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Selvestrel D, Stocco G, Aloi M, Arrigo S, Cardile S, Cecchin E, Congia M, Curci D, Gatti S, Graziano F, Langefeld CD, Lucafò M, Martelossi S, Martinelli M, Pagarin S, Scarallo L, Stacul EF, Strisciuglio C, Thompson S, Zuin G, Decorti G, Bramuzzo M. DNA methylation of the TPMT gene and azathioprine pharmacokinetics in children with very early onset inflammatory bowel disease. Biomed Pharmacother 2023; 157:113901. [PMID: 36462311 DOI: 10.1016/j.biopha.2022.113901] [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: 06/20/2022] [Revised: 10/12/2022] [Accepted: 10/17/2022] [Indexed: 12/05/2022] Open
Abstract
BACKGROUND Thiopurine methyltransferase (TPMT) is a crucial enzyme for azathioprine biotransformation and its activity is higher in very early onset inflammatory bowel disease (VEO-IBD) patients than in adolescents with IBD (aIBD). AIMS The aims of this pharmacoepigenetic study were to evaluate differences in peripheral blood DNA methylation of the TPMT gene and in azathioprine pharmacokinetics in patients with VEO-IBD compared to aIBD. METHODS The association of age with whole genome DNA methylation profile was evaluated in a pilot group of patients and confirmed by a meta-analysis on 3 cohorts of patients available on the public functional genomics data repository. Effects of candidate CpG sites in the TPMT gene were validated in a larger cohort using pyrosequencing. TPMT activity and azathioprine metabolites (TGN) were measured in patients' erythrocytes by HPLC and associated with patients' age group and TPMT DNA methylation. RESULTS Whole genome DNA methylation pilot analysis, combined with the meta-analysis revealed cg22736354, located on TPMT downstream neighboring region, as the only statistically significant CpG whose methylation increases with age, resulting lower in VEO-IBD patients compared to aIBD (median 9.6% vs 12%, p = 0.029). Pyrosequencing confirmed lower cg22736354 methylation in VEO-IBD patients (median 4.0% vs 6.0%, p = 4.6 ×10-5). No differences in TPMT promoter methylation were found. Reduced cg22736354 methylation was associated with lower TGN concentrations (rho = 0.31, p = 0.01) in patients with VEO-IBD and aIBD. CONCLUSION Methylation of cg22736354 in TPMT gene neighborhood is lower in patients with VEO-IBD and is associated with reduced azathioprine inactivation and increased TGN concentrations.
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Affiliation(s)
| | - Gabriele Stocco
- Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", Trieste, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Marina Aloi
- Women's and Children's Health Department, Pediatric Gastroenterology and Hepatology Unit, Sapienza University of Rome, Rome, Italy
| | - Serena Arrigo
- Pediatric Gastroenterology and Endoscopy Unit, Institute 'Giannina Gaslini', Genoa, Italy
| | - Sabrina Cardile
- Hepatology and Gastroenterology Unit, Bambino Gesù Hospital, Rome, Italy
| | - Erika Cecchin
- Experimental and Clinical Pharmacology, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Mauro Congia
- Pediatric Clinic and Rare Diseases, Microcitemic Pediatric Hospital Antonio Cao, Azienda Ospedaliera Brotzu, Cagliari, Italy
| | - Debora Curci
- Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", Trieste, Italy
| | - Simona Gatti
- Department of Pediatrics, Università Politecnica delle Marche, Ancona, Italy
| | | | - Carl D Langefeld
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Marianna Lucafò
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | | | - Massimo Martinelli
- Department of Translational Medical Science, Section of Pediatrics, University of Naples "Federico II", Naples, Italy
| | - Sofia Pagarin
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - Luca Scarallo
- University of Florence-Meyer Hospital, Florence, Italy
| | | | - Caterina Strisciuglio
- Departement of Woman, Child and General and Specialistic Surgery, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Susan Thompson
- Cincinnati Children's Hospital Medical Center, University of Cincinnati, Cincinnati, OH, USA
| | - Giovanna Zuin
- Department of Pediatrics, University of Milano-Bicocca, Foundation MBBM/San Gerardo Hospital, Monza, Italy
| | - Giuliana Decorti
- Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", Trieste, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.
| | - Matteo Bramuzzo
- Gastroenterology, Digestive Endoscopy and Nutrition Unit, Institute for Maternal and Child Health - IRCCS "Burlo Garofolo", Trieste, Italy
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Marshall JNG, Fröhlich A, Li L, Pfaff AL, Middlehurst B, Spargo TP, Iacoangeli A, Lang B, Al-Chalabi A, Koks S, Bubb VJ, Quinn JP. A polymorphic transcriptional regulatory domain in the amyotrophic lateral sclerosis risk gene CFAP410 correlates with differential isoform expression. Front Mol Neurosci 2022; 15:954928. [PMID: 36131690 PMCID: PMC9484465 DOI: 10.3389/fnmol.2022.954928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Accepted: 07/22/2022] [Indexed: 11/15/2022] Open
Abstract
We describe the characterisation of a variable number tandem repeat (VNTR) domain within intron 1 of the amyotrophic lateral sclerosis (ALS) risk gene CFAP410 (Cilia and flagella associated protein 410) (previously known as C21orf2), providing insight into how this domain could support differential gene expression and thus be a modulator of ALS progression or risk. We demonstrated the VNTR was functional in a reporter gene assay in the HEK293 cell line, exhibiting both the properties of an activator domain and a transcriptional start site, and that the differential expression was directed by distinct repeat number in the VNTR. These properties embedded in the VNTR demonstrated the potential for this VNTR to modulate CFAP410 expression. We extrapolated these findings in silico by utilisation of tagging SNPs for the two most common VNTR alleles to establish a correlation with endogenous gene expression. Consistent with in vitro data, CFAP410 isoform expression was found to be variable in the brain. Furthermore, although the number of matched controls was low, there was evidence for one specific isoform being correlated with lower expression in those with ALS. To address if the genotype of the VNTR was associated with ALS risk, we characterised the variation of the CFAP410 VNTR in ALS cases and matched controls by PCR analysis of the VNTR length, defining eight alleles of the VNTR. No significant difference was observed between cases and controls, we noted, however, the cohort was unlikely to contain sufficient power to enable any firm conclusion to be drawn from this analysis. This data demonstrated that the VNTR domain has the potential to modulate CFAP410 expression as a regulatory element that could play a role in its tissue-specific and stimulus-inducible regulation that could impact the mechanism by which CFAP410 is involved in ALS.
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Affiliation(s)
- Jack N. G. Marshall
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Alexander Fröhlich
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Li Li
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- Department of Psychiatry, National Clinical Research Centre for Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Abigail L. Pfaff
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Ben Middlehurst
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Thomas P. Spargo
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, King's College London, London, United Kingdom
| | - Alfredo Iacoangeli
- Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, King's College London, London, United Kingdom
| | - Bing Lang
- Department of Psychiatry, National Clinical Research Centre for Mental Disorders, The Second Xiangya Hospital, Central South University, Changsha, China
| | - Ammar Al-Chalabi
- Department of Basic and Clinical Neuroscience, Maurice Wohl Clinical Neuroscience Institute, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Neurology, King's College Hospital, London, United Kingdom
| | - Sulev Koks
- Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA, Australia
- Perron Institute for Neurological and Translational Science, Perth, WA, Australia
| | - Vivien J. Bubb
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - John P. Quinn
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, United Kingdom
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Franca R, Braidotti S, Stocco G, Decorti G. Understanding thiopurine methyltransferase polymorphisms for the targeted treatment of hematologic malignancies. Expert Opin Drug Metab Toxicol 2021; 17:1187-1198. [PMID: 34452592 DOI: 10.1080/17425255.2021.1974398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
INTRODUCTION Thiopurine methyltransferase (TPMT) catalyzes the S-methylation of thiopurines (mercaptopurine (MP) and tioguanine (TG)), chemotherapeutic agents used in the treatment of acute lymphoblastic leukemia (ALL). Polymorphisms in TPMT gene encode diminished activity enzyme, enhancing accumulation of active metabolites, and partially explaining the inter-individual differences in patients' clinical response. AREAS COVERED This review gives an overview on TPMT gene and function, and discusses the pharmacogenomic implications of TPMT variants in the prevention of severe thiopurine-induced hematological toxicities and the less known implication on TG-induced sinusoidal obstruction syndrome. Additional genetic and non-genetic factors impairing TPMT activity are considered. Literature search was done in PubMed for English articles published since1990, and on PharmGKB. EXPERT OPINION To titrate thiopurines safely and effectively, achieve the right degree of lymphotoxic effect and avoid excessive myelosuppression, the optimal management will combine a preemptive TPMT genotyping to establish a safe initial dose with a close phenotypic monitoring of TPMT activity and/or of active metabolites during long-term treatment. Compared to current ALL protocols, replacement of TG by MP during reinduction phase in TPMT heterozygotes and novel individualized TG regimens in maintenance for TPMT wild-type subjects could be investigated to improve outcomes while avoiding risk of severe hepatotoxicity.
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Affiliation(s)
- R Franca
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - S Braidotti
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - G Stocco
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - G Decorti
- Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.,Institute for Maternal & Child Health (I.r.c.c.s) Burlo Garofolo, Trieste, Italy
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Eslami Rasekh M, Hernández Y, Drinan SD, Fuxman Bass J, Benson G. Genome-wide characterization of human minisatellite VNTRs: population-specific alleles and gene expression differences. Nucleic Acids Res 2021; 49:4308-4324. [PMID: 33849068 PMCID: PMC8096271 DOI: 10.1093/nar/gkab224] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/06/2021] [Accepted: 03/18/2021] [Indexed: 11/12/2022] Open
Abstract
Variable Number Tandem Repeats (VNTRs) are tandem repeat (TR) loci that vary in copy number across a population. Using our program, VNTRseek, we analyzed human whole genome sequencing datasets from 2770 individuals in order to detect minisatellite VNTRs, i.e., those with pattern sizes ≥7 bp. We detected 35 638 VNTR loci and classified 5676 as commonly polymorphic (i.e. with non-reference alleles occurring in >5% of the population). Commonly polymorphic VNTR loci were found to be enriched in genomic regions with regulatory function, i.e. transcription start sites and enhancers. Investigation of the commonly polymorphic VNTRs in the context of population ancestry revealed that 1096 loci contained population-specific alleles and that those could be used to classify individuals into super-populations with near-perfect accuracy. Search for quantitative trait loci (eQTLs), among the VNTRs proximal to genes, indicated that in 187 genes expression differences correlated with VNTR genotype. We validated our predictions in several ways, including experimentally, through the identification of predicted alleles in long reads, and by comparisons showing consistency between sequencing platforms. This study is the most comprehensive analysis of minisatellite VNTRs in the human population to date.
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Affiliation(s)
| | - Yözen Hernández
- Graduate Program in Bioinformatics, Boston University, Boston, MA 02215, USA
| | | | - Juan I Fuxman Bass
- Graduate Program in Bioinformatics, Boston University, Boston, MA 02215, USA
- Department of Biology, Boston University, Boston, MA 02215, USA
| | - Gary Benson
- Graduate Program in Bioinformatics, Boston University, Boston, MA 02215, USA
- Department of Biology, Boston University, Boston, MA 02215, USA
- Department of Computer Science, Boston University, Boston, MA 02215, USA
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5
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Marshall JN, Lopez AI, Pfaff AL, Koks S, Quinn JP, Bubb VJ. Variable number tandem repeats - Their emerging role in sickness and health. Exp Biol Med (Maywood) 2021; 246:1368-1376. [PMID: 33794697 PMCID: PMC8239992 DOI: 10.1177/15353702211003511] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Understanding the mechanisms regulating tissue specific and stimulus inducible
regulation is at the heart of understanding human biology and how this
translates to wellbeing, the ageing process, and disease progression.
Polymorphic DNA variation is superimposed as an extra layer of complexity in
such processes which underpin our individuality and are the focus of
personalized medicine. This review focuses on the role and action of repetitive
DNA, specifically variable number tandem repeats and
SINE-VNTR-Alu domains, highlighting their role in
modification of gene structure and gene expression in addition to their
polymorphic nature being a genetic modifier of disease risk and progression.
Although the literature focuses on their role in disease, it illustrates their
potential to be major contributors to normal physiological function. To date,
these elements have been under-reported in genomic analysis due to the
difficulties in their characterization with short read DNA sequencing methods.
However, recent advances in long read sequencing methods should resolve these
problems allowing for a greater understanding of their contribution to a host of
genomic and functional mechanisms underlying physiology and disease.
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Affiliation(s)
- Jack Ng Marshall
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK
| | - Ana Illera Lopez
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK
| | - Abigail L Pfaff
- Perron Institute for Neurological and Translational Science, Perth, WA 6009, Australia.,Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA 6150, Australia
| | - Sulev Koks
- Perron Institute for Neurological and Translational Science, Perth, WA 6009, Australia.,Centre for Molecular Medicine and Innovative Therapeutics, Murdoch University, Perth, WA 6150, Australia
| | - John P Quinn
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK
| | - Vivien J Bubb
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3BX, UK
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6
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Burgueño-Rodríguez G, Méndez Y, Olano N, Dabezies A, Bertoni B, Souto J, Castillo L, da Luz J, Soler AM. Ancestry and TPMT-VNTR Polymorphism: Relationship with Hematological Toxicity in Uruguayan Patients with Acute Lymphoblastic Leukemia. Front Pharmacol 2020; 11:594262. [PMID: 33424606 PMCID: PMC7789872 DOI: 10.3389/fphar.2020.594262] [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: 08/12/2020] [Accepted: 09/24/2020] [Indexed: 12/14/2022] Open
Abstract
6-Mercaptopurine (6-MP) is a thiopurine drug widely used in childhood acute lymphoblastic leukemia (ALL) therapy. Genes such as TPMT and NUDT15 have an outstanding role in 6-MP metabolism. Mutations in both genes explain a significant portion of hematological toxicities suffered by ALL Uruguayan pediatric patients. A variable number tandem repeat in the TPMT promoter (TPMT-VNTR) has been associated with TPMT expression. This VNTR has a conservative architecture (AnBmC). To explore new causes of hematological toxicities related to ALL therapy, we genotyped the TPMT-VNTR of 130 Uruguayan pediatric patients. Additionally, individual genetic ancestry was estimated by 45 ancestry-informative markers (AIMs). Hematological toxicity was measured as the number of leukopenia events and 6-MP dose along the maintenance phase. As previously reported, we found TPMT*2 and TPMT*3C alleles were associated to TPMT-VNTR A2BC and AB2C, respectively. However, contrasting with other reports, TPMT*3A allele was found in a heterogeneous genetic background in linkage equilibrium. Patients carrying more than 5 A repeats present a significant higher number of leukopenia events among patients without TPMT and/or NUDT15 variants. Native American ancestry and the number of A repeats were significantly correlated with the number of leukopenia events. However, the correlation between Native American ancestry and the number of leukopenia events was lost when the number of A repeats was considered as covariate. This suggests that TPMT-VNTR alleles are more relevant than Native American ancestry in the hematological toxicity. Our results emphasize that TPMT-VNTR may be used as a pharmacogenetic biomarker to predict 6-MP-related hematological toxicity in ALL childhood therapy.
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Affiliation(s)
- Gabriela Burgueño-Rodríguez
- Laboratorio de Genética Molecular Humana, Centro Universitario Regional (CENUR) Litoral Norte-Sede Salto, Universidad de la República (UdelaR), Salto, Uruguay
| | - Yessika Méndez
- Servicio Hemato Oncológico Pediátrico (SHOP), Centro Hospitalario Pereira Rossell (CHPR), Montevideo, Uruguay
| | - Natalia Olano
- Servicio Hemato Oncológico Pediátrico (SHOP), Centro Hospitalario Pereira Rossell (CHPR), Montevideo, Uruguay
| | - Agustín Dabezies
- Servicio Hemato Oncológico Pediátrico (SHOP), Centro Hospitalario Pereira Rossell (CHPR), Montevideo, Uruguay
| | - Bernardo Bertoni
- Departamento de Genética, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - Jorge Souto
- Departamento de Genética, Facultad de Medicina, Universidad de la República, Montevideo, Uruguay
| | - Luis Castillo
- Servicio Hemato Oncológico Pediátrico (SHOP), Centro Hospitalario Pereira Rossell (CHPR), Montevideo, Uruguay
| | - Julio da Luz
- Laboratorio de Genética Molecular Humana, Centro Universitario Regional (CENUR) Litoral Norte-Sede Salto, Universidad de la República (UdelaR), Salto, Uruguay
| | - Ana María Soler
- Laboratorio de Genética Molecular Humana, Centro Universitario Regional (CENUR) Litoral Norte-Sede Salto, Universidad de la República (UdelaR), Salto, Uruguay
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Zimdahl Kahlin A, Helander S, Wennerstrand P, Vikingsson S, Mårtensson LG, Appell ML. Pharmacogenetic studies of thiopurine methyltransferase genotype-phenotype concordance and effect of methotrexate on thiopurine metabolism. Basic Clin Pharmacol Toxicol 2020; 128:52-65. [PMID: 32865889 PMCID: PMC7821157 DOI: 10.1111/bcpt.13483] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 08/14/2020] [Accepted: 08/21/2020] [Indexed: 12/30/2022]
Abstract
The discovery and implementation of thiopurine methyltransferase (TPMT) pharmacogenetics has been a success story and has reduced the suffering from serious adverse reactions during thiopurine treatment of childhood leukaemia and inflammatory bowel disease. This MiniReview summarizes four studies included in Dr Zimdahl Kahlin's doctoral thesis as well as the current knowledge on this field of research. The genotype‐phenotype concordance of TPMT in a cohort of 12 663 individuals with clinically analysed TPMT status is described. Notwithstanding the high concordance, the benefits of combined genotyping and phenotyping for TPMT status determination are discussed. The results from the large cohort also demonstrate that the factors of gender and age affect TPMT enzyme activity. In addition, characterization of four previously undescribed TPMT alleles (TPMT*41, TPMT*42, TPMT*43 and TPMT*44) shows that a defective TPMT enzyme could be caused by several different mechanisms. Moreover, the folate analogue methotrexate (MTX), used in combination with thiopurines during maintenance therapy of childhood leukaemia, affects the metabolism of thiopurines and interacts with TPMT, not only by binding and inhibiting the enzyme activity but also by regulation of its gene expression.
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Affiliation(s)
- Anna Zimdahl Kahlin
- Division of Drug Research, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Sara Helander
- Division of Drug Research, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Patricia Wennerstrand
- Division of Chemistry, Department of Physics, Chemistry, and Biology, Linköping University, Linköping, Sweden
| | - Svante Vikingsson
- Division of Drug Research, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Lars-Göran Mårtensson
- Division of Chemistry, Department of Physics, Chemistry, and Biology, Linköping University, Linköping, Sweden
| | - Malin Lindqvist Appell
- Division of Drug Research, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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Analysis of the promoter regions of disease-causing genes in maturity-onset diabetes of the young patients. Mol Biol Rep 2020; 47:6759-6768. [PMID: 32860162 DOI: 10.1007/s11033-020-05734-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2020] [Accepted: 08/20/2020] [Indexed: 02/07/2023]
Abstract
Maturity-onset diabetes of the young (MODY) is a form of monogenic diabetes caused by the variants in MODY-related genes. In addition to coding variants, variants in the promoter region of MODY-related genes can cause the disease as well. In this study, we screened the promoter regions of the most common MODY-related genes GCK, HNF1A, HNF4A and HNF1B in our cohort of 29 MODY patients. We identified one genetic variant in the HNF1A gene, a 7 bp insertion c.-154-160insTGGGGGT, and three variants in the GCK gene, -282C>T; -194A>G; 402C>G appearing as set. Chloramphenicol acetyltransferase (CAT) assay was performed to test the effect of the 7 bp insertion and the variant set on the activity of the reporter gene in HepG2 and RIN-5F cell, respectively, where a decreasing trend was observed for both variants. In silico analysis and electrophoretic mobility shift assay showed that the 7 bp insertion did not create the binding site for new transcriptional factors, but gave rise to additional binding sites for the existing ones. Results from our study indicated that the 7 bp insertion in the HNF1A gene could be associated with the patient's diabetes. As for the GCK variant set, it is probably not associated with diabetes in patients, but it may modify the fasting glucose level by causing small elevation in variant set carriers. We have presented two promoter variants in MODY-related genes. Variant in the HNF1A gene is presumed to be disease-causing and the GCK promoter variant set could be a phenotype modifier.
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Nikcevic G, Drazilov SS, Djurasevic TK, Tosic N, Kontos CK, Scorilas A, Pavlovic S. Complex transcriptional regulation of the BCL2L12 gene: Novel, active promoter in K562 cells. Gene 2020; 750:144723. [DOI: 10.1016/j.gene.2020.144723] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 04/02/2020] [Accepted: 04/29/2020] [Indexed: 01/01/2023]
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10
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Pavlovic S, Kotur N, Stankovic B, Zukic B, Gasic V, Dokmanovic L. Pharmacogenomic and Pharmacotranscriptomic Profiling of Childhood Acute Lymphoblastic Leukemia: Paving the Way to Personalized Treatment. Genes (Basel) 2019; 10:E191. [PMID: 30832275 PMCID: PMC6471971 DOI: 10.3390/genes10030191] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2019] [Revised: 02/23/2019] [Accepted: 02/25/2019] [Indexed: 02/07/2023] Open
Abstract
Personalized medicine is focused on research disciplines which contribute to the individualization of therapy, like pharmacogenomics and pharmacotranscriptomics. Acute lymphoblastic leukemia (ALL) is the most common malignancy of childhood. It is one of the pediatric malignancies with the highest cure rate, but still a lethal outcome due to therapy accounts for 1%⁻3% of deaths. Further improvement of treatment protocols is needed through the implementation of pharmacogenomics and pharmacotranscriptomics. Emerging high-throughput technologies, including microarrays and next-generation sequencing, have provided an enormous amount of molecular data with the potential to be implemented in childhood ALL treatment protocols. In the current review, we summarized the contribution of these novel technologies to the pharmacogenomics and pharmacotranscriptomics of childhood ALL. We have presented data on molecular markers responsible for the efficacy, side effects, and toxicity of the drugs commonly used for childhood ALL treatment, i.e., glucocorticoids, vincristine, asparaginase, anthracyclines, thiopurines, and methotrexate. Big data was generated using high-throughput technologies, but their implementation in clinical practice is poor. Research efforts should be focused on data analysis and designing prediction models using machine learning algorithms. Bioinformatics tools and the implementation of artificial i Lack of association of the CEP72 rs924607 TT genotype with intelligence are expected to open the door wide for personalized medicine in the clinical practice of childhood ALL.
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Affiliation(s)
- Sonja Pavlovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Nikola Kotur
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Biljana Stankovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Branka Zukic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Vladimir Gasic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, 11000 Belgrade, Serbia.
| | - Lidija Dokmanovic
- University Children's Hospital, 11000 Belgrade, Serbia.
- University of Belgrade, Faculty of Medicine, 11000 Belgrade, Serbia.
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Urbančič D, Šmid A, Stocco G, Decorti G, Mlinarič-Raščan I, Karas Kuželički N. Novel motif of variable number of tandem repeats in TPMT promoter region and evolutionary association of variable number of tandem repeats with TPMT*3 alleles. Pharmacogenomics 2018; 19:1311-1322. [PMID: 30345902 DOI: 10.2217/pgs-2018-0123] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
AIM SNPs in the gene for TPMT exemplify one of the most successful translations of pharmacogenomics into clinical practice. This study explains the correlation between common SNPs and variable number of tandem repeats (VNTR) in promoter of the gene. MATERIALS & METHODS We determined VNTR polymorphisms, as well as TPMT*2 and TPMT*3 SNPs and TPMT activity in Slovenian and Italian individuals and lymphoblastoid cell lines. RESULTS We observed a previously unreported VNTR allele, AB7C, in a TPMT*3A heterozygous individual. VNTRs with two (AB2C) and three or more (ABnC, n ≥ 3) B motifs were statistically significant in complete linkage disequilibrium (D' = 1, r2 = 1, p < 0.0001) with the TPMT*3C and TPMT*3A alleles, respectively. CONCLUSION The study provides insights into the stepwise evolution of TPMT*3 alleles from *3C to *3A, with increasing number of B motifs in the VNTR region.
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Affiliation(s)
- Dunja Urbančič
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Alenka Šmid
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Gabriele Stocco
- Department of Life Sciences, University of Trieste, 34127 Trieste, Italy
| | - Giuliana Decorti
- Laboratorio di Diagnostica Avanzata Traslazionale, Institute for Maternal & Child Health - IRCCS 'Burlo Garofolo', 34127 Trieste, Italy.,Department of Medicine, Surgery & Health Sciences, University of Trieste, 34127 Trieste, Italy
| | - Irena Mlinarič-Raščan
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
| | - Nataša Karas Kuželički
- Department of Clinical Biochemistry, Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia
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Al-Mahayri ZN, Patrinos GP, Ali BR. Pharmacogenomics in pediatric acute lymphoblastic leukemia: promises and limitations. Pharmacogenomics 2017; 18:687-699. [PMID: 28468529 DOI: 10.2217/pgs-2017-0005] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Despite the significant advances achieved in pediatric acute lymphocytic leukemia (ALL) treatment, adverse side effects of drugs remain a challenging issue. Numerous ALL pharmacogenomic studies have been conducted to elucidate the predisposing genetic factors for their development. Plausible pharmacogenomic data are available for the osteonecrosis associated with glucocorticoids, the neurotoxicity associated with vincristine and the cardiotoxicity related to anthracyclines. However, these data have not been fully translated into the clinic due to several limitations, most importantly the lack of reliable evidence. The most robust pharmacogenomics data are those for thiopurines and methotrexate use, with evidence-based preemptive testing recommendations for the former. Pharmacogenomics has a significant potential utility in pediatric ALL treatment regimens. In this review, gaps and limitations in this field are emphasized, which may provide a useful guide for future research design.
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Affiliation(s)
- Zeina N Al-Mahayri
- Department of Pathology, College of Medicine & Health Sciences, United Arab Emirates University, United Arab Emirates
| | - George P Patrinos
- Department of Pathology, College of Medicine & Health Sciences, United Arab Emirates University, United Arab Emirates.,Department of Pharmacy, School of Health Sciences, University of Patras, University Campus, Rion, Patras, Greece
| | - Bassam R Ali
- Department of Pathology, College of Medicine & Health Sciences, United Arab Emirates University, United Arab Emirates
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13
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Patrinos GP, Katsila T. Pharmacogenomics education and research at the Department of Pharmacy, University of Patras, Greece. Pharmacogenomics 2016; 17:1865-1872. [DOI: 10.2217/pgs-2016-0142] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
The Pharmacogenomics and Personalized Medicine group belongs to the Laboratory of Molecular Biology and Immunology, Department of Pharmacy and is active since 2009 mainly in the field of pharmacogenomics and personalized medicine. Herein, we describe the research interests, collaborations and accomplishments of the Pharmacogenomics and Personalized Medicine group together with the teaching activities of the group that greatly enhance the pharmacogenomics knowledge of graduate/postgraduate students and healthcare professionals.
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Affiliation(s)
- George P Patrinos
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
- Department of Pathology, College of Medicine & Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates
- Department of Bioinformatics, Faculty of Health Sciences, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Theodora Katsila
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, Greece
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14
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Klaassen K, Stankovic B, Kotur N, Djordjevic M, Zukic B, Nikcevic G, Ugrin M, Spasovski V, Srzentic S, Pavlovic S, Stojiljkovic M. New PAH gene promoter KLF1 and 3'-region C/EBPalpha motifs influence transcription in vitro. J Appl Genet 2016; 58:79-85. [PMID: 27447460 DOI: 10.1007/s13353-016-0359-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2016] [Revised: 06/01/2016] [Accepted: 06/30/2016] [Indexed: 11/28/2022]
Abstract
Phenylketonuria (PKU) is a metabolic disease caused by mutations in the phenylalanine hydroxylase (PAH) gene. Although the PAH genotype remains the main determinant of PKU phenotype severity, genotype-phenotype inconsistencies have been reported. In this study, we focused on unanalysed sequences in non-coding PAH gene regions to assess their possible influence on the PKU phenotype. We transiently transfected HepG2 cells with various chloramphenicol acetyl transferase (CAT) reporter constructs which included PAH gene non-coding regions. Selected non-coding regions were indicated by in silico prediction to contain transcription factor binding sites. Furthermore, electrophoretic mobility shift assay (EMSA) and supershift assays were performed to identify which transcriptional factors were engaged in the interaction. We found novel KLF1 motif in the PAH promoter, which decreases CAT activity by 50 % in comparison to basal transcription in vitro. The cytosine at the c.-170 promoter position creates an additional binding site for the protein complex involving KLF1 transcription factor. Moreover, we assessed for the first time the role of a multivariant variable number tandem repeat (VNTR) region located in the 3'-region of the PAH gene. We found that the VNTR3, VNTR7 and VNTR8 constructs had approximately 60 % of CAT activity. The regulation is mediated by the C/EBPalpha transcription factor, present in protein complex binding to VNTR3. Our study highlighted two novel promoter KLF1 and 3'-region C/EBPalpha motifs in the PAH gene which decrease transcription in vitro and, thus, could be considered as PAH expression modifiers. New transcription motifs in non-coding regions will contribute to better understanding of the PKU phenotype complexity and may become important for the optimisation of PKU treatment.
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Affiliation(s)
- Kristel Klaassen
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Biljana Stankovic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Nikola Kotur
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Maja Djordjevic
- Mother and Child Health Care Institute of Serbia "Dr Vukan Cupic", School of Medicine, University of Belgrade, Radoja Dakića 6-8, 11070, Belgrade, Serbia
| | - Branka Zukic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Gordana Nikcevic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Milena Ugrin
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Vesna Spasovski
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Sanja Srzentic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Sonja Pavlovic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
| | - Maja Stojiljkovic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia.
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15
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Ugrin M, Stojiljkovic M, Zukic B, Klaassen K, Katsila T, Vasiljevic J, Dokmanovic L, Janic D, Patrinos GP, Pavlovic S. Functional Analysis of anAγ-Globin Gene Promoter Variant (HBG1: g.-225_-222delAGCA) Underlines Its Role in Increasing Fetal Hemoglobin Levels Under Erythropoietic Stress. Hemoglobin 2015; 40:48-52. [DOI: 10.3109/03630269.2015.1107842] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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16
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Kotur N, Dokmanovic L, Janic D, Stankovic B, Krstovski N, Tosic N, Katsila T, Patrinos GP, Zukic B, Pavlovic S. TPMT gene expression is increased during maintenance therapy in childhood acute lymphoblastic leukemia patients in a TPMT gene promoter variable number of tandem repeat-dependent manner. Pharmacogenomics 2015; 16:1701-12. [PMID: 26411491 DOI: 10.2217/pgs.15.109] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
AIMS 6-mercaptopurine influences in vitro TPMT gene expression in a TPMT promoter variable number of tandem repeats (VNTR)-dependent manner. We studied TPMT expression following 6-mercaptopurine and methotrexate administration in childhood acute lymphoblastic leukemia (ALL) patients and the pharmacogenomic potential of the VNTR architecture. MATERIALS & METHODS TPMT gene expression was determined in childhood ALL patients at diagnosis (n = 57) and during the maintenance therapy (n = 27). RESULTS A threefold increase of TPMT gene expression was obtained during maintenance therapy, modulated by the architecture of the VNTR region. CONCLUSION The TPMT promoter genetic variants need to be considered at the very beginning of the maintenance therapy for childhood ALL patients. The TPMT promoter VNTR region may serve as a pharmacogenomic biomarker when introducing thiopurine therapy.
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Affiliation(s)
- Nikola Kotur
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Serbia
| | - Lidija Dokmanovic
- University Children's Hospital, School of Medicine, University of Belgrade, Serbia
| | - Dragana Janic
- University Children's Hospital, School of Medicine, University of Belgrade, Serbia
| | - Biljana Stankovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Serbia
| | - Nada Krstovski
- University Children's Hospital, School of Medicine, University of Belgrade, Serbia
| | - Natasa Tosic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Serbia
| | - Theodora Katsila
- Department of Pharmacy, University of Patras, School of Health Sciences, Patras, Greece
| | - George P Patrinos
- Department of Pharmacy, University of Patras, School of Health Sciences, Patras, Greece
| | - Branka Zukic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Serbia
| | - Sonja Pavlovic
- Laboratory for Molecular Biomedicine, Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Serbia
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17
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Lupan I, Bulzu P, Popescu O, Damert A. Lineage specific evolution of the VNTR composite retrotransposon central domain and its role in retrotransposition of gibbon LAVA elements. BMC Genomics 2015; 16:389. [PMID: 25981446 PMCID: PMC4432496 DOI: 10.1186/s12864-015-1543-z] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 04/17/2015] [Indexed: 11/23/2022] Open
Abstract
Background VNTR (Variable Number of Tandem Repeats) composite retrotransposons - SVA (SINE-R-VNTR-Alu), LAVA (LINE-1-Alu-VNTR-Alu), PVA (PTGR2-VNTR-Alu) and FVA (FRAM-VNTR-Alu) - are specific to hominoid primates. Their assembly, the evolution of their 5’ and 3’ domains, and the functional significance of the shared 5’ Alu-like region are well understood. The central VNTR domain, by contrast, has long been assumed to represent a more or less random collection of 30-50 bp GC-rich repeats. It is only recently that it attracted attention in the context of regulation of SVA expression. Results Here we provide evidence that the organization of the VNTR is non-random, with conserved repeat unit (RU) arrays at both the 5’ and 3’ ends of the VNTRs of human, chimpanzee and orangutan SVA and gibbon LAVA. The younger SVA subfamilies harbour highly organized internal RU arrays. The composition of these arrays is specific to the human/chimpanzee and orangutan lineages, respectively. Tracing the development of the VNTR through evolution we show for the first time how tandem repeats evolve within the constraints set by a functional, non-autonomous non-LTR retrotransposon in two different families - LAVA and SVA - in different hominoid lineages. Our analysis revealed that a microhomology-driven mechanism mediates expansion/contraction of the VNTR domain at the DNA level. Elements of all four VNTR composite families have been shown to be mobilized by the autonomous LINE1 retrotransposon in trans. In case of SVA, key determinants of mobilization are found in the 5’ hexameric repeat/Alu-like region. We now demonstrate that in LAVA, by contrast, the VNTR domain determines mobilization efficiency in the context of domain swaps between active and inactive elements. Conclusions The central domain of VNTR composites evolves in a lineage-specific manner which gives rise to distinct structures in gibbon LAVA, orangutan SVA, and human/chimpanzee SVA. The differences observed between the families and lineages are likely to have an influence on the expression and mobilization of the elements. Electronic supplementary material The online version of this article (doi:10.1186/s12864-015-1543-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Iulia Lupan
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babes-Bolyai-University, Treboniu Laurian Street 42, Cluj-Napoca, RO-400271, Romania.
| | - Paul Bulzu
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babes-Bolyai-University, Treboniu Laurian Street 42, Cluj-Napoca, RO-400271, Romania.
| | - Octavian Popescu
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babes-Bolyai-University, Treboniu Laurian Street 42, Cluj-Napoca, RO-400271, Romania. .,Institute of Biology, Romanian Academy, Bucharest, Romania.
| | - Annette Damert
- Institute for Interdisciplinary Research in Bio-Nano-Sciences, Molecular Biology Center, Babes-Bolyai-University, Treboniu Laurian Street 42, Cluj-Napoca, RO-400271, Romania.
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18
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Tafrali C, Paizi A, Borg J, Radmilovic M, Bartsakoulia M, Giannopoulou E, Giannakopoulou O, Stojiljkovic-Petrovic M, Zukic B, Poulas K, Stavrou EF, Lambropoulou P, Kourakli A, Felice AE, Papachatzopoulou A, Philipsen S, Pavlovic S, Georgitsi M, Patrinos GP. Genomic variation in the MAP3K5 gene is associated with β-thalassemia disease severity and hydroxyurea treatment efficacy. Pharmacogenomics 2013; 14:469-83. [PMID: 23556445 DOI: 10.2217/pgs.13.31] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
AIM In this study we explored the association between genetic variations in MAP3K5 and PDE7B genes, residing on chromosome 6q23, and disease severity in β-hemoglobinopathy patients, as well as the association between these variants with response to hydroxyurea (HU) treatment. Furthermore, we examined MAP3K5 expression in the context of high fetal hemoglobin (HbF) and upon HU treatment in erythroid progenitor cells from healthy and KLF1 haploinsufficient individuals. MATERIALS & METHODS For this purpose, we genotyped β-thalassemia intermedia and major patients and healthy controls, as well as a cohort of compound heterozygous sickle cell disease/β-thalassemia patients receiving HU as HbF augmentation treatment. Furthermore, we examined MAP3K5 expression in the context of high HbF and upon HU treatment in erythroid progenitor cells from healthy and KLF1 haploinsufficient individuals. RESULTS A short tandem repeat in the MAP3K5 promoter and two intronic MAP3K5 gene variants, as well as a PDE7B variant, are associated with low HbF levels and a severe disease phenotype. Moreover, MAP3K5 mRNA expression levels are altered in the context of high HbF and are affected by the presence of HU. Lastly, the abovementioned MAP3K5 variants are associated with HU treatment efficacy. CONCLUSION Our data suggest that these MAP3K5 variants are indicative of β-thalassemia disease severity and response to HU treatment.
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Affiliation(s)
- Christina Tafrali
- University of Patras, School of Health Sciences, Department of Pharmacy, University Campus, Rion, Patras, Greece
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19
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Brookes K. The VNTR in complex disorders: The forgotten polymorphisms? A functional way forward? Genomics 2013; 101:273-81. [DOI: 10.1016/j.ygeno.2013.03.003] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2013] [Revised: 03/08/2013] [Accepted: 03/11/2013] [Indexed: 12/16/2022]
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20
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Spasovski V, Tosic N, Nikcevic G, Stojiljkovic M, Zukic B, Radmilovic M, Karan-Djurasevic T, Srzentic S, Colovic M, Pavlovic S. The influence of novel transcriptional regulatory element in intron 14 on the expression of Janus kinase 2 gene in myeloproliferative neoplasms. J Appl Genet 2012. [PMID: 23188718 DOI: 10.1007/s13353-012-0125-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
The expression of Janus kinase 2 (JAK2) gene is altered in myeloproliferative neoplasms (MPN) and the regulation of transcription could be a mechanism that modulates JAK2 gene expression. We analyzed the transcriptional potential of single-nucleotide polymorphism (SNP) rs12343867 T > C in JAK2 intron 14, tagging 46/1 haplotype, and its influence on JAK2 gene expression. Functional analysis of JAK2 intron 14 was performed using the pBLCAT5 reporter system in K562 cells. Identification of the proteins binding to the intron 14 regulatory element was accomplished by electrophoretic mobility shift assay (EMSA) and supershift assays. Quantification of the expression of JAK2 gene in a cohort of 51 MPN patients and 12 healthy controls was performed by real-time quantitative polymerase chain reaction (RQ-PCR). Functional analysis revealed that the intronic DNA element harboring SNP rs12343867 T > C acts as a transcriptional repressor in vitro. The repressor activity was significantly attenuated by the presence of nucleotide C. Supershift analysis showed the enrolment of transcriptional factor Meis1 in this process. RQ-PCR experiments showed increased JAK2 expression in patients with the JAK2V617F mutation, with a significant difference between essential thrombocythemia (ET), polycythemia vera (PV), and myelofibrosis (MF) patients. SNP rs12343867 showed no statistically significant influence on the expression of JAK2 gene in MNP patients.
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Affiliation(s)
- Vesna Spasovski
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Belgrade, Serbia
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21
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Radmilovic M, Zukic B, Petrovic MS, Bartsakoulia M, Stankovic B, Kotur N, Dokmanovic L, Georgitsi M, Patrinos GP, Pavlovic S. Functional analysis of a novel KLF1 gene promoter variation associated with hereditary persistence of fetal hemoglobin. Ann Hematol 2012; 92:53-8. [PMID: 23161389 DOI: 10.1007/s00277-012-1625-9] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2012] [Accepted: 11/05/2012] [Indexed: 11/30/2022]
Abstract
Hereditary persistence of fetal hemoglobin (HPFH) is a rare hereditary condition resulting in elevated levels of fetal hemoglobin (HbF) in adults. Typical HPFH is associated with promoter mutations or large deletions affecting the human fetal globin (HBG1 and HBG2) genes, while genetic defects in other genes involved in human erythropoiesis, e.g. KLF1, also result in atypical HPFH. Here, we report the first KLF1 gene promoter mutation (KLF1:g.-148G > A) that is associated with increased HbF level. This mutation was shown to result in drastically reduced CAT reporter gene expression in K562 cells, compared to the wild-type sequence (p = 0.009) and also in reduced KLF1 gene expression in vivo. Furthermore, consistent with in silico analysis, electrophoretic mobility shift analysis showed that the KLF1:g.-148G > A mutation resides in a Sp1 binding site and further that this mutation leads to the ablation of Sp1 binding in vitro. These data suggest that the KLF1:g-148G > A mutation could play a role in increasing HbF levels in adults and further underlines the role of KLF1 as one of the key transcription factors involved in human fetal globin gene switching.
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Affiliation(s)
- Milena Radmilovic
- Institute of Molecular Genetics and Genetic Engineering, Laboratory for Molecular Hematology, University of Belgrade, Vojvode Stepe 444a, 11010, Belgrade, Serbia
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22
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Corrigan A, Arenas-Hernandez M, Blaker P, Sanderson J, Marinaki A. Let's get personal: predicting thiopurine and fluoropyrimidine toxicity. Per Med 2012; 9:859-870. [PMID: 29776234 DOI: 10.2217/pme.12.91] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The US FDA now recognizes the need to individualize treatment paradigms using biomarkers that predict response to therapy. In clinical practice the best example of this is TPMT testing, which is used to rationalize the starting dose of azathioprine and mercaptopurine. The more recent addition of drug metabolite monitoring means that thiopurine therapy can now be personalized to unprecedented levels. Of interest, parallels exist between TPMT deficiency as an explanation for thiopurine toxicity and DPD deficiency in fluoropyrimidine toxicity. For these drugs, variations in a single locus predict severe toxicity. However, while TPMT testing has translated into routine clinical practice, DPD testing has not. This article summarizes the recent research investigating interindividual differences in the metabolism of thiopurine and fluoropyrimidine drugs, and explores the attitudes which influence the uptake of pharmacogenetic testing.
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Affiliation(s)
- Adele Corrigan
- Purine Research Laboratory, GSTS Pathology, Guy's & St Thomas' Hospital, Westminster Bridge Road, London SE1 7EH, UK
| | - Monica Arenas-Hernandez
- Purine Research Laboratory, GSTS Pathology, Guy's & St Thomas' Hospital, Westminster Bridge Road, London SE1 7EH, UK
| | - Paul Blaker
- Department of Gastroenterology, 1st Floor College House, St Thomas' Hospital, Westminster Bridge Road, London SE1 7EH, UK
| | - Jeremy Sanderson
- Department of Gastroenterology, 1st Floor College House, St Thomas' Hospital, Westminster Bridge Road, London SE1 7EH, UK
| | - Anthony Marinaki
- Purine Research Laboratory, GSTS Pathology, Guy's & St Thomas' Hospital, Westminster Bridge Road, London SE1 7EH, UK.
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6th Golden Helix Pharmacogenomics Day: pharmacogenomics and individualized therapy. Hum Genomics 2012; 6:19. [PMID: 23157848 PMCID: PMC3505187 DOI: 10.1186/1479-7364-6-19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2012] [Accepted: 09/07/2012] [Indexed: 11/10/2022] Open
Abstract
The Golden Helix Pharmacogenomics Days are international scientific meetings aiming to educate healthcare professionals and biomedical scientists about pharmacogenomics and personalized medicine. In this meeting report, we provide an overview of the scientific lectures and the topics discussed during the 6th Golden Helix Pharmacogenomics Day that was held in Belgrade, Serbia last June 5, 2012. The scientific program included lectures by the local and international speakers from Europe and the United States.
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Blaker PA, Arenas-Hernandez M, Marinaki AM, Sanderson JD. The pharmacogenetic basis of individual variation in thiopurine metabolism. Per Med 2012; 9:707-725. [DOI: 10.2217/pme.12.85] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Thiopurines are an important class of immunosuppressive therapy, which have been used in clinical practice for over 50 years. Despite this extensive experience many of the pharmacodynamic and pharmacokinetic properties of these drugs remain unknown. As a consequence there is often no clear explanation for the individual variation in response to treatment, both in terms of efficacy or adverse drug reactions. This review, which emphasizes practice in gastroenterology, summarizes the current understanding of thiopurine drug metabolism and highlights the role of nongenetic and genetic factors other than TPMT, which should be a focus for future research. Correlation of polymorphic variations in these genes with clinical outcomes is expected to clarify the basis for interindividual differences in thiopurine metabolism and enable a more personalized approach to therapy.
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Affiliation(s)
- Paul Andrew Blaker
- Department of Gastroenterology, 1st Floor College House, St Thomas’ Hospital, Westminster Bridge Road, London, SE1 7EH, London, UK
| | - Monica Arenas-Hernandez
- The Purine Research Laboratory, Guy’s & St Thomas’ Hospitals NHS Foundation Trust , London, UK
| | - Anthony Marin Marinaki
- The Purine Research Laboratory, Guy’s & St Thomas’ Hospitals NHS Foundation Trust , London, UK
| | - Jeremy David Sanderson
- Department of Gastroenterology, 1st Floor College House, St Thomas’ Hospital, Westminster Bridge Road, London, SE1 7EH, London, UK
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25
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Funk-Keenan J, Sacco J, Wong YYA, Rasmussen S, Motsinger-Reif A, Trepanier LA. Evaluation of polymorphisms in the sulfonamide detoxification genes CYB5A and CYB5R3 in dogs with sulfonamide hypersensitivity. J Vet Intern Med 2012; 26:1126-33. [PMID: 22816446 DOI: 10.1111/j.1939-1676.2012.00965.x] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2012] [Revised: 05/09/2012] [Accepted: 05/22/2012] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND Delayed hypersensitivity (HS) reactions to potentiated sulfonamide antimicrobials occur in both dogs and humans, and involve an intermediate hydroxylamine metabolite that is detoxified by cytochrome b(5) and NADH cytochrome b(5) reductase. HYPOTHESIS/OBJECTIVES We hypothesized that polymorphisms in the genes (CYB5A and CYB5R3) encoding these 2 enzymes would be associated with risk of sulfonamide HS in dogs. ANIMALS A total of 18 dogs with delayed HS to potentiated sulfonamide antimicrobials and 16 dogs that tolerated (TOL) a therapeutic course of these drugs without adverse effect. METHODS CYB5A and CYB5R3 were sequenced from canine liver, and the promoter, exons, and 3' untranslated regions of both genes were resequenced from genomic DNA obtained from all dogs. RESULTS Multiple polymorphisms were found in both genes. When controlled for multiple comparisons, the 729GG variant in CYB5R3 was significantly overrepresented in dogs with sulfonamide HS (78% of dogs), compared to TOL dogs (31%; P = .003). CONCLUSIONS AND CLINICAL IMPORTANCE The CYB5R3 729GG variant may contribute to the risk of sulfonamide HS in dogs. Functional characterization of this polymorphism, as well as genotyping in a larger number of HS and TOL dogs, is warranted.
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Affiliation(s)
- J Funk-Keenan
- Department of Medical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706-1102, USA
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Georgitsi M, Zukic B, Pavlovic S, Patrinos GP. Transcriptional regulation and pharmacogenomics. Pharmacogenomics 2012; 12:655-73. [PMID: 21619428 DOI: 10.2217/pgs.10.215] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
Interindividual variable drug response is correlated with sequence alterations in genes encoding drug-metabolizing enzymes and transporters, affecting drug absorption, distribution, metabolism and excretion. This variable drug response may have an impact on disease therapeutic outcomes, tolerance to adverse drug reactions and even survival. Sequence alterations may occur not only within the coding region of a gene, but in its regulatory elements too, affecting gene transcription and gene-expression levels. Here, we provide a compilation of the current knowledge of pharmacogenomics related to transcription, with a focus on the effect of SNPs and short tandem repeats residing in cis-regulatory elements of 11 genes encoding for drug-metabolizing enzymes and drug transporters. In addition, we comment on two genes encoding enzymes that are drug targets themselves. Finally, we briefly discuss the currently available methodologies for clinically assessing pharmacogenomic profiles, which could potentially in the future facilitate drug treatment-individualization via the identification of molecular signatures in specific patient groups.
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Affiliation(s)
- Marianthi Georgitsi
- Department of Pharmacy, School of Health Sciences, University of Patras, 26504 Rion, Patras, Greece
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27
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Kotur N, Stankovic B, Kassela K, Georgitsi M, Vicha A, Leontari I, Dokmanovic L, Janic D, Krstovski N, Klaassen K, Radmilovic M, Stojiljkovic M, Nikcevic G, Simeonidis A, Sivolapenko G, Pavlovic S, Patrinos GP, Zukic B. 6-mercaptopurine influences TPMT gene transcription in a TPMT gene promoter variable number of tandem repeats-dependent manner. Pharmacogenomics 2012; 13:283-95. [DOI: 10.2217/pgs.11.153] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Aim: TPMT activity is characterized by a trimodal distribution, namely low, intermediate and high methylator. TPMT gene promoter contains a variable number of GC-rich tandem repeats (VNTRs), namely A, B and C, ranging from three to nine repeats in length in an AnBmC architecture. We have previously shown that the VNTR architecture in the TPMT gene promoter affects TPMT gene transcription. Materials, methods & results: Here we demonstrate, using reporter assays, that 6-mercaptopurine (6-MP) treatment results in a VNTR architecture-dependent decrease of TPMT gene transcription, mediated by the binding of newly recruited protein complexes to the TPMT gene promoter, upon 6-MP treatment. We also show that acute lymphoblastic leukemia patients undergoing 6-MP treatment display a VNTR architecture-dependent response to 6-MP. Conclusion: These data suggest that the TPMT gene promoter VNTR architecture can be potentially used as a pharmacogenomic marker to predict toxicity due to 6-MP treatment in acute lymphoblastic leukemia patients. Original submitted 27 July 2011; Revision submitted 24 October 2011
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Affiliation(s)
- Nikola Kotur
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Biljana Stankovic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Katerina Kassela
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, GR-26504, Greece
| | - Marianthi Georgitsi
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, GR-26504, Greece
| | - Anna Vicha
- Hematology Division, School of Health Sciences, Faculty of Medicine, University of Patras, Patras, GR-26504, Greece
| | - Iliana Leontari
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, GR-26504, Greece
| | - Lidija Dokmanovic
- University Children’s Hospital, School of Medicine, University of Belgrade, Belgrade, 11000, Serbia
| | - Dragana Janic
- University Children’s Hospital, School of Medicine, University of Belgrade, Belgrade, 11000, Serbia
| | - Nada Krstovski
- University Children’s Hospital, School of Medicine, University of Belgrade, Belgrade, 11000, Serbia
| | - Kristel Klaassen
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Milena Radmilovic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Maja Stojiljkovic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Gordana Nikcevic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - Argiris Simeonidis
- Hematology Division, School of Health Sciences, Faculty of Medicine, University of Patras, Patras, GR-26504, Greece
| | - Gregory Sivolapenko
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, GR-26504, Greece
| | - Sonja Pavlovic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
| | - George P Patrinos
- Department of Pharmacy, School of Health Sciences, University of Patras, Patras, GR-26504, Greece
| | - Branka Zukic
- Institute of Molecular Genetics & Genetic Engineering, University of Belgrade, Laboratory for Molecular Hematology, Belgrade, 11010, Serbia
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Elie V, de Beaumais T, Fakhoury M, Jacqz-Aigrain E. Pharmacogenetics and individualized therapy in children: immunosuppressants, antidepressants, anticancer and anti-inflammatory drugs. Pharmacogenomics 2011; 12:827-43. [PMID: 21692614 DOI: 10.2217/pgs.11.19] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Pharmacogenetic polymorphisms that change the amino acid sequences in coding regions only account for part of the interindividual differences in disease susceptibility and drug response. Additional pharmacogenomic and epigenetic factors are also involved. In children, pharmacogenetic studies are limited, although it has been clear for many years that the interactions between developmental patterns of drug-metabolizing enzymes and transporters have a major impact on dose exposure with age-specific dosage requirements. This article will analyze the factors affecting variability in drug response in children and focus on the pharmacogenetic polymorphisms of immunosuppressants, antidepressants, anticancer and anti-inflammatory drugs. Additional pharmacogenetic and epigenetic studies should be performed to allow the individualization of therapy in children.
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Affiliation(s)
- Valery Elie
- Department of Paediatric Pharmacology & Pharmacogenetics, Assistance Publique Hopitaux de Paris, Clinical Investigation Center APHP-Inserm CIC9202, University Paris VII Diderot, Hopital Robert Debré, 48 Boulevard Serurier, 75019 Paris, France
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29
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Stojiljkovic M, Zukic B, Tosic N, Karan-Djurasevic T, Spasovski V, Nikcevic G, Pavlovic S. Novel transcriptional regulatory element in the phenylalanine hydroxylase gene intron 8. Mol Genet Metab 2010; 101:81-3. [PMID: 20599406 DOI: 10.1016/j.ymgme.2010.05.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2010] [Revised: 05/17/2010] [Accepted: 05/17/2010] [Indexed: 01/03/2023]
Abstract
We present the first transcriptional regulatory element found in a PAH gene intron. The element is located in the PAH gene intron 8, acts as an enhancer specifically in the hepatoma cell line, and binds GATA-1 transcription factor. Herein the presented data could unlock a new area for the analysis of PAH gene expression and could contribute to refining genotype-phenotype correlation.
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Affiliation(s)
- Maja Stojiljkovic
- Institute of Molecular Genetics and Genetic Engineering, University of Belgrade, Vojvode Stepe 444a, Belgrade, Serbia.
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Individualized Therapy: Role of Thiopurine S-Methyltransferase Protein and Genetic Variants. J Med Biochem 2010. [DOI: 10.2478/v10011-010-0023-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Individualized Therapy: Role of Thiopurine S-Methyltransferase Protein and Genetic VariantsThiopurine S-methyltransferase (TPMT: EC 2.1.1.67) is an enzyme that metabolizes immunosuppressive thiopurine medications, used in the treatment of autoimmune diseases, cancer and in transplantation medicine. In some individuals, TPMT enzyme activity is significantly increased or decreased compared to the normal TPMT activity level. Structural and biochemical analyses of the TPMT protein revealed the existence of certain protein variants with altered activity. It has been shown that certain TPMT gene polymorphisms exist, that define different TPMT allozymes. Decreased TPMT enzyme activity can also be a consequence of lower protein synthesis, which depends on the promoter transcription activity. Promoter polymorphisms, such as variable number of tandem repeats (VNTR), can modulate the transcription. Administering thiopurine drugs in patients with certain genetic TPMT variants leads to severe hematologic toxicity. To avoid toxicity, therapy is being modified according to the TPMT genotype (pharmacogenetics). We investigated the polymorphisms in exons and regulatory elements (promoter) of the TPMT gene which affect TPMT enzyme activity in the Serbian population. We used PCR-based methodology and sequencing in the detection of genetic variants on TPMT gene. We showed that genetic variants in exons account for 7.5% of all TPMT variants with decreased enzyme activity. The therapy for patients with these pharmacogenetic markers was modified, which contributed to the efficiency of treatment. Functional assaysin vitroshowed that the TPMT promoter activity and, therefore, the quantity of TPMT protein synthesized, depended on the architecture of VNTRs (i.e. number and type) in the promoter. Promoter of the TPMT gene specifically responds to mercaptopurine treatment of K562 cells in a VNTR-dependent manner. Study of DNA-protein interactions revealed that Sp1 and Sp3 transcription factors interact with VNTRs. Our research pointed out that the VNTR promoter region of the TPMT gene could become a new pharmacogenetic marker, clinically significant for the individualization of thiopurine therapy.
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