluable patients, 136 carried wt/V or V/V (ID arm, 70; RD arm, 66), and 48 carried wt/wt. PFS rates at 6 months were not significantly different between the ID and RD arms (67.6% v 66.7%). The serum trough concentrations of Z-endoxifen in the ID arm were significantly higher than those in the RD arm (median, 89.2 nM v 51.1 nM; P < .0001) and were also higher compared with wt/wt patients (72.0 nM; P = .045). No significant difference in Z-endoxifen concentrations was observed between patients with disease progression and those who were progression free at 6 months ( P = .43). CONCLUSION In patients with CYP2D6-variant alleles, increasing tamoxifen dosing did not achieve a higher PFS rate at 6 months. The CYP2D6 genotype solely cannot explain individual variability in the efficacy of tamoxifen.
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- 2020
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44. An Investigational Study to Establish the Basic Construction of Precision Medicine from a Pharmaceutical Perspective
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Tomohiro Terada, Daiki Hira, Yoshiro Saito, Taisei Mushiroda, Daiki Tsuji, and Masatomo Miura
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Engineering ,Management science ,business.industry ,Perspective (graphical) ,business ,Precision medicine - Published
- 2020
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45. Evaluation of gefitinib systemic exposure in EGFR-mutated non-small cell lung cancer patients with gefitinib-induced severe hepatotoxicity
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Yusuke Tanigawara, Takahisa Kawamura, Akira Ono, Kazuhisa Nakashima, Tateaki Naito, Chiyo K. Imamura, Toshiaki Takahashi, Tetsuhiko Taira, Haruyasu Murakami, Kazushige Wakuda, Shota Omori, Taisei Mushiroda, and Hirotsugu Kenmotsu
- Subjects
Adult ,Male ,0301 basic medicine ,Cancer Research ,medicine.medical_specialty ,Lung Neoplasms ,Drug-Related Side Effects and Adverse Reactions ,Antineoplastic Agents ,macromolecular substances ,Toxicology ,Gastroenterology ,03 medical and health sciences ,0302 clinical medicine ,Gefitinib ,Pharmacokinetics ,Epidermal growth factor ,Carcinoma, Non-Small-Cell Lung ,Internal medicine ,medicine ,Humans ,Pharmacology (medical) ,In patient ,Lung cancer ,Severe toxicity ,Aged ,Aged, 80 and over ,Pharmacology ,business.industry ,Middle Aged ,medicine.disease ,Blood proteins ,respiratory tract diseases ,ErbB Receptors ,030104 developmental biology ,Liver ,Oncology ,Area Under Curve ,030220 oncology & carcinogenesis ,Female ,Non small cell ,Chemical and Drug Induced Liver Injury ,business ,medicine.drug - Abstract
Severe hepatotoxicity induced by the standard dose of gefitinib (250 mg daily) often becomes manageable by dose reduction to 250 mg every other day. Thus, we hypothesized that systemic exposure of standard-dose gefitinib in patients with experience of severe hepatotoxicity might be higher than that in patients without severe hepatotoxicity. Patients with advanced epidermal growth factor receptor-mutated non-small cell lung cancer who were receiving gefitinib either at a reduced dose (250 mg every other day) because of intolerable severe toxicity or at a standard dose (250 mg daily) were enrolled. A series of blood samples were collected to estimate pharmacokinetic parameters and calculate systemic exposure of standard-dose gefitinib (area under the concentration–time curve from 0 to 24 h at steady state, AUC0–24,ss). Systemic exposure of unbound gefitinib (fu·AUC0–24,ss) was also assessed, because gefitinib is extensively bound to serum proteins. Of the 38 enrolled patients, 34 (23 patients without experience of severe hepatotoxicity, 11 patients with experience of severe hepatotoxicity) were evaluable. There was no significant differences in total AUC0–24,ss or unbound fu·AUC0–24,ss between patients with and without experience of severe hepatotoxicity. Analysis of the time to severe hepatotoxicity indicated no difference between patients with a high AUC0–24,ss and those with a low AUC0–24,ss of either total or unbound gefitinib. This study suggests that reversible severe hepatotoxicity is not caused by high systemic exposure of gefitinib.
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- 2020
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46. Avoidance of cutaneous adverse drug reactions induced by antiepileptic drugs based on pharmacogenomics
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Taisei Mushiroda
- Subjects
Genetics ,Genetics (clinical) - Abstract
Pharmacogenomics (PGx) is a research area aimed at identifying genetic factors that are associated with drug responses, including drug efficacy, adverse drug reactions, and the appropriate drug dosage on a case-to-case basis. To promote the clinical implementation of PGx testing, which is currently of limited use in clinical practice, recent research has focused on providing reliable evidence for its clinical utility. In neurology, psychiatry, and neurosurgery, several human leukocyte antigen (HLA) alleles have been reportedly associated with cutaneous adverse drug reactions (cADRs) induced by antiepileptic drugs, which significantly carry the risk of developing cADRs. Prior to using antiepileptic drugs such as carbamazepine and lamotrigine, which are prone to cause severe cADRs, preemptive HLA genetic testing and therapeutic interventions such as drug selection and dosage adjustment based on the results of the tests can reduce the incidence of cADRs in the population before the initiation of treatment.
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- 2022
47. Pharmacogenetic testing for prevention of severe cutaneous adverse drug reactions
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Taisei, Mushiroda, primary
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- 2022
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48. ABO O blood group as a risk factor for platelet reactivity in heparin-induced thrombocytopenia
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Jason H. Karnes, Jerome Rollin, Jason B. Giles, Kiana L. Martinez, Heidi E. Steiner, Christian M. Shaffer, Yukihide Momozawa, Chihiro Inai, Andrei Bombin, Mingjian Shi, Jonathan D. Mosley, Ian Stanaway, Kathleen Selleng, Thomas Thiele, Taisei Mushiroda, Claire Pouplard, Nancy M. Heddle, Michiaki Kubo, Elizabeth J. Phillips, Theodore E. Warkentin, Yves Gruel, Andreas Greinacher, and Dan M. Roden
- Subjects
Male ,Heparin ,Immunology ,Anticoagulants ,Cell Biology ,Hematology ,Platelet Factor 4 ,Biochemistry ,Thrombocytopenia ,ABO Blood-Group System ,Risk Factors ,Immunoglobulin G ,Humans ,Female ,Genome-Wide Association Study - Abstract
Heparin-induced thrombocytopenia (HIT) is an unpredictable, potentially catastrophic adverse effect resulting from an immune response to platelet factor 4 (PF4)/heparin complexes. We performed a genome-wide association study (GWAS) with positive functional assay as the outcome in a large discovery cohort of patients divided into 3 groups: (1) functional assay-positive cases (n = 1269), (2) antibody-positive (functional assay-negative) controls (n = 1131), and (3) antibody-negative controls (n = 1766). Significant associations (α = 5 × 10−8) were investigated in a replication cohort (α = 0.05) of functional assay-confirmed HIT cases (n = 177), antibody-positive (function assay-negative) controls (n = 258), and antibody-negative controls (n = 351). We observed a strong association for positive functional assay with increasing PF4/heparin immunoglobulin-G (IgG) level (odds ratio [OR], 16.53; 95% confidence interval [CI], 13.83-19.74; P = 1.51 × 10−209) and female sex (OR, 1.15; 95% CI, 1.01-1.32; P = .034). The rs8176719 C insertion variant in ABO was significantly associated with positive functional assay status in the discovery cohort (frequency = 0.41; OR, 0.751; 95% CI, 0.682-0.828; P = 7.80 × 10−9) and in the replication cohort (OR, 0.467; 95% CI, 0.228-0.954; P = .0367). The rs8176719 C insertion, which encodes all non-O blood group alleles, had a protective effect, indicating that the rs8176719 C deletion and the O blood group were risk factors for HIT (O blood group OR, 1.42; 95% CI, 1.26-1.61; P = 3.09 × 10−8). Meta-analyses indicated that the ABO association was independent of PF4/heparin IgG levels and was stronger when functional assay-positive cases were compared with antibody-positive (functional assay-negative) controls than with antibody-negative controls. Sequencing and fine-mapping of ABO demonstrated that rs8176719 was the causal single nucleotide polymorphism (SNP). Our results clarify the biology underlying HIT pathogenesis with ramifications for prediction and may have important implications for related conditions, such as vaccine-induced thrombotic thrombocytopenia.
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- 2021
49. Genetic Architectures Underlie Onset Age of Atopic Dermatitis
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Keiko Hikino, Nao Tanaka, Masaru Koido, Kohei Tomizuka, Yoshinao Koike, Shuji Ito, Akari Suzuki, Yukihide Momozawa, Yoichiro Kamatani, Taisei Mushiroda, and Chikashi Terao
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Humans ,Cell Biology ,Dermatology ,Age of Onset ,Molecular Biology ,Biochemistry ,Dermatitis, Atopic - Published
- 2022
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50. Effect of 5-fluorouracil on mRNA expression of drug metabolizing enzyme and transporter genes in human hepatoma cell lines
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Katsunori Nakamura, Taisei Mushiroda, Jose Carlos S Tayag, Hideo Shiohira, Yurika Tamashiro, and Koya Fukunaga
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Pregnane X receptor ,Messenger RNA ,Carcinoma, Hepatocellular ,CYP2B6 ,Chemistry ,General Medicine ,Molecular biology ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,Nuclear receptor ,Cytochrome P-450 Enzyme System ,Pharmaceutical Preparations ,Cell culture ,Gene expression ,Hepatocytes ,Cytochrome P-450 CYP3A ,Humans ,Fluorouracil ,RNA, Messenger ,Gene ,Transcription factor - Abstract
Fluoropyrimidines such as 5-fluorouracil (5-FU) are well known to have drug-drug interactions with anticoagulant medications such as warfarin. This study investigated the mRNA expression of pharmacokinetic (PK)-related genes in response to 5-FU using the hepatocarcinoma cell lines after examining relevant gene expression via RNA sequencing. We used HepaRG cells for 5-FU treatment analysis because these cells displayed PK-related gene expression. 5-FU exposure significantly reduced cytochrome P450 3A4 (CYP3A4) mRNA expression. Additionally, the mRNA expression of nuclear receptor subfamily 1 group I member 2 (also known as pregnane X receptor), a nuclear receptor transcription factor that promotes the expression of many CYP genes, was also decreased in HepaRG cells following 5-FU treatment. The mRNA expressions of the CYP2B6 and ATP-binding cassette transporter genes were decreased after 5-FU treatment. This study revealed that 5-FU treatment reduced PK-related gene expression in HepaRG cells. These findings should be useful for further drug-drug interaction research.
- Published
- 2021
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