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1.
Pharmacogenet Genomics ; 34(3): 61-72, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38372412

RESUMO

Antiplatelets and anticoagulants are extensively used in cardiovascular medicine for the prevention and treatment of thrombosis in the venous and arterial circulations. Wide inter-individual variability has been observed in response to antiplatelets and anticoagulants, which triggered researchers to investigate the genetic basis of this variability. Data from extensive pharmacogenetic studies pointed to strong evidence of association between polymorphisms in candidate genes and the pharmacokinetics and pharmacodynamic action and clinical response of the antiplatelets clopidogrel and the anticoagulant warfarin. In this review, we conducted an extensive search on Medline for the time period of 2009-2023. We also searched the PharmGKB website for levels of evidence of variant-drug combinations and for drug labels and clinical guidelines. We focus on the pharmacogenetics of novel antiplatelets and anticoagulants while excluding acetylsalicylic acid, warfarin and heparins, and discuss the current knowledge with emphasis on the level of evidence.


Assuntos
Anticoagulantes , Varfarina , Humanos , Anticoagulantes/uso terapêutico , Anticoagulantes/farmacocinética , Varfarina/uso terapêutico , Varfarina/farmacocinética , Farmacogenética , Clopidogrel , Polimorfismo Genético , Inibidores da Agregação Plaquetária/uso terapêutico
2.
Pharmacogenomics J ; 24(3): 16, 2024 May 22.
Artigo em Inglês | MEDLINE | ID: mdl-38778046

RESUMO

Pharmacogenomics (PGx) research and applications are of utmost relevance in Lebanon considering its population genetic diversity. Moreover, as a country with regional leadership in medicine and higher education, Lebanon holds a strong potential in contributing to PGx research and clinical implementation. In this manuscript, we first review and evaluate the available PGx research conducted in Lebanon, then describe the current status of PGx practice in Lebanon while reflecting on the local and regional challenges, and highlighting areas for action, and opportunities to move forward. We specifically expand on the status of PGx at the American University of Beirut Faculty of Medicine and Medical Center as a case study and guide for the further development of local and regional comprehensive PGx research, teaching, and clinical implementation programs. We also delve into the status of PGx knowledge and education, and prospects for further advancement such as with online courses and certificates.


Assuntos
Farmacogenética , Líbano , Humanos , Farmacogenética/educação , Farmacogenética/métodos , Farmacogenética/tendências , Medicina de Precisão/métodos
3.
Med Teach ; : 1-8, 2023 Dec 12.
Artigo em Inglês | MEDLINE | ID: mdl-38086531

RESUMO

PURPOSE: The COVID-19 pandemic has forced changes in the delivery of medical education. We aimed to explore these changes and determine whether they will impact the future of medical education in any way. METHODS: We invited leaders in medical education from all accessible US-based medical schools to participate in an online individual semi-structured interview. RESULTS: Representatives of 16 medical schools participated. They commented on the adequacy of online education for knowledge transfer, and the logistical advantages it offered, but decried its negative influence on social learning, interpersonal relationships and professional development of students, and its ineffectiveness for clinical education. Most participants indicated that they would maintain online learning for didactic purposes in the context of flipped classrooms but that a return to in-person education was essential for most other educational goals. Novel content will be introduced, especially in telemedicine and social medicine, and the students' roles and responsibilities in patient care and in curricular development may evolve in the future. CONCLUSIONS: This study is the first to document the practical steps that will be adopted by US medical schools in delivering medical education, which were prompted and reinforced by their experience during the COVID-19 pandemic.

4.
Hum Genet ; 141(6): 1159-1164, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-33564904

RESUMO

While significant advances have been made in pharmacogenetics (PGx), especially in countries with developed economies, this field remains at its infancy in developing countries and low resource environments. Herein, we provide insights into the gap and challenges of PGx at the research and clinical fronts, and some perspectives to bridge the gap and move forward with PGx in the developing world. We show that developing countries fall behind in PGx research, evidenced by a lower number of researchers, citations, and research output. In addition, the implementation of PGx in the clinic has been progressing at a much slower pace than research, and more so in developing countries. To bridge this gap, we recommend fostering regional and multinational collaborations to secure funds for high-throughput genotyping and local capacity building while preserving individual countries' identity, implementing next-generation sequencing, and organizing specialized training and exchange programs to move PGx research and clinical applications forward in developing countries.


Assuntos
Países em Desenvolvimento , Farmacogenética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos
5.
Environ Res ; 197: 111094, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33839117

RESUMO

INTRODUCTION: Lebanon is among the top countries worldwide in combined incidence and mortality of breast cancer, which raises concern about risk factors peculiar to this country. The underlying molecular mechanisms of breast cancer require elucidation, particularly epigenetics, which is recognized as a molecular sensor to environmental exposures. PURPOSE: We aim to explore whether DNA methylation levels of AHRR (marker of cigarette smoking), SLC1A5 and TXLNA (markers of alcohol consumption), and LINE-1 (a genome-wide repetitive retrotransposon) can act as molecular mediators underlying putative associations between breast cancer risk and pertinent extrinsic (tobacco smoking and alcohol consumption) and intrinsic factors [age and body mass index (BMI)]. METHODS: This is a cross-sectional pilot study which includes breast cancer cases (N = 65) and controls (N = 54). DNA methylation levels were measured using bisulfite pyrosequencing on available peripheral blood samples (N = 119), and Multivariate Imputation by Chained Equations (MICE) was used to impute missing DNA methylation values in remaining samples. Multiple mediation analysis was performed to assess direct and indirect (via DNA methylation) effects of intrinsic and extrinsic factors on breast cancer risk. RESULTS: In relation to exposure, AHRR hypo-methylation was associated with cigarette but not waterpipe smoking, suggesting potentially different biomarkers of these two forms of tobacco use; SLC1A5 and TXLNA methylation were not associated with alcohol consumption; LINE-1 methylation was inversely associated with BMI (ß-value [95% confidence interval (CI)] = -0.04 [-0.07, -0.02]), which remained significant after adjustment for age, smoking and alcohol consumption. In relation to breast cancer, there was no detectable association between AHRR, SLC1A5 or TXLNA methylation and cancer risk, but LINE-1 methylation was significantly higher in breast cancer cases when compared to controls (mean ± SD: 72.00 ± 0.66 versus 70.89 ± 0.73, P = 4.67 × 10-14). This difference remained significant after adjustment for confounders (odds ratio (OR) [95% CI] = 9.75[3.74, 25.39]). Moreover, LINE-1 hypo-methylation mediated 83% of the inverse effect of BMI on breast cancer risk. CONCLUSION: This pilot study demonstrates that alterations in blood LINE-1 methylation mediate the inverse effect of BMI on breast cancer risk. This warrants large scale studies and stratification based on clinic-pathological types of breast cancer.


Assuntos
Neoplasias da Mama , Sistema ASC de Transporte de Aminoácidos , Índice de Massa Corporal , Neoplasias da Mama/epidemiologia , Neoplasias da Mama/genética , Estudos Transversais , Metilação de DNA , Feminino , Humanos , Elementos Nucleotídeos Longos e Dispersos/genética , Antígenos de Histocompatibilidade Menor , Projetos Piloto , Proteínas de Transporte Vesicular
6.
Int J Mol Sci ; 22(11)2021 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-34204158

RESUMO

Breast cancer (BC) is the most predominant type of cancer among women. The aim of this study is to find new biomarkers that can help in early detection of BC, especially for those who are too young to be screened using mammography as per guidelines. Using microRNA microarray, we previously showed dysregulation of 74 microRNAs in tumors from early BC patients as compared with normal adjacent tissues, which we were interested in studying in blood circulation. In this study, we investigated the expression of 12 microRNA (miR-21/miR-155/miR-23a/miR-130a/miR-145/miR-425-5p/miR-139-5p/miR-451/miR-195/miR-125b/miR-100, and miR-182) in the plasma of 41 newly diagnosed Lebanese BC patients with early invasive ductal carcinoma as compared with 32 healthy controls. Total RNA was extracted from plasma, and expression levels of miRNA of interest were measured using RT-qPCR followed by statistical analysis; miR-21, miR-155, miR-23a, miR-130a, miR-145, miR-425-5p, and miR-139-5p were significantly upregulated and miR-451 was significantly downregulated, in the plasma of BC patients as compared with healthy controls. The positively correlated miR-23a, miR-21, and miR-130a had a high diagnostic accuracy (86%). Importantly, the combination of miR-145/miR-425-5p/miR-139-5p/miR-130a scored the highest diagnostic accuracy of 95% with AUC = 0.97 (sensitivity 97% and specificity 91%). MicroRNAs are promising non-invasive diagnostic biomarkers for early-stage BC with the panel of miR-145/miR-425-5p/miR-139-5p/miR-130a having the highest diagnostic accuracy.


Assuntos
Biomarcadores Tumorais/sangue , Biomarcadores Tumorais/genética , Neoplasias da Mama/sangue , Neoplasias da Mama/diagnóstico , MicroRNA Circulante/sangue , MicroRNA Circulante/genética , Perfilação da Expressão Gênica , Adulto , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/genética , Neoplasias da Mama/patologia , Feminino , Regulação Neoplásica da Expressão Gênica , Humanos , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Estatísticas não Paramétricas , Adulto Jovem
7.
Mol Biol Rep ; 47(5): 3541-3549, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-32333245

RESUMO

Bisphenol A (BPA), a monomer of polycarbonates and resins, was shown to induce the expression of telomerase enzyme which has been associated with breast cancer development and progression. However, the effects of BPA analogues, bisphenol F (BPF) and bisphenol S (BPS) on telomere-linked pathway have not been evaluated. Herein, MCF-7 (estrogen receptor (ER)-positive) and MDA-MB-231 (ER-negative) cells were treated with BPA, BPF and BPS ± estrogen receptor inhibitor (ERI), for 24 and/or 48 h. RNA expression and enzymatic activity of telomerase were measured using reverse transcription quantitative polymerase chain reaction (RT-qPCR) and telomeric repeat amplification protocol (TRAP); respectively. Relative telomere length (RTL) was also measured using quantitative PCR. After 24 h, the three bisphenols resulted in a 2-3 folds increase in expression and activity of telomerase in MCF-7 but not in MDA-MB-231 cells, and this increase was prevented upon co-treatment with ERI. The observed increase in the expression and activity of telomerase after 24 h of treatment with bisphenols was associated with differential and modest ER-dependent lengthening in RTL at 48 h. Our results show that telomerase potentially mediates the effects of the three bisphenols in ER-positive breast carcinoma. Hence, further investigation is warranted to elucidate the telomerase-linked pathways that could underlie bisphenol-related effects.


Assuntos
Compostos Benzidrílicos/farmacologia , Fenóis/farmacologia , Sulfonas/farmacologia , Telomerase/metabolismo , Compostos Benzidrílicos/metabolismo , Neoplasias da Mama/metabolismo , Linhagem Celular Tumoral , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Feminino , Humanos , Células MCF-7 , Fenóis/metabolismo , Sulfonas/metabolismo , Telomerase/efeitos dos fármacos , Homeostase do Telômero/efeitos dos fármacos
8.
Pharmacogenet Genomics ; 28(8): 189-195, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30119132

RESUMO

OBJECTIVE: The aim of this study was to evaluate the potential association between candidate genetic polymorphisms and vincristine-related peripheral neuropathy in Arab children with acute lymphoblastic leukemia (ALL). PATIENTS AND METHODS: This is a retrospective evaluation of 133 Arab children treated for ALL at the Children's Cancer Center of Lebanon. Incidence and severity of, as well as the timing (in weeks) at which grade 2 or higher peripheral neuropathy occurred were recorded. Genotyping for ABCB1 (rs1045642), ABCB1 (rs1128503), ABCC2 (rs717620), CEP72 (rs924607), ETAA1 (rs17032980), and MTNR1B (rs12786200) was performed. RESULTS: A total of 26 (19.5%) individuals developed peripheral neuropathy, three of which occurred during the induction phase. No statistically significant associations were revealed for any of the polymorphisms with either incidence of vincristine-related toxicity, toxicity severity, or time to the first episode of grade 2 or higher vincristine-related peripheral neuropathy. CONCLUSION: This study presents the first pharmacogenetic analysis of vincristine-related peripheral neuropathy in children with ALL in an Arab country. We have shown that genetic polymorphisms in candidate genes are not associated with peripheral neuropathy secondary to chronic therapy with high-dose vincristine (2 mg/m) during the continuation phase. Concerning CEP72, our results are in line with the findings from the St Jude cohort of children treated for ALL with higher vincristine doses during chronic treatment. Larger high-throughput genetic analyses may be warranted to evaluate variants in other candidate genes such as CYP3A5 and reveal new nonpreviously reported alleles that may be peculiar to this region of the world.


Assuntos
Citocromo P-450 CYP3A/genética , Predisposição Genética para Doença , Doenças do Sistema Nervoso Periférico/genética , Vincristina/efeitos adversos , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Adolescente , Antígenos de Superfície/genética , Criança , Pré-Escolar , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/genética , Efeitos Colaterais e Reações Adversas Relacionados a Medicamentos/patologia , Feminino , Estudos de Associação Genética , Genótipo , Humanos , Masculino , Proteínas Associadas aos Microtúbulos/genética , Proteína 2 Associada à Farmacorresistência Múltipla , Proteínas Associadas à Resistência a Múltiplos Medicamentos/genética , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/patologia , Testes Farmacogenômicos , Receptor MT2 de Melatonina/genética , Vincristina/administração & dosagem
9.
Drug Metab Rev ; 49(1): 35-55, 2017 02.
Artigo em Inglês | MEDLINE | ID: mdl-27957864

RESUMO

Despite the central role of the liver in drug metabolism, surprisingly there is lack of certainty in anticipating the extent of modification of the clearance of a given drug in a given patient. The intent of this review is to provide a conceptual framework in considering the impact of liver disease on drug disposition and reciprocally the impact of drug disposition on liver disease. It is proposed that improved understanding of the situation is gained by considering the issue as a special example of a drug-gene-environment interaction. This requires an integration of knowledge of the drug's properties, knowledge of the gene products involved in its metabolism, and knowledge of the pathophysiology of its disposition. This will enhance the level of predictability of drug disposition and toxicity for a drug of interest in an individual patient. It is our contention that advances in pharmacology, pharmacogenomics, and hepatology, together with concerted interests in the academic, regulatory, and pharmaceutical industry communities provide an ideal immediate environment to move from a qualitative reactive approach to quantitative proactive approach in individualizing patient therapy in liver disease.


Assuntos
Interação Gene-Ambiente , Inativação Metabólica/genética , Hepatopatias/metabolismo , Preparações Farmacêuticas/metabolismo , Doença Hepática Induzida por Substâncias e Drogas/enzimologia , Doença Hepática Induzida por Substâncias e Drogas/genética , Relação Dose-Resposta a Droga , Humanos , Modelos Cardiovasculares , Medicina de Precisão , Distribuição Tecidual
10.
Pediatr Blood Cancer ; 64(1): 146-150, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27577869

RESUMO

BACKGROUND: Interindividual variability in thiopurine-related toxicity could not be completely explained by thiopurine S-methyltransferase (TPMT) polymorphisms, as a number of patients who are homozygous wild type or normal for TPMT still develop toxicity that necessitates 6-mercaptopurine (MP) dose reduction or protocol interruption. Recently, few studies reported on an inherited nucleoside diphosphate-linked moiety X motif 15 (NUDT15) c.415C>T low-function variant that is associated with decreased thiopurine metabolism and leukopenia in childhood acute lymphoblastic leukemia (ALL) and other diseases. PROCEDURES: The aim of this study is to measure the frequency of TPMT and NUDT15 polymorphisms and assess whether they are predictors of MP intolerance in children treated for ALL. One hundred thirty-seven patients with ALL of whom 121 were Lebanese were evaluated. MP dose intensity was calculated as the ratio of the tolerated MP dose to planned dose during continuation phase to maintain an absolute neutrophil count (ANC) dose above 300 per µl. RESULTS: One patient was NUDT15 heterozygous TC and tolerated only 33.33% of the planned MP dose, which was statistically significantly different from the median-tolerated MP dose intensity of the rest of the cohort (76.00%). Three patients had the TPMT*3A haplotype and tolerated 40.00-66.66% of the planned MP dose, which was also statistically significantly different from the rest of the cohort. CONCLUSIONS: This is the first report on the association of TPMT and NUDT15 polymorphisms with MP dose intolerance in Arab patients with ALL. Genotyping for additional polymorphisms may be warranted for potential gene/allele-dose effect.


Assuntos
Resistencia a Medicamentos Antineoplásicos/genética , Mercaptopurina/uso terapêutico , Metiltransferases/genética , Polimorfismo Genético/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Pirofosfatases/genética , Adolescente , Antimetabólitos Antineoplásicos/uso terapêutico , Biomarcadores Tumorais , Criança , Pré-Escolar , Feminino , Seguimentos , Genótipo , Heterozigoto , Homozigoto , Humanos , Líbano , Masculino , Estadiamento de Neoplasias , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/patologia , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
11.
Mol Biol Rep ; 44(3): 295-305, 2017 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-28676996

RESUMO

The aim of this study was to compare and contrast three DNA methylation methods of a specific region of interest (ROI): methylation-specific PCR (MSP), methylation-sensitive high resolution melting (MS-HRM) and direct bisulfite sequencing (BSP). The methylation of a CpG area in the promoter region of Estrogen receptor alpha (ESR1) was evaluated by these three methods with samples and standards of different methylation percentages. MSP data were neither reproducible nor sensitive, and the assay was not specific due to non-specific binding of primers. MS-HRM was highly reproducible and a step forward into categorizing the methylation status of the samples as percent ranges. Direct BSP was the most informative method regarding methylation percentage of each CpG site. Though not perfect, it was reproducible and sensitive. We recommend the use of either method depending on the research question and target amplicon, and provided that the designed primers and expected amplicons are within recommendations. If the research question targets a limited number of CpG sites and simple yes/no results are enough, MSP may be attempted. For short amplicons that are crowded with CpG sites and of single melting domain, MS-HRM may be the method of choice though it only indicates the overall methylation percentage of the entire amplicon. Although the assay is highly reproducible, being semi-quantitative makes it of lesser interest to study ROI methylation of samples with little methylation differences. Direct BSP is a step forward as it gives information about the methylation percentage at each CpG site.


Assuntos
Ilhas de CpG , Metilação de DNA , DNA/química , Análise de Sequência de DNA/métodos , DNA/análise , Receptor alfa de Estrogênio/genética , Humanos , Desnaturação de Ácido Nucleico , Reação em Cadeia da Polimerase/métodos , Regiões Promotoras Genéticas , Sulfitos
12.
Med Teach ; 38(10): 1017-1024, 2016 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-27008548

RESUMO

BACKGROUND: The Faculty of Medicine at the American University of Beirut implemented a new medical curriculum, which included 90 team-based learning (TBL) sessions in years 1 and 2 of medical school. METHODS: A validated team performance scale (TPS) and peer evaluation of communication skills, professionalism and personal development were collected at different time points during the two years. Grades on the individual and group readiness assurance tests and an evaluation form were collected after every TBL session. RESULTS: Students generally positively evaluated most TBL sessions as promoters of critical thinking and appreciated the self-learning experience, though they preferred and had better individual grades on those that entailed preparation of didactic lectures. There was a sustained and cumulative improvement in teamwork skills over time. Similar improvement was noted with peer evaluations of communication skills, professionalism, and personal development over time. CONCLUSIONS: This is the first report about such a longitudinal follow-up of medical students who were exposed to a large number of TBL sessions over two years. The results support the suggestion that TBL improves medical students' team dynamics and their perceived self-learning, problem solving and communication skills, as well as their professionalism and personal development.


Assuntos
Atitude , Educação de Graduação em Medicina/métodos , Processos Grupais , Aprendizagem , Aprendizagem Baseada em Problemas/métodos , Estudantes de Medicina/psicologia , Comportamento Cooperativo , Currículo , Avaliação Educacional , Feminino , Humanos , Líbano , Masculino , Modelos Educacionais , Grupo Associado , Faculdades de Medicina
13.
J Med Liban ; 64(4): 217-22, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-29845847

RESUMO

There has been a pedagogic shift in higher education from the traditional teacher centered to the student centered approach in teaching, necessitating a change in the role of the teacher from a supplier of information to passive receptive students into a more facilitative role. Active learning activities are based on various learning theories such as self-directed learning, cooperative learning and adult learning. There exist many instructional activities that enhance active and collaborative learning. The aim of this manuscript is to describe two methods of interactive and collaborative learning in the classroom, automated response systems (ARS) and team-based learning (TBL), and to list some of their applications and advantages. The success of these innovative teaching and learning methods at a large scale depends on few elements, probably the most important of which is the support of the higher administration and leadership in addition to the availability of "champions" who are committed to lead the change.


Assuntos
Educação Médica/métodos , Práticas Interdisciplinares , Aprendizagem Baseada em Problemas , Estudantes de Medicina , Humanos , Ensino
14.
Oncologist ; 20(4): 357-64, 2015 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-25777348

RESUMO

PURPOSE: Breast cancer is the most common malignancy among women in Lebanon and in Arab countries, with 50% of cases presenting before the age of 50 years. METHODS: Between 2009 and 2012, 250 Lebanese women with breast cancer who were considered to be at high risk of carrying BRCA1 or BRCA2 mutations because of presentation at young age and/or positive family history (FH) of breast or ovarian cancer were recruited. Clinical data were analyzed statistically. Coding exons and intron-exon boundaries of BRCA1 and BRCA2 were sequenced from peripheral blood DNA. All patients were tested for BRCA1 rearrangements using multiplex ligation-dependent probe amplification (MLPA). BRCA2 MLPA was done in selected cases. RESULTS: Overall, 14 of 250 patients (5.6%) carried a deleterious BRCA mutation (7 BRCA1, 7 BRCA2) and 31 (12.4%) carried a variant of uncertain significance. Eight of 74 patients (10.8%) aged ≤40 years with positive FH and only 1 of 74 patients (1.4%) aged ≤40 years without FH had a mutated BRCA. Four of 75 patients (5.3%) aged 41-50 years with FH had a deleterious mutation. Only 1 of 27 patients aged >50 years at diagnosis had a BRCA mutation. All seven patients with BRCA1 mutations had grade 3 infiltrating ductal carcinoma and triple-negative breast cancer. Nine BRCA1 and 17 BRCA2 common haplotypes were observed. CONCLUSION: Prevalence of deleterious BRCA mutations is lower than expected and does not support the hypothesis that BRCA mutations alone cause the observed high percentage of breast cancer in young women of Lebanese and Arab descent. Studies to search for other genetic mutations are recommended.


Assuntos
Árabes/genética , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias da Mama/genética , Mutação , Adulto , Estudos de Coortes , Feminino , Predisposição Genética para Doença , Haplótipos , Humanos , Líbano , Pessoa de Meia-Idade
15.
Pharmacogenet Genomics ; 24(8): 387-96, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-25007187

RESUMO

BACKGROUND: The aim of this study is to analyze polymorphisms in genes involved in 6-mercaptopurine detoxification (TPMT); methotrexate (MTX) metabolism including ABCB1 (or MDR1), ABCC2, SLC19A1 (or RFC1), and SLCO1B1; and the MTX effect mainly MTHFR and TYMS, and to assess whether these polymorphisms are predictors of treatment toxicity and/or MTX clearance. MATERIALS AND METHODS: This study included 127 Lebanese acute lymphoblastic leukemia patients, of whom 117 were treated following the St Jude's Children Research Hospital protocol. Genotyping was performed using real-time PCR or restriction fragment length polymorphism. MTX levels were measured using a polarization fluorescence assay from Roche. MTX clearance was estimated on the basis of all available MTX levels measured after high-dose MTX treatment during the consolidation phase. RESULTS: Five variants in four genes (MTHFR, ABCB1, ABCC2, and TYMS) were shown to be associated with toxicity, but neither was associated with MTX pharmacokinetic parameters. For instance, during the consolidation phase, a statistically significant association was found between MTHFR rs1801133 variant allele carriers and a decrease in hemoglobin levels [odds ratio (OR)=3.057; 95% confidence interval (CI): 1.217; 7.680]. In addition, a statistically significant association was found among neutropenia (absolute neutrophil count<500) and variant allele carriers of ABCB1 rs1045642 (OR=5.174; 95% CI: 1.674; 15.989) and ABCB1 rs1128503 (OR=3.364; 95% CI: 1.257; 9.004), respectively. ABCC2 rs717620 variant allele carriers needed significantly more time to reach a MTX level below 0.1 µmol/l (ß=5.122; 95% CI: 1.412; 8.831). During the continuation phase, a statistically significant association was found between ABCC2 rs717620 and TYMS 28-bp tandem repeats carriers with the need to decrease weekly MTX doses (ß=-4.905; 95% CI: -9; -0.809 and ß=-5.770; 95% CI: -10.138; -1.403), respectively. CONCLUSION: Genotyping for MTHFR, ABCB1, ABCC2, and TYMS polymorphisms may be useful in identifying patients at risk of increased MTX toxicity and the need for dose optimization before treatment initiation.


Assuntos
Metotrexato/toxicidade , Polimorfismo Genético , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Subfamília B de Transportador de Cassetes de Ligação de ATP , Membro 1 da Subfamília B de Cassetes de Ligação de ATP/metabolismo , Criança , Pré-Escolar , Feminino , Genótipo , Humanos , Lactente , Líbano , Transportador 1 de Ânion Orgânico Específico do Fígado , Masculino , Mercaptopurina/química , Metotrexato/farmacocinética , Proteína 2 Associada à Farmacorresistência Múltipla , Proteínas Associadas à Resistência a Múltiplos Medicamentos/metabolismo , Transportadores de Ânions Orgânicos/metabolismo , Farmacogenética , Proteína Carregadora de Folato Reduzido/metabolismo , Estudos Retrospectivos , Resultado do Tratamento
16.
Eur J Clin Pharmacol ; 70(3): 265-73, 2014 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24297344

RESUMO

BACKGROUND: The unpredictability of acenocoumarol dose needed to achieve target blood thinning level remains a challenge. We aimed to apply and compare a pharmacogenetic least-squares model (LSM) and artificial neural network (ANN) models for predictions of acenocoumarol dosing. METHODS: LSM and ANN models were used to analyze previously collected data on 174 participants (mean age: 67.45 SD 13.49 years) on acenocoumarol maintenance therapy. The models were based on demographics, lifestyle habits, concomitant diseases, medication intake, target INR, and genotyping results for CYP2C9 and VKORC1. LSM versus ANN performance comparisons were done by two methods: by randomly splitting the data as 50 % derivation and 50 % validation cohort followed by a bootstrap of 200 iterations, and by a 10-fold leave-one-out cross-validation technique. RESULTS: The ANN-based pharmacogenetic model provided higher accuracy and larger R value than all other LSM-based models. The accuracy percentage improvement ranged between 5 % and 24 % for the derivation cohort and between 12 % and 25 % for the validation cohort. The increase in R value ranged between 6 % and 31 % for the derivation cohort and between 2 % and 31 % for the validation cohort. ANN increased the percentage of accurately dosed subjects (mean absolute error ≤1 mg/week) by 14.1 %, reduced the percentage of mis-dosed subjects (mean absolute error 2-3 mg/week) by 7.04 %, and reduced the percentage of grossly mis-dosed subjects (mean absolute error ≥4 mg/week) by 24 %. CONCLUSIONS: ANN-based pharmacogenetic guidance of acenocoumarol dosing reduces the error in dosing to achieve target INR. These results need to be ascertained in a prospective study.


Assuntos
Acenocumarol/administração & dosagem , Anticoagulantes/administração & dosagem , Redes Neurais de Computação , Farmacogenética , Acenocumarol/farmacologia , Idoso , Idoso de 80 Anos ou mais , Anticoagulantes/farmacologia , Relação Dose-Resposta a Droga , Feminino , Genótipo , Humanos , Coeficiente Internacional Normatizado , Análise dos Mínimos Quadrados , Masculino , Pessoa de Meia-Idade , Modelos Biológicos
17.
Mutat Res ; 747-748: 40-7, 2013.
Artigo em Inglês | MEDLINE | ID: mdl-23628324

RESUMO

Changes in the activity of drug metabolizing enzymes (DMEs) are potentially associated with cancer risk. This relationship is attributed to their involvement in the bioactivation of multiple procarcinogens or the metabolism of multiple substrates including an array of xenobiotics and environmental carcinogens. 326 Lebanese women of whom 99 were cancer free (controls) and 227 were diagnosed with breast cancer (cases) were included. Blood for DNA was collected and medical charts were reviewed. Three genotyping methods were employed including: (1) restriction fragment length polymorphism (RFLP) for CYP2E1*5B, CYP2E1*6, NAT2*5 and NAT2*6; (2) gel electrophoresis for GSTM1 and GSTT1; and (3) real-time PCR for GSTP1 Ile/Val polymorphism. We analyzed the relationship between genetic susceptibilities in selected xenobiotic metabolizing genes and breast cancer risk. Allele frequencies were fairly similar to previously reported values from neighboring populations with relevant migration routes. There were no statistically significant differences in the distribution of variant carcinogen metabolizing genes between cases and controls even after adjusting for age at diagnosis, menopausal status, smoking, and alcohol intake. Despite its limitations, this is the first study that assesses the role of genetic polymorphisms in DMEs with breast cancer in a sample of Lebanese women. Further studies are needed to determine the genetic predisposition and gene-environment interactions of breast cancer in this population.


Assuntos
Arilamina N-Acetiltransferase/genética , Biotransformação/genética , Neoplasias da Mama/genética , Carcinoma Ductal de Mama/genética , Carcinoma Lobular/genética , Citocromo P-450 CYP2E1/genética , Glutationa S-Transferase pi/genética , Glutationa Transferase/genética , Proteínas de Neoplasias/genética , Polimorfismo Genético , Adulto , Idoso , Neoplasias da Mama/etnologia , Carcinoma Ductal de Mama/etnologia , Carcinoma Lobular/etnologia , Estrogênios , Feminino , Frequência do Gene , Genes erbB-2 , Genótipo , Humanos , Líbano/epidemiologia , Pessoa de Meia-Idade , Neoplasias Hormônio-Dependentes/etnologia , Neoplasias Hormônio-Dependentes/genética , Progesterona , Fatores de Risco
18.
Clin Pharmacol Ther ; 113(3): 712-723, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36629403

RESUMO

The therapeutic efficacy of tamoxifen is predominantly mediated by its active metabolites 4-hydroxy-tamoxifen and endoxifen, whose formation is catalyzed by the polymorphic cytochrome P450 2D6 (CYP2D6). Yet, known CYP2D6 polymorphisms only partially determine metabolite concentrations in vivo. We performed the first cross-ancestry genome-wide association study with well-characterized patients of European, Middle-Eastern, and Asian descent (n = 497) to identify genetic factors impacting active and parent metabolite formation. Genome-wide significant variants were functionally evaluated in an independent liver cohort (n = 149) and in silico. Metabolite prediction models were validated in two independent European breast cancer cohorts (n = 287, n = 189). Within a single 1-megabase (Mb) region of chromosome 22q13 encompassing the CYP2D6 gene, 589 variants were significantly associated with tamoxifen metabolite concentrations, particularly endoxifen and metabolic ratio (MR) endoxifen/N-desmethyltamoxifen (minimal P = 5.4E-35 and 2.5E-65, respectively). Previously suggested other loci were not confirmed. Functional analyses revealed 66% of associated, mostly intergenic variants to be significantly correlated with hepatic CYP2D6 activity or expression (ρ = 0.35 to -0.52), and six hotspot regions in the extended 22q13 locus impacting gene regulatory function. Machine learning models based on hotspot variants (n = 12) plus CYP2D6 activity score (AS) increased the explained variability (~ 9%) compared with AS alone, explaining up to 49% (median R2 ) and 72% of the variability in endoxifen and MR endoxifen/N-desmethyltamoxifen, respectively. Our findings suggest that the extended CYP2D6 locus at 22q13 is the principal genetic determinant of endoxifen plasma concentration. Long-distance haplotypes connecting CYP2D6 with adjacent regulatory sites and nongenetic factors may account for the unexplained portion of variability.


Assuntos
Neoplasias da Mama , Citocromo P-450 CYP2D6 , Humanos , Feminino , Citocromo P-450 CYP2D6/genética , Citocromo P-450 CYP2D6/metabolismo , Estudo de Associação Genômica Ampla , Antineoplásicos Hormonais/uso terapêutico , Tamoxifeno , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Neoplasias da Mama/metabolismo , Genótipo
19.
Front Endocrinol (Lausanne) ; 13: 978747, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36060975

RESUMO

Aim: Relative telomere length (RTL) predicts the development of many age-related diseases. Yet, few studies have evaluated their longitudinal effect on RTL. We investigated longitudinally the association between cardiometabolic risk factors and RTL. Methods: This was a longitudinal study with a 5-year follow-up period, based on data collected in 2014 and 2019. Of 478 participants in 2014, 198 consented to be followed-up in 2019. The associations between RTL and risk factors were analyzed using t-test, ANOVA or simple linear regression as applicable. Results: RTL was significantly shortened after 5 years (P<0.001). Older age (P=0.018) and gender (P=0.05) were significantly associated with shorter RTL at follow-up. Higher baseline C-peptide correlated with shorter RTL (P=0.04) and shortening of RTL (P=0.03) after 5 years. Multivariate linear regression including both age and gender revealed a significant trend for C-peptide and change in RTL after 5 years (P=0.04). Interestingly, there was a trend of shorter RTL at follow-up with diabetes, though the findings were not statistically significant. Conclusions: Higher C-peptide level contributes to telomere shortening over time, suggesting that metabolic dysregulation may play a role in early aging. Further understanding of this relationship and addressing high C-peptide levels can be important to prevent premature aging.


Assuntos
Encurtamento do Telômero , Telômero , Peptídeo C , Humanos , Estudos Longitudinais , Fatores de Risco , Telômero/genética
20.
Per Med ; 18(5): 431-439, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-34406079

RESUMO

Aim: To evaluate the association between candidate genetic polymorphisms and glucocorticoid-induced osteonecrosis in Arab children treated for acute lymphoblastic leukemia. Methods: A total of 189 children treated for acute lymphoblastic leukemia were genotyped for four SNPs with allele discrimination assays. The incidence and timing of radiologically confirmed symptomatic grade 4 osteonecrosis were classified based on the Ponte di Legno toxicity working group consensus definition. Results: Thirteen children developed grade 4 osteonecrosis (6.8%), of whom 12 received the intermediate/high-risk treatment protocol. GRIN3A variant allele carriers had to stop dexamethasone therapy earlier resulting in significantly shorter duration of dexamethasone treatment (mean [95% CI]: 75.17 [64.28-86.06] vs 85.90 [81.22-90.58] weeks; p = 0.054) and lower cumulative dose (mean [95% CI]: 1118.11 [954.94-1281.29] vs 1341.14 [1264.17-1418.11] mg/m2; p = 0.011). Conclusion: This is the first pharmacogenomics evaluation of the association between GRIN3A variants and glucocorticoid-induced osteonecrosis in Arab children.


Lay abstract This study aimed at uncovering variants in the genetic material of Arab children, that might predispose them to develop a specific treatment-related adverse effect, during their therapy for acute lymphoblastic leukemia (a type of blood cancer). We looked at specific changes in the DNA of our patient cohort that might predispose them to develop treatment-induced osteonecrosis. Osteonecrosis is by definition a loss of blood flow to the bone tissue in one's body, causing the bone to die. Osteonecrosis may be caused by long-term exposure to steroid-based medication, among which dexamethasone. Dexamethasone a main component of the combination of chemotherapeutic agents used to treat acute lymphoblastic leukemia. Our findings suggested that children who had one of the variants detected in a specific location of DNA, the GRIN3A gene, were more likely to develop osteonecrosis earlier and had to stop dexamethasone earlier during therapy.


Assuntos
Osteonecrose , Leucemia-Linfoma Linfoblástico de Células Precursoras , Criança , Genótipo , Glucocorticoides/efeitos adversos , Humanos , Osteonecrose/induzido quimicamente , Osteonecrose/genética , Polimorfismo de Nucleotídeo Único/genética , Leucemia-Linfoma Linfoblástico de Células Precursoras/tratamento farmacológico , Leucemia-Linfoma Linfoblástico de Células Precursoras/genética , Receptores de N-Metil-D-Aspartato
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