Neste artigo: - Amazônia: Potencial Genético na Mira das Indústrias Farmacêuticas - Denúncia partiu de conselheiros da BioAmazônia - Farmacogenética - Benefícios da Farmacogenética - Desvendando Polimorfismos de Nucleotídeos - Testes de Farmacogenética - O Futuro da Farmacogenética "A farmacogenética institui-se no mundo moderno como uma promissora área do desenvolvimento da indústria farmacêutica, podendo trazer numerosas vantagens para a produção de medicamentos com menores reações colaterais e interações medicamentosas prejudiciais. Ao mesmo tempo, os estudos desta nova ciência suscitam as mais variadas cobiças e a Amazônia, tesouro de material genético, já está no alvo de organizações internacionais. Confira aqui estas disputas e também o potencial desta revolução biotecnológica que está se avizinhando neste terceiro milênio". Amazônia: Potencial Genético na Mira das Indústrias Farmacêuticas O mapeamento genético, em nome do desenvolvimento da ciência, estimula a ambição da indústria farmacêutica, que vê nos novos descobrimentos da genética, possibilidades de ampliar seus ganhos e cifras. O método de decodificação e seqüenciamento dos genes, desenvolvido pelo Projeto Genoma Humano, dá início a uma autêntica revolução biotecnológica para o século 21. Com o novo conceito, o Brasil expõe-se como o maior detentor de riquezas naturais do mundo, já que possui a mais rica reserva de fauna e flora distribuídas pela Mata Atlântica e principalmente pela Floresta Amazônica. A corrida pelo ouro já começou, e o contrato entre a BioAmazônia (Associação Brasileira para Uso Sustentável da Biodiversidade da Amazônia) e o laboratório suíço Novartis Pharma AG, assinado no último dia 29 de abril, mostra, conforme denúncia de alguns membros do Conselho de Administração e do Conselho Técnico-Científico da BioAmazônia, que o patrimônio genético tanto pode significar uma importante alternativa de desenvolvimento econômico e científico para o Brasil, como pode resultar em mais uma oportunidade de negócio rentável entregue por valores subavaliados a grupos estrangeiros. Pelo acordo, o Brasil enviaria material genético vivo (germoplasma) em larga escala em troca de R$ 6,4 milhões, a serem repassados pela Norvatis durante o período de três anos. Denúncia Partiu de Conselheiros da BioAmazônia O acordo foi denunciado por alguns membros do Conselho de Administração e do Conselho Técnico-Científico da BioAmazônia, alguns dias antes de ser assinado. Segundo esses conselheiros, há mais de um ano o presidente da BioAmazônia vinha negociando com a Novartis. Após o escândalo na comunidade científica, o Ministério do Meio Ambiente brecou a parceria entre a Associação e a indústria suíça. Segundo o ministro José Sarney Filho, o Contrato de Gestão firmado pelo Poder Público com a BioAmazônia para implementar o Programa Brasileiro de Ecologia Molecular para Uso Sustentável da Biodiversidade da Amazônia (Probem/Amazônia), não autoriza a entidade a realizar acordos, convênios ou contratos de bioprospecção com bio indústrias. O Ministério do Meio Ambiente afirma que o Contrato de Gestão limita a interferência da BioAmazônia com as bioindústrias no sentido de articulação de oportunidades de formação de parcerias e participação em negociações juntamente com os segmentos públicos e privados envolvidos na implantação de um vasto projeto de desenvolvimento do potencial bioindustrial da Floresta. Os termos impostos pela Norvatis foram desaprovados pela comunidade científica, parlamentares e pesquisadores, que ficaram sabendo do conteúdo do contrato após a divulgação de um documento encaminhado pelo professor da Universidade do Amazonas, Spartaco Astolfi Filho, representante dos associados no Conselho de Administração e coordenador do Conselho TécnicoCientífico da BioAmazônia. O cientista acredita ser perigosa a permissão ao amplo acesso à biodiversidade da região, sem que exista uma legislação específica em vigor. Ele criticou as cláusulas e condições impostas pela Norvatis, em que torna a BioAmazônia apenas uma assistente de transferência física de material genético brasileiro para o aproveitamento comercial exclusivo de seus parceiros. Outra crítica feita por Astolfi Filho ao contrato deve-se ao fato de que não há transferência de tecnologia, nem investimento de recursos suficientes para desenvolver no Brasil uma base laboratorial, como está previsto no Probem. Um novo acordo entre a BioAmazônia e a suíça Norvatis está para ser anunciado ainda este ano. Farmacogenética A reação do indivíduo na resposta às drogas é um problema clínico substancial. Tal variação se dá desde uma falha na resposta a um remédio até reações adversas à medicamentos e interações droga-droga, quando várias delas são administradas concomitantemente. As conseqüências clínicas variam desde um desconforto do paciente até uma fatalidade ocasional. Um estudo realizado na Inglaterra sugeriu que aproximadamente uma a cada 15 internações hospitalares é devida a reações adversas à droga, e uma pesquisa americana recente estimou que 106.000 pacientes morrem e 2,2 milhões são prejudicados a cada ano por reações adversas a medicamentos prescritos. Com as recentes descobertas, fica evidente que grande parte da individualidade na resposta à droga é hereditária: esta variabilidade é determinada geneticamente e define a área de pesquisa conhecida como farmacogenética. Com o seqüenciamento do código genético humano, a pesquisa em farmacogenética ganha enorme impulso. Graças ao surgimento de novas tecnologias que permitem o rápido rastreamento para polimorfismos específicos, assim como o conhecimento, recentemente conquistado, das seqüências genéticas de genes alvo, tais como aqueles que codificam para enzimas, canais de íon e outros tipos de receptores na resposta à medicamentos. De acordo com artigo publicado pelos cientistas Roland Wolf, Gillian Smith e Robert Smith, todos de centros de pesquisa localizados na Inglaterra, o trabalho em farmacogenética está se desenvolvendo atualmente em duas direções principais: primeiramente, identificando genes específicos e produtos gênicos associados a várias doenças que podem atuar como alvos para novos medicamentos e, em segundo lugar, identificando genes e alelos variantes de genes que alteram nossa resposta aos medicamentos atuais. Benefícios da Farmacogenética Os estudiosos prevêem que com o desenvolvimento das pesquisas no campo do polimorfismo dos genes, será possível eliminar as reações adversas no tratamento de pacientes, reduzindo o quadro de intoxicações e de ineficiência das drogas. Será possível a recomendação da prescrição médica relacionando a dose ao genótipo, o que evidenciará a possibilidade de interações medicamentosas quando múltiplos medicamentos forem prescritos concomitantemente. Benefícios econômicos também vão resultar da evolução da farmacogenética. O teste de identificação de genes reduzirá substancialmente a necessidade de hospitalização e seus custos associados, devido às reações adversas aos medicamentos. A indústria farmacêutica também poderá desenvolver novas drogas para pacientes com genótipos específicos - a chamada "estratificação medicamentosa". Desvendando Polimorfismos de Nucleotídeos Com o avanço de novas pesquisas e o aumento do conhecimento na área genética, principalmente através do projeto Genoma Humano, possibilita-se a busca pela identificação de polimorfismos de nucleotídeos únicos - diferenças entre pessoas de um único par de bases em seu DNA. Estes polimorfismos podem ser usados para identificar genes específicos associados a várias doenças tais como o câncer, o diabete e a artrite. Há esperança que muitas das proteínas codificadas por esses genes tornem-se produtos para novos medicamentos. Por estes genes terem sido identificados por análise de polimorfismo, as drogas direcionadas para tais alvos podem ter diferentes efeitos em pacientes diversos e algumas drogas serão mais eficazes em pacientes com variantes gênicas específicas. Isso leva ao conceito de estratificação da droga ou ao tratamento medicamentoso individualizado, no qual a escolha da droga é influenciada pelo "status" genético do doente. O maior desafio dos próximos anos será determinar a função de cada gene polimórfico ou do produto gênico e suas formas diversas. É obrigatório determinar se um produto gênico tem importância farmacológica ou toxicológica e se as variantes alélicos individuais têm importância terapêutica. De acordo com os pesquisadores ingleses, estes são os maiores obstáculos e se passarão muitos anos até que este aspecto da farmacogenética seja praticável no desenvolvimento das drogas, o que trará grande rentabilidade financeira para as indústrias farmacêuticas. Testes de Farmacogenética Até pouco tempo a única forma de identificar um paciente com um fator de risco genético para uma reação colateral a um medicamento era através de "testes de fenotipagem", com a administração de um marcador específico da droga ou de uma substância de teste. Esses procedimentos eram cansativos e envolviam a administração invasiva da substância de teste, a coleta de amostras e subseqüente análise bioquímica. Os testes modernos baseados no DNA que requerem apenas uma pequena amostra de tecido - sangue de uma ponta de dedo, células provenientes de um lavado oral ou células de folículo piloso - possibilitam a rápida e inequívoca determinação do "perfil farmacogenético" ou genótipo de um paciente. A aplicabilidade clínica do teste farmacogenético depende da importância relativa de cada polimorfismo na determinação do resultado terapêutico. Os médicos precisam saber se a droga que eles estão prescrevendo está sujeita à variabilidade farmacogenética e como usar esse conhecimento. Além disso, é preciso haver disponível um serviço de teste confiável, baseado no DNA. Para alguns polimorfismos farmacogenéticos, acredita-se que atualmente há conhecimento suficiente sobre as implicações das variações geneticamente determinadas para proporcionar bases populacionais para testes farmacogenéticos. Os detalhes de mais de 20 drogas que são conhecidas como substratos de CYP2D6 estão disponíveis tanto no ABPI Compendium of Data Sheets, na Grã-Bretanha, quanto no Physicians Desk Reference, nos Estados Unidos. Isso pode permitir a escolha e doses de medicamentos específicos, particularmente aqueles para tratamento de doenças psiquiátricas, para uso mais apropriado. No momento, as reações colaterais às drogas ocorrem numa proporção substancial de pacientes: um estudo americano recente mostrou que, em pacientes com prescrição de medicamentos psiquiátricos que são substratos de CYP2D6, as reações adversas ao medicamento foram observadas em todos os pacientes com mutações hereditárias que inativam o gene do CYP2D6. O Futuro da Farmacogenética O teste farmacogenético pode proporcionar o primeiro exemplo de um mecanismo em que o exame baseado em DNA pode ser aplicado a populações, mas ainda temos um longo caminho a percorrer até obtermos um "chip" farmacogenético de DNA que os clínicos gerais possam usar para identificar todas as drogas às quais um paciente em particular é sensível. No entanto, há evidências crescentes de que a farmacogenética será extremamente importante no serviço de saúde. Um dia poderá ser considerado não ético não realizar tais testes rotineiramente para evitar a exposição dos indivíduos a doses de medicamentos que podem lhes ser prejudiciais. A capacidade de identificar indivíduos sensíveis, tanto antes da administração de uma droga como após uma reação adversa, também pode ter importância econômica, já que iria evitar o empirismo associado a unir o medicamento mais adequado à dose ideal para cada paciente. Também poderá reduzir substancialmente a necessidade de hospitalização, e seus custos associados, devido a reações adversas aos medicamentos. Nosso conhecimento cada vez maior dos mecanismos de ação das drogas, a identificação de novos alvos de medicamentos e o entendimento dos fatores genéticos que determinam nossa resposta às drogas podem nos permitir projetar drogas que sejam especificamente direcionadas a determinadas populações ou que evitem a variabilidade genética em sua resposta terapêutica. A extensão do polimorfismo genético na população humana indica que a variabilidade farmacogenética será provavelmente um problema para a maior parte dos novos medicamentos. O desenvolvimento da farmacogenética propicia pelo menos um mecanismo para reduzir o empirismo atual e progredir no sentido de um tratamento medicamentoso mais "individualizado". Levando em conta o impulso que a farmacogenética está tomando, principalmente após o Projeto Genoma Humano, é essencial que o tema seja ensinado como parte do currículo nas faculdades de medicina de todo Brasil. Farmacogenômica: oportunidades e desafios Todos nós diariamente cuidamos de pacientes que respondem de maneira variada ao mesmo tratamento. Ao receber dose equivalente de uma mesma medicação, alguns pacientes não têm a menor resposta, outros apresentam efeitos colaterais graves, e outros respondem muito bem com remissão completa do quadro clínico. Em alguns casos, o clínico tem como prever a resposta terapêutica baseado na história pessoal ou familiar dos pacientes e na relação entre eficácia, efeitos colaterais e interações medicamentosas. Porém, em número enorme de casos não há como prever a resposta clínica a uma determinada droga. A farmacogenômica é uma nova área da medicina, que tem uma interface com a farmacologia clássica e a nova ciência da genômica. A farmacogenômica tem dois campos de interesse altamente relacionados. Primeiramente, há o estudo de como marcadores genômicos podem ser usados para identificar tipos de resposta ao tratamento farmacológico. Essa é a grande promessa do tratamento individualizado. O objetivo final dessa linha de trabalho é usar marcadores genômicos para prever a resposta às drogas. Para que isso ocorra, é necessário que vários estudos clínicos sejam desenvolvidos analisando de maneira estatisticamente rigorosa a relação entre fenótipo e genótipo. Ou seja, ao se tratar o paciente em estudos bem conduzidos, a resposta clínica favorável ou desfavorável é descrita de maneira estruturada e relacionada ao genótipo do paciente para a identificação de genótipos que respondam de maneira específica ao tratamento. Isto facilitará muito a escolha de drogas para determinado paciente e certamente revolucionará a prática da medicina. Outro aspecto importante da farmacogenômica é a possibilidade de usar a evolução genômica para a identificação de novos genes que são regulados por drogas. Muitos dos tratamentos usados hoje foram descobertos por experiência clínica, e não se sabe seu mecanismo de ação. Por exemplo, os antidepressivos agem nas monoaminas em questão de horas, enquanto seu efeito clínico é tardio, demorando várias semanas para se manifestar. Vários grupos de pesquisa, inclusive o nosso, estão testando a hipótese de que o tratamento crônico com antidepressivos afeta a regulação de genes ainda não identificados. Qual a importância disso? Em termos clínicos e econômicos, os avanços terapêuticos são manifestados pelo desenvolvimento de novas classes de drogas. Ou seja: a primeira droga de uma classe (por exemplo, o primeiro bloqueador seletivo de captação de serotonina, no caso, a fluoxetina) representa um avanço clínico e econômico maior do que outras drogas que simplesmente têm o mesmo mecanismo de ação. O uso de técnicas genômicas identificará genes que servirão como alvos terapêuticos para o desenvolvimento de novas classes de drogas que terão novos mecanismos de ação e, possivelmente, menos efeitos colaterais e maior tolerabilidade. Em futuro não muito remoto, todo clínico terá de ter conhecimentos de farmacogenômica para poder prescrever as drogas ideais para seus pacientes. Isto causará um grande impacto na prática e no ensino da medicina. No entanto, a necessidade de fazer testes genéticos para determinação da conduta terapêutica abrirá uma série imensa de problemas éticos, legais, sociais e econômicos. Inicialmente, em termos éticos, precisam-se estabelecer mecanismos adequados para a coleta e o armazenamento do DNA do paciente, além de garantir segurança e sigilo em relação ao genótipo obtido. Quem terá acesso a esses dados? O paciente, o médico, o hospital, o governo, as companhias farmacêuticas, as companhias privadas de seguro médico? O custo do seguro-saúde será mais alto para aqueles indivíduos classificados como não respondedores a drogas usadas para o tratamento de doenças comuns como o diabetes e a hipertensão? Além disso, há a parte legal. Se uma droga é recomendada para pessoas com um genótipo específico, o que ocorre se o médico precisar usar essa droga em pessoas que não têm o genótipo certo, mas não respondem a outras intervenções? Quem pagará por tal tratamento? As companhias de seguro podem usar motivos farmacogenômicos para bloquear o reembolso de certos tratamentos, dizendo que não são recomendados pela análise de genótipo. Além disso, há agora um processo legal nos Estados Unidos iniciado por um paciente que sofreu efeito colateral causado por um medicamento. Trabalhos publicados em revistas científicas mostram que uma certa percentagem de pessoas com um polimorfismo específico não se deram bem com aquela droga. O paciente teve seu genótipo testado, confirmou possuir o tal poliformismo e agora processa a companhia farmacêutica que não registrou na bula uma contra-indicação farmacogenômica. Como se pode ver, a farmacogenômica e a individualização de tratamento farmacológico não serão só um avanço científico e clínico – haverá certamente uma imensa revolução na prática da medicina e também em suas conseqüências econômicas, sociais e legais. Outra área complicadíssima é a do envolvimento das minorias étnicas nesse tipo de trabalho. Alelos que influenciam resposta a medicamentos, como os genes da superfamília do citocroma P450, que são responsáveis pelo metabolismo de grande parte dos psicotrópicos, têm poliformismos com distribuição variada em diferentes populações. Para se estudar isto, é necessário investigar vários grupos étnicos. A inclusão de pessoas, em estudos clínicos, não só por causa de seu diagnóstico mas também devido à cor de sua pele ou à sua origem geográfica abre uma série enorme de questões éticas que só agora estão sendo abordadas. Em conclusão, a farmacogenômica tem o potencial de individualizar o tratamento farmacológico e de descobrir novos alvos terapêuticos para o desenvolvimento de novas classes de drogas. Tais avanços repercutirão imensamente na prática e no ensino da medicina e também afetarão de maneira profunda os aspectos éticos, econômicos e legais da profissão. A psiquiatria estará entre as primeiras especialidades afetadas pela farmacogenômica, de modo que é importante que os psiquiatras se mantenham a par dos avanços dessa nova área da medicina do século XXI. What are pharmacogenetics and pharmacogenomics? Pharmacogenetic studies investigate the affects of genetic factors on the inconsistency of drug response by assessing the extent of the contribution of variant forms of human genes to the observed variability in drug disposition, drug action or drug toxicity. The primary goal of pharmacogenetics is to identify the right dose of the right drug for a given individual. Typically, genotyping or phenotyping strategies focus on a single gene (e.g. CYP2D6 pharmacogenetics). Pharmacogenomic investigations use constantly emerging and evolving genomic technologies to encompass comprehensive, genome-wide strategies targeted at identifying all factors that influence the response of a patient to small molecules that have been administered with therapeutic intent. Although many different definitions for ‘pharmacogenomics’ have been presented in the literature, from a drug development perspective, pharmacogenomics is best described as identifying (developing) the right drug for a given disease in the context of complex genomic factors. Application of pharmacogenetic and pharmacogenomic approaches to the treatment of pediatric diseases requires an appreciation of the dynamic changes in gene expression that accompany maturation from embryo through fetal development, the neonatal period, infancy, childhood and adolescence. It can be readily appreciated that individual gene expression does not occur in isolation during development but is instead an integral component of larger, complex networks of genes that interact during, for example, organogenesis, the establishment of receptor systems and neural networks, drug biotransformation activities and the acquisition of immune functions. In other words, the patterns of gene expression and the nature of the gene interactions that contribute to the pathogenesis of pediatric diseases (thereby serving as potential targets for pharmacologic intervention) might only be discernable or relevant at specific, crucial points in the developmental continuum. Thus, defining ‘pharmacogenomics’ as the study of how interacting systems of genes determine drug response [[1]] is particularly appealing in a pediatric and developmental context because this definition captures the essence of the developmental processes that characterize maturation from the time of birth through to adulthood while retaining a focus on the individual. Application of developmental pharmacogenomics to drug discovery Undoubtedly, there are several areas in which developmental pharmacogenetic and pharmacogenomic strategies can be applied to improve the use of currently marketed drugs or to optimize the development of new therapeutic entities intended for use in adult and pediatric populations. In this context, it is important to distinguish between the pharmacogenetics and pharmacogenomics of development and of interindividual variation. The scenario presented in Figure 1 (for a hypothetical gene) illustrates how the pharmacogenetic polymorphism of a gene could result in the presence of distinct phenotypes in adults (i.e. extensive and poor metabolizers) that characterize the interindividual variability of that gene product in the population. However, this degree of interindividual variation might not be apparent in neonates or infants because of the developmental delay in the acquisition of that particular activity. Therefore, the pharmacogenetics of development seeks to characterize the genetic basis of the change in phenotype that occurs in a given individual throughout maturation, with the potential for the occurrence of distinct developmental profiles in the population. The pharmacogenomics of development takes into consideration that the level of expression of networks of genes, rather than individual genes, varies as children mature and thus contributes to interindividual variability in drug response. The remainder of this review will address four broad applications of pharmacogenetics and pharmacogenomics that are relevant to the safe and effective use of medications in clinical pediatrics. Pharmacogenetics in Patient Care Pharmacogenetics will give clinicians the tools to predetermine response to pharmacotherapy by looking for specific polymorphisms in Cytochrome P450 and other enzymes involved in drug metabolism. Pharmacogenetics also will have an important role in determining or predicting patient response to environmental toxins. There have been many programs dealing with pharmacogenetics in drug discovery. AACC presents a program on how pharmacogenetics will change patient care. Speakers: Introduction Roland Valdes, PhD, Moderator Director Clinical Chemistry and Pharmacogenetics Department of Pathology & Laboratory Medicine University of Louisville Louisville, KY What is Pharmacogenetics? David Cooper, MD, PhD Founder and Editor-in-Chief, Molecular Diagnostics Populations and Polymorphisms Wendell Weber, MD, PhD Department of Pharmacology University of Michigan, Ann Arbor, MI Pharmacogenetic Technologies Michael Shi, MD, PhD Parke-Davis Pharmaceutical Research Ann Arbor, MI How Payors View Pharmacogenetics Barry Berger, MD, PhD Department of Pathology Harvard Vanguard Medical Associates Cambridge, MA Pharmacogenetics in Neurology/Psychiatry Judes Poirer, PhD Director, McGill Aging Research Center Montreal, PQ, Canada Pharmacogenetics in Hematology/Oncology Mark Ratain, MD Professor of Medicine and Chair, Committee on Pharmacology University of Chicago Medical Center, Chicago, IL Pharmacogenetics in Cardiology David Flockhart, MD Department of Clinical Pharmacology Georgetown UniversityWashington, DC Pharmacogenetics in Environmental Medicine Jun-Yan Hong, MD Laboratory of Cancer Research College of Pharmacy Rutgers University Piscataway, NJ Introduction Roland Valdes, Ph.D. University of Louisville School of Medicine Over the last five years there’s been a tremendous amount of activity in pharmacogenetics, a discipline that has developed for a number of years in a basic science environment but now looks poised to enter the clinical arena. Numerous articles in publications like Nature Biotechnology and the American Medical Association’s Health and Science have noted that "Soon, physicians will be able to leave behind trial and error prescribing. Instead, they’ll choose drugs depending on a patient’s genetic make-up." Underdosing, overdosing, and misdosing cost the US more than one hundred billion dollars a year, and can be considered a leading cause of death in this country. Pharmacogenetics can help address why some individuals respond to drugs and others do not. It can also help physicians understand why some individuals require higher or lower dosing for optimum response to a drug. It could potentially tell physicians who will respond to a drug and who will have toxic side effects. Systemic drug concentration is the end result of drugs ingestion absorption, metabolism, clearance and excretion. Much of pharmacogenetics has focused on the mechanisms that control the systemic drug concentration. But the drugs also act on receptors that can themselves have polymorphisms. The receptor side of this is very important, and we’re just beginning to scratch the surface of the application of this field to receptors. The following presentations explore pharmacogenetics as it applies to neurology, oncology, cardiology, and even to environmental medicine. As you read them, ask yourself what the role of the clinical laboratory should be in applying pharmacogenetics to medical care. One role might be to develop genetic profiling strategies to maximize the sensitivity and specificity of tests in predicting phenotypes. Another role might be to reduce the cost of the test and the technical difficulty of the test. A third possible role, perhaps the most important, is to increase the availability of this testing which is now being done in very few laboratories, and mostly in pharmaceutical companies. When should the testing be done—before the patient goes on medication or after there’s therapeutic failure? How should dosing be adjusted? Should alternative therapy be considered at any point based on a patients genetic make-up? These are the kinds of questions we absolutely need to answer before we can begin to apply this field and make it a routine part of laboratory medicine. What is Pharmacogenetics? David L. Cooper, M.D., Ph.D. Founder and Editor-in-Chief, Molecular Diagnostics Why is it that a drug can help one patient and not another? Geneticists have set their sights on answering that question and their discoveries will revolutionize clinical laboratory medicine. Pharmacogenetics is the study of the hereditary basis for differences in populations’ response to a drug. The same dose of a drug will result in elevated plasma concentrations for some patients and low concentrations for others. Some patients will respond well to the drugs, while others will not. A drug might be toxic to some patients but not to others. For years physicians have noted these differences but had no way to predict them. Pharmacogenetics promises to change that forever. Now that the new DNA technologies allow extensive mapping and analysis of the genetic code, researchers can identify candidate genes that might influence the effectiveness of a drug. They do this by looking for polymorphisms, changes in the DNA sequence of genes between individual people or chromosomes that correlate with a certain clinical outcome. Most people think of genetic mutations as being harmful, but most polymorphisms simply contribute to individual diversity, including a variable affinity for drugs. The ability to detect polymorphisms is the cornerstone of pharmacogenetics. To look for significant polymorphisms, researchers can pick candidate genes in a number of different ways. In general, they choose a candidate gene from known genes, from new genes, or through whole genome marker strategies. High-throughput technologies like DNA chips will allow simultaneous analysis of thousands of genes for thousands of people, providing information that could then be correlated with clinical outcomes data. An interesting polymorphism could then be examined by pharmaceutical companies in prospective and/or retrospective clinical trials of a drug. While pharmacogenetics has to do with individuals’ response to certain drugs, pharmacogenomics is a broader term used to describe the commercial application of genomic technology in drug development and therapy. Pharmacogenomics is not about the discovery of new genes and new gene functions although that is a part of it. In the short term, it is probably the study of known polymorphisms and known metabolic enzyme families of known drug targets. In the medium term, it is the role of polymorphisms and candidate genes and drug therapy and toxicity. In the long term, it will be the discovery of new drug response genes and development of novel molecules to target these genes. After genes are linked with disease pathogenesis, pharmacogenomics will validate targets as appropriate sites of therapeutic intervention. Then scientists will identify or design therapeutic agents that interact with these targets in a way that achieves positive clinical outcome and minimal toxicity. In the future, specific disease diagnoses may be based on molecular mechanisms involved rather than clinical presentation. Common diseases like hypertension, diabetes, and cancers will be subdivided based on differences in molecular mechanisms. This subdivision of common diseases is going to be important. Such an approach requires improved molecular diagnostic capabilities and substantial interpretation of more biological data and less reliance on clinical presentation. Molecular diagnostics will revolutionize the practice of medicine. Doctors will use genetic tests to predict clinical progression, likeliness of therapeutic response, and environmental influences. This will be coupled with drug development that will be rationally based on our understanding of molecular pathogenesis. The role of genes in determining disease susceptibility, progression, complications, and its response to treatment will be equally important. The managed care community will embrace appropriate use pharmacogenomics. In a managed care environment, pharmacogenomics can identify the patients for whom a drug would be safe and effective. A diagnostic product that enables the drug to be selectively prescribed to these patients would provide cost savings to the health care providers. It has the potential to increase drug efficacy, reduce follow-up and doctor visits, eliminate costly ineffective drug alternatives, eliminate prescription by trial-and-error and eliminate possible drug toxicity at "normal" doses in non-metabolizers. Populations and Polymorphisms Wendell W. Weber, M.D., Ph.D. Professor Emeritus Pharmacology, University of Michigan Population frequencies of many pharmacogenetics traits have been shown to depend on ethnic specificity. Most allelic variance could only be inferred before we began to use molecular genetics to investigate them, but now they can very often be explained in molecular terms. Knowledge of ethnic specificities of pharmacogenetic traits is essential for new drug development and clinical care. Generally speaking, humans are classified into three major groups: the Negroid, Mongoloid, and Caucasoid. Traditional categories used to distinguish between different races are geography, anthropology (similarity in appearance among individuals), language, and an ill-defined category called ethnicity. The human race is believed to have originated in Africa. Then great waves of migration occurred throughout the world over the course of 100,000 to 150,000 years—a minuscule amount of time compared to the entire evolution of the human race and its biology. The first pharmacogenetic trait to be identified was phenylthiourea "taste blindness." It was the first demonstration that a chemical sensitivity was heritable and that chemical sensitivity could serve as a means of distinguishing between individuals. African Blacks had an incidence of around six percent, but American Blacks had anything from two to twenty-three percent. American Whites had around thirty percent, while Chinese had around six percent and Eastern Eskimos had around forty percent. Another early example of a pharmacogenetic trait was drug-induced hemolysis due to G-6-PD (glucose-6phosphate dehydrogenase) deficiency. This occurs in ten to fifteen percent of African and Mediterranean peoples. Alcohol sensitivity is another trait that's been recognized for a long time. Genetic ALDH (aldehyde dehydrogenase) and ADH (alcohol dehydrogenase) variants are very common in Asians, particularly among the Japanese. The first studies of populations and polymorphism frequency were carried out mainly by chance or just because the investigators were curious about how one race might compare with another. But the amount of information that was accumulated quickly suggested that these types of studies should be a standard part of any comprehensive examination of a pharmacogenetic trait. And so now population studies of human genotype frequencies of numerous genes of pharmacogenetic interest are automatically carried out. What would we like to know about these drug-related ethnic specificities? One of the first questions is how frequent these differences are. Also, do they offer a starting point for further investigation of the trait? A third question that can be addressed is whether the differences might be important for additional development and testing of new drugs. And of course the question arises as to whether the differences are clinically significant. The N-acetyl tranferase (NAT) polymorphism that was discovered in the 1950s demonstrated remarkable variability in allele frequency among different ethnic. And it’s fascinating that when you look at the worldwide distribution, as the latitude increases the slow acetylator allele frequency decreases. A high proportion of slow acetylators is present in populations around the equator, and higher and higher proportions of rapid acetylators as one moves north. Large differences between racial groups also occur for GST (glutathione-S-transferase), an enzyme involved in detoxification of environmental toxins. The GST null allele has been shown to affect individuals’ susceptibility to various forms of cancer. Among Blacks the allele frequency is about 0.31; among Caucasians the frequency ranges from .39 to 0.54. Another trait that has received a lot of attention is CYP2D6 (the abbreviation "CYP" indicates a variant of the enzyme Cytochrome P450), an enzyme that metabolizes at least 30 or 40 commonly used drugs. The variation in this particular gene goes both ways, with some individuals being poor metabolizers and others being very rapid metabolizers. About 5 to 10 percent Blacks and Caucasians are poor metabolizers, while very few Asians are poor metabolizers. The Ethiopian and Saudi Arabian populations demonstrate a high frequency of ultra-rapid metabolizers. Another pharmacogenetic trait that has been investigated is the CYP2C19 genetic variant. Two mutations that truncate the gene and produce a gene product with virtually no activity are present in 10 to 20% of the Japanese population. Caucasians, on the other hand, have a somewhat lower frequency of 2C19 deficiency at about 3 to 5%. These studies show that you want to be very careful about extrapolating across races with respect to substrates for the variant enzymes. Another point is that predicting unusual responses across races is unsafe. Are these specificities important in new drug development and testing? We might anticipate the answer is going to be "yes". Technologies Michael Shi, M.D., Ph.D. Senior Research Associate Parke-Davis Pharmaceutical Research The technologies available to assess a person’s polymorphism and likely response to specific drugs can be divided into two approaches--.phenotyping and genotyping. A phenotype is an observable biochemical parameter, usually a biochemical reaction. A genotype is the genetic constitution of an organism, for example, the human genome. There are advantages and disadvantages in both approaches. Phenotyping can be subdivided into functional and metabolic phenotyping. Functional phenotyping usually involves an invasive procedure, such as getting liver tissue to perform a Cytochrome P-450 enzyme activity assay. This is not usually practical because it's hard to get people to donate tissue for analysis. A more commonly used method for phenotyping is metabolic phenotyping. A drug is given to a patient who is then monitored as the drug metabolizes. For example, after patient is given a dose of caffeine and the urine and breath can be tested for metabolites. An analysis of the metabolites indicates the enzymatic pathways that patient would use to metabolize drugs analogous to caffeine. Phenotyping is straightforward but has the disadvantage that it usually involves an invasive procedure. Furthermore, if the drug is given to a poor metabolizer, the subject might actually experience unpleasant (or worse!) side effects. Many people would like to use the genotype as a predictive factor. One way to determine a person’s genotype is to use the polymerase chain reaction (PCR), a very simple technique that can amplify the nucleic acid to a measurable concentration in a short period of time. This is usually coupled with restriction fragment length polymorphism (RFLP). To increase the throughput, you can multiplex several PCR reactions together in the same tube. But RFLP and PCR have real limitations. A very skilled technician can test only 50 samples at a time, and it usually takes a couple of days. If you have a small number of samples that you want to genotype, this technique is the most appropriate. For a large number of specimens, laboratories are increasingly looking at four options: oligonucleotide ligation assay (OLA), TaqMan® allelic discrimination, microsequencing, and chip or microarrays: TaqMan was developed by Perkin-Elmer. The TaqMan probe is a very short oligonucelotide complementary to the target DNA of interest, labeled with dyes. During the PCR reaction, a recorder dye is released and generates a unique fluorescence that can be quantified. OLA is similar, in that it also involves labeled probes that give a fluorescent signal. Both of these are high-throughput and can be automated. A very promising technique is the DNA chip array. Hundreds of thousands of oligonucleotides can be attached to a solid glass or silicone surface in an ordered array. These single oligonucleotide probes serve as target-specific probes. By incorporating a fluorescent nucleotide into the PCR product, and applying it to the array, you will see a strong fluorescent signal if there is a match between the target DNA and one of the probes on the array. One company already has a chip to genotype 2D6 and 2C19 (2D6 and 2C19 are variants of Cytochrome P450), which is currently available for research applications. The chips incorporate about twenty polymorphisms of 2D6 and three polymorphisms of 2C19. In one reaction you can actually monitor all these polymorphisms. This technology could become a very powerful tool for clinical diagnosis. All of these high-throughput techniques using probes for genotyping are based on known polymorphisms. There are also circumstances where you want to identify new polymorphisms. One common procedure for this is Single-stranded Conformation Polymorphism (SSCP). SSCP is based on the principle that single-stranded molecules with single-base pair differences will have unique DNA structures. When these molecules are put on a gel, they form unique secondary structures that can be quantified. This is a very economic way to identify a novel polymorphism. Another way to do genotyping of known or novel polymorphisms is microsequencing. Computer software exists that can recognize a single base-pair difference. It can actually recognize a single nucleotide difference. How Payers View Pharmacogenetics Barry M. Berger, M.D., FCAP Director, Pathology and Laboratory Medicine Harvard Vanguard Medical Associates Harvard Vanguard Medical Associates is a multi-site, multi-specialty medical group that cares for approximately 300,000 patients in the greater Boston area. The group is exclusively contracted to the Harvard Pilgrim Health Care Area, the largest managed health care organization in that region. If routine use of pharmacogenetics is ever to become a reality, someone will have to pay for it, and it will have to be proven cost-effective through convincing outcomes studies. When it comes to making a decision about how to pay for a medical service, the decision process depends on whether the service is likely to be low volume/low cost, low volume/high cost, high volume/low cost, or high volume/high cost. Pharmacogenetics is unlikely to be either. If pharmacogenetics can become sufficiently automated and high-throughput, it may become a relatively low cost/high volume service, something like the conventional Pap smear. This would be the ideal situation. But pharmacogenetics may end up being high volume/high cost, and that raises concerns about the economics of integrating it into health care practice. Things get difficult when there is tension between who is saving money and who is spending money. Once we have significant genetic phenotypes to look for, the testing only has to be done once, until a new polymorphism is discovered. Who will bear the cost and how can the costs be shared? Potentially pharmacogenetics could give us more effective treatments—a shorter time to cure, fewer side effects, and enhanced compliance. Will pharmacogenetics give managed care organizations a competitive advantage in reducing costs or improving patient satisfaction? Organizations that are early adopters may have a big benefit if they can manage the additional expense. In terms of customer satisfaction, patients may or may not embrace pharmacogenetics. We expected many people would want BRCA testing, but the demand has not been as large as we expected. There is probably nothing as intensely private as your genotype and people fear that this information will get misused. For example, will people be denied access to drugs based on this information? Taking a look at the most expensive drugs for managed care shows that pharmacogenetics could potentially prove cost-effective, if it lives up to its promise. One major expense is cholesterol-lowering drugs, and identifying rapid metabolizers (and non-metabolizers) could enable patients to lower their cholesterol more quickly with less risk of side-effects. It would be extremely helpful to identify patients that will not respond without waiting three or four months before trying another drug. But if the end result is to tailor-make drugs for individuals, can we really afford the cost? Will patients really be that much better off? These are the open questions, and the only thing that will answer them is careful outcomes studies. Pharmacogenetics in Cardiology David A. Flockhart, M.D., Ph.D. Director of Pharmacogenetics Core Laboratory Georgetown University For the past six years I have worked in a pharmacogenetics core lab that has primarily been providing P450 and NAT2 genotypes for the National Institutes of Health, the Food and Drug Administration, academics, and the pharmaceutical industry. Pharmacogenetics will provide us with numerous new drug targets, as well as allow us to better tailor the use of drugs we already have. This will be of enormous significance in the field of cardiology. We have, for example, very few antiarrhythmic drugs that we actually prescribe on a routine basis for disease like the Long QT syndrome. This is a rare syndrome in which people have a slower repolarization of the myocardium after depolarization. It is due to mutations in the heart’s ion channels, particularly the sodium and potassium channels, and at least five genes have been implicated. Looking at genetics, patients usually have either an LQT2 mutation that encodes a potassium channel or a LQT3 mutation that encodes a sodium channel. How people with this syndrome will respond to drugs seems to depend on what mutation they have. The actual clinical application of genetic tests for these is likely to be valuable because the disorder is so rare. In this case pharmacogenetics may identify targets for pharmaceutical development. Right now patients are treated with numerous non-cardiac drugs that delay cardiac repolarization. These include antibiotics, neuroleptics, antidepressants, and antihistamines. My present area of research happens to be neuroleptics, and finding ways to identify individuals who may be at cardiac risk for these drugs. Another interesting cardiology application for pharmacogenetics involves antihypertensive drugs. In 1995, a group at Vanderbilt University School of Medicine in Nashville compared forearm blood-flow responses to isoproterenol in young black and white men with normal blood pressure. What was seen very clearly was that the white men had an increase in the forearm blood flow with increasing isoproterenol while the black men did not. This is a great example of an effect for which we have not worked out genetics. We are testing things like the beta 2-adrenergic receptors and angiotensin-converting enzyme to try to determine which specific genetics tests we might use. Looking at the 2D6 mutation in the CYP drug metabolizing enzymes, we see that this mutation is responsible for the metabolism of a large number of cardiac drugs like betablockers. Beta-blockers are wisely used for the treatment of both hypertension and congestive heart failure. Poor metabolizers can have two to three-fold higher plasma concentrations and can have a higher rate of dizziness. Dizziness seems like something that might be irrelevant during drug development, but it could make someone not take his or her drug and would be useful for a doctor to be able to predict this response. You can see the same effect in heart rate response to eye drops administered to the elderly to relieve glaucoma. One example of where a genetic test could clearly improve treatment is in the use of the antiarrhythmic drug called propafenone or Rythmol™. When the same dose of the drug is given to poor and hyper metabolizers, as judged by their 2D6 genotype, it is clear that concentrations of the drug are higher in the poor metabolizers. But significantly, it is a metabolite made from Rythmol by 2D6 that is responsible for the arrhythmia suppression effect. Poor metabolizers have a higher plasma concentration of Rhythmol and less metabolite, so a higher dose of the drug is required to for the patient to have the same concentration of active metabolite. These patients will have a greater incidence of central nervous system side effects. Consequently, another drug might be considered for these patients. It is a good application of pharmacogenetics to prescribe a drug that I knew was likely to be as effective and less toxic. Another good example of the importance of pharmacogenetics is the 2C9 enzyme and warfarin, also called Coumadin™. Essentially if warfarin is overdosed, you kill people. About one percent of Caucasians and Africans are poor metabolizers. Patients that take warfarin and that don’t have the particular active gene, 2C9, ought to be on a dose of about five milligrams a week as rather than the normal dose of five milligrams a day. These are patients that we would protect by having this particular genetic test available. We are overdosing a small percentage of people but we do not know for sure because we do not have an epidemiological study to demonstrate that. In conclusion, rational prescribing for cardiovascular disease would be improved by the availability of FDA approved pharmacogenetic tests. It is likely that such testing would lower the cost and improve the effectiveness of the care of patients with cardiovascular disease, but we have no data so far. Pharmacogenetics in Neurology/Psychiatry Judes Poirier, Ph.D. Director, McGill Aging Research Center McGill University Probably the best example of how pharmacogenetics will change the future of medicine comes from the treatment of Alzheimer’s disease. Alzheimer's disease is the fourth leading cause of death in North America and costs the U.S. $93 billion per year in direct and indirect costs. There are two major forms of Alzheimer's disease, familial and sporadic. The sporadic form comprises 85% of all cases worldwide, and 50 to 60% of these cases have been linked to the apolipoprotein gene. Apolipoprotein E (ApoE) is involved in the transport of cholesterol and phospholipids. It is implicated in synaptic remodeling and regeneration, amyloid metabolism, and appears to modulate Alzheimer’s pathology. There is a clear association with the number of ApoE4 isoforms a person has and the risk of developing the disease, the age of onset, and the accumulation of brain markers of Alzheimer’s disease. From one’s parents, it is possible to inherit one copy, zero copies, or two copies. ApoE not only affects the risk but also the exact age at which the disease starts. Two copies of E-4 are linked to an Alzheimer's disease that starts roughly at 60 years of age. One copy of E-4 produces an Alzheimer's disease that starts around the age of 75 years old. And for those patients with no copies of E-4, the age of onset is normally around 85 years. A natural question to ask is whether a person’s ApoE genotype would affect his or her response to memory-enhancing drugs. First, using the placebo arm of two large drug trials, we found that the ApoE genotype can determine disease progression over six months. Individuals lacking ApoE4 tend to degrade about 2 to 3 times faster than individuals carrying 1 or 2 copies of E4. This came as a shock to many observers in the pharmaceutical industry, because they always assumed that when patients are recruited for a drug trial, they are the same. What this study told us is that if a placebo is given to two groups of subjects-one group has exclusively E4s, the other group has non-E4s--a statistically significant difference will be seen in the two groups simply because Alzheimer's is a disease with two distinct rates of degradation. When we looked at the genotype and drug response, it became clear that the non-ApoE4 subjects responded quite well to a drug called Tacrine™, while the ApoE4 subjects did not. Pharmacogenetics seemed to indicate an effect on the response of Alzheimer’s disease to other drugs as well, even if they worked through other mechanisms than Tacrine. While Tacrine works by blocking the enzyme that degrades acetylcholine, another drug Xanomeline™ simply replaces acetylcholine and would be expected to work for everyone. Unexpectedly, we found that patients with two copies of ApoE3 responded quite well, those with one copy of ApoE3 and one of ApoE4 did fairly well, and those with two copies of ApoE4 actually did worse than those taking a placebo. As another example, researchers looked at a drug called S-12024 that does not have anything to do with acetylcholine; it works through another pathway in the brain and completely bypasses the cholinergenic system. Yet in this case, people with two copies of ApoE4 clearly showed improvement, while the non-ApoE4s showed continued deterioration over the course of the drug trial. Now, if you go around the world and talk to everybody involved in anti-Alzheimer's drug development, they will all tell you that they do ApoE genotype stratification, not at the end of the drug trial but at the beginning. We have learned, so far, that those drugs designed to stimulate the cholinergic system tend to work well in the non-E4 patient, whereas those agents that are non-cholinergenic will work in the E4 subject. Pharmacogenetics is here today—for Alzheimer’s disease, we can use genetic information to prescribe the right drug to the right patient. Pharmacogenetics in Hematology/Oncology Mark J. Ratain, M.D. Professor of Medicine Chairman, Committee on Clinical Pharmacology University of Chicago Medical Center Oncologists deal with double-edged swords every day. On the one hand, chemotherapy agents can attack tumors and metastases, but on the other hand they attack healthy cells as well. Oncologists would like to give the highest safe dose, but clinical experience shows that the best dose varies greatly from individual to individual. The new field of pharmacogenetics promises to give oncologists unparalleled ability to predict how a patient will respond to a drug. One early example of pharmacogenetics in oncology appeared back in 1988, when The Journal of Clinical Investigation reported on the case of a 40-year old woman being treated for breast cancer. She developed profound neurotoxicity and almost died from the standard dose of chemotherapy agents like 5-fluorouracil (5FU). This woman was the first recognized case of dihydropyrimidine dehydrogenase (DPD) deficiency. Luckily for oncologists, DPD deficiency is still very rare. But in this case, an understanding of the pharmacogenetics behind a drug response led to an entirely new approach to treatment. A pharmaceutical company developed a drug that inhibits this enzyme, so physicians wouldn’t have to worry about DPD deficiency when giving 5FU because everybody would be artificially DPD deficient. And the enzyme inhibitor also enhances the bioavailability of the drug so it can be given orally at low doses. In contrast, an example of a pharmacogenetics failure in drug development comes from the clinical trials of the drug amonafide. The initial clinical safety trials were interesting in that they ended up with two very different conclusions about the appropriate safe dose. One institution recommended a dose of 250 mg/m2, while clinical trials at another suggested 400 mg/m2. Later trials split the difference and used a dose of 300 mg/m2. The decision to use an average drug dose of 300 mg/ m2 in clinical trials led to very few patients responding. They either received too low a dose to get any benefit or they received a dose that forced them to withdraw from the study. We now know that the major determinant of toxicity was the extent of N-acetylation to an active metabolite. Patients given the same dose would fall into one of two groups: one had relatively low concentrations of metabolite, and the other had relatively high concentrations. More precise dosing became possible once researchers realized they could use caffeine to phenotype polymorphisms of NAT2, one of the first drug-metabolizing enzymes known to be polymorphic. (This was before there was really accurate genotyping for NAT2.) Another interesting drug whose toxicity was regarded as "unpredictable" in early clinical trials is CPT-11. The most important side effect of its administration was severe, choleralike diarrhea that might last for weeks. CPT-11 is hydrolyzed by the enzyme carboxyl esterase to 7-ethyl-10-hydroxycamptothecin (SN-38), which undergoes conjugation to form the corresponding SN-38 glucuronide (SN-38G). We conceived that the toxicity of the drug, and therefore the diarrhea, was due to the amount of SN-38 that was entering the intestine. Obviously the amount of glucuronidation of the drug was going to be an important determinant, because the more drug that is glucuronidated, the less drug that will be transported. Our next challenge was to try and figure out which enzyme was involved in the glucuronidation. Enzymes that form a glucuronide fall into two families of UDP-glucuronyl tranferases (where UDP is uridine diphosphoglucuronic acid or UDPGA) called UGT*1 and UGT*2. Patients with a disease called Crigler-Najjar syndrome lack UGT 1.1, the enzyme responsible for bilirubin conjugation, and patients with a mutation in that enzyme can have Gilbert’s Syndrome, also associated with increased elevated serum bilirubin concentration. Further laboratory studies have clearly shown that this enzyme is also the one that is responsible for the metabolism of CPT11. An important question that we're trying to study now in the clinic is: "Is there a correlation between the UGT-1A1 promoter genotype and CPT-11 toxicity?" Researchers are looking to see if people with Gilbert’s syndrome are more susceptible to diarrhea when given the drug, for example. Obviously if there is a relationship, it would become appropriate to genotype for this polymorphism before giving this highly toxic drug to a patient. Pharmacogenetics in Environmental Medicine Jun-Yan Hong, Ph.D. Assistant Professor, Rutgers University, College of Pharmacy Human disease is the consequence of both genetic susceptibility and environmental exposure. By identifying the genes and variants that affect the individual response to environmental toxins, we can better predict health risk and develop environmental policies that can protect the most vulnerable sub-group of the population. When people with the most common genotype are exposed to a particular environmental agent, then the common genotype may increase the risk. People with a polymorphism that makes them more susceptible, however, will have a much higher risk. The environmental exposure could be something like a chemical that is carcinogenic, or it could even be a virus like HIV. People with one kind of p53 polymorphism, for example, will have a higher risk of cervical cancer if they get exposed to human papilloma virus. One could imagine someday screening people to see what environmental risk factors might be most damaging to them, and then advising them to minimize their contact with these environmental factors as a means of prevention. We know most environmental carcinogens are metabolically activated or inactivated by xenobiotic metabolizer enzymes like the variants of Cytochrome P450 (CYP 450 or CYP). Inhibition of these enzymes in laboratory studies has shown an increase in cancer induction in animal carcinogenesis models. Some human population studies have also shown that CYP polymorphisms like CYP2D6 are linked to a higher incidence of various cancers. CYP2E1, for example, is a major CYP enzyme induced by alcohol, isonazid, fasting, and diabetes. It has several known polymorphisms that have been linked to cancers of the lung, stomach, liver, and nasopharynx. But results of numerous trials have shown conflicting results, probably because of insufficient sample and lack of statistical power, ethnic differences in allele distribution, and different environmental etiology factors. These metabolizing enzymes are also involved in the response to drugs, but unlike studying pharmacogenetics for drug response, environmental pharmacogenetics becomes much more complicated. Human carcinogenesis is usually a long-term, multiple step process involving many different genes. And except for occupational exposed populations, the identity, the number and exposure levels of environmental carcinogens are often unknown. Over 40 carcinogens are found in tobacco smoke alone. And researchers do not yet know how dietary considerations can change the expression of CYP enzymes, because without that knowledge the functional significance of a polymorphism may be missed. Besides metabolizer mutations, people might be at higher risk of cancer or other diseases if they have polymorphisms in their DNA repair genes. In my lab, for example, we have recently identified some genetic polymorphisms for O6-alkylguanine-DNA alkyltransferase (AGT) that would make it less able to repair DNA damage.