Background Different approaches have been used in case-control studies to estimate maternal exposure to medications and the risk of birth defects. However, the performance of these approaches and how they affect the odds ratio (OR) estimates have not been evaluated using birth-defect surveillance programmes. The aim of this study was to evaluate the scope and limitations of three case-control approaches to assess the teratogenic risk of birth defects in mothers exposed to antiepileptic medications, insulin, or acetaminophen. Methodology/Principal Findings We studied 110,814 non-malformed newborns and 58,514 live newborns with birth defects registered by the Latin American Collaborative Study of Congenital Anomalies (ECLAMC) between 1967 and 2008. Four controls were randomly selected for each case in the same hospital and period, and three different control groups were used: non-malformed newborns (HEALTHY), malformed newborns (SICK), and a subgroup of SICK, only-exposed cases (OECA). Associations were evaluated using OR and Pearson's chi-square (P<0.01). There were no concordance correlations between the HEALTHY and OECA designs, and the average OR differences ranged from 3.0 to 11.5 for the three evaluated medicines. The overestimations observed for HEALTHY design were increased as higher OR values were given, with a high and statistically significant correlation between the difference and the mean. On the contrary, the concordance correlations obtained between the SICK and OECA designs were quite good, with no significant differences in the average risks. Conclusions The HEALTHY design estimates the true population OR, but shows a high rate of false-positive results presumably caused by differential misclassification bias. This bias decreases with the increase of the proportion of exposed controls. SICK and OECA odds ratios cannot be considered a direct estimate of the true population OR except under certain conditions. However, the SICK and OECA designs could provide practical information to generate hypotheses about potential teratogens.
References
[1]
Castilla EE, Orioli IM (2004) ECLAMC: the Latin-American collaborative study of congenital malformations. Community Genet 7: 76–94.
[2]
Wacholder S, McLaughlin JK, Silverman DT, Mandel JS (1992) Selection of controls in case-control studies. I. Principles. Am J Epidemiol 135: 1019–1028.
[3]
Wacholder S, Silverman DT, McLaughlin JK, Mandel JS (1992) Selection of controls in case-control studies. III. Design options. Am J Epidemiol 135: 1042–1050.
[4]
Wacholder S, Silverman DT, McLaughlin JK, Mandel JS (1992) Selection of controls in case-control studies. II. Types of controls. Am J Epidemiol 135: 1029–1041.
[5]
Elwood J, Little J (1992) Epidemiology and Control of NTDs: Oxford, Oxford University Press.
[6]
Elwood JM (1992) Causal relationships in medicine: a practical system for critical appraisal: Oxford University Press.
[7]
Infante-Rivard C, Jacques L (2000) Empirical study of parental recall bias. Am J Epidemiol 152: 480–486.
[8]
Coughlin SS (1990) Recall bias in epidemiologic studies. J Clin Epidemiol 43: 87–91.
[9]
Mackenzie SG, Lippman A (1989) An investigation of report bias in a case-control study of pregnancy outcome. Am J Epidemiol 129: 65–75.
[10]
Swan SH, Shaw GM, Schulman J (1992) Reporting and selection bias in case-control studies of congenital malformations. Epidemiology 3: 356–363.
[11]
Lisi A, Botto LD, Robert-Gnansia E, Castilla EE, Bakker MK, et al. (2010) Surveillance of adverse fetal effects of medications (SAFE-Med): findings from the international Clearinghouse of birth defects surveillance and research. Reprod Toxicol 29: 433–442.
[12]
Kallen B, Castilla EE, Robert E, Lancaster PA, Kringelbach M, et al. (1992) An international case-control study on hypospadias. The problem with variability and the beauty of diversity. Eur J Epidemiol 8: 256–263.
[13]
Kallen B, Robert E, Mastroiacovo P, Martinez-Frias ML, Castilla EE, et al. (1989) Anticonvulsant drugs and malformations is there a drug specificity? Eur J Epidemiol 5: 31–36.
[14]
Arpino C, Brescianini S, Robert E, Castilla EE, Cocchi G, et al. (2000) Teratogenic effects of antiepileptic drugs: use of an International Database on Malformations and Drug Exposure (MADRE). Epilepsia 41: 1436–1443.
[15]
Bar-Oz B, Moretti ME, Mareels G, Van Tittelboom T, Koren G (1999) Reporting bias in retrospective ascertainment of drug-induced embryopathy. Lancet 354: 1700–1701.
[16]
Prieto L, Martinez-Frias ML (1999) Case-control studies using only malformed infants: are we interpreting the results correctly? Teratology 60: 1–2.
[17]
Prieto L, Martinez-Frias ML (2000) Response to “What kind of controls to use in case control studies of malformed infants: recall bias versus ‘teratogen nonspecificity’ bias”. Teratology 62: 372–373.
[18]
Hook EB (2000) What kind of controls to use in case control studies of malformed infants: recall bias versus “teratogen nonspecificity” bias. Teratology 61: 325–326.
[19]
WHO (2007) World Health Organization. International Statistical Classification of Diseases and Related Health Problems 10th Revision Version for 2007. Available: http://apps.who.int/classifications/apps?/icd/icd10online/. Accessed May 1, 2011.
[20]
Castilla EE, Orioli IM, Lopez-Camelo JS (1985) On monitoring the multiply malformed infant. I: Case-finding, case-recording, and data handling in a Latin American program. Am J Med Genet 22: 717–725.
[21]
WHO (2010) Collaborating Centre for Drug Statistics Methodology - WHOCC. Available: http://www.whocc.no/. Accessed May 10, 2011.
[22]
Lin LI (1989) A concordance correlation coefficient to evaluate reproducibility. Biometrics 45: 255–268.
[23]
Bland JM, Altman DG (1986) Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1: 307–310.
[24]
Prieto L, Martinez-Frias ML (2000) Case-control studies using only malformed infants who were prenatally exposed to drugs. What do the results mean? Teratology 62: 5–9.
[25]
Hook EB (1993) Normal or affected controls in case-control studies of congenital malformations and other birth defects: reporting bias issues. Epidemiology 4: 182–184.
[26]
Kleinbaum DG, Morgenstern H, Kupper LL (1981) Selection bias in epidemiologic studies. Am J Epidemiol 113: 452–463.
[27]
Artama M, Ritvanen A, Gissler M, Isojarvi J, Auvinen A (2006) Congenital structural anomalies in offspring of women with epilepsy–a population-based cohort study in Finland. Int J Epidemiol 35: 280–287.
[28]
Jentink J, Loane MA, Dolk H, Barisic I, Garne E, et al. (2010) Valproic acid monotherapy in pregnancy and major congenital malformations. N Engl J Med 362: 2185–2193.
[29]
Jentink J, Dolk H, Loane MA, Morris JK, Wellesley D, et al. (2010) Intrauterine exposure to carbamazepine and specific congenital malformations: systematic review and case-control study. BMJ 341: c6581.
[30]
Stothard KJ, Tennant PW, Bell R, Rankin J (2009) Maternal overweight and obesity and the risk of congenital anomalies: a systematic review and meta-analysis. JAMA 301: 636–650.
[31]
Becerra JE, Khoury MJ, Cordero JF, Erickson JD (1990) Diabetes mellitus during pregnancy and the risks for specific birth defects: a population-based case-control study. Pediatrics 85: 1–9.
[32]
Feldkamp ML, Meyer RE, Krikov S, Botto LD (2010) Acetaminophen use in pregnancy and risk of birth defects: findings from the National Birth Defects Prevention Study. Obstet Gynecol 115: 109–115.
[33]
Scialli AR, Ang R, Breitmeyer J, Royal MA (2010) A review of the literature on the effects of acetaminophen on pregnancy outcome. Reprod Toxicol 30: 495–507.