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Original Research Obstetrics| Volume 227, ISSUE 2, P280.e1-280.e15, August 2022

The impact of the Antenatal Late Preterm Steroids trial on the administration of antenatal corticosteroids

Open AccessPublished:March 24, 2022DOI:https://doi.org/10.1016/j.ajog.2022.03.037

      Background

      In 2016 the Antenatal Late Preterm Steroids study was published, demonstrating that antenatal corticosteroid therapy given to women at risk of late preterm delivery reduces respiratory morbidity in infants. However, the administration of antenatal corticosteroid therapy in late-preterm infants remains controversial.
      Late-preterm infants do not suffer from the same rates of morbidity as early-preterm infants, and the short-term benefits of antenatal corticosteroid therapy are less pronounced; consequently, the risk of possible harm is more difficult to balance.

      Objective

      This study aimed to evaluate the association between the publication of the Antenatal Late Preterm Steroids study or the subsequent changes in guidelines and the rates of antenatal corticosteroid therapy administration in late-preterm infants in the United States.

      Study Design

      Data analyzed were publicly available US birth certificate data from January 1, 2016 to December 31, 2018. An interrupted time series design was used to analyze the association between publication of the Antenatal Late Preterm Steroids study and changes in monthly rates of antenatal corticosteroid administration in late preterm gestation (34+0 to 36+6 weeks). Births at 28+0 to 31+6 weeks’ gestation were used as a control. Antenatal corticosteroid therapy administration in women with births at 32+0 to 34+6 weeks was explored to analyze whether the intervention influenced antenatal corticosteroid therapy administration in women in the subgroup approaching 34 weeks’ gestation. Antenatal corticosteroid therapy administration in women with term births (>37 weeks’ gestation) was analyzed to explore if the intervention influenced the number of term babies exposed to antenatal corticosteroid therapy. Our regression model allowed analysis of both step and slope changes. February 2016 was chosen as the intervention period.

      Results

      Our sample size was 18,031,950 total births. Of these, 1,056,047 were births at 34+0 to 36+6 weeks’ gestation, 123,788 at 28+0 to 31+6 weeks, 153,708 at 32 to 33 weeks, and 16,602,699 were term births. There were 95,708 births at <28 weeks’ gestation. There was a statistically significant increase in antenatal corticosteroid therapy administration rates in late preterm births following the online publication of the Antenatal Late Preterm Steroids study (adjusted incidence rate ratio, 1.48; 95% confidence interval, 1.36–1.61; P=.00). A significant increase in antenatal corticosteroid therapy administration rates was also seen in full-term births following the online publication of the Antenatal Late Preterm Steroids study. No significant changes were seen in antenatal corticosteroid administration rates in gestational age groups of 32+0 to 33+6 weeks or 28+0 to 31+6 weeks.

      Conclusion

      Online publication of the Antenatal Late Preterm Steroids study was associated with an immediate and sustained increase in the rates of antenatal corticosteroid therapy administration in late preterm births across the United States, demonstrating a swift and successful implementation of the Antenatal Late Preterm Steroids study guidance into clinical practice. However, there is an unnecessary increase in full-term infants receiving antenatal corticosteroid therapy. Given that the long-term consequences of antenatal corticosteroid therapy are yet to be elucidated, efforts should be made to minimize the number of infants unnecessarily exposed to antenatal corticosteroid therapy.

      Key words

      Introduction

      Antenatal corticosteroid therapy (ACT), given to women at risk of preterm delivery, has been estimated to decrease neonatal mortality by 31%.
      • McGoldrick E.
      • Stewart F.
      • Parker R.
      • Dalziel S.R.
      Antenatal corticosteroids for accelerating fetal lung maturation for women at risk of preterm birth.
      ACT has been a part of routine treatment for early-preterm birth (before 34 weeks’ gestation) in the United States for many years,
      • Liggins G.C.
      • Howie R.N.
      A controlled trial of antepartum glucocorticoid treatment for prevention of the respiratory distress syndrome in premature infants.
      since the 1994 National Institutes of Health Consensus Conference’s conclusion that glucocorticoids administered to women at risk of delivery before 34 weeks’ gestation reduced adverse neonatal outcomes.
      Effect of corticosteroids for fetal maturation on perinatal outcomes.
      This recommendation did not extend to women at risk of late preterm delivery (34+0 to 36+6 weeks’ gestation) because of all but 1% of late-preterm infants surviving.
      ACOG technical bulletin. Preterm labor. Number 206--June 1995 (replaces No. 133, October 1989).
      However, late-preterm infants have a higher incidence of neonatal and childhood morbidities than term-born babies (birth after 37 weeks),
      • Shapiro-Mendoza C.K.
      • Tomashek K.M.
      • Kotelchuck M.
      • et al.
      Effect of late-preterm birth and maternal medical conditions on newborn morbidity risk.
      and with >70% of preterm births occurring in the late preterm stage,
      • Martin J.A.
      • Hamilton B.E.
      • Osterman M.J.K.
      • Driscoll A.K.
      Births: final data for 2018.
      potential treatments are of utmost importance.

      Why was this study conducted?

      To evaluate the impact of the publication of the Antenatal Late Preterm Steroids (ALPS) study and the subsequent changes in guidelines on the rates of antenatal corticosteroid therapy administration in the United States.

      Key findings

      Publication of the ALPS study was associated with increases in infants who received antenatal corticosteroids and were born at late preterm gestation. An increase in the proportion of babies born at term who had received antenatal corticosteroids was also observed. In addition, increases in antenatal corticosteroid use were observed in women with pregestational diabetes mellitus, most of whom were not eligible for inclusion in the ALPS trial.

      What does this add to what is known?

      The ALPS trial findings have influenced clinical practice to increase rates of antenatal corticosteroid administration in late-preterm infants. There has also been an overuse of antenatal corticosteroid therapy administration in term-born infants and women with pregestational diabetes mellitus, which may cause harm. Clinicians should only prescribe antenatal corticosteroids to women at imminent risk of late preterm birth.
      In 2016, the Antenatal Late Preterm Steroids (ALPS) trial indicated that ACT administered to women at risk of imminent late preterm delivery reduced respiratory morbidity in neonates.
      • Gyamfi-Bannerman C.
      • Thom E.A.
      • Blackwell S.C.
      • et al.
      Antenatal betamethasone for women at risk for late preterm delivery.
      Results from the trial were presented at the Society for Maternal-Fetal Medicine’s (SMFM) 36th annual meeting
      • Gyamfi-Bannerman C.
      Antenatal late preterm steroids (ALPS): a randomized trial to reduce neonatal respiratory morbidity.
      and published online on February 4, 2016 and in print on April 7, 2016. In response, the SMFM and the American College of Obstetricians and Gynecologists altered their guidelines regarding ACT administration to include women at risk of late preterm delivery.
      Society for Maternal-Fetal Medicine (SMFM) publications committee
      Implementation of the use of antenatal corticosteroids in the late preterm birth period in women at risk for preterm delivery.
      ,
      American College of Obstetricians and Gynecologists’ Committee on Obstetric Practice
      Society for Maternal–Fetal Medicine. Committee Opinion No.677: Antenatal Corticosteroid Therapy for Fetal Maturation.
      The impact of the publication of ALPS trial findings on ACT administration is yet to be evaluated.
      • Kamath-Rayne B.D.
      • Rozance P.J.
      • Goldenberg R.L.
      • Jobe A.H.
      Antenatal corticosteroids beyond 34 weeks gestation: what do we do now?.
      ,
      • Roberts D.
      • Brown J.
      • Medley N.
      • Dalziel S.R.
      Antenatal corticosteroids for accelerating fetal lung maturation for women at risk of preterm birth.
      Up-to-date quantification of ACT rates is relevant amid concerns that benefits provided by ACT in early-preterm birth are not as significant in late preterm birth, and that ACT may increase the risk of short-term
      • Uquillas K.R.
      • Lee R.H.
      • Sardesai S.
      • et al.
      Neonatal hypoglycemia after initiation of late preterm antenatal corticosteroids.
      and long-term harm.
      • Räikkönen K.
      • Gissler M.
      • Kajantie E.
      Associations between maternal antenatal corticosteroid treatment and mental and behavioral disorders in children.
      Consequently, several publications have advised caution in ACT administration in late preterm birth until further evidence surrounding ACT’s long-term effects is provided.
      • Kamath-Rayne B.D.
      • Rozance P.J.
      • Goldenberg R.L.
      • Jobe A.H.
      Antenatal corticosteroids beyond 34 weeks gestation: what do we do now?.
      ,
      • Souter V.
      • Kauffman E.
      • Marshall A.J.
      • Katon J.G.
      Assessing the potential impact of extending antenatal steroids to the late preterm period.
      Given this controversy, there is no current international consensus on ACT administration in late preterm gestation.
      • Deshmukh M.
      • Patole S.
      Antenatal corticosteroids for impending late preterm (34-36+6 weeks) deliveries-a systematic review and meta-analysis of RCTs.
      The translation of research into clinical practice is recurrently slow,
      • Genuis S.K.
      • Genuis S.J.
      Exploring the continuum: medical information to effective clinical practice. Paper I: the translation of knowledge into clinical practice.
      even in the absence of controversy about findings, and changes to guidelines may have a limited effect on physicians’ behaviors.
      • Cabana M.D.
      • Rand C.S.
      • Powe N.R.
      • et al.
      Why don’t physicians follow clinical practice guidelines? A framework for improvement.
      This study aims to elucidate whether the ALPS trial findings have been translated into clinical practice, using an interrupted time series (ITS) analysis to evaluate the impact of ALPS trial publication or subsequent guideline changes on ACT administration in late-preterm infants in the United States (Video 1). ITS analysis is a strong quasi-experimental study design appropriate for assessing the effect of an intervention when randomization cannot occur.
      • Kontopantelis E.
      • Doran T.
      • Springate D.A.
      • Buchan I.
      • Reeves D.
      Regression based quasi-experimental approach when randomisation is not an option: interrupted time series analysis.
      It is particularly applicable for retrospective evaluation of population-level data.
      • Bernal J.L.
      • Cummins S.
      • Gasparrini A.
      Interrupted time series regression for the evaluation of public health interventions: a tutorial.

      Materials and Methods

      This was a retrospective analysis of publicly available US birth certificate data from National Vital Statistics Online. An ITS study design was used to determine whether publication of ALPS data influenced recorded administration of ACT in babies. An ITS is a longitudinal study design that includes a statistical comparison of time trends before and after an intervention that occurs at a fixed point in time.

      Ethics statement

      The study was sponsored by the University of Edinburgh. Before commencement, the research was subject to the University of Edinburgh Usher Institute ethics/data protection oversight process. The ethics/data protection triage and overview self-audit of ethics/data protection issues confirmed the proposed research (fully anonymous secondary data analysis) posed no reasonably foreseeable ethics/data protection risks. This indicated that there was no requirement for proceeding to full formal ethics/data protection review.

      Data source

      The reporting of this study conforms to the Strengthening the Reporting of Observational studies in Epidemiology (STROBE) statement.
      • von Elm E.
      • Altman D.G.
      • Egger M.
      • et al.
      The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies.
      This study was a secondary analysis of publicly available US birth certificate data from National Vital Statistics Online. In the United States, birth certificates are required by state laws to be completed for all births. Federal law mandates national collection and publication of births and other vital statistic data.

      Centers for Disease Control and Prevention. NVSS-birth data. Centers for Disease Control and Prevention Website. 2021. Available at: https://www.cdc.gov/nchs/nvss/births.htm. Accessed March 14, 2021.

      These data are compiled by the National Vital Statistics System (NVSS) in collaboration with the National Center for Health Statistics (NCHS) at the Centers for Disease Control and Prevention (CDC) and all US states. Data are collected on standard forms, and model procedures are recommended to promote uniformity.

      Centers for Disease Control and Prevention. NVSS-birth data. Centers for Disease Control and Prevention Website. 2021. Available at: https://www.cdc.gov/nchs/nvss/births.htm. Accessed March 14, 2021.

      The NVSS data have been widely used by the CDC and wider literature.
      • Rossen L.M.
      • Branum A.M.
      • Ahmad F.B.
      • Sutton P.
      • Anderson R.N.
      Excess deaths associated with COVID-19, by age and race and ethnicity - United States, January 26-October 3, 2020.
      ,
      • Ivey-Stephenson A.Z.
      • Crosby A.E.
      • Jack S.P.D.
      • Haileyesus T.
      • Kresnow-Sedacca M.J.
      Suicide trends among and within urbanization levels by sex, race/ethnicity, age group, and mechanism of death - United States, 2001-2015.
      Detailed descriptions of NVSS data collection methods, quality control, and vital statistics are available on the official website.

      Centers for Disease Control and Prevention. NVSS-birth data. Centers for Disease Control and Prevention Website. 2021. Available at: https://www.cdc.gov/nchs/nvss/births.htm. Accessed March 14, 2021.

      All data variables recorded are included in the files for secondary analysis.

      Centers for Disease Control and Prevention. NVSS-birth data. Centers for Disease Control and Prevention Website. 2021. Available at: https://www.cdc.gov/nchs/nvss/births.htm. Accessed March 14, 2021.

      A limited number of these were used in the final dataset. Data were cleaned and compiled by NVSS and checked for internal consistency, outliers, and missing data according to CDC guidance and according to biologically implausible values.

      Centers for Disease Control and Prevention. NVSS-birth data. Centers for Disease Control and Prevention Website. 2021. Available at: https://www.cdc.gov/nchs/nvss/births.htm. Accessed March 14, 2021.

      Guidance for use of NVSS natality public use data was adhered to.
      Centers for Disease Control and Prevention
      User guide to the 2009 natality public use file.
      The analysis time period was from January 2014 to December 2018. This period was chosen because a number of changes were made to the national birth file in 2014 after a review by the National Association for Public Health Statistics and Information Systems and the NCHS Good-to-Great Committee.
      Centers for Disease Control and Prevention
      Deletion of data items from the birth and fetal death national files.
      Thus, inclusion of pre-2014 data would cause difficulty in deducing whether changes observed were true data changes or owing to data capture. The final date was chosen on the basis of the most recently published data at time of data cleaning.

      Inclusion and exclusion criteria

      We extracted birth certificate data on all infants delivered in the United States between January 1, 2014 and December 31, 2018. Analyses were restricted to singleton, live-born infants with no severe congenital anomalies.
      Centers for Disease Control and Prevention
      Birth defects surveillance: a manual for programme managers.
      Records from regions that do not record ACT use, and those where gestation, ACT use, or neonatal unit admission were unknown, were excluded. The obstetrical estimate of gestational age, based on the birth attendant’s final estimate of gestation, in completed weeks and as recorded in the birth certificate, was used. The gestational age at steroid exposure was unknown.

      Outcome variables

      The primary outcome for this study was ACT administration in births at 34+0 to 36+6 weeks’ gestation. To test the robustness of our results, a control ITS analysis was repeated in births at 28+0 to 31+6 weeks. Secondary outcomes included ACT administration in births at 32+0 to 33+6 weeks (explored to analyze whether the intervention influenced ACT administration in women approaching 34 weeks’ gestation) and ACT administration in women at ≥37 weeks’ gestation (to explore if the intervention influenced the number of term babies exposed to ACT born at or beyond term). Births at <28 weeks were not included in any analysis because of variation and potential changes in practice of care of periviable or extreme preterm births within the study period.

      Bias

      The rate of ACT in births at 28+0 to 31+6 weeks’ gestation was used as an intervention-control ITS because there was no national change to ACT guidelines in this gestational age window during the study period, controlling for potential history bias because of cointerventions. A before-after counterfactual model was used to predict the proportion of births at 34+0 to 36+6 weeks’ gestation that would have been exposed to ACT, in the absence of the intervention.
      • Bernal J.L.
      • Cummins S.
      • Gasparrini A.
      Interrupted time series regression for the evaluation of public health interventions: a tutorial.

      Impact model

      We hypothesized a priori that the intervention would result in an immediate level and a gradual slope change, given that the intervention was implemented gradually, with data being published online before publishing in print. We used February 2016, when data were first presented and published online, as the intervention breakpoint. No cointerventions were expected because there were no additional guideline changes that could have affected the outcome during the study period.

      Statistical methods

      We used a population-based ITS analysis, fitting a log-linear Poisson regression model, with log total births administered ACT at each gestation as the dependent variable. The model for each gestational age category included total number of births as an offset variable to model rates, adjusting for changes in the population over time,
      • Bernal J.L.
      • Cummins S.
      • Gasparrini A.
      Interrupted time series regression for the evaluation of public health interventions: a tutorial.
      the intervention as a dummy variable, and months as a linear variable. Slope changes were modeled using an interaction between centered time and intervention indicator. Initial analysis confirmed the data for 34+0 to 36+6 weeks’ and ≥37 weeks’ gestation did not fit the statistical assumptions of a Poisson distribution, showing overdispersion (data not shown). A negative binomial regression model was chosen, allowing greater flexibility with overdispersed count data.
      Spatial autocorrelation was assessed by examining residual plots, using the Durbin Watson statistic and plotting the autocorrelation function (ACF) and partial autocorrelation function (PACF). Seasonal autocorrelation was assessed by plotting raw time-series data, ACF, PACF and decomposing the time series. Spatial autocorrelation was adjusted for through inclusion of a lagged dependent variable. Seasonal autocorrelation was addressed by inclusion of harmonic terms and 2 sine/cosine pairs per 12-month period.
      Primary (unadjusted) linear models fitted to the data allowed gradual (slope) changes in ACT administration to be analyzed.
      • Bernal J.L.
      • Cummins S.
      • Gasparrini A.
      Interrupted time series regression for the evaluation of public health interventions: a tutorial.
      Secondary (adjusted) models accounted for seasonality in ACT rates and autocorrelation through inclusion of lagged dependent variable and harmonic terms. These were fitted to estimate the immediate (level) change in ACT administration after the intervention. Adjusted models performed better than unadjusted models, as assessed by the Akaike information criterion and Bayesian information criterion, suggesting a significant deviation from linearity, confirmed through residual analysis.
      In preparatory ITS analyses, regression models were fitted to preintervention data to estimate the counterfactual scenario. This was compared with the observed trends after the intervention, allowing both immediate and gradual changes in ACT rates to be captured. An intervention-control analysis of births at 28+0 to 31+6 weeks’ gestation was performed as a control. A Poisson regression model was fitted.
      Additional regression models were tested in sensitivity analyses, including models allowing only level change, with additional sine/cosine pairs, and with the intervention point at April 2016, when the data were first published in print.
      A post hoc subgroup analysis was performed in women with pregestational diabetes mellitus. Women with pregestational diabetes mellitus on medication were excluded from the ALPS trial. Standard care for women with pregestational diabetes mellitus is insulin therapy, and many others are on alternative medication.
      • Kalra B.
      • Gupta Y.
      • Singla R.
      • Kalra S.
      Use of oral anti-diabetic agents in pregnancy: a pragmatic approach.
      Thus, we used this population to explore whether ALPS findings were extrapolated to populations not included in the trial.
      A detailed statistical analysis protocol was made publicly available at the Open Science Framework on April 18, 2021.
      • Stock S.J.
      • Kearsey E.
      • Been J.V.
      The Impact of the Antenatal Late preterm Steroids Study on the administration of Antenatal corticosteroids: an Interrupted Time Series Analysis. Open Science Framework Website.
      All analyses were performed in R (version 3.6.3; R Foundation for Statistical Computing, Vienna, Austria).
      Summary statistics were derived and stratified by outcome. Statistical significance (2-sided) was accepted at the 5% level with corresponding 95% confidence intervals (CIs) presented. Descriptive statistics used mean (SD), median (interquartile range), and counts (with percentages), as appropriate. All hypothesis tests were 2-sided.

      Results

      Between January 1, 2014 and December 31, 2018, there were 19,133,773 births. We excluded 658,025 (3.44%) multiple births, 298,073 (1.56%) singleton pregnancies with congenital anomalies, 128,170 births from nonreporting regions (0.67%), 11,511 (0.06%) births with missing gestation data, and 6044 (0.03%) births with missing ACT administration data. This left 18,031,950 births (94.24% of all births) for analysis. Of these, 1,056,047 (5.9%) were births at 34+0 to 36+6 weeks’ gestation, 123,788 (0.7%) at 28+0 to 31+6 weeks, 153,708 (0.9%) at 32+0 to 33+6 weeks, and 16,602,699 (92.1%) at ≥37 weeks. There were 95,708 (0.5%) births at <28 weeks’ gestation. Characteristics of the cohort, stratified by gestational age, are shown in Table 1.
      Table 1Maternal, newborn, and subgroup characteristics of the cohort, stratified by gestational age
      LabelLevels<28 wk28–31 wk32–33 wk34–36 wkTerm/postterm
      Total N (%)95,708 (0.5)123,788 (0.7)153,708 (0.9)1,056,047 (5.9)16,602,699 (92.1)
      Maternal ageUnder 207724 (8.1)8579 (6.9)10,122 (6.6)65,545 (6.2)929,144 (5.6)
      20–24 y21,572 (22.5)26,472 (21.4)31,968 (20.8)222,498 (21.1)3,481,476 (21.0)
      25–29 y25,934 (27.1)32,579 (26.3)40,224 (26.2)289,281 (27.4)4,869,835 (29.3)
      30–34 y23,059 (24.1)31,364 (25.3)40,081 (26.1)276,508 (26.2)4,622,527 (27.8)
      35–39 y13,708 (14.3)18,941 (15.3)24,115 (15.7)158,282 (15.0)2,220,950 (13.4)
      40–44 y3430 (3.6)5381 (4.3)6524 (4.2)40,391 (3.8)448,648 (2.7)
      45 y and over281 (0.3)472 (0.4)674 (0.4)3542 (0.3)30,119 (0.2)
      Maternal raceNon-Hispanic White32,524 (34.0)51,060 (41.2)67,970 (44.2)502,826 (47.6)8,728,812 (52.6)
      Non-Hispanic Black32,781 (34.3)33,159 (26.8)35,092 (22.8)195,387 (18.5)2,278,605 (13.7)
      Hispanic21,670 (22.6)27,935 (22.6)35,860 (23.3)253,289 (24.0)3,902,498 (23.5)
      Non-Hispanic other or more than 1 race7295 (7.6)10,451 (8.4)13,385 (8.7)96,147 (9.1)1,560,902 (9.4)
      Origin unknown1438 (1.5)1183 (1.0)1401 (0.9)8398 (0.8)131,882 (0.8)
      BMI category (kg/m2)<18.53221 (3.4)5046 (4.1)6583 (4.3)44,284 (4.2)557,721 (3.4)
      18.5–24.929,898 (31.2)44,234 (35.7)57,308 (37.3)412,742 (39.1)7,203,284 (43.4)
      25.0–29.922,129 (23.1)29,120 (23.5)36,383 (23.7)255,058 (24.2)4,221,305 (25.4)
      30.0–34.915,963 (16.7)19,344 (15.6)23,117 (15.0)156,422 (14.8)2,295,139 (13.8)
      35.0–39.99317 (9.7)10,571 (8.5)12,551 (8.2)82,484 (7.8)1,104,432 (6.7)
      ≥40.07773 (8.1)8412 (6.8)10,027 (6.5)65,959 (6.2)766,423 (4.6)
      Unknown7407 (7.7)7061 (5.7)7739 (5.0)39,098 (3.7)454,395 (2.7)
      Payment sourceMedicaid50,592 (52.9)64,189 (51.9)78,121 (50.8)515,188 (48.8)7,043,789 (42.4)
      Private insurance35,480 (37.1)48,755 (39.4)62,246 (40.5)452,217 (42.8)8,096,313 (48.8)
      Other8533 (8.9)9827 (7.9)12,110 (7.9)81,116 (7.7)1,354,852 (8.2)
      Unknown1103 (1.2)1017 (0.8)1231 (0.8)7526 (0.7)107,745 (0.6)
      ParityPrimiparous33,356 (34.9)41,337 (33.4)49,436 (32.2)315,778 (29.9)5,278,435 (31.8)
      Multiparous61,180 (63.9)81,285 (65.7)102,964 (67.0)732,239 (69.3)11,217,854 (67.6)
      Unknown1172 (1.2)1166 (0.9)1308 (0.9)8030 (0.8)106,410 (0.6)
      Cigarette useYes9802 (10.2)13,867 (11.2)17,584 (11.4)110,318 (10.4)1,173,823 (7.1)
      No84,208 (88.0)108,320 (87.5)134,334 (87.4)935,053 (88.5)15,292,070 (92.1)
      Unknown1698 (1.8)1601 (1.3)1790 (1.2)10,676 (1.0)136,806 (0.8)
      Hypertensive disorderPrepregnancy hypertension5258 (5.5)8285 (6.7)9158 (6.0)43,617 (4.1)247,191 (1.5)
      Gestational hypertension8941 (9.3)23,085 (18.6)28,224 (18.4)146,106 (13.8)844,132 (5.1)
      Preeclampsia797 (0.8)1846 (1.5)1866 (1.2)7033 (0.7)20,911 (0.1)
      Unknown176 (0.2)162 (0.1)151 (0.1)954 (0.1)8563 (0.1)
      None80,536 (84.1)90,410 (73.0)114,309 (74.4)858,337 (81.3)15,481,902 (93.2)
      Diabetes mellitusGestational diabetes mellitus3165 (3.3)8533 (6.9)13,218 (8.6)94,072 (8.9)945,582 (5.7)
      Prepregnancy diabetes mellitus2006 (2.1)3574 (2.9)5111 (3.3)27,533 (2.6)114,991 (0.7)
      None90,361 (94.4)111,519 (90.1)135,228 (88.0)933,488 (88.4)15,533,563 (93.6)
      Unknown176 (0.2)162 (0.1)151 (0.1)954 (0.1)8563 (0.1)
      Previous preterm birthPrevious preterm birth9881 (10.3)14,332 (11.6)18,133 (11.8)101,660 (9.6)402,749 (2.4)
      No previous preterm birth85,651 (89.5)109,294 (88.3)135,424 (88.1)953,433 (90.3)16,191,387 (97.5)
      Unknown176 (0.2)162 (0.1)151 (0.1)954 (0.1)8563 (0.1)
      Mode of birthVaginal48,374 (50.5)46,450 (37.5)70,989 (46.2)633,526 (60.0)11,735,276 (70.7)
      Cesarean delivery47,279 (49.4)77,306 (62.5)82,685 (53.8)422,206 (40.0)4,862,431 (29.3)
      Unknown55 (0.1)32 (0.0)34 (0.0)315 (0.0)4992 (0.0)
      Sex of infantFemale44,389 (46.4)57,024 (46.1)69,323 (45.1)488,240 (46.2)8,149,654 (49.1)
      Male51,319 (53.6)66,764 (53.9)84,385 (54.9)567,807 (53.8)8,453,045 (50.9)
      BirthweightMean (SD)734.3 (308.9)1466.2 (474.5)1995.6 (445.6)2667.2 (494.6)3382.0 (460.4)
      BMI, body mass index; SD, standard deviation.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Before the intervention, the percentage of women with births at 34+0 to 36+6 weeks’ gestation administered ACT stayed level at an average of 5.12%. An immediate increase in ACT administration in women with births at 34+0 to 36+6 weeks’ gestation was observed after the intervention, followed by a gradual increase until the end of the study period.
      The effects of online publication of the ALPS trial in February 2016 on ACT administration in each gestational category are summarized in Table 2. The table exhibits incidence risk ratios (IRRs), comparing the periods before and after February 2016. There was a statistically significant level change increase in ACT rate in the 34+0 to 36+6 weeks’ gestation age category in the unadjusted linear and seasonally adjusted models (adjusted IRR, 1.48; 95% CI, 1.36–1.61; P=.00) (Figure 1). There was also a significant change to postintervention slope in the unadjusted linear model, with a statistically significant increase in ACT rate (IRR, 1.02; 95% CI, 1.01–1.03; P=.00) (Figure 2).
      Table 2Effect of the intervention on administration rates of antenatal corticosteroids
      Gestational age categoryStep change (IRR)Step change 95% CIStep change

      P value
      Slope change (IRR)Slope change 95% CISlope change

      P value
      28–31 wk1.040.99–1.09.111.000.99–1.00.97
      32–33 wk1.030.99–1.08.130.990.99–1.00.27
      34–36 wk1.481.36–1.61.001.021.01–1.03.00
      >37 wk1.121.05–1.18.001.011.00–1.01.00
      Parameter estimates (IRR), 95% CIs, and P values from the regression models. For each subgroup of gestational age, the IRRs and 95% CIs for level change are given for the time and seasonally adjusted model. IRRs and 95% CIs for slope change after the intervention from the unadjusted linear model are shown. P<.05.
      CI, confidence interval; IRR, incidence rate ratio.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Figure thumbnail gr1
      Figure 1Time Series Plots of ACT Administration in Gestational Age Categories
      Time-series plots with linear adjusted regression models and counterfactual models showing ACT administration in each gestational age category. Seasonally adjusted models of antenatal corticosteroid administration rates at: (A) 28 to 31 weeks’ gestation, (B) 32 to 33 weeks’ gestation, (C) 34 to 36 weeks’ gestation, and (D) full-term gestation from 2014 to 2018.
      Red line shows the observed rate and the blue dotted line the predicted counterfactual rate based on the regression model adjusted for seasonality and autocorrelation; gray box represents the postintervention period (after February 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Figure thumbnail gr2
      Figure 2Time Series Plots of ACT Administration in Gestational Age Categories
      Time-series plots with nonlinear unadjusted regression models and linear adjusted regression models in each gestational age category. Seasonally adjusted models of antenatal corticosteroid administration rates at: (A) 28 to 31 weeks’ gestation, (B) 32 to 33 weeks’ gestation, (C) 34 to 36 weeks’ gestation, and (D) full-term gestation from 2014 to 2018.
      Red line shows the observed rate based on regression model adjusted for seasonality and autocorrelation; the black line shows the observed rate based on the nonadjusted model; gray box represents the postintervention period (after February 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      There was no statistically significant level change in ACT rate in the control group (28+0 to 31+6 weeks’ gestation) in either the unadjusted linear or adjusted seasonal models (adjusted IRR, 1.04; 95% CI, 0.99–1.09; P=.11) (Figure 1). There was no significant change to postintervention slope in the unadjusted linear model (IRR, 1.00; 95% CI, 0.99–1.00; P=.97) (Figure 2). In the 32+0 to 33+6 weeks’ gestation models, there was no level change in the unadjusted linear or adjusted seasonal models (adjusted IRR, 1.03; 95% CI, 0.99–1.08; P=.13) (Figure 1) and no significant change to postintervention slope in the unadjusted linear model (IRR, 0.99; 95% CI, 0.99–1.00; P=.27) (Figure 2).
      However, in births at ≥37 weeks’ gestation, there was a statistically significant level change increase in ACT rate in both the unadjusted linear and seasonally adjusted models (adjusted IRR, 1.12; 95% CI, 1.06–1.18; P=.00) (Figure 1). There was also a significant change to postintervention slope in the unadjusted linear model, with a statistically significant increase in ACT rate (IRR, 1.01; 95% CI, 1.00–1.01; P=.00) (Figure 2), thus showing a statistically significant increase in full-term babies born at ≥37 weeks’ gestation being exposed to ACT. Characteristics of babies born at ≥37 weeks’ gestation who were and were not exposed to ACT are shown in the Supplemental Table.
      All models tested in sensitivity analyses showed increased ACT administration rates in women with births at 34+0 to 36+6 weeks’ gestation after February 2016 (Appendix A). Post hoc subgroup analysis showed a statistically significant increase in ACT administration in women with pregestational diabetes mellitus (IRR, 1.93; 95% CI, 1.56–2.39; P=.00) (Appendix B).

      Discussion

      Principal findings

      This study is the first to analyze whether publication of ALPS data affected ACT administration in late preterm birth. The analyses indicate that publication of ALPS data in February 2016 resulted in a significant increase in ACT administration rates in infants born at 34+0 to 36+6 weeks in the United States. There was no corresponding change in ACT rates in the control group (28+0 to 31+6 weeks), indicating a causal relationship between publication of ALPS data and the significant change seen in ACT administration rates in late-preterm infants. The publication of ALPS data was also associated with a statistically significant increase in ACT administration in infants born at ≥37 weeks’ gestation in the United States.

      Strengths and limitations

      Percentage rates of ACT administration in all gestational ages seem low. This may be partially because of not all eligible women receiving ACT
      • Burguet A.
      • Ferdynus C.
      • Thiriez G.
      • et al.
      Very preterm birth: who has access to antenatal corticosteroid therapy?.
      ; studies suggesting 75% to 86% of eligible women being administered ACT in United States
      • Wirtschafter D.D.
      • Danielsen B.H.
      • Main E.K.
      • et al.
      Promoting antenatal steroid use for fetal maturation: results from the California Perinatal Quality Care Collaborative.
      imply underreporting of administration within the NVSS dataset. Nevertheless, it seems unlikely that ALPS would influence reporting levels, and our study reported no change in our control gestation category. Underreporting is therefore unlikely to bias the ITS methodology. This study lacked control for time-varying confounders; this limitation was minimized through a priori model specification and an offset variable in our regression model.
      • Bernal J.L.
      • Cummins S.
      • Gasparrini A.
      Interrupted time series regression for the evaluation of public health interventions: a tutorial.
      Strengths of this study include the intervention-control comparison, controlling for history bias, and allowing greater causality to be drawn from the observed significant effects of the intervention.

      Clinical implications

      The study demonstrates that the ALPS trial publication has influenced clinical practice. Because of the large number of late-preterm infants,
      • Karnati S.
      • Kollikonda S.
      • Abu-Shaweesh J.
      Late preterm infants-changing trends and continuing challenges.
      this swift and successful implementation is likely to have reduced respiratory morbidities. However, taking into consideration that the ALPS trial found a 60% increase in hypoglycemia with ACT vs placebo, the increased ACT use in this population may have resulted in harm.
      • Gyamfi-Bannerman C.
      • Thom E.A.
      • Blackwell S.C.
      • et al.
      Antenatal betamethasone for women at risk for late preterm delivery.
      There is conflicting evidence over whether neonatal hypoglycemia is associated with long-term harm.
      • McKinlay C.J.
      • Alsweiler J.M.
      • Ansell J.M.
      • et al.
      Neonatal glycemia and neurodevelopmental outcomes at 2 years.
      ,
      • Kaiser J.R.
      • Bai S.
      • Gibson N.
      • et al.
      Association between transient newborn hypoglycemia and fourth-grade achievement test proficiency: a population-based study.
      Furthermore, the lack of long-term follow-up data results in uncertainty about sustained health benefits or the absence of long-term effects. Adverse effects on neurodevelopment,
      • Räikkönen K.
      • Gissler M.
      • Kajantie E.
      Associations between maternal antenatal corticosteroid treatment and mental and behavioral disorders in children.
      ,
      • Savoy C.
      • Ferro M.A.
      • Schmidt L.A.
      • Saigal S.
      • Van Lieshout R.J.
      Prenatal betamethasone exposure and psychopathology risk in extremely low birth weight survivors in the third and fourth decades of life.
      ,
      • Wolford E.
      • Lahti-Pulkkinen M.
      • Girchenko P.
      • et al.
      Associations of antenatal glucocorticoid exposure with mental health in children.
      birthweight,
      • Thorp J.A.
      • Jones P.G.
      • Knox E.
      • Clark R.H.
      Does antenatal corticosteroid therapy affect birth weight and head circumference?.
      ,
      • Murphy K.E.
      • Willan A.R.
      • Hannah M.E.
      • et al.
      Effect of antenatal corticosteroids on fetal growth and gestational age at birth.
      and metabolic disease
      • McLaughlin K.J.
      • Crowther C.A.
      • Walker N.
      • Harding J.E.
      Effects of a single course of corticosteroids given more than 7 days before birth: a systematic review.
      have been associated with term birth after ACT exposure.
      The ALPS trial excluded women with pregestational diabetes mellitus on medication before pregnancy.
      • Gyamfi-Bannerman C.
      • Thom E.A.
      • Blackwell S.C.
      • et al.
      Antenatal betamethasone for women at risk for late preterm delivery.
      Although our study was unable to specifically analyze women with pregestational diabetes mellitus on medication, subgroup analysis of all women with pregestational diabetes mellitus showed an increase in ACT rates after ALPS publication, demonstrating a possible indication creep. The SMFM have published an update specifically recommending against women with pregestational diabetes mellitus receiving ACT
      Society for Maternal-Fetal Medicine (SMFM)
      Electronic address: [email protected], Reddy UM, Deshmukh U, Dude A, Harper L, Osmundson SS. Society for Maternal-Fetal Medicine Consult Series #58: use of antenatal corticosteroids for individuals at risk for late preterm delivery: replaces SMFM Statement #4, implementation of the use of antenatal corticosteroids in the late preterm birth period in women at risk for preterm delivery, August 2016.
      given the risk of worsening neonatal hypoglycemia.
      • Shand A.W.
      • Bell J.C.
      • McElduff A.
      • Morris J.
      • Roberts C.L.
      Outcomes of pregnancies in women with pre-gestational diabetes mellitus and gestational diabetes mellitus; a population-based study in New South Wales, Australia, 1998-2002.
      Our findings therefore suggest this indication creep may result in potential harm.
      Our study demonstrates increased ACT administration rates in late-preterm infants immediately after online publication of the ALPS study and a continual increase throughout the study, maximizing potential patient benefit. This is likely attributable to the instantaneous communication available to clinicians in the 21st century. The timing of increased ACT use relates to publication and presentation of trial findings, and predates guideline change.

      Research implications

      In addition to an increase in ACT administration rates in late-preterm infants, there was an increase in term-born babies receiving ACT. This may be attributed to the challenge of predicting the timing of imminent preterm delivery. The ALPS study reported that 16% of women who received ACT delivered at full-term.
      • Gyamfi-Bannerman C.
      Antenatal late preterm steroids (ALPS): a randomized trial to reduce neonatal respiratory morbidity.
      Full-term infants do not suffer from the same risk of respiratory morbidities and mortality as those born preterm, nor benefit from ACT, and can therefore become unnecessarily exposed to potential harm via ACT. The challenge of predicting delivery timing may result in births outside the optimal window for ACT, reducing treatment efficacy and causing potential harm.
      • McLaughlin K.J.
      • Crowther C.A.
      • Walker N.
      • Harding J.E.
      Effects of a single course of corticosteroids given more than 7 days before birth: a systematic review.
      Further studies are needed to optimize timing of ACT administration, and developing better ways to accurately diagnose preterm labor is of key importance.

      Conclusions

      This study has shown that ALPS trial publication resulted in increased ACT administration rates in late preterm and full-term births, showing that the ALPS trial findings were rapidly implemented in clinical practice. However, there was a concurrent increase in ACT administration rates in infants born at ≥37 weeks’ gestation. Until ACT’s long-term effects are elucidated, efforts should be made to improve the prediction of preterm delivery, minimizing unnecessary exposure to ACT.

      Appendix A

      Figure thumbnail fx1
      Supplemental Figure 1Time Series Plot of ACT Administration Rate in 34-36 Weeks Gestation
      Seasonally adjusted model of antenatal corticosteroid administration rate at 34 to 36 weeks’ gestation, with intervention point set on April 2016. Red line shows the observed rate based on regression model adjusted for seasonality and autocorrelation; gray box represents the postintervention period (after April 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Figure thumbnail fx2
      Supplemental Figure 2Time Series Plot of ACT Administration Rate in 34-36 Weeks Gestation
      Seasonally adjusted model of antenatal corticosteroid administration rate at 34 to 36 weeks’ gestation with additional sine/cosine pairs. Red line shows the observed rate based on regression model adjusted for seasonality and autocorrelation; gray box represents the postintervention period (after February 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Figure thumbnail fx3
      Supplemental Figure 3Time Series Plot of ACT Administration Rate in 34-36 Weeks Gestation
      Seasonally adjusted model of antenatal corticosteroid administration rate at 34 to 36 weeks’ gestation with no slope change. Red line shows the observed rate based on regression model adjusted for seasonality and autocorrelation; gray box represents the postintervention period (after February 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.

      Appendix B

      Figure thumbnail fx4
      Supplemental Figure 4Antenatal Corticosteroid Therapy in Pregestational Diabetics Birth 34-36 Weeks
      Seasonally adjusted model of antenatal corticosteroid administration rates in women with pregestational diabetes mellitus from 2014 to 2018. Red line shows the observed rate and the blue dotted line the predicted counterfactual rate based on the regression model adjusted for seasonality and autocorrelation; gray box represents the postintervention period (after February 2016).
      ACT, antenatal corticosteroid therapy.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.
      Supplemental TableCharacteristics of births at ≥37 weeks’ gestation stratified by whether antenatal corticosteroid therapy was received
      CharacteristicsNo ACTACT
      Total N (%)16,519,304 (99.5)83,395 (0.5)
      Maternal age
       Under 20924,132 (5.6)5012 (6.0)
       20–24 y3,463,321 (21.0)18,155 (21.8)
       25–29 y4,845,684 (29.3)24,151 (29.0)
       30–34 y4,600,380 (27.8)22,147 (26.6)
       35–39 y2,209,858 (13.4)11,092 (13.3)
       40–44 y446,029 (2.7)2619 (3.1)
       45 y and over29,900 (0.2)219 (0.3)
      Maternal race
       Non-Hispanic White8,681,999 (52.6)46,813 (56.1)
       Non-Hispanic Black2,263,916 (13.7)14,689 (17.6)
       Hispanic3,887,747 (23.5)14,751 (17.7)
       Non-Hispanic other or >1 race1,554,450 (9.4)6452 (7.7)
       Origin unknown131,192 (0.8)690 (0.8)
      BMI category (kg/m2)
       <18.5554,049 (3.4)3672 (4.4)
       18.5–24.97,168,610 (43.4)34,674 (41.6)
       25.0–29.94,200,957 (25.4)20,348 (24.4)
       30.0–34.92,283,393 (13.8)11,746 (14.1)
       35.0–39.91,098,192 (6.6)6240 (7.5)
       ≥40.0761,343 (4.6)5080 (6.1)
       Unknown452,760 (2.7)1635 (2.0)
      Payment source
       Medicaid7,006,050 (42.4)37,739 (45.3)
       Private insurance8,055,391 (48.8)40,922 (49.1)
       Other1,350,500 (8.2)4352 (5.2)
       Unknown107,363 (0.6)382 (0.5)
      Parity
       Primiparous5,254,906 (31.8)23,529 (28.2)
       Multiparous11,158,309 (67.5)59,545 (71.4)
       Unknown106,089 (0.6)321 (0.4)
      Cigarette use
       Yes1,165,440 (7.1)8383 (10.1)
       No15,217,563 (92.1)74,507 (89.3)
       Unknown136,301 (0.8)505 (0.6)
      Hypertensive disorder
       Prepregnancy hypertension243,833 (1.5)3358 (4.0)
       Gestational hypertension833,173 (5.0)10,959 (13.1)
       Preeclampsia20,661 (0.1)250 (0.3)
       Unknown8520 (0.1)43 (0.1)
       None15,413,117 (93.3)68,785 (82.5)
      Diabetes mellitus
       Prepregnancy diabetes mellitus113,796 (0.7)1195 (1.4)
       Gestational diabetes mellitus938,850 (5.7)6732 (8.1)
       None15,458,138 (93.6)75,425 (90.4)
       Unknown8520 (0.1)43 (0.1)
      Previous preterm birth
       Previous preterm birth392,226 (2.4)10,523 (12.6)
       No previous preterm birth16,118,558 (97.6)72,829 (87.3)
       Unknown8520 (0.1)43 (0.1)
      Gestational age
       Mean (SD)39.0 (1.1)38.2 (1.1)
      Mode of birth
       Vaginal11,682,893 (70.7)52,383 (62.8)
       Cesarean delivery4,831,437 (29.2)30,994 (37.2)
       Unknown4974 (0.0)18 (0.0)
      Sex of infant
       Female8,109,406 (49.1)40,248 (48.3)
       Male8,409,898 (50.9)43,147 (51.7)
      Birthweight
       Mean (SD)3383.0 (459.8)3174.7 (527.8)
      ACT, antenatal corticosteroid therapy; BMI, body mass index; SD, standard deviation.
      Kearsey. The impact of the Antenatal Late Preterm Steroids trial. Am J Obstet Gynecol 2022.

      Supplementary Data

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