[Skip to Navigation]
Sign In
Figure.  Flowchart to Achieve the Final Study Population
Flowchart to Achieve the Final Study Population

Conditions of exclusion may overlap.

aQuestionnaire 1 is the first Norwegian Mother and Child Cohort Study questionnaire, completed at 17 gestational weeks (GW). Completion of questionnaire 1 implied enrollment in the study.

bMissing information on all Ages and Stages Questionnaires subscales and on the Conners’ Parent Rating Scale–Revised.

cIndicates 1299 twin and 14 triplet pregnancies.

dIncludes long-term (ie, arthritis, sciatica, fibromyalgia, headache, and migraine) pain-related conditions before and/or during pregnancy and acute pain-related conditions (ie, pelvic girdle, back, groin, and muscle/joint pains) during pregnancy.

Table 1.  Cohort Characteristics by Exposure to Benzodiazepines/Z-Hypnotics During Pregnancy Among 36 086 Children
Cohort Characteristics by Exposure to Benzodiazepines/Z-Hypnotics During Pregnancy Among 36 086 Children
Table 2.  Associations of Timing of Benzodiazepine/Z-Hypnotic Exposure in Pregnancy With Child Outcomes by Maternal Underlying Disorder
Associations of Timing of Benzodiazepine/Z-Hypnotic Exposure in Pregnancy With Child Outcomes by Maternal Underlying Disorder
Table 3.  Associations by Class of Medication Exposure on Child Outcomes in 4183 Pregnancies in the Depressive/Anxiety Disorder Stratuma
Associations by Class of Medication Exposure on Child Outcomes in 4183 Pregnancies in the Depressive/Anxiety Disorder Stratuma
Table 4.  Association of Prolonged Benzodiazepine/Z-Hypnotic Use and Coexposure to an Opioid or Antidepressant With Child Developmental Outcomes in the Depressive/Anxiety Disorder Stratuma
Association of Prolonged Benzodiazepine/Z-Hypnotic Use and Coexposure to an Opioid or Antidepressant With Child Developmental Outcomes in the Depressive/Anxiety Disorder Stratuma
Supplement.

eAppendix. Supplemental Methods

eReferences.

eFigure 1. Granularity and Definition of the Exposure Windows, Based on the Timing in Pregnancy When Depressive and Anxiety Symptoms Were Measured

eFigure 2. Items Composing the Domains of the ASQ and the CRRS-R Instruments in MoBa

eFigure 3. Distribution of Missing Data on Sufficient Confounders by BZD/Z-Hypnotic Exposure Status in Pregnancy, in Women With Depressive/Anxiety Disorders

eFigure 4. Distribution of Missing Data on Sufficient Confounders by BZD/Z-Hypnotic Exposure Status in Pregnancy, in Women With Sleeping Problems

eFigure 5. Distribution of Missing Data on Sufficient Confounders by BZD/Z-Hypnotic Exposure Status in Pregnancy, in Women With Pain-Related Disorders

eTable 1. Specification of Various Treatment Models in the Marginal Structural Model Analysis

eTable 2. Timing of Exposure to BZD and Z-Hypnotics, by Maternal Primary Underlying Disorder, With Corresponding Detectable Effect Sizes (d)

eTable 3. Length of Exposure to BZD and Z-Hypnotics, and Co-exposure With Opioids or Antidepressants, by Maternal Primary Underlying Disorder, With Corresponding Detectable Effect Size (d)

eTable 4. Cohort Characteristics by Exposure to BZD/Z-Hypnotics During Pregnancy and Maternal Underlying Disorder

eTable 5. Characteristics of the Generated Stabilized Weights in the Three Maternal Disorder Strata

eTable 6. Timing Effects of Gestational Exposure to BZDs/Z-Hypnotics on Child Outcomes by Maternal Underlying Disorder, Accounting for Censoring (Pre- and/or Postnatal Loss to Follow-up in MoBa)

eTable 7. Association of Parent-Reported Dimensional Outcome Measures With Known Predictors or Medical Diagnosis of Child Developmental Delay

eTable 8. Association of the Negative Control With Child Developmental Outcomes, by Maternal Underlying Disorder

1.
Dennis  CL, Falah-Hassani  K, Shiri  R.  Prevalence of antenatal and postnatal anxiety: systematic review and meta-analysis.  Br J Psychiatry. 2017;210(5):315-323. doi:10.1192/bjp.bp.116.187179PubMedGoogle ScholarCrossref
2.
Falah-Hassani  K, Shiri  R, Dennis  CL.  The prevalence of antenatal and postnatal co-morbid anxiety and depression: a meta-analysis.  Psychol Med. 2017;47(12):2041-2053. doi:10.1017/S0033291717000617PubMedGoogle ScholarCrossref
3.
Hendrick  V.  Psychiatric Disorders in Pregnancy and the Postpartum: Principles and Treatment. Totowa, NJ: Humana Press; 2006. doi:10.1007/978-1-59745-013-3
4.
Davidson  JR, Zhang  W, Connor  KM,  et al.  A psychopharmacological treatment algorithm for generalised anxiety disorder (GAD).  J Psychopharmacol. 2010;24(1):3-26. doi:10.1177/0269881108096505PubMedGoogle ScholarCrossref
5.
Riska  BS, Skurtveit  S, Furu  K, Engeland  A, Handal  M.  Dispensing of benzodiazepines and benzodiazepine-related drugs to pregnant women: a population-based cohort study.  Eur J Clin Pharmacol. 2014;70(11):1367-1374. doi:10.1007/s00228-014-1744-4PubMedGoogle ScholarCrossref
6.
Lacroix  I, Hurault  C, Sarramon  MF,  et al.  Prescription of drugs during pregnancy: a study using EFEMERIS, the new French database.  Eur J Clin Pharmacol. 2009;65(8):839-846. doi:10.1007/s00228-009-0647-2PubMedGoogle ScholarCrossref
7.
Hanley  GE, Mintzes  B.  Patterns of psychotropic medicine use in pregnancy in the United States from 2006 to 2011 among women with private insurance.  BMC Pregnancy Childbirth. 2014;14:242. doi:10.1186/1471-2393-14-242PubMedGoogle ScholarCrossref
8.
Haas  M, Qu  Z, Kim  TH,  et al.  Perturbations in cortical development and neuronal network excitability arising from prenatal exposure to benzodiazepines in mice.  Eur J Neurosci. 2013;37(10):1584-1593. doi:10.1111/ejn.12167PubMedGoogle ScholarCrossref
9.
Lauder  JM, Liu  J, Devaud  L, Morrow  AL.  GABA as a trophic factor for developing monoamine neurons.  Perspect Dev Neurobiol. 1998;5(2-3):247-259.PubMedGoogle Scholar
10.
Laegreid  L, Hagberg  G, Lundberg  A.  Neurodevelopment in late infancy after prenatal exposure to benzodiazepines: a prospective study.  Neuropediatrics. 1992;23(2):60-67. doi:10.1055/s-2008-1071314PubMedGoogle ScholarCrossref
11.
Mortensen  JT, Olsen  J, Larsen  H, Bendsen  J, Obel  C, Sørensen  HT.  Psychomotor development in children exposed in utero to benzodiazepines, antidepressants, neuroleptics, and anti-epileptics.  Eur J Epidemiol. 2003;18(8):769-771. doi:10.1023/A:1025306304635PubMedGoogle ScholarCrossref
12.
El Marroun  H, White  T, Verhulst  FC, Tiemeier  H.  Maternal use of antidepressant or anxiolytic medication during pregnancy and childhood neurodevelopmental outcomes: a systematic review.  Eur Child Adolesc Psychiatry. 2014;23(10):973-992. doi:10.1007/s00787-014-0558-3PubMedGoogle ScholarCrossref
13.
Brandlistuen  RE, Ystrom  E, Hernandez-Diaz  S,  et al.  Association of prenatal exposure to benzodiazepines and child internalizing problems: a sibling-controlled cohort study.  PLoS One. 2017;12(7):e0181042. doi:10.1371/journal.pone.0181042PubMedGoogle ScholarCrossref
14.
Radojčić  MR, El Marroun  H, Miljković  B,  et al.  Prenatal exposure to anxiolytic and hypnotic medication in relation to behavioral problems in childhood: a population-based cohort study.  Neurotoxicol Teratol. 2017;61:58-65. doi:10.1016/j.ntt.2017.02.005PubMedGoogle ScholarCrossref
15.
Odsbu  I, Skurtveit  S, Selmer  R, Roth  C, Hernandez-Diaz  S, Handal  M.  Prenatal exposure to anxiolytics and hypnotics and language competence at 3 years of age.  Eur J Clin Pharmacol. 2015;71(3):283-291. doi:10.1007/s00228-014-1797-4PubMedGoogle ScholarCrossref
16.
Handal  M, Engeland  A, Rønning  M, Skurtveit  S, Furu  K.  Use of prescribed opioid analgesics and co-medication with benzodiazepines in women before, during, and after pregnancy: a population-based cohort study.  Eur J Clin Pharmacol. 2011;67(9):953-960. doi:10.1007/s00228-011-1030-7PubMedGoogle ScholarCrossref
17.
Magnus  P, Birke  C, Vejrup  K,  et al.  Cohort profile update: the Norwegian Mother and Child Cohort Study (MoBa).  Int J Epidemiol. 2016;45(2):382-388. doi:10.1093/ije/dyw029PubMedGoogle ScholarCrossref
18.
Magnus  P, Irgens  LM, Haug  K, Nystad  W, Skjaerven  R, Stoltenberg  C; MoBa Study Group.  Cohort profile: the Norwegian Mother and Child Cohort Study (MoBa).  Int J Epidemiol. 2006;35(5):1146-1150. doi:10.1093/ije/dyl170PubMedGoogle ScholarCrossref
19.
Norwegian Institute of Public Health. Questionnaires from MoBa. https://www.fhi.no/en/studies/moba/for-forskere-artikler/questionnaires-from-moba/. Accessed February 25, 2019.
20.
Norwegian Institute of Public Health. Medical Birth Registry of Norway. http://statistikkbank.fhi.no/mfr/. Published 2018. Accessed January 14, 2019.
21.
Hernán  MA, Alonso  A, Logan  R,  et al.  Observational studies analyzed like randomized experiments: an application to postmenopausal hormone therapy and coronary heart disease.  Epidemiology. 2008;19(6):766-779. doi:10.1097/EDE.0b013e3181875e61PubMedGoogle ScholarCrossref
22.
Larochelle  MR, Zhang  F, Ross-Degnan  D, Wharam  JF.  Trends in opioid prescribing and co-prescribing of sedative hypnotics for acute and chronic musculoskeletal pain: 2001-2010.  Pharmacoepidemiol Drug Saf. 2015;24(8):885-892. doi:10.1002/pds.3776PubMedGoogle ScholarCrossref
23.
Strand  BH, Dalgard  OS, Tambs  K, Rognerud  M.  Measuring the mental health status of the Norwegian population: a comparison of the instruments SCL-25, SCL-10, SCL-5 and MHI-5 (SF-36).  Nord J Psychiatry. 2003;57(2):113-118. doi:10.1080/08039480310000932PubMedGoogle ScholarCrossref
24.
Fink  P, Ørbøl  E, Hansen  MS, Søndergaard  L, De Jonge  P.  Detecting mental disorders in general hospitals by the SCL-8 scale.  J Psychosom Res. 2004;56(3):371-375. doi:10.1016/S0022-3999(03)00071-0PubMedGoogle ScholarCrossref
25.
WHO Collaborating Centre for Drug Statistics Methodology. ATC/DDD Index 2019. http://www.whocc.no/atc_ddd_index/. Accessed February 22, 2019.
26.
Squires  J, Bricker  D, Twombly  E, et al. Ages & Stages Questionnaires, Third Edition (ASQ-3): A Parent-Completed Child Monitoring System. Baltimore, MD: Brookes Publishing; 2009.
27.
Richter  J, Janson  H.  A validation study of the Norwegian version of the Ages and Stages Questionnaires.  Acta Paediatr. 2007;96(5):748-752. doi:10.1111/j.1651-2227.2007.00246.xPubMedGoogle ScholarCrossref
28.
Conners  CK, Sitarenios  G, Parker  JD, Epstein  JN.  The revised Conners’ Parent Rating Scale (CPRS-R): factor structure, reliability, and criterion validity.  J Abnorm Child Psychol. 1998;26(4):257-268. doi:10.1023/A:1022602400621PubMedGoogle ScholarCrossref
29.
Textor  J, Hardt  J, Knüppel  S.  DAGitty: a graphical tool for analyzing causal diagrams.  Epidemiology. 2011;22(5):745. doi:10.1097/EDE.0b013e318225c2bePubMedGoogle ScholarCrossref
30.
Kendler  KS, Neale  MC, Kessler  RC, Heath  AC, Eaves  LJ.  The lifetime history of major depression in women: reliability of diagnosis and heritability.  Arch Gen Psychiatry. 1993;50(11):863-870. doi:10.1001/archpsyc.1993.01820230054003PubMedGoogle ScholarCrossref
31.
Bateman  BT, Mhyre  JM, Hernandez-Diaz  S,  et al.  Development of a comorbidity index for use in obstetric patients.  Obstet Gynecol. 2013;122(5):957-965. doi:10.1097/AOG.0b013e3182a603bbPubMedGoogle ScholarCrossref
32.
Robins  JM, Hernán  MA, Brumback  B.  Marginal structural models and causal inference in epidemiology.  Epidemiology. 2000;11(5):550-560. doi:10.1097/00001648-200009000-00011PubMedGoogle ScholarCrossref
33.
Hernán  MA, Brumback  B, Robins  JM.  Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men.  Epidemiology. 2000;11(5):561-570. doi:10.1097/00001648-200009000-00012PubMedGoogle ScholarCrossref
34.
Rubin  DB.  Multiple Imputation for Nonresponse in Surveys. Hoboken, NJ: Wiley; 1987. doi:10.1002/9780470316696
35.
Sterne  JA, White  IR, Carlin  JB,  et al.  Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls.  BMJ. 2009;338:b2393. doi:10.1136/bmj.b2393PubMedGoogle ScholarCrossref
36.
Moodie  EE, Delaney  JA, Lefebvre  G, Platt  RW.  Missing confounding data in marginal structural models: a comparison of inverse probability weighting and multiple imputation.  Int J Biostat. 2008;4(1):13. doi:10.2202/1557-4679.1106PubMedGoogle ScholarCrossref
37.
Lash  TL, Fox  MP, Fink  AK.  Applying Quantitative Bias Analysis to Epidemiologic Data. New York, NY: Springer; 2009. doi:10.1007/978-0-387-87959-8
38.
Orsini  N, Bellocco  R, Bottai  M, Wolk  A, Greenland  S.  A tool for deterministic and probabilistic sensitivity analysis of epidemiologic studies.  Stata J. 2008;8:29-48. doi:10.1177/1536867X0800800103Google ScholarCrossref
39.
Laegreid  L, Olegård  R, Walström  J, Conradi  N.  Teratogenic effects of benzodiazepine use during pregnancy.  J Pediatr. 1989;114(1):126-131. doi:10.1016/S0022-3476(89)80619-5PubMedGoogle ScholarCrossref
40.
Magnusson  K. Interpreting Cohen’s d effect size: an interactive visualization. http://rpsychologist.com/d3/cohend/. Updated February 3, 2014. Accessed May 20, 2017.
41.
Brown  AS, Gyllenberg  D, Malm  H,  et al.  Association of selective serotonin reuptake inhibitor exposure during pregnancy with speech, scholastic, and motor disorders in offspring.  JAMA Psychiatry. 2016;73(11):1163-1170. doi:10.1001/jamapsychiatry.2016.2594PubMedGoogle ScholarCrossref
42.
Squires  J, Bricker  D, Potter  L.  Revision of a parent-completed development screening tool: Ages and Stages Questionnaires.  J Pediatr Psychol. 1997;22(3):313-328. doi:10.1093/jpepsy/22.3.313PubMedGoogle ScholarCrossref
43.
Zijlmans  MA, Riksen-Walraven  JM, de Weerth  C.  Associations between maternal prenatal cortisol concentrations and child outcomes: a systematic review.  Neurosci Biobehav Rev. 2015;53:1-24. doi:10.1016/j.neubiorev.2015.02.015PubMedGoogle ScholarCrossref
44.
Cao  X, Laplante  DP, Brunet  A, Ciampi  A, King  S.  Prenatal maternal stress affects motor function in 5½-year-old children: Project Ice Storm.  Dev Psychobiol. 2014;56:117-125. doi:10.1002/dev.21085PubMedGoogle ScholarCrossref
45.
van Batenburg-Eddes  T, de Groot  L, Huizink  AC,  et al.  Maternal symptoms of anxiety during pregnancy affect infant neuromotor development: the Generation R Study.  Dev Neuropsychol. 2009;34(4):476-493. doi:10.1080/87565640902964508PubMedGoogle ScholarCrossref
46.
McElhatton  PR.  The effects of benzodiazepine use during pregnancy and lactation.  Reprod Toxicol. 1994;8(6):461-475. doi:10.1016/0890-6238(94)90029-9PubMedGoogle ScholarCrossref
47.
Aaltonen  L, Erkkola  R, Kanto  J.  Benzodiazepine receptors in the human fetus.  Biol Neonate. 1983;44(1):54-57. doi:10.1159/000241695PubMedGoogle ScholarCrossref
48.
Huybrechts  KF, Bateman  BT, Desai  RJ,  et al.  Risk of neonatal drug withdrawal after intrauterine co-exposure to opioids and psychotropic medications: cohort study.  BMJ. 2017;358:j3326. doi:10.1136/bmj.j3326PubMedGoogle ScholarCrossref
49.
Grove  K, Lewis  AJ, Galbally  M.  Prenatal antidepressant exposure and child motor development: a meta-analysis.  Pediatrics. 2018;142(1):142. doi:10.1542/peds.2018-0356PubMedGoogle ScholarCrossref
50.
Man  KKC, Chan  EW, Ip  P,  et al.  Prenatal antidepressant exposure and the risk of attention-deficit hyperactivity disorder in children: a systematic review and meta-analysis.  Neurosci Biobehav Rev. 2018;86:1-11. doi:10.1016/j.neubiorev.2017.12.007PubMedGoogle ScholarCrossref
51.
Nilsen  RM, Vollset  SE, Gjessing  HK,  et al.  Self-selection and bias in a large prospective pregnancy cohort in Norway.  Paediatr Perinat Epidemiol. 2009;23(6):597-608. doi:10.1111/j.1365-3016.2009.01062.xPubMedGoogle ScholarCrossref
1 Comment for this article
Effects of maternal medications
Frederick Rivara, MD, MPH | University of Washington
This is a reassuring study on the effects of maternal use of benzodiazepines/z-hypnotics during pregnancy and the outcomes of their offspring. While various studies show mixed data on the effects of SSRIs during pregnancy, this shows no harm to child fine motor and ADHD through use if benzo/z-hypnotics.
CONFLICT OF INTEREST: Editor in Chief, JAMA Network Open
Original Investigation
Pediatrics
April 5, 2019

Association of Maternal Use of Benzodiazepines and Z-Hypnotics During Pregnancy With Motor and Communication Skills and Attention-Deficit/Hyperactivity Disorder Symptoms in Preschoolers

Author Affiliations
  • 1PharmacoEpidemiology and Drug Safety Research Group, Department of Pharmacy, University of Oslo, Oslo, Norway
  • 2PharmaTox Strategic Research Initiative, Faculty of Mathematics and Natural Sciences, University of Oslo, Oslo, Norway
  • 3Department of Family Medicine and Public Health, University of California, San Diego, La Jolla
  • 4Department of Pediatrics, University of California, San Diego, La Jolla
  • 5Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway
  • 6Department of Child Health and Development, Norwegian Institute of Public Health, Oslo, Norway
JAMA Netw Open. 2019;2(4):e191435. doi:10.1001/jamanetworkopen.2019.1435
Key Points

Question  Is the association of prenatal benzodiazepine/z-hypnotic exposure with child developmental risks different according to timing of exposure, duration, or coexposure to opioids or antidepressants?

Findings  Among 41 146 pregnancy-child dyads in this cohort study, a moderate association between benzodiazepine/z-hypnotic exposure in late pregnancy and greater gross motor and communication deficits in children born to women with depressive/anxiety disorders were observed, but not to the extent that the impairment was of clinical relevance. There was no evidence for duration or coexposure associations on all outcomes.

Meaning  These findings show no clinically relevant detrimental risk of prenatal benzodiazepine/z-hypnotic exposure on motor, communication, and attention-deficit/hyperactivity disorder outcomes in preschoolers.

Abstract

Importance  The reproductive safety of benzodiazepine/z-hypnotic exposure on child longer-term developmental risks remains unresolved.

Objective  To quantify the association of motor, communication, and attention-deficit/hyperactivity disorder (ADHD) symptoms in preschoolers with gestational benzodiazepine/z-hypnotic exposure by timing and duration and coexposure to opioids or antidepressants.

Design, Setting, and Participants  Nationwide, population-based Norwegian Mother and Child Cohort Study, recruiting pregnant women from 1999 to 2008, with child follow-up from ages 6, 18, and 36 months to ages 5, 7, and 8 years. Follow-up of teenagers is ongoing. The study included women with depressive/anxiety (n = 4195), sleeping (n = 5260), or pain-related (n = 26 631) disorders before and/or during pregnancy.

Exposures  For the timing analyses, children exposed to benzodiazepines/z-hypnotics in midpregnancy (weeks 17-28) or late pregnancy (week 29 or later) vs those born to nonmedicated women. For the duration and coexposure analyses, benzodiazepine/z-hypnotic treatment for multiple 4-week intervals vs 1 and co-use of benzodiazepine/z-hypnotic with opioids or antidepressants vs sole benzodiazepine/z-hypnotic use.

Main Outcomes and Measures  Parent-reported motor and communication skills (Ages and Stages Questionnaires) and ADHD symptoms (Conners’ Parent Rating Scale–Revised) at child median age of 5.1 years (interquartile range, 5.0-5.3 years) as standardized mean scores. General linear propensity score–adjusted and marginal structural models were fitted. Analyses were stratified by maternal disorder.

Results  Of 41 146 eligible pregnancy-child dyads, 36 086 children (18 330 boys and 17 756 girls) were included, of whom 283 (0.8%) were prenatally exposed to benzodiazepines/z-hypnotics (134 in the depressive/anxiety, 60 in the sleeping, and 89 in the pain-related disorders). There was no increased risk for greater ADHD symptoms or fine motor deficits after intrauterine benzodiazepine/z-hypnotic exposure at different time points. Children born to women with depressive/anxiety disorders who took benzodiazepines/z-hypnotics in late pregnancy had greater gross motor (weighted β, 0.67; 95% CI, 0.21-1.13) and communication (weighted β, 0.35; 95% CI, 0.04-0.65) deficits than unexposed children. There was no evidence for substantial duration or coexposure associations.

Conclusions and Relevance  These findings suggest no substantial detrimental risk on child fine motor and ADHD symptoms after prenatal benzodiazepine/z-hypnotic exposure alone or in combination with opioids or antidepressants. Residual confounding by indication and/or a higher drug dose regimen among women with anxiety/depression may explain the moderate association of gross motor and communication deficits with late-pregnancy benzodiazepine/z-hypnotic use.

Introduction

Up to 15% of pregnant women have an anxiety disorder, often comorbid with depression,1,2 and benzodiazepines are at times required given their anxiolytic and sedative effects.3 The z-hypnotics are benzodiazepine-like drugs that can be used for treatment of insomnia, a common symptom of generalized anxiety.4 During pregnancy, use of benzodiazepines and/or z-hypnotics is in the range of 1% to 4%,5-7 and both medications may interfere with fetal brain maturation because of their shared modulating activity on the γ-aminobutyric acid receptor.8,9 Nevertheless, their safety in relation to offspring longer-term outcomes has so far received limited attention.

Associations between prenatal benzodiazepine exposure and gross motor and fine motor impairment have been observed in toddlers, although the gross motor delay resolved as children grew older.10,11 Confounding by indication, along with small sample size and short follow-up, constitutes a major drawback of this prior research.10-12 Three more recent, methodologically sound studies13-15 found no greater risk for lower language competence or externalizing or aggressive behaviors in offspring at ages 3 and 6 years, although a small risk (β, 0.26; 95% CI, 0.00-0.52) of internalizing behaviors was noted after in utero benzodiazepine exposure.13

Both benzodiazepines and z-hypnotics are intermittently used during gestation,5 but it remains unresolved whether early or late exposure or rather duration of pharmacotherapy confers different longer-term risks in offspring. Because use of benzodiazepines and z-hypnotics often occurs with greater concurrent use of opioid analgesics or antidepressants in pregnancy,16 a better understanding of the association between this coexposure and child risk is also crucial.

Herein, we sought to quantify the association of time-varying benzodiazepine/z-hypnotic exposure during pregnancy with child gross motor and fine motor skills, communication, and attention-deficit/hyperactivity disorder (ADHD) traits by age 5 years. In additional subanalyses, we aimed to estimate the association of duration of benzodiazepine/z-hypnotic exposure and co-use of opioid analgesics or antidepressants with these outcomes. We hypothesized that there would be no detrimental risk of benzodiazepine/z-hypnotic exposure in pregnancy on child motor, communication, and ADHD outcomes.

Methods

Data from the nationwide, population-based Norwegian Mother and Child Cohort Study (MoBa) were linked to the Medical Birth Registry of Norway (MBRN) via the women’s personal identification numbers. The MoBa is a prospective population-based pregnancy cohort study conducted by the Norwegian Institute of Public Health.17,18 Participants were recruited from all over Norway from 1999 to 2008 through a postal invitation in connection with publicly offered routine ultrasonography at 17 to 18 weeks’ gestation. Data were gathered prospectively via 2 prenatal self-administered questionnaires at week 17 (questionnaire 1) and week 30 (questionnaire 3). Follow-up questionnaires on maternal and child health were sent to mothers when the child was age 6 months (questionnaire 4), 18 months (questionnaire 5), and 36 months (questionnaire 6) to age 5 years (questionnaire 7), 7 years, and 8 years and up to teenage years.19 Follow-up of children started in 1999 and is still ongoing in teenagers. Prospective fathers also completed 1 prenatal questionnaire. The present study is based on version 9 of the quality-assured data files, which include complete follow-up data at child age 5 years. The cohort now includes 114 500 children, 95 200 mothers, and 75 200 fathers.17 The participation rate for all invited pregnancies is 41%. Of those agreeing to participate, the response rate ranges from 95% (questionnaire 1) and 92% (questionnaire 3) to 77% (questionnaire 5).18 This study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) reporting guideline.

The MoBa obtained a license from the Norwegian Data Inspectorate and approval from the Regional Committee for Medical Research Ethics. All individuals provided written informed consent before participation. The MBRN is based on compulsory notification of all live births, stillbirths, and induced abortions.20 The Figure shows the exclusion criteria to achieve the final study population.

Maternal Disorders

We included pregnancies in women having an underlying indication for treatment with benzodiazepines/z-hypnotics (ie, depressive and/or anxiety disorders).3,21 Because z-hypnotics are used to treat sleeping problems and benzodiazepine may be coprescribed for pain management,22 these 2 indications were additionally considered. In questionnaires 1 and 3 of the MoBa,19 women were presented a list of previous and/or concurrent illnesses and could indicate whether they have had (1) depression or anxiety or other mental disorders (hereafter “depressive/anxiety disorders” because these were the most commonly reported) before and/or during pregnancy, (2) sleeping problems during early pregnancy, or (3) long-term or acute pain-related conditions before/during or only during pregnancy, respectively (Figure). In case of comorbidity, women were assigned a primary underlying disorder based on the above hierarchy. We conducted all analyses separately in each maternal disorder stratum. Maternal depressive and anxiety symptom severity was measured via the short versions of the Hopkins Symptom Checklist 25 (SCL-25) at weeks 17 (5 items [SCL-5]) and 30 (8 items [SCL-8]).23,24 More information is provided in the eAppendix in the Supplement.

Exposures

Questionnaires 1, 3, and 4 provided information about benzodiazepine and z-hypnotic exposure.19 Women reported the name of the medication taken along with the timing of use (6 months before pregnancy and during pregnancy by 4-week intervals). On the basis of the Anatomical Therapeutic Chemical (ATC) classification system,25 benzodiazepines included drugs within the ATC groups N05BA (diazepam, oxazepam, and alprazolam), N05CD (nitrazepam, midazolam hydrochloride, and flunitrazepam), and N03AE01 (clonazepam). The z-hypnotics included zopiclone and zolpidem (N05CF). Due to similar mechanisms of actions, benzodiazepines and z-hypnotics were studied as 1 group and separate classes.

To explore the temporal sequence between measurement of depressive/anxiety symptoms and drug use, we defined the primary exposure windows as early pregnancy (weeks 0-16), midpregnancy (weeks 17-28), and late pregnancy (week 29 to delivery) (eFigure 1 in the Supplement). Duration of benzodiazepine and z-hypnotic exposure was defined according to whether a single or multiple 4-week intervals were checked in the questionnaires. Women were classified as exposed if they reported use of benzodiazepine and/or z-hypnotic during these periods. We defined coexposure to an opioid (ATC N02A) or an antidepressant (ATC N06A) as reported co-use of each of these medication classes with benzodiazepine/z-hypnotic during gestation. In the coexposure analysis, the reference group consisted of pregnancies exposed to benzodiazepines/z-hypnotics but not to opioids or antidepressants during pregnancy. The timing analyses were conducted separately in each maternal disorder stratum; the duration and coexposure analyses were solely performed in women with depressive/anxiety disorders.

Outcomes

Child outcomes were parent reported via completion of widely used, validated diagnostic measures of child development and behavior, including the Ages and Stages Questionnaires (ASQ) and the Conners’ Parent Rating Scale–Revised (CPRS-R).26-28 The MoBa included selected ASQ items representing the gross motor, fine motor, and communication developmental domains (6 items per domain). Mothers were asked to rate whether each item reflected their child’s motor skills and ability to understand and communicate. Child ADHD traits of inattention and hyperactivity/impulsivity were measured by 12 CPRS-R items. Mothers were asked to rate whether each item reflected their child’s behavior in the last 6 months. The ASQ and CPRS-R items and related scoring are shown in eFigure 2 in the Supplement. For each domain within the scales, the mean scores were calculated and standardized. Higher z scores indicated greater endorsement of each domain (eg, greater fine motor deficit). In this study, the internal consistency was 0.6 to 0.7 for the ASQ domains and 0.9 for the CPRS-R.

Covariates

We identified a sufficient set of confounders with the aid of directed acyclic graphs and subject knowledge.29 These included the following: maternal folate intake, parity, and marital status as ascertained from the MBRN; body mass index, gross yearly income, smoking and alcohol use in pregnancy, and maternal and paternal education as reported in the MoBa questionnaires; self-reported comedication with opioid analgesics, acetaminophen, nonsteroidal anti-inflammatory drugs, other psychotropics (ie, antipsychotics, antiepileptics, and antidepressants), and sedating antihistamines; severity of maternal depressive and anxiety symptoms in pregnancy as measured by the SCL-5 or SCL-8 in the MoBa; lifetime history of major depression measured via 5 key depressive symptoms closely corresponding to the Diagnostic and Statistical Manual of Mental Disorders (Third Edition) criteria for lifetime major depression30; presence and painfulness of maternal adverse life events close to the pregnancy period as measured in questionnaire 3; and an obstetric comorbidity index based on MBRN records.31

Postnatal and other parental factors were taken into account under alternate model specifications in the timing analyses (eTable 1 in the Supplement). Further information on covariates is provided in the eAppendix in the Supplement.

Statistical Analysis
Timing Analyses

To estimate associations by timing of exposure, we fit marginal structural models with 2 time points to account for (1) time-varying benzodiazepine/z-hypnotic exposure, (2) time-varying confounders (ie, depressive and anxiety symptoms in pregnancy and comedication with opioids, antidepressants, sedatives, antihistamines, or acetaminophen), and (3) loss to follow-up.32,33 We estimated the probability of benzodiazepine/z-hypnotic treatment using a pooled logistic regression in which the outcome was current treatment with a benzodiazepine/z-hypnotic in midpregnancy or late pregnancy and covariates were maternal baseline factors, time-varying and time-fixed confounders, and benzodiazepine/z-hypnotic treatment in gestational weeks 0 to 16 (model 1 in eTable 1 in the Supplement). We also calculated the probability of remaining in the study given maternal baseline covariates and then derived stabilized inverse probability of treatment weighting (IPTW) and inverse probability of censoring weighting (IPCW) for each pregnancy at each time point. Generalized linear models with robust standard errors were fit applying the IPTW and the composite IPTW*IPCW. To further examine confounding by indication, we conducted separate analyses for each maternal disorder stratum. Analyses by medication class were also performed.

Duration and Coexposure Analyses

Because women in the depressive/anxiety disorder stratum were most often coexposed to an opioid or antidepressant and treated for longer periods, we determined duration and coexposure associations solely in this stratum by fitting crude and propensity score–adjusted generalized linear models with robust standard errors. Logistic regression models were first fit to estimate the probability of (1) exposure to benzodiazepine/z-hypnotic in 2 or more intervals during pregnancy relative to 1 interval and (2) co-use of benzodiazepine/z-hypnotic-antidepressant or benzodiazepine/z-hypnotic-opioid during pregnancy relative to benzodiazepine/z-hypnotic alone given a modified set of sufficient confounders (eAppendix in the Supplement).

The crude and adjusted β coefficients with 95% CIs represent the standardized mean difference in the developmental outcomes between children according to the various exposure definitions. Power analysis for the various exposure windows is summarized in eTable 2 and eTable 3 in the Supplement. The study had enough statistical power to detect clinically relevant effect sizes (Cohen d > 1.00) or smaller in most analytical scenarios.

Missing Data and Multiple Imputation

Up to 16.5% of the pregnancies had missing values in at least 1 of the sufficient confounders. Under the assumption that data were missing at random, we imputed incomplete data via multiple imputation (eAppendix in the Supplement).34-36

Sensitivity Analyses

We conducted a number of sensitivity analyses to assess the robustness of our findings as described in the eAppendix in the Supplement. To verify the validity of the outcome measures, we evaluated the strength of the following associations: (1) child diagnosis of language or motor delay/clumsy at age 5 years with communication or motor skills on the ASQ and (2) maternal and paternal ADHD traits with child’s ADHD traits on the CPRS-R. As a negative control, we used children born to women who took benzodiazepines/z-hypnotics in the 6-month period before pregnancy but not during pregnancy. We conducted probabilistic bias analyses to correct for exposure misclassification, unmeasured confounding, and random error by specifying trapezoidal distributions of the bias parameters (eAppendix in the Supplement).37,38 To address the role of chance, we reestimated the association measures of the main analyses with the corresponding 99% CIs. All statistical analyses were performed using a software program (Stata, version 15; StataCorp LP).

Results

Of 41 146 eligible pregnancy-child dyads, the study population comprised 36 086 children (18 330 boys and 17 756 girls) of 32 799 mothers (Figure). Relative to women who remained in the study, those lost to follow-up between childbirth and 5 years’ postpartum more often had unfavorable correlates (eg, lower education and income, more severe antenatal depressive symptoms, and smoking in pregnancy). Use of benzodiazepines/z-hypnotics in gestation was not associated with loss to follow-up.

Depressive/anxiety disorders and sleeping problems constituted the primary maternal disorder for 11.6% (n = 4195) and 14.6% (n = 5260) of the pregnancies, respectively, and included pain-related disorders for the remainder (73.8% [n = 26 631]) (Figure). Of the women with depressive/anxiety disorders, most reported depression before/during pregnancy either alone (n = 2437) or comorbid with anxiety and/or other mental illnesses (n = 1057). Anxiety or other mental illness alone was reported by 435 and 220 women, respectively. Baseline characteristics of the sample by benzodiazepine/z-hypnotic exposure are listed during pregnancy overall in Table 1 and by maternal primary disorder in eTable 4 in the Supplement. The distributions of missing data on confounders by exposure status in pregnancy are shown in eFigures 3, 4, and 5 in the Supplement. The median gestational weeks when the 2 prenatal questionnaires were completed were 16.9 (interquartile range [IQR], 15.4-18.7) and 30.1 (IQR, 29.0-31.4).

Gestational exposure to any benzodiazepine/z-hypnotic occurred in 283 pregnancies (0.8%) (134 in the depressive/anxiety, 60 in the sleeping, and 89 in the pain-related disorders). Benzodiazepines-anxiolytics (n = 147 [mainly diazepam and oxazepam]) and z-hypnotics (n = 133 [mainly zopiclone]) were the most common exposures. The highest proportion of pharmacotherapy, coexposure to benzodiazepine/z-hypnotic-opioid or benzodiazepine/z-hypnotic-antidepressant, and longer treatment duration was in women with depressive/anxiety disorders (eTable 2 and eTable 3 in the Supplement).

Associations by Timing of Exposure

Child developmental outcomes were assessed by a median age of 5.1 years (IQR, 5.0-5.3 years). Benzodiazepine/z-hypnotic exposure at different time points in pregnancy did not pose any increased risk for greater fine motor deficits or ADHD traits in offspring (Table 2). Children of mothers with depressive/anxiety disorders exposed to benzodiazepines/z-hypnotics in late pregnancy had greater gross motor deficits (weighted β, 0.67; 95% CI, 0.21-1.13) than unexposed children in the time window. This association was only present among boys (weighted β, 0.91; 95% CI, 0.47-1.35) (eAppendix in the Supplement) and was observed for benzodiazepine and z-hypnotic monotherapy exposure. A small size association was also present between benzodiazepine/z-hypnotic use in late pregnancy and greater communication deficits (weighted β, 0.35; 95% CI, 0.04-0.65), mainly driven by z-hypnotic exposure (Table 2 and Table 3). These associations were not evident in the sleeping and pain-related disorder strata; in contrast, an inverse association was observed in these strata between benzodiazepine/z-hypnotic exposure and child motor skills (Table 2). The characteristics of the estimated weights are listed in eTable 5 in the Supplement. Adjusting for loss to follow-up did not materially change the main results (eTable 6 in the Supplement).

Associations by Duration of Exposure and Coexposure to Opioids or Antidepressants

Children of mothers with depressive/anxiety disorders who took benzodiazepines/z-hypnotics in multiple 4-week intervals did not show a substantial increased risk for adverse developmental outcomes relative to a sole interval exposed (Table 4). Likewise, coexposure to a benzodiazepine/z-hypnotic-opioid or benzodiazepine/z-hypnotic-antidepressant did not pose any additional risk for the various developmental outcomes than benzodiazepine/z-hypnotic alone.

Associations in Sensitivity Analyses

Our outcome measures were consistently and strongly associated with known predictors or parent report of child medical diagnoses. The negative control was not associated with the various child outcomes except for greater ADHD traits in offspring (eTable 7 and eTable 8 in the Supplement). Results of the sensitivity and probabilistic bias analyses as described in the eAppendix in the Supplement showed that our association measures were generally robust.

Discussion

This study provides novel evidence on the association between benzodiazepine/z-hypnotic exposure during pregnancy and motor and communication skills and ADHD symptoms in preschoolers. After accounting for time-varying depressive and anxiety symptoms in pregnancy and maternal underlying disorder, we found no substantial increased risk for fine motor deficits or greater ADHD in offspring exposed to benzodiazepine/z-hypnotic medications at different time points in gestation. Although the role of chance, unmeasured factors, and residual confounding by maternal disease severity cannot be ruled out, children of mothers with depressive/anxiety disorders taking a benzodiazepine or z-hypnotic in late gestation had a greater risk for gross motor and communication deficits by age 5 years compared with those unexposed, but not to the extent that the impairment was of clinical relevance.

The association of child ADHD and inherent traits with maternal use of benzodiazepines/z-hypnotics is an underresearched topic.12 In 1989, Laegreid et al39 described hyperactivity and attention-deficit symptoms in children regularly exposed to benzodiazepine in utero. However, such risk could not be substantiated by recent research, including the present study.13,14 Our null association between prenatal benzodiazepine/z-hypnotic use and greater ADHD traits in offspring was consistently observed across the various maternal disorder strata. On the individual drug class level, the negligible association that emerged specifically for benzodiazepine exposure was likely a chance finding or an overestimation of the true drug association due to a failure to correct for exposure misclassification and unmeasured confounding by maternal personality traits and/or familial genetic risk.

Our observed risk for greater gross motor deficits after late pregnancy benzodiazepine/z-hypnotic exposure was evident solely among children of mothers with depressive/anxiety disorders for both drug classes and specific to boys. In absolute terms, we would expect 4 to 6 children to have greater gross motor deficits for every 100 women treated with benzodiazepines or z-hypnotics in late gestation (assuming a 1% prevalence of the outcome among the unexposed).40,41 However, the motor proficiency difference herein was below clinically relevant cutoff points42 even after accounting for important parental contributors. Although correction for exposure misclassification and unmeasured confounding by maternal personality traits could slightly inflate the difference in motor proficiency between children exposed and unexposed to benzodiazepines/z-hypnotics, this difference would still be below the threshold for a gross motor impairment.42 Several factors can explain the lack of finding replication in similarly exposed children born to women with sleeping or pain-related disorders, including residual confounding by maternal psychiatric disease, greater cortisol level and stress in women with depressive/anxiety disorders at the end of gestation, and a higher drug dose regimen in these women.43-45 Although prior studies on the topic are scarce,10,11 interplay between higher drug dose and sex-specific developmental pathways cannot be ruled out.46

Disentangling timing from duration or cumulative dose effects is challenging. Unlike prior research,10,15 our results do not support the notion that prolonged benzodiazepine/z-hypnotic treatment poses considerable detrimental risks on child motor or communication development relative to shorter-term use.10 Our borderline association with fine motor deficits was negligible, with an upper bound below clinically relevant cutoff points for impairment. Although chance findings are possible, our timing and duration results, together with biological research,47 can provide some hints about possible mechanisms of developmental alteration by in utero exposure to benzodiazepines/z-hypnotics, as well as its potential interplay with negative perinatal outcomes, such as newborn floppiness, on child motor skills at later age.46,48

Albeit with some amount of uncertainty, we observed no strong associations for benzodiazepine/z-hypnotic coexposure to opioid or antidepressant relative to sole benzodiazepine/z-hypnotic use in gestation. Recent research has shown that the risk posed by prenatal antidepressant use on child motor development and ADHD is small in magnitude49,50 and most likely attributable to confounding by indication and other unmeasured factors. Our inverse association between benzodiazepine/z-hypnotic–opioid coexposure and child gross motor deficits was an unexpected finding, possibly due to chance and small sample size.

Limitations

Several limitations of the study need mentioning. Maternal disorders were self-reported, and anxiety was listed only in the prenatal questionnaire at week 17. Depressive and anxiety symptoms were not measured at baseline and were recorded only at 2 time points in pregnancy; however, information about lifetime history of major depression was used in the generation of the stabilized weights. Nondifferential exposure misclassification may be an additional concern that could have led to an underestimation of the true drug associations. Information on dose is not available in the MoBa, which challenges our ability to tease apart timing from duration/cumulative dose effects. Our outcome measures were parent reported; however, their internal consistency was generally satisfactory, and they were strongly associated with known predictors and medical diagnosis of child impairment. Although the risk of outcome misclassification cannot be ruled out, this was probably nondifferential, and the depression distortion bias had a negligible influence on our association estimates. The MoBa has a low response rate (41%), with possible self-selection of the healthiest women.51 Although the association measures have been shown to be valid in the MoBa in relation to immediate birth outcomes,51 the influence of selection bias on longer-term child outcomes, and thus on our results, cannot be excluded. Our small sample size precluded the duration and coexposure analyses in the sleeping and pain-related disorder strata and limited our detectable effect sizes. Findings of this study may not be generalizable to populations of pregnant women outside Norway.

Conclusions

We found no substantial increased risk for greater fine motor deficits or ADHD traits in offspring exposed to benzodiazepine/z-hypnotic medications at different time points in gestation or for longer duration. Children born to women with depressive/anxiety disorders who took benzodiazepines and/or z-hypnotics late in pregnancy had greater gross motor and communication deficits compared with the unexposed but not to the extent that the impairment was of clinical relevance. These associations may be attributable to residual confounding by maternal psychiatric disease and/or to a higher-dose drug association in these women, which calls for future dose-effect studies. Prenatal coexposure to a benzodiazepine/z-hypnoyic-opioid or benzodiazepine/z-hypnoyic-antidepressant did not pose any additional detrimental risk on child developmental outcomes at preschool age relative to sole benzodiazepine/z-hypnotic use.

Back to top
Article Information

Accepted for Publication: February 2, 2019.

Published: April 5, 2019. doi:10.1001/jamanetworkopen.2019.1435

Correction: This article was corrected on May 3, 2019, to fix a typographical error in an author’s first name.

Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2019 Lupattelli A et al. JAMA Network Open.

Corresponding Author: Angela Lupattelli, PhD, PharmacoEpidemiology and Drug Safety Research Group, Department of Pharmacy, University of Oslo, PO Box 1068 Blindern, 0316 Oslo, Norway (angela.lupattelli@farmasi.uio.no).

Author Contributions: Dr Lupattelli had full access to all of the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

Concept and design: Lupattelli, Chambers, Handal, Skurtveit, Nordeng.

Acquisition, analysis, or interpretation of data: All authors.

Drafting of the manuscript: Lupattelli, Chambers.

Critical revision of the manuscript for important intellectual content: All authors.

Statistical analysis: Lupattelli.

Obtained funding: Nordeng.

Administrative, technical, or material support: Lupattelli, Bandoli, Nordeng.

Supervision: Chambers, Nordeng.

Conflict of Interest Disclosures: Dr Lupattelli reported being head of the steering committee of the Norwegian Society for Pharmacoepidemiology and reported being part of the Pharmacoepidemiology and Drug Safety Research Group. Dr Chambers reported receiving support from AbbVie, Amgen Inc, Celgene, GlaxoSmithKline, Janssen Pharmaceuticals, Pfizer Inc, Hoffman-La Roche-Genentech, Sanofi, Seqirus, Genzyme Sanofi-Aventis, Takeda Pharmaceutical Company Limited, UCB Inc, Regeneron Pharmaceuticals, AstraZeneca, Gerber Foundation, and Bill & Melinda Gates Foundation and reported being section editor for Birth Defects Research.  Dr Nordeng reported receiving grants from the European Research Council; reported being a board member of the Norwegian Pharmaceutical Society, member of the scientific board of the European Network of Teratology Information Services, chair of the pregnancy special interest group of the International Society for Pharmacoepidemiology, and member of the executive committee of the European Drug Utilization Group; and reported serving as independent expert member of the pharmacovigilance risk assessment committee of the European Medicines Agency. No other disclosures were reported.

Funding/Support: The Norwegian Mother and Child Cohort Study is supported by the Ministry of Health and Care Services (Norway), Ministry of Education and Research (Norway), the US National Institutes of Health (NIH)/National Institute of Environmental Health Sciences (contract N01-ES-75558), and NIH/National Institute of Neurological Disorders and Stroke (grants 1-U01-NS-047537-01 and 2-U01-NS-047537-06A1). This project and Dr Lupattelli’s postdoctoral research fellowship are funded through Dr Nordeng’s European Research Council’s Starting Grant “Drugs in Pregnancy” (grant 639377).

Role of the Funder/Sponsor: The funding sources had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.

Additional Contributions: We are grateful to all the families in Norway who take part in this ongoing cohort study.

References
1.
Dennis  CL, Falah-Hassani  K, Shiri  R.  Prevalence of antenatal and postnatal anxiety: systematic review and meta-analysis.  Br J Psychiatry. 2017;210(5):315-323. doi:10.1192/bjp.bp.116.187179PubMedGoogle ScholarCrossref
2.
Falah-Hassani  K, Shiri  R, Dennis  CL.  The prevalence of antenatal and postnatal co-morbid anxiety and depression: a meta-analysis.  Psychol Med. 2017;47(12):2041-2053. doi:10.1017/S0033291717000617PubMedGoogle ScholarCrossref
3.
Hendrick  V.  Psychiatric Disorders in Pregnancy and the Postpartum: Principles and Treatment. Totowa, NJ: Humana Press; 2006. doi:10.1007/978-1-59745-013-3
4.
Davidson  JR, Zhang  W, Connor  KM,  et al.  A psychopharmacological treatment algorithm for generalised anxiety disorder (GAD).  J Psychopharmacol. 2010;24(1):3-26. doi:10.1177/0269881108096505PubMedGoogle ScholarCrossref
5.
Riska  BS, Skurtveit  S, Furu  K, Engeland  A, Handal  M.  Dispensing of benzodiazepines and benzodiazepine-related drugs to pregnant women: a population-based cohort study.  Eur J Clin Pharmacol. 2014;70(11):1367-1374. doi:10.1007/s00228-014-1744-4PubMedGoogle ScholarCrossref
6.
Lacroix  I, Hurault  C, Sarramon  MF,  et al.  Prescription of drugs during pregnancy: a study using EFEMERIS, the new French database.  Eur J Clin Pharmacol. 2009;65(8):839-846. doi:10.1007/s00228-009-0647-2PubMedGoogle ScholarCrossref
7.
Hanley  GE, Mintzes  B.  Patterns of psychotropic medicine use in pregnancy in the United States from 2006 to 2011 among women with private insurance.  BMC Pregnancy Childbirth. 2014;14:242. doi:10.1186/1471-2393-14-242PubMedGoogle ScholarCrossref
8.
Haas  M, Qu  Z, Kim  TH,  et al.  Perturbations in cortical development and neuronal network excitability arising from prenatal exposure to benzodiazepines in mice.  Eur J Neurosci. 2013;37(10):1584-1593. doi:10.1111/ejn.12167PubMedGoogle ScholarCrossref
9.
Lauder  JM, Liu  J, Devaud  L, Morrow  AL.  GABA as a trophic factor for developing monoamine neurons.  Perspect Dev Neurobiol. 1998;5(2-3):247-259.PubMedGoogle Scholar
10.
Laegreid  L, Hagberg  G, Lundberg  A.  Neurodevelopment in late infancy after prenatal exposure to benzodiazepines: a prospective study.  Neuropediatrics. 1992;23(2):60-67. doi:10.1055/s-2008-1071314PubMedGoogle ScholarCrossref
11.
Mortensen  JT, Olsen  J, Larsen  H, Bendsen  J, Obel  C, Sørensen  HT.  Psychomotor development in children exposed in utero to benzodiazepines, antidepressants, neuroleptics, and anti-epileptics.  Eur J Epidemiol. 2003;18(8):769-771. doi:10.1023/A:1025306304635PubMedGoogle ScholarCrossref
12.
El Marroun  H, White  T, Verhulst  FC, Tiemeier  H.  Maternal use of antidepressant or anxiolytic medication during pregnancy and childhood neurodevelopmental outcomes: a systematic review.  Eur Child Adolesc Psychiatry. 2014;23(10):973-992. doi:10.1007/s00787-014-0558-3PubMedGoogle ScholarCrossref
13.
Brandlistuen  RE, Ystrom  E, Hernandez-Diaz  S,  et al.  Association of prenatal exposure to benzodiazepines and child internalizing problems: a sibling-controlled cohort study.  PLoS One. 2017;12(7):e0181042. doi:10.1371/journal.pone.0181042PubMedGoogle ScholarCrossref
14.
Radojčić  MR, El Marroun  H, Miljković  B,  et al.  Prenatal exposure to anxiolytic and hypnotic medication in relation to behavioral problems in childhood: a population-based cohort study.  Neurotoxicol Teratol. 2017;61:58-65. doi:10.1016/j.ntt.2017.02.005PubMedGoogle ScholarCrossref
15.
Odsbu  I, Skurtveit  S, Selmer  R, Roth  C, Hernandez-Diaz  S, Handal  M.  Prenatal exposure to anxiolytics and hypnotics and language competence at 3 years of age.  Eur J Clin Pharmacol. 2015;71(3):283-291. doi:10.1007/s00228-014-1797-4PubMedGoogle ScholarCrossref
16.
Handal  M, Engeland  A, Rønning  M, Skurtveit  S, Furu  K.  Use of prescribed opioid analgesics and co-medication with benzodiazepines in women before, during, and after pregnancy: a population-based cohort study.  Eur J Clin Pharmacol. 2011;67(9):953-960. doi:10.1007/s00228-011-1030-7PubMedGoogle ScholarCrossref
17.
Magnus  P, Birke  C, Vejrup  K,  et al.  Cohort profile update: the Norwegian Mother and Child Cohort Study (MoBa).  Int J Epidemiol. 2016;45(2):382-388. doi:10.1093/ije/dyw029PubMedGoogle ScholarCrossref
18.
Magnus  P, Irgens  LM, Haug  K, Nystad  W, Skjaerven  R, Stoltenberg  C; MoBa Study Group.  Cohort profile: the Norwegian Mother and Child Cohort Study (MoBa).  Int J Epidemiol. 2006;35(5):1146-1150. doi:10.1093/ije/dyl170PubMedGoogle ScholarCrossref
19.
Norwegian Institute of Public Health. Questionnaires from MoBa. https://www.fhi.no/en/studies/moba/for-forskere-artikler/questionnaires-from-moba/. Accessed February 25, 2019.
20.
Norwegian Institute of Public Health. Medical Birth Registry of Norway. http://statistikkbank.fhi.no/mfr/. Published 2018. Accessed January 14, 2019.
21.
Hernán  MA, Alonso  A, Logan  R,  et al.  Observational studies analyzed like randomized experiments: an application to postmenopausal hormone therapy and coronary heart disease.  Epidemiology. 2008;19(6):766-779. doi:10.1097/EDE.0b013e3181875e61PubMedGoogle ScholarCrossref
22.
Larochelle  MR, Zhang  F, Ross-Degnan  D, Wharam  JF.  Trends in opioid prescribing and co-prescribing of sedative hypnotics for acute and chronic musculoskeletal pain: 2001-2010.  Pharmacoepidemiol Drug Saf. 2015;24(8):885-892. doi:10.1002/pds.3776PubMedGoogle ScholarCrossref
23.
Strand  BH, Dalgard  OS, Tambs  K, Rognerud  M.  Measuring the mental health status of the Norwegian population: a comparison of the instruments SCL-25, SCL-10, SCL-5 and MHI-5 (SF-36).  Nord J Psychiatry. 2003;57(2):113-118. doi:10.1080/08039480310000932PubMedGoogle ScholarCrossref
24.
Fink  P, Ørbøl  E, Hansen  MS, Søndergaard  L, De Jonge  P.  Detecting mental disorders in general hospitals by the SCL-8 scale.  J Psychosom Res. 2004;56(3):371-375. doi:10.1016/S0022-3999(03)00071-0PubMedGoogle ScholarCrossref
25.
WHO Collaborating Centre for Drug Statistics Methodology. ATC/DDD Index 2019. http://www.whocc.no/atc_ddd_index/. Accessed February 22, 2019.
26.
Squires  J, Bricker  D, Twombly  E, et al. Ages & Stages Questionnaires, Third Edition (ASQ-3): A Parent-Completed Child Monitoring System. Baltimore, MD: Brookes Publishing; 2009.
27.
Richter  J, Janson  H.  A validation study of the Norwegian version of the Ages and Stages Questionnaires.  Acta Paediatr. 2007;96(5):748-752. doi:10.1111/j.1651-2227.2007.00246.xPubMedGoogle ScholarCrossref
28.
Conners  CK, Sitarenios  G, Parker  JD, Epstein  JN.  The revised Conners’ Parent Rating Scale (CPRS-R): factor structure, reliability, and criterion validity.  J Abnorm Child Psychol. 1998;26(4):257-268. doi:10.1023/A:1022602400621PubMedGoogle ScholarCrossref
29.
Textor  J, Hardt  J, Knüppel  S.  DAGitty: a graphical tool for analyzing causal diagrams.  Epidemiology. 2011;22(5):745. doi:10.1097/EDE.0b013e318225c2bePubMedGoogle ScholarCrossref
30.
Kendler  KS, Neale  MC, Kessler  RC, Heath  AC, Eaves  LJ.  The lifetime history of major depression in women: reliability of diagnosis and heritability.  Arch Gen Psychiatry. 1993;50(11):863-870. doi:10.1001/archpsyc.1993.01820230054003PubMedGoogle ScholarCrossref
31.
Bateman  BT, Mhyre  JM, Hernandez-Diaz  S,  et al.  Development of a comorbidity index for use in obstetric patients.  Obstet Gynecol. 2013;122(5):957-965. doi:10.1097/AOG.0b013e3182a603bbPubMedGoogle ScholarCrossref
32.
Robins  JM, Hernán  MA, Brumback  B.  Marginal structural models and causal inference in epidemiology.  Epidemiology. 2000;11(5):550-560. doi:10.1097/00001648-200009000-00011PubMedGoogle ScholarCrossref
33.
Hernán  MA, Brumback  B, Robins  JM.  Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men.  Epidemiology. 2000;11(5):561-570. doi:10.1097/00001648-200009000-00012PubMedGoogle ScholarCrossref
34.
Rubin  DB.  Multiple Imputation for Nonresponse in Surveys. Hoboken, NJ: Wiley; 1987. doi:10.1002/9780470316696
35.
Sterne  JA, White  IR, Carlin  JB,  et al.  Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls.  BMJ. 2009;338:b2393. doi:10.1136/bmj.b2393PubMedGoogle ScholarCrossref
36.
Moodie  EE, Delaney  JA, Lefebvre  G, Platt  RW.  Missing confounding data in marginal structural models: a comparison of inverse probability weighting and multiple imputation.  Int J Biostat. 2008;4(1):13. doi:10.2202/1557-4679.1106PubMedGoogle ScholarCrossref
37.
Lash  TL, Fox  MP, Fink  AK.  Applying Quantitative Bias Analysis to Epidemiologic Data. New York, NY: Springer; 2009. doi:10.1007/978-0-387-87959-8
38.
Orsini  N, Bellocco  R, Bottai  M, Wolk  A, Greenland  S.  A tool for deterministic and probabilistic sensitivity analysis of epidemiologic studies.  Stata J. 2008;8:29-48. doi:10.1177/1536867X0800800103Google ScholarCrossref
39.
Laegreid  L, Olegård  R, Walström  J, Conradi  N.  Teratogenic effects of benzodiazepine use during pregnancy.  J Pediatr. 1989;114(1):126-131. doi:10.1016/S0022-3476(89)80619-5PubMedGoogle ScholarCrossref
40.
Magnusson  K. Interpreting Cohen’s d effect size: an interactive visualization. http://rpsychologist.com/d3/cohend/. Updated February 3, 2014. Accessed May 20, 2017.
41.
Brown  AS, Gyllenberg  D, Malm  H,  et al.  Association of selective serotonin reuptake inhibitor exposure during pregnancy with speech, scholastic, and motor disorders in offspring.  JAMA Psychiatry. 2016;73(11):1163-1170. doi:10.1001/jamapsychiatry.2016.2594PubMedGoogle ScholarCrossref
42.
Squires  J, Bricker  D, Potter  L.  Revision of a parent-completed development screening tool: Ages and Stages Questionnaires.  J Pediatr Psychol. 1997;22(3):313-328. doi:10.1093/jpepsy/22.3.313PubMedGoogle ScholarCrossref
43.
Zijlmans  MA, Riksen-Walraven  JM, de Weerth  C.  Associations between maternal prenatal cortisol concentrations and child outcomes: a systematic review.  Neurosci Biobehav Rev. 2015;53:1-24. doi:10.1016/j.neubiorev.2015.02.015PubMedGoogle ScholarCrossref
44.
Cao  X, Laplante  DP, Brunet  A, Ciampi  A, King  S.  Prenatal maternal stress affects motor function in 5½-year-old children: Project Ice Storm.  Dev Psychobiol. 2014;56:117-125. doi:10.1002/dev.21085PubMedGoogle ScholarCrossref
45.
van Batenburg-Eddes  T, de Groot  L, Huizink  AC,  et al.  Maternal symptoms of anxiety during pregnancy affect infant neuromotor development: the Generation R Study.  Dev Neuropsychol. 2009;34(4):476-493. doi:10.1080/87565640902964508PubMedGoogle ScholarCrossref
46.
McElhatton  PR.  The effects of benzodiazepine use during pregnancy and lactation.  Reprod Toxicol. 1994;8(6):461-475. doi:10.1016/0890-6238(94)90029-9PubMedGoogle ScholarCrossref
47.
Aaltonen  L, Erkkola  R, Kanto  J.  Benzodiazepine receptors in the human fetus.  Biol Neonate. 1983;44(1):54-57. doi:10.1159/000241695PubMedGoogle ScholarCrossref
48.
Huybrechts  KF, Bateman  BT, Desai  RJ,  et al.  Risk of neonatal drug withdrawal after intrauterine co-exposure to opioids and psychotropic medications: cohort study.  BMJ. 2017;358:j3326. doi:10.1136/bmj.j3326PubMedGoogle ScholarCrossref
49.
Grove  K, Lewis  AJ, Galbally  M.  Prenatal antidepressant exposure and child motor development: a meta-analysis.  Pediatrics. 2018;142(1):142. doi:10.1542/peds.2018-0356PubMedGoogle ScholarCrossref
50.
Man  KKC, Chan  EW, Ip  P,  et al.  Prenatal antidepressant exposure and the risk of attention-deficit hyperactivity disorder in children: a systematic review and meta-analysis.  Neurosci Biobehav Rev. 2018;86:1-11. doi:10.1016/j.neubiorev.2017.12.007PubMedGoogle ScholarCrossref
51.
Nilsen  RM, Vollset  SE, Gjessing  HK,  et al.  Self-selection and bias in a large prospective pregnancy cohort in Norway.  Paediatr Perinat Epidemiol. 2009;23(6):597-608. doi:10.1111/j.1365-3016.2009.01062.xPubMedGoogle ScholarCrossref
×