Bio


I am an Instructor and incoming Assistant Professor (starting 12/1/22) in the Dunlevie Maternal-Fetal Medicine Center (https://dunleviemfm.stanford.edu/) and am a faculty member of the California Maternal Quality Care Collaborative (CMQCC https://www.cmqcc.org/) and the Maternal and Child Health Research Institute. The overall goal of my research is to advance equitable, positive health experiences and outcomes for pregnant individuals. I'm particularly interested in applying transdisciplinary, state-of-the-art methods to perinatal health research, with a focus on pregnancy-related morbidities. I trained in epidemiology at UCLA and UC Berkeley, where my research focused on nutrition in pregnancy and was completed in partnership with the WIC program and the Nutrition Policy Institute. Since joining Stanford, my research has focused on severe pregnancy-related complications, which has been in close partnership with CMQCC, a statewide quality improvement organization. I completed my postdoc in Neonatology as part of the Stanford Center for Population Health Sciences. In 2019, I joined the Department of Obstetrics and Gynecology as an Instructor and Senior Biostatistician. I have obtained independent funding for my research from the Eunice K. Shriver National Institute of Child Health and Development (F32 postdoctoral award), MCHRI (postdoc award and structural disparities program award), Spectrum (pilot grant), WIC, and the March of Dimes. I have also collaborated on multiple obstetrical studies, including qualitative studies, clinical trials, and prospective and retrospective observational studies.

Honors & Awards


  • Ruth L. Kirschstein National Research Service Award Individual Postdoctoral Fellowship (F32HD091945), Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD) (2017-2019)
  • Postdoctoral Fellowship, Stanford Child Health Research Institute (CHRI) (2018-2019)

Professional Education


  • PhD, University of California, Berkeley, Epidemiology
  • MS, University of California, Los Angeles, Epidemiology
  • BS, Cornell University, Human Biology, Health and Society (Minor in Global Health)

All Publications


  • Severity of small-for-gestational-age and morbidity and mortality among very preterm neonates. Journal of perinatology : official journal of the California Perinatal Association Minor, K. C., Bianco, K., Sie, L., Druzin, M. L., Lee, H. C., Leonard, S. A. 2022

    Abstract

    Evaluate the association between small for gestational age (SGA) severity and morbidity and mortality in a contemporary, population of very preterm infants.This secondary analysis of a California statewide database evaluated singleton infants born during 2008-2018 at 24-32 weeks' gestation, with a birthweight <15th percentile. We analyzed neonatal outcomes in relation to weight for gestational age (WGA) and symmetry of growth restriction.An increase in WGA by one z-score was associated with decreased major morbidity or mortality risk (aRR 0.73, 95% CI 0.68-0.77) and other adverse outcomes. The association was maintained across gestational ages and did not differ by fetal growth restriction diagnosis. Symmetric growth restriction was not associated with neonatal outcomes after standardizing for gestational age at birth.Increasing SGA severity had a significant impact on neonatal outcomes among very preterm infants.

    View details for DOI 10.1038/s41372-022-01544-w

    View details for PubMedID 36302849

  • Validation of ICD-10-CM Diagnosis Codes for Gestational Age at Birth. Epidemiology (Cambridge, Mass.) Leonard, S. A., Panelli, D. M., Gould, J. B., Gemmill, A., Main, E. K. 2022

    Abstract

    The International Classification of Diseases Clinical Modification 10th Revision (ICD-CM-10) introduced diagnosis codes for week of gestation. Our objective was to assess the validity of these codes among live births, which could have major utility in perinatal research and quality improvement.We used linked birth certificate and patient discharge data from births in California during 2016-2019 (N = 1,843,992). We identified gestational age using Z3A.xx ICD-10-CM diagnosis codes in birthing patient discharge data and compared it with the gold standard of obstetric estimate, as recorded on the birth certificate. We further assessed sensitivity and specificity of gestational age categories (≥37 weeks, <37 weeks, <32 weeks, <28 weeks), given these categories are frequently of interest, and evaluated differences in validity of preterm birth (<37 weeks' gestation) by patient characteristics.1,770,103 patients had a gestational age recorded in patient discharge and birth certificate data. When comparing gestational age in patient discharge data with birth certificate data, the concordance correlation coefficient was 0.96 (95% CI: 0.96, 0.96) and the mean difference between the two measurements was 0.047 (95% CI: 0.046, 0.047) weeks. 95% of the differences between the two measurements were between -1.00 week and +1.09 weeks. Sensitivity and specificity were 0.94 to 1.00 for all gestational age categories and were 0.94 to 1.00 for preterm birth across sociodemographic groups.We found week-specific gestational age at delivery ICD-10-CM diagnosis codes in patient discharge data to have high validity when compared with the best obstetric estimate on the birth certificate.

    View details for DOI 10.1097/EDE.0000000000001557

    View details for PubMedID 36166206

  • Sexual and/or gender minority disparities in obstetric and birth outcomes. American journal of obstetrics and gynecology Leonard, S. A., Berrahou, I., Zhang, A., Monseur, B., Main, E. K., Obedin-Maliver, J. 2022

    Abstract

    Many sexual and/or gender minority individuals build families through pregnancy and childbirth, but it is unknown whether they experience different clinical outcomes than non-sexual and/or gender minority individuals.To evaluate obstetric and birth outcomes among likely sexual and/or gender minority patients in comparison with likely non-sexual and/or gender minority patients.We performed a population-based cohort study of live birth hospitalizations during 2016-2019 linked to birth certificates in California. California changed its birth certificate in 2016 to include gender-neutral fields "parent giving birth" and "parent not giving birth," with options for each role to specify "mother," "father," or "parent." We classified birthing patients in mother-mother partnerships and those who identified as a father in any partnership as likely sexual and/or gender minority, and classified birthing patients in mother-father partnerships as likely not sexual and/or gender minority. We used multivariable modified Poisson regression models to estimate risk ratios for associations between likely sexual and/or gender minority parental structures and outcomes. Models were adjusted for sociodemographic factors, comorbidities, and multifetal gestation selected by causal diagrams. We replicated analyses after excluding multifetal gestations.In the final birthing patient sample, 1,483,119 were mothers with father partners, 2,572 were mothers with mother partners, and 498 were fathers with any partner. Compared with birthing patients in mother-father partnerships, birthing patients in mother-mother partnerships experienced significantly higher rates of multifetal gestation (aRR 3.9, 95% CI 3.4-4.4), labor induction (aRR 1.2, 95% CI 1.1-1.3), postpartum hemorrhage (aRR 1.4, 95% CI 1.3-1.6), severe morbidity (aRR 1.4, 95% CI 1.2-1.8), and non-transfusion severe morbidity (aRR 1.4, 95% CI 1.1-1.9). Severe morbidity was identified following the Centers for Disease Control and Prevention "severe maternal morbidity" index. Gestational diabetes mellitus, hypertensive disorders of pregnancy, cesarean birth, preterm birth (<37 weeks' gestation), low birthweight (<2,500 g), and low Apgar score (<7 at 5 minutes) did not significantly differ in multivariable analyses. No outcomes significantly differed between father birthing patients in any partnership and birthing patients in mother-father partnerships in either crude or multivariable analyses, although the risk of multifetal gestation was non-significantly higher (aRR 1.5, 95% CI 0.9-2.7). Adjusted risk ratios for outcomes were similar after restriction to singleton gestations.Birthing mothers with mother partners experienced disparities in several obstetric and birth outcomes, independent of sociodemographic factors, comorbidities, and multifetal gestation. Birthing fathers in any partnership were not at significantly elevated risk of any adverse obstetric or birth outcome considered in this study.

    View details for DOI 10.1016/j.ajog.2022.02.041

    View details for PubMedID 35358492

  • "Ignored and Invisible": Perspectives from Black Women, Clinicians, and Community-Based Organizations for Reducing Preterm Birth. Maternal and child health journal Smith, K. L., Shipchandler, F., Kudumu, M., Davies-Balch, S., Leonard, S. A. 1800

    Abstract

    OBJECTIVES: The preterm birth rate for Black women in the U.S.is consistently higher than other racial groups. The crisis of preterm birth and adverse birth outcomes among Black people is a historical, systematic confluence of racism, stressors, and an unsupportive and hostile healthcare system. To inform the development of preterm birth risk reduction interventions, this study aimed to collect and synthesize the experiences of Black women who gave birth preterm along with clinicians and community-based organizations who serve them.METHODS: A qualitative study design was employed whereby nine focus groups and 17 key informant interviews that included Black women, clinicians, and representatives from community-based organizations were facilitated in Los Angeles County from March 2019 to March 2020. Participants were recruited through the organizations and the focus groups took place virtually and in person. The process of thematic analysis was employed to analyze the focus group and interview transcripts.RESULTS: Five overarching themes emerged from the data. Black women experience chronic and pregnancy-related stress, and have lasting trauma from adverse maternal health experiences. These issues are exacerbated by racism and cultural incongruence within healthcare and social services systems. Black women have relied on self-education and self-advocacy to endure the barriers related to racism, mistreatment, and their experiences with preterm birth.CONCLUSIONS FOR PRACTICE: Healthcare and social service providers must offer more holistic care that prioritizes, rather than ignores, the racial components of health, placing increased importance on implementing inclusive and culturally-appropriate patient education, attentiveness to patient needs, respectful care, and support for Black women.

    View details for DOI 10.1007/s10995-021-03367-1

    View details for PubMedID 35072869

  • Development and validation of a risk prediction index for severe maternal morbidity based on preconception comorbidities among infertile patients. Fertility and sterility Murugappan, G., Alvero, R. J., Lyell, D. J., Khandelwal, A., Leonard, S. A. 2021

    Abstract

    OBJECTIVE: To develop and validate a preconception risk prediction index for severe maternal morbidity (SMM), defined by the Centers for Disease Control and Prevention as indicators of a life-threatening complication, among infertile patients.DESIGN: Retrospective analysis of live births and stillbirths from 2007 to 2017 among infertile women.SETTING: National commercial claims database.PATIENT(S): Infertile women identified on the basis of diagnosis, testing, or treatment codes.INTERVENTION(S): None.MAIN OUTCOME MEASURE(S): The primary outcome was SMM, identified as any indicator from the Centers for Disease Control and Prevention Index except blood transfusion alone, which was found to overestimate cases. Twenty preconception comorbidities associated with a risk of SMM were selected from prior literature. Targeted ensemble learning methods were used to rank the importance of comorbidities as potential risk factors for SMM. The independent strength of the association between each comorbidity and SMM was then used to define each comorbidity's risk score.RESULT(S): Among 94,097 infertile women with a delivery, 2.3% (n = 2,181) experienced an SMM event. The highest risk of SMM was conferred by pulmonary hypertension, hematologic disorders, renal disease, and cardiac disease. Associated significant risks were lowest for substance abuse disorders, prior cesarean section, age ≥40 years, gastrointestinal disease, anemia, mental health disorders, and asthma. The receiver operating characteristic area under the curve for the developed comorbidity score was 0.66. Calibration plots showed good concordance between the predicted and actual risk of SMM.CONCLUSION(S): We developed and validated an index to predict the probability of SMM on the basis of preconception comorbidities in patients with infertility. This tool may inform preconception counseling of infertile women and support maternal health research initiatives.

    View details for DOI 10.1016/j.fertnstert.2021.06.024

    View details for PubMedID 34266662

  • Obstetric comorbidity scores and disparities in severe maternal morbidity across marginalized groups. American journal of obstetrics & gynecology MFM Leonard, S. A., Main, E. K., Lyell, D. J., Carmichael, S. L., Kennedy, C. J., Johnson, C., Mujahid, M. S. 2021: 100530

    Abstract

    A recently developed obstetric comorbidity scoring system enables comparisons of severe maternal morbidity rates independent of health status at the time of birth hospitalization. However, the scoring system has not been evaluated in racial-ethnic and socioeconomic groups or used to assess disparities in severe maternal morbidity.To evaluate the performance of applying an obstetric comorbidity scoring system across racial-ethnic and socioeconomic groups and to determine the effect of comorbidity score risk adjustment on disparities in severe maternal morbidity.We analyzed a population-based cohort of live births in California during 2011-2017 with linked birth certificate and birth hospitalization discharge data (n = 3,308,554). We updated a previously developed comorbidity scoring system to include ICD-9-CM and ICD-10-CM diagnosis codes, and applied the scoring system in subpopulations (groups) defined by race-ethnicity, nativity, payment method, and educational attainment. We then calculated risk-adjusted rates of severe maternal morbidity (including and excluding blood transfusion-only cases) in each group and estimated disparities for these outcomes before and after adjustment for the comorbidity score using logistic regression.The obstetric comorbidity scores performed consistently across groups (C-statistics ranged from 0.68-0.76; calibration curves demonstrated overall excellent prediction of absolute risk). All non-White groups had significantly elevated rates of severe maternal morbidity before and after risk adjustment for comorbidities compared to the White group (1.3% before, 1.3% after): American Indian-Alaska Native (2.1% before, 1.8% after), Asian (1.5% before, 1.7% after), Black (2.5% before, 2.0% after), Latinx (1.6% before, 1.7% after), Pacific Islander (2.2% before, 1.9% after), and Multi-race groups (1.7% before, 1.6% after). Risk adjustment also modestly increased disparities for the foreign-born group and non-commercial insurance groups. Increasing educational attainment was associated with decreasing severe maternal morbidity rates, which was largely unaffected by comorbidity risk adjustment. The pattern of results was the same whether or not transfusion-only cases were included as severe maternal morbidity.These results support the use of an updated comorbidity scoring system to assess disparities in severe maternal morbidity. Disparities in severe maternal morbidity decreased in magnitude for some racial-ethnic and socioeconomic groups and increased in magnitude for others after adjustment for the comorbidity score.

    View details for DOI 10.1016/j.ajogmf.2021.100530

    View details for PubMedID 34798329

  • An Expanded Obstetric Comorbidity Scoring System for Predicting Severe Maternal Morbidity. Obstetrics and gynecology Leonard, S. A., Kennedy, C. J., Carmichael, S. L., Lyell, D. J., Main, E. K. 2020

    Abstract

    OBJECTIVE: To develop and validate an expanded obstetric comorbidity score for predicting severe maternal morbidity that can be applied consistently across contemporary U.S. patient discharge data sets.METHODS: Discharge data from birth hospitalizations in California during 2016-2017 were used to develop the score. The outcomes were severe maternal morbidity, defined using the Centers for Disease Control and Prevention index, and nontransfusion severe maternal morbidity (excluding cases where transfusion was the only indicator of severe maternal morbidity). We selected 27 potential patient-level risk factors for severe maternal morbidity, identified using International Classification of Diseases, Tenth Revision, Clinical Modification diagnosis codes. We used a targeted causal inference approach integrated with machine learning to rank the risk factors based on adjusted risk ratios (aRRs). We used these results to assign scores to each comorbidity, which sum to a single numeric score. We validated the score in California and national data sets and compared the performance to that of a previously developed obstetric comorbidity index.RESULTS: Among 919,546 births, the rates of severe maternal morbidity and nontransfusion severe maternal morbidity were 168 and 74 per 10,000 births, respectively. The highest risk comorbidity was placenta accreta spectrum (aRR of 30.5 for severe maternal morbidity and 54.7 for nontransfusion severe maternal morbidity) and the lowest was gestational diabetes mellitus (aRR of 1.06 for severe maternal morbidity and 1.12 for nontransfusion severe maternal morbidity). Normalized scores based on the aRR were developed for each comorbidity, which ranged from 1 to 59 points for severe maternal morbidity and from 1 to 36 points for nontransfusion severe maternal morbidity. The overall performance of the expanded comorbidity scores was good (C-statistics were 0.78 for severe maternal morbidity and 0.84 for nontransfusion severe maternal morbidity in California data and 0.82 and 0.87, respectively, in national data) and improved on prior comorbidity indices developed for obstetric populations. Calibration plots showed good concordance between predicted and actual risks of the outcomes.CONCLUSION: We developed and validated an expanded obstetric comorbidity score to improve comparisons of severe maternal morbidity rates across patient populations with different comorbidity case mixes.

    View details for DOI 10.1097/AOG.0000000000004022

    View details for PubMedID 32769656

  • Weight gain during pregnancy and the risk of severe maternal morbidity by prepregnancy BMI. The American journal of clinical nutrition Leonard, S. A., Abrams, B., Main, E. K., Lyell, D. J., Carmichael, S. L. 2020

    Abstract

    BACKGROUND: High and low prepregnancy BMI are risk factors for severe maternal morbidity (SMM), but the contribution of gestational weight gain (GWG) is not well understood.OBJECTIVES: We evaluated associations between GWG and SMM by prepregnancy BMI group.METHODS: We analyzed administrative records from 2,483,684 Californian births (2007-2012), utilizing z score charts to standardize GWG for gestational duration. We fit the z scores nonlinearly and categorized GWG as above, within, or below the Institute of Medicine (IOM) recommendations after predicting equivalent GWG at term from the z score charts. SMM was defined using a validated index. Associations were estimated using multivariable logistic regression models.RESULTS: We found generally shallow U-shaped relations between GWG z score and SMM in all BMI groups, except class 3 obesity (≥40kg/m2), for which risk was lowest with weight loss. The weight gain amount associated with the lowest risk of SMM was within the IOM recommendations for underweight and class 2 obesity, but above the IOM recommendations for normal weight, overweight, and class 1 obesity. The adjusted risk ratios (RRs) and 95% CIs for GWG below the IOM recommendations, compared with GWG within the recommendations, were the following for underweight, normal weight, overweight, class 1 obesity, class 2 obesity, and class 3 obesity: 1.13 (0.99, 1.29), 1.09 (1.04, 1.14), 1.10 (1.01, 1.19), 1.07 (0.95, 1.21), 1.03 (0.88, 1.22), and 0.89 (0.73, 1.08), respectively. For GWG above the recommendations, the corresponding RRs and 95% CIs were 0.99 (0.84, 1.15), 1.04 (0.99, 1.08), 0.98 (0.92, 1.04), 1.03 (0.95, 1.13), 1.07 (0.94, 1.23), and 1.08 (0.91, 1.30), respectively.CONCLUSIONS: High and low GWG may be modestly associated with increased risk of SMM across BMI groups, except in women with class 3 obesity, for whom low weight gain and weight loss may be associated with decreased risk of SMM.

    View details for DOI 10.1093/ajcn/nqaa033

    View details for PubMedID 32119734

  • The contribution of maternal characteristics and cesarean delivery to an increasing trend of severe maternal morbidity. BMC pregnancy and childbirth Leonard, S. A., Main, E. K., Carmichael, S. L. 2019; 19 (1): 16

    Abstract

    Severe maternal morbidity - life-threatening childbirth complications - has more than doubled in the United States over the past 15 years, affecting more than 50,000 women (1.4% of deliveries) annually. During this time period, maternal age, obesity, comorbidities, and cesarean delivery also increased and may be related to the rise in severe maternal morbidity. We sought to evaluate: (1) the association of advanced maternal age, pre-pregnancy obesity, pre-pregnancy comorbidities, and cesarean delivery with severe maternal morbidity, and (2) whether changes in the prevalence of these risk factors affected the trend of severe maternal morbidity.This population-based cohort study used linked birth record and patient discharge data from live births in California during 2007-2014 (n = 3,556,206). We used multivariable logistic regression models to assess the association of advanced maternal age (≥35 years), pre-pregnancy obesity (body mass index ≥30 kg/m2), pre-pregnancy comorbidity (index of 12 conditions), and cesarean delivery with severe maternal morbidity prevalence and trends. Severe maternal morbidity was identified by an index of 18 diagnosis and procedure indicators. We estimated odds ratios, predicted prevalence, and population attributable risk percentages.The prevalence of severe maternal morbidity increased by 65% during 2007-2014. Advanced maternal age, pre-pregnancy obesity, and pre-pregnancy comorbidity also increased during this period, but cesarean delivery did not. None of these risk factors affected the increasing trend of severe maternal morbidity. However, the pre-pregnancy risk factors together were estimated to contribute to 13% (95% confidence interval: 12, 14%) of severe maternal morbidity cases in the study population overall, and cesarean delivery was estimated to contribute to 37% (95% confidence interval: 36, 38%) of cases.Pre-pregnancy health and cesarean delivery are important risk factors for severe maternal morbidity but do not explain an increasing trend of severe maternal morbidity in California during 2007-2014. Investigation of other potential contributors is needed in order to identify ways to reverse the trend of severe maternal morbidity.

    View details for DOI 10.1186/s12884-018-2169-3

    View details for PubMedID 30626349

    View details for PubMedCentralID PMC6327483

  • Risk of severe maternal morbidity in relation to prepregnancy body mass index: Roles of maternal co-morbidities and caesarean birth. Paediatric and perinatal epidemiology Leonard, S. A., Carmichael, S. L., Main, E. K., Lyell, D. J., Abrams, B. n. 2019

    Abstract

    An association between prepregnancy body mass index (BMI) and severe maternal morbidity (SMM) has been reported, but evidence has been mixed and potential explanations have not been examined.To evaluate the association between prepregnancy BMI and SMM in a large, diverse birth cohort and assess potential mediation by obesity-related co-morbidities and caesarean birth.This cohort study used linked birth certificate and hospitalisation discharge records from Californian births during 2007-2012. We assessed associations between prepregnancy BMI and SMM, and used inverse probability weighting for multiple mediators to estimate relative and absolute natural direct and indirect effects accounting for mediation by co-morbidities (hypertensive conditions, diabetes, asthma) and caesarean birth.Among 2 650 182 births, the prevalence of SMM was 1.42%. Adjusted risk ratios for the total association between prepregnancy BMI category and SMM were 1.12 (95% confidence interval [CI] 1.07, 1.18) for underweight, 1.02 (95% CI 0.99, 1.04) for overweight, 1.04 (95% CI 1.00, 1.07) for obesity class 1, 1.14 (95% CI 1.09, 1.20) for obesity class 2, and 1.28 (95% CI 1.22, 1.36) for obesity class 3 compared to women with normal weight. After accounting for mediation by co-morbidity and caesarean birth, the risk ratios were 1.19 (95% CI 1.14, 1.26) for underweight, 0.91 (95% CI 0.89, 0.94) for overweight, 0.86 (95% CI 0.84, 0.89) for obesity class 1, 0.88 (95% CI 0.84, 0.92) for obesity class 2, and 0.89 (95% CI 0.83, 0.95) for obesity class 3.Co-morbidities and caesarean birth explained an association between high prepregnancy BMI and SMM. These findings suggest that promotion of healthy prepregnancy weight, along with management of co-morbidities and support of vaginal birth in pregnant women with high BMI, could reduce the risk of SMM. However, these mediators did not reduce the elevated risk of SMM observed in women with low BMI.

    View details for DOI 10.1111/ppe.12555

    View details for PubMedID 31106879

  • Racial and ethnic disparities in severe maternal morbidity prevalence and trends. Annals of epidemiology Leonard, S. A., Main, E. K., Scott, K. A., Profit, J. n., Carmichael, S. L. 2019

    Abstract

    Racial/ethnic disparities in severe maternal morbidity (SMM) are substantial, but little is known about whether these disparities are changing over time or the role of maternal and obstetric factors.We examined disparities in SMM prevalence and trends using linked birth certificate and delivery discharge records from Californian births during 1997-2014 (n = 8,252,025).The prevalence of SMM was highest in non-Hispanic (NH) Black women (1.63%), lowest in NH White women (0.84%), and increased from 1997 to 2014 by approximately 170% in each racial/ethnic group. The magnitude of SMM disparities remained consistent over time. Compared with NH White women, the adjusted risk of SMM was higher in women who identified as Hispanic (RR 1.14; 95% CI 1.12, 1.16), Asian/Pacific Islander (RR 1.23; 95% CI 1.20, 1.26), NH Black (RR 1.27; 95% CI 1.23, 1.31), and American Indian/Alaska Native (RR 1.29; 95% CI 1.15, 1.44), accounting for comorbidities, anemia, cesarean birth, and other maternal characteristics.The prevalence of SMM varied considerably by race/ethnicity but increased at similarly high rates among all racial/ethnic groups. Comorbidities, cesarean birth, and other factors did not fully explain the disparities in SMM, which remained persistent over time.

    View details for PubMedID 30928320

  • Trajectories of maternal weight from before pregnancy through postpartum and associations with childhood obesity. The American journal of clinical nutrition Leonard, S. A., Rasmussen, K. M., King, J. C., Abrams, B. 2017

    Abstract

    Background: Prepregnancy body mass index [BMI (in kg/m(2))], gestational weight gain, and postpartum weight retention may have distinct effects on the development of child obesity, but their combined effect is currently unknown.Objective: We described longitudinal trajectories of maternal weight from before pregnancy through the postpartum period and assessed the relations between maternal weight trajectories and offspring obesity in childhood.Design: We analyzed data from 4436 pairs of mothers and their children in the National Longitudinal Survey of Youth 1979 (1981-2014). We used latent-class growth modeling in addition to national recommendations for prepregnancy BMI, gestational weight gain, and postpartum weight retention to create maternal weight trajectory groups. We used modified Poisson regression models to assess the associations between maternal weight trajectory group and offspring obesity at 3 age periods (2-5, 6-11, and 12-19 y).Results: Our analysis using maternal weight trajectories based on either latent-class results or recommendations showed that the risk of child obesity was lowest in the lowest maternal weight trajectory group. The differences in obesity risk were largest after 5 y of age and persisted into adolescence. In the latent-class analysis, the highest-order maternal weight trajectory group consisted almost entirely of women who were obese before pregnancy and was associated with a >2-fold increase in the risk of offspring obesity at ages 6-11 y (adjusted RR: 2.39; 95% CI: 1.97, 2.89) and 12-19 y (adjusted RR: 2.74; 95% CI: 2.13, 3.52). In the analysis with maternal weight trajectory groups based on recommendations, the risk of child obesity was consistently highest for women who were overweight or obese at the beginning of pregnancy.Conclusion: These findings suggest that high maternal weight across the childbearing period increases the risk of obesity in offspring during childhood, but high prepregnancy BMI has a stronger influence than either gestational weight gain or postpartum weight retention.

    View details for DOI 10.3945/ajcn.117.158683

    View details for PubMedID 28877895

  • Weight gain during pregnancy and the black-white disparity in preterm birth. Annals of epidemiology Leonard, S. A., Petito, L. C., Stephansson, O., Hutcheon, J. A., Bodnar, L. M., Mujahid, M. S., Cheng, Y., Abrams, B. 2017; 27 (5): 323-328.e1

    Abstract

    To quantify the relationship between pregnancy weight gain with early and late preterm birth and evaluate whether associations differed between non-Hispanic (NH) black and NH white women.We analyzed a retrospective cohort of all live births to NH black and NH white women in the United States 2011-2015 (n = 10,714,983). We used weight gain z-scores in multiple logistic regression models stratified by prepregnancy body mass index (BMI) and race to calculate population attributable risk (PAR) percentages for the contribution of high and low pregnancy weight gain to early and late preterm birth.Pregnancy weight gain was related to early and late preterm birth, but associations varied by BMI and race. For early preterm birth, the PAR percentage for high pregnancy weight gain ranged from 8 to 10% in NH black women and from 6 to 8% in NH white women. There was little evidence of racial differences in late preterm birth: PAR percentages ranged from 2 to 7% in NH black women and from 3 to 7% in NH white women.Moderate gestational weight gain is associated with lower rate of preterm birth, with greatest reductions for early preterm birth in NH black women.

    View details for DOI 10.1016/j.annepidem.2017.05.001

    View details for PubMedID 28595737

  • Maternal History of Child Abuse and Obesity Risk in Offspring: Mediation by Weight in Pregnancy. Childhood obesity Leonard, S. A., Petito, L. C., Rehkopf, D. H., Ritchie, L. D., Abrams, B. 2017

    Abstract

    Women's experience of childhood adversity may contribute to their children's risk of obesity. Possible causal pathways include higher maternal weight and gestational weight gain, which have been associated with both maternal childhood adversity and obesity in offspring.This study included 6718 mother-child pairs from the National Longitudinal Survey of Youth 1979 in the United States (1979-2012). We applied multiple log-binomial regression models to estimate associations between three markers of childhood adversity (physical abuse, household alcoholism, and household mental illness) and offspring obesity in childhood. We estimated natural direct effects to evaluate mediation by prepregnancy BMI and gestational weight gain.Among every 100 mothers who reported physical abuse in childhood, there were 3.7 (95% confidence interval: -0.1 to 7.5) excess cases of obesity in 2- to 5-year olds compared with mothers who did not report physical abuse. Differences in prepregnancy BMI, but not gestational weight gain, accounted for 25.7% of these excess cases. There was no evidence of a similar relationship for household alcoholism or mental illness or for obesity in older children.In this national, prospective cohort study, prepregnancy BMI partially explained an association between maternal physical abuse in childhood and obesity in preschool-age children. These findings underscore the importance of life-course exposures in the etiology of child obesity and the potential multi-generational consequences of child abuse. Research is needed to determine whether screening for childhood abuse and treatment of its sequelae could strengthen efforts to prevent obesity in mothers and their children.

    View details for DOI 10.1089/chi.2017.0019

    View details for PubMedID 28440693

  • Gestational Weight Gain-for-Gestational Age Z-Score Charts Applied across U.S. Populations. Paediatric and perinatal epidemiology Leonard, S. A., Hutcheon, J. A., Bodnar, L. M., Petito, L. C., Abrams, B. n. 2017

    Abstract

    Gestational weight gain may be a modifiable contributor to infant health outcomes, but the effect of gestational duration on gestational weight gain has limited the identification of optimal weight gain ranges. Recently developed z-score and percentile charts can be used to classify gestational weight gain independent of gestational duration. However, racial/ethnic variation in gestational weight gain and the possibility that optimal weight gain differs among racial/ethnic groups could affect generalizability of the z-score charts. The objectives of this study were (1) to apply the weight gain z-score charts in two different U.S. populations as an assessment of generalisability and (2) to determine whether race/ethnicity modifies the weight gain range associated with minimal risk of preterm birth.The study sample included over 4 million live, singleton births in California (2007-2012) and Pennsylvania (2003-2013). We implemented a noninferiority margin approach in stratified subgroups to determine weight gain ranges for which the adjusted predicted marginal risk of preterm birth (gestation <37 weeks) was within 1 or 2 percentage points of the lowest observed risk.There were minimal differences in the optimal ranges of gestational weight gain between California and Pennsylvania births, and among several racial/ethnic groups in California. The optimal ranges decreased as severity of prepregnancy obesity increased in all groups.The findings support the use of weight gain z-score charts for studying gestational age-dependent outcomes in diverse U.S. populations and do not support weight gain recommendations tailored to race/ethnicity.

    View details for DOI 10.1111/ppe.12435

    View details for PubMedID 29281119

  • Weight gain in pregnancy and child weight status from birth to adulthood in the United States. Pediatric obesity Leonard, S. A., Petito, L. C., Rehkopf, D. H., Ritchie, L. D., Abrams, B. 2016

    Abstract

    High weight gain in pregnancy has been associated with child adiposity, but few studies have assessed the relationship across childhood or in racially/ethnically diverse populations.The objectives of the study are to test if weight gain in pregnancy is associated with high birthweight and overweight/obesity in early, middle and late childhood and whether these associations differ by maternal race/ethnicity.Mother-child dyads (n = 7539) were included from the National Longitudinal Survey of Youth 1979, a nationally representative cohort study in the USA (1979-2012). Log-binomial regression models were used to analyse associations between weight gain and the outcomes: high birthweight (>4000 g) and overweight/obesity at ages 2-5, 6-11 and 12-19 years.Excessive weight gain was positively associated, and inadequate weight gain was negatively associated with high birthweight after confounder adjustment (P < 0.05). Only excessive weight gain was associated with overweight in early, middle and late childhood. These associations were not significant in Hispanics or Blacks although racial/ethnic interaction was only significant ages 12-19 years (P = 0.03).Helping pregnant women gain weight within national recommendations may aid in preventing overweight and obesity across childhood, particularly for non-Hispanic White mothers.

    View details for DOI 10.1111/ijpo.12163

    View details for PubMedID 27350375

    View details for PubMedCentralID PMC5404997

  • Prepregnancy Risk Factors for Preterm Birth and the Role of Maternal Nativity in a Low-Income, Hispanic Population MATERNAL AND CHILD HEALTH JOURNAL Leonard, S. A., Crespi, C. M., Gee, D. C., Zhu, Y., Whaley, S. E. 2015; 19 (10): 2295-2302

    Abstract

    The aim of this study was to assess potential prepregnancy risk factors for preterm birth in a low-income, Hispanic population in Southern California. Additionally, the study assessed whether the prevalence of preterm birth and any associations between risk factors and preterm birth differed between U.S.- and foreign-born mothers.The study sample included 1174 mothers participating in the Special Supplemental Nutrition Program for Women, Infants and Children (WIC) within 1 year postpartum, including an augment sample of mothers who delivered preterm. Maternal sociodemographic traits, prepregnancy health-related characteristics and behaviors, and birth outcomes were collected by telephone survey. Odds ratios for associations between risk factors and preterm birth were estimated by logistic regression with sampling weights. Effect measure modification of any association by maternal nativity was also assessed using interaction terms.After adjustment for confounding, significant prepregnancy risk factors for preterm birth included maternal age ≥35 years (OR 2.00; 95 % CI 1.04, 3.84) compared to age 18-24 years, and experience of a financially stressful life event among U.S.-born, but not foreign-born, women (OR 2.61; 95 % CI 1.43, 4.77). The weighted prevalence of preterm birth was 15.1 % and did not significantly differ by maternal nativity (P = 0.19).Further investigation with large, prospective studies is needed to better understand the risk factors for and disparities in preterm birth among the growing Hispanic population in the U.S. so that women who are at risk prepregnancy can be identified and provided risk-specific services.

    View details for DOI 10.1007/s10995-015-1748-4

    View details for Web of Science ID 000361625100023

    View details for PubMedID 25994418

    View details for PubMedCentralID PMC4575879

  • Associations Between Preterm Birth, Low Birth Weight, and Postpartum Health in a Predominantly Hispanic WIC Population JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR Leonard, S. A., Gee, D., Zhu, Y., Crespi, C. M., Whaley, S. E. 2014; 46 (6): 499-505

    Abstract

    To describe the postpartum health of predominantly Hispanic participants in the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) and identify how health characteristics differ between mothers who delivered preterm or low birth weight infants and those who did not.Cross-sectional survey among postpartum WIC mothers.Los Angeles and Orange Counties, CA.WIC participants within 1 year of delivery (n = 1,420).Postpartum health behaviors, health characteristics, and birth spacing intentions and behaviors.Frequencies of health characteristics were estimated using analyses with sample weights. Differences were assessed with chi-square and Fisher exact tests with Bonferroni correction for pairs of tests.Many women exhibited postpartum risk factors for future adverse health events, including overweight or obesity (62.3%), depressive symptoms (27.5%), and no folic acid supplementation (65.5%). Most characteristics did not differ significantly (P > .025) between mothers of preterm infants and full-term infants or between mothers of low birth weight and normal birth weight infants.Despite few differences between postpartum characteristics of mothers who delivered preterm or low birth weight infants and those who did not, a high percentage of mothers had risk factors that need to be addressed. Current postpartum educational activities of WIC programs should be evaluated and shared.

    View details for DOI 10.1016/j.jneb.2014.06.008

    View details for Web of Science ID 000345000500010

    View details for PubMedID 25092236

    View details for PubMedCentralID PMC4252510

  • Larger Infant Size at Birth Reduces the Negative Association between Maternal Prepregnancy Body Mass Index and Breastfeeding Duration JOURNAL OF NUTRITION Leonard, S. A., Rasmussen, K. M. 2011; 141 (4): 645-653

    Abstract

    Women who are overweight or obese prepregnancy have shorter durations of producing milk (PM) and feeding breast milk exclusively (FBM-ex) than normal-weight women. We proposed that infant size at birth may reduce the negative associations between prepregnancy BMI and the durations of PM and FBM-ex. We used data from 2798 participants in the Infant Feeding Practices Study II and characterized infant size at birth as weight-for-gestational age (WGA). To assess possible mediation of the associations between maternal BMI and the durations of PM and FBM-ex by infant size at birth, Baron and Kenny's methods, the Sobel test, and bootstrapping were used. As expected, prepregnancy BMI was negatively associated (P < 0.0001) with the durations of PM and FBM-ex; it also was positively associated (P < 0.0001) with infant size at birth. However, infant WGA was positively associated (P < 0.0003) with the durations of PM and FBM-ex after adjustment for BMI. Thus, the negative associations between BMI and the durations of PM and FBM-ex were reduced by infant WGA; i.e. the statistical removal of infant size at birth increased the magnitude of the negative associations between BMI and the durations of PM and FBM-ex. Thus, the tendency of heavier mothers to deliver heavier infants reduces the true magnitude of the association between maternal prepregnancy BMI and shortened breastfeeding duration.

    View details for DOI 10.3945/jn.110.129874

    View details for Web of Science ID 000288876800016

    View details for PubMedID 21346096

  • Associations between high prepregnancy body mass index, breast-milk expression, and breast-milk production and feeding AMERICAN JOURNAL OF CLINICAL NUTRITION Leonard, S. A., Labiner-Wolfe, J., Geraghty, S. R., Rasmussen, K. M. 2011; 93 (3): 556-563

    Abstract

    Breast-milk expression is widely practiced by American mothers, but little is known about who expresses milk, how expression affects breastfeeding, or whether overweight or obese women, who have less breastfeeding success than do normal-weight women, express milk differently.We investigated 1) whether breast-milk expression behavior differed by body mass index (BMI; in kg/m(2)) category and 2) whether the different breastfeeding behaviors of overweight (BMI: ≥25 and <30) and obese (BMI: ≥30) women resulted in different breastfeeding outcomes.The subjects (n = 2288) provided information on BMI and breast-milk production, feeding, and expression in mail-in questionnaires as part of the Infant Feeding Practices Study II. Longitudinal and cross-sectional data were analyzed by using regression procedures adjusted for confounding.Women of different BMI categories overall did not differ in whether, when, or why they expressed breast milk. Before 2 mo postpartum, however, obese women were more likely (P = 0.04, unadjusted) to try milk expression and were less likely (P = 0.01, unadjusted) to express milk successfully. In addition, overweight or obesity was associated (P < 0.03, unadjusted) with a shorter duration of breast-milk production only in women who never expressed milk. In overweight or obese women, those who ever expressed milk had longer durations of breastfeeding (P < 0.003, unadjusted) than did those who never expressed milk.Breast-milk expression behaviors may differ by maternal BMI category only in the early postpartum period. In addition, breast-milk expression may reduce differences between BMI categories in the duration of breastfeeding and support longer durations of breastfeeding.

    View details for DOI 10.3945/ajcn.110.002352

    View details for Web of Science ID 000287475000014

    View details for PubMedID 21209224

  • An exploratory analysis of leukocyte telomere length among pregnant and non-pregnant people. Brain, behavior, & immunity - health Panelli, D. M., Diwan, M., Cruz, G. I., Leonard, S. A., Chueh, J., Gotlib, I. H., Bianco, K. 2022; 25: 100506

    Abstract

    Background: Leukocyte telomere length (LTL) is a biomarker that is affected by older age, psychosocial stress, and medical comorbidities. Despite the relevance of these factors to obstetric practice, little is known about LTL in pregnancy. Our study explored longitudinal LTL dynamics in pregnant and non-pregnant people.Objective: This pilot study compares changes in LTL between pregnant and non-pregnant people over time, explores potential correlations between LTL and mental health measures, and investigates associations between short first-trimester LTL and adverse pregnancy outcomes.Study design: This was a prospective pilot cohort study of nulliparous pregnant and non-pregnant people between ages 18 and 50 who presented for care at a single institution from January to November 2020. Pregnant people were enrolled between 10 and 14 weeks gestation. Participants had two blood samples drawn for LTL; the first on the day of enrollment and the second on postpartum day 1 (pregnant cohort) or 7 months later (non-pregnant cohort). LTL was measured using quantitative PCR. The primary outcome was the difference between pregnant and non-pregnant people in LTL change between the two timepoints (basepair difference per 30-day period). Secondary outcomes included differences in responses to the Patient Health Questionnaire-9 (PHQ-9) and a survey about stress related to COVID-19. Differences in LTL were tested using t-tests and linear regression models, both crude and adjusted for age. A subgroup analysis was conducted within the pregnant cohort to examine whether shorter first-trimester LTL was associated with adverse pregnancy outcomes. We conducted t-tests to compare LTL between people with and without each categorical outcome and computed Pearson correlation coefficients between LTL and continuous outcomes such as gestational age at delivery.Results: 46 pregnant and 30 non-pregnant people were enrolled; 44 pregnant and 18 non-pregnant people completed all LTL assessments. There were no between-group differences in LTL change (-4.2±22.2 bp per 30 days pregnant versus -6.4±11.2 bp per 30 days non-pregnant, adjusted beta 2.1, 95% CI -9.0-13.2, p=0.60). The prevalence of depression and pandemic-related stress were both low overall. The two groups did not differ in PHQ-9 scores, and no correlations were significant between LTL and PHQ-9 scores. Among the 44 pregnant people, shorter first-trimester LTL was significantly correlated with earlier gestational age at delivery (r=0.35, p=0.02).Conclusion: In this exploratory pilot cohort of reproductive-aged people with low levels of psychological stress, we described baseline changes in LTL over time in pregnant and non-pregnant participants. We found a correlation between shorter first-trimester LTL and earlier gestational age at delivery, which warrants further investigation in a larger cohort.

    View details for DOI 10.1016/j.bbih.2022.100506

    View details for PubMedID 36110146

  • Postpartum Readmission for Hypertension After Discharge on Labetalol or Nifedipine. Obstetrics and gynecology Do, S. C., Leonard, S. A., Kan, P., Panelli, D. M., Girsen, A. I., Lyell, D. J., El-Sayed, Y. Y., Druzin, M. L., Herrero, T. 2022

    Abstract

    To assess whether readmission for hypertension by 6 weeks postpartum differed between patients discharged on nifedipine or labetalol.This cohort study included patients with delivery admissions from 2006 to 2017 who were discharged from the hospital on nifedipine or labetalol and were included in a large, national adjudicated claims database. We identified patients' discharge medication based on filled outpatient prescriptions. We compared rates of hospital readmission for hypertension between patients discharged postpartum on labetalol alone, nifedipine alone, or combined nifedipine and labetalol. Patients with chronic hypertension without superimposed preeclampsia were excluded. Comparisons based on medication were performed using logistic regression models with adjustment for prespecified confounders. Comparisons were also stratified by hypertensive disorder of pregnancy severity.Among 1,582,335 patients overall, 14,112 (0.89%) were discharged postpartum on labetalol, 9,001 (0.57%) on nifedipine, and 1,364 (0.09%) on both medications. Postpartum readmissions for hypertension were more frequent for patients discharged on labetalol compared with nifedipine (641 patients vs 185 patients, 4.5% vs 2.1%, adjusted odds ratio [aOR] 1.63, 95% CI 1.43-1.85). Readmissions for hypertension were more frequent for patients discharged on labetalol compared with nifedipine for both mild (4.5% vs 2.7%, aOR 1.57, 95% CI 1.29-1.93) and severe hypertensive disorders of pregnancy (261 patients vs 72 patients, 5.7% vs 3.2%, aOR 1.63, 95% CI 1.43-1.85). Readmissions for hypertension were more frequent on combined nifedipine and labetalol compared with nifedipine (3.1% vs 2.1%), but the odds were lower after confounder adjustment (aOR 0.80, 95% CI 0.64-0.99).Postpartum discharge on labetalol was associated with increased risk of readmission for hypertension compared with discharge on nifedipine.

    View details for DOI 10.1097/AOG.0000000000004918

    View details for PubMedID 36075068

  • Risk of Adverse Pregnancy Outcomes Among US Individuals With Gestational Diabetes by Race and Ethnicity JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION Gemmill, A., Leonard, S. A. 2022; 328 (4): 397
  • Risk of Adverse Pregnancy Outcomes Among US Individuals With Gestational Diabetes by Race and Ethnicity. JAMA Gemmill, A., Leonard, S. A. 2022; 328 (4): 397

    View details for DOI 10.1001/jama.2022.9412

    View details for PubMedID 35881129

  • HMOX1 Genetic Polymorphisms Display Ancestral Diversity and May Be Linked to Hypertensive Disorders in Pregnancy. Reproductive sciences (Thousand Oaks, Calif.) Sun, T., Cruz, G. I., Mousavi, N., Maric, I., Brewer, A., Wong, R. J., Aghaeepour, N., Sayed, N., Wu, J. C., Stevenson, D. K., Leonard, S. A., Gymrek, M., Winn, V. D. 2022

    Abstract

    Racial disparity exists for hypertensive disorders in pregnancy (HDP), which leads to disparate morbidity and mortality worldwide. The enzyme heme oxygenase-1 (HO-1) is encoded by HMOX1, which has genetic polymorphisms in its regulatory region that impact its expression and activity and have been associated with various diseases. However, studies of these genetic variants in HDP have been limited. The objective of this study was to examine HMOX1 as a potential genetic contributor of ancestral disparity seen in HDP. First, the 1000 Genomes Project (1KG) phase 3 was utilized to compare the frequencies of alleles, genotypes, and estimated haplotypes of guanidine thymidine repeats (GTn; containing rs3074372) and A/T SNP (rs2071746) among females from five ancestral populations (Africa, theAmericas, Europe, East Asia, and South Asia, N=1271). Then, using genomic DNA from women with a history of HDP, we explored the possibility of HMOX1 variants predisposing women to HDP (N=178) compared with an equivalent ancestral group from 1KG (N=263). Both HMOX1 variants were distributed differently across ancestries, with African women having a distinct distribution and an overall higher prevalence of the variants previously associated with lower HO-1 expression. The two HMOX1 variants display linkage disequilibrium in all but the African group, and within EUR cohort, LL and AA individuals have a higher prevalence in HDP. HMOX1 variants demonstrate ancestral differences that may contribute to racial disparity in HDP. Understanding maternal genetic contribution to HDP will help improve prediction and facilitate personalized approaches to care for HDP.

    View details for DOI 10.1007/s43032-022-01001-1

    View details for PubMedID 35697922

  • Leukocyte telomere dynamics across gestation in uncomplicated pregnancies and associations with stress. BMC pregnancy and childbirth Panelli, D. M., Leonard, S. A., Wong, R. J., Becker, M., Mayo, J. A., Wu, E., Girsen, A. I., Gotlib, I. H., Aghaeepour, N., Druzin, M. L., Shaw, G. M., Stevenson, D. K., Bianco, K. 2022; 22 (1): 381

    Abstract

    Short leukocyte telomere length is a biomarker associated with stress and morbidity in non-pregnant adults. Little is known, however, about maternal telomere dynamics in pregnancy. To address this, we examined changes in maternal leukocyte telomere length (LTL) during uncomplicated pregnancies and explored correlations with perceived stress.In this pilot study, maternal LTL was measured in blood collected from nulliparas who delivered live, term, singleton infants between 2012 and 2018 at a single institution. Participants were excluded if they had diabetes or hypertensive disease. Samples were collected over the course of pregnancy and divided into three time periods: < 200/7 weeks (Timepoint 1); 201/7 to 366/7 weeks (Timepoint 2); and 370/7 to 9-weeks postpartum (Timepoint 3). All participants also completed a survey assessing a multivariate profile of perceived stress at the time of enrollment in the first trimester. LTL was measured using quantitative polymerase chain reaction (PCR). Wilcoxon signed-rank tests were used to compare LTL differences within participants across all timepoint intervals. To determine whether mode of delivery affected LTL, we compared postpartum Timepoint 3 LTLs between participants who had vaginal versus cesarean birth. Secondarily, we evaluated the association of the assessed multivariate stress profile and LTL using machine learning analysis.A total of 115 samples from 46 patients were analyzed. LTL (mean ± SD), expressed as telomere to single copy gene (T/S) ratios, were: 1.15 ± 0.26, 1.13 ± 0.23, and 1.07 ± 0.21 for Timepoints 1, 2, and 3, respectively. There were no significant differences in LTL between Timepoints 1 and 2 (LTL T/S change - 0.03 ± 0.26, p = 0.39); 2 and 3 (- 0.07 ± 0.29, p = 0.38) or Timepoints 1 and 3 (- 0.07 ± 0.21, p = 0.06). Participants who underwent cesareans had significantly shorter postpartum LTLs than those who delivered vaginally (T/S ratio: 0.94 ± 0.12 cesarean versus 1.12 ± 0.21 vaginal, p = 0.01). In secondary analysis, poor sleep quality was the main stress construct associated with shorter Timepoint 1 LTLs (p = 0.02) and shorter mean LTLs (p = 0.03).In this cohort of healthy pregnancies, maternal LTLs did not significantly change across gestation and postpartum LTLs were shorter after cesarean than after vaginal birth. Significant associations between sleep quality and short LTLs warrant further investigation.

    View details for DOI 10.1186/s12884-022-04693-0

    View details for PubMedID 35501726

  • Constructing a Pregnancy Loss Cohort From Electronic Health Records Callahan, A., Leonard, S., Druzin, M., Lathi, R. B., Murugappan, G. LIPPINCOTT WILLIAMS & WILKINS. 2022: 95S
  • Sexual and/or Gender Minority Parental Structures among California Births, 2016-2020. American journal of obstetrics & gynecology MFM Berrahou, I. K., Leonard, S. A., Zhang, A., Main, E. K., Obedin-Maliver, J. 2022: 100653

    Abstract

    BACKGROUND: Sexual and/or gender minority (SGM) people account for roughly 7.1% of the U.S. population, and an estimated one-third are parents. Little is known about SGM people who become pregnant, despite this population having documented health care disparities that may impact pregnancy.OBJECTIVES: Our objective was to describe parental structures among birth parents and the pre-pregnancy characteristics of parents giving birth in likely sexual and/or gender minority (SGM) parental structures from California birth certificates.STUDY DESIGN: We conducted a population-based study using birth certificate data from all live births in California from 2016 through 2020 (n = 2,257,974). The state amended its birth certificate in 2016 to enable the recording of more diverse parental roles. Now, parents on birth certificates are classified as "parent giving birth" and "parent not giving birth" and people in either role can identify as "mother," "father," or "parent." We examined all potential combinations of parenting roles and grouped parental structures of "mother-mother" and all structures designating a "father" as the "parent giving birth" into likely SGM groups. We assessed the distribution of pre-pregnancy characteristics across parental structure groups ("mother-father," "SGM," "mother only," "unclassified," and "missing both parental roles").RESULTS: SGM parents accounted for 6,802 (0.3%) of live births in California over the 5-year study period. The most common SGM parental structures were "mother-mother" (n=4,310; 63% of the group) and "father-father" (n=1,486; 22% of the group). Compared with "parents giving birth" in the "mother-father" structure (n=2,055,038; 91%), a higher proportion of "parents giving birth" in the "SGM" group were 35 years or older, white, college-educated, and had commercial health insurance. In addition, a higher proportion had a high pre-pregnancy body mass index. Although likely underreported overall, the proportion who used assisted reproductive technology was much higher among those in the "SGM" group (1.4%) than in the "mother-father" group (0.05%). Cigarette smoking in the three months prior to pregnancy was similar in both groups.CONCLUSION: Changes to the California birth certificate have revealed a multiplicity of parental structures. Our findings suggest that SGM parents differ from other parental structures and from the general SGM population and warrant further research.

    View details for DOI 10.1016/j.ajogmf.2022.100653

    View details for PubMedID 35462057

  • Association of infertility with atherosclerotic cardiovascular disease among postmenopausal participants in the Women's Health Initiative. Fertility and sterility Murugappan, G., Leonard, S. A., Farland, L. V., Lau, E. S., Shadyab, A. H., Wild, R. A., Schnatz, P., Carmichael, S. L., Stefanick, M. L., Parikh, N. I. 2022

    Abstract

    OBJECTIVE: To investigate the association of infertility with atherosclerotic cardiovascular disease (ASCVD) among postmenopausal participants in the Women's Health Initiative (WHI). We hypothesized that nulliparity and pregnancy loss may reveal more extreme phenotypes of infertility, enabling further understanding of the association of infertility with ASCVD.DESIGN: Prospective cohort study.SETTING: Forty clinical centers in the United States.PATIENT(S): A total of 158,787 postmenopausal participants in the Women's Health Initiative cohort.INTERVENTION(S): Infertility, parity, and pregnancy loss.MAIN OUTCOME MEASURE(S): The primary outcome was risk of ASCVD among women with and without a history of infertility, stratified by history of live birth and pregnancy loss. Cox proportional-hazards models were adjusted for demographics and risk factors for ASCVD.RESULT(S): Among 158,787 women, 25,933 (16.3%) reported a history of infertility; 20,427 (80%) had at least 1 live birth; and 9,062 (35%) had at least 1 pregnancy loss. There was a moderate overall association between infertility and ASCVD (adjusted hazard ratio, 1.02; 95% confidence interval [CI], 0.99-1.06) over 19 years of follow-up. Among nulliparous women, infertility was associated with a 13% higher risk of ASCVD (95% CI, 1.04-1.23). Among nulliparous women who had a pregnancy loss, infertility was associated with a 36% higher risk of ASCVD (95% CI, 1.09-1.71).CONCLUSION(S): Women with a history of infertility overall had a moderately higher risk of ASCVD compared with women without a history of infertility. Atherosclerotic cardiovascular disease risk was much higher among nulliparous infertile women and among nulliparous infertile women who also had a pregnancy loss, suggesting that in these more extreme phenotypes, infertility may be associated with ASCVD risk.

    View details for DOI 10.1016/j.fertnstert.2022.02.005

    View details for PubMedID 35305814

  • Clinical and Hospital Factors Associated with Increased Cesarean Birth Rate Among People with Epilepsy Darmawan, K., Cruz, G., Leonard, S., Meador, K., McElrath, T., Carmichael, S., Lyell, D., El Sayed, Y., Herrero, T., Druzin, M., Panelli, D. SPRINGER HEIDELBERG. 2022: 216
  • Cellular Aging and Stress in Pregnant and Non-Pregnant People During the COVID-19 Pandemic Panelli, D., Diwan, M., Cruz, G. I., Leonard, S. A., Chueh, J., Gotlib, I. H., Bianco, K. SPRINGER HEIDELBERG. 2022: 191
  • Leukocyte Telomere Length in the First Trimester of Pregnancy and its Association with Perinatal Outcomes Panelli, D., Diwan, M., Cruz, G. I., Leonard, S. A., Chueh, J., Gotlib, I. H., Bianco, K. SPRINGER HEIDELBERG. 2022: 155
  • The effect of severe maternal morbidity on infant costs and lengths of stay. Journal of perinatology : official journal of the California Perinatal Association Phibbs, C. M., Kozhimannil, K. B., Leonard, S. A., Lorch, S. A., Main, E. K., Schmitt, S. K., Phibbs, C. S. 2022

    Abstract

    OBJECTIVE: To examine the association between severe maternal morbidity (SMM) and infant health using the additional infant costs and length of stay (LOS) as markers of added clinical complexity.STUDY DESIGN: Secondary data analysis using California linked birth certificate-patient discharge data for 2009-2011 (N=1,260,457). Regression models were used to estimate the association between SMM and infant costs and LOS.RESULTS: The 16,687 SMM-exposed infants experienced a $6550 (33%) increase in costs and a 0.7 (18%) day increase in LOS. Preterm infants had ($11,258 (18%) added costs and 1.3 days (8.1%) longer LOS) than term infants ($2539 (38%) added costs and 0.5 days (22%) longer LOS).CONCLUSIONS: SMM was associated with increased infant costs and LOS, suggesting that SMM may have adverse health effects for infants, including term infants. The relatively larger effect on costs indicates an increase in treatment intensity (clinical severity) greater than additional LOS.

    View details for DOI 10.1038/s41372-022-01343-3

    View details for PubMedID 35184145

  • Interpregnancy Weight Change: Associations with Severe Maternal Morbidity and Neonatal Outcomes. American journal of obstetrics & gynecology MFM Abrams, B. F., Leonard, S. A., Kan, P., Lyell, D. J., Carmichael, S. L. 2022: 100596

    Abstract

    INTRODUCTION: Prepregnancy body mass index (BMI) and gestational weight gain have been linked with severe maternal morbidity (SMM), suggesting that weight change between pregnancies may also play a role, as it does for neonatal outcomes. We assessed the association of changes in prepregnancy BMI between two consecutive singleton pregnancies with the outcomes of SMM, stillbirth, small for gestational age (SGA) and large for gestational age (LGA) in the subsequent pregnancy.METHODS: This observational study was based on birth records from 1,111,032 consecutive pregnancies linked to hospital discharge records in California (2007-2017). Interpregnancy BMI change between the beginning of an index pregnancy and the beginning of the subsequent pregnancy was calculated from self-reported weight and height. SMM was defined based on the CDC index, including and excluding transfusion-only cases. We used multivariable log-binomial regression models to estimate adjusted risks, overall and stratified by prepregnancy BMI at index birth.RESULTS: Substantial interpregnancy BMI gain (≥4 kg/m2) was associated with SMM in crude but not adjusted analyses. Substantial interpregnancy BMI loss (>2 kg/m2) was associated with increased risk of SMM (adjusted relative risk (aRR) 1.13, 95% CI (1.07-1.19), and both substantial loss (aRR 1.11 (1.02-1.19)) and gain (≥4 kg/m2; aRR 1.09 (1.02-1.17)) were associated with non-transfusion SMM. Substantial loss (aRR 1.17 (1.05-1.31)) and gain (1.26 (1.14-1.40)) were associated with stillbirth. BMI gain was positively associated with LGA, and inversely associated with SGA.CONCLUSIONS: Substantial interpregnancy BMI changes were associated with modestly increased risk of SMM, stillbirth, SGA and LGA.

    View details for DOI 10.1016/j.ajogmf.2022.100596

    View details for PubMedID 35181513

  • A Comprehensive Analysis of the Costs of Severe Maternal Morbidity. Women's health issues : official publication of the Jacobs Institute of Women's Health Phibbs, C. M., Kozhimannil, K. B., Leonard, S. A., Lorch, S. A., Main, E. K., Schmitt, S. K., Phibbs, C. S. 1800

    Abstract

    INTRODUCTION: The objectives of this study were to include readmissions and physician costs in the estimates of total costs of severe maternal morbidity (SMM), to consider the effect of SMM on maternal length of stay (LOS), and to examine these for the more restricted definition of SMM that excludes transfusion-only cases.METHODS: California linked birth certificate-patient discharge data for 2009 through 2011 (n=1,262,862) with complete costs and LOS were used in a secondary data analysis. Cost-to-charge ratios were used to estimate costs from charges, adjusting for inflation. Physician payments were estimated from the mean payments for specific diagnosis-related groups. Generalized linear models estimated the association between SMM and costs and LOS.RESULTS: Excluding readmissions and physician costs, SMM was associated with a 60% increase in hospital costs (marginal effect [ME], $3,550) and a 33% increase in LOS (ME 0.9days). These increased to 70% (ME $5,806) and 46% (ME 1.3days) when physician costs and readmissions were included. The effects of SMM were roughly one-half as large for patients who only required a blood transfusion (49% [ME $4,056] and 31% [ME 0.9days]) as for patients who had another indicator for SMM (93% [ME $7,664] and 62% [ME 1.7days]).CONCLUSIONS: Postpartum hospital readmissions and physician costs are important and previously unreported contributors to the costs of SMM. Excess costs and LOS associated with SMM vary considerably by indication. Cost effects were larger than the LOS effects, indicating that SMM increases treatment intensity beyond increasing LOS, and decreasing SMM may have broader health and cost benefits than previously understood.

    View details for DOI 10.1016/j.whi.2021.12.006

    View details for PubMedID 35031196

  • Association of Neighborhood Income with Clinical Outcomes Among Pregnant Patients with Cardiac Disease Reproductive Sciences Carland, C., Panelli, D. M., Leonard, S. A., Bryant, E., Sherwin , E. B., Lee, C. J., Levin, E., Jimenez , S., Tremmel, J. A., Tsai , S., Heidenreich , P. A., Bianco , K., Khandelwal , A. 2022
  • Constructing a cohort of nulliparous, term, singleton, vertex births from electronic health records Callahan, A., Murugappan, G., Main, E. K., Leonard, S. A. MOSBY-ELSEVIER. 2022: S521-S522
  • Health Disparities in Antepartum Anemia: The Intersection of Race and Social Determinants of Health Igbinosa, I., Leonard, S. A., Noelette, F., Mujahid, M., Main, E. K., Lyell, D. J. MOSBY-ELSEVIER. 2022: S529-S530
  • Provider utilization of gestational diabetes screening methods - Have practices changed since the HAPO trial? Miller, S. E., Sperling, M., Cruz, G., Schulkin, J., Leonard, S. A., Lyell, D. J., Herrero, T., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S483-S484
  • To Eat or not to Eat? Provider Recommendations Surrounding Oral Intake Before the 50g OGTT Miller, S. E., Sperling, M., Cruz, G., Schulkin, J., Leonard, S. A., Lyell, D. J., Herrero, T., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S350-S351
  • Hospital Readmissions after Postpartum Emergency Department Visit Girsen, A., Leonard, S. A., Carmichael, S. L., Gibbs, R. S., Butwick, A. MOSBY-ELSEVIER. 2022: S517-S518
  • Obstetric ultrasound (US) quality improvement initiative: Long-term results of a quality assurance protocol Joudi, N., Leonard, S. A., Pugh, B., Chueh, J., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S554-S555
  • Validation of ICD-10-CM Diagnosis Codes for Gestational Age at Birth Leonard, S. A., Gould, J. B., Main, E. K. MOSBY-ELSEVIER. 2022: S429
  • Does magnesium sulfate for hypertensive disease reduce the risk of neonatal hypoxic ischemic encephalopathy? Minor, K. C., Liu, J., El-Sayed, Y. Y., Druzin, M. L., Profit, J., Hintz, S., Bonifacio, S., Leonard, S. A., Karakash, S. MOSBY-ELSEVIER. 2022: S526
  • Patient preferences, beliefs, and experiences regarding oral intake and the 1-hour oral glucose tolerance test Sperling, M., Leonard, S. A., Miller, S. E., El-Sayed, Y. Y., Herrero, T., Faig, J., Carter, S., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S325-S326
  • Ketonuria is associated with a positive 1-hour oral glucose tolerance test Sperling, M., Leonard, S. A., Miller, S. E., El-Sayed, Y. Y., Herrero, T., Faig, J., Carter, S., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S574-S575
  • Fasting vs fed: A randomized trial assessing oral intake prior to the glucose tolerance test Sperling, M., Leonard, S. A., Miller, S. E., El Sayed, Y. Y., Herrero, T., Faig, J., Carter, S., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2022: S189
  • Birth registration policies in the United States and their relevance to sexual and/or gender minority families: Identifying existing strengths and areas of improvement. Social science & medicine (1982) Zhang, A., Berrahou, I., Leonard, S. A., Main, E. K., Obedin-Maliver, J. 1800; 293: 114633

    Abstract

    Birth certificates are some of the most critical identity documents available to current residents of the United States, yet sexual and gender minority (SGM) parents frequently face barriers in obtaining accurate documents for their children. It is essential for SGM parents to have accurate birth certificates for their children at the time of birth registration so that they do not experience undue burden in raising their children and establishing their status as legal parents. In this analysis, we focused on the birth registration process in the US as they apply to SGM family-building and the assignation of parentage on birth certificates at the time of a child's birth. We utilized keyword-based search criteria to identify, collect, and tabulate official state policies related to birth registration. Birth registration policies rely on gendered, heteronormative assumptions about the sex and gender of a child's parents in all but three states when identifying the birthing person and in all but eight states when identifying the non-birthing person. We found additional barriers for SGM parents who give birth outside of a marriage or legal union. These barriers leave SGM parents particularly vulnerable to inaccuracies on their children's identity documents and incomplete recognition of their parental roles and rights. Existing birth registration policies also do little to ensure the inclusion of diverse family structures in administrative data collection. There are many ways to modify existing birth registration policies and enhance the inclusion of SGM parents within governmental administrative structures. We conclude with suggestions to improve upon existing birth registration systems by de-linking parental sex and gender from birthing role, parental role, and contribution to the pregnancy.

    View details for DOI 10.1016/j.socscimed.2021.114633

    View details for PubMedID 34933243

  • Association of Epilepsy and Severe Maternal Morbidity. Obstetrics and gynecology Panelli, D. M., Leonard, S. A., Kan, P., Meador, K. J., McElrath, T. F., Darmawan, K. F., Carmichael, S. L., Lyell, D. J., El-Sayed, Y. Y., Druzin, M. L., Herrero, T. C. 2021

    Abstract

    OBJECTIVE: To evaluate severe maternal morbidity (SMM) among patients with epilepsy and patients without epilepsy.METHODS: We retrospectively examined SMM using linked birth certificate and maternal hospital discharge records in California between 2007 and 2012. Epilepsy present at delivery admission was the exposure and was subtyped into generalized, focal and other less specified, or unspecified. The outcomes were SMM and nontransfusion SMM from delivery up to 42 days' postpartum, identified using Centers for Disease Control and Prevention indicators. Multivariable logistic regression models were used to adjust for confounders, which were selected a priori. We also estimated the association between epilepsy and SMM independent of comorbidities by using a validated obstetric comorbidity score. Severe maternal morbidity indicators were then compared using the same multivariable logistic regression models.RESULTS: Of 2,668,442 births, 8,145 (0.3%) were to patients with epilepsy; 637 (7.8%) had generalized, 6,250 (76.7%) had focal or other less specified, and 1,258 (15.4%) had unspecified subtypes. Compared with patients without epilepsy, patients with epilepsy had greater odds of SMM (4.3% vs 1.4%, adjusted odds ratio [aOR] 2.91, 95% CI 2.61-3.24) and nontransfusion SMM (2.9% vs 0.7%, aOR 4.16, 95% CI 3.65-4.75). Epilepsy remained significantly associated with increased SMM and nontransfusion SMM after additional adjustment for the obstetric comorbidity score, though the effects were attenuated. When grouped by organ system, all SMM indicators were significantly more common among patients with epilepsy-most notably those related to hemorrhage and transfusion.CONCLUSION: Severe maternal morbidity was significantly increased in patients with epilepsy, and SMM indicators across all organ systems contributed to this.

    View details for DOI 10.1097/AOG.0000000000004562

    View details for PubMedID 34619720

  • INFERTILITY AND RISK OF CARDIOVASCULAR DISEASE AMONG POSTMENOPAUSAL PARTICIPANTS IN THE WOMEN'S HEALTH INITIATIVE. Murugappan, G., Leonard, S. A., Carmichael, S. L., Stefanick, M. L., Parikh, N. I. ELSEVIER SCIENCE INC. 2021: E15
  • The impact of the COVID-19 pandemic on postpartum contraception planning AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY MFM Miller, H. E., Henkel, A., Leonard, S. A., Miller, S. E., Tran, L., Bianco, K., Shaw, K. A. 2021; 3 (5)
  • Homelessness in pregnancy: perinatal outcomes. Journal of perinatology : official journal of the California Perinatal Association St Martin, B. S., Spiegel, A. M., Sie, L., Leonard, S. A., Seidman, D., Girsen, A. I., Shaw, G. M., El-Sayed, Y. Y. 2021

    Abstract

    OBJECTIVE: Investigate the association between maternal homelessness at the time of delivery and perinatal outcomes, with a focus on neonatal health outcomes.STUDY DESIGN: Population-based cohort using California's statewide database included 1,520,253 women with linked birth and maternal discharge data, 2008-2012. Multivariable analysis assessed homelessness at time of delivery on perinatal outcomes, preterm delivery, and neonatal intensive care unit admission.RESULT: A total of 672 women (0.05%) were homeless at the time of delivery. Homelessness was associated with premature delivery at multiple gestational age cutoffs (34w0d-36w6d; 32w0d-33w6d; 28w0d-31w6d; <28w0d) (range of aORs:1.62-2.19), and neonatal intensive care unit admission (aOR=1.66, 95% CI:1.31-2.09). Among term infants, homelessness remained associated with increased odds of neonatal intensive care unit admission (aOR=1.84, 95% CI:1.34-2.53), low birthweight (aOR=1.99, 95% CI:1.36-2.90), neonatal abstinence syndrome (aOR=2.13, 95% CI:1.35-2.53), hypoxic-ischemic encephalopathy (aOR=14.38, 95% CI:3.90-53.01), and necrotizing enterocolitis (aOR=14.94, 95% CI:2.68-83.20).CONCLUSION: Homelessness in pregnancy was associated with adverse perinatal outcomes including increased odds of preterm delivery across all gestational ages, and increased risk of neonatal intensive care unit admission and low birth weight independent of preterm delivery.

    View details for DOI 10.1038/s41372-021-01187-3

    View details for PubMedID 34404925

  • Myocardial Bridge in Pregnancy: Beyond a 'Normal Anatomic Variant'. Joudi, N., Datoc, I., Leonard, S., Lee, C., Schnittger, I., Khandelwal, A., Bianco, K. SPRINGER HEIDELBERG. 2021: 267A
  • A COST-EFFECTIVENESS ANALYSIS OF GESTATIONAL CARRIERS FOR INFERTILE WOMEN OF VERY ADVANCED MATERNAL AGE Bavan, B., Cheng, H., Phibbs, C., Leonard, S., Lyell, D., Murugappan, G. ELSEVIER SCIENCE INC. 2021: E43-E44
  • Association of Preconception Paternal Health and Adverse Maternal Outcomes among Healthy Mothers. American journal of obstetrics & gynecology MFM Murugappan, G., Li, S., Leonard, S., Winnm, V. D., Druzin, M., Eisenberg, M. L. 2021: 100384

    Abstract

    OBJECTIVE: To examine the association of preconception paternal health and risk of adverse maternal outcomes among healthy mothers.STUDY DESIGN: Retrospective analysis of live births from 2009-2016 among healthy women 20-45 years of age in the IBM Marketscan research database. Infants were linked to paired mothers and fathers using family ID. Preconception paternal health was assessed using the number of metabolic syndrome (MetS) components and the most common individual chronic disease diagnoses (hypertension, diabetes mellitus, obesity, hyperlipidemia, COPD, cancer, and depression). Women with MetS components were excluded to avoid potential confounding of maternal and paternal factors. Adverse maternal outcomes assessed included: 1) abnormal placentation including placenta accreta spectrum, placenta previa and placental abruption 2) pre-eclampsia with and without severe features including eclampsia, and 3) severe maternal morbidity (SMM), identified as any indicator from the CDC Index of life-threatening complications at the time of delivery through 6 weeks postpartum. The trend between preconception paternal health and each maternal outcome was determined using the Cochran-Armitage Trend test. The independent association of paternal health and maternal outcomes was also determined using generalized estimating equations (GEE) models accounting for some mothers contributing multiple births and adjusting for maternal age, paternal age, region of birth, year of birth, maternal smoking, and average number of outpatient visits per year.RESULTS: Among 669,256 births to healthy mothers, there was a significant trend of all adverse maternal outcomes with worsening preconception paternal health defined either as number of MetS components or number of chronic diseases (p<0.001, Cochran-Armitage Trend test). In the GEE model, the odds of pre-eclampsia without severe features increased in a dose-dependent fashion and were 21% higher (95% CI 1.17-1.26) among women whose partners had ≥2 MetS than for women whose partners had 0 MetS. The odds of pre-eclampsia with severe features and eclampsia increased in a dose-dependent fashion and were 19% higher (95% CI 1.09-1.30) for women whose partners had ≥2 MetS than for women whose partners had 0 MetS. The odds of SMM were 9% higher (95% CI 1.002-1.19) for women whose partners had ≥2 MetS components than for women whose partners had 0 MetS. The odds of abnormal placentation was similar between groups (aOR 0.96, 95% CI 0.89-1.03).CONCLUSIONS: Among healthy mothers, we report preconception paternal health is significantly associated with increased odds of pre-eclampsia with and without severe features and weakly associated with odds of SMM. These findings suggest that paternally derived factors may play significant roles in the development of adverse maternal outcomes in healthy women with a low a priori risk of obstetric complications.

    View details for DOI 10.1016/j.ajogmf.2021.100384

    View details for PubMedID 33895399

  • Karyotype of first clinical miscarriage and prognosis of subsequent pregnancy outcome. Reproductive biomedicine online Murugappan, G., Leonard, S. A., Newman, H., Shahine, L., Lathi, R. B. 2021

    Abstract

    RESEARCH QUESTION: Is the karyotype of the first clinical miscarriage in an infertile patient predictive of the outcome of the subsequent pregnancy?DESIGN: Retrospective cohort study of infertile patients undergoing manual vacuum aspiration with chromosome testing at the time of the first (index) clinical miscarriage with a genetic diagnosis and a subsequent pregnancy. Patients treated at two academic-affiliated fertility centres from 1999 to 2018 were included; those using preimplantation genetic testing for aneuploidy were excluded. Main outcome was live birth in the subsequent pregnancy.RESULTS: One hundred patients with euploid clinical miscarriage and 151 patients with aneuploid clinical miscarriage in the index pregnancy were included. Patients with euploid clinical miscarriage in the index pregnancy had a live birth rate of 63% in the subsequent pregnancy compared with 68% among patients with aneuploid clinical miscarriage (adjusted odds ratio [aOR] 0.75, 95% CI 0.47-1.39, P=0.45, logistic regression model adjusting for age, parity, body mass index and mode of conception). In a multinomial logistic regression model with three outcomes (live birth, clinical miscarriage or biochemical miscarriage), euploid clinical miscarriage for the index pregnancy was associated with similar odds of clinical miscarriage in the subsequent pregnancy compared with aneuploid clinical miscarriage for the index pregnancy (32% versus 24%, respectively, aOR 1.49, 95% CI 0.83-2.70, P=0.19). Euploid clinical miscarriage for the index pregnancy was not associated with likelihood of biochemical miscarriage in the subsequent pregnancy compared with aneuploid clinical miscarriage (5% versus 8%, respectively, aOR 0.46, 95% CI 0.14-1.55, P=0.21).CONCLUSION: Prognosis after a first clinical miscarriage among infertile patients is equally favourable among patients with euploid and aneuploid karyotype, and independent of the karyotype of the pregnancy loss.

    View details for DOI 10.1016/j.rbmo.2021.03.021

    View details for PubMedID 33962906

  • Outcomes in pregnancies complicated by IUGR before 32 weeks: does the degree of SGA matter? Minor, K., Bianco, K., Sie, L., Druzin, M. L., Lee, H. C., Leonard, S. A. MOSBY-ELSEVIER. 2021: S519
  • Vaginal breech delivery: maternal and neonatal outcomes Joudi, N., Panelli, D. M., Leonard, S. A., Gilbert, W., Lyell, D. J. MOSBY-ELSEVIER. 2021: S211
  • Inflammatory bowel disease and the impact on rates of chorioamnionitis, sepsis, and severe maternal morbidity Igbinosa, I., Trepman, P., Sie, L., Leonard, S. A., Herrero, T. MOSBY-ELSEVIER. 2021: S441–S442
  • Perceived stress and spontaneous preterm birth in twin gestations Blumenfeld, Y. J., Leonard, S. A., Wilson, H. W., Girsen, A., Datoc, I., Lyell, D. J. MOSBY-ELSEVIER. 2021: S418–S419
  • Positive predictive value of ICD-10 codes for placenta accreta syndrome: a single center validation study Jotwani, A. R., Leonard, S. A., Butwick, A., Lyell, D. J. MOSBY-ELSEVIER. 2021: S523–S524
  • Prepregnancy body mass index and gestational diabetes mellitus across asian subpopulations Sperling, M., Leonard, S. A., Waldrop, A. R., Miller, S., Blumenfeld, Y. J., Carmichael, S., Chueh, J. MOSBY-ELSEVIER. 2021: S118–S119
  • To pull or not to pull: clinical factors associated with failed operative vaginal delivery Panelli, D. M., Leonard, S. A., Joudi, N., Girsen, A., Judy, A., Bianco, K., El-Sayed, Y. Y., Gilbert, W., Lyell, D. J. MOSBY-ELSEVIER. 2021: S101
  • Association between paternal health and severe maternal morbidity: analysis of US claims data Murugappan, G., Li, S., Leonard, S. A., Druzin, M. L., Eisenberg, M. L. MOSBY-ELSEVIER. 2021: S117–S118
  • Stimulant medications for attention deficit/hyperactivity disorder and maternal and neonatal outcomes Johnson, C., Kan, P., Leonard, S. A., Lee, H. C., Jacobs, L., Lyell, D. J. MOSBY-ELSEVIER. 2021: S615
  • Severe maternal and neonatal morbidity after attempted operative vaginal delivery. American journal of obstetrics & gynecology MFM Panelli, D. M., Leonard, S. A., Joudi, N. n., Girsen, A. I., Judy, A. E., El-Sayed, Y. Y., Gilbert, W. M., Lyell, D. J. 2021: 100339

    Abstract

    Operative vaginal delivery (OVD) is a critical tool in reducing primary cesarean birth, but declining OVD rates and concerns about provider skill necessitate a clear understanding of risks. These risks are ambiguous because most studies compare outcomes with OVD to spontaneous vaginal delivery, rather than to second stage cesarean which is usually the realistic alternative.Our objective was to compare severe maternal and neonatal morbidity by mode of delivery among patients with a prolonged second stage of labor who had a successful OVD, a cesarean birth after failed OVD, or a cesarean birth without an OVD attempt.We used a population-based database to evaluate nulliparous, term, singleton, vertex livebirths in California between 2007 and 2012 among patients with a prolonged second stage of labor. Birth certificate and ICD-9-CM coded diagnoses and procedures were used for ascertainment of exposure, outcome, and demographics. Exposure was mode of delivery among patients who had any OVD attempt versus cesarean without OVD attempt. The outcomes were severe maternal morbidity (SMM) and severe unexpected newborn morbidity (UNM), defined using established indices. Anticipating that the code for prolonged second stage of labor would represent only a fraction of true OVD candidates, a secondary analysis was conducted removing this restriction in order to explore granular outcomes in a larger cohort with unsuccessful labor. Multivariable logistic regression was used to compare outcomes by mode of delivery adjusted for measured confounders. Sensitivity analyses were done excluding patients with combined vacuum-forceps and birthweight >4000g.9,239 prolonged second stage births were included; 6,851 (74.1%) were successful OVDs, 301 (3.3%) were failed OVDs, and 2,087 (22.6%) were cesareans without OVD attempts. Of successful OVDs, 6,195 (90.4%) were vacuums and 656 (10.6%) were forceps. Of failed OVDs where OVD type was specified, 83 (47.4%) were vacuums, 38 (21.7%) were forceps, and 54 (30.9%) were combined vacuum-forceps. Of note, all 54 combined vacuum-forceps OVD attempts that we identified failed. Patients with failed OVD differed from those with successful OVD, with higher rates of comorbidities, use of combined OVD, and birthweight >4000 g. Successful OVD was associated with reduced SMM (aOR 0.55, 95% CI 0.39-0.78) without a difference in severe UNM (aOR 0.99, 95% CI 0.78-1.26). In contrast, failed OVD was associated with increased SMM (aOR 2.14, 95% CI 1.20-3.82) and severe UNM (aOR 1.78, 95% CI 1.09-2.86). Findings were similar in secondary analysis of 260,585 patients with unsuccessful labor.In this large cohort of nulliparous, term, singleton, vertex births, successful OVD was associated with a 45% reduction in SMM without differences in severe UNM when compared to cesarean birth after prolonged second stage of labor. OVD failed infrequently, but when it did it was associated with a 214% increase in SMM and a 78% increase in severe UNM; combined OVDs were major contributors to this, since all combined OVDs failed. Optimization of OVD success rates through means such as improved patient selection, enhanced provider skill, and dissuasion against combined OVD could reduce maternal and neonatal complications.

    View details for DOI 10.1016/j.ajogmf.2021.100339

    View details for PubMedID 33631384

  • The impact of the COVID-19 pandemic on postpartum contraception planning. American journal of obstetrics & gynecology MFM Miller, H. E., Henkel, A., Leonard, S. A., Miller, S. E., Tran, L., Bianco, K., Shaw, K. A. 2021: 100412

    View details for DOI 10.1016/j.ajogmf.2021.100412

    View details for PubMedID 34058421

  • Lactate and Procalcitonin Levels in Peripartum Women with Intraamniotic Infection. American journal of obstetrics & gynecology MFM DO, S. C., Miller, H. n., Leonard, S. A., Datoc, I. A., Girsen, A. I., Kappagoda, S. n., Gibbs, R. S., Aziz, N. n. 2021: 100367

    Abstract

    Serum biomarkers are used to diagnose and manage severe infections, but data on their utility during labor are limited. We compared lactate and procalcitonin levels in women with and without intraamniotic infection to determine if they are useful biomarkers for infection during labor.We performed a prospective observational cohort study of term, singleton pregnancies admitted with planned vaginal delivery in 2019 at a university medical center. Lactate and procalcitonin levels were drawn in early labor, within 2 hours following delivery, and postpartum day 1. Women with intraamniotic infection additionally had lactate and procalcitonin levels drawn following intraamniotic infection diagnosis. Samples were processed immediately in the hospital clinical laboratory. Primary outcome was mean lactate level following delivery. Secondary outcomes were lactate and procalcitonin levels at other time points. Comparisons based on infection status were performed using multivariate linear regression.22 women with intraamniotic infection and 29 uninfected women were included. Early labor mean lactate level (1.47 vs 1.49 mmol/L) and mean procalcitonin level (0.048 vs 0.039 ng/mL) did not differ and were normal in uninfected and intraamniotic infection groups. Mean lactate level was highest following delivery for women in uninfected and intraamniotic infection groups (2.00 vs 2.33 mmol/L, adjusted p=0.08, 95% CI 0.98-1.53). Lactate level returned to normal by postpartum day 1 and did not significantly differ based on the infection status at any time point in adjusted models. Procalcitonin level following delivery was higher among women with intraamniotic infection versus without infection (0.142 vs 0.091 ng/mL, adjusted p=0.03). Procalcitonin level rose further in both intraamniotic infection and uninfected groups on postpartum day 1 (0.737 vs 0.408 ng/mL, adjusted p=0.05).Lactate level is not significantly elevated in intraamniotic infection above the physiologic increase at delivery observed in women without infection. Procalcitonin level is elevated at delivery in women with intraamniotic infection and warrants further investigation as a peripartum infection marker.

    View details for DOI 10.1016/j.ajogmf.2021.100367

    View details for PubMedID 33831586

  • Association of Maternal Comorbidity With Severe Maternal Morbidity: A Cohort Study of California Mothers Delivering Between 1997 and 2014. Annals of internal medicine Main, E. K., Leonard, S. A., Menard, M. K. 2020; 173 (11_Supplement): S11–S18

    Abstract

    BACKGROUND: Rates of maternal mortality and severe maternal morbidity (SMM) are higher in the United States than in other high-resource countries and are increasing further.OBJECTIVE: To examine the association of maternal comorbid conditions, age, body mass index, and previous cesarean birth with occurrence of SMM.DESIGN: Population-based cohort study using linked delivery hospitalization discharge data and vital records.SETTING: California, 1997 to 2014.PATIENTS: All 9179472 mothers delivering in California during 1997 to 2014.MEASUREMENTS: SMM rate, total and without transfusion-only cases; 2019 maternal comorbidity index.RESULTS: Total SMM increased by 160% during this time, and SMM excluding transfusion-only cases increased by 53%. Medical comorbid conditions were associated with an increasing portion of SMM occurrences. Medical comorbid conditions increased over the study period by 111%, and obstetric comorbid conditions increased by 30% to 40%. Identified medical comorbid conditions had high relative risks ranging from 1.3 to 14.3 for total SMM and even higher relative risks for nontransfusion SMM (to 32.4). The obstetric comorbidity index that is most often used may be undervaluing the degree of association with SMM.LIMITATIONS: Hospital discharge diagnosis files and birth certificate records can have misclassifications and may not include all relevant clinical data or social determinants. The period for analysis ended in 2014 to avoid the transition to the International Classification of Diseases, 10th Revision, Clinical Modification, and therefore missed more recent years.CONCLUSION: Obstetric and, particularly, medical comorbid conditions are increasing among women who develop SMM. The maternal comorbidity index is a promising tool for patient risk assessment and case-mix adjustment, but refinement of factor weights may be indicated.PRIMARY FUNDING SOURCE: National Institutes of Health.

    View details for DOI 10.7326/M19-3253

    View details for PubMedID 33253023

  • Racial and Ethnic Disparities in Maternal and Neonatal Adverse Outcomes in College-Educated Women OBSTETRICS AND GYNECOLOGY Leonard, S. A., Scott, K. A. 2020; 136 (5): 1062–63
  • PRE-CONCEPTION RISK PREDICTION INDEX FOR SEVERE MATERNAL MORBIDITY AMONG INFERTILE WOMEN. Murugappan, G., Alvero, R. J., Lyell, D. J., Khandelwal, A., Leonard, S. A. ELSEVIER SCIENCE INC. 2020: E65
  • Birth Hospital and Racial/Ethnic Differences in Severe Maternal Morbidity in the State of California. American journal of obstetrics and gynecology Mujahid, M. S., Kan, P., Leonard, S. A., Hailu, E. M., Wall-Wieler, E., Abrams, B., Main, E., Profit, J., Carmichael, S. L. 2020

    Abstract

    BACKGROUND: Birth hospital has recently emerged as a potentially key contributor to disparities in severe maternal morbidity, but investigations remain limited.OBJECTIVES: We leveraged state-wide data from California to examine whether birth hospital explained racial/ethnic differences in severe maternal morbidity.METHODS: This cohort study used data on all births ≥20 weeks in California (2007-2012). Severe maternal morbidity during birth hospitalization was measured using the Centers for Disease Control and Prevention index of having at least one of 21 diagnoses and procedures (e.g. eclampsia, blood transfusion, hysterectomy). Mixed effects logistic regression models (i.e. women nested within hospitals) were used to compare racial/ethnic differences in severe maternal morbidity before and after adjustment for maternal sociodemographic and pregnancy-related factors, co-morbidities, and hospital characteristics. We also estimated risk-standardized severe maternal morbidity rates for each hospital (N=245) and the percent reduction in severe maternal morbidity if each group of racially/ethnically minoritized women gave birth at the same distribution of hospitals as non-Hispanic White women.RESULTS: Of the 3,020,525 women who gave birth, 39,192 (1.3%) had severe maternal morbidity (2.1% Black; 1.3% US-born Hispanic; 1.3% foreign-born Hispanic; 1.3% Asian/Pacific Islander; 1.1% White; 1.6% American Indian/Alaska Native and Mixed Race referred to as "Other"). Risk-standardized rates of severe maternal morbidity ranged from 0.3 to 4.0 per 100 births across hospitals. After adjusting for covariates, odds of severe maternal morbidity was greater among non-White women compared to Whites in a given hospital (Odds Ratios and 95% Confidence Intervals; Black =1.25 (1.19-1.31), US-born Hispanic=1.25 (1.20-1.29), Foreign-born Hispanic=1.17 (1.11-1.24), Asian/Pacific Islander=1.26 (1.21-1.32), "Other"=1.31 (1.15-1.50). Among the studied hospital factors, only teaching status was associated with severe maternal morbidity in fully adjusted models. Although 33% of White women delivered in hospitals with the highest tertile of severe maternal morbidity rates compared to 53% of Black women, birth hospital only accounted for 7.8% of the differences in severe maternal morbidity comparing Black and White women and accounted for 16.1-24.2% of the differences for all other racial/ethnic groups.CONCLUSION: In California, excess odds of severe maternal morbidity among racially/ethnically minoritized women was not fully explained by birth hospital. Structural causes of racial/ethnic disparities in severe maternal morbidity may vary by region, which warrants further examination to inform effective policies.

    View details for DOI 10.1016/j.ajog.2020.08.017

    View details for PubMedID 32798461

  • Cellular Aging in Pregnancy: Telomere Dynamics Across Gestation. Panelli, D. M., Leonard, S. A., Wong, R. J., Girsen, A. I., Baskovic, M., Stevenson, D. K., Bianco, K. SPRINGER HEIDELBERG. 2020: 127A–128A
  • Postpartum Depression Among Women with Cardiac Disease: Considerations During the Delivery Admission Panelli, D., Sherwin, E. B., Lee, C. J., Suharwardy, S., Miller, H. E., Tolani, A. T., Girsen, A. I., Leonard, S. A., Warshawsky, S., Judy, A., Khandel-Wal, A., Bianco, Y. K. SPRINGER HEIDELBERG. 2020: 246A
  • Acceptability of postnatal mood management through a smartphone-based automated conversational agent Ramachandran, M., Suharwardy, S., Leonard, S. A., Gunaseelan, A., Robinson, A., Darcy, A., Lyell, D. J., Judy, A. MOSBY-ELSEVIER. 2020: S62
  • Cervical insufficiency, cerclage, and early preterm birth: differences among racial/ethnic subgroups Miller, H. E., Suharwardy, S., Leonard, S. A., Girsen, A., Lyell, D. J. MOSBY-ELSEVIER. 2020: S540
  • Antepartum iron-deficiency anemia: An opportunity to reduce severe maternal morbidity Leonard, S. A., Main, E. K., Lyell, D. J., Butwick, A. J., Carmichael, S. L. MOSBY-ELSEVIER. 2020: S168–S169
  • Antepartum anemia and racial/ethnic disparities in blood transfusion in california Igbinosa, I., Leonard, S. A., Butwick, A. J., Lyell, D. J. MOSBY-ELSEVIER. 2020: S304
  • Comparing insulin, metformin, and glyburide in treating diabetes in pregnancy and analyzing obstetric outcomes Sperling, M., Bentley, J., Girsen, A., Leonard, S. A., Sherwin, E. B., Panelli, D. M., Suharwardy, S., El Sayed, Y., Herrero, T. MOSBY-ELSEVIER. 2020: S481
  • Sustaining the practice of operative vaginal delivery: Maternal and neonatal outcomes among a contemporary cohort Panelli, D. M., Leonard, S. A., Judy, A., El-Sayed, Y. Y., Gilbert, W., Lyell, D. J. MOSBY-ELSEVIER. 2020: S568
  • Pregnancy outcomes of american indian and alaskan native women residing in rural versus urban areas Estes, J., Girsen, A., Sie, L., Leonard, S. A., Carmichael, S. L., El-Sayed, Y. Y. MOSBY-ELSEVIER. 2020: S97
  • Relationships of uterine fibroids to racial/ethnic disparities in severe maternal morbidity Igbinosa, I., Leonard, S. A., El-Sayed, Y. Y., Lyell, D. J. MOSBY-ELSEVIER. 2020: S170–S171
  • Operative vaginal delivery in the modern obstetric era: How does it compare to the alternative? Panelli, D. M., Leonard, S. A., Judy, A., El-Sayed, Y. Y., Gilbert, W., Lyell, D. J. MOSBY-ELSEVIER. 2020: S327–S328
  • Vaginal progesterone treatment is associated with intrahepatic cholestasis of pregnancy Tsur, A., Kan, P., Datoc, I., Leonard, S. A., Girsen, A., Shaw, G. M., Stevenson, D. K., El-Sayed, Y. Y., Druzin, M. L., Blumenfeld, Y. J. MOSBY-ELSEVIER. 2020: S58–S59
  • Pre-pregnancy Obesity and the Risk of Peripartum Cardiomyopathy. American journal of perinatology Cho, S. H., Leonard, S. A., Lyndon, A. n., Main, E. K., Abrams, B. n., Hameed, A. B., Carmichael, S. L. 2020

    Abstract

     The aim of this study is to evaluate the contribution of pre-pregnancy obesity and overweight to peripartum cardiomyopathy. This population-based study used linked birth record and maternal hospital discharge data from live births in California during 2007 to 2012 (n = 2,548,380). All women who had a diagnosis of peripartum cardiomyopathy during the childbirth hospitalization or who were diagnosed with peripartum cardiomyopathy during a postpartum hospital readmission within 5 months of birth were identified as cases. Pre-pregnancy body mass index (BMI, kg/m2) was classified as normal weight (18.5-24.9), overweight (25.0-29.9), obesity class 1 (30.0-34.9), obesity class 2 (35.0-39.9), and obesity class 3 (≥40). Because of small numbers, we excluded women with underweight BMI, and in some analyses, we combined obesity classes into one group. Logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs) expressing associations between BMI and peripartum cardiomyopathy, adjusted for maternal age, race/ethnicity, education, health care payer, parity, plurality, and comorbidities. The overall prevalence of peripartum cardiomyopathy during hospital admissions was 1.3 per 10,000 live births (n = 320). Unadjusted ORs were 1.32 (95% CI: 1.01-1.74) for women with overweight BMI and 2.03 (95% CI: 1.57-2.62) for women with obesity, compared with women with normal pre-pregnancy BMI. Adjusted ORs were 1.26 (95% CI: 0.95-1.66) for overweight women and 1.38 (95% CI: 1.04-1.84) for women with obesity. The ORs suggested a dose-response relationship with increasing levels of obesity, but the 95% CIs for the specific classes of obesity included 1.00. Pre-pregnancy obesity was associated with an increased risk of peripartum cardiomyopathy. These findings underscore the importance of BMI during pregnancy. There is a need to recognize the increased risk of peripartum cardiomyopathy in women with high BMI, especially in the late postpartum period.· Pre-pregnancy obesity affects maternal health.. · Effects may extend to peripartum cardiomyopathy.. · The risk includes peripartum cardiomyopathy that emerges postpartum..

    View details for DOI 10.1055/s-0040-1712451

    View details for PubMedID 32512606

  • Racial and Ethnic Disparities in Maternal and Neonatal Adverse Outcomes in College-Educated Women. Obstetrics and gynecology Leonard, S. A., Scott, K. A. 2020; 136 (5): 1062–63

    View details for DOI 10.1097/AOG.0000000000004144

    View details for PubMedID 33093411

  • Placenta Accreta Spectrum Among Women With Twin Gestations. Obstetrics and gynecology Miller, H. E., Leonard, S. A., Fox, K. A., Carusi, D. A., Lyell, D. J. 2020

    Abstract

    To assess whether placenta accreta spectrum occurs more frequently among women with twin gestations compared with singleton gestations.All live births in California from 2016 to 2017 were identified from previously linked records of birth certificates and birth hospitalization discharges. The primary outcome was placenta accreta spectrum (which includes placenta accreta, increta, and percreta), identified using International Classification of Diseases, Tenth Revision, Clinical Modification codes (O43.2x) for placenta accreta, increta, and percreta. We analyzed the association between twin gestation and placenta accreta spectrum by using multivariable logistic regression and assessed whether our findings were replicated by using a previously validated International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)-based approach.Among 918,452 live births, 1,126 were diagnosed with placenta accreta spectrum. The prevalence of placenta accreta spectrum was 11.8 per 10,000 among singleton pregnancies and 41.6 per 10,000 among twin pregnancies. In the unadjusted regression analysis, twin pregnancy was associated with higher relative risk of placenta accreta spectrum (RR 3.41, 95% CI 2.57-4.52). After adjusting the regression model for maternal age, previous cesarean birth, and sociodemographic factors, the association held with higher relative risk of placenta accreta spectrum (aRR 2.96, 95% CI 2.23-3.93). Women with twin compared with singleton gestations with placenta accreta spectrum were less likely to have placenta previa. When assessed using ICD-9-CM codes, placenta accreta spectrum was similarly more prevalent among twins than singletons, with an increase in the relative risk of placenta accreta spectrum (aRR 2.45, 95% CI 2.33-3.25).Twin gestation conferred an increased risk for placenta accreta spectrum independent of measured risk factors, which may contribute to increased maternal morbidity in twin gestation compared with singleton gestation. Clinicians should be aware of the increased risk for placenta accreta spectrum in twin gestation and should consider it during ultrasonographic screening.

    View details for DOI 10.1097/AOG.0000000000004204

    View details for PubMedID 33278284

  • Early postpartum readmissions or emergency department visits: Identifying risk factors Girsen, A., Leonard, S. A., Carmichael, S. L., Gibbs, R. S. MOSBY-ELSEVIER. 2020: S351–S352
  • Maternal genitourinary and wound infections: Early postpartum readmissions and emergency department visits Leonard, S. A., Girsen, A., Carmichael, S. L., Gibbs, R. S. MOSBY-ELSEVIER. 2020: S169
  • Effect of an automated conversational agent on postpartum mental health: A randomized, controlled trial Suharwardy, S., Ramachandran, M., Leonard, S. A., Gunaseelan, A., Robinson, A., Darcy, A., Lyell, D. J., Judy, A. MOSBY-ELSEVIER. 2020: S91
  • Prenatal and postnatal inflammation-related risk factors for retinopathy of prematurity JOURNAL OF PERINATOLOGY Goldstein, G. P., Leonard, S. A., Kan, P., Koo, E. B., Lee, H. C., Carmichael, S. L. 2019; 39 (7): 964–73
  • Morbidly Adherent Placenta Among Women With Twin Gestation Miller, H., Fox, K., Carusi, D. A., Leonard, S., Lyell, D. LIPPINCOTT WILLIAMS & WILKINS. 2019: 68S
  • Racial and ethnic disparities in severe maternal morbidity prevalence and trends ANNALS OF EPIDEMIOLOGY Leonard, S. A., Main, E. K., Scott, K. A., Profit, J., Carmichael, S. L. 2019; 33: 30–36
  • Invited Commentary: The Causal Association Between Obesity and Stillbirth-Strengths and Limitations of the Consecutive-Pregnancies Approach. American journal of epidemiology Snowden, J. M., Leonard, S. A. 2019

    Abstract

    There has been a resurgence in analyses of consecutive pregnancies (or similarly, sibling designs) in perinatal and pediatric epidemiology. These approaches have attractive qualities for estimating associations with complex multifactorial exposures like obesity. In an article appearing in this issue of the Journal, Yu et al. (Am J Epidemiol. 2019;000(00):000-000) apply a consecutive-pregnancies approach to characterize the risk of stillbirth among women who develop obesity between pregnancies ("incident obesity"). Working within a causal framework and using parametric and nonparametric estimation techniques, the authors find an increase in stillbirth risk associated with incident obesity. Risk differences varied between 0.4 per 1,000 births (95% confidence interval (CI): 0.1, 0.7) and 6.9 per 1,000 births (95% CI: 3.7, 10.0), and risk ratios ranged from 1.12 (95% CI: 1.02, 1.23) to 2.99 (95% CI: 2.19, 4.08). The strengths of this approach include starting from a clearly defined causal estimand and exploring the sensitivity of parameter estimates to model selection. In this commentary, we put these findings in the broader context of research on obesity and birth outcomes and highlight concerns regarding the generalizability of results derived from within-family designs. We conclude that while causal inference is an important goal, in some instances focusing on formulation of a causal question drives results away from broad applicability.

    View details for DOI 10.1093/aje/kwz079

    View details for PubMedID 31111943

  • Gestational Weight Gain and Severe Maternal Morbidity at Delivery Hospitalization. Obstetrics and gynecology Leonard, S. A., Carmichael, S. L., Abrams, B. n. 2019; 134 (2): 420

    View details for DOI 10.1097/AOG.0000000000003389

    View details for PubMedID 31348212

  • Prenatal and postnatal inflammation-related risk factors for retinopathy of prematurity. Journal of perinatology : official journal of the California Perinatal Association Goldstein, G. P., Leonard, S. A., Kan, P. n., Koo, E. B., Lee, H. C., Carmichael, S. L. 2019

    Abstract

    To evaluate the relationship between prenatal and postnatal inflammation-related risk factors and severe retinopathy of prematurity (ROP).The study included infants born <30 weeks in California from 2007 to 2011. Multivariable log-binomial regression was used to assess the association between prenatal and postnatal inflammation-related exposures and severe ROP, defined as stage 3-5 or surgery for ROP.Of 14,816 infants, 10.8% developed severe ROP. Though prenatal inflammation-related risk factors were initially associated with severe ROP, after accounting for the effect of these risk factors on gestational age at birth through mediation analysis, the association was non-significant (P = 0.6). Postnatal factors associated with severe ROP included prolonged oxygen exposure, sepsis, intraventricular hemorrhage, and necrotizing enterocolitis.Postnatal inflammation-related factors were associated with severe ROP more strongly than prenatal factors. The association between prenatal inflammation-related factors and ROP was explained by earlier gestational age in infants exposed to prenatal inflammation.

    View details for PubMedID 30932029

  • Prepregnancy maternal body mass index and venous thromboembolism: A population based cohort study. BJOG : an international journal of obstetrics and gynaecology Butwick, A. J., Bentley, J., Leonard, S. A., Carmichael, S. L., El-Sayed, Y. Y., Stephansson, O., Guo, N. 2018

    Abstract

    OBJECTIVE: To assess the relationship between maternal body mass index (BMI) and pregnancy-related venous thromboembolism (VTE).DESIGN: Cross-sectional study.SETTING & POPULATION: 2,449,133 women with singleton pregnancies who underwent delivery hospitalization in California between 2008 and 2012.METHODS: Association of prepregnancy BMI and the risk of an antepartum and postpartum VTE was examined using logistic regression, with normal BMI as reference.MAIN OUTCOME MEASURES: Antepartum and postpartum VTE related hospitalization.RESULTS: The prevalences of antepartum and postpartum VTE increased with increasing BMI (antepartum: 2.3, 3.0, 3.8, 4.2, 4.7, and 10.6 per 10 000 women for underweight, normal BMI, overweight, obesity class I, II, and III, P<0.001. postpartum: 2.0, 3.1, 3.9, 5.6, 9.0, and 13.2 per 10 000 women, P<0.01). The adjusted odds of antepartum and postpartum VTE increased progressively with increasing BMI, and obese class III women being at highest risk of pregnancy-related VTE compared with normal BMI women: adjusted odds ratio (OR) for antepartum VTE: 2.9; 95% CI 2.2-3.8 and adjusted OR for postpartum VTE: 3.6; 95% CI 2.9-4.6.CONCLUSIONS: Our findings clearly demonstrate an increasing risk of pregnancy-related VTE with increasing BMI. This article is protected by copyright. All rights reserved.

    View details for PubMedID 30500109

  • Do the health benefits of education vary by sociodemographic subgroup? Differential returns to education and implications for health inequities. Annals of epidemiology Vable, A. M., Cohen, A. K., Leonard, S. A., Glymour, M. M., Duarte, C. D., Yen, I. H. 2018; 28 (11): 759-766.e5

    Abstract

    Evidence suggests education is an important life course determinant of health, but few studies examine differential returns to education by sociodemographic subgroup.Using National Longitudinal Survey of Youth 1979 (n = 6158) cohort data, we evaluate education attained by age 25 years and physical health (PCS) and mental health component summary scores (MCS) at age 50 years. Race / ethnicity, sex, geography, immigration status, and childhood socioeconomic status (cSES) were evaluated as effect modifiers in birth year adjusted linear regression models.The association between education and PCS was large among high cSES respondents (β = 0.81 per year of education, 95% CI: 0.67, 0.94), and larger among low cSES respondents (interaction β = 0.39, 95% CI: 0.06, 0.72). The association between education and MCS was imprecisely estimated among White men (β = 0.44; 95% CI: -0.03, 0.90), while, Black women benefited more from each year of education (interaction β = 0.91; 95% CI: 0.19, 1.64). Similarly, compared to socially advantaged groups, low cSES Blacks, and low and high cSES women benefited more from each year of education, while immigrants benefited less from each year of education.If causal, increases in educational attainment may reduce some social inequities in health.

    View details for DOI 10.1016/j.annepidem.2018.08.014

    View details for PubMedID 30309690

    View details for PubMedCentralID PMC6215723

  • Maternal body mass index and risk of intraventricular hemorrhage in preterm infants. Pediatric research Pai, V. V., Carmichael, S. L., Kan, P., Leonard, S. A., Lee, H. C. 2018

    Abstract

    BACKGROUND: Intraventricular hemorrhage (IVH) and pre-pregnancy obesity and underweight have been linked to inflammatory states. We hypothesize that IVH in preterm infants is associated with pre-pregnancy obesity and underweight due to an inflammatory intrauterine environment.METHODS: Population-based study of infants born between 22 and 32 weeks' gestation from 2007 to 2011. Data were extracted from vital statistics and the California Perinatal Quality Care Collaborative. Results were examined for all cases (any IVH) and for severe IVH.RESULTS: Among 20,927 infants, 4,818 (23%) had IVH and 1,514 (7%) had severe IVH. After adjustment for confounders, there was an increased risk of IVH associated with pre-pregnancy obesity, relative risk 1.14 (95% CI 1.06, 1.32) for any IVH, and 1.25 (85% CI 1.10, 1.42) for severe IVH. The direct effect of pre-pregnancy obesity on any IVH was significant (P<0.001) after controlling for antenatal inflammation-related conditions, but was not significant after controlling for gestational age (P=0.56).CONCLUSION: Pre-pregnancy obesity was found to be a risk factor for IVH in preterm infants; however, this relationship appeared to be largely mediated through the effect of BMI on gestational age at delivery. The etiology of IVH is complex and it is important to understand contributing maternal factors.Pediatric Research accepted article preview online, 06 April 2018. doi:10.1038/pr.2018.47.

    View details for PubMedID 29624572

  • Healthier vending machines in a university setting: Effective and financially sustainable. Appetite Viana, J., Leonard, S. A., Kitay, B., Ansel, D., Angelis, P., Slusser, W. 2018; 121: 263-267

    View details for DOI 10.1016/j.appet.2017.11.094

    View details for PubMedID 29137969

  • Breastfeeding Is Associated With Reduced Obesity in Hispanic 2- to 5-Year-Olds Served by WIC. Journal of nutrition education and behavior Whaley, S. E., Koleilat, M., Leonard, S., Whaley, M. 2017; 49 (7S2): S144-S150.e1

    Abstract

    To examine the relationship between breastfeeding (BF) and odds of childhood obesity in a large, primarily Hispanic Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) population.A large urban WIC program in California.Infants enrolled in WIC born between 2004 and 2007 and observed to age 5 years (N = 39,801; 88.6% Hispanic).Level of BF: fully BF, fully formula feeding, or combination feeding.Obesity at age 2-5 years, measured by body mass index (BMI) ≥ 95th percentile.Logistic regression analyses to evaluate the association between initiation, duration, and exclusivity of BF and odds of obesity at age 2-5 years, controlling for ethnicity, preferred language, family size, poverty level, and maternal BMI.Infants exclusively formula fed at birth were significantly more likely than fully breastfed infants to be obese at age 2-5 years (χ(2) [2, N = 39,801] = 123.31; P < .001). For every additional month of any BF, obesity risk at age 2-5 years decreased by 1%. Every additional month of full BF conferred a 3% decrease in obesity risk. Ethnicity, preferred language, family size, poverty level, and maternal BMI were also significantly related to obesity risk.Breastfeeding may have a role in the attenuation of obesity in early childhood among Hispanic children. The BF promotion and support offered at WIC may have a significant role in reducing rates of early childhood obesity.

    View details for DOI 10.1016/j.jneb.2017.03.007

    View details for PubMedID 28689551

  • Living in Violent Neighbourhoods is Associated with Gestational Weight Gain Outside the Recommended Range PAEDIATRIC AND PERINATAL EPIDEMIOLOGY Galin, J., Abrams, B., Leonard, S. A., Matthay, E. C., Goin, D. E., Ahern, J. 2017; 31 (1): 37-46

    Abstract

    During pregnancy, most women do not meet gestational weight gain (GWG) guidelines, potentially resulting in adverse maternal and infant health consequences. Social environment determinants of GWG have been identified, but evidence on the relationship between neighbourhood violence and GWG is scant. Our study aims to examine the relationship between neighbourhood violence and GWG outside the recommended range.We used statewide vital statistics and health care utilization data from California for 2006-12 (n = 2 364 793) to examine the relationship of neighbourhood violence (quarters of zip-code rates of homicide and assault) in the first 37 weeks of pregnancy with GWG (categorized using the Institute of Medicine's pregnancy weight gain guidelines). We estimated risk ratios (RR) and marginal risk differences, and analyses were stratified by maternal race/ethnicity and prepregnancy body mass index.Residence in neighbourhoods with the highest quartile of violence was associated with more excessive GWG (adjusted RR 1.04, 95% confidence interval CI 1.03, 1.05), compared to the lowest quartile of violence; violence was not associated with inadequate GWG. On the difference scale, this association translates to 2.3% more women gaining weight excessively rather than adequately if all women were exposed to high violence compared to if all women were exposed to low violence. Additionally, associations between neighbourhood violence and excessive GWG were larger in non-white women than in white women.These findings support the hypothesis that violence can affect weight gain during pregnancy, emphasizing the importance of neighbourhood violence as a public health issue.

    View details for DOI 10.1111/ppe.12331

    View details for Web of Science ID 000392509800007

    View details for PubMedID 27921300

    View details for PubMedCentralID PMC5195875

  • Associations of maternal obesity and psychosocial factors with breastfeeding intention, initiation, and duration(1-4) AMERICAN JOURNAL OF CLINICAL NUTRITION Hauff, L. E., Leonard, S. A., Rasmussen, K. M. 2014; 99 (3): 524-534

    Abstract

    Psychosocial factors influence breastfeeding outcomes, but little is known about these characteristics and how they influence breastfeeding behavior of obese women, who are a group that experiences poor breastfeeding outcomes.Our objectives were to determine whether 1) maternal prepregnancy body mass index (BMI) is associated with social knowledge of, social influence toward, maternal confidence in, and behavioral beliefs about breastfeeding; 2) BMI and these psychosocial factors predict outcomes of intention to breastfeed, ever breastfed, and the duration of breastfeeding; and 3) BMI and psychosocial factors are associated with these breastfeeding outcomes independent of each other.Participants (n = 2824) in the Infant Feeding Practices Study II provided data on psychosocial characteristics and breastfeeding outcomes. In this prospective cohort study, data were analyzed by using logistic and proportional hazards regression models.Prepregnancy BMI was associated with confidence in (P < 0.0001), social influence toward (P = 0.02), and social knowledge of (P < 0.0001) breastfeeding but not with behavioral beliefs about breastfeeding (P = 0.45). Obese women did not differ from under- and normal-weight women in the intention to breastfeed (P = 0.07) but had lower odds of ever breastfeeding (P = 0.04) and were at greater risk of an earlier cessation of exclusive (P = 0.0009) and any (P = 0.03) breastfeeding. Only the association with exclusive breastfeeding remained significant after controlling for psychosocial factors (P = 0.01). All psychosocial factors were positively associated with each breastfeeding outcome.Despite their intentions to breastfeed, women with high prepregnancy BMI had psychosocial characteristics associated with poor breastfeeding outcomes. However, these characteristics did not fully explain the association between maternal obesity and breastfeeding outcomes.

    View details for DOI 10.3945/ajcn.113.071191

    View details for Web of Science ID 000332143900015

    View details for PubMedID 24401717

    View details for PubMedCentralID PMC3927688