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Thomas L, Chaithra, Batra Y, Mathur M, Kulavalli S, SV CS, Dutt N, Bhardwaj P, Varma M, Saravu K, Banerjee M, Rao M. Pharmacogenomic heterogeneity of N-acetyltransferase 2: a comprehensive analysis of real world data in Indian tuberculosis patients and from literature and database review. Ann Med 2025; 57:2478316. [PMID: 40138446 PMCID: PMC11948353 DOI: 10.1080/07853890.2025.2478316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 01/06/2025] [Accepted: 01/31/2025] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Isoniazid is primarily metabolized by the arylamine N-acetyltransferase 2 (NAT2) enzyme. Single nucleotide polymorphisms (SNPs) in the NAT2 gene could classify an individual into three distinct phenotypes: rapid, intermediate and slow acetylators. NAT2 SNPs and the slow acetylator phenotype have been implicated as risk factors for the development of antitubercular drug-induced liver injury (AT-DILI) in several tuberculosis (TB) populations. PATIENTS AND METHODS We conducted a prospective observational study to characterize and compare the NAT2 SNPs, genotypes and phenotypes among patients with TB and AT-DILI from the Southern and Western regions of India. The NAT2 pharmacogenomic profile of patients from these regions was compared with the reports from several geographically diverse TB populations and participants of different genetic ancestries extracted from literature reviews and the 'All of Us' Research Program database, respectively. RESULTS The TB patients of Southern and Western regions of India and several other geographically closer regions exhibited near similar NAT2 MAF characteristics. However significant heterogeneity in NAT2 SNPs was observed within and between countries among AT-DILI populations and the participants of different genetic ancestry from the 'All of Us' Research Program database. The MAF of the NAT2 SNPs rs1041983, rs1801280, rs1799929, rs1799930 and rs1208 of the TB patients from Southern and Western Indian Sites were in near range to that of the South Asian genetic ancestry of 'All of Us' Research Program database. About one-third of the total TB patients from the Southern and Western regions of India were NAT2 slow acetylators, among whom a relatively higher proportion experienced AT-DILI. CONCLUSION Further studies exploring the risk of NAT2 SNPs in different AT-DILI patients with larger sample sizes and a population-specific approach are required to establish a policy for NAT2 genotyping as a pre-emptive biomarker for AT-DILI monitoring for personalized isoniazid therapy in clinics.
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Affiliation(s)
- Levin Thomas
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, India
| | - Chaithra
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, India
| | - Yashi Batra
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, India
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, OK, USA
| | - Mitali Mathur
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, India
| | - Shrivathsa Kulavalli
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, India
| | | | - Naveen Dutt
- Department of Pulmonary Medicine, All India Institute of Medical Sciences, Jodhpur, India
| | - Pankaj Bhardwaj
- Department of Community Medicine and Family Medicine, All India Institute of Medical Sciences, Jodhpur, India
| | - Muralidhar Varma
- Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Kavitha Saravu
- Department of Infectious Diseases, Kasturba Medical College, Manipal, Manipal Academy of Higher Education, Manipal, India
| | - Mithu Banerjee
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, India
| | - Mahadev Rao
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education (MAHE), Manipal, India
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Malinga TV, Othman H, Paximadis M, Tiemessen CT, Ramsay M, Hazelhurst S, Twesigomwe D. Characterization of NAT, GST, and CYP2E1 Genetic Variation in Sub-Saharan African Populations: Implications for Treatment of Tuberculosis and Other Diseases. Clin Pharmacol Ther 2025; 117:1338-1357. [PMID: 39829327 PMCID: PMC11993289 DOI: 10.1002/cpt.3557] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 12/19/2024] [Indexed: 01/22/2025]
Abstract
Tuberculosis (TB) is a major health burden in Africa. Although TB is treatable, anti-TB drugs are associated with adverse drug reactions (ADRs), which are partly attributed to pharmacogenetic variation. The distribution of star alleles (haplotypes) influencing anti-TB drug metabolism is unknown in many African populations. This presents challenges in implementing genotype-guided therapy in Africa to decrease the occurrence of ADRs and enhance the efficacy of anti-TB drugs. In this study, we used StellarPGx to call variants and star alleles in NAT1, NAT2, GSTM1, GSTT1, GSTP1, and CYP2E1, from 1079 high-depth African whole genomes. We present the distribution of common, rare, and potential novel star alleles across various Sub-Saharan African (SSA) populations, in comparison with other global populations. NAT1*10 (53.6%), GSTT1*0 (65%), GSTM1*0 (48%), and NAT2*5 (17.5%) were among the predominant functionally relevant star alleles. Additionally, we predicted varying phenotype distributions for NAT1 and NAT2 (acetylation) and the glutathione-S-transferase (GST) enzymes (detoxification activity) between SSA and other global populations. Forty-seven potentially novel haplotypes were identified computationally across the genes. This study provides insight into the distribution of key variants and star alleles potentially relevant to anti-TB drug metabolism and other drugs prescribed across various African populations. The high number of potentially novel star alleles exemplifies the need for pharmacogenomics studies in the African context. Overall, our study provides a foundation for functional pharmacogenetic studies and potential implementation of pharmacogenetic testing in Africa to reduce the risk of ADRs related to treatment of TB and other diseases.
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Affiliation(s)
- Thandeka V.B. Malinga
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Division of Human Genetics, National Health Laboratory Service, and School of Pathology, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Houcemeddine Othman
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- Laboratory of Cytogenetics, Molecular Genetics and Reproductive Biology (LR03SP02)Farhat Hached University HospitalSousseTunisia
| | - Maria Paximadis
- School of Molecular and Cell Biology, Faculty of ScienceUniversity of the WitwatersrandJohannesburgSouth Africa
- Centre for HIV and STIs, National Institute for Communicable Diseases, National Health Laboratory Services and Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Caroline T. Tiemessen
- Centre for HIV and STIs, National Institute for Communicable Diseases, National Health Laboratory Services and Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Michèle Ramsay
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Scott Hazelhurst
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
- School of Electrical and Information EngineeringUniversity of the WitwatersrandJohannesburgSouth Africa
| | - David Twesigomwe
- Sydney Brenner Institute for Molecular Bioscience, Faculty of Health SciencesUniversity of the WitwatersrandJohannesburgSouth Africa
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Salazar-González RA, Wise JTF, Doll MA, Hein DW. Metabolism and genotoxicity of 4,4'-oxydianiline is dependent on N-acetyltransferase 2 genetic polymorphism. ENVIRONMENTAL TOXICOLOGY AND PHARMACOLOGY 2025; 116:104699. [PMID: 40246217 DOI: 10.1016/j.etap.2025.104699] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2025] [Revised: 04/11/2025] [Accepted: 04/14/2025] [Indexed: 04/19/2025]
Abstract
4,4'-oxydianiline (ODA) is an environmental aromatic amine reasonably anticipated to be a human carcinogen. We investigated ODA genotoxicity and oxidative stress modified by N-acetyltransferase 2 (NAT2) genetic polymorphism in yeast and DNA repair deficient (UV5) Chinese hamster ovary cells (CHO) expressing human NAT2*4 (rapid acetylator allele) or human NAT2*5B (slow acetylator allele) and in cryopreserved human hepatocytes from rapid, intermediate, or slow NAT2 acetylator genotypes. N-acetylation of ODA was both concentration- and time-dependent and significantly higher in yeast and CHO cells expressing NAT2*4 versus NAT2*5B. ODA-induced DNA damage response and reactive oxygen species (ROS/RNS) were significantly higher, while intracellular reduced glutathione (GSH) and oxidized glutathione (GSSG) ratio or mitochondrial integrity were significantly lower in CHO cells expressing NAT2*4 than NAT2*5B. Dose- and NAT2 phenotype-dependent responses also were observed in human cryopreserved human hepatocytes. Our findings have important implications for precise risk assessments following exposures to ODA and azo dye precursors.
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Affiliation(s)
- Raul A Salazar-González
- Department of Pharmacology and Toxicology and UofL Health Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
| | - James T F Wise
- Department of Pharmacology and Toxicology and UofL Health Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
| | - Mark A Doll
- Department of Pharmacology and Toxicology and UofL Health Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA
| | - David W Hein
- Department of Pharmacology and Toxicology and UofL Health Brown Cancer Center, University of Louisville, Louisville, KY 40202, USA.
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Petryszyn P, Zurakowski G, Dudkowiak R, Machowska M, Gruca A, Ekk‐Cierniakowski P, Skretkowicz J, Poniewierka E, Wiela‐Hojenska A, Glowacka K. The N-Acetyltransferase 2 Polymorphism and Susceptibility to Inflammatory Bowel Disease: A Case-Control Study. Pharmacol Res Perspect 2025; 13:e70040. [PMID: 39720855 PMCID: PMC11669041 DOI: 10.1002/prp2.70040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Revised: 10/16/2024] [Accepted: 10/30/2024] [Indexed: 12/26/2024] Open
Abstract
The enzyme N-acetyltransferase 2 (NAT2) plays an important role in metabolism and detoxification of xenobiotics, including carcinogens and medications. We aimed to assess the contribution of the NAT2 polymorphism to susceptibility to inflammatory bowel disease (IBD) in the Polish population. The study involved 101 IBD patients and 100 healthy controls. The NAT2 gene mutations at positions 481T, 803G, 590A, and 857A were identified using the polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) technique on peripheral blood DNA samples. Carriers of the NAT2*5 allele had a greater chance of developing Crohn's disease (CD) (OR = 1.73, 95% CI 1.06-2.83). Also, the NAT2*4/5 genotype was more prevalent in CD patients (OR = 2.77, 95% CI 1.17-6.57). When compared to the control group, the prevalence of the NAT2*4/6 genotype in the IBD patient population was significantly lower (10.9% vs. 30.0%, p < 0.01). In the Polish population, polymorphism in the NAT2 gene may potentially alter susceptibility to IBD.
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Affiliation(s)
- Pawel Petryszyn
- Department of Clinical PharmacologyWroclaw Medical UniversityWroclawPoland
| | | | - Robert Dudkowiak
- Department of Gastroenterology and HepatologyWroclaw Medical UniversityWroclawPoland
- Department of Gastroenterology and Internal MedicineUniversity Clinical Center of the Medical University of WarsawWarszawaPoland
| | - Marta Machowska
- Department of Clinical PharmacologyWroclaw Medical UniversityWroclawPoland
| | - Agnieszka Gruca
- Department of Clinical PharmacologyWroclaw Medical UniversityWroclawPoland
| | | | | | - Elzbieta Poniewierka
- Department of Gastroenterology and HepatologyWroclaw Medical UniversityWroclawPoland
| | | | - Krystyna Glowacka
- Department of Clinical PharmacologyWroclaw Medical UniversityWroclawPoland
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Elzagallaai AA, Abuzgaia AM, Rieder MJ. A comprehensive update on the human leukocyte antigen and idiosyncratic adverse drug reactions. Expert Opin Drug Metab Toxicol 2025:1-12. [PMID: 39841586 DOI: 10.1080/17425255.2025.2455388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 01/15/2025] [Indexed: 01/24/2025]
Abstract
INTRODUCTION Idiosyncratic adverse drug reactions (IADRs) or drug hypersensitivity reactions (DHRs) represent a major health problem because they are unpredictable and can be severe with potential life-long or even lethal consequences. Their pathophysiology is not clear but thought to be immune mediated, supported by the significant statistical association of these reactions with specific alleles of the human leukocyte antigen (HLA) gene. AREA COVERED This comprehensive update review summarizes the currently available evidence on the role of HLA gene locus in IADRs and discusses the present understanding of the pathophysiology of IADRs. We searched the available literature in PubMed and Google Scholar with no date restriction for publications on HLA and adverse drug reactions. Findings are summarized and discussed in the context of the currently available evidence. EXPERT OPINION The role of the immune system in IADRs and the role of pharmacogenetic testing in this field is evident. HLA genetic testing is very promising in the management of these reactions. Many obstacles seem to prevent pharmacogenetic testing to meet its full potential including cost and health care providers' education. Further work in needed to provide more evidence and allow widespread use of pharmacogenetic testing in the clinical practice.
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Affiliation(s)
- Abdelbaset A Elzagallaai
- Departments of Paediatrics, and Physiology and Pharmacology, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Awatif M Abuzgaia
- Departments of Paediatrics, and Physiology and Pharmacology, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Michael J Rieder
- Departments of Paediatrics, and Physiology and Pharmacology, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
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Piriyapongsa J, Chumnumwat S, Kaewprommal P, Triparn K, Suvichapanich S, Udomsinprasert W, Jittikoon J, Shaw PJ, Nakhonsri V, Ngamphiw C, Wangkumhang P, Pithukpakorn M, Roothumnong E, Wiboonthanasarn S, Kuptanon C, Jinawath N, Porntaveetus T, Suriyaphol P, Viprakasit V, Pisitkun P, Kantaputra P, Tim-Aroon T, Wattanasirichaigoon D, Sura T, Suphapeetiporn K, Sripichai O, Khongphatthanayothin A, Fucharoen S, Ngamphaiboon N, Shotelersuk V, Mahasirimongkol S, Tongsima S. Pharmacogenomic landscape of the Thai population from genome sequencing of 949 individuals. Sci Rep 2024; 14:30683. [PMID: 39730427 DOI: 10.1038/s41598-024-79018-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 11/04/2024] [Indexed: 12/29/2024] Open
Abstract
Inter-individual variability in drug responses is significantly influenced by genetic factors, underscoring the importance of population-specific pharmacogenomic studies to optimize clinical outcomes. In this study, we analyzed whole genome sequencing data from 949 unrelated Thai individuals and conducted an in-depth analysis of 3239 genes involved in drug pharmacokinetics, pharmacodynamics, or immune-mediated adverse drug reactions. We identified 43 single nucleotide polymorphisms (SNPs), 134 diplotypes, and 15 human leukocyte antigen (HLA) alleles, all with moderate to high clinical significance. On average, each Thai individual carried 14 SNPs, one to two HLA alleles, and six diplotypes with actionable phenotypic associations. Clinically important diplotypes were present in over 20% of individuals for seven genes (CYP2A6, CYP2B6, CYP2C19, CYP3A5, NAT2, SLCO1B1, and VKORC1). In addition, clinically significant SNPs with allele frequencies exceeding 20% were identified among 15 genes, including VKORC1, CYP4F2, and ABCG2. We also identified 21,211 potentially deleterious variants among 3239 genes. Of these variants, 3746 were novel. The comprehensive dataset from this study serves as a valuable resource of pharmacogenomic variants in the Thai population, which will facilitate the development of personalized drug therapies and enhance patient care in Thailand.
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Affiliation(s)
- Jittima Piriyapongsa
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Supatat Chumnumwat
- Department of Pharmacy, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Pavita Kaewprommal
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Kwankom Triparn
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | | | | | - Jiraphun Jittikoon
- Department of Biochemistry, Faculty of Pharmacy, Mahidol University, Bangkok, Thailand
| | - Philip J Shaw
- Medical Molecular Biotechnology Research Unit, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Vorthunju Nakhonsri
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Chumpol Ngamphiw
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Pongsakorn Wangkumhang
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand
| | - Manop Pithukpakorn
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Ekkapong Roothumnong
- Department of Medicine, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Supakit Wiboonthanasarn
- Siriraj Genomics, Faculty of Medicine Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Chulaluck Kuptanon
- Department of Pediatrics, Queen Sirikit National Institute of Child Health, Bangkok, Thailand
- Department of Pediatrics, College of Medicine, Rangsit University, Pathum Thani, Thailand
| | - Natini Jinawath
- Program in Translational Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
- Chakri Naruebodindra Medical Institute, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Samut Prakan, Thailand
- Integrative Computational BioScience Center (ICBS), Mahidol University, Nakhon Pathom, Thailand
| | - Thantrira Porntaveetus
- Center of Excellence in Genomics and Precision Dentistry, Department of Physiology, Faculty of Dentistry, Chulalongkorn University, Bangkok, Thailand
| | - Prapat Suriyaphol
- Office for Research and Development, Faculty of Medicine, Siriraj Hospital, Mahidol University, Bangkok, Thailand
| | - Vip Viprakasit
- Division of Hematology & Oncology, Department of Pediatrics & Siriraj Thalassemia Center, Siriraj Research Hospital, Mahidol University, Bangkok, Thailand
| | - Prapaporn Pisitkun
- Division of Allergy, Immunology, and Rheumatology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Piranit Kantaputra
- Division of Pediatric Dentistry, Department of Orthodontics and Pediatric Dentistry, Center of Excellence in Medical Genetics Research, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand
| | - Thipwimol Tim-Aroon
- Division of Medical Genetics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Duangrurdee Wattanasirichaigoon
- Division of Medical Genetics, Department of Pediatrics, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Thanyachai Sura
- Medical Genetics and Molecular Medicine Unit, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Kanya Suphapeetiporn
- Center of Excellence for Medical Genomics, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Orapan Sripichai
- National Institute of Health, Department of Medical Sciences, Ministry of Public Health, Nonthaburi, Thailand
| | - Apichai Khongphatthanayothin
- Division of Cardiology, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Center of Excellence in Arrhythmia Research Chulalongkorn University, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Suthat Fucharoen
- Thalassemia Research Center, Institute of Molecular Biosciences, Mahidol University, Nakhon Pathom, Thailand
| | - Nuttapong Ngamphaiboon
- Division of Medical Oncology, Department of Medicine, Faculty of Medicine Ramathibodi Hospital, Mahidol University, Bangkok, Thailand
| | - Vorasuk Shotelersuk
- Center of Excellence for Medical Genomics, Department of Pediatrics, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
- Excellence Center for Genomics and Precision Medicine, King Chulalongkorn Memorial Hospital, The Thai Red Cross Society, Bangkok, Thailand
| | - Surakameth Mahasirimongkol
- Information and Communication Technology Center, Office of Permanent Secretary, Ministry of Public Health, Nonthaburi, Thailand.
| | - Sissades Tongsima
- National Biobank of Thailand, National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Pathum Thani, Thailand.
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Hong KU, Aureliano AP, Walls KM, Hein DW. Investigation on regulation of N-acetyltransferase 2 expression by nuclear receptors in human hepatocytes. Front Pharmacol 2024; 15:1488367. [PMID: 39624836 PMCID: PMC11608957 DOI: 10.3389/fphar.2024.1488367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2024] [Accepted: 11/04/2024] [Indexed: 12/06/2024] Open
Abstract
Introduction Arylamine N-acetyltransferase 2 (NAT2) expresses a well-defined genetic polymorphism in humans that modifies drug and xenobiotic metabolism. Recent studies and genome wide association studies have reported that genetic variants of NAT2 are associated with differential risks of developing dyslipidemia and cardiometabolic disorders, suggesting a previously unrecognized role of NAT2 in pathophysiology of metabolic disorders. In support of this notion, we recently showed that human NAT2 expression is differentially regulated by glucose and insulin. Moreover, our in silico analysis showed that NAT2 is co-expressed with nuclear receptors enriched in the liver, e.g., NR1H4 (FXR) and NR1I2 (PXR), that have been previously implicated in regulation of hepatic glucose and lipid homeostasis. Identification of transcriptional regulator(s) of human NAT2 would aid in understanding novel functions that it may play in the liver. Thus, the present study was designed to investigate if NAT2 is transcriptionally regulated by hepatic nuclear receptors. Methods To test this, we treated cryopreserved human hepatocytes with agonists towards four different hepatic transcription factors/nuclear hormone receptors, namely FXR (NR1H4), PXR (NR1I2), LXR (NR1H3), and PPARα (PPARA), and measured their effects on the level of NAT2 mRNA. Results While the treatment with a FXR, PXR, or LXR agonist (i.e., GW-4064, SR-12813, or GW-3965) significantly induced their respective target genes, treatment with these agonists did not significantly alter the transcript level of NAT2 in human hepatocytes. PPARα agonist, GW-7647, treatment resulted in a statistically significant decrease in the NAT2 transcript level. However, its magnitude was marginal. Conclusion In summary, hepatic nuclear receptors we examined in the present study (FXR, PXR, LXR, and PPARα) did not significantly alter NAT2 expression in cryopreserved human hepatocytes. Additional studies are needed to identify transcriptional regulators of hepatic NAT2 expression.
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Affiliation(s)
- Kyung U. Hong
- Department of Pharmacology and Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY, United States
- Department of Pharmaceutical and Administrative Sciences, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA, United States
| | - Anthony P. Aureliano
- Department of Pharmaceutical and Administrative Sciences, College of Pharmacy and Health Sciences, Western New England University, Springfield, MA, United States
| | - Kennedy M. Walls
- Department of Pharmacology and Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY, United States
| | - David W. Hein
- Department of Pharmacology and Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY, United States
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Ivanova D, Fakis G, Boukouvala S. Differential expression of NAT1 pharmacogene in hormone receptor positive vs. negative female breast tumors may affect drug treatment. Pharmacogenet Genomics 2024; 34:246-251. [PMID: 38842463 DOI: 10.1097/fpc.0000000000000540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
Studies have reported overexpression of NAT1 gene for xenobiotic metabolizing arylamine N -acetyltransferase type 1 in estrogen receptor positive breast tumors, and this association has been linked to patient chemoresistance and response to tamoxifen. We probed the expression of NAT1 , using quantitative reverse transcription PCR to screen clinically characterized breast cancer tissue cDNA arrays. Primers detecting all NAT1 alternative transcripts were used, and the protocol and results are reported according to consensus guidelines. The clinical information about 166 tumor samples screened is provided, including tumor stage, estrogen and progesterone receptor status and HER2 expression. NAT1 was found to be significantly ( P < 0.001) upregulated in hormone receptor positive vs. negative tumors. No correlation was apparent between NAT1 and tumor stage or HER2 expression. Our findings demonstrate a strong correlation between the expression of NAT1 and steroid hormone receptors in breast tumors, supporting its possible utility as a pharmacogenetic biomarker or drug target. Of the two polymorphic NAT genes, NAT1 is the one primarily expressed in breast tissue, and is subjected to regulation by two differential promoters and more than one polyadenylation signal. Hormonal factors may enhance NAT1 gene expression at the transcriptional or epigenetic level, and tamoxifen has additionally been shown to inhibit NAT1 enzymatic activity. The outcome of tamoxifen treatment is also more favorable in patients with NAT1 overexpressing tumors. The study adds to the growing body of evidence implicating NAT1 in breast cancer and its pharmacological treatment.
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Affiliation(s)
- Desislava Ivanova
- Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
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Wijk M, Gausi K, Malatesta S, Weber SE, Court R, Myers B, Carney T, Parry CDH, Horsburgh CR, White LF, Wiesner L, Warren RM, Uren C, McIlleron H, Kloprogge F, Denti P, Jacobson KR. The impact of alcohol and illicit substance use on the pharmacokinetics of first-line TB drugs. J Antimicrob Chemother 2024; 79:2022-2030. [PMID: 38985541 PMCID: PMC11290884 DOI: 10.1093/jac/dkae206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 06/03/2024] [Indexed: 07/12/2024] Open
Abstract
BACKGROUND In South Africa, an estimated 11% of the population have high alcohol use, a major risk factor for TB. Alcohol and other substance use are also associated with poor treatment response, with a potential mechanism being altered TB drug pharmacokinetics. OBJECTIVES To investigate the impact of alcohol and illicit substance use on the pharmacokinetics of first-line TB drugs in participants with pulmonary TB. METHODS We prospectively enrolled participants ≥15 years old, without HIV, and initiating drug-susceptible TB treatment in Worcester, South Africa. Alcohol use was measured via self-report and blood biomarkers. Other illicit substances were captured through a urine drug test. Plasma samples were drawn 1 month into treatment pre-dose, and 1.5, 3, 5 and 8 h post-dose. Non-linear mixed-effects modelling was used to describe the pharmacokinetics of rifampicin, isoniazid, pyrazinamide and ethambutol. Alcohol and drug use were tested as covariates. RESULTS The study included 104 participants, of whom 70% were male, with a median age of 37 years (IQR 27-48). Alcohol use was high, with 42% and 28% of participants having moderate and high alcohol use, respectively. Rifampicin and isoniazid had slightly lower pharmacokinetics compared with previous reports, whereas pyrazinamide and ethambutol were consistent. No significant alcohol use effect was detected, other than 13% higher ethambutol clearance in participants with high alcohol use. Methaqualone use reduced rifampicin bioavailability by 19%. CONCLUSION No clinically relevant effect of alcohol use was observed on the pharmacokinetics of first-line TB drugs, suggesting that poor treatment outcome is unlikely due to pharmacokinetic alterations. That methaqualone reduced rifampicin means dose adjustment may be beneficial.
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Affiliation(s)
- Marie Wijk
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Kamunkhwala Gausi
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Samantha Malatesta
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Sarah E Weber
- Section of Infectious Diseases, Boston University School of Medicine and Boston Medical Centre, Boston, MA, USA
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Richard Court
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Bronwyn Myers
- Curtin enAble Institute, Curtin University, WA, Australia
- Mental Health, Alcohol, Substance Use and Tobacco Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Psychiatry and Mental Health, University of Cape Town, Rondebosch, South Africa
| | - Tara Carney
- Mental Health, Alcohol, Substance Use and Tobacco Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Psychiatry and Mental Health, University of Cape Town, Rondebosch, South Africa
| | - Charles D H Parry
- Mental Health, Alcohol, Substance Use and Tobacco Research Unit, South African Medical Research Council, Cape Town, South Africa
- Department of Psychiatry, Stellenbosch University, Cape Town, South Africa
| | - C Robert Horsburgh
- Department of Epidemiology, Boston University School of Public Health, Boston, MA, USA
| | - Laura F White
- Department of Biostatistics, Boston University School of Public Health, Boston, MA, USA
| | - Lubbe Wiesner
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Robin M Warren
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
| | - Caitlin Uren
- DSI-NRF Centre of Excellence for Biomedical Tuberculosis Research, South African Medical Research Council Centre for Tuberculosis Research, Division of Molecular Biology and Human Genetics, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa
- Centre for Bioinformatics and Computational Biology, Stellenbosch University, Stellenbosch, South Africa
| | - Helen McIlleron
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Frank Kloprogge
- Institute for Global Health, University College London, London, UK
| | - Paolo Denti
- Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Karen R Jacobson
- Section of Infectious Diseases, Boston University School of Medicine and Boston Medical Centre, Boston, MA, USA
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10
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Alés-Palmer ML, Andújar-Vera F, Iglesias-Baena I, Muñoz-de-Rueda P, Ocete-Hita E. N-acetyltransferase Gene Variants Involved in Pediatric Idiosyncratic Drug-Induced Liver Injury. Biomedicines 2024; 12:1288. [PMID: 38927494 PMCID: PMC11201799 DOI: 10.3390/biomedicines12061288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 05/21/2024] [Accepted: 05/23/2024] [Indexed: 06/28/2024] Open
Abstract
Idiosyncratic drug-induced liver injury (DILI) is a complex multifactorial disease in which the toxic potential of the drug, together with genetic and acquired factors and deficiencies in adaptive processes, which limit the extent of damage, may determine susceptibility and make individuals unique in their development of hepatotoxicity. In our study, we sequenced the exomes of 43 pediatric patients diagnosed with DILI to identify important gene variations associated with this pathology. The result showed the presence of two variations in the NAT2 gene: c.590G>A (p.Arg197Gln) and c.341T>C (p.Ile114Thr). These variations could be found separately or together in 41 of the 43 patients studied. The presence of these variations as a risk factor for DILI could confirm the importance of the acetylation pathway in drug metabolism.
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Affiliation(s)
- María Luisa Alés-Palmer
- Department of Pediatrics, University of Granada, 18016 Granada, Spain;
- Department of Pediatrics, “Virgen de las Nieves” University Hospital, 18014 Granada, Spain
| | - Francisco Andújar-Vera
- Bioinformatic Unit, Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain;
| | | | - Paloma Muñoz-de-Rueda
- Research Support Unit, Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain;
| | - Esther Ocete-Hita
- Department of Pediatrics, University of Granada, 18016 Granada, Spain;
- Department of Pediatrics, “Virgen de las Nieves” University Hospital, 18014 Granada, Spain
- Instituto de Investigación Biosanitaria ibs.GRANADA, 18012 Granada, Spain
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11
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Kengo A, Nabeemeeah F, Denti P, Sabet R, Okyere-Manu G, Abraham P, Weisner L, Mosala MH, Tshabalala S, Scholefield J, Resendiz-Galvan JE, Martinson NA, Variava E. Assessing potential drug-drug interactions between clofazimine and other frequently used agents to treat drug-resistant tuberculosis. Antimicrob Agents Chemother 2024; 68:e0158323. [PMID: 38597667 PMCID: PMC11064479 DOI: 10.1128/aac.01583-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 03/07/2024] [Indexed: 04/11/2024] Open
Abstract
Clofazimine is included in drug regimens to treat rifampicin/drug-resistant tuberculosis (DR-TB), but there is little information about its interaction with other drugs in DR-TB regimens. We evaluated the pharmacokinetic interaction between clofazimine and isoniazid, linezolid, levofloxacin, and cycloserine, dosed as terizidone. Newly diagnosed adults with DR-TB at Klerksdorp/Tshepong Hospital, South Africa, were started on the then-standard treatment with clofazimine temporarily excluded for the initial 2 weeks. Pharmacokinetic sampling was done immediately before and 3 weeks after starting clofazimine, and drug concentrations were determined using validated liquid chromatography-tandem mass spectrometry assays. The data were interpreted with population pharmacokinetics in NONMEM v7.5.1 to explore the impact of clofazimine co-administration and other relevant covariates on the pharmacokinetics of isoniazid, linezolid, levofloxacin, and cycloserine. Clofazimine, isoniazid, linezolid, levofloxacin, and cycloserine data were available for 16, 27, 21, 21, and 6 participants, respectively. The median age and weight for the full cohort were 39 years and 52 kg, respectively. Clofazimine exposures were in the expected range, and its addition to the regimen did not significantly affect the pharmacokinetics of the other drugs except levofloxacin, for which it caused a 15% reduction in clearance. A posteriori power size calculations predicted that our sample sizes had 97%, 90%, and 87% power at P < 0.05 to detect a 30% change in clearance of isoniazid, linezolid, and cycloserine, respectively. Although clofazimine increased the area under the curve of levofloxacin by 19%, this is unlikely to be of great clinical significance, and the lack of interaction with other drugs tested is reassuring.
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Affiliation(s)
- Allan Kengo
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Firdaus Nabeemeeah
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Paolo Denti
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Ryan Sabet
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Gifty Okyere-Manu
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Pattamukkil Abraham
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Lubbe Weisner
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Modiehi Helen Mosala
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
| | - Sibongile Tshabalala
- Bioengineering and Integrated Genomics Group, Council for Scientific and Industrial Research, Pretoria, South Africa
| | - Janine Scholefield
- Bioengineering and Integrated Genomics Group, Council for Scientific and Industrial Research, Pretoria, South Africa
| | | | - Neil A. Martinson
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
- Johns Hopkins University Center for Tuberculosis Research, Division of Infectious Diseases, School of Medicine, Baltimore, Maryland, USA
| | - Ebrahim Variava
- Perinatal HIV Research Unit (PHRU), University of the Witwatersrand, Johannesburg, South Africa
- Department of Internal Medicine, University of the Witwatersrand, Klerksdorp/Tshepong Hospital Complex North-West Province, Klerksdorp-Tshepong, South Africa
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12
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Thomas L, Raju AP, Chaithra S, Kulavalli S, Varma M, Sv CS, Baneerjee M, Saravu K, Mallayasamy S, Rao M. Influence of N-acetyltransferase 2 polymorphisms and clinical variables on liver function profile of tuberculosis patients. Expert Rev Clin Pharmacol 2024; 17:263-274. [PMID: 38287694 DOI: 10.1080/17512433.2024.2311314] [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: 07/27/2023] [Accepted: 01/24/2024] [Indexed: 01/31/2024]
Abstract
BACKGROUND Single nucleotide polymorphisms (SNPs) in the N-acetyltransferase 2 (NAT2) gene as well as several other clinical factors can contribute to the elevation of liver function test values in tuberculosis (TB) patients receiving antitubercular therapy (ATT). RESEARCH DESIGN AND METHODS A prospective study involving dynamic monitoring of the liver function tests among 130 TB patients from baseline to 98 days post ATT initiation was undertaken to assess the influence of pharmacogenomic and clinical variables on the elevation of liver function test values. Genomic DNA was extracted from serum samples for the assessment of NAT2 SNPs. Further, within this study population, we conducted a case control study to identify the odds of developing ATT-induced drug-induced liver injury (DILI) based on NAT2 SNPs, genotype and phenotype, and clinical variables. RESULTS NAT2 slow acetylators had higher mean [90%CI] liver function test values for 8-28 days post ATT and higher odds of developing DILI (OR: 2.73, 90%CI: 1.05-7.09) than intermediate acetylators/rapid acetylators. CONCLUSION The current study findings provide evidence for closer monitoring among TB patients with specific NAT2 SNPs, genotype and phenotype, and clinical variables, particularly between the period of more than a week to one-month post ATT initiation for better treatment outcomes.
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Affiliation(s)
- Levin Thomas
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Arun Prasath Raju
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - S Chaithra
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Shrivathsa Kulavalli
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Muralidhar Varma
- Department of Infectious Diseases, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | | | - Mithu Baneerjee
- Department of Biochemistry, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Kavitha Saravu
- Department of Infectious Diseases, Kasturba Medical College, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Surulivelrajan Mallayasamy
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
| | - Mahadev Rao
- Department of Pharmacy Practice, Manipal College of Pharmaceutical Sciences, Manipal Academy of Higher Education, Manipal, Karnataka, India
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13
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Shilbayeh SAR, Adeen IS, Ghanem EH, Aljurayb H, Aldilaijan KE, AlDosari F, Fadda A. Exploratory focused pharmacogenetic testing reveals novel markers associated with risperidone pharmacokinetics in Saudi children with autism. Front Pharmacol 2024; 15:1356763. [PMID: 38375040 PMCID: PMC10875102 DOI: 10.3389/fphar.2024.1356763] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2023] [Accepted: 01/24/2024] [Indexed: 02/21/2024] Open
Abstract
Background: Autism spectrum disorders (ASDs) encompass a broad range of phenotypes characterized by diverse neurological alterations. Genomic studies have revealed considerable overlap between the molecular mechanisms implicated in the etiology of ASD and genes involved in the pharmacokinetic (PK) and pharmacodynamic (PD) pathways of antipsychotic drugs employed in ASD management. Given the conflicting data originating from candidate PK or PD gene association studies in diverse ethnogeographic ASD populations, dosage individualization based on "actionable" pharmacogenetic (PGx) markers has limited application in clinical practice. Additionally, off-label use of different antipsychotics is an ongoing practice, which is justified given the shortage of approved cures, despite the lack of satisfactory evidence for its safety according to precision medicine. This exploratory study aimed to identify PGx markers predictive of risperidone (RIS) exposure in autistic Saudi children. Methods: This prospective cohort study enrolled 89 Saudi children with ASD treated with RIS-based antipsychotic therapy. Plasma levels of RIS and 9-OH-RIS were measured using a liquid chromatography-tandem mass spectrometry system. To enable focused exploratory testing, genotyping was performed with the Axiom PharmacoFocus Array, which included a collection of probe sets targeting PK/PD genes. A total of 720 PGx markers were included in the association analysis. Results: A total of 27 PGx variants were found to have a prominent impact on various RIS PK parameters; most were not located within the genes involved in the classical RIS PK pathway. Specifically, 8 markers in 7 genes were identified as the PGx markers with the strongest impact on RIS levels (p < 0.01). Four PGx variants in 3 genes were strongly associated with 9-OH-RIS levels, while 5 markers in 5 different genes explained the interindividual variability in the total active moiety. Notably, 6 CYP2D6 variants exhibited strong linkage disequilibrium; however, they significantly influenced only the metabolic ratio and had no considerable effects on the individual estimates of RIS, 9-OH-RIS, or the total active moiety. After correction for multiple testing, rs78998153 in UGT2B17 (which is highly expressed in the brain) remained the most significant PGx marker positively adjusting the metabolic ratio. For the first time, certain human leukocyte antigen (HLA) markers were found to enhance various RIS exposure parameters, which reinforces the gut-brain axis theory of ASD etiology and its suggested inflammatory impacts on drug bioavailability through modulation of the brain, gastrointestinal tract and/or hepatic expression of metabolizing enzymes and transporters. Conclusion: Our hypothesis-generating approach identified a broad spectrum of PGx markers that interactively influence RIS exposure in ASD children, which indicated the need for further validation in population PK modeling studies to define polygenic scores for antipsychotic efficacy and safety, which could facilitate personalized therapeutic decision-making in this complex neurodevelopmental condition.
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Affiliation(s)
- Sireen Abdul Rahim Shilbayeh
- Department of Pharmacy Practice, College of Pharmacy, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Iman Sharaf Adeen
- Department of Pediatric Behavior and Development and Adolescent Medicine, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Ezzeldeen Hasan Ghanem
- Pharmaceutical Analysis Section, King Abdullah International Medical Research Center (KAIMRC), King Abdulaziz Medical City, Ministry of National Guard - Health Affairs, Riyadh, Saudi Arabia
| | - Haya Aljurayb
- Molecular Pathology Laboratory, Pathology and Clinical Laboratory Medicine Administration, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Khawlah Essa Aldilaijan
- Health Sciences Research Center, King Abdullah Bin Abdulaziz University Hospital, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Fatimah AlDosari
- Pharmaceutical Care Department, Ministry of National Guard-Health Affairs, Jeddah, Saudi Arabia
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14
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Lopes MQP, Teixeira RLF, Cabello PH, Nery JAC, Sales AM, Nahn J. R. EP, Moreira MV, Stahlke EVR, Possuelo LG, Rossetti MLR, Rabahi MF, Silva LFM, Leme PA, Woods WJ, Nobre ML, de Oliveira MLWDR, Narahashi K, Cavalcanti M, Suffys PN, Boukouvala S, Gallo MEN, Santos AR. Human N-acetyltransferase 2 ( NAT2) gene variability in Brazilian populations from different geographical areas. Front Pharmacol 2023; 14:1278720. [PMID: 38035025 PMCID: PMC10684696 DOI: 10.3389/fphar.2023.1278720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 10/30/2023] [Indexed: 12/02/2023] Open
Abstract
Introduction: Several polymorphisms altering the NAT2 activity have already been identified. The geographical distribution of NAT2 variants has been extensively studied and has been demonstrated to vary significantly among different ethnic population. Here, we describe the genetic variability of human N-acetyltransferase 2 (NAT2) gene and the predominant genotype-deduced acetylation profiles of Brazilians. Methods: A total of 964 individuals, from five geographical different regions, were genotyped for NAT2 by sequencing the entire coding exon. Results: Twenty-three previously described NAT2 single nucleotide polymorphisms (SNPs) were identified, including the seven most common ones globally (c.191G>A, c.282C>T, c.341T>C, c.481C>T, c.590G>A, c.803A>G and c.857G>A). The main allelic groups were NAT2*5 (36%) and NAT2*6 (18.2%), followed to the reference allele NAT2*4 (20.4%). Combined into genotypes, the most prevalent allelic groups were NAT2*5/*5 (14.6%), NAT2*5/*6 (11.9%) and NAT2*6/*6 (6.2%). The genotype deduced NAT2 slow acetylation phenotype was predominant but showed significant variability between geographical regions. The prevalence of slow acetylation phenotype was higher in the Northeast, North and Midwest (51.3%, 45.5% and 41.5%, respectively) of the country. In the Southeast, the intermediate acetylation phenotype was the most prevalent (40.3%) and, in the South, the prevalence of rapid acetylation phenotype was significantly higher (36.7%), when compared to other Brazilian states (p < 0.0001). Comparison of the predicted acetylation profile among regions showed homogeneity among the North and Northeast but was significantly different when compared to the Southeast (p = 0.0396). The Southern region was significantly different from all other regions (p < 0.0001). Discussion: This study contributes not only to current knowledge of the NAT2 population genetic diversity in different geographical regions of Brazil, but also to the reconstruction of a more accurate phenotypic picture of NAT2 acetylator profiles in those regions.
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Affiliation(s)
- Márcia Quinhones P. Lopes
- Laboratory of Molecular Biology Applied to Mycobacteria, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Raquel Lima F. Teixeira
- Laboratory of Molecular Biology Applied to Mycobacteria, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Pedro Hernan Cabello
- Laboratory of Human Genetics, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - José Augusto C. Nery
- Leprosy Laboratory, Souza Araújo Outpatient Clinic, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Anna Maria Sales
- Leprosy Laboratory, Souza Araújo Outpatient Clinic, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | | | | | | | - Lia Gonçalves Possuelo
- Department of Molecular Biology and Biotechnology, IB and Biotechnology Center, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Maria Lucia R. Rossetti
- Department of Molecular Biology and Biotechnology, IB and Biotechnology Center, Federal University of Rio Grande do Sul, Porto Alegre, RS, Brazil
| | - Marcelo F. Rabahi
- Anuar Auad Infectious Disease Reference Hospital, Goiania, GO, Brazil
| | | | | | | | | | | | | | | | - Philip Noel Suffys
- Laboratory of Molecular Biology Applied to Mycobacteria, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Sotiria Boukouvala
- Laboratory of Molecular Genetics and Pharmacogenomics - Toxicogenomics, Department of Molecular Biology and Genetics, Democritus University of Thrace, Alexandroupolis, Greece
| | - Maria Eugênia N. Gallo
- Leprosy Laboratory, Souza Araújo Outpatient Clinic, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
| | - Adalberto Rezende Santos
- Laboratory of Molecular Biology Applied to Mycobacteria, Oswaldo Cruz Institute, Oswaldo Cruz Foundation, Rio de Janeiro, RJ, Brazil
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15
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Hein DW, Salazar-González RA, Doll MA, Zang Y. The effect of the rs1799931 G857A (G286E) polymorphism on N-acetyltransferase 2-mediated carcinogen metabolism and genotoxicity differs with heterocyclic amine exposure. Arch Toxicol 2023; 97:2697-2705. [PMID: 37592049 PMCID: PMC10529816 DOI: 10.1007/s00204-023-03577-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 08/03/2023] [Indexed: 08/19/2023]
Abstract
Human N-acetyltransferase 2 (NAT2) is subject to genetic polymorphism in human populations. In addition to the reference NAT2*4 allele, two genetic variant alleles (NAT2*5B and NAT2*7B) are common in Europe and Asia, respectively. NAT2*5B possesses a signature rs1801280 T341C (I114T) single-nucleotide polymorphism (SNP), whereas NAT2*7B possesses a signature rs1799931 G857A (G286E) SNP. NAT2 alleles possessing the T341C (I114T) or G857A (G286E) SNP were recombinant expressed in yeast and tested for capacity to catalyze the O-acetylation of the N-hydroxy metabolites of heterocyclic amines (HCAs). The T341C (I114T) SNP reduced the O-acetylation of N-hydroxy-2-amino-3-methylimidazo [4,5-f] quinoline (N-OH-IQ), N-hydroxy-2-amino-3,8-dimethylimidazo [4,5-f] quinoxaline (N-OH-MeIQx) and N-hydroxy- 2-amino-1-methyl-6-phenylimidazo[4,5-b] pyridine (N-OH-PhIP), whereas the G857A (G286E) SNP reduced the O-acetylation of N-OH-IQ and N-OH-MeIQx but not N-OH-PhIP. The G857A (G286E) SNP significantly (p < 0.05) reduced apparent Km toward N-OH-PhIP but did not significantly (p > 0.05) affect apparent Vmax. Cultures of DNA repair-deficient Chinese hamster ovary (CHO) cells transfected with human CYP1A2 and NAT2*4, NAT2*5B or NAT2*7B alleles were incubated with various concentrations of IQ, MeIQx or PhIP and double-stranded DNA damage and reactive oxygen species (ROS) were measured. Transfection with human CYP1A2 did not significantly (p > 0.05) increase HCA-induced DNA damage and ROS over un-transfected cells. Additional transfection with NAT2*4, NAT2*5B or NAT2*7B allele increased both DNA damage and ROS. The magnitude of the increases was both NAT2 allele- and substrate-dependent showing the same pattern as observed for the O-acetylation of the N-hydroxylated HCAs suggesting that both are mediated via NAT2-catalyzed O-acetylation. The results document the role of NAT2 and its genetic polymorphism on the O-acetylation and genotoxicity of HCAs.
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Affiliation(s)
- David W Hein
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA.
| | - Raúl A Salazar-González
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA
| | - Mark A Doll
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA
| | - Yu Zang
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA
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16
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Jarrar Y, Abudahab S, Abdul-Wahab G, Zaiter D, Madani A, Abaalkhail SJ, Abulebdah D, Alhawari H, Musleh R, Lee SJ. Clinical Significance of NAT2 Genetic Variations in Type II Diabetes Mellitus and Lipid Regulation. Pharmgenomics Pers Med 2023; 16:847-857. [PMID: 37724295 PMCID: PMC10505377 DOI: 10.2147/pgpm.s422495] [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: 06/10/2023] [Accepted: 09/06/2023] [Indexed: 09/20/2023] Open
Abstract
Background N-acetyltransferase 2 (NAT2) enzyme is a Phase II drug-metabolizing enzyme that metabolizes different compounds. Genetic variations in NAT2 can influence the enzyme's activity and potentially lead to the development of certain diseases. Aim This study aimed to investigate the association of NAT2 variants with the risk of Type II diabetes mellitus (T2DM) and the lipid profile among Jordanian patients. Methods We sequenced the whole protein-coding region in NAT2 using Sanger's method among a sample of 45 Jordanian T2DM patients and 50 control subjects. Moreover, we analyzed the lipid profiles of the patients and examined any potential associations with NAT2 variants. Results This study revealed that the heterozygous NAT2*13 C/T genotype is significantly (P = 0.03) more common among T2DM (44%) than non-T2DM subjects (23.5%). Furthermore, the frequency of homozygous NAT2*13 T/T genotype was found to be significantly higher (P = 0.03) among T2DM patients (26.7%) compared to that of non-T2DM subjects (11%). The heterozygous NAT2*7 G/A genotype was exclusively observed in T2DM patients (11.1%) and absent in the control non-T2DM group. Moreover, among T2DM patients, those with a homozygous NAT2*11 T/T genotype exhibited significantly higher levels of triglycerides (381.50 ± 9.19 ng/dL) with a P value of 0.01 compared to those with heterozygous NAT2*11 C/T (136.23 ± 51.12 ng/dL) or wild-type NAT2*11 C/C (193.65 ± 109.89 ng/dL) genotypes. T2DM patients with homozygous NAT2*12 G/G genotype had a significantly (P = 0.04) higher triglyceride levels (275.67 ± 183.42 ng/dL) than the heterozygous NAT2*12 A/G (140.02 ± 49.53 ng/dL) and the wild NAT2*12 A/A (193.65 ± 109.89 ng/dL). Conclusion The finding in this study suggests that the NAT2 gene is a potential biomarker for the development of T2DM and changes in triglyceride levels among Jordanians. However, it is important to note that our sample size was limited; therefore, further clinical studies with a larger cohort are necessary to validate these findings.
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Affiliation(s)
- Yazun Jarrar
- Department of Basic Medical Sciences, Faculty of Medicine, Al-Balqa Applied University, Al-Salt, Jordan
| | - Sara Abudahab
- Department of Pharmacotherapy and Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, VA, USA
| | - Ghasaq Abdul-Wahab
- Department of Oral Surgery and Periodontology, College of Dentistry, Al-Mustansiriya University, Baghdad, Iraq
| | - Dana Zaiter
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Abdalla Madani
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Sara J Abaalkhail
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Dina Abulebdah
- Department of Pharmacy, Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman, Jordan
| | - Hussam Alhawari
- Department of Internal Medicine, School of Medicine, The University of Jordan, Amman, Jordan
| | - Rami Musleh
- Department of Pharmacy, Faculty of Medicine and Health Sciences, An-Najah National University, Nablus, Palestine
| | - Su-Jun Lee
- Department of Pharmacology, Pharmacogenomics Research Center, College of Medicine, Inje University, Busan, Korea
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17
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Villapalos-García G, Zubiaur P, Ochoa D, Soria-Chacartegui P, Navares-Gómez M, Matas M, Mejía-Abril G, Casajús-Rey A, Campodónico D, Román M, Martín-Vílchez S, Candau-Ramos C, Aldama-Martín M, Abad-Santos F. NAT2 phenotype alters pharmacokinetics of rivaroxaban in healthy volunteers. Biomed Pharmacother 2023; 165:115058. [PMID: 37385211 DOI: 10.1016/j.biopha.2023.115058] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 06/20/2023] [Accepted: 06/21/2023] [Indexed: 07/01/2023] Open
Abstract
Rivaroxaban is a direct inhibitor of factor Xa, a member of direct oral anticoagulant group of drugs (DOACs). Despite being a widely extended alternative to vitamin K antagonists (i.e., acenocoumarol, warfarin) the interindividual variability of DOACs is significant, and may be related to adverse drug reaction occurrence or drug inefficacy, namely hemorrhagic or thromboembolic events. Since there is not a consistent analytic practice to monitor the anticoagulant activity of DOACs, previously reported polymorphisms in genes coding for proteins responsible for the activation, transport, or metabolism of DOACs were studied. The study population comprised 60 healthy volunteers, who completed two randomized, crossover bioequivalence clinical trials between two different rivaroxaban formulations. The effect of food, sex, biogeographical origin and 55 variants (8 phenotypes and 47 single nucleotide polymorphisms) in drug metabolizing enzyme genes (such as CYP2D6, CYP2C9, NAT2) and transporters (namely, ABCB1, ABCG2) on rivaroxaban pharmacokinetics was tested. Individuals dosed under fasting conditions presented lower tmax (2.21 h vs 2.88 h, β = 1.19, R2 =0.342, p = 0.012) compared to fed volunteers. NAT2 slow acetylators presented higher AUC∞ corrected by dose/weight (AUC∞/DW; 8243.90 vs 7698.20 and 7161.25 h*ng*mg /ml*kg, β = 0.154, R2 =0.250, p = 0.044), higher Cmax/DW (1070.99 vs 834.81 and 803.36 ng*mg /ml*kg, β = 0.245, R2 =0.320, p = 0.002), and lower tmax (2.63 vs 3.19 and 4.15 h, β = -0.346, R2 =0.282, p = 0.047) than NAT2 rapid and intermediate acetylators. No other association was statistically significant. Thus, slow NAT2 appear to have altered rivaroxaban pharmacokinetics, increasing AUC∞ and Cmax. Nonetheless, further research should be conducted to verify NAT2 involvement on rivaroxaban pharmacokinetics and to determine its clinical significance.
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Affiliation(s)
- Gonzalo Villapalos-García
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Pablo Zubiaur
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; Division of Clinical Pharmacology, Toxicology & Therapeutic Innovation, Children's Mercy Research Institute (CMRI), Kansas City, MO, USA.
| | - Dolores Ochoa
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Paula Soria-Chacartegui
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Marcos Navares-Gómez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Miriam Matas
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Gina Mejía-Abril
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Ana Casajús-Rey
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Diana Campodónico
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Manuel Román
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Samuel Martín-Vílchez
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Carmen Candau-Ramos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Marina Aldama-Martín
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain
| | - Francisco Abad-Santos
- Clinical Pharmacology Department, Hospital Universitario de La Princesa, Instituto Teófilo Hernando, Instituto de Investigación Sanitaria La Princesa (IP), School of Medicine, Universidad Autónoma de Madrid, Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y Digestivas (CIBERehd), Instituto de Salud Carlos III, Madrid, Spain.
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18
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González-Alvarez ME, Keating AF. Hepatic and ovarian effects of perfluorooctanoic acid exposure differ in lean and obese adult female mice. Toxicol Appl Pharmacol 2023; 474:116614. [PMID: 37422089 DOI: 10.1016/j.taap.2023.116614] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 06/29/2023] [Accepted: 07/01/2023] [Indexed: 07/10/2023]
Abstract
Obesity and overweight cause poor oocyte quality, miscarriage, infertility, polycystic ovarian syndrome, and offspring birth defects and affects 40% and 20% of US women and girls, respectively. Perfluorooctanoic acid (PFOA), a per- and poly-fluoroalkyl substance (PFAS), is environmentally persistent and has negative female reproductive effects including endocrine disruption, oxidative stress, altered menstrual cyclicity, and decreased fertility in humans and animal models. PFAS exposure is associated with non-alcoholic fatty liver disease which affects ∼24-26% of the US population. This study investigated the hypothesis that PFOA exposure impacts hepatic and ovarian chemical biotransformation and alters the serum metabolome. At 7 weeks of age, female lean, wild type (KK.Cg-a/a) or obese (KK.Cg-Ay/J) mice received saline (C) or PFOA (2.5 mg/Kg) per os for 15 d. Hepatic weight was increased by PFOA exposure in both lean and obese mice (P < 0.05) and obesity also increased liver weight (P < 0.05) compared to lean mice. The serum metabolome was also altered (P < 0.05) by PFOA exposure and differed between lean and obese mice. Exposure to PFOA altered (P < 0.05) the abundance of ovarian proteins with roles in xenobiotic biotransformation (lean - 6; obese - 17), metabolism of fatty acids (lean - 3; obese - 9), cholesterol (lean - 8; obese - 11), amino acids (lean - 18; obese - 19), glucose (lean - 7; obese - 10), apoptosis (lean - 18; obese - 13), and oxidative stress (lean - 3; obese - 2). Use of qRT-PCR determined that exposure to PFOA increased (P < 0.05) hepatic Ces1 and Chst1 in lean but Ephx1 and Gstm3 in obese mice. Also, obesity basally increased (P < 0.05) Nat2, Gpi and Hsd17b2 mRNA levels. These data identify molecular changes resultant from PFOA exposure that may cause liver injury and ovotoxicity in females. In addition, differences in toxicity induced by PFOA exposure occurs in lean and obese mice.
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Affiliation(s)
- M Estefanía González-Alvarez
- Department of Animal Science and Interdepartmental Toxicology Graduate Program, Iowa State University, Ames, IA 50011, United States of America
| | - Aileen F Keating
- Department of Animal Science and Interdepartmental Toxicology Graduate Program, Iowa State University, Ames, IA 50011, United States of America.
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19
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Huang Y, Zhu C, Pan L, Zhang Z. The role of Mycobacterium tuberculosis acetyltransferase and protein acetylation modifications in tuberculosis. Front Cell Infect Microbiol 2023; 13:1218583. [PMID: 37560320 PMCID: PMC10407107 DOI: 10.3389/fcimb.2023.1218583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 06/29/2023] [Indexed: 08/11/2023] Open
Abstract
Tuberculosis (TB) is a widespread infectious disease caused by Mycobacterium tuberculosis (M. tb), which has been a significant burden for a long time. Post-translational modifications (PTMs) are essential for protein function in both eukaryotic and prokaryotic cells. This review focuses on the contribution of protein acetylation to the function of M. tb and its infected macrophages. The acetylation of M. tb proteins plays a critical role in virulence, drug resistance, regulation of metabolism, and host anti-TB immune response. Similarly, the PTMs of host proteins induced by M. tb are crucial for the development, treatment, and prevention of diseases. Host protein acetylation induced by M. tb is significant in regulating host immunity against TB, which substantially affects the disease's development. The review summarizes the functions and mechanisms of M. tb acetyltransferase in virulence and drug resistance. It also discusses the role and mechanism of M. tb in regulating host protein acetylation and immune response regulation. Furthermore, the current scenario of isoniazid usage in M. tb therapy treatment is examined. Overall, this review provides valuable information that can serve as a preliminary basis for studying pathogenic research, developing new drugs, exploring in-depth drug resistance mechanisms, and providing precise treatment for TB.
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Affiliation(s)
| | | | - Liping Pan
- Laboratory of Molecular Biology, Beijing Key Laboratory for Drug Resistant Tuberculosis Research, Beijing TB and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
| | - Zongde Zhang
- Laboratory of Molecular Biology, Beijing Key Laboratory for Drug Resistant Tuberculosis Research, Beijing TB and Thoracic Tumor Research Institute, Beijing Chest Hospital, Capital Medical University, Beijing, China
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20
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Sileshi T, Telele NF, Burkley V, Makonnen E, Aklillu E. Correlation of N-acetyltransferase 2 genotype and acetylation status with plasma isoniazid concentration and its metabolic ratio in ethiopian tuberculosis patients. Sci Rep 2023; 13:11438. [PMID: 37454203 PMCID: PMC10349800 DOI: 10.1038/s41598-023-38716-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 07/13/2023] [Indexed: 07/18/2023] Open
Abstract
Unfavorable treatment outcomes for tuberculosis (TB) treatment might result from altered plasma exposure to antitubercular drugs in TB patients. The present study investigated the distribution of the N-Acetyltransferase 2 (NAT2) genotype, isoniazid acetylation status, genotype-phenotype concordance of NAT2, and isoniazid plasma exposure among Ethiopian tuberculosis patients. Blood samples were collected from newly diagnosed TB patients receiving a fixed dose combination of first-line antitubercular drugs daily. Genotyping of NAT2 was done using TaqMan drug metabolism assay. Isoniazid and its metabolite concentration were determined using validated liquid chromatography-tandem mass spectrometry (LC-MS/MS). A total of 120 patients (63 male and 57 female) were enrolled in this study. The mean daily dose of isoniazid was 4.71 mg/kg. The frequency of slow, intermediate, and fast NAT2 acetylators genotypes were 74.2%, 22.4%, and 3.3% respectively. The overall median isoniazid maximum plasma concentration (Cmax) was 4.77 µg/mL and the AUC0-7 h was 11.21 µg.h/mL. The median Cmax in slow, intermediate, and fast acetylators were 5.65, 3.44, and 2.47 μg/mL, respectively. The median AUC0-7 h hour in slow, intermediate, and fast acetylators were 13.1, 6.086, and 3.73 mg•h/L, respectively. The majority (87.5%) of the study participants achieved isoniazid Cmax of above 3 µg/mL, which is considered a lower limit for a favorable treatment outcome. There is 85% concordance between the NAT2 genotype and acetylation phenotypes. NAT2 genotype, female sex, and dose were independent predictors of Cmax and AUC0-7 h (p < 0.001). Our finding revealed that there is a high frequency of slow NAT2 genotypes. The plasma Cmax of isoniazid was higher in the female and slow acetylators genotype group. The overall target plasma isoniazid concentrations in Ethiopian tuberculosis patients were achieved in the majority of the patients. Therefore, it is important to monitor adverse drug reactions and the use of a higher dose of isoniazid should be closely monitored.
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Affiliation(s)
- Tesemma Sileshi
- Department of Pharmacy, Ambo University, Ambo, Ethiopia.
- Department of Pharmacology and Clinical Pharmacy, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Nigus Fikrie Telele
- Department of Laboratory Medicines, Karolinska Institutet, Stockholm, Sweden
| | - Victoria Burkley
- Department of Laboratory Medicines, Karolinska Institutet, Stockholm, Sweden
| | - Eyasu Makonnen
- Department of Pharmacology and Clinical Pharmacy, Addis Ababa University, Addis Ababa, Ethiopia
- Center for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), Addis Ababa University, Addis Ababa, Ethiopia
| | - Eleni Aklillu
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
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21
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Habil MR, Hein DW. Effects of dose and human N-acetyltransferase 1 genetic polymorphism in benzidine metabolism and genotoxicity. Arch Toxicol 2023; 97:1765-1772. [PMID: 37097310 PMCID: PMC10192036 DOI: 10.1007/s00204-023-03497-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Accepted: 04/13/2023] [Indexed: 04/26/2023]
Abstract
Benzidine undergoes N-acetylation and following CYP1A2-catalyzed N-hydroxylation undergoes O-acetylation catalyzed by N-acetyltransferase 1 (NAT1). Benzidine exposure is associated with urinary bladder cancer but the effect of NAT1 genetic polymorphism on individual risk remains unclear. We used Chinese hamster ovary (CHO) cells transfected with human CYP1A2 and NAT1*4 allele (reference) or NAT1*14B (variant) to investigate the effects of dose and NAT1 polymorphism on benzidine metabolism and genotoxicity. Rates of benzidine N-acetylation in vitro were higher in CHO cells transfected with NAT1*4 compared to NAT1*14B. CHO cells transfected with NAT1*14B exhibited greater N-acetylation rates in situ than cells transfected with NAT1*4 at low doses of benzidine expected with environmental exposures but not at higher doses. NAT1*14B exhibited over tenfold lower apparent KM which resulted in higher intrinsic clearance for benzidine N-acetylation compared to CHO cells transfected with NAT1*4. Benzidine-induced hypoxanthine phosphoribosyl transferase (HPRT) mutations were higher in CHO cells transfected with NAT1*14B than with NAT1*4 (p < 0.001). Benzidine caused concentration-dependent increase in γ-H2AX signal (indicative of DNA double-strand breaks) in CHO cells transfected with NAT1*4 or NAT1*14B. CHO cells transfected with NAT1*14B exhibited significantly higher level of DNA damage than with NAT1*4 (p < 0.0001). Benzidine-induced ROS did not differ significantly (p > 0.05) between CHO cells transfected with NAT1*4 or NAT1*14B except at 50 μM. Levels of benzidine-induced DNA damage and reactive oxygen species (ROS) showed strong dose-dependent correlation. Our findings support human studies associating NAT1*14B with increased incidence or severity of urinary bladder cancer in workers exposed to benzidine.
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Affiliation(s)
- Mariam R Habil
- Department of Pharmacology and Toxicology and Brown Cancer Center, University of Louisville, School of Medicine, Louisville, KY, 40202, USA
| | - David W Hein
- Department of Pharmacology and Toxicology and Brown Cancer Center, University of Louisville, School of Medicine, Louisville, KY, 40202, USA.
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22
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Hong KU, Walls KM, Hein DW. Non-coding and intergenic genetic variants of human arylamine N-acetyltransferase 2 (NAT2) gene are associated with differential plasma lipid and cholesterol levels and cardiometabolic disorders. Front Pharmacol 2023; 14:1091976. [PMID: 37077812 PMCID: PMC10106703 DOI: 10.3389/fphar.2023.1091976] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 03/02/2023] [Indexed: 04/05/2023] Open
Abstract
Arylamine N-acetyltransferase 2 (NAT2) is a phase II metabolic enzyme, best known for metabolism of aromatic amines and hydrazines. Genetic variants occurring in the NAT2 coding region have been well-defined and are known to affect the enzyme activity or protein stability. Individuals can be categorized into rapid, intermediate, and slow acetylator phenotypes that significantly alter their ability to metabolize arylamines, including drugs (e.g., isoniazid) and carcinogens (e.g., 4-aminobiphenyl). However, functional studies on non-coding or intergenic variants of NAT2 are lacking. Multiple, independent genome wide association studies (GWAS) have reported that non-coding or intergenic variants of NAT2 are associated with elevated plasma lipid and cholesterol levels, as well as cardiometabolic disorders, suggesting a novel cellular role of NAT2 in lipid and cholesterol homeostasis. The current review highlights and summarizes GWAS reports that are relevant to this association. We also present a new finding that seven, non-coding, intergenic NAT2 variants (i.e., rs4921913, rs4921914, rs4921915, rs146812806, rs35246381, rs35570672, and rs1495741), which have been associated with plasma lipid and cholesterol levels, are in linkage disequilibrium with one another, and thus form a novel haplotype. The dyslipidemia risk alleles of non-coding NAT2 variants are associated with rapid NAT2 acetylator phenotype, suggesting that differential systemic NAT2 activity might be a risk factor for developing dyslipidemia. The current review also discusses the findings of recent reports that are supportive of the role of NAT2 in lipid or cholesterol synthesis and transport. In summary, we review data suggesting that human NAT2 is a novel genetic factor that influences plasma lipid and cholesterol levels and alters the risk of cardiometabolic disorders. The proposed novel role of NAT2 merits further investigations.
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Affiliation(s)
| | | | - David W. Hein
- Department of Pharmacology & Toxicology, Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY, United States
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23
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Lawi ZK, Al-Shuhaib MBS, Amara IB. The rs1801280 SNP is associated with non-small cell lung carcinoma by exhibiting a highly deleterious effect on N-acetyltransferase 2. J Cancer Res Clin Oncol 2023; 149:147-157. [PMID: 36048272 DOI: 10.1007/s00432-022-04332-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2022] [Accepted: 08/24/2022] [Indexed: 02/03/2023]
Abstract
PURPOSE N-acetyltransferase 2 is an enzyme that is involved in the detoxification of carcinogens in the human body, so any damage to this protein may lead to the emergence of several metabolic dysfunctions. This work was conducted to determine the association between NAT2 polymorphism and non-small cell lung carcinoma (NSCLC) that is increasingly reported in the Iraqi population. METHODS PCR sequencing was conducted to assess the possible association between genetic variants and NSCLC. Several in silico tools were implemented to investigate the effect of the observed SNPs on the structure, function, and stability of the altered NAT2. RESULTS Five SNPS of NAT2 (rs1208, rs1041983, rs1799929, rs1799930, and rs1801280) were identified in high frequencies in the amplified fragment. These SNPs showed variable distributions of haplotypes between cases and controls. No significant association of rs1208, rs1041983, rs1799929, and rs1799930 with NSCLC was shown in the investigated population. In contrast, rs1801280: CC genotype showed a highly significant (P = 0.009) association with the NSCLC, and individuals with this genotype had 2.19 more chances for developing NSCLC (OR 2.19; Cl95% 1.21-3.94). Association analysis of rs1801280 SNP distribution among the investigated patients showed that patients with CC genotype showed a significant (P = 0.02, OR 2.65) association with family history, which entailed a high hereditary possibility of this genotype among Iraqi patients. It was predicted that this SNP showed high damaging effects on the activity of NAT2 enzyme, with various deleterious outcomes on enzyme structure, function, and stability. CONCLUSION Data indicated that rs1801280 SNP exerted a tight association with NSCLC since individuals with CC genotype exhibited the most damaging effects on the NAT2 that may be behind the low acetylation rates of this enzyme in patients with NSCLC.
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Affiliation(s)
- Zahraa K Lawi
- Department of Biology, College of Science, University of Kufa, Najaf, 54001, Iraq
| | - Mohammed Baqur S Al-Shuhaib
- Department of Animal Production, College of Agriculture, Al-Qasim Green University, Al-Qasim-8, Babil, 51001, Iraq.
| | - Ibtissem Ben Amara
- Higher Institute of Biotechnology of Sfax, Sfax University, Sfax, 3000, Tunisia
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24
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Salazar-González RA, Doll MA, Hein DW. N-acetyltransferase 2 genetic polymorphism modifies genotoxic and oxidative damage from new psychoactive substances. Arch Toxicol 2023; 97:189-199. [PMID: 36138126 PMCID: PMC10187882 DOI: 10.1007/s00204-022-03383-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 09/14/2022] [Indexed: 01/19/2023]
Abstract
The use of new psychoactive substances (NPS) as drugs of abuse is common and increasingly popular, particularly among youth and neglected communities. Recent studies have reported acute toxic effects from these chemicals; however, their long-term toxicity is unknown. Genetic differences between individuals likely affect the toxicity risk. Arylamine N-acetyltransferase 2 (NAT2) capacity differs among individuals due to genetic inheritance. The goal of the present study is to investigate the gene-environment interaction between NAT2 polymorphism and toxicity after exposure to these chemicals. We measured N-acetylation by human NAT1 and NAT2 and found that N-acetylation of NPS is carried out exclusively by NAT2. Differences in N-acetylation between NAT2*4 (reference allele) and NAT2*5B (common variant allele) were highly significant (p < 0.0001). Using DNA repair-deficient genetically engineered Chinese hamster ovary (CHO cells), expressing human CYP1A2 and either NAT2*4 or NAT2*5B, we measured the induction of DNA double-strand breaks ([Formula: see text]H2Ax) following treatment of the CHO cells with increasing concentrations of NPS. The induction of [Formula: see text]H2Ax showed a NAT2 allele-dependent response, higher in the NAT2*4 vs NAT2*5B alleles (p < 0.05). Induction of oxidative stress (ROS/RNS) was evaluated; we observed NAT2 allele-dependent response for all compounds in concentrations as low as 10 [Formula: see text]M, where NAT2*4 showed increased ROS/RNS vs NAT2*5B (p < 0.05). In summary, NPS are N-acetylated by NAT2 at rates higher in cells expressing NAT2*4 than NAT2*5B. Exposure to psychoactive chemicals results in genotoxic and oxidative damage that is modified by the NAT2 genetic polymorphism.
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Affiliation(s)
- Raúl A Salazar-González
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA
| | - Mark A Doll
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA
| | - David W Hein
- Department of Pharmacology and Toxicology, School of Medicine, University of Louisville, 505 S. Hancock Street, CTR Rm 303, Louisville, KY, 40202, USA.
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25
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Fankhouser RW, Murrell DE, Anane YY, Hurley DL, Mamudu HM, Harirforoosh S. Type 2 diabetes: an exploratory genetic association analysis of selected metabolizing enzymes and transporters and effects on cardiovascular and renal biomarkers. Drug Metab Pers Ther 2022; 37:375-382. [PMID: 35749156 DOI: 10.1515/dmpt-2021-0135] [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: 04/28/2021] [Accepted: 03/14/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVES This study sought to identify potential pharmacogenetic associations of selected enzymes and transporters with type 2 diabetes (T2D). In addition, pharmacogenomic profiles, concentrations of asymmetric dimethylarginine (ADMA) or kidney injury molecule-1 (KIM-1), and several covariates were investigated. METHODS Whole blood was collected from 63 patients, with 32 individuals with T2D. A pharmacogenomic panel was used to assay genetic profiles, and biomarker ELISAs were run to determine subject concentrations of ADMA and KIM-1. Additive genetic modeling with multiple linear and logistic regressions were performed to discover potential SNPs-outcome associations using PLINK. RESULTS Ten SNPs were found to be significant (p<0.05) depending on the inclusion or exclusion of covariates. Of these, four were found in association with the presence of T2D, rs2231142, rs1801280, rs1799929, and rs1801265 depending on covariate inclusion or exclusion. Regarding ADMA, one SNP was found to be significant without covariates, rs1048943. Five SNPs were identified in association with KIM-1 and T2D in the presence of covariates, rs12208357, rs34059508, rs1058930, rs1902023, and rs3745274. Biomarker concentrations were not significantly different in the presence of T2D. CONCLUSIONS This exploratory study found several SNPs related to T2D; further research is required to validate and understand these relationships.
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Affiliation(s)
- Russell W Fankhouser
- Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN, USA
| | - Derek E Murrell
- Department of Pharmaceutical Sciences, Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN, USA
| | - Yaa Y Anane
- Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN, USA
| | - David L Hurley
- Department of Pharmaceutical Sciences, Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN, USA
| | - Hadii M Mamudu
- Department of Health Services Management and Policy, College of Public Health, East Tennessee State University, Johnson City, TN, USA
| | - Sam Harirforoosh
- Department of Pharmaceutical Sciences, Gatton College of Pharmacy, East Tennessee State University, Johnson City, TN, USA
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26
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Polymorphism of Drug Transporters, Rather Than Metabolizing Enzymes, Conditions the Pharmacokinetics of Rasagiline. Pharmaceutics 2022; 14:pharmaceutics14102001. [PMID: 36297437 PMCID: PMC9610285 DOI: 10.3390/pharmaceutics14102001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 09/15/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022] Open
Abstract
Rasagiline is a selective and irreversible inhibitor of monoamine oxidase type B with neuroprotective effect, indicated for the management of Parkinson’s disease. The aim of this work was to evaluate the impact of seven CYP1A2 alleles and of 120 additional variants located in other CYP enzymes (e.g., CYP2C19), UGT enzymes (e.g., UGT1A1) or other enzymes (e.g., NAT2), and transporters (e.g., SLCO1B1) on the pharmacokinetic variability and safety of rasagiline. A total of 118 healthy volunteers enrolled in four bioequivalence clinical trials consented to participate in this pharmacogenetic study. CYP1A2 alleles were not associated with the pharmacokinetic variability of rasagiline. Patients with ABCB1 rs1045642 G/A+A/A genotypes presented higher area under the curve adjusted by dose per weight (AUC0-∞/DW) than those with the G/G genotype (p = 0.012) and lower volume of distribution (Vd/F) and clearance (Cl/F) (p = 0.001 and p = 0.012, respectively). Subjects with the ABCC2 rs2273697 A/A genotype presented lower tmax (i.e., the time to reach the maximum concentration, Cmax) compared to those with G/G+G/A genotypes (p = 0.001). Volunteers with the SLC22A1 *1/*5 genotype exhibited lower Cmax/DW and higher tmax (p = 0.003 and p = 0.018, respectively) than subjects with the *1/*1 diplotype. Only one adverse drug reaction was reported: headache. Our results suggest the genetic polymorphism of drug transporters, rather than metabolizing enzymes, conditions the pharmacokinetics of rasagiline.
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Gausi K, Chirehwa M, Ignatius EH, Court R, Sun X, Moran L, Hafner R, Wiesner L, Rosenkranz SL, de Jager V, de Vries N, Harding J, Gumbo T, Swindells S, Diacon A, Dooley KE, McIlleron H, Denti P. Pharmacokinetics of standard versus high-dose isoniazid for treatment of multidrug-resistant tuberculosis. J Antimicrob Chemother 2022; 77:2489-2499. [PMID: 35678468 PMCID: PMC10146925 DOI: 10.1093/jac/dkac188] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2021] [Accepted: 05/13/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND The WHO-endorsed shorter-course regimen for MDR-TB includes high-dose isoniazid. The pharmacokinetics of high-dose isoniazid within MDR-TB regimens has not been well described. OBJECTIVES To characterize isoniazid pharmacokinetics at 5-15 mg/kg as monotherapy or as part of the MDR-TB treatment regimen. METHODS We used non-linear mixed-effects modelling to evaluate the combined data from INHindsight, a 7 day early bactericidal activity study with isoniazid monotherapy, and PODRtb, an observational study of patients on MDR-TB treatment including terizidone, pyrazinamide, moxifloxacin, kanamycin, ethionamide and/or isoniazid. RESULTS A total of 58 and 103 participants from the INHindsight and PODRtb studies, respectively, were included in the analysis. A two-compartment model with hepatic elimination best described the data. N-acetyltransferase 2 (NAT2) genotype caused multi-modal clearance, and saturable first-pass was observed beyond 10 mg/kg dosing. Saturable isoniazid kinetics predicted an increased exposure of approximately 50% beyond linearity at 20 mg/kg dosing. Participants treated with the MDR-TB regimen had a 65.6% lower AUC compared with participants on monotherapy. Ethionamide co-administration was associated with a 29% increase in isoniazid AUC. CONCLUSIONS Markedly lower isoniazid exposures were observed in participants on combination MDR-TB treatment compared with monotherapy. Isoniazid displays saturable kinetics at doses >10 mg/kg. The safety implications of these phenomena remain unclear.
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Affiliation(s)
- Kamunkhwala Gausi
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | - Maxwell Chirehwa
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | | | - Richard Court
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
- Wellcome Centre for Infectious Diseases Research in Africa (CIDRI-Africa), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Xin Sun
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Laura Moran
- Social & Scientific Systems, a DLH Company, Silver Spring, MD, USA
| | - Richard Hafner
- Division of AIDS, National Institute of Allergy and Infectious Diseases, Bethesda, MD, USA
| | - Lubbe Wiesner
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
| | | | | | | | | | - Tawanda Gumbo
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Susan Swindells
- Department of Internal Medicine, University of Nebraska Medical Center, Omaha, NE, USA
| | | | - Kelly E Dooley
- Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Helen McIlleron
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
- Wellcome Centre for Infectious Diseases Research in Africa (CIDRI-Africa), Institute of Infectious Disease and Molecular Medicine, University of Cape Town, Cape Town, South Africa
| | - Paolo Denti
- Division of Clinical Pharmacology, University of Cape Town, Cape Town, South Africa
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Ogarkov OB, Peretolchina NP, Malov SI, Orlova EA, Stepanenko LA, Khromova PA, Malov IV, Kolesnikov SI. A Method to Determine Xenobiotic Acetylation Rate by Taq SNP rs1495741. Bull Exp Biol Med 2022; 173:510-513. [DOI: 10.1007/s10517-022-05572-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Indexed: 12/01/2022]
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Influence of N-acetyltransferase 2 (NAT2) genotype/single nucleotide polymorphisms on clearance of isoniazid in tuberculosis patients: a systematic review of population pharmacokinetic models. Eur J Clin Pharmacol 2022; 78:1535-1553. [PMID: 35852584 PMCID: PMC9482569 DOI: 10.1007/s00228-022-03362-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 06/29/2022] [Indexed: 11/19/2022]
Abstract
Purpose Significant pharmacokinetic variabilities have been reported for isoniazid across various populations. We aimed to summarize population pharmacokinetic studies of isoniazid in tuberculosis (TB) patients with a specific focus on the influence of N-acetyltransferase 2 (NAT2) genotype/single-nucleotide polymorphism (SNP) on clearance of isoniazid. Methods A systematic search was conducted in PubMed and Embase for articles published in the English language from inception till February 2022 to identify population pharmacokinetic (PopPK) studies of isoniazid. Studies were included if patient population had TB and received isoniazid therapy, non-linear mixed effects modelling, and parametric approach was used for building isoniazid PopPK model and NAT2 genotype/SNP was tested as a covariate for model development. Results A total of 12 articles were identified from PubMed, Embase, and hand searching of articles. Isoniazid disposition was described using a two-compartment model with first-order absorption and linear elimination in most of the studies. Significant covariates influencing the pharmacokinetics of isoniazid were NAT2 genotype, body weight, lean body weight, body mass index, fat-free mass, efavirenz, formulation, CD4 cell count, and gender. Majority of studies conducted in adult TB population have reported a twofold or threefold increase in isoniazid clearance for NAT2 rapid acetylators compared to slow acetylators. Conclusion The variability in disposition of isoniazid can be majorly attributed to NAT2 genotype. This results in a trimodal clearance pattern with a multi-fold increase in clearance of NAT2 rapid acetylators compared to slow acetylators. Further studies exploring the generalizability/adaptability of developed PopPK models in different clinical settings are required.
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Jaramillo‐Valverde L, Levano KS, Tarazona DD, Capristano S, Zegarra‐Chapoñan R, Sanchez C, Yufra‐Picardo VM, Tarazona‐Santos E, Ugarte‐Gil C, Guio H. NAT2 and CYP2E1 polymorphisms and antituberculosis drug-induced hepatotoxicity in Peruvian patients. Mol Genet Genomic Med 2022; 10:e1987. [PMID: 35751408 PMCID: PMC9356556 DOI: 10.1002/mgg3.1987] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2021] [Revised: 03/31/2022] [Accepted: 05/13/2022] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND In Peru, 32,970 people were diagnosed with tuberculosis (TB) in 2019. Although TB treatment is effective, 3.4%-13% is associated with significant adverse drug reactions (ADR), considering drug-induced liver injury (DILI) as the most prevalent. Among the first-line anti-TB drugs, isoniazid (INH) is primarily responsible for the occurrence of DILI. INH is metabolized in the liver by the enzymes N-acetyltransferase-2 (NAT2) and Cytochrome P450 2E1 (CYP2E1). Based on the previous studies, we hypothesized that the interactions between slow CYP2E1 genotype and NAT2 slow acetylators will induce DILI in TB patients. METHODS In this cross-sectional study, all 377 participants completed their anti-TB treatment, and we genotyped SNPs: rs1041983, rs1801280, rs1799929, rs1799930, rs1208, and rs1799931 for NAT2 and rs3813867 and rs2031920 for CYP2E1. RESULTS We found that rapid, intermediate, and slow NAT2 acetylator were 15%, 38%, and 47%, respectively, in the general population. Intermediate NAT2 acetylator is the least prevalent among patients with adverse reactions (p = 0.024). We did not confirm our hypothesis, however, we found that the combination of intermediate NAT2 acetylators and CYP2E1 c1/c1 genotype significantly protected (OR = 0.16; p = 0.049) against the development of DILI in our population. CONCLUSION We propose that the presence of NAT2 intermediate and CYP2E1 c1/c1 genotype could help in therapeutic drug monitoring, and optimize its therapeutic benefits while minimizing its risk for side effects or toxicity.
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Affiliation(s)
- Luis Jaramillo‐Valverde
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru,School of Public Health and AdministrationUniversidad Peruana Cayetano HerediaLimaPeru,School of MedicineUniversidad ContinentalHuancayoPeru
| | - Kelly S. Levano
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru
| | - David D. Tarazona
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru
| | - Silvia Capristano
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru
| | | | - Cesar Sanchez
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru
| | | | - Eduardo Tarazona‐Santos
- School of Public Health and AdministrationUniversidad Peruana Cayetano HerediaLimaPeru,Departamento de Genética, Ecologia e Evolução, Instituto de Ciências BiológicasUniversidade Federal de Minas GeraisBelo HorizonteBrazil
| | - Cesar Ugarte‐Gil
- Instituto de Medicina Tropical Alexander von HumboldtUniversidad Peruana Cayetano HerediaLimaPeru,School of MedicineUniversidad Peruana Cayetano HerediaLimaPeru
| | - Heinner Guio
- Laboratorio de Biotecnología y Biología MolecularInstituto Nacional de SaludLimaPeru,Universidad de HuánucoHuánucoPeru,Universidad Científica del SurLimaPeru
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Wise JTF, Salazar-González RA, Habil MR, Doll MA, Hein DW. Expression of arylamine N-acetyltransferase 2 activity in immortalized human bronchial epithelial cells. Toxicol Appl Pharmacol 2022; 442:115993. [PMID: 35353990 PMCID: PMC9112076 DOI: 10.1016/j.taap.2022.115993] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Revised: 03/09/2022] [Accepted: 03/22/2022] [Indexed: 01/30/2023]
Abstract
Lung cancer is the leading cause of cancer deaths in the United States with high incidence in tobacco smokers. Arylamine N-acetyltransferase 2 (NAT2) is a xenobiotic enzyme that catalyzes both N- and O-acetylation of carcinogens present in tobacco smoke and contributes towards the genotoxicity of these carcinogens. NAT2 allelic variants result in slow, intermediate, and rapid acetylation phenotypes. A recent meta-analysis reported NAT2 non-rapid (slow and intermediate) phenotypes had a significantly increased risk of lung cancer. NAT2 activity in humans is thought to be restricted to liver and gastrointestinal tract, and no studies to our knowledge have reported the expression of NAT2 activity in immortalized human lung epithelial cells. Given the importance of NAT2 in cancer and inhalation of various carcinogens directly into the lungs, we investigated NAT2 activity in human lung epithelial cells. Both NAT1 and NAT2 protein were detected by "in-cell" Western. Arylamine N-acetyltransferase activity was determined with selective substrates for NAT1 (p-aminobenzoic acid; PABA) and NAT2 (sulfamethazine; SMZ) in the presence and absence of a selective NAT1 inhibitor. PABA N-acetylation (NAT1 activity) in cell protein lysates was abolished in the presence of 25 μM of NAT1 inhibitor whereas SMZ N-acetylation (NAT2) was unaffected. Incubation with the NAT1 inhibitor partially reduced the N-acetylation of β-naphthylamine and the O-acetylation of N-hydroxy-4-aminobiphenyl consistent with catalysis by both NAT1 and NAT2. Immortalized human lung epithelial cells exhibited dose-dependent N-acetylation of 4-ABP with an apparent KM of 24.4 ± 5.1 μM. These data establish that NAT2 is expressed and functional in immortalized human lung epithelial cells and will help us further our understanding of NAT2 in lung cancer.
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Affiliation(s)
- James T F Wise
- Department of Pharmacology & Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Raúl A Salazar-González
- Department of Pharmacology & Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Mariam R Habil
- Department of Pharmacology & Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - Mark A Doll
- Department of Pharmacology & Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY 40202, USA
| | - David W Hein
- Department of Pharmacology & Toxicology and Brown Cancer Center, University of Louisville School of Medicine, Louisville, KY 40202, USA.
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Babayeva M, Azzi B, Loewy ZG. Pharmacogenomics Informs Cardiovascular Pharmacotherapy. Methods Mol Biol 2022; 2547:201-240. [PMID: 36068466 DOI: 10.1007/978-1-0716-2573-6_9] [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] [Indexed: 06/15/2023]
Abstract
Precision medicine exemplifies the emergence of personalized treatment options which may benefit specific patient populations based upon their genetic makeup. Application of pharmacogenomics requires an understanding of how genetic variations impact pharmacokinetic and pharmacodynamic properties. This particular approach in pharmacotherapy is helpful because it can assist in and improve clinical decisions. Application of pharmacogenomics to cardiovascular pharmacotherapy provides for the ability of the medical provider to gain critical knowledge on a patient's response to various treatment options and risk of side effects.
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Affiliation(s)
| | | | - Zvi G Loewy
- Touro College of Pharmacy, New York, NY, USA.
- School of Medicine, New York Medical College, Valhalla, NY, USA.
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Huang YS, Tseng SY, Chang TE, Perng CL, Huang YH. Sulfamethoxazole-trimethoprim-induced liver injury and genetic polymorphisms of NAT2 and CYP2C9 in Taiwan. Pharmacogenet Genomics 2021; 31:200-206. [PMID: 34149005 DOI: 10.1097/fpc.0000000000000441] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Sulfamethoxazole-trimethoprim (SMX-TMP) is one of the most frequently used antibiotics. SMX is metabolized by N-acetyltransferase (NAT) and cytochrome P450 2C9 (CYP2C9) to nontoxic or toxic intermediates. Little is known about the association between genetic variations of these enzymes and SMX-TMP-induced liver injury (SILI). The aim of this study was to explore the genetic polymorphisms of NAT2 and CYP2C9 and the susceptibility to SILI in a Han Chinese population. METHODS A total of 158 patients with SILI and 145 controls were recruited in this study. PCR-based genotyping with matrix-assisted laser desorption ionization-time of flight was used to assay the major NAT2 and CYP2C9 genotypes including NAT2 rs1495741, rs1041983, rs1801280, CYP2C9 rs1799853, rs1057910 and rs4918758. RESULTS The SILI group had a higher frequency of the NAT2 rs1495741 variant AA genotype and rs1041983 variant TT genotype than the controls (42.4 vs. 25.5%; P = 0.008, and 40.5 vs. 25.5%; P = 0.022, respectively). The SILI group had more slow acetylators than the controls (43.7 vs. 25.5%; P = 0.001). There were no significant differences in the genetic variations of CYP2C9 between the SILI and control groups. After adjusting for confounding factors, the NAT2 slow acetylators still had an increased risk of SILI (adjusted OR: 2.49; 95% confidence interval: 1.46-4.24; P = 0.001), especially in those with hepatocellular and mixed type SILI. CONCLUSIONS NAT2 slow acetylators are associated with a higher risk of SILI in the Han Chinese population. However, CYP2C9 genetic polymorphisms are not associated with the susceptibility to SILI.
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Affiliation(s)
- Yi-Shin Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, Taipei Veterans General Hospital, and National Yang Ming Chiao Tung University School of Medicine, Taipei, Taiwan
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Abstract
Nowadays multiple heterogeneous chemicals affect the human body. They include drugs, household chemicals, dyes, food supplements and others. The human organism can modify, inactivate, and eliminate the chemicals by biotransformation enzymes. But it is well known that biotransformation can lead to toxification phenomenon. Individuals differ from each other by the rate of chemical modification that promotes accumulation of toxins and carcinogens in some patients. An N-acetyltransferase 2 enzyme participates in the aromatic amines second phase metabolism. This work reviews the acetyltransferase gene polymorphism possible role in diseases development including drug-induced organs damage.Gene of acetyltransferase has polymorphisms associated with two haplotypes of fast and slow substrate acetylation. Gene alleles combine in three genotypes: fast, intermediate, and slow acetylators. Acetylation rate plays a significant role in side effects development during tuberculosis treatment and cancer pathogenesis. Recently, new data described the role of enzyme in development of non-infectious diseases in the human. Scientists consider that slow acetylation genotype in combination with high xenobiotic load result in accumulation of toxic substances able to damage cells.Therefore, acetyltransferase genotyping helps to reveal risk groups of cancer and non-infectious disease development and to prescribe more effective and safe doses of drugs.
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van Rensburg R, Nightingale S, Brey N, Albertyn CH, Kellermann TA, Taljaard JJ, Esterhuizen TM, Sinxadi PZ, Decloedt EH. Pharmacogenetics of the Late-Onset Efavirenz Neurotoxicity Syndrome (LENS). Clin Infect Dis 2021; 75:399-405. [PMID: 34882770 DOI: 10.1093/cid/ciab961] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Indexed: 01/11/2023] Open
Abstract
BACKGROUND The late-onset efavirenz neurotoxicity syndrome (LENS) presents as ataxia and/or encephalopathy with supratherapeutic efavirenz plasma concentrations (>4 µg/mL). Efavirenz is primarily metabolized by cytochrome P450 2B6 (CYP2B6), with CYP2A6 as an accessory pathway. We hypothesized that participants with LENS would predominantly be CYP2B6 slow metabolizers. The aim of our study was to determine the frequency of CYP2B6 slow metabolizers in participants with LENS. METHODS Adult HIV-positive participants on efavirenz-based antiretroviral therapy presenting with LENS were prospectively enrolled. Genetic polymorphisms known to be associated with increased efavirenz plasma concentrations in CYP2B6 (rs3745274, rs28399499, rs4803419) and CYP2A6 (rs28399433) were selected and used to determine proportions of slow metabolizers. Pharmacokinetic analyses were performed using liquid chromatography-tandem mass spectrometry. Median (IQR) plasma efavirenz and 8-hydroxyefavirenz were described. RESULTS Fifteen participants were enrolled. Thirteen (13/15) were Black-African and 13 were female. Median weight was 49.9kg with a median duration on efavirenz of 2.2 years. All 15 participants were successfully genotyped as slow CYP2B6 metabolizers, with 6 participants additionally having CYP2A6 heterozygous genotype. Thirteen were receiving the CYP2A6 enzyme inhibitor isoniazid, and all 15 were genotypic NAT2 slow or intermediate acetylators. Efavirenz plasma concentration was markedly increased at 50.5 (47.0-65.4) µg/mL; 8-hydroxyefavirenz concentration was markedly decreased at 0.10 (0.07-0.15) µg/mL. CONCLUSIONS Our cohort provides definitive evidence that LENS is associated with the CYP2B6 slow metabolizer genotype, with a median efavirenz plasma concentration >12-fold higher than the defined upper limit of the therapeutic range. Isoniazid and low body weight are important contributors to LENS development.
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Affiliation(s)
- Roland van Rensburg
- Division of Clinical Pharmacology, Department of Medicine, Stellenbosch University, Cape Town, South Africa
| | - Sam Nightingale
- HIV Mental Health Research Unit, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | - Naeem Brey
- Division of Neurology, Department of Medicine, Stellenbosch University, Cape Town, South Africa
| | - Christine H Albertyn
- Division of Neurology, Department of Medicine, Stellenbosch University, Cape Town, South Africa
| | - Tracy A Kellermann
- Division of Clinical Pharmacology, Department of Medicine, Stellenbosch University, Cape Town, South Africa
| | - Jantjie J Taljaard
- Division of Infectious Diseases, Department of Medicine, Stellenbosch University, Cape Town, South Africa
| | - Tonya M Esterhuizen
- Division of Epidemiology and Biostatistics, Department of Global Health, Stellenbosch University, Cape Town, South Africaand
| | - Phumla Z Sinxadi
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Eric H Decloedt
- Division of Clinical Pharmacology, Department of Medicine, Stellenbosch University, Cape Town, South Africa
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Radulovic I, Dogan B, Dohna-Schwake C, Schündeln MM, Siffert W, Möhlendick B. NAT2 polymorphisms as a cause of metamizole-induced agranulocytosis. Pharmacogenet Genomics 2021; 31:140-143. [PMID: 33675325 DOI: 10.1097/fpc.0000000000000432] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Metamizole is a widely prescribed NSAID with excellent analgesic and antipyretic properties. Although very effective, it is banned in some countries because of the risk for severe agranulocytosis. We here describe three patients with metamizole-associated agranulocytosis. Patient #1 suffered from agranulocytosis and tonsillitis followed by severe sepsis by Streptococcus pneumoniae and Epstein-Barr virus reactivation. Her dizygotic twin sister (patient #2) also suffered from agranulocytosis after a surgical intervention. Patient #3 initially had a tonsillitis and also developed neutropenia after metamizole intake. For all patients, pharmacogenetic diagnostic for the genes CYP2C9, CYP2C19 and NAT2, which are involved in metamizole metabolism and degradation of toxic metabolites, was initiated. Pharmacogenetic analysis revealed NAT2 slow acetylator phenotype in all three patients. Additionally, patient #2 is an intermediate metabolizer for CYP2C19 and patient #3 is a poor metabolizer for CYP2C9. Impairment of these enzymes causes a reduced degradation of toxic metabolites, for example, 4-methylaminoantipyrine (4-MAA) or 4-aminoantipyrine. The metabolite 4-MAA can complex with hemin, which is an early breakdown product during hemolysis. Hemolysis is often observed during invasive infections or after surgical procedures. It is known that the 4-MAA/hemin complex can induce cytotoxicity in the bone marrow and interrupt granulocyte maturation. In conclusion, metamizole-induced agranulocytosis most likely was a consequence of the underlying genetical predisposition, that is, polymorphisms in the genes NAT2, CYP2C9 and CYP2C19. Hemolysis may have increased the toxicity of metamizole metabolites.
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Affiliation(s)
- Ivana Radulovic
- Department of Pediatrics III, Pediatric Hematology and Oncology, Cardiology, Pulmonology
| | - Burcin Dogan
- Department of Pediatrics I, Neonatology, Pediatric Intensive Care, Pediatric Neurology
| | | | - Michael M Schündeln
- Department of Pediatrics III, Pediatric Hematology and Oncology, Cardiology, Pulmonology
| | - Winfried Siffert
- Institute of Pharmacogenetics, University Hospital Essen, University of Duisburg-Essen, Germany
| | - Birte Möhlendick
- Institute of Pharmacogenetics, University Hospital Essen, University of Duisburg-Essen, Germany
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Genetic and Functional Evaluation of the Role of FOXO1 in Antituberculosis Drug-Induced Hepatotoxicity. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2021; 2021:3185874. [PMID: 34249128 PMCID: PMC8238576 DOI: 10.1155/2021/3185874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Accepted: 06/14/2021] [Indexed: 02/05/2023]
Abstract
Background The accumulation of the hepatotoxic substance protoporphyrin IX (PPIX) induced by aminolevulinate synthase 1 (ALAS1) activation is one of the important mechanisms of antituberculosis drug-induced hepatotoxicity (ATDH). Forkhead box protein O1 (FOXO1) may activate ALAS1 transcription. However, little is known about their roles in ATDH; we performed a study to determine the association between polymorphisms in the two genes and ATDH susceptibility. Then, we verified this possible association by cellular functional experiments. Materials and Methods Tag single-nucleotide polymorphisms (TagSNPs) in the two genes were genotyped in 746 tuberculosis patients. The frequencies of the alleles, genotypes, genetic models, and haplotype distribution of the variants were compared between the case and control groups. L-02 cells and HepG2 cells were incubated with the indicated concentration of isoniazid (INH) and rifampicin (RIF) for the desired times, and then the expression levels of ALAS1 and FOXO1 mRNAs and proteins were detected. HepG2 cells were transiently transfected with FOXO1 siRNA to observe the effect of changes in the FOXO1 expression on the cell survival rate and ALAS1 expression. Results The C allele at rs2755237 and the T allele at rs4435111 in the FOXO1 gene were associated with a decreased risk of ATDH. The expression of ALAS1 in both L-02 cells and HepG2 cells was increased by the coadministration of INH/RIF (600/200 μM) for 24 h. Although FOXO1 expression was reduced slightly by the same treatment, its content in the nucleus was significantly increased. However, the cell survival rate and ALAS1 expression level were not significantly altered by the downregulation of FOXO1 in HepG2 cells. Conclusions Variants of the rs4435111 and rs2755237 loci in the FOXO1 gene were associated with susceptibility to ATDH. Coadministration of INH/RIF promoted the transfer of FOXO1 from the cytoplasm to the nucleus, but the functional significance of its nuclear translocation requires further verification.
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Joshi G, Kabra A, Goutam N, Sharma A. An Overview on Patient-Centered Clinical Services. BORNEO JOURNAL OF PHARMACY 2021. [DOI: 10.33084/bjop.v4i2.1978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Drug-related problems (DRPs) had often been a concern in the system that needed to be detected, avoided, and addressed as soon as possible. The need for a clinical pharmacist becomes even more important. He is the one who can not only share the load but also be an important part of the system by providing required advice. They fill out the patient's pharmacotherapy reporting form and notify the medical team's head off any drug-related issues. General practitioners register severe adverse drug reactions (ADRs) yearly. As a result of all of this, a clinical pharmacist working in and around the healthcare system is expected to advance the pharmacy industry. Its therapy and drugs can improve one's health quality of life by curing, preventing, or diagnosing a disease, sign, or symptom. The sideshows, on the other hand, do much harm. Because of the services they offer, clinical pharmacy has grown in popularity. To determine the overall effect and benefits of the emergency department (ED) clinical pharmacist, a systematic review of clinical practice and patient outcomes will be needed. A clinical pharmacist's anatomy, toxicology, pharmacology, and medicinal chemistry expertise significantly improves a patient's therapy enforcement. It is now important to examine the failure points of healthcare systems as well as the individuals involved.
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Affiliation(s)
- Gaurav Joshi
- University Institute of Pharma Sciences, Chandigarh University
| | - Atul Kabra
- University Institute of Pharma Sciences, Chandigarh University
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Ramirez J, House LK, Ratain MJ. Influence of N-acetyltransferase 2 gene polymorphisms on the in vitro metabolism of the epidermal growth factor receptor inhibitor rociletinib. Br J Clin Pharmacol 2021; 87:4313-4322. [PMID: 33818816 DOI: 10.1111/bcp.14848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 03/10/2021] [Accepted: 03/22/2021] [Indexed: 11/26/2022] Open
Abstract
AIMS Rociletinib showed activity in T790M-positive non-small cell lung cancer patients. It undergoes amide hydrolysis to form M502, followed by N-acetylation to M544 or amide hydrolysis to M460. We identified the enzymes responsible for rociletinib metabolism, and investigated the relationship between M544 formation and N-acetyltransferase 2 (NAT2) polymorphisms. METHODS Rociletinib and metabolites were incubated with carboxylesterase (CES)1b, CES1c, CES2, NAT1, NAT2, arylacetamide deacetylase, inhibitors, pooled human liver microsomes (HLM) and cytosols (HLC). Cytosols (n = 107) were genotyped for NAT2 polymorphisms (rs1041983 and rs1801280) and incubated with M502. Human hepatocytes from intermediate (NAT2*6/*12A) and slow (NAT2*5B/*5B) acetylators were incubated with 10 μM rociletinib and metabolites for 24 hours. Metabolites were measured by high-performance liquid chromatography. RESULTS M502 was formed from rociletinib and M544 by CES2 and HLM; M544 and N-acetyl-M460 were formed by NAT2 and HLC; M460 was not formed by CES or arylacetamide deacetylase. M502 formation by HLM was inhibited by bis-(4-nitrophenyl)phosphate and eserine (10 μM). M544 formation in HLC was inhibited by 100 μM quercetin and was associated with NAT2 genotype (P < .0001). M460 formation in HLM was inhibited by eserine, and M460 was N-acetylated in HLC. Hepatocytes formed M502, M544 and M460. The intermediate acetylator showed higher production (range: 3.4-5.1-fold) of N-acetylated metabolites than the slow acetylator. CONCLUSIONS Results indicate that NAT2 and CES2 are involved in rociletinib metabolism, and polymorphic NAT2 could alter drug exposure in patients. Slow NAT2 acetylators would have higher exposure to M502 and M460 and consequently, be at increased risk of experiencing hyperglycaemia and QTc prolongation.
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Affiliation(s)
| | - Larry K House
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Mark J Ratain
- Department of Medicine, University of Chicago, Chicago, IL, USA.,Committee on Clinical Pharmacology and Pharmacogenomics, University of Chicago, Chicago, IL, USA.,Comprehensive Cancer Center, University of Chicago, Chicago, IL, USA
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Functional variability of rhesus macaque (Macaca mulatta) NAT2 gene for drug-metabolising arylamine N-acetyltransferase 2. Biochem Pharmacol 2021; 188:114545. [PMID: 33831395 DOI: 10.1016/j.bcp.2021.114545] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 03/30/2021] [Accepted: 03/31/2021] [Indexed: 11/21/2022]
Abstract
Human NAT2 is a polymorphic pharmacogene encoding for N-acetyltransferase 2, a hepatic enzyme active towards arylamine and arylhydrazine drugs, including the anti-tubercular antibiotic isoniazid. The isoenzyme also modulates susceptibility to chemical carcinogenesis, particularly of the bladder. Human NAT2 represents an ideal model for anthropological investigations into the demographic adaptation of worldwide populations to their xenobiotic environment. Its sequence appears to be subject to positive selection pressures that are population-specific and may be attributed to gene-environment interactions directly associated with exogenous chemical challenges. However, recent evidence suggests that the same evolutionary pattern may not be observed in other primates. Here, we report NAT2 polymorphism in 25 rhesus macaques (Macaca mulatta) and compare the frequencies and functional characteristics of 12 variants. Seven non-synonymous single nucleotide variations (SNVs) were identified, including one nonsense mutation. The missense SNVs were demonstrated to affect enzymatic function in a substrate-dependent manner, albeit more moderately than certain NAT1 SNVs recently characterised in the same cohort. Haplotypic and functional variability of NAT2 was comparable to that previously observed for NAT1 in the same population sample, suggesting that the two paralogues may have evolved under similar selective pressures in the rhesus macaque. This is different to the population variability distribution pattern reported for humans and chimpanzees. Recorded SNVs were also different from those found in other primates. The study contributes to further understanding of NAT2 functional polymorphism in the rhesus macaque, a non-human primate model used in biomedicine and pharmacology, indicating variability in xenobiotic acetylation that could affect drug metabolism.
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Gausi K, Wiesner L, Norman J, Wallis CL, Onyango‐Makumbi C, Chipato T, Haas DW, Browning R, Chakhtoura N, Montepiedra G, Aaron L, McCarthy K, Bradford S, Vhembo T, Stranix‐Chibanda L, Masheto GR, Violari A, Mmbaga BT, Aurpibul L, Bhosale R, Nevrekhar N, Rouzier V, Kabugho E, Mutambanengwe M, Chanaiwa V, Nyati M, Mhembere T, Tongprasert F, Hesseling A, Shin K, Zimmer B, Costello D, Jean‐Philippe P, Sterling TR, Theron G, Weinberg A, Gupta A, Denti P. Pharmacokinetics and Drug-Drug Interactions of Isoniazid and Efavirenz in Pregnant Women Living With HIV in High TB Incidence Settings: Importance of Genotyping. Clin Pharmacol Ther 2021; 109:1034-1044. [PMID: 32909316 PMCID: PMC8048881 DOI: 10.1002/cpt.2044] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2020] [Accepted: 08/30/2020] [Indexed: 01/11/2023]
Abstract
The World Health Organization guidelines recommend that individuals living with HIV receive ≥ 6 months of isoniazid preventive therapy, including pregnant women. Yet, plasma isoniazid exposure during pregnancy, in the antiretroviral therapy era, has not been well-described. We investigated pregnancy-induced and pharmacogenetic-associated pharmacokinetic changes and drug-drug interactions between isoniazid and efavirenz in pregnant women. Eight hundred forty-seven women received isoniazid for 28 weeks, either during pregnancy or at 12 weeks postpartum, and 786 women received efavirenz. After adjusting for NAT2 and CYP2B6 genotype and weight, pregnancy increased isoniazid and efavirenz clearance by 26% and 15%, respectively. Isoniazid decreased efavirenz clearance by 7% in CYP2B6 normal metabolizers and 13% in slow and intermediate metabolizers. Overall, both isoniazid and efavirenz exposures were reduced during pregnancy, but the main determinants of drug concentration were NAT2 and CYP2B6 genotypes, which resulted in a five-fold difference for both drugs between rapid and slow metabolizers.
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Affiliation(s)
- Kamunkhwala Gausi
- Division of Clinical PharmacologyDepartment of MedicineUniversity of Cape TownCape TownSouth Africa
| | - Lubbe Wiesner
- Division of Clinical PharmacologyDepartment of MedicineUniversity of Cape TownCape TownSouth Africa
| | - Jennifer Norman
- Division of Clinical PharmacologyDepartment of MedicineUniversity of Cape TownCape TownSouth Africa
| | | | | | - Tsungai Chipato
- Department of Obstetrics and GynaecologyUniversity of Zimbabwe College of Health SciencesHarareZimbabwe
| | - David W. Haas
- Departments of Medicine, Pharmacology, Pathology, Microbiology, and ImmunologyVanderbilt University School of MedicineNashvilleTennesseeUSA
- Department of Internal MedicineMeharry Medical CollegeNashvilleTennesseeUSA
| | - Renee Browning
- Division of AIDSNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
| | - Nahida Chakhtoura
- National Institutes of Health (NIH), Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)BethesdaMarylandUSA
| | - Grace Montepiedra
- Center for Biostatistics in AIDS ResearchHarvard T. H. Chan School of Public HealthBostonMassachusettsUSA
| | - Lisa Aaron
- Center for Biostatistics in AIDS ResearchHarvard T. H. Chan School of Public HealthBostonMassachusettsUSA
| | | | | | - Tichaona Vhembo
- Department of Obstetrics and GynaecologyUniversity of Zimbabwe College of Health SciencesHarareZimbabwe
| | - Lynda Stranix‐Chibanda
- Department of Obstetrics and GynaecologyUniversity of Zimbabwe College of Health SciencesHarareZimbabwe
| | | | - Avy Violari
- The Perinatal HIV Research UnitUniversity of the WitwatersrandJohannesburgSouth Africa
| | | | - Linda Aurpibul
- Research Institute for Health SciencesChiang Mai UniversityChiang MaiThailand
| | | | - Neetal Nevrekhar
- Byramjee Jeejeebhoy Government College–Johns Hopkins Clinical Research SitePuneIndia
| | - Vanessa Rouzier
- Weill Cornell Center for Global Health New YorkNew YorkNew YorkUSA
- Centres GHESKIOPort‐au‐PrinceHaiti
| | | | - Mercy Mutambanengwe
- University of Zimbabwe College of Health Sciences Clinical Trials Research CentreHarareZimbabwe
| | - Vongai Chanaiwa
- University of Zimbabwe College of Health Sciences Clinical Trials Research CentreHarareZimbabwe
| | - Mandisa Nyati
- Perinatal HIV Research UnitUniversity of the WitwatersrandJohannesburgSouth Africa
| | - Tsungai Mhembere
- University of Zimbabwe College of Health Sciences Clinical Trials Research CentreHarareZimbabwe
| | - Fuanglada Tongprasert
- Department of Obstetrics and GynecologyFaculty of MedicineChiang Mai UniversityChiang MaiThailand
| | - Anneke Hesseling
- Department of Paediatrics and Child HealthThe Desmond Tutu TB CenterStellenbosch UniversityTygerbergSouth Africa
| | - Katherine Shin
- Division of AIDSNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
| | | | | | - Patrick Jean‐Philippe
- Division of AIDSNational Institute of Allergy and Infectious DiseasesNational Institutes of HealthBethesdaMarylandUSA
| | - Timothy R. Sterling
- Vanderbilt Tuberculosis CenterVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Gerhard Theron
- Department of Obstetrics and GynaecologyStellenbosch UniversityCape TownSouth Africa
| | - Adriana Weinberg
- University of Colorado Denver Anschutz Medical CampusAuroraColoradoUSA
| | - Amita Gupta
- Johns Hopkins University School of MedicineBaltimoreMarylandUSA
| | - Paolo Denti
- Division of Clinical PharmacologyDepartment of MedicineUniversity of Cape TownCape TownSouth Africa
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Araujo-Mariz C, Militão de Albuquerque MDFP, Lopes EP, Ximenes RAA, Lacerda HR, Miranda-Filho DB, Lustosa-Martins BB, Pastor AFP, Acioli-Santos B. Hepatotoxicity during TB treatment in people with HIV/AIDS related to NAT2 polymorphisms in Pernambuco, Northeast Brazil. Ann Hepatol 2021; 19:153-160. [PMID: 31734174 DOI: 10.1016/j.aohep.2019.09.008] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2018] [Revised: 09/02/2019] [Accepted: 09/14/2019] [Indexed: 02/04/2023]
Abstract
INTRODUCTION AND OBJECTIVE Hepatotoxicity during tuberculosis (TB) treatment is frequent and may be related to the Arylamine N-Acetyltransferase (NAT2) acetylator profile, in which allele frequencies differ according to the population. The aim of this study was to investigate functional polymorphisms in NAT2 associated with the development of hepatotoxicity after initiating treatment for TB in people living with HIV/AIDS (PLWHA) in Pernambuco, Northeast Brazil. MATERIAL AND METHODS This was a prospective cohort study that investigated seven single nucleotide polymorphisms located in the NAT2 coding region in 173 PLWHA undergoing TB treatment. Hepatotoxicity was defined as elevated aminotransferase levels and identified as being three times higher than it was before initiating TB treatment, with associated symptoms of hepatitis. A further 80 healthy subjects, without HIV infection or TB were used as a control group. All individuals were genotyped by direct sequencing. RESULTS The NAT2*13A and NAT2*6B variant alleles were significantly associated with the development of hepatotoxicity during TB treatment in PLWHA (p<0.05). Individual comparisons between the wild type and each variant genotype revealed that PLWHA with signatures NAT2*13A/NAT2*13A (OR 4.4; CI95% 1.1-18.8; p 0.037) and NAT2*13A/NAT2*6B (OR 4.4; CI95% 1.5-12.7; p 0.005) significantly increased the risk of hepatotoxicity. CONCLUSION This study suggests that NAT2*13A and NAT2*6B variant alleles are risk factors for developing hepatotoxicity, and PLWHA with genotypes NAT2*13A/NAT2*13A and NAT2*13A/NAT2*6B should be targeted for specific care to reduce the risk of hepatotoxicity during treatment for tuberculosis.
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Affiliation(s)
- Carolline Araujo-Mariz
- Departamento de Medicina Tropical, Universidade Federal de Pernambuco, Recife, PE, Brazil.
| | | | - Edmundo P Lopes
- Departamento de Medicina Tropical, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | - Ricardo A A Ximenes
- Departamento de Medicina Tropical, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | - Heloísa R Lacerda
- Departamento de Medicina Tropical, Universidade Federal de Pernambuco, Recife, PE, Brazil
| | | | | | - André Filipe P Pastor
- Instituto Federal de Educação, Ciência e Tecnologia do Sertão Pernambucano/IFSertão, Floresta, PE, Brazil
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Yuliwulandari R, Prayuni K, Razari I, Susilowati RW, Zulhamidah Y, Soedarsono S, Sofro ASM, Tokunaga K. Genetic characterization of N-acetyltransferase 2 variants in acquired multidrug-resistant tuberculosis in Indonesia. Pharmacogenomics 2021; 22:157-163. [PMID: 33399479 DOI: 10.2217/pgs-2020-0163] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Background: Owing to the high resistance rate of tuberculosis (TB) to isoniazid, which is metabolized by N-acetyltransferase 2 (NAT2), we investigated the associations between NAT2 variants and multidrug-resistant (MDR)-TB. Materials & methods: The acetylator status based on NAT2 haplotypes of 128 patients with MDR-TB in Indonesia were compared with our published data from patients with anti-TB drug-induced liver injury (AT-DILI), TB and the general population. Results: NAT2*4 was more frequent in the MDR-TB group than in the AT-DILI group, TB controls and general controls. NAT2*4/*4 was significantly more frequent in patients with MDR-TB than in those with AT-DILI. NAT2*5B/7B, *6A/6A and *7B/*7B were detected at lower frequencies in patients with AT-DILI. Rapid acetylators were significantly more frequent in patients with MDR-TB than in those with AT-DILI. Conclusion: These results provide an initial data for optimizing TB treatment in the Indonesian population, and suggest that NAT2 genotyping may help to select appropriate treatment by predicting TB-treatment effect.
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Affiliation(s)
- Rika Yuliwulandari
- Department of Pharmacology, Faculty of Medicine, YARSI University, Jakarta, Indonesia.,Genetic Research Center, YARSI Research Institute, YARSI University, Jakarta, Indonesia
| | - Kinasih Prayuni
- Genetic Research Center, YARSI Research Institute, YARSI University, Jakarta, Indonesia
| | - Intan Razari
- YARSI Research Institute, YARSI University, Jakarta, Indonesia
| | - Retno W Susilowati
- Genetic Research Center, YARSI Research Institute, YARSI University, Jakarta, Indonesia.,Department of Histology, Faculty of Medicine, YARSI University, Jakarta, Indonesia
| | - Yenni Zulhamidah
- Department of Anatomy, Faculty of Medicine, YARSI University, Jakarta, Indonesia
| | - Soedarsono Soedarsono
- Department of Pulmonology & Respiratory Medicine, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia.,Dr. Soetomo General Hospital, Surabaya, Indonesia
| | - Abdul Salam M Sofro
- Graduate School, YARSI University, Jakarta, Indonesia.,Department of Biochemistry, Faculty of Medicine, YARSI University, Jakarta, Indonesia
| | - Katsushi Tokunaga
- Genome Medical Science Project (Toyama), National Center for Global Health & Medicine, Tokyo, Japan
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Hein DW, Millner LM. Arylamine N-acetyltransferase acetylation polymorphisms: paradigm for pharmacogenomic-guided therapy- a focused review. Expert Opin Drug Metab Toxicol 2021; 17:9-21. [PMID: 33094670 PMCID: PMC7790970 DOI: 10.1080/17425255.2021.1840551] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 10/19/2020] [Indexed: 01/10/2023]
Abstract
INTRODUCTION The N-acetylation polymorphism has been the subject of comprehensive reviews describing the role of arylamine N-acetyltransferase 2 (NAT2) in the metabolism of numerous aromatic amine and hydrazine drugs. AREAS COVERED We describe and review data that more clearly defines the effects of NAT2 haplotypes and genotypes on the expression of acetylator phenotype towards selected drugs within human hepatocytes in vitro, within human hepatocyte cultures in situ, and clinical measures such as bioavailability, plasma metabolic ratios of parent to N-acetyl metabolite, elimination rate constants and plasma half-life, and/or clearance determinations in human subjects. We review several drugs (isoniazid, hydralazine, sulfamethazine, amifampridine, procainamide, sulfasalazine, amonafide and metamizole) for which NAT2 phenotype-guided therapy may be important. The value of pharmacogenomics-guided isoniazid therapy for the prevention and treatment of tuberculosis is presented as a paradigm for NAT2 phenotype-dependent dosing strategies. EXPERT OPINION Studies in human subjects and cryopreserved human hepatocytes show evidence for rapid, intermediate and slow acetylator phenotypes, with further data suggesting genetic heterogeneity within the slow acetylator phenotype. Incorporation of more robust NAT2 genotype/phenotypes relationships, including genetic heterogeneity within the slow acetylator phenotype, should lead to further advancements in both health outcomes and cost benefit for prevention and treatment of tuberculosis.
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Affiliation(s)
- David W. Hein
- Department of Pharmacology & Toxicology, University of Louisville School of Medicine, Louisville, Kentucky, USA
| | - Lori M. Millner
- Bluewater Diagnostic Laboratory, Mount Washington, Kentucky, USA
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N-acetyltransferase 2 acetylator genotype-dependent N-acetylation of 4-aminobiphenyl in cryopreserved human hepatocytes. Pharmacogenet Genomics 2020; 30:61-65. [PMID: 31895247 DOI: 10.1097/fpc.0000000000000394] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Arylamine N-acetyltransferases are xenobiotic-metabolizing enzymes responsible for detoxification of many drugs and carcinogens. Two N-acetyltransferase proteins (NAT1 and NAT2) are expressed in humans and they both N-acetylate aromatic amine carcinogens such as 4-aminobiphenyl. Arylamines such as 4-aminobiphenyl represent a large class of chemical carcinogens. Exposure to 4-aminobiphenyl occurs in the chemical, dye and rubber industries as well as in hair dyes, paints, and cigarette smoke. NAT2 is subject to a genetic polymorphism resulting in rapid, intermediate and slow acetylator phenotypes. We investigated the role of the NAT2 genetic polymorphisms on the N-acetylation of 4-aminobiphenyl in cryopreserved human hepatocytes in which NAT2 genotype and deduced phenotype were determined. Differences in sulfamethazine (selectively N-acetylated via NAT2) and 4-aminobiphenyl (N-acetylated by both NAT1 and NAT2) N-acetylation rates among rapid, intermediate, and slow NAT2 acetylator genotypes were tested for significance by one-way analysis of variance. In vitro 4-aminobiphenyl N-acetyltransferase activities differed significantly between rapid, intermediate and slow acetylators at 10 µM (P = 0.0102) or 100 µM (P = 0.0028). N-acetylation of 4-aminobiphenyl in situ also differed significantly between human hepatocytes from rapid, intermediate, and slow acetylators at 10 µM (P = 0.0015) and 100 µM (P = 0.0216). A gene dose-response relationship was exhibited as intermediate acetylators catalyzed 4-aminobiphenyl N-acetylation both in vitro and in situ at rates arithmetically between rapid and slow acetylators. In conclusion, N-acetylation of 4-aminobiphenyl is NAT2 genotype-dependent in human hepatocytes. These results suggest refinement of the exposure limit and safety for arylamine carcinogens according to NAT2 genotype.
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Medina-Sanson A, Núñez-Enríquez JC, Hurtado-Cordova E, Pérez-Saldivar ML, Martínez-García A, Jiménez-Hernández E, Fernández-López JC, Martín-Trejo JA, Pérez-Lorenzana H, Flores-Lujano J, Amador-Sánchez R, Mora-Ríos FG, Peñaloza-González JG, Duarte-Rodríguez DA, Torres-Nava JR, Flores-Bautista JE, Espinosa-Elizondo RM, Román-Zepeda PF, Flores-Villegas LV, González-Ulivarri JE, Martínez-Silva SI, Espinoza-Anrubio G, Almeida-Hernández C, Ramírez-Colorado R, Hernández-Mora L, García-López LR, Cruz-Ojeda GA, Godoy-Esquivel AE, Contreras-Hernández I, Medina-Hernández A, López-Caballero MG, Hernández-Pineda NA, Granados-Kraulles J, Rodríguez-Vázquez MA, Torres-Valle D, Cortés-Reyes C, Medrano-López F, Pérez-Gómez JA, Martínez-Ríos A, Aguilar-De Los Santos A, Serafin-Díaz B, Bekker-Méndez VC, Mata-Rocha M, Morales-Castillo BA, Sepúlveda-Robles OA, Ramírez-Bello J, Rosas-Vargas H, Hidalgo-Miranda A, Mejía-Aranguré JM, Jiménez-Morales S. Genotype-Environment Interaction Analysis of NQO1, CYP2E1, and NAT2 Polymorphisms and the Risk of Childhood Acute Lymphoblastic Leukemia: A Report From the Mexican Interinstitutional Group for the Identification of the Causes of Childhood Leukemia. Front Oncol 2020; 10:571869. [PMID: 33072605 PMCID: PMC7537417 DOI: 10.3389/fonc.2020.571869] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Accepted: 08/17/2020] [Indexed: 11/26/2022] Open
Abstract
Background: Acute lymphoblastic leukemia (ALL) is the main type of cancer in children. In Mexico and other Hispanic populations, the incidence of this neoplasm is one of the highest reported worldwide. Functional polymorphisms of various enzymes involved in the metabolism of xenobiotics have been associated with an increased risk of developing ALL, and the risk is different by ethnicity. The aims of the present study were to identify whether NQO1, CYP2E1, and NAT2 polymorphisms or some genotype-environmental interactions were associated with ALL risk in Mexican children. Methods: We conducted a case-control study including 478 pediatric patients diagnosed with ALL and 284 controls (children without leukemia). Ancestry composition of a subset of cases and controls was assessed using 32 ancestry informative markers. Genetic-environmental interactions for the exposure to hydrocarbons were assessed by logistic regression analysis. Results: The polymorphisms rs1801280 (OR 1.54, 95% CI 1.21–1.93), rs1799929 (OR 1.96, 95% CI 1.55–2.49), and rs1208 (OR 1.44, 95% CI 1.14–1.81) were found to increase the risk of ALL; being the risks higher under a recessive model (OR 2.20, 95% CI 1.30–1.71, OR 3.87, 95% CI 2.20–6.80, and OR 2.26, 95% CI 1.32–3.87, respectively). Gene-environment interaction analysis showed that NAT2 rs1799929 TT genotype confers high risk to ALL under exposure to fertilizers, insecticides, hydrocarbon derivatives, and parental tobacco smoking. No associations among NQO1, CYP2E1, and ALL were observed. Conclusion: Our study provides evidence for the association between NAT2 polymorphisms/gene-environment interactions, and the risk of childhood ALL in Mexican children.
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Affiliation(s)
- Aurora Medina-Sanson
- Departamento de Hemato-Oncología, Hospital Infantil de México Federico Gómez, Secretaría de Salud, Mexico City, Mexico.,Programa de Maestría y Doctorado en Ciencias Médicas de la Facultad de Medicina, Universidad Nacional Autónoma de México (UNAM)Mexico City, Mexico
| | - Juan Carlos Núñez-Enríquez
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Eduardo Hurtado-Cordova
- Laboratorio de Genómica del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City, Mexico.,Universidad Xochicalco, Campos Tijuana, Tijuana, Mexico
| | - María Luisa Pérez-Saldivar
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Anayeli Martínez-García
- Laboratorio de Genómica del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City, Mexico.,Facultad de Estudios Superiores Zaragoza, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Elva Jiménez-Hernández
- Servicio de Hematología Pediátrica, Centro Médico Nacional "La Raza", Hospital General "Gaudencio González Garza", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | | | - Jorge Alfonso Martín-Trejo
- Servicio de Hematología Pediátrica, Centro Médico Nacional "Siglo XXI", UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Héctor Pérez-Lorenzana
- Servicio de Cirugía Pediátrica, Hospital General "Gaudencio González Garza", Centro Médico Nacional Siglo XXI (CMN) "La Raza", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Janet Flores-Lujano
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - Raquel Amador-Sánchez
- Servicio de Hematología Pediátrica, Hospital General Regional "Carlos McGregor Sánchez Navarro", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Felix Gustavo Mora-Ríos
- Cirugía Pediátrica del Hospital Regional "General Ignacio Zaragoza", Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (ISSSTE), Mexico City, Mexico
| | | | - David Aldebarán Duarte-Rodríguez
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico
| | - José Refugio Torres-Nava
- Servicio de Oncología, Hospital Pediátrico de Moctezuma, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | | | | | - Pedro Francisco Román-Zepeda
- Coordinación Clínica y Servicio de Cirugía pediátrica, Hospital General Regional (HGR) No. 1 "Dr. Carlos Mac Gregor Sánchez Navarro", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Luz Victoria Flores-Villegas
- Servicio de Hematología Pediátrica, Centro Médico Nacional "20 de Noviembre", Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (ISSSTE), Mexico City, Mexico
| | - Juana Esther González-Ulivarri
- Jefatura de Enseñanza, Hospital Pediátrico de Iztacalco, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Sofía Irene Martínez-Silva
- Jefatura de Enseñanza, Hospital Pediátrico de Iztapalapa, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Gilberto Espinoza-Anrubio
- Servicio de Pediatría, Hospital General Zona (HGZ) No. 8 "Dr. Gilberto Flores Izquierdo", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Carolina Almeida-Hernández
- Jefatura de Enseñanza, Hospital General de Ecatepec "Las Américas", Instituto de Salud del Estado de México (ISEM), Mexico City, Mexico
| | - Rosario Ramírez-Colorado
- Jefatura de Enseñanza, Hospital Pediátrico La Villa, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Luis Hernández-Mora
- Jefatura de Enseñanza, Hospital Pediátrico San Juan de Aragón, Secretaría de Salud (SS), Mexico City, Mexico
| | - Luis Ramiro García-López
- Servicio de Pediatría, Hospital Pediátrico de Tacubaya, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Gabriela Adriana Cruz-Ojeda
- Coordinación Clínica de Educación e Investigación en Salud, Hospital General de Zona (HGZ) No. 47, IMSS, Mexico City, Mexico
| | - Arturo Emilio Godoy-Esquivel
- Servicio de Cirugía Pediátrica, Hospital Pediátrico de Moctezuma, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Iris Contreras-Hernández
- Coordinación de Investigación en Salud, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Abraham Medina-Hernández
- Pediatría, Hospital Materno-Pediátrico de Xochimilco, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - María Guadalupe López-Caballero
- Jefatura de Enseñanza, Hospital Pediátrico de Coyoacán, Secretaría de Salud de la Ciudad de México (SSCDMX), Mexico City, Mexico
| | - Norma Angélica Hernández-Pineda
- Coordinación Clínica y Pediatría del Hospital General de Zona 76, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Jorge Granados-Kraulles
- Coordinación Clínica y Pediatría del Hospital General de Zona 76, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - María Adriana Rodríguez-Vázquez
- Coordinación Clínica y Pediatría del Hospital General de Zona 68, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Delfino Torres-Valle
- Coordinación Clínica y Pediatría del Hospital General de Zona 71, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Carlos Cortés-Reyes
- Pediatría, Hospital General Dr. Darío Fernández Fierro, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (ISSSTE), Mexico City, Mexico
| | - Francisco Medrano-López
- Coordinación Clínica y Servicio de Pediatría, Hospital General Regional (HGR) No. 72 "Dr. Vicente Santos Guajardo", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Jessica Arleet Pérez-Gómez
- Coordinación Clínica y Servicio de Pediatría, Hospital General Regional (HGR) No. 72 "Dr. Vicente Santos Guajardo", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Annel Martínez-Ríos
- Cirugía Pediátrica del Hospital Regional "General Ignacio Zaragoza", Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado (ISSSTE), Mexico City, Mexico
| | - Antonio Aguilar-De Los Santos
- Coordinación Clínica y Pediatría del Hospital General de Zona 98, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Berenice Serafin-Díaz
- Coordinación Clínica y Pediatría del Hospital General de Zona 57, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Vilma Carolina Bekker-Méndez
- Hospital de Infectología "Dr. Daniel Méndez Hernández", "La Raza", Instituto Mexicano del Seguro Social (IMSS), Unidad de Investigación Médica en Inmunología e Infectología, Mexico City, Mexico
| | - Minerva Mata-Rocha
- Unidad de Investigación Médica en Genética Humana, UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional "Siglo XXI", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Blanca Angélica Morales-Castillo
- Unidad de Investigación Médica en Genética Humana, UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional "Siglo XXI", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Omar Alejandro Sepúlveda-Robles
- Unidad de Investigación Médica en Genética Humana, UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional "Siglo XXI", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | | | - Haydeé Rosas-Vargas
- Unidad de Investigación Médica en Genética Humana, UMAE Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional "Siglo XXI", Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Alfredo Hidalgo-Miranda
- Laboratorio de Genómica del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City, Mexico
| | - Juan Manuel Mejía-Aranguré
- Unidad de Investigación Médica en Epidemiología Clínica, Unidad Médica de Alta Especialidad Hospital de Pediatría "Dr. Silvestre Frenk Freund", Centro Médico Nacional Siglo XXI, Instituto Mexicano del Seguro Social, Mexico City, Mexico.,Coordinación de Investigación en Salud, Instituto Mexicano del Seguro Social (IMSS), Mexico City, Mexico
| | - Silvia Jiménez-Morales
- Laboratorio de Genómica del Cáncer, Instituto Nacional de Medicina Genómica (INMEGEN), Mexico City, Mexico
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47
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Hong KU, Doll MA, Lykoudi A, Salazar-González RA, Habil MR, Walls KM, Bakr AF, Ghare SS, Barve SS, Arteel GE, Hein DW. Acetylator Genotype-Dependent Dyslipidemia in Rats Congenic for N-Acetyltransferase 2. Toxicol Rep 2020; 7:1319-1330. [PMID: 33083237 PMCID: PMC7553889 DOI: 10.1016/j.toxrep.2020.09.011] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Revised: 09/14/2020] [Accepted: 09/23/2020] [Indexed: 01/10/2023] Open
Abstract
Recent reports suggest that arylamine N-acetyltransferases (NAT1 and/or NAT2) serve important roles in regulation of energy utility and insulin sensitivity. We investigated the interaction between diet (control vs. high-fat diet) and acetylator phenotype (rapid vs. slow) using previously established congenic rat lines (in F344 background) that exhibit rapid or slow Nat2 (orthologous to human NAT1) acetylator genotypes. Male and female rats of each genotype were fed control or high-fat (Western-style) diet for 26 weeks. We then examined diet- and acetylator genotype-dependent changes in body and liver weights, systemic glucose tolerance, insulin sensitivity, and plasma lipid profile. Male and female rats on the high fat diet weighed approximately 10% more than rats on the control diet and the percentage liver to body weight was consistently higher in rapid than slow acetylator rats. Rapid acetylator rats were more prone to develop dyslipidemia overall (i.e., higher triglyceride; higher LDL; and lower HDL), compared to slow acetylator rats. Total cholesterol (TC)-to-HDL ratios were significantly higher and HDL-to-LDL ratios were significantly lower in rapid acetylator rats. Our data suggest that rats with rapid systemic Nat2 (NAT1 in humans) genotype exhibited higher dyslipidemia conferring risk for metabolic syndrome and cardiovascular dysfunction.
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Affiliation(s)
- Kyung U. Hong
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Mark A. Doll
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Angeliki Lykoudi
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Raúl A. Salazar-González
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Mariam R. Habil
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Kennedy M. Walls
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Alaa F. Bakr
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Smita S. Ghare
- Departments of Medicine and Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Shirish S. Barve
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
- Departments of Medicine and Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - Gavin E. Arteel
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
| | - David W. Hein
- Department of Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
- Departments of Medicine and Pharmacology & Toxicology, Center for Hepatobiology & Toxicology, University of Louisville School of Medicine, Louisville, KY, USA
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48
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Collins KS, Raviele ALJ, Elchynski AL, Woodcock AM, Zhao Y, Cooper-DeHoff RM, Eadon MT. Genotype-Guided Hydralazine Therapy. Am J Nephrol 2020; 51:764-776. [PMID: 32927458 DOI: 10.1159/000510433] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 07/24/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND Despite its approval in 1953, hydralazine hydrochloride continues to be used in the management of resistant hypertension, a condition frequently managed by nephrologists and other clinicians. Hydralazine hydrochloride undergoes metabolism by the N-acetyltransferase 2 (NAT2) enzyme. NAT2 is highly polymorphic as approximately 50% of the general population are slow acetylators. In this review, we first evaluate the link between NAT2 genotype and phenotype. We then assess the evidence available for genotype-guided therapy of hydralazine, specifically addressing associations of NAT2 acetylator status with hydralazine pharmacokinetics, antihypertensive efficacy, and toxicity. SUMMARY There is a critical need to use hydralazine in some patients with resistant hypertension. Available evidence supports a significant link between genotype and NAT2 enzyme activity as 29 studies were identified with an overall concordance between genotype and phenotype of 92%. The literature also supports an association between acetylator status and hydralazine concentration, as fourteen of fifteen identified studies revealed significant relationships with a consistent direction of effect. Although fewer studies are available to directly link acetylator status with hydralazine antihypertensive efficacy, the evidence from this smaller set of studies is significant in 7 of 9 studies identified. Finally, 5 studies were identified which support the association of acetylator status with hydralazine-induced lupus. Clinicians should maintain vigilance when prescribing maximum doses of hydralazine. Key Messages: NAT2 slow acetylator status predicts increased hydralazine levels, which may lead to increased efficacy and adverse effects. Caution should be exercised in slow acetylators with total daily hydralazine doses of 200 mg or more. Fast acetylators are at risk for inefficacy at lower doses of hydralazine. With appropriate guidance on the usage of NAT2 genotype, clinicians can adopt a personalized approach to hydralazine dosing and prescription, enabling more efficient and safe treatment of resistant hypertension.
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Affiliation(s)
- Kimberly S Collins
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Anthony L J Raviele
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Amanda L Elchynski
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida, USA
| | - Alexander M Woodcock
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Yang Zhao
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida, USA
| | - Rhonda M Cooper-DeHoff
- Department of Pharmacotherapy and Translational Research, University of Florida, Gainesville, Florida, USA
| | - Michael T Eadon
- Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA,
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49
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Conway LP, Rendo V, Correia MSP, Bergdahl IA, Sjöblom T, Globisch D. Unexpected Acetylation of Endogenous Aliphatic Amines by Arylamine N-Acetyltransferase NAT2. Angew Chem Int Ed Engl 2020; 59:14342-14346. [PMID: 32497306 PMCID: PMC7497018 DOI: 10.1002/anie.202005915] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2020] [Revised: 05/19/2020] [Indexed: 12/21/2022]
Abstract
N-Acetyltransferases play critical roles in the deactivation and clearance of xenobiotics, including clinical drugs. NAT2 has been classified as an arylamine N-acetyltransferase that mainly converts aromatic amines, hydroxylamines, and hydrazines. Herein, we demonstrate that the human arylamine N-acetyltransferase NAT2 also acetylates aliphatic endogenous amines. Metabolomic analysis and chemical synthesis revealed increased intracellular concentrations of mono- and diacetylated spermidine in human cell lines expressing the rapid compared to the slow acetylator NAT2 phenotype. The regioselective N8 -acetylation of monoacetylated spermidine by NAT2 answers the long-standing question of the source of diacetylspermidine. We also identified selective acetylation of structurally diverse alkylamine-containing drugs by NAT2, which may contribute to variations in patient responses. The results demonstrate a previously unknown functionality and potential regulatory role for NAT2, and we suggest that this enzyme should be considered for re-classification.
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Affiliation(s)
- Louis P. Conway
- Department of Medicinal ChemistryScience for Life LaboratoryUppsala UniversityBox 57475123UppsalaSweden
| | - Veronica Rendo
- Department of Immunology, Genetics and PathologyScience for Life LaboratoryUppsala University75123UppsalaSweden
| | - Mário S. P. Correia
- Department of Medicinal ChemistryScience for Life LaboratoryUppsala UniversityBox 57475123UppsalaSweden
| | - Ingvar A. Bergdahl
- The Biobank Research Unit and Department of Public Health and Clinical MedicineSection of Sustainable HealthUmeå University90185UmeåSweden
| | - Tobias Sjöblom
- Department of Immunology, Genetics and PathologyScience for Life LaboratoryUppsala University75123UppsalaSweden
| | - Daniel Globisch
- Department of Medicinal ChemistryScience for Life LaboratoryUppsala UniversityBox 57475123UppsalaSweden
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50
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Ingram CJE, Ekong R, Ansari-Pour N, Bradman N, Swallow DM. Group-based pharmacogenetic prediction: is it feasible and do current NHS England ethnic classifications provide appropriate data? THE PHARMACOGENOMICS JOURNAL 2020; 21:47-59. [PMID: 32683419 DOI: 10.1038/s41397-020-0175-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 06/15/2020] [Accepted: 07/02/2020] [Indexed: 12/11/2022]
Abstract
Inter-individual variation of drug metabolising enzymes (DMEs) leads to variable efficacy of many drugs and even adverse drug responses. Consequently, it would be desirable to test variants of many DMEs before drug treatment. Inter-ethnic differences in frequency mean that the choice of SNPs to test may vary across population groups. Here we examine the utility of testing representative groups as a way of assessing what variants might be tested. We show that publicly available population information is potentially useful for determining loci for pre-treatment genetic testing, and for determining the most prevalent risk haplotypes in defined groups. However, we also show that the NHS England classifications have limitations for grouping for these purposes, in particular for people of African descent. We conclude: (1) genotyping of hospital patients and people from the hospital catchment area confers no advantage over using samples from appropriate existing ethnic group collections or publicly available data, (2) given the current NHS England Black African grouping, a decision as to whether to test, would have to apply to all patients of recent Black African ancestry to cover reported risk alleles and (3) the current scarcity of available genome and drug effect data from Africans is a problem for both testing and treatment decisions.
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Affiliation(s)
- Catherine J E Ingram
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, UK
| | - Rosemary Ekong
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, UK
| | - Naser Ansari-Pour
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, OX3 7LF, UK
| | - Neil Bradman
- Henry Stewart Group, 40-41 Museum Street, London, WC1A 1LT, UK
| | - Dallas M Swallow
- Research Department of Genetics, Evolution and Environment, University College London, Darwin Building, Gower Street, London, WC1E 6BT, UK.
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