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1.
Nucleic Acids Res ; 52(D1): D622-D632, 2024 Jan 05.
Artículo en Inglés | MEDLINE | ID: mdl-37930845

RESUMEN

Modern medicine is increasingly focused on personalized medicine, and multi-omics data is crucial in understanding biological phenomena and disease mechanisms. Each ethnic group has its unique genetic background with specific genomic variations influencing disease risk and drug response. Therefore, multi-omics data from specific ethnic populations are essential for the effective implementation of personalized medicine. Various prospective cohort studies, such as the UK Biobank, All of Us and Lifelines, have been conducted worldwide. The Tohoku Medical Megabank project was initiated after the Great East Japan Earthquake in 2011. It collects biological specimens and conducts genome and omics analyses to build a basis for personalized medicine. Summary statistical data from these analyses are available in the jMorp web database (https://jmorp.megabank.tohoku.ac.jp), which provides a multidimensional approach to the diversity of the Japanese population. jMorp was launched in 2015 as a public database for plasma metabolome and proteome analyses and has been continuously updated. The current update will significantly expand the scale of the data (metabolome, genome, transcriptome, and metagenome). In addition, the user interface and backend server implementations were rewritten to improve the connectivity between the items stored in jMorp. This paper provides an overview of the new version of the jMorp.


Asunto(s)
Bases de Datos Genéticas , Multiómica , Población , Medicina de Precisión , Humanos , Genómica/métodos , Japón , Estudios Prospectivos , Población/genética
2.
J Epidemiol ; 2024 Feb 24.
Artículo en Inglés | MEDLINE | ID: mdl-38403692

RESUMEN

BACKGROUND: The purpose of this study was to report the basic profile of the Miyagi Prefecture part of a repeated center-based survey during the second period (2nd period survey) of the Tohoku Medical Megabank Community-Based Cohort Study (TMM CommCohort Study), as well as the participants' characteristics based on their participation type in the baseline survey. METHODS: The 2nd period survey, conducted from June 2017 to March 2021, included participants of the TMM CommCohort Study (May 2013 to March 2016). In addition to the questionnaire, blood, urine, and physiological function tests were performed during the 2nd period survey. There were three main ways of participation in the baseline survey: Type 1, Type 1 additional, or Type 2 survey. The 2nd period survey was conducted in the same manner as the Type 2 survey, which was based on the community support center (CSC). RESULTS: In Miyagi Prefecture, 29,383 (57.7%) of 50,967 participants participated in the 2nd period survey. The participation rate among individuals who had visited the CSC was approximately 80%. Although some factors differed depending on the participation type in the baseline survey, the 2nd period survey respondents in the Type 1 and Type 2 survey groups at baseline had similar traits. CONCLUSIONS: The 2nd period survey of the TMM CommCohort Study provided detailed follow-up information. Following up on the health conditions of the participants will clarify the long-term effects of disasters and contribute to personalized prevention.

3.
Biol Pharm Bull ; 47(3): 620-628, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38479886

RESUMEN

One of the members of CYP, a monooxygenase, CYP2A13 is involved in the metabolism of nicotine, coumarin, and tobacco-specific nitrosamine. Genetic polymorphisms have been identified in CYP2A13, with reported loss or reduction in enzymatic activity in CYP2A13 allelic variants. This study aimed to unravel the mechanism underlying the diminished enzymatic activity of CYP2A13 variants by investigating their three-dimensional structures through molecular dynamics (MD) simulations. For each variant, MD simulations of 1000 ns were performed, and the obtained results were compared with those of the wild type. The findings indicated alterations in the interaction with heme in CYP2A13.4, .6, .8, and .9. In the case of CYP2A13.5, observable effects on the helix structure related to the interaction with the redox partner were identified. These conformational changes were sufficient to cause a decrease in enzyme activity in the variants. Our findings provide valuable insights into the molecular mechanisms associated with the diminished activity in the CYP2A13 polymorphisms.


Asunto(s)
Simulación de Dinámica Molecular , Nitrosaminas , Polimorfismo Genético , Nicotina , Oxidación-Reducción , Citocromo P-450 CYP2A6/genética
4.
Drug Metab Dispos ; 51(7): 884-891, 2023 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-37041084

RESUMEN

Single-nucleotide substitutions of human flavin-containing monooxygenase 3 (FMO3) identified in the whole-genome sequences of the updated Japanese population reference panel (now containing 38,000 subjects) were investigated. In this study, two stop codon mutations, two frameshifts, and 43 amino-acid-substituted FMO3 variants were identified. Among these 47 variants, one stop codon mutation, one frameshift, and 24 substituted variants were already recorded in the National Center for Biotechnology Information database. Functionally impaired FMO3 variants are known to be associated with the metabolic disorder trimethylaminuria; consequently, the enzymatic activities of the 43 substituted FMO3 variants were investigated. Twenty-seven recombinant FMO3 variants expressed in bacterial membranes had similar activities toward trimethylamine N-oxygenation (∼75%-125%) to that of wild-type FMO3 (98 minutes-1). However, six recombinant FMO3 variants (Arg51Gly, Val283Ala, Asp286His, Val382Ala, Arg387His, and Phe451Leu) had moderately decreased (∼50%) activities toward trimethylamine N-oxygenation, and 10 recombinant FMO3 variants (Gly11Asp, Gly39Val, Met66Lys, Asn80Lys, Val151Glu, Gly193Arg, Arg387Cys, Thr453Pro, Leu457Trp, and Met497Arg) showed severely decreased FMO3 catalytic activity (<10%). Because of the known deleterious effects of FMO3 C-terminal stop codons, the four truncated FMO3 variants (Val187SerfsTer25, Arg238Ter, Lys416SerfsTer72, and Gln427Ter) were suspected to be inactive with respect to trimethylamine N-oxygenation. The FMO3 p.Gly11Asp and p.Gly193Arg variants were located within the conserved sequences of flavin adenine dinucleotide (positions 9-14) and NADPH (positions 191-196) binding sites, which are important for FMO3 catalytic function. Whole-genome sequence data and kinetic analyses revealed that 20 of the 47 nonsense or missense FMO3 variants had moderately or severely impaired activity toward N-oxygenation of trimethylaminuria. SIGNIFICANCE STATEMENT: The number of single-nucleotide substitutions in human flavin-containing monooxygenase 3 (FMO3) recorded in the expanded Japanese population reference panel database was updated. One stop mutation, FMO3 p.Gln427Ter; one frameshift (p.Lys416SerfsTer72); and 19 novel amino-acid-substituted FMO3 variants were identified, along with p.Arg238Ter, p.Val187SerfsTer25, and 24 amino-acid-substituted variants already recorded with reference SNP (rs) numbers. Recombinant FMO3 Gly11Asp, Gly39Val, Met66Lys, Asn80Lys, Val151Glu, Gly193Arg, Arg387Cys, Thr453Pro, Leu457Trp, and Met497Arg variants showed severely decreased FMO3 catalytic activity, possibly associated with the trimethylaminuria.


Asunto(s)
Nucleótidos , Oxigenasas , Humanos , Codón de Terminación , Oxigenasas/genética , Oxigenasas/metabolismo
5.
Drug Metab Dispos ; 51(2): 165-173, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36414408

RESUMEN

The drug 5-fluorouracil (5-FU) is the first-choice chemotherapeutic agent against advanced-stage cancers. However, 10% to 30% of treated patients experience grade 3 to 4 toxicity. The deficiency of dihydropyrimidinase (DHPase), which catalyzes the second step of the 5-FU degradation pathway, is correlated with the risk of developing toxicity. Thus, genetic polymorphisms within DPYS, the DHPase-encoding gene, could potentially serve as predictors of severe 5-FU-related toxicity. We identified 12 novel DPYS variants in 3554 Japanese individuals, but the effects of these mutations on function remain unknown. In the current study, we performed in vitro enzymatic analyses of the 12 newly identified DHPase variants. Dihydrouracil or dihydro-5-FU hydrolytic ring-opening kinetic parameters, Km and Vmax , and intrinsic clearance (CLint = Vmax /Km ) of the wild-type DHPase and eight variants were measured. Five of these variants (R118Q, H295R, T418I, Y448H, and T513A) showed significantly reduced CLint compared with that in the wild-type. The parameters for the remaining four variants (V59F, D81H, T136M, and R490H) could not be determined as dihydrouracil and dihydro-5-FU hydrolytic ring-opening activity was undetectable. We also determined DHPase variant protein stability using cycloheximide and bortezomib. The mechanism underlying the observed changes in the kinetic parameters was clarified using blue-native polyacrylamide gel electrophoresis and three-dimensional structural modeling. The results suggested that the decrease or loss of DHPase enzymatic activity was due to reduced stability and oligomerization of DHPase variant proteins. Our findings support the use of DPYS polymorphisms as novel pharmacogenomic markers for predicting severe 5-FU-related toxicity in the Japanese population. SIGNIFICANCE STATEMENT: DHPase contributes to the degradation of 5-fluorouracil, and genetic polymorphisms that cause decreased activity of DHPase can cause severe toxicity. In this study, we performed functional analysis of 12 DHPase variants in the Japanese population and identified 9 genetic polymorphisms that cause reduced DHPase function. In addition, we found that the ability to oligomerize and the conformation of the active site are important for the enzymatic activity of DHPase.


Asunto(s)
Pueblos del Este de Asia , Fluorouracilo , Humanos , Amidohidrolasas/metabolismo , Fluorouracilo/efectos adversos , Fluorouracilo/metabolismo , Polimorfismo Genético/genética
6.
Drug Metab Dispos ; 51(12): 1561-1568, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37775333

RESUMEN

Cytochrome P450 4F2 (CYP4F2) is an enzyme that is involved in the metabolism of arachidonic acid (AA), vitamin E and K, and xenobiotics including drugs. CYP4F2*3 polymorphism (rs2108622; c.1297G>A; p.Val433Met) has been associated with hypertension, ischemic stroke, and variation in the effectiveness of the anticoagulant drug warfarin. In this study, we characterized wild-type CYP4F2 and 28 CYP4F2 variants, including a Val433Met substitution, detected in 8380 Japanese subjects. The CYP4F2 variants were heterologously expressed in 293FT cells to measure the concentrations of CYP4F2 variant holoenzymes using carbon monoxide-reduced difference spectroscopy, where the wild type and 18 holoenzyme variants showed a peak at 450 nm. Kinetic parameters [Vmax , substrate concentration producing half of Vmax (S50 ), and intrinsic clearance (CL int ) as Vmax /S50 ] of AA ω-hydroxylation were determined for the wild type and 21 variants with enzyme activity. Compared with the wild type, two variants showed significantly decreased CL int values for AA ω-hydroxylation. The values for seven variants could not be determined because no enzymatic activity was detected at the highest substrate concentration used. Three-dimensional structural modeling was performed to determine the reason for reduced enzymatic activity of the CYP4F2 variants. Our findings contribute to a better understanding of CYP4F2 variant-associated diseases and possible future therapeutic strategies. SIGNIFICANCE STATEMENT: CYP4F2 is involved in the metabolism of arachidonic acid and vitamin K, and CYP4F2*3 polymorphisms have been associated with hypertension and variation in the effectiveness of the anticoagulant drug warfarin. This study presents a functional analysis of 28 CYP4F2 variants identified in Japanese subjects, demonstrating that seven gene polymorphisms cause loss of CYP4F2 function, and proposes structural changes that lead to altered function.


Asunto(s)
Familia 4 del Citocromo P450 , Hipertensión , Warfarina , Humanos , Anticoagulantes , Ácido Araquidónico/metabolismo , Familia 4 del Citocromo P450/genética , Familia 4 del Citocromo P450/metabolismo , Pueblos del Este de Asia , Hidroxilación
7.
Biol Pharm Bull ; 46(3): 455-463, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36858575

RESUMEN

CYP3A4, which contributes to the metabolism of more than 30% of clinically used drugs, exhibits high variation in its activity; therefore, predicting CYP3A4 activity before drug treatment is vital for determining the optimal dosage for each patient. We aimed to develop and validate an LC-tandem mass spectrometry (LC-MS/MS) method that simultaneously measures the levels of CYP3A4 activity-related predictive biomarkers (6ß-hydroxycortisol (6ß-OHC), cortisol (C), 1ß-hydroxydeoxycholic acid (1ß-OHDCA), and deoxycholic acid (DCA)). Chromatographic separation was achieved using a YMC-Triart C18 column and a gradient flow of the mobile phase comprising deionized water/25% ammonia solution (100 : 0.1, v/v) and methanol/acetonitrile/25% ammonia solution (50 : 50 : 0.1, v/v/v). Selective reaction monitoring in the negative-ion mode was used for MS/MS, and run times of 33 min were used. All analytes showed high linearity in the range of 3-3000 ng/mL. Additionally, their concentrations in urine samples derived from volunteers were analyzed via treatment with deconjugation enzymes, ignoring inter-individual differences in the variation of other enzymatic activities. Our method satisfied the analytical validation criteria under clinical conditions. Moreover, the concentrations of each analyte were quantified within the range of calibration curves for all urine samples. The conjugated forms of each analyte were hydrolyzed to accurately examine CYP3A4 activity. Non-invasive urine sampling employed herein is an effective alternative to invasive plasma sampling. The analytically validated simultaneous quantification method developed in this study can be used to predict CYP3A4 activity in precision medicine and investigate the potential clinical applications of CYP3A4 biomarkers (6ß-OHC/C and 1ß-OHDCA/DCA ratios).


Asunto(s)
Espectrometría de Masas en Tándem , Humanos , Amoníaco , Calibración , Cromatografía Liquida , Citocromo P-450 CYP3A/metabolismo
8.
Pharmacol Res ; 176: 106087, 2022 02.
Artículo en Inglés | MEDLINE | ID: mdl-35033648

RESUMEN

Inter-individual variability in pharmacokinetics and drug response is heavily influenced by single-nucleotide variants (SNVs) and copy-number variations (CNVs) in genes with importance for drug disposition. Nowadays, a plethora of studies implement next generation sequencing to capture rare and novel pharmacogenomic (PGx) variants that influence drug response. To address these issues, we present a comprehensive end-to-end analysis workflow, beginning from targeted PGx panel re-sequencing to in silico analysis pipelines and in vitro validation assays. Specifically, we show that novel pharmacogenetic missense variants that are predicted or putatively predicted to be functionally deleterious, significantly alter protein activity levels of CYP2D6 and CYP2C19 proteins. We further demonstrate that variant priorization pipelines tailored with functional in vitro validation assays provide supporting evidence for the deleterious effect of novel PGx variants. The proposed workflow could provide the basis for integrating next-generation sequencing for PGx testing into routine clinical practice.


Asunto(s)
Citocromo P-450 CYP2C19/genética , Citocromo P-450 CYP2D6/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Variantes Farmacogenómicas , Algoritmos , Línea Celular , Simulación por Computador , Citocromo P-450 CYP2C19/metabolismo , Citocromo P-450 CYP2D6/metabolismo , Sistema Enzimático del Citocromo P-450/genética , Citocromos b5/genética , Dextrometorfano/metabolismo , Humanos , Mefenitoína/metabolismo , Microsomas/metabolismo , Mutación Missense , Reproducibilidad de los Resultados
9.
J Pharmacol Sci ; 149(4): 198-204, 2022 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-35717073

RESUMEN

To prevent the onset and aggravation of allergic diseases, it is necessary to modulate excessive Th2-type immune responses. It is well accepted that thymic stromal lymphopoietin (TSLP) plays important roles in the change of Th1/Th2 balance to Th2 dominance and would be a druggable target. In this study, using a drug repositioning strategy, we identified 6-(2-amino-4-phenylpyrimidine-5-yl)-2-isopropylpyridazin-3(2H)-one (FK3453) as a novel inhibitor of TSLP production. FK3453 inhibited constitutive production of TSLP in the KCMH-1 mouse keratinocyte cell line and 12-O-tetradecanoylphorbol-13-acetate (TPA)-induced one in PAM212 cells. FK3453 also inhibited TSLP mRNA expression induced by a mixture of tumor necrosis factor alpha (TNF-α), interleukin (IL)-4, fibroblast-stimulation lipopeptide-1, and protease activated-receptor agonist and TPA in normal human epidermal keratinocytes (NHEKs). Although FK3453 inhibited TPA-induced IL-33 expression in NHEKs in addition to TSLP, it did not inhibit TNF-α and IL-6 production. In addition, FK3453 did not inhibit MAP kinase (ERK) phosphorylation. We have confirmed that topical treatment with FK3453 inhibited TSLP production in the lipopolysaccharide-induced air pouch-type inflammation model. FK3453 could be a lead compound for a novel type of medicine which prevents the onset and aggravation of allergic diseases.


Asunto(s)
Hipersensibilidad , Factor de Necrosis Tumoral alfa , Animales , Citocinas/metabolismo , Queratinocitos/metabolismo , Ratones , Piridazinas , Pirimidinas , Factor de Necrosis Tumoral alfa/metabolismo , Linfopoyetina del Estroma Tímico
10.
J Hum Genet ; 66(2): 139-149, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-32759992

RESUMEN

Next-generation sequencing (NGS) has identified variations in cytochrome P450 (CYP) 2D6 associated with drug responses. However, determination of novel haplotypes is difficult because of the short reads generated by NGS. We aimed to identify novel CYP2D6 variants in the Japanese population and predict the CYP2D6 phenotype based on in vitro metabolic studies. Using a targeted NGS panel (PKSeq), 990 Japanese genomes were sequenced, and then novel CYP2D6 haplotypes were determined. Km, Vmax, and intrinsic clearance (Vmax/Km) of N-desmethyl-tamoxifen 4-hydroxylation were calculated by in vitro metabolic studies using cDNA-expressed CYP2D6 proteins. After determination of the CYP2D6 diplotypes, phenotypes of the individuals were predicted based on the in vitro metabolic activities. Targeted NGS identified 14 CYP2D6 variants not registered in the Pharmacogene Variation Consortium (PharmVar) database. Ten novel haplotypes were registered as CYP2D6*128 to *137 alleles in the PharmVar database. Based on the Vmax/Km value of each allele, *128, *129, *130, *131, *132, and *133 were predicted to be nonfunctional alleles. According to the results of the present study, six normal metabolizers (NM) and one intermediate (IM) metabolizers were designated as IM and poor metabolizers (PM), respectively. Our findings provide important insights into novel haplotypes and haplotypes of CYP2D6 and the effects on in vitro metabolic activities.


Asunto(s)
Citocromo P-450 CYP2D6/genética , Fibroblastos/patología , Haplotipos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Trastornos Mentales/patología , Neoplasias/patología , Tamoxifeno/farmacología , Citocromo P-450 CYP2D6/metabolismo , Antagonistas de Estrógenos/farmacología , Fibroblastos/efectos de los fármacos , Fibroblastos/metabolismo , Genotipo , Humanos , Trastornos Mentales/genética , Neoplasias/genética , Fenotipo
11.
Drug Metab Dispos ; 49(3): 212-220, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33384383

RESUMEN

CYP3A4 is among the most abundant liver and intestinal drug-metabolizing cytochrome P450 enzymes, contributing to the metabolism of more than 30% of clinically used drugs. Therefore, interindividual variability in CYP3A4 activity is a frequent cause of reduced drug efficacy and adverse effects. In this study, we characterized wild-type CYP3A4 and 40 CYP3A4 variants, including 11 new variants, detected among 4773 Japanese individuals by assessing CYP3A4 enzymatic activities for two representative substrates (midazolam and testosterone). The reduced carbon monoxide-difference spectra of wild-type CYP3A4 and 31 CYP3A4 variants produced with our established mammalian cell expression system were determined by measuring the increase in maximum absorption at 450 nm after carbon monoxide treatment. The kinetic parameters of midazolam and testosterone hydroxylation by wild-type CYP3A4 and 29 CYP3A4 variants (K m , k cat , and catalytic efficiency) were determined, and the causes of their kinetic differences were evaluated by three-dimensional structural modeling. Our findings offer insight into the mechanism underlying interindividual differences in CYP3A4-dependent drug metabolism. Moreover, our results provide guidance for improving drug administration protocols by considering the information on CYP3A4 genetic polymorphisms. SIGNIFICANCE STATEMENT: CYP3A4 metabolizes more than 30% of clinically used drugs. Interindividual differences in drug efficacy and adverse-effect rates have been linked to ethnicity-specific differences in CYP3A4 gene variants in Asian populations, including Japanese individuals, indicating the presence of CYP3A4 polymorphisms resulting in the increased expression of loss-of-function variants. This study detected alterations in CYP3A4 activity due to amino acid substitutions by assessing the enzymatic activities of coding variants for two representative CYP3A4 substrates.


Asunto(s)
Citocromo P-450 CYP3A/genética , Citocromo P-450 CYP3A/metabolismo , Variación Genética/fisiología , Midazolam/metabolismo , Esteroide Hidroxilasas/metabolismo , Testosterona/metabolismo , Estudios de Cohortes , Citocromo P-450 CYP3A/química , Moduladores del GABA/metabolismo , Células HEK293 , Humanos , Hidroxilación/fisiología , Estructura Secundaria de Proteína
12.
Int J Mol Sci ; 22(18)2021 Sep 19.
Artículo en Inglés | MEDLINE | ID: mdl-34576282

RESUMEN

Cytochrome P450 (CYP) 2A6 is a monooxygenase involved in the metabolism of various endogenous and exogenous chemicals, such as nicotine and therapeutic drugs. The genetic polymorphisms in CYP2A6 are a cause of individual variation in smoking behavior and drug toxicities. The enzymatic activities of the allelic variants of CYP2A6 were analyzed in previous studies. However, the three-dimensional structures of the mutants were not investigated, and the mechanisms underlying activity reduction remain unknown. In this study, to investigate the structural changes involved in the reduction in enzymatic activities, we performed molecular dynamics simulations for ten allelic mutants of CYP2A6. For the calculated wild type structure, no significant structural changes were observed in comparison with the experimental structure. On the other hand, the mutations affected the interaction with heme, substrates, and the redox partner. In CYP2A6.44, a structural change in the substrate access channel was also observed. Those structural effects could explain the alteration of enzymatic activity caused by the mutations. The results of simulations provide useful information regarding the relationship between genotype and phenotype.


Asunto(s)
Citocromo P-450 CYP2A6/química , Citocromo P-450 CYP2A6/genética , Simulación de Dinámica Molecular , Polimorfismo Genético , Secuencia de Aminoácidos , Hemo/metabolismo , Humanos , Enlace de Hidrógeno , Cinética , Proteínas Mutantes/química , Oxidación-Reducción , Estructura Secundaria de Proteína , Especificidad por Sustrato
13.
J Immunol ; 200(8): 2670-2676, 2018 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-29500243

RESUMEN

Many classical vaccines contain whole pathogens and, thus, may occasionally induce adverse effects, such as inflammation. Vaccines containing purified rAgs resolved this problem, but, owing to their low antigenicity, they require adjuvants. Recently, the use of several cytokines, including thymic stromal lymphopoietin (TSLP), has been proposed for this purpose. However, it is difficult to use cytokines as vaccine adjuvants in clinical practice. In this study, we examined the effects of all-trans retinoic acid (atRA) on TSLP production and Ag-induced Ab production. Application of atRA onto the ear lobes of mice selectively induced TSLP production without inducing apparent inflammation. The effects appeared to be regulated via retinoic acid receptors γ and α. Treatment with atRA was observed to enhance OVA-induced specific Ab production; however, this effect was completely absent in TSLP receptor-knockout mice. An enhancement in Ab production was also observed when recombinant hemagglutinin was used as the Ag. In conclusion, atRA was an effective adjuvant through induction of TSLP production. Therefore, we propose that TSLP-inducing low m.w. compounds, such as atRA, may serve as effective adjuvants for next-generation vaccines.


Asunto(s)
Formación de Anticuerpos/inmunología , Citocinas/inmunología , Tretinoina/inmunología , Animales , Antígenos/inmunología , Femenino , Hemaglutininas/inmunología , Inflamación/inmunología , Masculino , Ratones , Ratones Endogámicos BALB C , Ratones Endogámicos C57BL , Ratones Endogámicos ICR , Ratones Noqueados , Linfopoyetina del Estroma Tímico
14.
Pharmacogenomics J ; 19(2): 115-126, 2019 04.
Artículo en Inglés | MEDLINE | ID: mdl-30206299

RESUMEN

Prediction of phenotypic consequences of mutations constitutes an important aspect of precision medicine. Current computational tools mostly rely on evolutionary conservation and have been calibrated on variants associated with disease, which poses conceptual problems for assessment of variants in poorly conserved pharmacogenes. Here, we evaluated the performance of 18 current functionality prediction methods leveraging experimental high-quality activity data from 337 variants in genes involved in drug metabolism and transport and found that these models only achieved probabilities of 0.1-50.6% to make informed conclusions. We therefore developed a functionality prediction framework optimized for pharmacogenetic assessments that significantly outperformed current algorithms. Our model achieved 93% for both sensitivity and specificity for both loss-of-function and functionally neutral variants, and we confirmed its superior performance using cross validation analyses. This novel model holds promise to improve the translation of personal genetic information into biological conclusions and pharmacogenetic recommendations, thereby facilitating the implementation of Next-Generation Sequencing data into clinical diagnostics.


Asunto(s)
Privacidad Genética , Inactivación Metabólica/genética , Farmacogenética/tendencias , Variantes Farmacogenómicas/genética , Algoritmos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Humanos , Mutación Missense/genética , Pruebas de Farmacogenómica/métodos , Medicina de Precisión
15.
Genet Med ; 20(6): 622-629, 2018 06.
Artículo en Inglés | MEDLINE | ID: mdl-29261188

RESUMEN

PurposeVariability in pharmacokinetics and drug response is shaped by single-nucleotide variants (SNVs) as well as copy-number variants (CNVs) in genes with importance for drug absorption, distribution, metabolism, and excretion (ADME). While SNVs have been extensively studied, a systematic assessment of the CNV landscape in ADME genes is lacking.MethodsWe integrated data from 2,504 whole genomes from the 1000 Genomes Project and 59,898 exomes from the Exome Aggregation Consortium to identify CNVs in 208 relevant pharmacogenes.ResultsWe describe novel exonic deletions and duplications in 201 (97%) of the pharmacogenes analyzed. The deletions are population-specific and frequencies range from singletons up to 1%, accounting for >5% of all loss-of-function alleles in up to 42% of the genes studied. We experimentally confirmed novel deletions in CYP2C19, CYP4F2, and SLCO1B3 by Sanger sequencing and validated their allelic frequencies in selected populations.ConclusionCNVs are an additional source of pharmacogenetic variability with important implications for drug response and personalized therapy. This, together with the important contribution of rare alleles to the variability of pharmacogenes, emphasizes the necessity of comprehensive next-generation sequencing-based genotype identification for an accurate prediction of the genetic variability of drug pharmacokinetics.


Asunto(s)
Variaciones en el Número de Copia de ADN/genética , Variantes Farmacogenómicas/genética , Alelos , Biomarcadores Farmacológicos , Citocromo P-450 CYP2C19/genética , Familia 4 del Citocromo P450/genética , Bases de Datos Genéticas , Exoma , Frecuencia de los Genes/genética , Genotipo , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Análisis de Secuencia por Matrices de Oligonucleótidos , Farmacogenética/métodos , Farmacocinética , Polimorfismo de Nucleótido Simple/genética , Análisis de Secuencia de ADN , Miembro 1B3 de la Familia de los Transportadores de Solutos de Aniones Orgánicos/genética
16.
Drug Metab Dispos ; 46(8): 1083-1090, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29769267

RESUMEN

Dihydropyrimidine dehydrogenase (DPD, EC 1.3.1.2), encoded by the DPYD gene, is the rate-limiting enzyme in the degradation pathway of endogenous pyrimidine and fluoropyrimidine drugs such as 5-fluorouracil (5-FU). DPD catalyzes the reduction of uracil, thymine, and 5-FU. In Caucasians, DPYD mutations, including DPYD*2A, DPYD*13, c.2846A>T, and c.1129-5923C>G/hapB3, are known to contribute to interindividual variations in the toxicity of 5-FU; however, none of these DPYD polymorphisms has been identified in the Asian population. Recently, 21 DPYD allelic variants, including some novel single-nucleotide variants (SNVs), were identified in 1070 healthy Japanese individuals by analyzing their whole-genome sequences (WGSs), but the functional alterations caused by these variants remain unknown. In this study, in vitro analysis was performed on 22 DPD allelic variants by transiently expressing wild-type DPD and 21 DPD variants in 293FT cells and characterizing their enzymatic activities using 5-FU as a substrate. DPD expression levels and dimeric forms were determined using immunoblotting and blue-native PAGE, respectively. Additionally, the values of three kinetic parameters-the Michaelis constant (Km ), maximum velocity (Vmax ), and intrinsic clearance (CLint = Vmax/Km )-were determined for the reduction of 5-FU. Eleven variants exhibited significantly decreased intrinsic clearance compared with wild-type DPD. Moreover, the band patterns observed in the immunoblots of blue-native gels indicated that DPD dimerization is required for enzymatic activity in DPD. Thus, the detection of rare DPYD variants might facilitate severe adverse effect prediction of 5-FU-based chemotherapy in the Japanese population.


Asunto(s)
Pueblo Asiatico/genética , Dihidrouracilo Deshidrogenasa (NADP)/genética , Polimorfismo Genético/genética , Alelos , Antimetabolitos Antineoplásicos/metabolismo , Línea Celular , Dihidrouracilo Deshidrogenasa (NADP)/metabolismo , Fluorouracilo/metabolismo , Células HEK293 , Humanos , Polimorfismo Genético/efectos de los fármacos , Pirimidinas/metabolismo
17.
Drug Metab Dispos ; 45(3): 279-285, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-27974382

RESUMEN

CYP2A6, a member of the cytochrome P450 (P450) family, is one of the enzymes responsible for the metabolism of therapeutic drugs and such tobacco components as nicotine, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone, and N-nitrosodiethylamine. Genetic polymorphisms in CYP2A6 are associated with individual variation in smoking behavior, drug toxicities, and the risk of developing several cancers. In this study, we conducted an in vitro analysis of 34 allelic variants of CYP2A6 using nicotine and coumarin as representative CYP2A6 substrates. These variant CYP2A6 proteins were heterologously expressed in 293FT cells, and their enzymatic activities were assessed on the basis of nicotine C-oxidation and coumarin 7-hydroxylation activities. Among the 34 CYP2A6 variants, CYP2A6.2, CYP2A6.5, CYP2A6.6, CYP2A6.10, CYP2A6.26, CYP2A6.36, and CYP2A6.37 exhibited no enzymatic activity, whereas 14 other variants exhibited markedly reduced activity toward both nicotine and coumarin. These comprehensive in vitro findings may provide useful insight into individual differences in smoking behavior, drug efficacy, and cancer susceptibility.


Asunto(s)
Cumarinas/metabolismo , Citocromo P-450 CYP2A6/genética , Citocromo P-450 CYP2A6/metabolismo , Nicotina/metabolismo , Polimorfismo Genético , Alelos , Cotinina/metabolismo , Citocromo P-450 CYP2A6/química , Células HEK293 , Humanos , Hidroxilación , Cinética , Microsomas/enzimología , Microsomas/metabolismo , Modelos Moleculares , Oxidación-Reducción , Especificidad por Sustrato , Transfección , Umbeliferonas/metabolismo
18.
Exp Dermatol ; 26(10): 868-874, 2017 10.
Artículo en Inglés | MEDLINE | ID: mdl-28191674

RESUMEN

Histamine regulates various inflammatory reactions. We have reported that the expression of histidine decarboxylase (HDC) was induced by subcutaneous implantation of nickel (Ni) wire. However, the source and functions of histamine in Ni elution and Ni wire-induced inflammation have not been completely studied. We aimed to elucidate the effects of de novo synthesized histamine on leucocyte infiltration and Ni elution. Implantation of Ni wire induced an increase in the Ni ion content of the surrounding tissues and serum and in the mRNA levels of HDC, a histamine-producing enzyme, macrophage inflammatory protein-2 (MIP-2), a chemoattractant for neutrophils, and monocyte chemoattractant protein-1 (MCP-1), a chemoattractant for monocytes. The Ni wire induced HDC expression even in mast cell-deficient WBB6F1-W/WV mice. In HDC knockout (HDC KO) mice, the Ni wire-induced increase in MIP-2 mRNA expression was significantly higher than that in wild-type mice but not MCP-1. MIP-2 expression was enhanced in histamine H2 receptor knockout (H2R KO) mice but not in WBB6F1-W/WV mice. Histamine inhibited NiCl2 -induced MIP-2 mRNA expression in mouse bone marrow-derived macrophages (BMDMs) obtained from wild-type mice; this inhibition was not observed in BMDMs from H2R KO mice. Ni elution increased in HDC KO mice, in which leucocyte infiltration also increased, and was suppressed in mice treated with neutrophil-specific antibody. These results suggest that the Ni wire induced HDC expression in non-mast cells and that, in the chronic phase of inflammation, endogenous histamine reduced Ni elution, probably through regulation of MIP-2 expression and neutrophil migration.


Asunto(s)
Movimiento Celular , Histamina/metabolismo , Inflamación/metabolismo , Neutrófilos/fisiología , Níquel/metabolismo , ARN Mensajero/metabolismo , Animales , Células Cultivadas , Quimiocina CCL2/genética , Quimiocina CCL2/metabolismo , Quimiocina CXCL2/genética , Quimiocina CXCL2/metabolismo , Regulación hacia Abajo , Expresión Génica/efectos de los fármacos , Histamina/farmacología , Histidina Descarboxilasa/genética , Histidina Descarboxilasa/metabolismo , Inflamación/etiología , Inflamación/genética , Macrófagos/efectos de los fármacos , Masculino , Ratones , Ratones Endogámicos C57BL , Ratones Noqueados , Níquel/efectos adversos , Níquel/farmacología , Prótesis e Implantes , Receptores Histamínicos H2/genética
19.
Cell Immunol ; 302: 19-25, 2016 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-26786889

RESUMEN

Thymic stromal lymphopoietin (TSLP) is regarded as the main factor responsible for the pathogenesis of atopic dermatitis (AD). Cigarette smoke is an aggravating factor for allergies, but has been reported to decrease the risk of AD. In the present study, we evaluated the role of nicotine, the main constituent in cigarette smoke extract, and its underlying mechanism of action in the regulation of TSLP expression. We found that nicotine significantly inhibited 12-O-tetradecanoylphorbol-13-acetate (TPA)-induced TSLP expression in BALB/c mice and the mouse keratinocyte cell line PAM212. Nicotine inhibition of TSLP production was abolished by pretreatments with α7 nicotinic acetylcholine receptor (α7 nAChR) antagonists, AMP-activated protein kinase (AMPK) inhibitor, and phosphoinositide 3-kinase (PI3K) inhibitors. The same inhibitors abolished inhibition of nuclear factor-κB (NF-κB) activation by nicotine. These results suggest that nicotine inhibits the expression of TSLP by suppressing the activation of NF-κB through the α7 nAChR-PI3K-AMPK signaling pathway.


Asunto(s)
Citocinas/genética , Regulación de la Expresión Génica/efectos de los fármacos , Queratinocitos/efectos de los fármacos , Nicotina/toxicidad , Animales , Línea Celular , Citocinas/biosíntesis , Activación Enzimática/efectos de los fármacos , Inhibidores Enzimáticos/farmacología , Células Epidérmicas , Epidermis/efectos de los fármacos , Queratinocitos/metabolismo , Sistema de Señalización de MAP Quinasas/genética , Ratones , FN-kappa B/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Fumar , Linfopoyetina del Estroma Tímico
20.
Biol Pharm Bull ; 39(11): 1748-1759, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27803446

RESUMEN

Genetic variations in CYP 2C (CYP2C) subfamily, CYP2C8, CYP2C9, and CYP2C19 contribute to interindividual variability in the metabolism of clinically used drugs. Changes in the drug metabolizing activity of CYP2C members may cause unexpected and serious adverse drug reactions and inadequate therapeutic effects. Therefore, CYP2C gene polymorphism is used as a genome biomarker for predicting responsiveness to administered drugs. The most direct method for understanding the extent of the effects of CYP2C gene polymorphism on drug pharmacokinetics is by evaluating the blood and urine concentrations of the drug in subjects. However, in vivo tests are highly invasive, and considering the risk of adverse drug reactions, the burden on the patient may be significant. In addition, examining the functions of rare variant enzymes with an allele frequency of ≤1% requires at least several hundred subjects. Furthermore, it is extremely difficult to evaluate the functions of all variant enzymes in an in vivo test. On the other hand, in vitro enzyme activity can be evaluated using a heterologous expression system to avoid the aforementioned problems. In vitro tests are extremely important as they complement in vivo information. This review focuses on recent findings of in vitro studies on 3 highly polymorphic CYP2C members: CYP2C8, CYP2C9, and CYP2C19.


Asunto(s)
Citocromo P-450 CYP2C19/genética , Citocromo P-450 CYP2C8/genética , Citocromo P-450 CYP2C9/genética , Alelos , Animales , Citocromo P-450 CYP2C19/metabolismo , Citocromo P-450 CYP2C8/metabolismo , Citocromo P-450 CYP2C9/metabolismo , Humanos , Polimorfismo Genético
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