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PMID: 10346993 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S. Review

Molecular epidemiologic research on the effects of environmental pollutants on the fetus.

Environmental health perspectives ·Vol. 107 Suppl 3 ·1999-06-00 ·Pages 451-60

Perera FP, Jedrychowski W, Rauh V, Whyatt RM

Abstract

Evidence shows that fetuses and infants are more affected than adults by a variety of environmental toxicants because of differential exposure, physiologic immaturity, and a longer lifetime over which disease initiated in early life can develop. In this article we review data on the effects of in utero exposure to common environmental contaminants, including polycyclic aromatic hydrocarbons (PAH), particulate matter and environmental tobacco smoke (ETS). We then summarize results from our molecular epidemiologic study to assess risks from in utero exposures to ambient air pollution and ETS. This research study, conducted in Poland, used biomarkers to measure the internal and bioeffective dose of toxicants and individual susceptibility factors. The study included 160 mothers and 160 newborns. Ambient air pollution was significantly associated (p= 0.05) with the amount of PAH bound to DNA (PAH-DNA adducts) in both maternal and infant cord white blood cells (WBC). Newborns with elevated PAH-DNA adducts (greater than the median) had significantly decreased birth weight (p= 0.05), birth length (p= 0.02), and head circumference (p= 0.0005) compared to the newborns with lower adducts (n= 135). Maternal and infant cotinine levels were increased by active and passive cigarette smoke exposure of the mother (p= 0.01). An inverse correlation was seen between newborn plasma cotinine (nanograms per milliliter) and birth weight (p= 0.0001) and length (p= 0.003). Adducts were elevated in placental tissue and WBC of newborns who were heterozygous or homozygous for the cytochrome P4501A1 MspI restriction fragment length polymorphism (RFLP) compared to newborns without the RFLP. Levels of PAH-DNA and cotinine were higher in newborns than mothers. These results document that there is significant transplacental transfer of PAH and ETS constituents from mother to fetus; that PAH-DNA adduct levels in maternal and newborn WBC were increased with environmental exposure to PAH from ambient pollution; and that the fetus is more sensitive to genetic damage than the mother. The study also provided the first molecular evidence that transplacental PAH exposure to the fetus is compromising fetal development. If confirmed, these findings could have significant public health implications since a number of studies have found that reduction of head circumference at birth correlates with lower intelligence quotient as well as poorer cognitive functioning and school performance in childhood.

MeSH Terms
Adult Biomarkers/blood Cotinine/blood DNA Adducts/blood Embryonic and Fetal Development/drug effects Environmental Pollutants/adverse effects Female Fetus/drug effects Humans Infant, Newborn Molecular Epidemiology Poland Polycyclic Aromatic Hydrocarbons/adverse effects Pregnancy Tobacco Smoke Pollution/adverse effects
Chemicals
Biomarkers DNA Adducts Environmental Pollutants Polycyclic Aromatic Hydrocarbons Tobacco Smoke Pollution Cotinine
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Perera F P
Joseph L. Mailman School of Public Health at Columbia University, New York, NY 10032, USA. [email protected]
Jedrychowski W
Rauh V
Whyatt R M
References (115)
115 references, click to expand
  1. Metabolism of polynuclear aromatic hydrocarbon in human term placenta influenced by cigarette smoke exposure.
    Reprod Toxicol. 1994 Sep-Oct;8(5):411-8 PMID: 7841660
  2. The widening gap in low birthweight rates between extreme social groups in Poland during 1985-90.
    Paediatr Perinat Epidemiol. 1994 Oct;8(4):373-83 PMID: 7870622
  3. Passive and active maternal smoking as measured by serum cotinine: the effect on birthweight.
    Am J Public Health. 1995 Mar;85(3):395-8 PMID: 7892926
  4. [Smoking and the risk of cancer].
    Wien Med Wochenschr. 1994;144(22-23):540-4 PMID: 7701835
  5. CYP1A1 messenger RNA levels in placental tissue as a biomarker of environmental exposure.
    Cancer Epidemiol Biomarkers Prev. 1995 Mar;4(2):147-53 PMID: 7742722
  6. The role of free radicals and p53 in neuron apoptosis in vivo.
    J Neurosci. 1995 Aug;15(8):5851-7 PMID: 7643225
  7. Quantitative evaluation of DNA binding data for risk estimation and for classification of direct and indirect carcinogens.
    J Cancer Res Clin Oncol. 1986;112(2):85-91 PMID: 3095332
  8. A comparative study of the reproductive effects of methadone and benzo[a]pyrene in the pregnant and pseudopregnant rat.
    Toxicology. 1986 Dec 15;42(2-3):195-204 PMID: 3798468
  9. Health effects of exposure to diesel exhaust particles.
    Annu Rev Pharmacol Toxicol. 1987;27:279-300 PMID: 2437855
  10. Ah receptor in human placenta: stabilization by molybdate and characterization of binding of 2,3,7,8-tetrachlorodibenzo-p-dioxin, 3-methylcholanthrene, and benzo(a)pyrene.
    Cancer Res. 1987 Sep 15;47(18):4861-8 PMID: 3040233
  11. Developmental toxicity of EDS recycle solvent and fuel oil.
    Toxicology. 1987 Oct 30;46(2):205-15 PMID: 3672532
  12. Second-trimester serum cotinine levels in nonsmokers in relation to birth weight.
    Am J Obstet Gynecol. 1988 Aug;159(2):481-4 PMID: 3407708
  13. Assessment of passive and transplacental exposure to tobacco smoke.
    IARC Sci Publ. 1988;(89):129-32 PMID: 3198195
  14. [Estimation of passive smoking during pregnancy by cotinine measurement and its effect on fetal growth].
    Nihon Sanka Fujinka Gakkai Zasshi. 1989 Apr;41(4):454-60 PMID: 2746069
  15. Isoenzyme(s) of glutathione transferase (class Mu) as a marker for the susceptibility to lung cancer: a follow up study.
    Carcinogenesis. 1990 Jan;11(1):33-6 PMID: 2295125
  16. Prenatal prediction of risk of the fetal hydantoin syndrome.
    N Engl J Med. 1990 May 31;322(22):1567-72 PMID: 2336087
  17. Prenatal exposure to tobacco: I. Effects on physical growth at age three.
    Int J Epidemiol. 1990 Mar;19(1):66-71 PMID: 2351526
  18. Prenatal exposure to tobacco: II. Effects on cognitive functioning at age three.
    Int J Epidemiol. 1990 Mar;19(1):72-7 PMID: 2351527
  19. A case-control study of lung cancer with special reference to the effect of air pollution in Poland.
    J Epidemiol Community Health. 1990 Jun;44(2):114-20 PMID: 2370498
  20. Differential expression and regulation of members of the cytochrome P450IA gene subfamily in human tissues.
    Carcinogenesis. 1990 Jul;11(7):1183-8 PMID: 2372876
  21. Lung cancer and exposure to tobacco smoke in the household.
    N Engl J Med. 1990 Sep 6;323(10):632-6 PMID: 2385268
  22. Modulation of benzo[a]pyrene-induced covalent DNA modifications in adult and fetal mouse tissues by gestation stage.
    Carcinogenesis. 1990 Aug;11(8):1367-72 PMID: 2387022
  23. Role of genetics and drug metabolism in human cancer risk.
    Mutat Res. 1991 Apr;247(2):267-81 PMID: 2011144
  24. Future research directions in cancer ecogenetics.
    Mutat Res. 1991 Apr;247(2):283-91 PMID: 2011145
  25. In utero exposure to parental smoking, cotinine measurements, and cord blood IgE.
    J Allergy Clin Immunol. 1991 Jun;87(6):1169-74 PMID: 2045619
  26. Effect of very low birth weight and subnormal head size on cognitive abilities at school age.
    N Engl J Med. 1991 Jul 25;325(4):231-7 PMID: 2057024
  27. Comparison of pulmonary DNA adduct levels, measured by 32P-postlabelling and aryl hydrocarbon hydroxylase activity in lung parenchyma of smokers and ex-smokers.
    Carcinogenesis. 1991 Jul;12(7):1301-5 PMID: 2070496
  28. Chemical and physical carcinogenesis: advances and perspectives for the 1990s.
    Cancer Res. 1991 Sep 15;51(18 Suppl):5023s-5044s PMID: 1884379
  29. Glutathione S-transferase mu locus: use of genotyping and phenotyping assays to assess association with lung cancer susceptibility.
    Carcinogenesis. 1991 Sep;12(9):1533-7 PMID: 1680031
  30. Neurobehavioral syndromes in cocaine-exposed newborn infants.
    Child Dev. 1991 Aug;62(4):694-705 PMID: 1935340
  31. Effect of very low birth weight on cognitive abilities at school age.
    N Engl J Med. 1992 Jan 16;326(3):202-3 PMID: 1727558
  32. Smoking characteristics and inhalation biochemistry in the Scottish population.
    J Clin Epidemiol. 1991;44(12):1405-10 PMID: 1753271
  33. Genetic linkage of lung cancer-associated MspI polymorphisms with amino acid replacement in the heme binding region of the human cytochrome P450IA1 gene.
    J Biochem. 1991 Sep;110(3):407-11 PMID: 1722803
  34. Cocaine/polydrug use in pregnancy: two-year follow-up.
    Pediatrics. 1992 Feb;89(2):284-9 PMID: 1370867
  35. Determinants of polycyclic aromatic hydrocarbon-DNA adducts in human placenta.
    Cancer Res. 1992 Mar 15;52(6):1499-503 PMID: 1540958
  36. Individual differences in lung cancer susceptibility in relation to polymorphisms of P-450IA1 gene and cigarette dose.
    Princess Takamatsu Symp. 1990;21:55-61 PMID: 2134690
  37. Molecular epidemiology and carcinogen-DNA adduct detection: new approaches to studies of human cancer causation.
    J Chronic Dis. 1982;35(7):581-600 PMID: 6282919
  38. Population distribution of placental benzo(a)pyrene metabolism in smokers.
    Int J Cancer. 1983 Jan 15;31(1):29-37 PMID: 6299972
  39. Quantitative comparison of carcinogenicity, mutagenicity and electrophilicity of 10 direct-acting alkylating agents and of the initial O6:7-alkylguanine ratio in DNA with carcinogenic potency in rodents.
    Mutat Res. 1983 Aug;110(2):181-219 PMID: 6348521
  40. Importance of the route of administration for genetic differences in benzo[a]pyrene-induced in utero toxicity and teratogenicity.
    Teratology. 1984 Feb;29(1):35-47 PMID: 6322374
  41. Neonatal toxicity in mice associated with the Ahb allele following transplacental exposure to 3-methylcholanthrene.
    Toxicol Appl Pharmacol. 1984 Mar 15;72(3):417-26 PMID: 6710493
  42. Carboxyhemoglobin, cotinine, and thiocyanate assay compared for distinguishing smokers from non-smokers.
    Clin Chem. 1984 Aug;30(8):1377-80 PMID: 6744590
  43. Prenatal exposure to polychlorinated biphenyls: effects on birth size and gestational age.
    J Pediatr. 1984 Aug;105(2):315-20 PMID: 6431068
  44. Decreased placental monooxygenase activities associated with birth defects.
    Teratology. 1984 Aug;30(1):31-7 PMID: 6484850
  45. Maternal smoking increases xenobiotic metabolism in placenta but not umbilical vein endothelium.
    Pediatr Res. 1984 Nov;18(11):1071-5 PMID: 6514434
  46. The rat liver foci bioassay: I. Age-dependence of induction by vinyl chloride of ATPase-deficient foci.
    Carcinogenesis. 1985 Jan;6(1):65-8 PMID: 3155670
  47. Genetic predisposition to phenytoin-induced birth defects.
    Lancet. 1985 Oct 5;2(8458):746-9 PMID: 2864485
  48. Exposure to cigarette smoking and children's growth.
    Int J Epidemiol. 1985 Sep;14(3):402-9 PMID: 4055207
  49. Embryotoxicity of benzo(a)pyrene and some of its synthetic derivatives in Swiss mice.
    Cancer Res. 1986 Jan;46(1):94-8 PMID: 3753553
  50. 32P-postlabeling assay in mice of transplacental DNA damage induced by the environmental carcinogens safrole, 4-aminobiphenyl, and benzo(a)pyrene.
    Cancer Res. 1986 Jun;46(6):3046-54 PMID: 3698023
  51. Fetal translocation and metabolism of PAH obtained from coal fly ash given intratracheally to pregnant rats.
    J Toxicol Environ Health. 1986;18(3):459-69 PMID: 3712502
  52. Effects of cocaine and alcohol use in pregnancy on neonatal growth and neurobehavioral status.
    Neurotoxicol Teratol. 1992 Jan-Feb;14(1):23-33 PMID: 1593976
  53. High susceptibility to lung cancer analyzed in terms of combined genotypes of P450IA1 and Mu-class glutathione S-transferase genes.
    Jpn J Cancer Res. 1992 Aug;83(8):866-70 PMID: 1399823
  54. Passive smoking in Germany and Poland: comparison of exposure levels, sources of exposure, validity, and perception.
    Epidemiology. 1992 Nov;3(6):509-14 PMID: 1420516
  55. An improved fluorometric assay for dosimetry of benzo(a)pyrene diol-epoxide-DNA adducts in smokers' lung: comparisons with total bulky adducts and aryl hydrocarbon hydroxylase activity.
    Cancer Res. 1992 Nov 15;52(22):6248-53 PMID: 1423269
  56. Molecular and genetic damage in humans from environmental pollution in Poland.
    Nature. 1992 Nov 19;360(6401):256-8 PMID: 1436106
  57. Genetic monitoring of human polymorphic cancer susceptibility genes by polymerase chain reaction: application to glutathione transferase mu.
    Environ Health Perspect. 1992 Nov;98:113-7 PMID: 1486839
  58. Genotype and phenotype of glutathione S-transferase class mu isoenzymes mu and psi in lung cancer patients and controls.
    Cancer Res. 1993 Mar 1;53(5):1004-11 PMID: 8439946
  59. Simultaneous fetal and maternal cotinine levels in pregnant women smokers.
    Am J Obstet Gynecol. 1993 Mar;168(3 Pt 1):781-2 PMID: 8456879
  60. Human CYP1A1 (cytochrome P(1)450) gene: lack of association between the Msp I restriction fragment length polymorphism and incidence of lung cancer in a Norwegian population.
    Pharmacogenetics. 1991 Oct;1(1):20-5 PMID: 1726950
  61. The glutathione S-transferase mu polymorphism as a marker for susceptibility to lung carcinoma.
    Cancer Res. 1993 May 15;53(10 Suppl):2313-8 PMID: 8485718
  62. Point-mutational MspI and Ile-Val polymorphisms closely linked in the CYP1A1 gene: lack of association with susceptibility to lung cancer in a Finnish study population.
    Cancer Epidemiol Biomarkers Prev. 1992 Sep-Oct;1(6):485-9 PMID: 1284589
  63. ASPO Distinguished Achievement Award Lecture. Epidemiological studies using biological markers: issues for epidemiologists.
    Cancer Epidemiol Biomarkers Prev. 1991 Nov-Dec;1(1):13-9 PMID: 1845163
  64. Association of PAH-DNA adducts in peripheral white blood cells with dietary exposure to polyaromatic hydrocarbons.
    Environ Health Perspect. 1993 Mar;99:265-7 PMID: 8319640
  65. A molecular epidemiological case-control study of lung cancer.
    Cancer Epidemiol Biomarkers Prev. 1995 Jun;4(4):341-6 PMID: 7655328
  66. A teratologic suppressor role for p53 in benzo[a]pyrene-treated transgenic p53-deficient mice.
    Nat Genet. 1995 Jun;10(2):181-7 PMID: 7663513
  67. [Correlation of cotinine level in amniotic fluid, umbilical artery blood and maternal blood].
    Geburtshilfe Frauenheilkd. 1995 Mar;55(3):156-9 PMID: 7665063
  68. Human lung carcinogen-DNA adduct levels mediated by genetic polymorphisms in vivo.
    J Natl Cancer Inst. 1995 Jun 21;87(12):902-7 PMID: 7666479
  69. Exposure to environmental tobacco smoke in nonsmoking pregnant women in relation to birth weight.
    Am J Epidemiol. 1995 Sep 1;142(5):531-7 PMID: 7677132
  70. The impact of glutathione s-transferase M1 and cytochrome P450 1A1 genotypes on white-blood-cell polycyclic aromatic hydrocarbon-DNA adduct levels in humans.
    Mol Carcinog. 1995 Sep;14(1):63-8 PMID: 7546226
  71. Glutathione S-transferase M1 (GSTM1) deficiency and lung cancer risk.
    Cancer Epidemiol Biomarkers Prev. 1995 Sep;4(6):589-94 PMID: 8547824
  72. Decline of DNA damage and other biomarkers in peripheral blood following smoking cessation.
    Cancer Epidemiol Biomarkers Prev. 1995 Sep;4(6):627-34 PMID: 8547829
  73. Ataxia-telangiectasia and cellular responses to DNA damage.
    Cancer Res. 1995 Dec 15;55(24):5991-6001 PMID: 8521380
  74. Acute effects of total suspended particles and sulfur dioxides on preterm delivery: a community-based cohort study.
    Arch Environ Health. 1995 Nov-Dec;50(6):407-15 PMID: 8572718
  75. Behavioral toxicology.
    Environ Health Perspect. 1995 Sep;103 Suppl 6:77-9 PMID: 8549497
  76. Application of biologic markers to studies of environmental risks in children and the developing fetus.
    Environ Health Perspect. 1995 Sep;103 Suppl 6:105-10 PMID: 8549455
  77. Molecular epidemiology: insights into cancer susceptibility, risk assessment, and prevention.
    J Natl Cancer Inst. 1996 Apr 17;88(8):496-509 PMID: 8606378
  78. Personal exposure to airborne particles and metals: results from the Particle TEAM study in Riverside, California.
    J Expo Anal Environ Epidemiol. 1996 Jan-Mar;6(1):57-78 PMID: 8777374
  79. Indoor particles: a review.
    J Air Waste Manag Assoc. 1996 Feb;46(2):98-126 PMID: 8846246
  80. Intellectual impairment in children exposed to polychlorinated biphenyls in utero.
    N Engl J Med. 1996 Sep 12;335(11):783-9 PMID: 8703183
  81. Biomarker studies in northern Bohemia.
    Environ Health Perspect. 1996 May;104 Suppl 3:591-7 PMID: 8781388
  82. Environmental tobacco smoke exposure in inner-city children.
    Cancer Epidemiol Biomarkers Prev. 1996 Feb;5(2):135-7 PMID: 8850275
  83. Teplice program--the impact of air pollution on human health.
    Environ Health Perspect. 1996 Aug;104 Suppl 4:699-714 PMID: 8879999
  84. Contribution of genetic and nutritional factors to DNA damage in heavy smokers.
    Carcinogenesis. 1997 Mar;18(3):503-9 PMID: 9067549
  85. [Frequency of birth defects in newborns in four regions of Poland].
    Med Pr. 1997;48(1):25-34 PMID: 9198714
  86. The role of diesel exhaust particles and their associated polyaromatic hydrocarbons in the induction of allergic airway disease.
    Allergy. 1997;52(38 Suppl):52-6; discussion 57-8 PMID: 9208060
  87. Association between air pollution and low birth weight: a community-based study.
    Environ Health Perspect. 1997 May;105(5):514-20 PMID: 9222137
  88. The relationship between selected causes of postneonatal infant mortality and particulate air pollution in the United States.
    Environ Health Perspect. 1997 Jun;105(6):608-12 PMID: 9288495
  89. Recent developments in molecular epidemiology: A study of the effects of environmental polycyclic aromatic hydrocarbons on birth outcomes in Poland.
    Am J Epidemiol. 1998 Feb 1;147(3):309-14 PMID: 9482506
  90. Relationship between ambient air pollution and DNA damage in Polish mothers and newborns.
    Environ Health Perspect. 1998 Jun;106 Suppl 3:821-6 PMID: 9646044
  91. Exposure misclassification error in studies on prenatal effects of tobacco smoking in pregnancy and the birth weight of children.
    J Expo Anal Environ Epidemiol. 1998 Jul-Sep;8(3):347-57 PMID: 9679216
  92. Single motherhood, urban residence and SGA babies in Central Poland.
    Int J Gynaecol Obstet. 1998 Jun;61(3):289-91 PMID: 9688492
  93. Retrospective analysis of causes of perinatal mortality in a polluted area.
    Am J Perinatol. 1998 Jun;15(6):357-61 PMID: 9722055
  94. Polycyclic aromatic hydrocarbon-DNA adducts in human placenta and modulation by CYP1A1 induction and genotype.
    Carcinogenesis. 1998 Aug;19(8):1389-92 PMID: 9744534
  95. Personal exposure to fine particles in children correlates closely with ambient fine particles.
    Arch Environ Health. 1999 Mar-Apr;54(2):95-101 PMID: 10094286
  96. Mental retardation following in utero exposure to the atomic bombs of Hiroshima and Nagasaki.
    Radiology. 1973 Mar;106(3):617-9 PMID: 4684805
  97. The murine Ah locus: in utero toxicity and teratogenesis associated with genetic differences in benzo[a]pyrene metabolism.
    Teratology. 1979 Dec;20(3):365-76 PMID: 542892
  98. Infertility in mice exposed in utero to benzo(a)pyrene.
    Biol Reprod. 1981 Feb;24(1):183-91 PMID: 7470542
  99. Fetal head growth retardation associated with maternal antiepileptic drugs.
    Lancet. 1981 Jul 25;2(8239):165-7 PMID: 6114242
  100. Sensitivity of human placental monooxygenase activity to maternal smoking.
    Clin Pharmacol Ther. 1981 Nov;30(5):687-92 PMID: 7297026
  101. Comparison of DNA adducts from exposure to complex mixtures in various human tissues and experimental systems.
    Environ Health Perspect. 1993 Mar;99:89-97 PMID: 8319665
  102. Contribution of occupation and diet to white blood cell polycyclic aromatic hydrocarbon-DNA adducts in wildland firefighters.
    Cancer Epidemiol Biomarkers Prev. 1993 Jul-Aug;2(4):341-7 PMID: 8348057
  103. Assessment of carcinogenic risk from personal exposure to benzo(a)pyrene in the Total Human Environmental Exposure Study (THEES).
    Air Waste. 1993 Jul;43(7):970-7 PMID: 8369112
  104. Lung cancer, race, and a CYP1A1 genetic polymorphism.
    Cancer Epidemiol Biomarkers Prev. 1993 Sep-Oct;2(5):481-5 PMID: 8220094
  105. Medical hypothesis: xenoestrogens as preventable causes of breast cancer.
    Environ Health Perspect. 1993 Oct;101(5):372-7 PMID: 8119245
  106. Molecular biomarkers for aflatoxins and their application to human cancer prevention.
    Cancer Res. 1994 Apr 1;54(7 Suppl):1907s-1911s PMID: 8137310
  107. Urbanization and industrialization versus biological status of human populations.
    Stud Hum Ecol. 1992;10:335-58 PMID: 1344731
  108. Infant morbidity and mortality in a region of ecological disaster.
    Folia Med Cracov. 1993;34(1-4):73-83 PMID: 8175066
  109. Human exposure to complex mixtures of air pollutants.
    Toxicol Lett. 1994 Jun;72(1-3):163-9 PMID: 8202929
  110. Head circumference and IQ of children with sex chromosome abnormalities.
    Dev Med Child Neurol. 1994 Jun;36(6):533-44 PMID: 8005365
  111. Aromatic DNA adducts, micronuclei and genetic polymorphism for CYP1A1 and GST1 in chimney sweeps.
    Carcinogenesis. 1994 Jul;15(7):1347-52 PMID: 8033310
  112. Plasma cotinine: stability in smokers and validation of self-reported smoke exposure in nonsmokers.
    Environ Res. 1994 Aug;66(2):235-43 PMID: 8055845
  113. The effect of paternal smoking on the birthweight of newborns whose mothers did not smoke. Group Health Medical Associates.
    Am J Public Health. 1994 Sep;84(9):1489-91 PMID: 8092378
  114. Genetic susceptibility to lung cancer with special emphasis on CYP1A1 and GSTM1: a study on host factors in relation to age at onset, gender and histological cancer types.
    Carcinogenesis. 1994 Sep;15(9):1785-90 PMID: 7923570
  115. The expression and environmental regulation of P450 enzymes in human placenta.
    Crit Rev Toxicol. 1994;24(3):211-29 PMID: 7945891
Article Info
Journal
Environmental health perspectives
Abbr.
Environ Health Perspect
ISSN
0091-6765
Published
1999-06-00
Pages
451-60
Language
English
Region
United States
NLM ID
0330411
PMCID
PMC1566212
Subset
IM
Grants
NIEHS NIH HHS · P01 ES009600 · United States
NIEHS NIH HHS · 1P50ES09600-01 · United States
NCI NIH HHS · R01-CA-39174 · United States
NCI NIH HHS · R01CA-35809 · United States
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