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Ye L, Meng X, Zhan Y, Li T, Huang X, Qiu H, Zhou J, Guo C. Research on genetic variant characteristics in ADME genes based on whole-exome sequencing in the Han Chinese population. Eur J Pharm Sci 2025; 205:106987. [PMID: 39672213 DOI: 10.1016/j.ejps.2024.106987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2024] [Revised: 12/08/2024] [Accepted: 12/09/2024] [Indexed: 12/15/2024]
Abstract
BACKGROUND Genetic variants in absorption, distribution, metabolism, and excretion (ADME) genes affect drug efficacy and side effects. Whole-exome sequencing (WES) effectively identifies these variants. Findings from Western populations may not apply to the Han Chinese population due to ethnic differences. OBJECTIVE This study aimed to investigate genetic variants, metabolic phenotypes, and drug impacts related to ADME genes in the Han Chinese population using WES data. METHODS ADME genes and drug profiles were sourced from multiple databases. WES data were collected from 357 samples at Third Xiangya Hospital and 5,000 samples from the "HuaBiao Project." After WES, fastp was used for quality control; BWA, samtools, and the Picard software were used for comparison, sequencing, and de-duplication; GATK was used for base quality score recalibration; and variant quality score recalibration was carried out after detecting the variants, and the variants were annotated using ANNOVAR. ADME genes and drug profiles were obtained through PharmGKB and other databases, and then all variants in the exonic regions of ADME genes were extracted. The distributional characteristics of these variants, ethnic differences, and metabolic phenotype distribution of important ADME genes, such as CYP2B6, were analyzed. Prediction of deleterious variants of ADME gene employed the ADME gene variant prediction framework, and western blotting and enzyme assays were used to validate the impact of harmful variants. RESULTS We integrated 604 ADME genes and 972 drugs. There were 33,925 single nucleotide polymorphisms (SNPs) and 484 insertion-deletions (InDels) in 5,357 Han Chinese WES samples; 88.9 % were rare. Of the SNPs, 60.9 % are new functional mutations in enzyme and transporter genes; InDels also affected these genes. We discovered Chinese-specific variants in key ADME genes and ethnic-specific metabolic phenotypes that could affect drug use. Finally, we screened 3,657 potentially harmful mutations; 45.6 % are novel. Western blotting and enzyme activity assays confirmed several harmful mutations significantly reduced CYP2C19 gene expression and function (P < 0.01).
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Affiliation(s)
- Ling Ye
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Xiangya Hospital, Central South University, China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, China; National Clinical Research Center for Geriatric Disorders, China
| | - XiangGuang Meng
- Department of Pharmacy, Zhengzhou No. 7 People's Hospital, China
| | - Yan Zhan
- Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics, Xiangya Hospital, Central South University, China; Institute of Clinical Pharmacology, Central South University, Hunan Key Laboratory of Pharmacogenetics, China; Engineering Research Center of Applied Technology of Pharmacogenomics, Ministry of Education, China; National Clinical Research Center for Geriatric Disorders, China
| | - Tong Li
- Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, China
| | - Xin Huang
- Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, China
| | - Hui Qiu
- Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, China
| | - Jianzhu Zhou
- Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, China
| | - Chengxian Guo
- Center of Clinical Pharmacology, the Third Xiangya Hospital, Central South University, China.
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Li C, Li J, Han C, Wang T, Zhang L, Wang Z, Wang T, Xu L, Qi G, Qin G, Li X, Zheng L. Novel and recurrent genetic variants of VHL, SDHB, and RET genes in Chinese pheochromocytoma and paraganglioma patients. Front Genet 2023; 14:959989. [PMID: 36936415 PMCID: PMC10020357 DOI: 10.3389/fgene.2023.959989] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 02/21/2023] [Indexed: 03/06/2023] Open
Abstract
Background: Pheochromocytoma and paraganglioma (PPGL) are rare neuroendocrine tumors arising from chromaffin cells in the adrenal medulla and extra-adrenal ganglia, respectively. The study was aimed to investigate the clinical and genetic characteristics of 22 individuals from six families. Methods: The medical records of six PPGL probands who presented to our hospital between 2016 and 2021 were retrospectively studied. DNA isolated from the probands was analyzed using whole exome sequencing. The identified genetic variants were confirmed by Sanger sequencing and undergone bioinformatic analysis. Results: Six different genetic variants in the six probands were identified, respectively, of which three were novel. A novel von Hippel-Lindau (VHL) variant, c.602T>C (p.L201P), in exon 3 was found. Two novel genetic variants in SDHB (succinate dehydrogenases subunit B), c.423 + 1 G>T and c.662A>G (p.D221G), were identified. Two recurrent genetic variants of VHL, c.C284G (p.P95R) and c.558_560AGAdel (p.186Edel), and one in RET (ret proto-oncogene), c.1901G>A (p.C634Y), were also found. The ClinVar accession number for the present variants are SCV002028348, and SCV002028352 to SCV002028361. Conclusion: Genetic variants in VHL, SDHB and RET were identified in Chinese PPGL patients, which contributed to the knowledge of the genetic etiology and clinical outcome of these tumors.
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Affiliation(s)
- Chong Li
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Jingyi Li
- Department of Plastic Surgery, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chao Han
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Ting Wang
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lixia Zhang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhifang Wang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Tingting Wang
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Lijun Xu
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Guangzhao Qi
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Guangzhao Qi, ; Xialian Li, ; Lili Zheng,
| | - Guijun Qin
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xialian Li
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Guangzhao Qi, ; Xialian Li, ; Lili Zheng,
| | - Lili Zheng
- Department of Endocrinology and Metabolism, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
- *Correspondence: Guangzhao Qi, ; Xialian Li, ; Lili Zheng,
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Ju C, Lian Q, Chen A, Zhao B, Zhou S, Cai Y, Xie H, Wei L, Li S, He J. Antifungal prophylactic effectiveness and intrapulmonary concentrations of voriconazole versus posaconazole in lung transplant recipients. Med Mycol 2022; 60:6678431. [PMID: 36036471 PMCID: PMC9437723 DOI: 10.1093/mmy/myac041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 04/22/2022] [Accepted: 08/25/2022] [Indexed: 11/13/2022] Open
Abstract
Invasive fungal diseases (IFDs) are one of the leading causes of death in lung transplant recipients. This study aimed to compare the antifungal prophylactic effectiveness, intrapulmonary and plasma levels of voriconazole with posaconazole in lung transplant recipients. This retrospective cohort study analyzed adult recipients who underwent lung transplantation between June 2017 and December 2020. Voriconazole oral tablets or posaconazole oral suspension were used for prophylaxis against posttransplant IFD. Drug concentrations in bronchoalveolar lavage fluid (BALF) and plasma were measured by using liquid chromatography-mass spectrometry. The 182 recipients included 142 in the voriconazole group and 40 in the posaconazole group. The trough plasma levels were comparable between voriconazole and posaconazole (1.65 ± 0.09 vs. 1.69 ± 0.03 μg/ml, p = 0.55). However, the BALF levels were significantly higher for posaconazole than voriconazole (17.47 ± 11.51 vs. 0.56 ± 0.49 μg/ml, p < 0.001). There was no significant difference in the total incidence of breakthrough IFDs between the voriconazole and posaconazole groups (10.6% vs. 7.5%, p = 0.77). The intrapulmonary concentrations of posaconazole were significantly higher than voriconazole. The two agents had comparable antifungal prophylactic effectiveness.
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Affiliation(s)
- Chunrong Ju
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Qiaoyan Lian
- Department of Organ Transplant, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Ao Chen
- Department of Organ Transplant, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Boxin Zhao
- Department of Pharmacy, Nanfang Hospital, Southern Medical University, Guangzhou, China
| | - Shouning Zhou
- Department of Pharmacy, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yuhang Cai
- Department of Organ Transplant, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Hui Xie
- Department of Pharmacy, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Li Wei
- Department of Pharmacy, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Shiyue Li
- Department of Respiratory and Critical Care Medicine, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Jianxing He
- Department of Thoracic Surgery, State Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
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Tian J, Zhang J, Yang Z, Feng S, Li S, Ren S, Shi J, Hou X, Xue X, Yang B, Xu H, Guo J. Genetic Epidemiology of Medication Safety and Efficacy Related Variants in the Central Han Chinese Population With Whole Genome Sequencing. Front Pharmacol 2022; 12:790832. [PMID: 35280256 PMCID: PMC8906509 DOI: 10.3389/fphar.2021.790832] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/14/2021] [Indexed: 12/22/2022] Open
Abstract
Medication safety and efficacy-related pharmacogenomic research play a critical role in precision medicine. This study comprehensively analyzed the pharmacogenomic profiles of the central Han Chinese population in the context of medication safety and efficacy and compared them with other global populations. The ultimate goal is to improve medical treatment guidelines. We performed whole-genome sequencing in 487 Han Chinese individuals and investigated the allele frequencies of pharmacogenetic variants in 1,731 drug response-related genes. We identified 2,139 (81.18%) previously reported variants in our population with annotations in the PharmGKB database. The allele frequencies of these 2,139 clinical-related variants were similar to those in other East Asian populations but different from those in other global populations. We predicted the functional effects of nonsynonymous variants in the 1,731 pharmacogenes and identified 1,281 novel and 4,442 previously reported deleterious variants. Of the 1,281 novel deleterious variants, five are common variants with an allele frequency >5%, and the rest are rare variants with an allele frequency <5%. Of the 4,442 known deleterious variants, the allele frequencies were found to differ from those in other populations, of which 146 are common variants. In addition, we found many variants in non-coding regions, the functions of which require further investigation. This study compiled a large amount of data on pharmacogenomic variants in the central Han Chinese population. At the same time, it provides insight into the role of pharmacogenomic variants in clinical medication safety and efficacy.
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Affiliation(s)
- Junbo Tian
- BGI College and Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, China
| | - Jing Zhang
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Zengguang Yang
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Shuaisheng Feng
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Shujuan Li
- Department of Pharmacy, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Shiqi Ren
- BGI College and Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, China
| | - Jianxiang Shi
- BGI College and Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, China
| | - Xinyue Hou
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Xia Xue
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Bei Yang
- School of Information Engineering, Zhengzhou University, Zhengzhou, China
| | - Hongen Xu
- Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China
| | - Jiancheng Guo
- BGI College and Henan Institute of Medical and Pharmaceutical Sciences, Zhengzhou University, Zhengzhou, China.,Precision Medicine Center, Academy of Medical Science, Zhengzhou University, Zhengzhou, China.,The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Qi G, Han C, Zhou Y, Wang X. Allele and genotype frequencies of CYP3A4, CYP3A5, CYP3A7, and GSTP1 gene polymorphisms among mainland Tibetan, Mongolian, Uyghur, and Han Chinese populations. Clin Exp Pharmacol Physiol 2021; 49:219-227. [PMID: 34689350 DOI: 10.1111/1440-1681.13604] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Revised: 10/19/2021] [Accepted: 10/20/2021] [Indexed: 01/06/2023]
Abstract
Over 50% prescribed drugs are metabolised by cytochrome P450 3A (CYP3A) and glutathione S-transferase pi (GSTP1) adds a glutathione to the oxidative products by CYP3A, which increases the hydrophilic property of metabolites and facilitates the excretion. Single nucleotide polymorphisms (SNPs) of CYP3A and GSTP1 show a diverse allele and genotype frequencies distribution among the world populations. The present study aimed to investigate the genotype and allele frequency distribution patterns of CYP3A4, CYP3A5, CYP3A7 and GSTP1 polymorphisms among healthy participants in mainland Tibetan, Mongolian, Uyghur, and Han Chinese populations. Blood samples were collected from 842 unrelated healthy subjects (323 Tibetan, 134 Mongolian, 162 Uyghur, and 223 Han) for genotyping analysis. Variant allele frequencies of CYP3A4 rs2242480, CYP3A5 rs776746, CYP3A7 rs2257401, and GSTP1 Ile105Val were observed in Han (0.253, 0.686, 0.312 and 0.188), Tibetan (0.186, 0.819, 0.192 and 0.173), Mongolian (0.198, 0.784, 0.228 and 0.235) and Uyghur (0.179, 0.858, 0.182 and 0.250) respectively. The allele frequency of CYP3A7*1C in Uyghur (0.019) was higher than that in Tibetan (0.002, p < 0.01). There was a strong linkage disequilibrium between CYP3A4 rs2242480, CYP3A5 rs776746, and CYP3A7 rs2257401 among the four ethnic groups. The results might be useful for the precise medication in the Chinese populations.
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Affiliation(s)
- Guangzhao Qi
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.,Department of Pharmacology, Basic Medical School, Peking University, Beijing, China
| | - Chao Han
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Yubing Zhou
- Department of Pharmacy, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Xin Wang
- Department of Pharmacology, Basic Medical School, Peking University, Beijing, China
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Genetic landscape of 125 pharmacogenes in Chinese from the Chinese Millionome Database. Sci Rep 2021; 11:19222. [PMID: 34584183 PMCID: PMC8478937 DOI: 10.1038/s41598-021-98877-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 09/16/2021] [Indexed: 12/13/2022] Open
Abstract
Inter-individual differences of drug responses could be attributed to genetic variants of pharmacogenes such as cytochrome P450 (CYP), phase 2 enzymes, and transporters. In contrast to extensive studies on the genetic polymorphisms of CYP gene, genetic mutation spectrum of other pharmacogenes was under-representative in the pharmacogenetics investigations. Here we studied the genetic variations of 125 pharmacogenes including drug transporters, non-CYP phase 1 enzymes, phase 2 enzymes, nuclear receptors and others in Chinese from the Chinese Millionome Database (CMDB), of which 38,188 variants were identified. Computational analyses of the 2554 exonic variants found 617 deleterious missense variants, 91.1% of which were rare, and of the 54 loss-of-function (splice acceptor, splice donor, start lost, and stop gained) variants, 53 (98.1%) were rare. These results suggested an enrichment of rare variants in functional ones for pharmacogenes. Certain common functional variants including NUDT15 13:48611934 G/A (rs186364861), UGT1A1 2:234676872 C/T (rs34946978), and ALDH2 12:112241766 G/A (rs671) were population-specific for CMDB Chinese because they were absent (with a zero of variant allele frequency) or very rare in other gnomAD populations. These findings might be useful for the further pharmacogenomics research and clinical application in Chinese.
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