Skip to main content

Prevalence and profile of adverse drug reactions in high-risk pregnancy: a cohort study



Commonly used drugs in pregnant women include antihypertensives, hypoglycemic agents, analgesics, antimicrobials, antiemetics and antispasmodics but the use of medicines during pregnancy, especially in high-risk pregnancy, may be associated with high risk of adverse drug reactions (ADR). The objective of this study was to determine the risk of an adverse drug reaction in hospitalized high-risk pregnant women and the factors associated with their occurrence.


The study received IRB approval and all patients gave written informed consent. Observational cohort study conducted from September 2015 to November 2016 in 1070 pregnant women consecutively admitted to the high risk sector of the University Maternity Januário Cicco in Brazil. ADR were detected through daily active search. Risk factors for the occurrence of ADR were determined using multivariate logistic regression.


The mean age of the study population was 26.2 ± 7.2 years and gestational age was 31.2 ± 7.2 weeks. The average number of previous pregnancies was 2.4 ± 1.8 and 46.4% reported cases of previous abortion/miscarriage. ADR were observed in 10.7% of women. The main medicines involved, with the incidence rate of ADR per 100 prescriptions of the drug (IR), were parenteral scopolamine (IR 14.9%), methyldopa (IR 15.9%), insulin (IR 8.46%), oral scopolamine (IR 3.58%), captopril (IR 2.38%) and ceftriaxone (IR 18.4%). Multivariate analysis showed that only gestational age in weeks (odds-ratio 0.97, 95% confidence interval 0.95–0.98) was related to the occurrence of adverse reactions.


Lower gestational age is a risk factor for high-risk pregnant women, increasing the likelihood of adverse reactions, with parenteral medications being those that have the highest potential risk of harm.

Peer Review reports


High-risk pregnancy is characterized by a high incidence of complications to the mother and/or the fetus during labor or in the postpartum which require specialized care [1]. The frequency of high-risk pregnancy ranges from 25.6 to 63.5% [2,3,4,5,6,7,8] with about 216 maternal deaths per 100,000 births [9]. The leading causes of death include cardiovascular disease, preeclampsia or eclampsia, haemorrhage, venous thromboembolism, and amniotic embolism [10]. Non-singleton pregnancies, diabetes mellitus, arterial hypertension and pre-eclampsia [2, 7, 9] are risk factors for complicated pregnancies, especially in the third trimester, and harm to newborns [3]. The third trimester of pregnancy is associated with worsening of pre-existing chronic comorbidities, obstetric complications, and drug administration [11]. Antihypertensive and hypoglycemic agents, analgesics, antimicrobials, antiemetics, antispasmodics, vitamins and minerals are commonly used in pregnancy [12,13,14], but their use in high-risk pregnant women may be associated with an increased likelihood of adverse drug reactions (ADR). The pharmacokinetics of many drugs are altered during pregnancy due to changes in its parameters, including impaired absorption, increased volume of distribution, increased metabolic rate and changes in renal excretion, and these changes may be more marked in conditions associated with high-risk pregancy. In addition, many drugs have not been evaluated in pregnant women through clinical trials and, therefore, the risk of their use during pregnancy not known [11, 15].

A few studies have estimated the incidence of ADR during pregnancy at around 10% [14, 16, 17], but in general they were based on small samples and the identification of ADR was not through active search. In addition, the drugs involved and the clinical manifestations of ADR have not been adequately described and, to the best of our knowledge, no studies have yet attempted to identify risk factors for the occurrence of ADR. The aim of this study was to estimate, in hospitalized high-risk pregnancy, the risk and type of adverse drug reactions, the drugs more often involved, and the patient factors at admission that may predict their occurrence.


Observational, prospective cohort study conducted in the 38-bed pregnancy ward of a maternity school in the city of Natal, RN, Brazil. All high risk patients admitted to the unit between September 2015 and November 2016 were included in this study. Patients were considered high risk if in the investigator’s judgment they presented a clinical condition that if unattended could threaten the life of the mother or the fetus/newborn. Women in whom symptoms of ADR could not be assessed, such as women with cognitive impairment or in coma, were not included. Consent was obtained from a legal representative (first-degree relative) on behalf of participants when they presented impossibility to sign due to difficulty of movement.

In all subjects, data was prospectively collected on clinical variables (age, gestational age, previous pregnancies, abortions and admission diagnosis) and the medications administered throughout the whole length of hospital stay (including the postpartum period). ADRs were defined as any harmful or undesirable and unintentional response occurring with medications at doses normally used in humans for prophylaxis, diagnosis or treatment of a disease, or for modification of physiological functions [18]. The identification and characterization of the ADRs was through active search conducted by two clinical pharmacists: every morning, after the administration of the first daily dose of medication, each patient was questioned about potential discomforts related to the use of drugs. In addition, the clinical charts were checked daily for clinical and laboratory changes that could somehow be related to the prescribed drugs. When an ADR was suspected, both pharmacists applied the Naranjo’s algorithm [19] to assess the causal relationship between the prescribed drugs and the observed clinical manifestations, and the clinical event was classified as definite, probable, possible and doubtful ADR. Only probable and definite ADR were considered in this study.

A sample size of 1070 would afford an estimate of the proportion of women experiencing and ADR with an error of ±1.8%, with 95% confidence, assuming a prevalence of ADR near 10%. The characteristics of the patients are presented descriptively as mean ± standard deviation, or absolute and relative frequencies as appropriate. Drugs involved in ADRs are described as incidence rate of ADRs for every 100 prescriptions of the drug. The identification of risk factors for the occurrence of ADRs was performed through univariate and multivariate logistic regression. Only the variables presenting a p-value < 0.20 in univariate analysis were included in the multiple regression model, and for the final model only variables with a p-value < 0.05 were retained. Statistical analysis was performed using Stata 12.0 (Stata Corporation, College Station, TX, USA).


A total of 1070 women with high-risk pregnancy were included in this study, The mean age of the study population was 26.2 ± 7.3 (range: 16–53) years, the mean gestational age was 31.2 ± 7.2 (range 26–40) weeks, and the average length of stay was 4.4 ± 5.4 (range 1–73) days. The average number of previous pregnancies was 2.4 ± 1.8 and 46.4% women reported previous abortions or miscarriages. The most common admission diagnoses were hypertension (50.2%), preterm labor (27.2%) and gestational diabetes (19.1%). The most often prescribed drugs were nifedipine (38.6%), captopril (31.2%), simethicone (30.2%), scopolamine (28.7%), ferrous sulfate (22.8%) and methyldopa (20.9%) (Table 1). In the postpartum period about 29% (n = 310) of the pregnant women returned to the high-risk ward and were monitored.

Table 1 Characteristics of the study population (N = 1070)

The proportion of high-risk pregnant women presenting one or more ADRs was 10.7% (114 women, 95% confidence interval (CI): 8.9–12.7%). The description of the observed ADRs is presented in Table 2. The more common ADR were somnolence, blurred vision, nausea, hypoglycemia, dizziness, tachycardia, diarrhea and cough. Uncommon adverse drug reactions, occurring in less than 0.5%, included vomiting, constipation, flushing, drowsiness, phlebitis, dyschromia and abdominal pain. Laboratory changes were rare and included increased urea/creatinine (0.09%) and increased aminotransferases (0.09%).

Table 2 Adverse drug reactions observed in a cohort of 1070 high-risk pregnancies

Table 3 presents the drugs implicated in ADRs and the estimated incidence of ADR for each 100 prescriptions of the drug. Parenteral scopolamine, methyldopa, insulin NPH, oral scopolamine, captopril and ceftriaxone were the drugs most often implicated, while ceftriaxone, parenteral scopolamine, methyldopa, insulin NPH, and parenteral tramadol are the drugs with higher risk of ADR. All ADR were classified as probable by the Naranjo algorithm.

Table 3 Frequency distribution of drugs involved in ADRs and incidence of ADRs per 100 prescriptions of each drug

Univariate analysis of the association of patient variables at admission with ARD in high-risk pregnancy (Table 4) showed that maternal age (OR 0.98, 95% CI: 0.95–1.01) and gestational age (OR 0.97, 95% CI: 0.94–0.98) were associated with the occurrence of ADR. However, after multivariate analysis only gestational age (adjusted odds ratio: 0.97, 95% CI: 0.94–0.98, p = 0.03) was related to the occurrence of ADR.

Table 4 Univariate and multivariate analysis of patient variables associated with ADR in high-risk pregnant women


Many studies in the literature discuss ADR in hospitalized patients, however only a few have investigated their occurrence in pregnant women. Our study involved the active search for ADRs in over one thousand high-risk pregnant women observed throughout their stay in a specialized unit over a period of 15 months in a reference maternity school and the main findings of this study were that about 1 out of 9 high-risk pregnancies admitted to a hospital will develop one or more ADRs, that parenteral scopolamine and oral methyldopa are the medications most frequently involved in ADRs, that parenteral drugs such as scopolamine, ceftriaxone and insulin have the greatest risk of ADR. Regardless of the administered drugs, lower gestational age and lower gestational age are likely important predictors of ADR.

Published studies on ADR in pregnancy have shown very different prevalences among them, with estimates ranging between 0.3 and 20.0% [14, 16]. The only Brazilian work on the topic [17] reported that 8.8% women from a sample of 294 high-risk hospitalized pregnant women suffered an ADR. Hernández-Hernández et al. [16], in a Mexican cohort of 207 pregnant women, observed ADR in 12.1%. In contrast, a French study found ADR in only 0.3% of pregnancies, but data on ADR were obtained by self-reporting [20]. A European study evaluating the frequency of medication-related problems in hospitalized pregnant women reported ADR in 9.9% of them [14]. Several other papers were based on rather small samples, on retrospective data collection, or ADR were identified only through self-reporting.

Although the occurrence rate is rather high, ADR in high-risk pregnant women tend to be of low severity. Clinical manifestations such as somnolence, facial flushing and blurred vision are self-limited and usually did not imply changes in pharmacotherapy. Of the adverse reactions detected, only hypoglycemia related to insulin use presents a greater risk to the patient and the need for immediate intervention.

Parenteral scopolamine and oral use of methyldopa were identified as more involved in ADR, a finding similar to that described in another study [19]. The use of scopolamine was more common in postpartum. This drug, because of its anticholinergic action in several organs, has the potential for a wide range of adverse reactions due to an extension of its pharmacodynamic profile resulting in excessive anticholinergic activity [21]. On the other hand, its antimuscarinic action may be potentiated by the association with other drugs with anticholinergic properties, such as antiemetics [22]. In this study, the observed effects correspond to those described in the literature: dizziness, tachycardia, blurred vision, constipation and somnolence. Methyldopa is the drug of choice for gestational hypertension due to the absence of teratogenicity and fetal toxicity. Medications like methyldopa that act on the central nervous system can cause sedation, drowsiness, depression and have a significant effect on psychomotor performance [23]. However, only sedation related to the use of methyldopa was detected in this study. Some anti-hypertensive medicines administered to patients in this study, such as captopril, were prescribed only in the postpartum.

The drugs for parenteral use (ceftriaxone, scopolamine and insulin) presented a greater risk for the development of ADR. A large study that analyzed risk factors for adverse events in hospitalized patients characterized the parenteral route as more implicated the occurrence of ADR [24]. Critical patients also have this characteristic, and intravenous administration is responsible for a 3% increase in the risk of ADR for each drug used [25].

The multivariate model identified only low gestational age as a factor related to the occurrence of ADR in high risk pregnancy. This can be explained because during pregnancy several organ systems are affected by substantial anatomical and physiological changes. Many of these significantly affect the pharmacokinetic (absorption, distribution, metabolism, and elimination) and pharmacodynamic properties of different therapeutic agents [26]. In our results, drugs more involved with ADR have hydrophilic properties (scopolamine, methyldopa, insulin and captopril). The rise of total body water, blood volume, and capillary hydrostatic pressure significantly increases the volume of distribution of hydrophilic substrates; however, these changes stabilize and decrease in the last weeks of pregnancy [27]. Theoretically, lower gestational age would require higher doses of hydrophilic drugs due to hemodilution, thus implying a higher risk of ADR. In contrast, in pregnancy the renal plasma flow increases by 25 to 50% and glomerular filtration rate by 50% and there is an increase in the activity of the organic cation and anion transporters [28]. Therefore, it is unclear whether the ADR were a consequence of pharmacokinetic changes in pregnancy [27].

The study presents as main limitation the collection of data in a single institution. Despite this, some methodological characteristics validate the results, such as the large sample size, the prospective cohort design, and ADR detection through daily active search.

The characterization of the prevalence, medications involved and clinical manifestations of ADR allows the multiprofessional team to better manage the occurrence of these reactions. Information on drug toxicity is essential for the development of strategies that minimize the risk of harm and improve safety in the pharmacotherapy of hospitalized pregnant women. Despite the predominance of ADR of mild severity, new research evaluating potential clinical outcomes associated with the occurrence of ADR in high-risk pregnancy is needed.


Our study found that ADR in high-risk pregnancy are usually of mild severity but occur in about one tenth of patients, and that lower gestational age increases the risk of their occurrence in this population. Parenteral scopolamine and oral methyldopa are the drugs more often involved in ADRs. However, parenteral drugs such as scopolamine, ceftriaxone and insulin have a greater risk for the development of ADR.



Adverse Drug Reaction


World Health Organization


  1. Soh MC, Nelson-Piercy C. High-risk pregnancy and the rheumatologist. Rheumatology (Oxford). 2015;54:572–87.

    Article  CAS  Google Scholar 

  2. Bouafia N, Mahjoub M, Nouira A, Ben Aissa R, Saïdi H, Guedana N. Profil épidémiologique des grossesses à risque à Sousse (Tunisie). East Mediterr Heal J. 2013;19:465–73.

    Article  CAS  Google Scholar 

  3. Jain S, Anand S, Aherwar R. High risk scoring for prediction of pregnancy outcome: a prospective study. Int J Reprod Contraception, Obstet Gynecol. 2014;3:516–22.

    Article  Google Scholar 

  4. Kashani E, Hassanzad A, Ameri MA. The rate of the prevalence of high-risk pregnancies and the results on pregnant mothers and the effect on parameters after the birth. Int J Pharm Sci Res. 2012;3:3735–41.

    Google Scholar 

  5. Kumar V, Kaur A, Chawla S, Malik M. Prevalence and correlates of high risk pregnancy in rural Haryana : a community based study. Int J App Basic Med Res. 2013;3:212–7.

    Google Scholar 

  6. Michel KN, Ilunga BC, Astrid KM, Blaise IK, Mariette KK, Pitchou KT, et al. Epidemiological profile of high-risk pregnancies in Lubumbashi: case of the provincial hospital Janson Sendwe. OALib. 2016;3:1–7.

    Article  Google Scholar 

  7. Vélez Arango JE, Herrera Morales LE, Arango Gómez F, Betancourt ALH, Duque JAP. Maternal and perinatal Rresults in high risk consultation at Ses hospital De Caldas, 2009–2011. Hacia la Promoción la Salud, vol. 18; 2013. p. 27–40.

    Google Scholar 

  8. Yeoh PL, Hornetz K, Dahlui M. Antenatal care utilisation and content between low-risk and high-risk pregnant women. PLoS One. 2016;11:1–18.

    Article  CAS  Google Scholar 

  9. World Health Organization – WHO. Trends in maternal mortality: 1990 to 2015: estimates by WHO, UNICEF, UNFPA, World Bank Group and the United Nations Population Division. 2015. doi: 10.

    Google Scholar 

  10. Main EK, McCain CL, Morton CH, Holtby S, Lawton ES. Pregnancy-related mortality in California. Obstet Gynecol. 2015;125:938–47.

    Article  PubMed  Google Scholar 

  11. Ayad M, Costantine MM. Epidemiology of medications use in pregnancy. Semin Perinatol. 2015;39:508–11.

    Article  PubMed  PubMed Central  Google Scholar 

  12. Brown CM, Garovic VD. Drug treatment of hypertension in pregnancy. Drugs. 2014;74:283–96.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Dhulkotia JS, Ola B, Fraser R, Farrell T. Oral hypoglycemic agents vs insulin in management of gestational diabetes: a systematic review and metaanalysis. Am J Obstet Gynecol. 2010;203:457.e1–9.

    Article  CAS  Google Scholar 

  14. Smedberg J, Bråthen M, Waka MS, Jacobsen AF, Gjerdalen G, Nordeng H. Medication use and drug-related problems among women at maternity wards — a cross-sectional study from two Norwegian hospitals. Eur J Clin Pharmacol. 2016;72:849–57.

    Article  CAS  PubMed  Google Scholar 

  15. Feghali M, Venkataramanan R, Caritis S. Pharmacokinetics of drugs in pregnancy. Semin Perinatol. 2015;39:512–9.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Hernández-Hernández DC, Vargas-Rivera MJ, Nava-Ocampo AA, Palma-Aguirre JA, Sumano-López H. Drug therapy and adverse drug reactions to terbutaline in obstetric patients: a prospective cohort study in hospitalized women. BMC Pregnancy Childbirth. 2002;2:1–6.

    Article  Google Scholar 

  17. De Oliveira-Filho AD, Vieira AES, da Silva RC, Neves SJF, Gama TAB, Lima RV, Oliveira WR, de Gonçalves Dias JM. Adverse drug reactions in high-risk pregnant women: a prospective study. Saudi Pharm J. 2017;25:1073–7.

    Article  PubMed  PubMed Central  Google Scholar 

  18. World Health Organization – WHO. Requirements for adverse reaction reporting. Geneva: WHO; 1975.

    Google Scholar 

  19. Naranjo CA, Busto U, Sellers EM, Sandor P, Ruiz I, Roberts EA, et al. A method for estimating the probability of adverse drug reactions. Clin Pharmacol Ther. 1981;30:239–45.

    Article  CAS  PubMed  Google Scholar 

  20. Lacroix I, Cabou C, Montastruc J-L, Damase-Michel C. Effets indésirables des médicaments chez la femme enceinte. Therapie. 2007;62:455–60.

    Article  PubMed  Google Scholar 

  21. Scopolamine (2018). In Micromedex (Columbia Basin College Library ed.) [Electronic version]. Greenwood Village, CO: Truven Health Analytics. Accessed 15 Mar 2019.

  22. Suehs BT, Davis C, Franks B, Yuran TE, Ng D, Bradt J, et al. Effect of potentially inappropriate use of Antimuscarinic medications on healthcare use and cost in individuals with overactive bladder. J Am Geriatr Soc. 2016;64:779–87.

    Article  PubMed  Google Scholar 

  23. Methyldopa (2018). In Micromedex (Columbia Basin College Library ed.) [Electronic version]. Greenwood Village, CO: Truven Health Analytics. efaultActionId/evidencexpert. DoIntegratedSearch# Accessed 15 March 2019.

  24. Evans RS, Lloyd JF, Stoddard GJ, Nebeker JR, Samore MH. Risk factors for adverse drug events: a 10-year analysis. Ann Pharmacother. 2005;39:1161–8.

    Article  PubMed  Google Scholar 

  25. Kane-Gill SL, Kirisci L, Verrico MM, Rothschild JM. Analysis of risk factors for adverse drug events in critically ill patients. Crit Care Med. 2012;40:823–8.

    Article  PubMed  PubMed Central  Google Scholar 

  26. Costantine MM. Physiologic and pharmacokinetic changes in pregnancy. Front Pharmacol. 2014;5:65.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  27. Pariente G, Leibson T, Carls A, Adams-Webber T, Ito S, Koren G. Pregnancy-associated changes in pharmacokinetics: a systematic review. PLoS Med. 2016;13(11):e1002160.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  28. Koren G, Pariente G. Pregnancy-associated changes in pharmacokinetics and their clinical implications. Pharm Res. 2018;35(3):61.

    Article  CAS  PubMed  Google Scholar 

Download references


We wish like to thank the Teaching and Research Department of Maternidade Escola Januário Cicco and the Clinical Pharmacy staff that assisted with data collection.


This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Availability of data and materials

The dataset used for analysis in this study is submitted as Additional file 1.

Author information

Authors and Affiliations



RRM and AGO designed the study. KDLS, FEMF and TLP were responsible for the active search and monitoring pregnant women. KDLS and SIVCL did the collecting data. RRM and AGO did the statistical analysis of the database. FEMF and TLP interpreted the data. SIVCL and KDLS wrote the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Sara Iasmin Vieira Cunha Lima.

Ethics declarations

Ethics approval and consent to participate

This study was approved by the Research Ethics Committee of Onofre Lopes University Hospital with number 508.201 and all study patients, or their legal representatives (first-degree relatives) when they presented impossibility to sign due to difficulty of movement, signed an Informed Consent Form. All consent procedures used were previously approved by the Institution’s Research Ethics Committee.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Additional File

Additional File 1:

ADR study database in pregnant women. The database that supports our findings in this study is presented as an additional file. (XLSX 386 kb)

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

da Silva, K.D.L., Fernandes, F.E.M., de Lima Pessoa, T. et al. Prevalence and profile of adverse drug reactions in high-risk pregnancy: a cohort study. BMC Pregnancy Childbirth 19, 199 (2019).

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: