No description available.

HINTERGRUND UND ZIELE: Das zentrale Ziel dieser Studie war es der personalisierten Medizin einen Schritt näher zu kommen, bei der für jeden Patienten für die entsprechende Erkrankung das optimale Arzneimittel in der optimalen Dosierung gewählt wird. Dazu ist es notwendig herauszufinden, wie hoch der genetische Anteil auf die Wirkungsweise von Medikamenten ist. Wenn Ergebnisse von klinischen Studien ausreichend belegen, dass der Einfluss von genetischen Faktoren bedeutsam für die Wirkungsweise von Medikamenten ist, kann sich eine genetische Analyse vor Therapiebeginn als sinnvoll erweisen. In dieser Studie erfolgten Untersuchungen zur erblichen Variation der Aktivitäten der Efflux-Transportproteine MDR1 und MRP2. Um den Einfluss von Genen und Umweltfaktoren auf interindividuelle Unterschiede zu erforschen, eignen sich am besten Zwillingsstudien. METHODEN: So haben wir eine Zwillingsstudie mit 20 monozygoten und 9 dizygoten gleichgeschlechtlichen Zwillingen durchgeführt. Dabei wurde Talinolol als in-vivo-Testsubstanz für die Aktivität der Membran-Transportproteine MDR1 und MRP2 analysiert. Es wurden an drei verschiedenen Studientagen, die mindestens eine Woche auseinander liegen mussten, jeweils die gleiche Menge an Talinolol oral verabreicht und anschließend in festgelegten regelmäßigen Abständen die Blutkonzentrationen und weitere pharmakokinetische Parameter bestimmt. Da Talinolol nahezu nicht metabolisiert und unverändert wieder ausgeschieden wird, hängt dessen Bioverfügbarkeit stark von der Funktion und Expression seiner Transporter (MDR1 und MRP 2) ab. Die Erblichkeit wurde mittels drei unterschiedlicher Formeln berechnet. ERGEBNIS: In dieser Studie zeigte sich eine insgesamt große Variabilität der Blutkonzentrationsverläufe sowohl zwischen den Personen (interindividuelle Variabilität) als auch innerhalb einer Person zwischen den unterschiedlichen Studientagen (intraindividuelle Variabilität). Desweiteren war die Variabilität unter monozygoten Zwillingen größer als die unter dizygoten Zwillingen. Diese Konstellationen und die daraus errechnete Erblichkeit sprechen für einen geringen genetischen Einfluss und einen großen Einfluss von Umweltfaktoren auf die Variation in der Pharmakokinetik von Talinolol. Bezüglich der verschiedenen Genvarianten von MDR1 und MRP2 konnten keine signifikanten Unterschiede in den Blutkonzentrationsverläufen gezeigt werden. FAZIT: Es zeigte sich insgesamt ein geringer genetischer Einfluss auf die Variation in der Pharmakokinetik der In-vivo Testsubstanz Talinolol. Desweiteren zeigten die Probanden mit verschiedenen Genvarianten auch keine signifikanten Unterschiede in den Konzentrationsverläufen, sodass in dieser Studie kein relevanter Zusammenhang zwischen dem Vorhandensein bestimmter Genvarianten und der Transporteraktivität von MDR1 und MRP2 gezeigt werden konnte.

The studies in this thesis describe the development of a microarray based minisequencing system and its application to highly parallel genotyping of single nucleotide polymorphisms. The technical developments included identification of a three-dimensional microarray surface coating with high binding capacity for oligonucleotides modified with amino groups as the most optimal one for the system. The system was also established for multiplexed, reproducible quantitative analysis of SNP alleles both on the level of DNA and RNA. The sensitivity of the system to distinguish SNP alleles present as a minority in a mixed sample was found to be 1-6%. The microarray based minisequencing system was applied in a pharmacogenetic study on antihypertensive drug response. A panel of 74 SNPs located in candidate genes related to blood pressure regulation were genotyped in DNA samples from hypertensive patients that had been treated with the antihypertensive drugs irbesartan or atenolol. Multiple regression analysis of the genotype data against the reduction in blood pressure identified genotype combinations of four to five SNPs that explain 44-56% of the reduction in blood pressure in the two treatment groups. The genotypes of two individual SNPs in the angiotensinogen (AGT) gene and a SNP in the low density lipoprotein receptor (LDLR) gene appeared to be associated to reduced blood pressure after treatment with atenolol, while a SNP in the apolipoprotein B (APOB) gene was associated to blood pressure reduction after irbesartan treatment. The genotype of one SNP in the adrenergic alpha-2A-receptor gene (ADRA2A) was related to the reduction in left ventricular mass following atenolol treatment while the genotypes of two SNPs, one in the APOB gene and one in the AGT gene were related to the reduction in left ventricular mass in the patients treated with irbesartan.

A homeostase do colesterol é mediada por proteínas envolvidas na absorção (NPC1L1), regulação (SREBP1, SREBP2, SCAP), síntese (HMGCR) e remoção plasmática (LDLR). Os fármacos inibidores da síntese (vastatinas) e absorção (ezetimiba) do colesterol são potentes agentes hipocolesterolemiantes. Alterações em vários genes têm sido associadas a diferenças na resposta a diversos agentes terapêuticos. Com a finalidade de estudar os efeitos de hipolipemiantes e polimorfismos sobre a expressão dos genes HMGCR, LDLR, SREBF1a, SREBF2, SCAP e NPC1L1, foram selecionados 25 indivíduos com hipercolesterolemia familial (HF), 72 com hipercolesterolemia não familial (HNF) e 125 indivíduos normolipidêmicos e sem doença cardiovascular (NL). Os indivíduos HF foram tratados com sinvastatina (40 mg/dia/4 sem) combinada ou não com ezetimiba (10 mg/dia/4sem) e os HNF foram tratados com atorvastatina (10 mg/dia/4sem). Amostras de sangue foram obtidas antes e após o tratamento para a extração de DNA e RNA e analise do perfil lipídico sérico. A expressão de mRNA dos genes SREBF1a, SREBF2, SCAP, HMGCR, LDLR e NPC1L1 em células mononucleares do sangue periférico (CMSP) foi determinada por RT-PCR em tempo real empregando-se o gene da GAPD como controle endógeno. Os polimorfismos SREBF1a 36delG, SREBF2 G1784C e SCAP A2386G foram determinados por PCR-RFLP. Os indivíduos HF apresentaram maior expressão de mRNA dos genes NPC1L1, HMGCR e LDLR que os grupos HNF e NL (p<0,05). O efeito da atorvastatina sobre a expressão dos genes estudados parece depender da expressão basal nos indivíduos HNF. A variação da expressão após o tratamento com atorvastatina nos pacientes do grupo HNF esteve correlacionada nos genes: SREBF1a e SREBF2; SREBF1a e SCAP; SREBF1a e LDLR; SREBF2 e SCAP; SREBF2 e LDLR; HMGCR e LDLR. O tratamento com sinvastatina e ezetimiba não modificou o padrão de expressão dos genes estudados no grupo HF. Os polimorfismos SREBF2 G1784C e SCAP A2386G parecem estar relacionados com diminuição da expressão de mRNA após o tratamento com atorvastatina. Foi observado que os portadores do genótipo GG do polimorfismo SREBF2 G1784C apresentaram maiores concentrações séricas de colesterol total e LDL-C após o tratamento com atorvastatina. O polimorfismo SCAP A2386G parece estar associado com maiores concentrações de apoB em pacientes do grupo HNF antes do tratamento com atorvastatina. Os resultados são sugestivos que os genes HMGCR, LDLR e NPC1L1 são regulados diferentemente de acordo com o estado metabólico do indivíduo e a taxa de expressão de mRNA é influenciada pelos polimorfismos SREBF2 G1784C e SCAP A2386G após o tratamento com atorvastatina / The regulation of cholesterol is mediated by proteins involved in the absorption (NPC1L1), regulation (SREBP1, SREBP2, SCAP), synthesis (HMGCR) and removal of plasma cholesterol (LDLR). Potent hypocholesterolemic agents inhibit cholesterol synthesis (statins) and its absortion (ezetimibe). Changes in several genes have been associated to different responses to various therapeutic agents. In order to evaluate the association between genes involved in the metabolism of cholesterol and their response to lipid lowering drugs, patients with familial (FH, n = 25) and non familial hypercholesterolemia (NHF, n = 72) were selected. Additionally, 125 normolipidemic individuals and without cardiovascular disease were selected (NL). The HF group were treated with simvastatin (40 mg/day/4 weeks) combined or not with ezetimibe (10 mg/day/4weeks). The NHF group were treated with atorvastatin (10 mg/day/4weeks). Blood samples were obtained prior to and following treatment for extraction of DNA and RNA, and serum lipid profile analysis. The mRNA expression of SREBF1a, SREBF2, SCAP, HMGCR, LDLR, and NPC1L1 genes was determined by real time RT-PCR using the GAPD gene as endogenous control. The polymorphisms SREBF1a-36delG, SREBF2 G1784C, and SCAP A2386G were determined by PCR-RFLP. Individuals with HF showed higher expression of mRNA of genes NPC1L1, HMGCR and LDLR when compared with HNF and NL groups (p <0.05). The effect of atorvastatin on the gene expression seems to depend on the baseline expression in HNF subjects. The change of expression after treatment with atorvastatin in group HNF was correlated as followed: SREBF1a and SREBF2; SREBF1a and SCAP; SREBF1a and LDLR; SREBF2 and SCAP; SREBF2 and LDLR; HMGCR and LDLR. Treatment with simvastatin and ezetimibe did not change the gene-expression profile in HF group. The polymorphisms SREBF2 G1784C, and SCAP A2386G appear to be related to a decreased expression of mRNA after treatment with atorvastatin. HNF group Carriers of GG genotype of SREBF2 G1784C polymorphism had higher serum concentrations of total cholesterol and LDL-C after therapy. The SCAP A2386G polymorphism seems to be associated with higher concentrations of apoB in patients from HNF group prior to treatment with atorvastatin. The results suggest that the HMGCR, LDLR and NPC1L1 genes are regulated according to the metabolic status of the individual, and the expression rate of mRNA is influenced by SREBF2 G1784C and SCAP A2386G polymorphisms after atorvastatin therapy.

Introdução: Os imunossupressores das classes inibidores da calcineurina (tacrolimo) e da rapamicina (sirolimo) requerem controle terapêutico por apresentarem grande variabilidade farmacocinética que tem sido atribuída a fatores genéticos, entre outros. Poucos estudos avaliaram a expressão de genes alvo de imunossupressores e sua relação com a resposta terapêutica. Objetivo: Estudar a relação entre o perfil de expressão de genes alvos de tacrolimo e sirolimo e de microRNAs reguladores e a resposta à imunossupressores utilizados na profilaxia de rejeição ao transplante renal. Métodos: Participaram deste estudo 37 indivíduos submetidos ao transplante renal, no Hospital do Rim e Hipertensão da UNIFESP, de ambos os sexos, com idade acima de 18 anos e de qualquer etnia. Os pacientes foram tratados com esquema imunossupressor contendo tacrolimo, micofenolato de sódio e prednisona até o 3º mês quando foram randomizados para manter a terapia inicial (grupo TAC) ou para a conversão para sirolimo (grupo SRL). Os pacientes com disfunção renal ou suspeita de rejeição, no 3º mês, seguiram o tratamento inicial e foram avaliados em separado (grupo TACex). Os parâmetros de função renal e concentração sanguínea dos fármacos foram utilizados para monitoramento da terapia. A expressão de mRNA de MTOR, PPP3CA, PPP3CB, FKBP1A, FKBP1B e FKBP5, em leucócitos do sangue periférico, foi analisada por PCR em tempo real; e a expressão de miR-99a, miR-100, miR-145, miR-30a, miR-10b e miR-103a foi avaliada por PCR Array. Resultados: No primeiro mês de tratamento, a expressão diferencial de mRNA de MTOR, PPP3CA e FKBP1B diminuiu em relação ao pré-transplante (pre-Tx) (p<0,05). Esse efeito se manteve, no 3º mês, para MTOR e PPP3CA (p<0,05). A expressão diferencial de PPP3CB, FKBP1A e FKBP5 não foi alterada pelos tratamentos (p>0,05). No 6º mês, os grupos TAC, TACex e SRL apresentaram perfil de expressão diferencial de mRNA similar à do pre-Tx (p>0,05). No 3º mês, foram encontradas correlações positivas entre a expressão relativa de PPP3CB e creatinina sérica (r=0,49, p=0,04), e entre a expressão de FKBP1A e ureia (r=0,49, p=0,04), HDL colesterol (r= 0,53; p=0,02) e triglicérides (r=0,68, p=0,003) no soro. O perfil de expressão relativa de mRNA não se correlacionou com a concentração sanguínea de tacrolimo (p>0,05). Houve redução na expressão diferencial de miR-99a, no 3º mês, comparado com o pre-Tx (p<0,05) e a dos outros miRNAs não foi alterada. Não foi observada correlação entre o perfil de expressão relativo de miRNAs e mRNAs alvo, no 3º mês (p>0,05). Conclusão: A expressão diferencial de mRNA de MTOR, PPP3CA e FKBP1B e de miR-99a que tem como alvo o mRNA de MTOR, em leucócitos do sangue periférico, é modulada pelo tratamento imunossupressor a base de tacrolimo. A expressão diferencial de genes da via da calcineurina e do mTOR é sugestiva de sua potencial aplicação no monitoramento da terapia a base de tacrolimo. / Background: Immunosuppressive classes like calcineurin inhibitors (tacrolimus) and rapamycin (sirolimus) require therapeutic control because they have great pharmacokinetic variability that has been attributed to genetic factors, among others. Few studies have evaluated the expression of immunosuppressive target genes and their relation to therapeutic response. Objective: To study the relationship between the gene expression profile of tacrolimus and sirolimus targets and regulatory microRNAs with the response to immunosuppressive agents used in the prophylaxis of renal transplant rejection. Methods: This study included 37 patients undergoing kidney transplantation at the Hospital do Rim e Hipertensao/UNIFESP, age over 18 year old, both gender and any ethnicity. Patients were treated with an immunosuppressive regimen containing tacrolimus, mycophenolate sodium and prednisone during 3 months, when they were randomized to maintain the initial therapy (TAC group) or to convert to sirolimus (SRL group). Patients with renal dysfunction or signals of rejection in the 3rd month followed the initial treatment and were evaluated separately (TACex group). Parameters of renal function and blood concentration of immunosuppressive drugs were used to monitor therapy. The mRNA expression of MTOR, PPP3CA, PPP3CB, FKBP1A, FKBP1B and FKBP5 in peripheral blood leukocytes was analyzed by real-time PCR; and the expression of miR-99a, miR-100, miR-145, miR-30a, miR-10b and miR-103a was evaluated by PCR array. Results: In the first month of treatment, the differential mRNA expression of MTOR, PPP3CA and FKBP1B decreased relative to pre-transplant (pre-Tx) (p <0.05). This effect was maintained up to 3 month to MTOR and PPP3CA (p <0.05). The differential expression of PPP3CB, FKBP1A and FKBP5 was not affected by treatments (p> 0.05). On the 6th month, the TAC groups, TACex and SRL showed differential expression profile of mRNA similar to the pre-Tx (p> 0.05). On the 3rd month, positive correlations were found between the relative expression PPP3CB and serum creatinine (r =0.49, p =0.04) and between the expression of FKBP1A and urea (r=0.49, p=0.04), HDL cholesterol (r=0.53; p=0.02) and triglycerides (r = 0.68, p = 0.003) in serum. The relative mRNA expression profile was not correlated with tacrolimus blood concentrations (p> 0.05). There was a reduction in the differential expression of miR-99a, on the 3rd month, compared to the pre-Tx (p <0.05) and the other miRNAs has not changed. There was no correlation between the expression profile of miRNAs and mRNAs on target, on the 3rd month (p> 0.05). Conclusions: The differential expression of mRNA of MTOR, PPP3CA and FKBP1B and miR-99a which targets MTOR mRNA in peripheral blood leukocytes, is modulated by the immunosuppressant tacrolimus treatment base. The differential expression of genes of the calcineurin and mTOR is suggestive of their potential application in monitoring therapy tacrolimus base.

ABC-Transmembrantransporter sind an der Aufnahme, Verteilung und Ausscheidung vieler Arznei- und Fremdstoffe beteiligt. Sie spielen eine Schlüsselrolle in der Pharmakokinetik und in der Ausscheidung toxischer endogener oder exogener Substanzen. Das Ziel der hier präsentierten Untersuchungen war deshalb, den Einfluss genetischer Polymorphismen des bekanntesten Vertreters dieser Proteinfamilie, MDR1 (ABCB1) zu untersuchen. Darüberhinaus sollte der ebenfalls zur ABC-Transporterfamilie gehörende hepatozelluläre Exporter für monoanionische Gallensäuren identifiziert und charakterisiert werden. MDR1 erwies sich als ein hochpolymorphes Gen mit zahlreichen Einzelbasenaustauschen (SNPs). Die meisten SNPs waren intronisch oder stumm. Für den nichtkodierenden SNP im Exon 26 3435C>T ergab sich bei homozygoten Trägern des T-Allels eine im Vergleich zum Wildtyp geringere intestinale P-Glykoprotein Expression mit einer entsprechend höheren und schnelleren Absorption von Digoxin. Die Auswertung pharmakokinetischer Profile von Digoxin in Individuen mit MDR1-Haplotypen der miteinander verbundenen SNPs in Exon 21 2677 und Exon 26 3435 untermauerte die beobachteten pharmakogenetischen Effekte. Nach oraler Einzelgabe von 1 mg Digoxin konnten wahrscheinlich aufgrund der Überschreitung der P-Glykoprotein Transportkapazität keine genotypischen Unterschiede beobachtet werden. Der biliäre Exporter für monoanionische Gallensäuren (Bsep) konnte als ein 160 kDa Glykoprotein aus einer Rattenleber cDNA-Bibliothek identifiziert werden und gehört ebenfalls zur ABC Transporter-Familie. Die transkriptionelle Regulation und Möglichkeiten der Modulation der Expression des Bsep-Gens wurden in vitro und in Tiermodellen der Cholestase untersucht. Dabei zeigte sich, dass Gallensäuren über ein proximales FXRE-Motiv die Bsep Promotoraktivität stimulierten. Arzneistoffe hatten ebenfalls einen Einfluss auf die Transkription des Bsep-Gens. Die adaptive Regulation hepatozellulärer Transporter während der Cholestase ergab eine verminderte Expression der meisten basolateralen Aufnahmetransporter und eine unveränderte oder heraufregulierte Proteinmasse kanalikulärer (apikaler) Efflux-Transporter. Dieses Regulationsmuster dient dem Schutz der Leberzelle, indem eine intrazelluläre Anreicherung toxischer Gallensäuren vermindert und der Gallefluss für eine intakte biliäre Clearance aufrechterhalten wird. / ABC transmembrane transporters are involved in absorption, distribution and excretion of diverse drugs and xenobiotics. They are key factors in pharmacokinetics and in the elimination of toxic endogenous or exogenous compounds. Therefore, the aim of the present study was to investigate the influence of genetic polymorphisms of the best known member of this protein family, MDR1 (ABCB1). In addition, the identity of another ABC transporter assumed to be the major hepatocellular export pump for monoanionic bile acids should be revealed and characterized. MDR1 turned out as a highly polymorphic gene with many single nucleotide polymorphisms (SNPs). Most of the SNPs were intronic or silent. Homozygous carriers of the non-coding SNP in exon 26 3435C>T had lower intestinal P-glycoprotein expression rates and thus enhanced absorption of the model compound digoxin as compared to wildtype controls. The analysis of pharmacokinetic profiles in different MDR1-haplotypes of the linked SNPs in exon 21 2677 and exon 26 3435 supported the above data. An oral single dose of 1 mg digoxin did not result in genotypic differences of tested genotypes, probably because this dose was above the maximal transport capacity of P-glycoprotein. The biliary export pump for monoanionic bile acids (Bsep) was identified as an 160 kDa glycoprotein of the ABC transporter family by screening a rat liver cDNA library. The transcriptional regulation and modulatory factors of Bsep (Abcb11) gene expression were analyzed in vitro and in animal models of cholestasis. The promoter activity of Bsep was stimulated by bile acids via a proximal FXRE motif. Drugs were also able to modify Bsep gene transcription. Adaptive regulation of hepatocellular transporters during cholestasis followed a pattern of diminished expression of most basolateral uptake carrier systems and maintained or even upregulated protein mass of canalicular (apical) exporters. This pattern serves as a protective mechanism of the liver cells preventing intracellular accumulation of toxic bile acids and providing unimpaired biliary flow and clearance.

A influencia dos polimorfismos genéticos de HMGCoA redutase (HMGCR) e LDL receptor (LDLR) na resposta a atorvastatina (10 mg/dia/4semanas) foi avaliada em individuos hipercolesterolemicos (HC). Amostras de sangue foram coletadas de 153 HC e 182 normolipidemicos (NL) para determinações de lipideos séricos e extração de DNA. Polimorfismos de troca única (SNP) HMGCR (A11898T e T24558G) e LDLR (C16730T, C20001T, G26857A) foram detectados. por PCR-RFLP. Os alelos HMGCR 11898T e 24558G foram associados com menores triglicérides e VLDL-C séricos nos grupos NL e HC (p<0,05). Além disso, o SNP HM0CR T24558G foi relacionado com HDL-C e apoAI séricos aumentados em resposta a atorvastatina no grupo HC. O alelo LDLR 20001 C foi associado com maior apoAI sérica basal no grupo NL (p=O,034) e com melhor resposta de apoAI a atorvastatina no grupo HC (p=O,045). Foi observada relação entre o haplótipo heterozigoto LDLR 20001 C/16730T e redução significativa de apoB e aumento de apoAI no soro após o tratamento com atorvastatina (p<O,05). Em conclusão, os SNPs HMGCR A 11898T e T24558G influenciam os triglicérides e VLDL-C séricos independentemente do estado lipêmico e o haplótipo LDLR 20001 C/16730T está associado com melhor resposta de apoB e ApoAI séricos em resposta a atorvastatina. / Influence of the HMGCoA reductase (HMGCR) and LDL receptor (LDLR) gene polymorphisms on response to atorvastatin (10 mg/day/4weeks) was evaluated in hypercholesterolemic (HC) individuais. Blood samples were collected from 153 HC and 182 normolipidemic (NL) individuais for serum lipids determinations and DNA extratcion. Single nucleotide polymorphisms (SNP) HMGCR (A11898T e T24558G) and LDLR (C16730T, C20001T, G26857A) were detected by PCR-RFLP. HMGCR 11898T and 24558G alleles were associated with lower serum triglycerides and VLDL-C in NL and HC groups (p<0.05). Moreover, the SNP HMGCR T24558G was related to increased serum HDL-C and apoAI in response to atorvastatin in the HC group. The LDLR 20001 C allele was associated with higher basal serum apoAI in the NL group (p=0.034) and with better response of apoAI to atorvastatin in HC group (p=0.045). There was a relationship between heterozygote LDLR 20001 C/16730T haplotype and a significant reduction of apoB and increase in apoAI serum leveis after atorvastatin treatment (p<0.05). In conclusion, the HMGCR A11898T e T24558G SNPs influence serum triglycerides and VLDL-C independently of the lipemic status and LDLR 20001 C/16730T haplotype is associated with better serum apoB and Apol response to atorvastatin treatment.

A depressao refrataria e caracterizada por ciclos recorrentes de longa duracao de episodios severos, que nao remitem ao utilizar varios tipos de antidepressivos. Ate 20% desses pacientes necessitam de tratamentos com a utilizacao de multiplos antidepressivos e/ou eletroconvulsoterapia (ECT). Para minimizar a duracao da doenca, o surgimento de reacoes adversas a medicamentos e os custos medicos com o tratamento, torna-se util o conhecimento previo da terapia que provavelmente sera mais efetiva e melhor tolerada para cada paciente. Um dos objetivos deste trabalho foi identificar polimorfismos de DNA em genes envolvidos na farmacocinetica e farmacodinamica dos antidepressivos, que poderiam estar envolvidos com a resposta terapeutica na depressao unipolar ou bipolar. Para tanto, avaliamos polimorfismos de DNA tais como: CYP2D6, CYP2C19, CYP2C9, ABCB1, SCL6A2, SLC6A3, HTR1A, HTR2A, TPH1, TPH2, COMT. Desse modo, polimorfismos nos genes selecionados foram genotipados em pacientes com depressao que respondem ao tratamento e em pacientes com os mesmos diagnosticos que sao refratarios ao tratamento medicamentoso e, por esse motivo, sao submetidos a ECT. Em nosso estudo, encontramos somente diferencas significativas no genotipo entre refratarios e respondedores para o gene ABCB1 [aumento da frequencia do genotipo CT em pacientes refratários para o polimorfismo rs1128503 (p=0,007) ] e para o polimorfismo rs6314 no gene HTR2A [ aumento da frequencia do genotipo AG em pacientes respondedores (p=0,042) ]. Para os demais genes nao encontramos diferencas entre as frequencias alelicas e genotipicas. Para realizarmos uma analise mais abrangente, utilizamos o metodo CART (Classification regression tree). Com ele pudemos fazer um modelo de Arvore de Decisao que possibilitou unificar os resultados dos genotipos dos polimorfismos estudados nos genes CYP2D6, CYP2C19, CYP2C9, ABCB1, SCL6A2, SLC6A3, HTR1A, HTR2A, TPH1, TPH2, COMT, afim de identificar o conjunto de genotipos que poderiam mostrar o percentual de chance dos pacientes serem refratarios ou respondedores, ou seja, conseguimos adequar uma metodologia estatistica que avalia os genótipos de diferentes genes em conjunto, identificando assim, qual e a contribuicao dos genotipos para a condicao de refratario ou respondedor. Com isso, criamos um modelo de analise de varios genotipos ao mesmo tempo que seleciona aqueles que melhor classificam os grupos (refratarios e respondedores). O que seria mais eficaz do que fazer associacoes individuais, porque, a arvore de decisao e capaz de encontrar interacao entre os genotipos, alem de evitar colinearidade. Com nossos dados de genotipagem, conseguimos uma arvore que apresenta uma sensibilidade de 81,6%, especificidade de 58,1% e precisao de 71,5%. Acreditamos que futuramente a utilizacao da combinacao de genotipos de um grupo de genes relacionados a farmacocinetica e dinamica de medicamentos utilizados no tratamento de diferentes doencas, possa ser simplesmente inserido em um banco de dados que determine as possibilidades do paciente responda ou nao a determinado tratamento (baseado no modelo da Arvore de Decisao). Acreditamos tambem que a determinacao de um conjunto de polimorfismos relacionados a resposta e refratariedade ao tratamento com antidepressivos pode trazer beneficios clinicos ao paciente, contribuindo para a personalização da terapia, melhorando a eficacia do tratamento da depressao unipolar ou bipolar / Refractory depression is characterized by recurrent cycles of long and severe episodes which did not remit even with the use various classes of antidepressants. Up to 20% of patients need treatments with the use of multiple antidepressants and/or electroconvulsive therapy (ECT). To minimize the duration of the disease, the adverse drug reactions and medical costs with treatment, it is useful to have prior knowledge of the therapy that will probably be more effective and better tolerated for each patient. One of the objectives of the work was to identify DNA polymorphisms in genes involved in pharmacokinetics and pharmacodynamics of antidepressants, which could be involved in the therapeutic response in unipolar or bipolar depression. To this end, we evaluated the DNA polymorphisms on the genes: CYP2D6, CYP2C19, CYP2C9, ABCB1, SCL6A2, SLC6A3, HTR1A, HTR2A, TPH1, TPH2, and COMT. Thus, polymorphisms in selected genes were genotyped in patients with depression who respond to treatment and in patients with the same diagnosis who are refractory to drug treatment and, therefore, are subjected to ECT. In our study, only significant differences between the genotype of refractories and nonrefractory patients were in the ABCB1 gene [increase of the CT genotype frequency in patients refractory to the rs1128503 polymorphism (p=0.007)] and the rs6314 polymorphisms in the HTR2A gene [the increased frequency AG genotype in non-refractory patients (p=0.042)]. For other genes we found no differences between the allele and genotype frequencies. In order to conduct a more comprehensive analysis, we used the CART method (classification regression tree). With it, we could make a decision tree model that made it possible to unify the results of the genotypes of the polymorphisms studied in the CYP2D6, CYP2C19, CYP2C9, ABCB1, SCL6A2, SLC6A3, HTR1A, HTR2A, TPH1, TPH2, COMT genes, in order to identify a set of genotypes that could show the probability of one patient being refractory or non-refractory to treatment, i.e., we can tailor a statistical methodology that evaluates the genotypes of different genes together, thereby identifying which is the contribution of genotypes for the condition of refractory or non-refractory. Therefore, we created a model of analysis of various genotypes at the same time selecting those that best classify groups (refractory and non-refractory), what would be more effective than do individual associations, because the decision tree is able to find interaction between genotypes and avoids collinearity. With our data genotyping, we got a tree that has a sensitivity of 81.6%, specificity of 58.1% and accuracy of 71.5%. We believe that the future use of the combination of genotypes of a group of genes related to pharmacokinetics and dynamics of drugs used to treat different diseases can be simply inserted into a database to determine the chances of the patient to respond or not to the treatment (according to the decision making tree model). We also believe that the determination of a set of polymorphisms related to the response and non-response to treatment with antidepressants can bring clinical benefits to patients, contributing to customize therapy, improving the effectiveness of the treatment of unipolar or bipolar depression

La variabilité pharmacocinétique liée à une élimination des médicaments par glucuronoconjugaison a été peu étudiée. Nous avons donc choisi d’étudier les caractéristiques pharmacocinétiques de deux médicaments glucuronoconjugués, l’acide mycophénolique (MPA, prodrogue, mycophénolate mofétil ou MMF) et le raltégravir, dans certaines situations cliniques spécifiques. Deux études cliniques ont été réalisées avec le MMF. En transplantation hépatique pédiatrique, des AUC0-12 de MPA supérieures à 30 mg.h/L ont été obtenues chez tous les enfants avec une dose de 600 mg/m² de MMF administrée par voie orale deux fois par jour. L’estimation de l’AUC0-12 par méthode non compartimentale étant particulièrement contraignante en pédiatrie, nous avons développé une stratégie de prélèvements limités permettant une estimation à partir de seulement trois prélèvements. Chez des patients adultes transplantés rénaux, nos travaux ont permis de caractériser le polymorphisme génétique des transporteurs ABCC2 et ABCB1 et l’albuminémie comme étant des facteurs de variabilité inter et intra-individuelle de la pharmacocinétique du MPA. Les concentrations intracellulaires moyennes de MPA dans les cellules mononuclées du sang périphérique étaient élevées et largement supérieures à la concentration de MPA inhibant 50% de l’activité de l’IMPDH. Nos premiers résultats concernant le raltégravir montrent que ses paramètres pharmacocinétiques sont caractérisés par une variabilité inter-individuelle importante chez des patients infectés par le VIH. Nous avons établi que le raltégravir ne se fixe pas du tout sur l’alpha-1-glycoprotéine acide mais se fixe à 60% sur l’albumine, cette fixation étant dépendante du pH plasmatique. Cependant, cette forte liaison du raltégravir à l’albumine n’empêche pas une bonne diffusion du médicament dans le compartiment séminal. En conclusion, les études de pharmacocinétique clinique que nous avons menées montrent que la variabilité de la pharmacocinétique de ces deux médicaments glucuronoconjugués est aussi importante que pour des médicaments métabolisés par le cytochrome P450 3A4. L’identification des facteurs de variabilité de ces médicaments contribue à l’optimisation des traitements. / Pharmacokinetic variability was poorly studied for drugs eliminated by glucuronidation. We therefore chose to study the pharmacokinetic parameters of two glucuronidated drugs, mycophenolic acid (MPA, prodrug, mycophenolate mofetil or MMF) and raltegravir, in specific clinical situations. Two clinical studies were conducted with MMF. In pediatric liver transplantation, MPA AUC0-12 above the target AUC of 30 mg.h/L were obtained in all children with a MMF dosing regimen of 600 mg/m² administered orally twice a day. As extensive AUC monitoring is laborious, especially in children, we developed a limited sampling strategy to calculate MPA AUC0-12 with only three samples. In adult renal transplantation, our work allowed us to characterize genetic polymorphism of ABCC2 and ABCB1 genes and serum albumin as factors of inter and intraindividual variability in MPA pharmacokinetics. We demonstrated that MPA concentrations in peripheral blood mononuclear cells were high and well above the concentration of MPA responsible for a 50%-inhibition of the activity of IMPDH. Our first results show that the raltegravir pharmacokinetics is characterized by a wide interindividual variability in HIV-infected patients. Raltegravir does not bind to alpha-1-acid glycoprotein but binds to 60% to albumin and this binding is pH-dependent. Despite this high protein binding, a good penetration into the seminal compartment was evidenced. In conclusion, these clinical pharmacokinetic studies demonstrated that the variability in the pharmacokinetics of these glucuronidated drugs is as important as the one exhibited by drugs metabolized by cytochrome P450 3A4. Identifying factors of variability of these glucuronidated drugs contributes to optimizing patient care.

Introdução: O polimorfismo de inserção/deleção de 14 pb no éxon 8 do gene HLA-G é uma variante funcional com propriedades anti-inflamatórias, que tem sido associada a melhores respostas à monoterapia ou ao tratamento combinado com metrotexato (MTX) em pacientes com artrite reumatóide (AR). Objetivo: Determinar se o polimorfismo de 14 pb do gene HLA-G está associado com maior suscetibilidade à doença, com características clínicas e como fator preditivo da resposta à terapia em pacientes portadores de AR tratados com uma estratégia de tratamento intensivo com MTX. Métodos: Uma coorte prospectiva composta de 309 pacientes consecutivos foi estabelecida entre Junho de 2007 e Dezembro de 2009. Controles caucasianos saudáveis da mesma área geográfica e antecedentes étnicos foram selecionados. Um subgrupo de 188 pacientes com AR anteriormente não submetidos a decisões terapêuticas baseadas em escores de atividade da doença e sem critérios de doença em remissão pelo CDAI (>2.8) foram incluídos na análise de resposta clínica ao MTX (baseada em estratégia intensiva) e seguidos por um período de 14 meses (±5.29). Pacientes e controles foram genotipados para o polimorfismo de 14 pb por PCR com primers específicos para o éxon 8 do gene HLA-G. Uma análise multivariada foi realizada para investigar o efeito da homozigose para a deleção no polimorfismo 14bp do HLA-G sobre as mudanças no DAS28. Resultados: Entre os 309 pacientes com AR (média de idade 60.6 ±12.4 anos), não foram observadas diferenças nas freqüências alélicas em relação às características clínicas, incluindo escores de atividade e funcionais. Também não foram observadas diferenças significativas nas freqüências genotípicas e alélicas entre pacientes com AR e controles. Na análise de resposta clínica do subgrupo de 188 pacientes, medianas e médias dos escores de atividade da doença melhoraram ao final do estudo (DAS28: 5.0 vs. 4.2, p<0.001; respectivamente). A média de incremento da dose de MTX comparado ao baseline foi respectivamente 14.7 mg ±4.8 vs. 17.4 mg ± 4.7 (p<0.001). Em análise multivariada, o modelo foi significativamente associado às mudanças no DAS28 (R2ajustado=0.353; p<0.001) ou seja os fatores clínicos incluídos na análise explicaram 35% da variação do DAS28. O modelo apontou os fatores estatisticamente significativos na predição de resposta: valor do DAS28 basal (R2 semi parcial =0.261; p<0.001), gênero (R2 semi parcial = 0.034; p=0.003) e a interação entre a homozigose da deleção para 14 pb e o uso do MTX (R2semi-parcial = 0.017; p=0.031) como fatores preditivos independentes de resposta. Na análise estratificada pela presença de homozigose para a deleção ou outros genótipos, houve uma tendência para maior variação no DAS28 nos pacientes que utilizaram MTX no subgrupo -/-14-bp HLA-G (-1.4±0.3 vs. -0.4±0.5; p=0,071), o que não foi observado entre outros genótipos (-1,1 ±0,2 vs. -1,3 ±0,4; p=0,496). Conclusão: A ocorrência de homozigose para deleção de 14 pb no gene HLA-G foi independentemente associada com melhor resposta ao MTX em uma coorte prospectiva de pacientes com AR. Os achados trazem à luz um promissor marcador genético que precisa ser replicado em coortes independentes maiores. Maior número de estudos são necessários para que se possa identificar perfis genéticos capazes de selecionar individualmente os pacientes mais propensos a respostas ótimas ao MTX. / Background: 14-bp insertion/deletion in exon 8 of the HLA-G gene is a potentially functional polymorphism that has been implicated in the response to MTX monotherapy or combination in rheumatoid arthritis (RA) patients. Objectives: We sought to determine whether the 14-bp insertion/deletion polymorphism in exon 8 of the HLA-G gene is associated with susceptibility to RA, clinical features, or response to MTX therapy. Methods: We determined the HLA-G 14-bp insertion/deletion polymorphism genotypes in a prospective cohort of 309 consecutive RA patients and 294 healthy controls, and looked for associations between genotype and clinical features of RA. Multivariate analyses were performed to investigate the effect of homozygosity for the -14/-14 bp genotype on changes in DAS28 in response to MTX therapy in a subgroup of 188 RA patients. Results: Among the 309 RA patients, no correlations were observed between allele or genotype frequencies of the HLA-G gene polymorphism and clinical features, including disease activity scores and functional scores. No significant differences were observed in the genotype and allele frequencies between RA patients and controls. In the subgroup evaluated for clinical response to MTX, we observed a decrease in mean DAS28 over the course of the study. Furthermore, a better response to MTX treatment, measured by adjusted mean of DAS28 change, was observed in those patients with the HLA-G -14/-14-bp genotype, which was not observed among other genotypes. Conclusion: Homozygosity for the 14 bp deletion polymorphism within exon 8 of the HLA-G gene was associated with a better response to MTX in a prospective cohort of patients with RA. This is a promising genetic marker for predicting response to MTX therapy in RA.