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Challenges and Novel Approaches in the Epidemiological Study of Early Life Influences on Later Disease

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Book cover Early Nutrition Programming and Health Outcomes in Later Life

Part of the book series: Advances in Experimental Medicine and Biology ((AEMB,volume 646))

The influence of factors acting during early life on health outcomes of offspring is of considerable research and public health interest. There are, however, methodological challenges in establishing robust causal links, since exposures often act many decades before outcomes of interest, and may also be strongly related to other factors, generating considerable degrees of potential confounding. With respect to pre-natal factors, the degree of counfounding can sometimes be estimated by comparing the association between exposures experienced by the mother during pregnancy and outcomes among the offspring with the association of the same exposures experienced by the father during the pregnancy period and offspring outcomes. If the effects are due to an intra-uterine exposure, then maternal exposure during pregnancy should have a clearly greater influence than paternal exposure. If confounding by socio-economic, behavioural or genetic factors generates the association then maternal and paternal pregnancy exposures will be related in the same way with the outcome. For early life exposures it is also possible to compare outcomes in siblings who are concordant or discordant for the exposure, which will reduce the influence of family-level confounding factors. A different approach is that of Mendelian randomization, which utilises genetic variants of known effect that can proxy for modifiable exposures and are also not in general related to potential confounding factors, or influenced by disease. In other settings the use of non-genetic instrumental variables is possible. A series of examples of the application of these approaches are presented and their potentials and limitations discussed. Other epidemiological strategies are briefly reviewed. It is concluded that the naïve acceptance of findings utilising conventional epidemiological methods in this setting is misplaced.

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References

  • Alpha-Tocopherol, Beta Carotene Cancer Prevention Study Group (1994). The effect of vitamin E and beta carotene on the incidence of lung cancer and other cancers in male smokers. N Engl J Med 330:1029–1035.

    Article  Google Scholar 

  • Beral V, Banks E, Reeves G (2002). Evidence from randomized trials of the long-term effects of hormone replacement therapy. Lancet 360:942–944.

    Article  PubMed  Google Scholar 

  • Bhatti P, Sigurdson AJ, Wang SS, Chen J, Rothman N, Hartge P, Bergen AW, Landi MT (2005). Genetic variation and willingness to participate in epidemiologic research:data from three studies. Cancer Epidemiol Biomar Prev 14:2449–2453.

    Article  Google Scholar 

  • Botto LD, Yang Q (2000). 5, 10-Methylenetetrahydrofolate reductase gene variants and congenital anomalies:a HuGE Review. Am J Epidemiol 151:862–877.

    PubMed  CAS  Google Scholar 

  • Conley D, Strully KW, Bennett NG (2003). The starting gate. Birth weight and life chances. Berkeley, CA:University of California Press.

    Google Scholar 

  • Czeizel AE, Dudás I (1992). Prevention of the first occurrence of neural-tube defects by pericon-ceptional vitamin supplementation. New Engl J Med 327:1832–1835.

    PubMed  CAS  Google Scholar 

  • Davey Smith G (2000). Capitalising on Mendelian randomisation to assess the effects of treatment. J. Royal Soc Med 100:432–435.

    Article  Google Scholar 

  • Davey Smith G (2008). Assessing intrauterine influences on offspring health outcomes:can epide-miological findings yield robust results? Basic Clini Pharmacol Toxicol 102:245–256.

    Google Scholar 

  • Davey Smith G, Ebrahim S (2001). Epidemiology:is it time to call it a day? Int J Epidemiol 30:1–14.

    Article  PubMed  CAS  Google Scholar 

  • Davey Smith G, Ebrahim S (2003). “Mendelian randomisation”:can genetic epidemiology contribute to understanding environmental determinants of disease? Int J Epidemiol 32:1–22.

    Article  PubMed  Google Scholar 

  • Davey Smith G, Ebrahim S (2004). Mendelian randomization:prospects, potentials, and limitations. Int J Epidemiol 33:30–42.

    Article  Google Scholar 

  • Davey Smith G, Ebrahim S (2005) What can Mendelian randomisation tell us about modifiable behavioural and environmental exposures. BMJ; 330:1076–1079.

    Article  PubMed  Google Scholar 

  • Davey Smith G, Ebrahim S (2006). Folate supplementation and cardiovascular disease. Lancet 366:1679–1681.

    Article  Google Scholar 

  • Davey Smith G, Leary S, Ness A (2006). Dehyration in infancy and later blood pressure. J Epidemiol Community Health 60:142–143.

    Article  PubMed  Google Scholar 

  • Davey Smith G, Lawlor DA, Harbord R, Timpson N, Day I, Ebrahim S (2008). Clustered environments and randomized genes:a fundamental distinction between conventional and genetic epidemiology. PloS Med 4:1985–1992.

    Google Scholar 

  • Der G, Batty GD, Deary IJ (2006). Effect of breast feeding on intelligence in children:prospective study, sibling pairs analysis, and meta-analysis. Brit Med J 333:945.

    Article  PubMed  Google Scholar 

  • Dietary supplementation (1999). With n-3 polyunsaturated fatty acids and vitamin E after myo-cardial infarction:results of the GISSI-Prevenzione trial. Gruppo Italiano per lo Studio della Sopravvivenza nell'Infarto miocardico. Lancet 354:447–455.

    Article  Google Scholar 

  • Fessler DM (2003). An evolutionary explanation of the plasticity of salt preferences:prophylaxis against sudden dehydration. Med Hypotheses 61:412–415.

    Article  PubMed  CAS  Google Scholar 

  • Heart Protection Study Collaborative Group (2002). MRC/BHF Heart Protection Study of antioxi-dant vitamin supplementation in 20536 high-risk individuals:a randomised placebo-controlled trial. Lancet 360:23–33.

    Article  Google Scholar 

  • Hingorani A, Humphries S (2005). Nature's randomised trials. Lancet 366:1906–1908.

    Article  PubMed  Google Scholar 

  • Jaddoe VWV, Berburg BE, de Ridder MAJ, Hofman A, Mackenbach JP, Moll HA, Steegers EAP, Witteman JCM (2007). Maternal smoking and fetal growth characteristics in different periods of pregnancy. Am J Epidemiol 165:1207–1215.

    Article  PubMed  Google Scholar 

  • Kivimaki M, Lawlor DA, Davey Smith G, Eklund C, Hurme M, Lehtimaki T et al. (2007). Variants in the CRP gene as a measure of life-long differences in average C-reactive protein levels:the cardiovascular risk in Young Finns Study. Am J Epidemiol 166:760–764.

    Article  PubMed  Google Scholar 

  • Kramer MS, Guo T, Platt RW, Shapiro S, Collet JP, Chalmers B et al. (2002). Breastfeeding and infant growth:biology or bias? Pediatrics 110(2 Pt 1):343–347.

    Article  PubMed  Google Scholar 

  • Lawlor DA, Davey Smith G, Bruckdorfer KR et al. (2004). Those confounded vitamins:what can we learn from the differences between observational versus randomised trial evidence? Lancet 363:1724–1727.

    Article  PubMed  Google Scholar 

  • Lawlor DA, Ebrahim S, Kundu D, Bruckdorfer KR, Whincup PH, Davey Smith G (2005a). Vitamin C is not associated with coronary heart disease risk once life course socioeconomic position is taken into account:prospective findings from the British Women's Heart and Health Study. Heart 91:1086–1087.

    Article  CAS  Google Scholar 

  • Lawlor DA, Bor W, O'Callaghan MJ, Williams GM, Najman JM (2005b). Intrauterine growth and intelligence within sibling pairs:findings from the Mater-University study of pregnancy and its outcomes. J Epidemiol Community Health 59:279–282.

    Article  Google Scholar 

  • Lawlor DA, Najman JM, Batty GD, C'Callaghan MJ, Williams GM, Bor W (2006a). Early life predictors of childhood intelligence:findings from the Mater-University study of pregnancy and its outcomes. Paediatr Perinat Epidemiol 20:148–162.

    Article  Google Scholar 

  • Lawlor DA, Clark H, Davey Smith G, Leon DA (2006b). Childhood intelligence, educational attainment and adult body mass index:findings from a prospective cohort and within sibling-pairs analysis. Int J Obes 30:1758–1765.

    Article  CAS  Google Scholar 

  • Lawlor DA, Clark H, Davey Smith G, Leon DA (2006c). Intrauterine growth and intelligence within sibling-pairs:findings from the Aberdeen Children of the 1950s cohort. Pediatrics 117:e894–e902.

    Article  Google Scholar 

  • Lawlor DA, Davey Smith G, Mitchell R, Ebrahim S (2006d). Adult blood pressure and climate conditions in infancy:a test of the hypothesis that dehydration in infancy increases adult blood pressure. Am J Epidemiol 163:608–614.

    Article  Google Scholar 

  • Lawlor DA, Hübinette A, Tynelius P, Leon DA, Davey Smith G, Rasmussen F (2007a). The associations of gestational age and intrauterine growth with systolic blood pressure in a family based study of 386,485 men in 331,089 families. Circulation 115:562–568.

    Article  Google Scholar 

  • Lawlor DA, Harbord RM, Sterne JAC, Timpson N, Davey Smith G (2007b). Mendelian randomization:using genes as instruments for making causal inferences in epidemiology. Stat Med 27:1133–1163.

    Article  Google Scholar 

  • Leary S, Davey Smith G, Ness A, ALSPAC Study team (2006a). Smoking during pregnancy and components of stature in the offspring. Am J Hum Biol 18:502–512.

    Article  Google Scholar 

  • Leary SD, Davey Smith G, Rogers IS, Reilly JJ, Wells JCK, Ness AR (2006b). Smoking during pregnancy and offspring fat and lean mass in childhood. Obesity 14:2284–2293.

    Article  Google Scholar 

  • Mackay DJ (2003). Model comparison and Occams Razor. In:Mackay DJ (ed.), Information theory, inference and learning algorithms. Cambridge:Cambridge University Press.

    Google Scholar 

  • Manson J, Stampfer MJ, Willett WC, Colditz G, Rosner B, Speizer FE, Hennekens CH (1991). A prospective study of antioxidant vitamins and incidence of coronary heart disease in women. Circulation 84(Suppl II):II-546.

    Google Scholar 

  • Manson JE, Hsia J, Johnson KC et al. (2003) Estrogen plus progestin and the risk of coronary heart disease. NEJM 349:523–534.

    Article  PubMed  CAS  Google Scholar 

  • Martin RM, Davey Smith G, Mangtani P, Frankel S, Gunnell D (2002). Association between breastfeeding and growth:the Boyd Orr cohort study. Arch Dis Child 87:F193–F201.

    CAS  Google Scholar 

  • Matte TD, Bresnahan M, Begg MD, Susser E (2001, Aug 11). Influence of variation in birth weight within normal range and within sibships on IQ at age 7 years:cohort study. BMJ 323(7308):310–314. Erratum in:BMJ 2001, Sep 22; 323(7314):684.

    Article  PubMed  CAS  Google Scholar 

  • Matthews F, Yudkin P, Neil A (1999). Influence of maternal nutrition on outcome of pregnancy:prospective cohort study. BMJ 319:339–343.

    Google Scholar 

  • Mendel, G (1865). Experiments in plant hybridization. http://www.mendelweb.org/archive/ Mendel.Experiments.txt. Accessed May 2007.

  • MRC Vitamin Study Research Group (1991). Prevention of neural tube defects:results of the Medical Research Council vitamin study. Lancet 338:131–137.

    Article  Google Scholar 

  • Omenn GS, Goodman GE, Thornquist MD et al. (1996). Effects of a combination of beta carotene and vitamin A on lung cancer and cardiovascular disease. N Engl J Med 334:1150–1155.

    Article  PubMed  CAS  Google Scholar 

  • Osganian SK, Stampfer MJ, Rimm E, Spiegelman D, Hu FB, Manson JE, Willett WC (2003). Vitamin C and risk of coronary heart disease in women. J Am Coll Cardiol 42:246–252.

    Article  PubMed  CAS  Google Scholar 

  • Pembrey ME, Bygren LO, Kaati G, Edvinsson S, Northstone K, Sjöström M, Golding J, ALSPAC Study Team (2006). Sex-specific, male-line transgenerational responses in humans. Eur J Hum Genet 14:159–166.

    Article  PubMed  Google Scholar 

  • Poston L, Briley AL, Seed PT, Kelly FJ, Sheenan, for the Vitamins in Pre-eclampsia (VIP) Trial Consortium (2006). Vitamin C and vitamin E in pregnant women at risk for pre-eclampsia (VIP trial):randomised placebo-controlled trial. Lancet 367:1145.

    Article  PubMed  CAS  Google Scholar 

  • Record RG, McKeown T, Edwards JH (1969). The relation of measured intelligence to birth weight and duration of gestation. Ann Hum Genet 33:71–79.

    Article  PubMed  CAS  Google Scholar 

  • Rimm EB, Stampfer MJ, Ascherio A, Giovannucci E, Colditz GA, Willett WC (1993). Vitamin E consumption and the risk of coronary heart disease in men. New Engl J Med 328:1450–1456.

    Article  PubMed  CAS  Google Scholar 

  • Robinson SM, Crozier SR, Borland SE, Hammond J, Barker DJP, Inskip HM (2004). Impact of educational attainment on the quality of young women's diets. Eur J Clin Nutr l58:1174–1180.

    Article  Google Scholar 

  • Scholl TO, Johnson WG (2000). Folic acid:influence on the outcome of pregnancy. Am J Clin Nutr 71(Suppl):1295S–1303S.

    PubMed  CAS  Google Scholar 

  • Stampfer MJ, Colditz GA (1991). Estrogen replacement therapy and coronary heart disease:a quantitative assessment of the epidemiologic evidence. Prev Med 20:47–63 (reprinted Int J Epidemiol 33:445–453).

    Article  PubMed  CAS  Google Scholar 

  • Stampfer MJ, Hennekens CH, Manson JE, Colditz GA, Rosner B, Willett WC (1993). Vitamin E consumption and the risk of coronary disease in women New Engl J Med 328:1444–1449.

    Article  PubMed  CAS  Google Scholar 

  • Vandenbroucke JP (2004). Commentary:the HRT story:vindication of old epidemiological theory. Int J Epidemiol 33:456–457.

    Article  PubMed  Google Scholar 

  • Youngman LD, Keavney BD, Palmer A (2000). Plasma fibrinogen and fibrinogen genotypes in 4685 cases of myocardial infarction and in 6002 controls:test of causality by ‘Mendelian randomization'. Circulation 102(Suppl II):31–32.

    Google Scholar 

  • Youngman LD, Keavney BD, Palmer A (2000). Plasma fibrinogen and fibrinogen genotypes in 4685 cases of myocardial infarction and in 6002 controls:test of causality by ‘Mendelian randomization'. Circulation 102(Suppl II):31–32.

    Google Scholar 

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Smith, G.D., Leary, S., Ness, A., Lawlor, D.A. (2009). Challenges and Novel Approaches in the Epidemiological Study of Early Life Influences on Later Disease. In: Koletzko, B., Decsi, T., Molnár, D., de la Hunty, A. (eds) Early Nutrition Programming and Health Outcomes in Later Life. Advances in Experimental Medicine and Biology, vol 646. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-9173-5_1

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