Interpreting disparate responses to cancer therapy: the role of human population genetics.

Increasingly, investigators are recognizing differences in tumor biology, drug metabolism, toxicity, and therapeutic response among different patient populations receiving anticancer agents. These observations provide exciting opportunities to identify the factors most important for predicting individual variability in pharmacologically relevant phenotypes and consequently for personalizing the delivery of cancer therapy. Although pharmacogenomic differences may explain some of these disparities, rigorous investigation of both genetic and nongenetic differences is important to identify the variables most important for optimal selection and dosing of treatment for an individual patient. For example, pharmacogenetic tests currently used in cancer therapy, such as genotyping UGT1A1 to reduce the incidence of severe toxicity of irinotecan and sequencing epidermal growth factor receptor from tumors to identify somatic mutations conferring sensitivity to tyrosine kinase inhibitors, were developed without initial identification of interpopulation differences. Although interpopulation variability in toxicity and efficacy of these agents has been observed, the basis for these population differences remains only partially explained. Here, we review concepts of human population genetics to inform interpretations of disparate drug effects of cancer therapy across patient populations. Understanding these principles will help investigators better design clinical trials to identify the variables most relevant to subsequent individualization of a cancer therapy.

[1]  N. Risch,et al.  Assessing genetic contributions to phenotypic differences among 'racial' and 'ethnic' groups , 2004, Nature Genetics.

[2]  The neutralist, the fly and the selectionist. , 1999, Trends in ecology & evolution.

[3]  M. Feldman,et al.  Genetic Structure of Human Populations , 2002, Science.

[4]  Pardis C Sabeti,et al.  Genetic signatures of strong recent positive selection at the lactase gene. , 2004, American journal of human genetics.

[5]  M. Daly,et al.  A map of human genome sequence variation containing 1.42 million single nucleotide polymorphisms , 2001, Nature.

[6]  Josef Parnas,et al.  A global perspective on genetic variation at the ADH genes reveals unusual patterns of linkage disequilibrium and diversity. , 2002, American journal of human genetics.

[7]  Jonathan C. Cohen,et al.  Multiple Rare Alleles Contribute to Low Plasma Levels of HDL Cholesterol , 2004, Science.

[8]  R. Bedi,et al.  Ethnicity and oral cancer. , 2000, The Lancet. Oncology.

[9]  M. Kimura Evolutionary Rate at the Molecular Level , 1968, Nature.

[10]  E. Lander,et al.  On the allelic spectrum of human disease. , 2001, Trends in genetics : TIG.

[11]  D. Goldstein,et al.  Pharmacogenetics goes genomic (vol 4, pg 937, 2003) , 2004 .

[12]  D. Goldstein,et al.  In genetic control of disease, does 'race' matter? , 2004, Nature Genetics.

[13]  M. Ratain,et al.  Pharmacogenomics: road to anticancer therapeutics nirvana? , 2003, Oncogene.

[14]  S. Pääbo,et al.  Extensive nuclear DNA sequence diversity among chimpanzees. , 1999, Science.

[15]  M. L. Axelson The impact of culture on food-related behavior. , 1986, Annual review of nutrition.

[16]  S. Pääbo,et al.  Evidence for gradients of human genetic diversity within and among continents. , 2004, Genome research.

[17]  D. Altshuler,et al.  The multiethnic cohort study: exploring genes, lifestyle and cancer risk , 2004, Nature Reviews Cancer.

[18]  Nebert Dw Polymorphisms in drug-metabolizing enzymes: what is their clinical relevance and why do they exist? , 1997, American journal of human genetics.

[19]  C. Rotimi Are medical and nonmedical uses of large-scale genomic markers conflating genetics and 'race'? , 2004, Nature Genetics.

[20]  M. Kreitman,et al.  Methods to detect selection in populations with applications to the human. , 2000, Annual review of genomics and human genetics.

[21]  Aravinda Chakravarti,et al.  Nature, nurture and human disease , 2003, Nature.

[22]  A. Chakravarti Single nucleotide polymorphisms: . . .to a future of genetic medicine , 2001, Nature.

[23]  Sarah A Tishkoff,et al.  Patterns of human genetic diversity: implications for human evolutionary history and disease. , 2003, Annual review of genomics and human genetics.

[24]  Theodosius Dobzhansky,et al.  On the Non-Existence of Human Races , 1962, Current Anthropology.

[25]  H. Harpending,et al.  Genetic perspectives on human origins and differentiation. , 2000, Annual review of genomics and human genetics.

[26]  J. L. King,et al.  Non-Darwinian evolution. , 1969, Science.

[27]  David B. Goldstein,et al.  Population genetic structure of variable drug response , 2001, Nature Genetics.

[28]  D. F. Roberts,et al.  The History and Geography of Human Genes , 1996 .

[29]  M. Cho,et al.  Toward a New Vocabulary of Human Genetic Variation , 2002, Science.

[30]  W S Watkins,et al.  Population genomics: a bridge from evolutionary history to genetic medicine. , 2001, Human molecular genetics.

[31]  D. Nebert,et al.  Advances in pharmacogenomics and individualized drug therapy: exciting challenges that lie ahead. , 2004, European journal of pharmacology.

[32]  N. Risch,et al.  The importance of race and ethnic background in biomedical research and clinical practice. , 2003, The New England journal of medicine.

[33]  David B. Witonsky,et al.  Comparative genomics analysis of human sequence variation in the UGT1A gene cluster , 2006, The Pharmacogenomics Journal.

[34]  Masahiro Fukuoka,et al.  Multi-institutional randomized phase II trial of gefitinib for previously treated patients with advanced non-small-cell lung cancer (The IDEAL 1 Trial) [corrected]. , 2003, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[35]  H. Saka,et al.  Polymorphisms of UDP-glucuronosyltransferase gene and irinotecan toxicity: a pharmacogenetic analysis. , 2000, Cancer research.

[36]  N. Hanna,et al.  Randomized phase III trial comparing irinotecan/cisplatin with etoposide/cisplatin in patients with previously untreated extensive-stage disease small-cell lung cancer. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[37]  O. Olopade,et al.  Colorectal cancer model of health disparities: understanding mortality differences in minority populations. , 2006, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[38]  R. Cooper,et al.  Race and genomics. , 2003, The New England journal of medicine.

[39]  S. Tishkoff,et al.  Implications of biogeography of human populations for 'race' and medicine , 2004, Nature Genetics.

[40]  K. Weiss,et al.  Race, ancestry, and genes: implications for defining disease risk. , 2003, Annual review of genomics and human genetics.

[41]  Ethnicity Race,et al.  The use of racial, ethnic, and ancestral categories in human genetics research. , 2005 .

[42]  M. Shriver,et al.  Interrogating a high-density SNP map for signatures of natural selection. , 2002, Genome research.

[43]  J. Pritchard Are rare variants responsible for susceptibility to complex diseases? , 2001, American journal of human genetics.

[44]  Michael J Bamshad,et al.  Human population genetic structure and inference of group membership. , 2003, American journal of human genetics.

[45]  Geoffrey B. Nilsen,et al.  Whole-Genome Patterns of Common DNA Variation in Three Human Populations , 2005, Science.

[46]  K. Resnicow,et al.  Tobacco smoking, cancer and social class. , 1997, IARC scientific publications.

[47]  David B. Goldstein,et al.  Pharmacogenetics goes genomic , 2003, Nature Reviews Genetics.

[48]  Andrew G. Clark,et al.  Haplotype Diversity and Linkage Disequilibrium at Human G6PD: Recent Origin of Alleles That Confer Malarial Resistance , 2001, Science.

[49]  Elizabeth L. Ogburn,et al.  Demonstrating stratification in a European American population , 2005, Nature Genetics.

[50]  C. Aquadro,et al.  Genome-wide variation in the human and fruitfly: a comparison. , 2001, Current opinion in genetics & development.

[51]  R. Lewontin The Apportionment of Human Diversity , 1972 .

[52]  S. Pääbo,et al.  Evidence for a complex demographic history of chimpanzees. , 2004, Molecular biology and evolution.

[53]  W S Watkins,et al.  DNA sequence variation in a 3.7-kb noncoding sequence 5' of the CYP1A2 gene: implications for human population history and natural selection. , 2002, American journal of human genetics.

[54]  K. Sabapathy,et al.  Genetic polymorphisms of UDP-glucuronosyltransferase in Asians: UGT1A1*28 is a common allele in Indians. , 2002, Pharmacogenetics.

[55]  A. Di Rienzo,et al.  Haplotype structure of the UDP-glucuronosyltransferase 1A1 promoter in different ethnic groups. , 2002, Pharmacogenetics.

[56]  M. Ratain,et al.  Anticancer drug discovery and development throughout the world. , 2002, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[57]  N. Hanna,et al.  Randomized, phase III trial comparing irinotecan/cisplatin (IP) with etoposide/cisplatin (EP) in patients (pts) with previously untreated, extensive-stage (ES) small cell lung cancer (SCLC) , 2005 .

[58]  Mary V. Relling,et al.  Pharmacogenetics and cancer therapy , 2001, Nature Reviews Cancer.

[59]  Hua Tang,et al.  Categorization of humans in biomedical research: genes, race and disease , 2002, Genome Biology.

[60]  Kazuo Komamura,et al.  UGT1A1 Haplotypes Associated with Reduced Glucuronidation and Increased Serum Bilirubin in Irinotecan‐administered Japanese Patients with Cancer , 2004, Clinical pharmacology and therapeutics.

[61]  Deborah A Nickerson,et al.  Population History and Natural Selection Shape Patterns of Genetic Variation in 132 Genes , 2004, PLoS biology.

[62]  Soma Das,et al.  Genetic variants in the UDP-glucuronosyltransferase 1A1 gene predict the risk of severe neutropenia of irinotecan. , 2004, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[63]  G. Oppenheimer Paradigm lost: race, ethnicity, and the search for a new population taxonomy. , 2001, American journal of public health.

[64]  J. Mucklow,et al.  Contribution of environmental factors to variability in human drug metabolism. , 1979, Drug metabolism reviews.

[65]  K. Kidd,et al.  The evolution and population genetics of the ALDH2 locus: random genetic drift, selection, and low levels of recombination , 2004, Annals of human genetics.

[66]  Michael Bamshad,et al.  Deconstructing the relationship between genetics and race , 2004, Nature Reviews Genetics.

[67]  M. W. Foster,et al.  Race, ethnicity, and genomics: social classifications as proxies of biological heterogeneity. , 2002, Genome research.

[68]  D. Goldstein,et al.  Will tomorrow's medicines work for everyone? , 2004, Nature Genetics.

[69]  P Ghadirian,et al.  Influences on diet, health behaviours and their outcome in select ethnocultural and religious groups. , 1998, Nutrition.

[70]  A. Di Rienzo,et al.  Variability at the uridine diphosphate glucuronosyltransferase 1A1 promoter in human populations and primates. , 1999, Pharmacogenetics.

[71]  Judith B. Kaplan,et al.  Use of race and ethnicity in biomedical publication. , 2003, JAMA.

[72]  A. Di Rienzo,et al.  Complex signatures of natural selection at the Duffy blood group locus. , 2002, American journal of human genetics.

[73]  M. Olivier A haplotype map of the human genome , 2003, Nature.

[74]  D. Botstein,et al.  Discovering genotypes underlying human phenotypes: past successes for mendelian disease, future approaches for complex disease , 2003, Nature Genetics.