Environmental exposure measurement in cancer epidemiology.

Environmental exposures, used in the broadest sense of lifestyle, infections, radiation, natural and man-made chemicals and occupation, are a major cause of human cancer. However, the precise contribution of specific risk factors and their interaction, both with each other and with genotype, continues to be difficult to elucidate. This is partially due to limitations in accurately measuring exposure with the subsequent risk of misclassification. One of the primary challenges of molecular cancer epidemiology therefore is to improve exposure assessment. Progress has been made with biomarkers such as carcinogens and their metabolites, DNA and protein adducts and mutations measured in various tissues and body fluids. Nevertheless, much remains to be accomplished in order to establish aetiology and provide the evidence base for public health decisions. This review considers some of the principles behind the application of exposure biomarkers in cancer epidemiology. It also demonstrates how the same biomarkers can contribute both to establishing the biological plausibility of associations between exposure and disease and be valuable endpoints in intervention studies. The potential of new technologies such as transcriptomics, proteomics and metabonomics to provide a step change in environmental exposure assessment is discussed. An increasing recognition of the role of epigenetic changes in carcinogenesis presents a fresh challenge as alterations in DNA methylation, histone modification and microRNA in response to environmental exposures demand a new generation of exposure biomarker. The overall importance of this area of research is brought into sharp relief by the large prospective cohort studies (e.g. UK Biobank) which need accurate exposure measurement in order to shed light on the complex gene:environment interactions underlying common chronic disorders including cancer. It is suggested that a concerted effort is now required, with appropriate funding, to develop and validate the required exposure assessment methodology before these cohorts come to maturity.

[1]  Paolo Vineis,et al.  Molecular Epidemiology of Chronic Diseases , 2008 .

[2]  C. la Vecchia,et al.  'Environment' in cancer causation and etiological fraction: limitations and ambiguities. , 2007, Carcinogenesis.

[3]  Chein-Hui Hung,et al.  Characterization of a multiple epigenetic marker panel for lung cancer detection and risk assessment in plasma , 2007, Cancer.

[4]  A. Hall,et al.  Reduction in exposure to carcinogenic aflatoxins by postharvest intervention measures in west Africa: a community-based intervention study , 2005, The Lancet.

[5]  Health study sets sights on a million people , 2005, Nature.

[6]  Sally A. Amundson,et al.  Identification of Potential mRNA Biomarkers in Peripheral Blood Lymphocytes for Human Exposure to Ionizing Radiation , 2000, Radiation research.

[7]  Biomarkers of Exposure and Effect , 2008 .

[8]  André Boorsma,et al.  Genomic analysis suggests higher susceptibility of children to air pollution. , 2008, Carcinogenesis.

[9]  John R. Nuckols,et al.  Using Geographic Information Systems for Exposure Assessment in Environmental Epidemiology Studies , 2004, Environmental health perspectives.

[10]  T. Spector,et al.  Epigenetic differences arise during the lifetime of monozygotic twins. , 2005, Proceedings of the National Academy of Sciences of the United States of America.

[11]  E. Andres Houseman,et al.  Global DNA Methylation Level in Whole Blood as a Biomarker in Head and Neck Squamous Cell Carcinoma , 2007, Cancer Epidemiology Biomarkers & Prevention.

[12]  Gang Liu,et al.  Effects of cigarette smoke on the human airway epithelial cell transcriptome. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Chien-Jen Chen,et al.  Aflatoxin exposure and risk of hepatocellular carcinoma in Taiwan , 1996, International journal of cancer.

[14]  David H Phillips,et al.  DNA adducts as markers of exposure and risk. , 2005, Mutation research.

[15]  T. Rebbeck,et al.  Molecular Epidemiology : Applications in Cancer and Other Human Diseases , 2008 .

[16]  B S Schwartz,et al.  Interindividual differences in the concentration of 1-hydroxypyrene-glucuronide in urine and polycyclic aromatic hydrocarbon-DNA adducts in peripheral white blood cells after charbroiled beef consumption. , 1995, Carcinogenesis.

[17]  Sanchita Bhattacharya,et al.  Activation of Inflammation/NF-κB Signaling in Infants Born to Arsenic-Exposed Mothers , 2007, PLoS genetics.

[18]  M. Esteller Epigenetics in cancer. , 2008, The New England journal of medicine.

[19]  Francis S. Collins,et al.  Genes, environment and the value of prospective cohort studies , 2006, Nature Reviews Genetics.

[20]  C. Cartiglia,et al.  Oltipraz chemoprevention trial in Qidong, People's Republic of China: study design and clinical outcomes. , 1997, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[21]  C. Davis,et al.  Frontiers in nutrigenomics, proteomics, metabolomics and cancer prevention. , 2004, Mutation research.

[22]  H. Whittle,et al.  Increased levels of aflatoxin-albumin adducts are associated with CYP3A5 polymorphisms in The Gambia, West Africa. , 2004, Pharmacogenetics.

[23]  S D Stellman,et al.  Relative abundance of organochlorine pesticides and polychlorinated biphenyls in adipose tissue and serum of women in Long Island, New York. , 1998, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[24]  S J Gange,et al.  Chlorophyllin intervention reduces aflatoxin–DNA adducts in individuals at high risk for liver cancer , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[25]  M. Fraga,et al.  Loss of acetylation at Lys16 and trimethylation at Lys20 of histone H4 is a common hallmark of human cancer , 2005, Nature Genetics.

[26]  T R Skopek,et al.  Biomarkers of exposure and effect as indicators of potential carcinogenic risk arising from in vivo metabolism of ethylene to ethylene oxide. , 2000, Carcinogenesis.

[27]  T. Sellers,et al.  Epidemiology — identifying the causes and preventability of cancer? , 2006, Nature Reviews Cancer.

[28]  Steven S. Chang,et al.  Evaluation of Promoter Hypermethylation Detection in Body Fluids as a Screening/Diagnosis Tool for Head and Neck Squamous Cell Carcinoma , 2008, Clinical Cancer Research.

[29]  M. Poirier Chemical-induced DNA damage and human cancer risk , 2004, Nature Reviews Cancer.

[30]  Francis S. Collins,et al.  The case for a US prospective cohort study of genes and environment , 2004, Nature.

[31]  S. Tannenbaum,et al.  Alkylaniline-hemoglobin adducts and risk of non-smoking-related bladder cancer. , 2004, Journal of the National Cancer Institute.

[32]  J. Goedert,et al.  249(ser) TP53 mutation in plasma DNA, hepatitis B viral infection, and risk of hepatocellular carcinoma. , 2005, Oncogene.

[33]  Richard Bowman,et al.  Red meat enhances the colonic formation of the DNA adduct O6-carboxymethyl guanine: implications for colorectal cancer risk. , 2006, Cancer research.

[34]  D. Warburton,et al.  Molecular and genetic damage from environmental tobacco smoke in young children. , 1999, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[35]  A. McTiernan,et al.  Mechanisms linking physical activity with cancer , 2008, Nature Reviews Cancer.

[36]  R. Albertini,et al.  HPRT mutations in humans: biomarkers for mechanistic studies. , 2001, Mutation research.

[37]  J. Kleinjans,et al.  Children and increased susceptibility to environmental carcinogens: evidence or empathy? , 2003, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[38]  M. Imbriani,et al.  Gases and organic solvents in urine as biomarkers of occupational exposure: a review , 2005, International archives of occupational and environmental health.

[39]  C. Harris,et al.  Mutations in the p53 tumor suppressor gene: clues to cancer etiology and molecular pathogenesis. , 1994, Cancer research.

[40]  A. Zuckerman,et al.  IARC Monographs on the Evaluation of Carcinogenic Risks to Humans , 1995, IARC monographs on the evaluation of carcinogenic risks to humans.

[41]  J. Goedert,et al.  249ser TP53 mutation in plasma DNA, hepatitis B viral infection, and risk of hepatocellular carcinoma , 2005, Oncogene.

[42]  Paolo Vineis,et al.  Design Options for Molecular Epidemiology Research within Cohort Studies , 2005, Cancer Epidemiology Biomarkers & Prevention.

[43]  L. Anderson,et al.  Critical windows of exposure for children's health: cancer in human epidemiological studies and neoplasms in experimental animal models. , 2000, Environmental health perspectives.

[44]  Eunil Lee,et al.  Proteomic analysis of plasma proteins of workers exposed to benzene. , 2004, Mutation research.

[45]  S. Bingham,et al.  Urinary Sucrose and Fructose as Biomarkers for Sugar Consumption , 2005, Cancer Epidemiology Biomarkers & Prevention.

[46]  P. Vineis,et al.  Circulating free DNA in plasma or serum as biomarker of carcinogenesis: practical aspects and biological significance. , 2007, Mutation research.

[47]  D. Hatsukami,et al.  Comparison of Polymorphisms in Genes Involved in Polycyclic Aromatic Hydrocarbon Metabolism with Urinary Phenanthrene Metabolite Ratios in Smokers , 2006, Cancer Epidemiology Biomarkers & Prevention.

[48]  S. Tannenbaum,et al.  Nonsmoking-related arylamine exposure and bladder cancer risk. , 2003, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[49]  A. Rundle Molecular epidemiology of physical activity and cancer. , 2005, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[50]  Andrew R Collins,et al.  Nutritional modulation of DNA repair in a human intervention study. , 2003, Carcinogenesis.

[51]  D P Ford,et al.  Contribution of occupation and diet to white blood cell polycyclic aromatic hydrocarbon-DNA adducts in wildland firefighters. , 1993, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[52]  C. Croce,et al.  MicroRNA signatures in human cancers , 2006, Nature Reviews Cancer.

[53]  E. Riboli,et al.  Diet and cancer — the European Prospective Investigation into Cancer and Nutrition , 2004, Nature Reviews Cancer.

[54]  F P Perera,et al.  Association between carcinogen-DNA adducts in white blood cells and lung cancer risk in the physicians health study. , 2001, Cancer research.

[55]  E Riboli,et al.  Biochemical markers of dietary intake. , 1997, IARC scientific publications.

[56]  Iarc Monographs,et al.  Some traditional herbal medicines, some mycotoxins, naphthalene and styrene. , 2002, IARC monographs on the evaluation of carcinogenic risks to humans.

[57]  A. Merrill,et al.  Sphingolipid metabolism: roles in signal transduction and disruption by fumonisins. , 2001, Environmental health perspectives.

[58]  Leslie T. Stayner,et al.  IARC Monographs on the evaluation of carcinogenic risks to humans: Some traditional herbal medicines, some mycotoxins, naphthalene and styrene , 2002 .

[59]  P. Vineis,et al.  Air pollution and cancer: biomarker studies in human populations. , 2005, Carcinogenesis.

[60]  D. Mirabelli,et al.  'Environment' in cancer causation and etiological fraction: limitations and ambiguities. , 2006, Carcinogenesis.

[61]  M. Esteller,et al.  Proteins that bind methylated DNA and human cancer: reading the wrong words , 2008, British Journal of Cancer.

[62]  Ricky A. Sharma,et al.  Biological Relevance of Adduct Detection to the Chemoprevention of Cancer , 2004, Clinical Cancer Research.

[63]  H. Chiou,et al.  Gene expression of inflammatory molecules in circulating lymphocytes from arsenic-exposed human subjects. , 2003, Environmental health perspectives.

[64]  B. Henderson,et al.  A follow-up study of urinary markers of aflatoxin exposure and liver cancer risk in Shanghai, People's Republic of China. , 1994, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[65]  Subhajyoti De,et al.  Common variants near MC4R are associated with fat mass, weight and risk of obesity , 2008, Nature Genetics.

[66]  M. Kirsch‐Volders,et al.  Genome-wide differential gene expression in children exposed to air pollution in the Czech Republic. , 2006, Mutation research.

[67]  R. Feil,et al.  Environmental and nutritional effects on the epigenetic regulation of genes. , 2006, Mutation research.

[68]  M. Denison,et al.  Activation of the aryl hydrocarbon receptor by structurally diverse exogenous and endogenous chemicals. , 2003, Annual review of pharmacology and toxicology.

[69]  R. Sinha,et al.  Metabolites of 2-amino-1-methyl-6-phenylimidazo(4,5-b)pyridine (PhIP) in human urine after consumption of charbroiled or fried beef. , 2002, Mutation research.

[70]  J. Gilbert,et al.  Assessment of dietary exposure to ochratoxin A in the UK using a duplicate diet approach and analysis of urine and plasma samples , 2001, Food additives and contaminants.

[71]  C. Corvalan,et al.  Preventing Disease Through Healthy Environments: Towards an Estimate of the Environmental Burden of Disease , 2006 .

[72]  J. Califano,et al.  Differential DNA Hypermethylation of Critical Genes Mediates the Stage-Specific Tobacco Smoke-Induced Neoplastic Progression of Lung Cancer , 2005, Clinical Cancer Research.

[73]  R. Albertini,et al.  Developing sustainable studies on environmental health. , 2001, Mutation research.

[74]  T B Cooper,et al.  Decline of DNA damage and other biomarkers in peripheral blood following smoking cessation. , 1995, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[75]  Paolo Vineis,et al.  A self-fulfilling prophecy: are we underestimating the role of the environment in gene-environment interaction research? , 2004, International journal of epidemiology.

[76]  M. Tanner,et al.  Metabonomic investigations in mice infected with Schistosoma mansoni: an approach for biomarker identification. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[77]  A. Muñoz,et al.  Oltipraz chemoprevention trial in Qidong, People's Republic of China: modulation of serum aflatoxin albumin adduct biomarkers. , 1998, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[78]  F. Berrino,et al.  Combination of DNA repair gene single nucleotide polymorphisms and increased levels of DNA adducts in a population-based study. , 2003, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[79]  Simon Watkins,et al.  Personalized Exposure Assessment: Promising Approaches for Human Environmental Health Research , 2005, Environmental health perspectives.

[80]  John D Potter,et al.  Toward the last cohort. , 2004, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[81]  J. Kleinjans,et al.  Cigarette smoke-induced differential gene expression in blood cells from monozygotic twin pairs. , 2006, Carcinogenesis.

[82]  A. Muñoz,et al.  Protective alterations in phase 1 and 2 metabolism of aflatoxin B1 by oltipraz in residents of Qidong, People's Republic of China. , 1999, Journal of the National Cancer Institute.

[83]  N. Rothman,et al.  Discovery of Novel Biomarkers by Microarray Analysis of Peripheral Blood Mononuclear Cell Gene Expression in Benzene-Exposed Workers , 2005, Environmental health perspectives.

[84]  Paolo Vineis,et al.  DNA adducts and lung cancer risk: a prospective study. , 2005, Cancer research.

[85]  J. Chen,et al.  Global Gene Expression Profiling in Whole-Blood Samples from Individuals Exposed to Metal Fumes , 2004, Environmental health perspectives.

[86]  J. Brock,et al.  Serum concentrations of organochlorine compounds and the subsequent development of breast cancer. , 1999, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[87]  W. P. Watson,et al.  Role of biomarkers in monitoring exposures to chemicals: present position, future prospects , 2004, Biomarkers : biochemical indicators of exposure, response, and susceptibility to chemicals.

[88]  J. Nicholson,et al.  Application of biofluid 1H nuclear magnetic resonance-based metabonomic techniques for the analysis of the biochemical effects of dietary isoflavones on human plasma profile. , 2003, Analytical biochemistry.

[89]  R. Elliott,et al.  Nutritional genomics , 2002, BMJ : British Medical Journal.

[90]  B. Gulson,et al.  Contribution of lead from calcium supplements to blood lead. , 2001, Environmental health perspectives.

[91]  P. Vineis,et al.  Disease proportions attributable to environment , 2007, Environmental health : a global access science source.

[92]  Leiliane Coelho A Amorim,et al.  Breath air analysis and its use as a biomarker in biological monitoring of occupational and environmental exposure to chemical agents. , 2007, Journal of chromatography. B, Analytical technologies in the biomedical and life sciences.

[93]  S. Friend,et al.  Signatures of environmental exposures using peripheral leukocyte gene expression: tobacco smoke. , 2004, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[94]  Ian J. Brown,et al.  Human metabolic phenotype diversity and its association with diet and blood pressure , 2008, Nature.

[95]  C. Wild Complementing the Genome with an “Exposome”: The Outstanding Challenge of Environmental Exposure Measurement in Molecular Epidemiology , 2005, Cancer Epidemiology Biomarkers & Prevention.

[96]  Manel Esteller,et al.  The necessity of a human epigenome project. , 2006, Carcinogenesis.

[97]  L. Palmer UK Biobank: bank on it , 2007, The Lancet.

[98]  W. Bigbee,et al.  Glycophorin A Somatic Cell Mutations in a Population Living in the Proximity of the Semipalatinsk Nuclear Test Site , 2004, Radiation Research.

[99]  M. Mutanen,et al.  Flavonoids in human urine as biomarkers for intake of fruits and vegetables. , 2002, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[100]  C. Harris,et al.  Molecular epidemiology and carcinogenesis: endogenous and exogenous carcinogens. , 2000, Mutation research.

[101]  Paul T Strickland,et al.  Prospective detection of codon 249 mutations in plasma of hepatocellular carcinoma patients. , 2003, Carcinogenesis.