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Maternal, fetal, and perinatal outcomes among pregnant women admitted to an Ebola treatment center in the Democratic Republic of Congo, 2018–2020

  • David Philpott ,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Supervision, Validation, Writing – original draft, Writing – review & editing

    dcephilpott@gmail.com

    Affiliation Johns Hopkins Children’s Center, Baltimore, Maryland, United States of America

  • Neil Rupani,

    Roles Conceptualization, Data curation, Formal analysis, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

    Affiliation Brown University, Providence, Rhode Island, United States of America

  • Monique Gainey,

    Roles Conceptualization, Investigation, Project administration, Writing – review & editing

    Affiliation Department of Emergency Medicine, Rhode Island Hospital, Providence, Rhode Island, United States of America

  • Eta N. Mbong,

    Roles Formal analysis, Investigation, Writing – review & editing

    Affiliation International Medical Corps, Goma, Democratic Republic of Congo

  • Prince Imani Musimwa,

    Roles Conceptualization, Formal analysis, Investigation, Writing – review & editing

    Affiliation Department of Gynecology and Obstetrics, University of Goma, Goma, Democratic Republic of Congo

  • Shiromi M. Perera,

    Roles Conceptualization, Data curation, Formal analysis, Methodology, Writing – review & editing

    Affiliation International Medical Corps, Washington, District of Colombia, United States of America

  • Razia Laghari,

    Roles Conceptualization, Data curation

    Affiliation International Medical Corps, Goma, Democratic Republic of Congo

  • Mija Ververs,

    Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Supervision

    Affiliation Center for Humanitarian Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, United States of America

  • Adam C. Levine

    Roles Conceptualization, Data curation, Formal analysis, Supervision, Writing – review & editing

    Affiliation Department of Emergency Medicine, Brown University, Providence, Rhode Island, United States of America

Abstract

Objective

This study aims to investigate maternal, fetal, and perinatal outcomes during the 2018–2020 Ebola outbreak in Democratic Republic of Congo (DRC).

Methods

Mortality between pregnant and non-pregnant women of reproductive age admitted to DRC’s Mangina Ebola treatment center (ETC) were compared using propensity score matching. Propensity scores were calculated using age, initial Ebola viral load, Ebola vaccination status, and investigational therapeutic. Additionally, fetal and perinatal outcomes of pregnancies were also described.

Results

Twenty-seven pregnant women were admitted to the Mangina ETC during December 2018—January 2020 among 162 women of childbearing age. We found no evidence of increase mortality among pregnant women compared to non-pregnant women (relative risk:1.0, 95%CI: 0.58–1.72). Among surviving mothers, pregnancy outcomes were poor with at least 58% (11/19) experiencing loss of pregnancy while 16% (3/19) were discharged with viable pregnancy. Two mothers with viable pregnancies were vaccinated, and all received investigational therapeutics. Two live births occurred, with one infant surviving after the infant and mother received an investigational post-exposure prophylaxis and Ebola therapeutic respectively.

Conclusions

Pregnancy was not associated with increased mortality among women with EVD in the Mangina ETC. Fetal and perinatal outcomes remained poor in pregnancies complicated by EVD, though novel therapeutics may have potential for improving these outcomes.

Introduction

On August 1, 2018, the Democratic Republic of the Congo (DRC)’s Ministry of Health declared an Ebola virus disease (EVD) outbreak in the provinces of North Kivu and Ituri. This tenth EVD outbreak resulted in 3,470 cases and 2,287 deaths and was the largest in DRC’s history [13].

Despite these outbreaks, knowledge of EVD in pregnancy is limited. Few studies report maternal and fetal outcomes of pregnant women infected with Ebola virus (EBOV). This gap exists partly because surveillance systems have not consistently recorded pregnancy status [4]. Historical studies among pregnant women with EVD reported mortality as high as 90% and poor perinatal outcomes [5, 6]. However, more recent data suggest mortality among pregnant and non-pregnant women with EVD is similar [6, 7].

Additionally, existing literature reports poor fetal outcomes among women with EVD including miscarriage, stillbirth, or death during the neonatal period [712]. One study during the 2014–2016 West Africa outbreak found 83% of neonates born to mothers with EVD died [7]. Likewise, while a study describing maternal and fetal outcomes in the 2014–2016 West Africa outbreak found no evidence of increased mortality secondary to EVD among pregnant women, all pregnancies among women who survived EVD resulted in fetal demise, termination, or infant death within the first two weeks of life [12]. Recently, a case series reported two infants born to women with EVD while in an ETC who survived after both mother and infant received monoclonal antibody therapy [13].

Obstetric care guidelines for women with EVD historically suggested a case-specific approach that balances risks and benefits of pregnancy related interventions for the mother with the risk of exposure to healthcare workers while assuming poor fetal outcome [12, 14]. In February 2020, the World Health Organization (WHO) released guidance on the management of pregnant and breastfeeding women who have EVD [15]. These guidelines recommend offering investigational therapies MAb114 and REGN-EB3 to pregnant women, cautioned against induction of labor for pregnant women with EVD, avoidance of invasive procedures for fetal indications, infection control measures for neonates delivered to mothers with history of EVD during pregnancy, and that women with history of EVD should give birth at an Ebola Treatment Center [15].

No study has reported comprehensive maternal or fetal outcomes from the tenth DRC Ebola outbreak. Our study aimed to compare EVD outcomes and symptoms between pregnant and non-pregnant women with EVD managed at an ETC in eastern DRC during the tenth Ebola outbreak. Additionally, we sought to describe fetal outcomes of pregnant women with EVD.

Methods

Our study utilized data collected for a retrospective cohort study at the International Medical Corps (IMC) Mangina Ebola Treatment Center (ETC) during the tenth Ebola Virus Disease (EVD) outbreak in the Democratic Republic of the Congo (DRC). All patients who presented to the Mangina ETC between December 2018 and January 2020 that met the WHO case definition for EVD were eligible for inclusion in the overall cohort [16]. For this study, we only included female patients of child-bearing age, defined as aged 15–50 years with laboratory confirmed EVD.

Patients were screened by trained clinicians to ensure they met the case definition for suspected EVD based on WHO guidelines [17]. Patients who met the case definition without laboratory confirmation were admitted to the suspect ward, where they received initial EVD testing. Patients with a positive test were moved to the confirmed ward, while those who tested negative remained in the ETC for 72 hours to ensure they remained without EVD symptoms and had a second negative test.

Patients were tested for EBOV by reverse transcriptase polymerase chain reaction (RT-PCR) using the Cepheid GeneXpert Ebola assay which determined the plasma cycle threshold (Ct) of EBOV [18]. A Ct greater than 40 was considered negative. Daily testing was conducted, and patients were discharged after two consecutive negative tests. The Mangina ETC served as a PALM Trial site with patients randomized to investigational therapeutic agents for EVD, including monoclonal antibody treatments (MAb114, REGN-EB3, and ZMapp) and the antiviral Remdesivir [19]. This trial allowed neonates born in ETCs to mothers with EVD to receive an investigational therapeutic regardless of EVOD test result at birth [19].

Deidentified data for the cohort included two sources: First was a line-list of patients admitted to the Mangina ETC. Second, a database was created using standardized forms in patient charts. ETC staff uploaded scanned charts to IMC’s server and research staff transcribed this information into an Excel database. This database added vitals, exams, laboratory results, and medications. After data entry was complete, staff audited a random sample of 62 (15%) records by reentering data from original charts into a second database. There was 97.3% similarity between the two databases. For further quality assurance, the line list and EVD positive database were reconciled across 145 common variables.

Our exposure, pregnancy, was identified by self-report, clinician observation, or positive pregnancy test. For quality assurance, we reviewed records of patients who received misoprostol or oxytocin but were not documented as pregnant and if they were found to be pregnant added them to the database. Additionally, we reviewed all pregnant patients to ensure completeness of pregnancy related data including last menstrual period (LMP), trimester of pregnancy on admission, and obstetric complications such as post-partum hemorrhage and unexpected uterine contractions. Patients with missing pregnancy status were classified as non-pregnant given the proportion of population documented as pregnant was similar to that expected by authors and field staff who cared patients in the Mangina ETC.

Our primary maternal outcome, maternal death, was documented in the EVD positive database. Patients transferred to another facility were coded as having survived. Patients missing outcome data were coded as survived if their last documented RT-PCR was negative (Cycle threshold (Ct)>40). After reviewing available data, we classified pregnancy outcomes into groups including: spontaneous abortion, fetal demise with subsequent induction of delivery, live birth, and discharge or transfer with a viable pregnancy. We also reviewed available data for any live births in the ETC.

We used descriptive statistics to compare pregnant and non-pregnant patients in the cohort by age, self-reported Ebola vaccination status, presenting signs and symptoms at triage, days since symptom onset, initial viral load (Ct), and investigational therapeutic agent.

We used a propensity score matching approach to compare mortality between EVD pregnant and non-pregnant women while controlling for confounders. We attempted multiple matching techniques to ensure adequate balance between groups including genetic and nearest neighbor matching [20, 21]. We selected variables for inclusion on the basis of prior analyses of risks for mortality in EVD patients [22, 23]. These variables were patient age, Ct-value on admission, days since symptom onset, vaccination status, and experimental therapeutic received. Patients were exactly matched on vaccination status given its likely association with mortality [24]. Propensity scores were estimated by fitting a logistic regression model. We utilized a common support interval with patients not falling within the region of common support excluded to prevent overextrapolation. In addition, we used a caliper with distance equal to 0.25 of the standard deviation of the propensity score. Balance on variables of interest before and after propensity score matching was assessed using standardized mean differences and Love plots. The acceptable standardized difference between groups was set at 0.1, consistent with established guidance [25]. We then calculated the relative risk comparing the two groups using log-binomial regression using cluster-robust standard errors and pair membership as the clustering variable. All analyses were conducted in R version 4.1 (R Foundation).

The Institutional Review Board at Rhode Island Hospital provided ethical exemption for conducting this study and waived the informed consent requirement for patients whose medical records were analyzed. All research was performed in accordance with DRC government regulations, and no additional local approval was required.

Results

There were 162 women of child-bearing age with confirmed EVD included for analysis, 27 (16.7%) of whom were pregnant (Fig 1).

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Fig 1. Flow diagram showing selection of patients included for analysis.

https://doi.org/10.1371/journal.pone.0286843.g001

Characteristics on admission of pregnant and non-pregnant women are in Table 1. Pregnant Ebola positive women in our study had lower median age (22 [IQR 19, 29] years versus 29 [IQR 21, 27] years for non-pregnant women) and were more likely to report vaginal bleeding and bleeding at an injection site. However, we identified no difference in initial viral load, vaccination status, or known Ebola case contact. Pregnant and non-pregnant women received similar investigational therapeutics, with most receiving either REGN-EB3 or MAb114. Only two (1.2%) women in our database had a pregnancy test requested during admission, while 45 (27.8%) did not and the remaining 115 (71.0%) had no data available. In crude analysis, pregnant women had similar mortality (56%) compared to non-pregnant women (48%) (chi-square p = 0.5).

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Table 1. Characteristics of pregnant and non-pregnant women on admission.

https://doi.org/10.1371/journal.pone.0286843.t001

We attempted multiple algorithms to obtain balanced comparator groups, including greedy nearest neighbor without replacement and genetic matching. The genetic matching algorithm achieved balance between covariates in the pregnant and non-pregnant women groups with all standardized mean differences (for continuous covariates) and mean differences (for categorical variables) less than 0.1 (Fig 2). Three pregnant patients were excluded by our matching algorithm yielding 24 pregnant patients with 24 matched non-pregnant patients. Additionally, a single non-pregnant patient was excluded prior to completing the matching algorithm because the patient had a missing initial Ct value. The relative risk of death in the DRC cohort among pregnant patients compared to non-pregnant patients was 1.0 (95% CI, 0.58–1.72).

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Fig 2. Covariate balance between in the pregnant and non-pregnant women groups.

https://doi.org/10.1371/journal.pone.0286843.g002

Table 2 lists characteristics and outcomes of the pregnancies identified in the cohort. Eleven (40.7%) pregnancies were first trimester, six (22.2%) were second trimester, and six (22.2%) were third trimester, while four (14.8%) were missing gestational age. Maternal outcomes were similar in first, second, and third trimesters, with maternal death in five (45.4%), three (60.0%), and three (60.0%) mothers in each trimester, respectively. Nine patients (33.3%) received oxytocin and seven (25.9%) received misoprostol.

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Table 2. Maternal and fetal outcomes among pregnant patients with EVD grouped by fetal outcome.

https://doi.org/10.1371/journal.pone.0286843.t002

Three patients (11.1%) were discharged alive with viable pregnancy. One third trimester patient was transferred to another facility for a Caesarian section after active fetal movement throughout admission. Two (7.4%) patients were in their first trimester and had minimal documentation of pregnancy during their admission but appeared to be discharged with a viable pregnancy. All three patients received either REGN-EB3 or MAb114, and two were vaccinated.

Eleven (40.7%) patients experienced loss of pregnancy during admission: Nine (33.3%) had spontaneous abortion, and eight (29.6%) required augmentation with misoprostol and/or oxytocin. An additional two patients (7.4%) had suspected fetal demise with subsequent induced delivery. Eight (29.6%) died while pregnant, with two (7.4%) experiencing miscarriage or loss of fetal movement prior to maternal death. Finally, three pregnant patients were discharged alive without documentation of fetal outcomes.

We identified two live births (Table 2) at the ETC, one of whom survived the neonatal period. The surviving infant’s mother had been vaccinated against EVD and received Mab114. The infant received REGEN-EB3 monoclonal antibody therapy in the ETC, tested serum negative for EVD on day 1, and was discharged on day 10 of life. Conversely, the non-surviving infant’s mother was not vaccinated against EVD and died shortly after arrival in the setting of post-partum hemorrhage and thus was unable to receive an experimental therapeutic. This infant was randomized to receive remdesivir in the ETC, tested positive for EVD on day 3, and died in the setting of respiratory distress on day 8 of life.

Discussion

Here, we report maternal and fetal outcomes among a cohort of women with EVD during the tenth Ebola outbreak in DRC, and found pregnancy was not associated with increased risk of maternal death [6, 12]. Additionally, we confirmed poor fetal outcomes in women with EVD, with at least 41% of our cohort experiencing loss of pregnancy and one of two live births dying in the first eight days of life [6, 7, 12]. Moreover, both mothers who experienced a live birth died from post-partum hemorrhage.

Our finding that pregnant women were not at increased risk of death compared to propensity score matched non-pregnant women is consistent with reports from the West Africa outbreak as well as a recent systematic review and meta-analysis [12, 26]. While evidence remains limited, the historical assumption that pregnancy is a risk factor for death from EVD is not supported by current evidence. The lack of difference in risk of death between pregnant and non-pregnant may reflect continued high risk of death from EVD in all populations, with death occurring in approximately half of women in each group. Earlier reports may have identified pregnancy as a risk factor for death because of selective reporting of salient cases similar to those we identified, where mothers who gave birth died from post-partum hemorrhage in the setting of EVD. Regardless, our findings affirm that pregnant women should be eligible for inclusion in all studies for novel vaccines and therapeutics and be eligible for prevention and therapeutics once these are approved.

While perinatal outcomes were poor in our study, our cohort extends the report by Ottoni et al. that improved perinatal outcomes may be possible, particularly considering vaccination and efficacious therapeutics for EVD [13]. We identified an infant born in the ETC discharged alive whose mother was vaccinated and where both mother and infant received a monoclonal antibody. Additionally, we identified a mother with viable pregnancy transferred for Caesarian section who was vaccinated and received a novel therapeutic as well as two other possibly viable first trimester pregnancies.

Our findings raise several concerns including infection control, pregnancy testing, and therapeutics in neonates. First, as fetal and maternal outcomes improve, infection control guidance should be expanded for infants born to mothers with current or previous EVD. Based on our findings, we agree with Ottoni et al. that infants born to mothers with EVD be managed as EVD-suspect and separated from their mothers given that one live birth tested negative for EBOV [13].

Second, we found pregnancy testing was rarely conducted in our cohort. Given that 16.7% of women of child-bearing age were pregnant in our cohort, we suggest women of childbearing age admitted to an ETC be systematically considered for pregnancy testing. Testing would facilitate discussion about risks to the fetus, preparation for spontaneous abortion in patients without clinically obvious pregnancy, and anticipatory guidance regarding infection control at delivery to mothers who survive EVD with viable pregnancy. Likewise, detailed information on pregnancy status, and if pregnant, information about gestational age and fetal outcomes should be collected in future studies.

Third, our findings confirm pregnancy specific management decisions should continue on a case-by-case basis given fetal outcomes remain poor. However, clinicians should be aware that it is possible, though rare, for vaccinated mothers who receive monoclonal antibody therapy to have a viable live birth or be discharged with viable pregnancy.

Fourth, we affirm the standard of care for neonates born in ETCs to mothers with EVD of administering monoclonal antibody therapy regardless of the neonates’ EVD test result should continue. While current evidence comes from just three surviving infants, the benefits likely outweigh the risks given neonatal outcomes in the absence of therapeutics are universally poor [13]. The management of neonates born to mothers who survived EVD earlier in pregnancy is less clear. Should they be similarly considered for empiric monoclonal antibody therapy? The possibility of EBOV persistence in the fetus of a mother who received monoclonal antibody therapy is unknown but systematic collection of information on this in the future is essential.

Our study has several strengths, including systematic enrollment of women admitted to the ETC and use of a propensity score model. However, our study has several limitations: First, most pregnancies were identified via self-report or clinician observation so underreporting of pregnancy is possible. Misclassification of pregnant patients as non-pregnant would bias toward finding no mortality difference when one existed. Future systematic pregnancy testing in ETCs would attenuate this concern. Second, because of missing data and small numbers, we were unable to examine whether mothers later in gestation were at higher risk of death from EVD. Finally, our data were collected by clinicians working in challenging circumstances and so assessment of pregnancy outcomes was challenging, with incomplete data on parity status, gestational age, and last menstrual period.

In summary, we report fetal and maternal outcomes among a cohort of pregnant women with EVD in the tenth outbreak of EVD in DRC. We found no evidence of increased mortality secondary to pregnancy but confirmed poor fetal outcomes. Additionally, we identified one surviving infant born to a mother with EVD and several patients discharged with viable pregnancies.

Acknowledgments

The authors would like to thank all of the frontline workers and staff at International Medical Corps’ Mangina Ebola Treatment Center.

References

  1. 1. MSF. DRC tenth Ebola outbreak | MSF 2018. https://www.msf.org/drc-tenth-ebola-outbreak (accessed August 18, 2021).
  2. 2. WHO. World Health Organization | Ebola virus disease–Democratic Republic of the Congo 2020. https://web.archive.org/web/20210311194443/http://www.who.int/csr/don/26-June-2020-ebola-drc/en/ (accessed August 18, 2021).
  3. 3. Aruna A, Mbala P, Minikulu L, Mukadi D, Bulemfu D, Edidi F, et al. Ebola Virus Disease Outbreak—Democratic Republic of the Congo, August 2018–November 2019. MMWR Morb Mortal Wkly Rep 2019;68:1162–5. pmid:31856146
  4. 4. Haddad LB, Jamieson DJ, Rasmussen SA. Pregnant Women and the Ebola Crisis. N Engl J Med 2018;379:2492–3. pmid:30485156
  5. 5. Schwartz DA. Being pregnant during the kivu ebola virus outbreak in DR Congo: The rVSV‐ZEBOV vaccine and its accessibility by mothers and infants during humanitarian crises and in conflict areas. Vaccines 2020;8. pmid:31979026
  6. 6. Foeller ME, Carvalho Ribeiro do Valle C, Foeller TM, Oladapo OT, Roos E, Thorson AE. Pregnancy and breastfeeding in the context of Ebola: a systematic review. Lancet Infect Dis 2020;20:e149–58. pmid:32595045
  7. 7. Lyman M, Mpofu JJ, Soud F, Oduyebo T, Ellington S, Schlough GW, et al. Maternal and perinatal outcomes in pregnant women with suspected Ebola virus disease in Sierra Leone, 2014. Int J Gynecol Obstet 2018;142:71–7. pmid:29569244
  8. 8. Jamieson DJ, Haddad LB. What obstetrician-gynecologists should know about population health. Obstet Gynecol 2018;131:1145–52. pmid:29742653
  9. 9. Burke J, Declerq R, Ghysebrechts G. Ebola haemorrhagic fever in Zaire, 1976. Report of an international commission. Bull World Health Organ 1978;56:271–93.
  10. 10. Nelson JM, Griese SE, Goodman AB, Peacock G. Live neonates born to mothers with Ebola virus disease: A review of the literature. J Perinatol 2016;36:411–4. pmid:26658125
  11. 11. Mupapa K, Mukundu W, Bwaka MA, Kipasa M, De Roo A, Kuvula K, et al. Ebola hemorrhagic fever and pregnancy. J. Infect. Dis., vol. 179, J Infect Dis; 1999. pmid:9988157
  12. 12. Henwood PC, Bebell LM, Roshania R, Wolfman V, Mallow M, Kalyanpur A, et al. Ebola Virus Disease and Pregnancy: A Retrospective Cohort Study of Patients Managed at 5 Ebola Treatment Units in West Africa. Clin Infect Dis 2017;65:292–9. pmid:28379374
  13. 13. Ottoni MP, Ricciardone JD, Nadimpalli A, Singh S, Katsomya AM, Pokoso LM, et al. Ebola-negative neonates born to Ebola-infected mothers after monoclonal antibody therapy: a case series. Lancet Child Adolesc Heal 2020;4:884–8. pmid:33217357
  14. 14. Centers for Disease Control and Prevention, National Center for Emerging and Zoonotic Infectious Diseases, Division of Healthcare Quality Promotion. Guidance for Screening and Caring for Pregnant Women with Ebola Virus Disease for Healthcare Providers in U.S. Hospitals 2018. https://www.cdc.gov/vhf/ebola/clinicians/evd/pregnant-women.html#ref9%0Ahttps://www.cdc.gov/vhf/ebola/clinicians/evd/pregnant-women.html (accessed September 18, 2021).
  15. 15. World Health Organization. Guidelines for the management of pregnant and breastfeeding women in the context of Ebola virus disease. Geneva: 2020.
  16. 16. Medley AM, Mavila O, Makumbi I, Nizeyemana F, Umutoni A, Balisanga H, et al. Case Definitions Used During the First 6 Months of the 10th Ebola Virus Disease Outbreak in the Democratic Republic of the Congo—Four Neighboring Countries, August 2018–February 2019. MMWR Morb Mortal Wkly Rep 2020;69:14–9. pmid:31917783
  17. 17. World Health Organization. Clinical management of patients with viral haemorrhagic fever: a pocket guide for the front-line health worker: interim emergency guidance—generic draft for West African adaptation 30 March 2014. 2014.
  18. 18. Van den Bergh R, Chaillet P, Sow MS, Amand M, van Vyve C, Jonckheere S, et al. Feasibility of Xpert Ebola Assay in Medecins Sans Frontieres Ebola Program, Guinea. Emerg Infect Dis 2016;22:210–6.
  19. 19. Investigational Therapeutics for the Treatment of People With Ebola Virus Disease—Full Text View—ClinicalTrials.gov n.d. https://clinicaltrials.gov/ct2/show/NCT03719586 (accessed September 18, 2021).
  20. 20. Diamond A, Sekhon JS. Genetic matching for estimating causal effects: A general multivariate matching method for achieving balance in observational studies. Rev Econ Stat 2013;95:932–45.
  21. 21. Sekhon JS. Multivariate and propensity score matching software with automated balance optimization: The matching package for R. J Stat Softw 2011;42:1–52.
  22. 22. Schieffelin JS, Shaffer JG, Goba A, Gbakie M, Gire SK, Colubri A, et al. Clinical Illness and Outcomes in Patients with Ebola in Sierra Leone. N Engl J Med 2014;371:2092–100. pmid:25353969
  23. 23. Hunt L, Gupta-Wright A, Simms V, Tamba F, Knott V, Tamba K, et al. Clinical presentation, biochemical, and haematological parameters and their association with outcome in patients with Ebola virus disease: An observational cohort study. Lancet Infect Dis 2015;15:1292–9. pmid:26271406
  24. 24. Henao-Restrepo AM, Camacho A, Longini IM, Watson CH, Edmunds WJ, Egger M, et al. Efficacy and effectiveness of an rVSV-vectored vaccine in preventing Ebola virus disease: final results from the Guinea ring vaccination, open-label, cluster-randomised trial (Ebola Ça Suffit!). Lancet (London, England) 2017;389:505. pmid:28017403
  25. 25. Stuart EA, Lee BK, Leacy FP. Prognostic score-based balance measures can be a useful diagnostic for propensity score methods in comparative effectiveness research. J Clin Epidemiol 2013;66:S84. pmid:23849158
  26. 26. Kayem N. D., Benson C., Aye C. Y. L., Barker S., Tome M., Kennedy S., et al. (2022). Ebola virus disease in pregnancy: a systematic review and meta-analysis. Transactions of the Royal Society of Tropical Medicine and Hygiene, 116(6), 509. pmid:34865173