Maternal and Child Health Commons^™

A Rare Intervention: Perimortem Hysterotomy In An Obstetric Emergency In A 32-Year-Old Female, Alec Mirchandani

Rowan-Virtua Research Day

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In the realm of obstetric emergencies, perimortem hysterotomy stands as a rare but crucial intervention, employed in dire circumstances to salvage both maternal and fetal lives. This procedure, involving the surgical delivery of a fetus from a mother in cardiac arrest, presents a unique set of challenges and ethical considerations for healthcare providers. This case report delves into the intricate details surrounding a perimortem hysterotomy performed under emergent conditions, exploring the clinical decision-making process, procedural intricacies, and outcomes. Through this narrative, we aim to shed light on the complexities of managing obstetric emergencies, emphasizing the critical role of timely intervention …

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Use Of Point-Of-Care Ultrasound In The Diagnosis Of Postpartum Cardiomyopathy, Muhammad Noman, Frank A. Wheeler, James A. Espinosa, Alan Lucerna

Rowan-Virtua Research Day

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Postpartum cardiomyopathy (PPCM), also known as peripartum cardiomyopathy is a rare form of heart failure (HF) that occurs in the late stages of pregnancy or in the early postpartum period. For it to be classified as PPCM, it must occur in the absence of another identifiable cause for HF and have left ventricular (LV) systolic dysfunction with an LV ejection fraction (LVEF) less than 45%. Here we present the case of a 46-year-old female G3P2 presented 5 days postpartum cesarean section delivery in acute respiratory distress where point of care ultrasound was used for assessment of the lungs to visualize …

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Maternal Health Outcomes Of The Least And Most Vulnerable Counties In Nj, Nayarith Lopez

Rowan-Virtua Research Day

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- Maternal health continues to be of great concern in the United States.

-The maternal mortality rate for 2021 was 32.9 deaths per 100,000 live births, an increase from both 2020 and 2021.1

-The leading causes of pregnancy-related death are mental health, hemorrhage, and cardiovascular conditions. Most are preventable.2

-New Jersey ranks 27th, with 24.1 deaths occurring within 42 days of the end of a pregnancy per 100,000 live births.3

-While rates for the entire state show a need for improvement, in comparison to northern and central regions, rates in the southern region of NJ are approximately twice the state …

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Management Strategies For Traumatic Injuries In Pregnant Women: A Comprehensive Literature Review, Jaylyn D. Thompson, Jenna Zappetti, Clarence Julian Clark Ii

Rowan-Virtua Research Day

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Introduction: Traumatic injuries in pregnant women are the leading cause of non-obstetric death and affect 6% to 8% of all pregnancies. Therefore, it is imperative to maintain updated guidelines to construct a framework for the optimal management strategies for traumatic injuries in pregnant women, considering the perspectives of obstetrics/gynecology, emergency medicine, and orthopedics.

Methods: To conduct this study, research was done via a database search through the Rowan-Virtua School of Osteopathic Medicine’s research library. PubMed was the sole database used to review 8 peer-reviewed sources. Articles that were published within the last 10 years were chosen.

Results: Every woman with …

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Insurance Status And Its Effect On Mothers With Postpartum Depression (Ppd) In The United States, Nikita Paranjape, Sanjana Davuluri, Alexander Youssef, Lillian J. Alonzo, Akshad Thirugnanam, Cara Fogarty

Rowan-Virtua Research Day

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Postpartum depression (PPD) is a significant health issue in the US today: 1 in 8 new mothers experience symptoms of PPD. Understanding how social determinants of health impact the short and long-term health outcomes of patients with PPD is key to providing interventions that are effective, efficient, equitable, and patient-centered. In this literature review, we aimed to shed light on the association between discrepancies in health outcomes of mothers with PPD and their insurance status. A search was conducted across PubMed and ProQuest Central databases focusing on literature from 2014 onwards. Studies that explored factors contributing to PPD, the impact …

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Barriers In Health Care Leading To High Maternal Mortality Rates In Southern New Jersey, Katarina Rusinak, Muznah Khan, Ava Dinardo, Nayarith Lopez

Rowan-Virtua Research Day

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Maternal mortality remains a significant issue in New Jersey, particularly in the Southern counties where rates are alarmingly high. This study investigates barriers faced by mothers in these areas, utilizing data from state health departments, as well as the CDC. Findings reveal clear disparities in healthcare access and resources, exacerbated by high poverty and rural settings. Proposed interventions include educational posters and community workshops to empower expecting mothers and families. However, challenges such as low attendance and limited effectiveness of interventions underscore the need for comprehensive, sustainable solutions to tackle maternal mortality in Southern New Jersey.

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Association Between Cultural Factors And Postpartum Depression, Usha Modukuru

Rowan-Virtua Research Day

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Postpartum depression (PPD) is present in 17.22% of the world population. The negative physical and psychological impacts of PPD impact not only the mother, but also those around her. This raises the importance of identifying factors contributing to its onset. Studies have shown that PPD prevalence rates vary between non-Western and Western regions of the world. Cultural postpartum practices differed significantly region to region. Search terms including postpartum depression and cultures were used to find peer-reviewed articles, primary surveys, and patient interviews between 2013-2023. Qualitative analyses were performed on the results. Ethnokinship cultures, commonly present in non-Western countries, prioritized social …

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A Review Of Risk Factors, Adverse Outcomes, And Counseling Strategies Among Pregnant Individuals With Eating Disorders, Alexandra Fontaine, Emily Meale

Rowan-Virtua Research Day

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Background: Eating disorders (EDs) among women of childbearing age have become more prevalent on the global level. Identifying at-risk populations of women having EDs before, during, or after pregnancy is essential for clinicians to improve treatment and decrease the likelihood of negative maternal and/or fetal outcomes. Purpose: The purpose is to determine risk factors for women who have EDs throughout pregnancy, to identify negative pregnancy outcomes of women suffering from EDs, and to explore treatment and counseling options through the postpartum period. Methods: This literature review mainly utilizes sources from PubMed and the National Institute of Health databases. An expansive …

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Addressing The Black Maternal Mortality Rate, Kennedy Sanders, Venkateswar Venkataraman, Kate Whelihan

Rowan-Virtua Research Day

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Introduction: As of 2021, the Black maternal mortality rate in the United States was 69.9 deaths per 100,000 live births as compared to the national average of 32.9 and the White American average of 26.61. It has been demonstrated that this discrepancy is not fully explained by socioeconomic status. Doulas are professionals who provide support and guidance throughout pregnancy, birth, and early parenthood. Encouraging the use of doulas may be an effective approach to improve the birth experience for Black mothers. Methods: A literature review was performed using PubMed and the following search strings: maternal mortality rate (+race, +race +ethnicity, …

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Maternal Diabetes And Intrapartum Fetal Electrocardiogram, Beth A Plunkett, Steven J Weiner, George R Saade, Michael A Belfort, Sean C Blackwell, John M Thorp, Alan T N Tita, Russell S Miller, David S Mckenna, Edward K S Chien, Dwight J Rouse, Yasser Y El-Sayed, Yoram Sorokin, Steve N Caritis, Eunice Kennedy Shriver National Institute Of Child Health And Human Development Maternal-Fetal Medicine Units (Mfmu) Network

Faculty, Staff and Student Publications

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Objective:

Fetal electrocardiogram (ECG) ST-changes are associated with fetal cardiac hypoxia. Our objective was to evaluate ST-changes by maternal diabetic status and stage of labor.

Methods:

Secondary analysis of a multi-centered randomized-controlled trial in which laboring patients with singleton gestations underwent fetal ECG scalp electrode placement and were randomly assigned to masked or unmasked ST-segment readings. Our primary outcome was the frequency of fetal ECG tracings with ST-changes by stage of labor. ECG tracings were categorized into mutually exclusive groups (ST-depression, ST-elevation without ST-depression or no ST-changes). We compared participants with pre-gestational diabetes mellitus (DM), gestational DM (GDM), and no …

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Fatty Acid Concentrations In Preterm Infants Fed The Exclusive Human Milk Diet: A Prospective Cohort Study, Lindsay F Holzapfel, Jana P Unger, Pam Gordon, Heeju Yang, Joanne E Cluette-Brown, Laura A Gollins, Amy B Hair, Camilia R Martin

Faculty, Staff and Student Publications

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OBJECTIVE: Quantify blood fatty acids and growth outcomes in preterm infants fed the exclusive human milk diet.

METHODS: A prospective cohort study of 30 infants 24-34 weeks gestation and ≤1250 g fed the exclusive human milk diet. Blood fatty acids were quantified at two time points. Comparisons were made using two-sample t-tests and Wilcoxon rank sum.

RESULTS: Donor human milk-fed (n = 12) compared to mother's own milk-fed infants (n = 18) from birth to after 28 days of life, had an increased interval change of linoleic to docosahexaenoic acid ratio (5.5 vs. -1.1 mole percent ratio, p = 0.034). …

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Association Of Maternal Body Mass Index And Maternal Morbidity And Mortality, Mara J Dinsmoor, Lynda G Ugwu, Jennifer L Bailit, Uma M Reddy, Ronald J Wapner, Michael W Varner, John M Thorp, Steve N Caritis, Mona Prasad, Alan T N Tita, George R Saade, Yoram Sorokin, Dwight J Rouse, Sean C Blackwell, Jorge E Tolosa

Faculty, Staff and Student Publications

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Objective: This study aimed to assess the association of maternal body mass index (BMI) with a composite of severe maternal outcomes.

Study design: Secondary analysis of a cohort of deliveries on randomly selected days at 25 hospitals from 2008 to 2011. Data on comorbid conditions, intrapartum events, and postpartum course were collected. The reference group (REF, BMI: 18.5-29.9kg/m2), obese (OB; BMI: 30-39.9kg/m2), morbidly obese (MO; BMI: 40-49.9kg/m2), and super morbidly obese (SMO; BMI ≥ 50kg/m2) women were compared. The composite of severe maternal outcomes was defined as death, intensive care unit (ICU) admission, ventilator use, deep venous thrombosis/pulmonary embolus (DVT/PE), …

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Perinatal Buprenorphine Effects On Offspring Growth, Opioid Withdrawal, And Brain Morphology In Rats, Parker Barnes

Electronic Theses and Dissertations

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Opioid use disorder (OUD) impacts 5.6 million people in the US. Buprenorphine (BUP) is a commonly prescribed opioid medication used to treat OUD, including in pregnant women. However, opioid use during pregnancy is associated with poorer infant outcomes including reduced fetal growth, neurodevelopmental deficits, and neonatal opioid withdrawal syndrome (NOWS). Recent clinical data suggests that providing mothers with a lower dose of BUP may result in fewer negative outcomes in infants. Here, a preclinical rodent model of low-dose perinatal BUP exposure was used to study offspring health outcomes in the neonate, juvenile, and adolescent offspring. Dams were given clinically relevant …

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Obstacles To Optimal Antenatal Corticosteroid Administration To Eligible Patients, Kara M Rood, Lynda G Ugwu, William A Grobman, Jennifer L Bailit, Ronald J Wapner, Michael W Varner, John M Thorp, Steve N Caritis, Alan T N Tita, George R Saade, Dwight J Rouse, Sean C Blackwell, Jorge E Tolosa

Faculty, Staff and Student Publications

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Background

Administration of antenatal corticosteroids (ANCS) is recommended for individuals expected to deliver between 24 and 34 weeks of gestation. Properly timed administration of ANCS achieves maximal benefit. However, more than 50% of individuals receive ANCS outside the recommended window.

Objective

To examine maternal and hospital factors associated with suboptimal receipt of ANCS among individuals who deliver between 24–34 weeks gestation.

Study Design

Secondary analysis of the Assessment of Perinatal Excellence (APEX), an observational study of births to 115,502 individuals at 25 hospitals in the US from March 2008–February 2011. Data from 3123 individuals who gave birth to a non-anomalous …

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Reproductive Justice In Mississippi: A Call For Reform And Acknowledgement, Andie Udziela

Honors Theses

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In this thesis, I apply the values of the Reproductive Justice Movement to reproductive healthcare resources in Mississippi to advocate for reproductive policy reform. I begin by navigating the historic racial discrimination in gynecology and how it manifested in Mississippi. Dr Sim’s abusive experimentation on Anarcha, Betsy, and Lucy depict how Anti-Black racism took root in gynecology and obstetrics and was later expanded on by the eugenic goals of white supremacy and the feminist movement through Margaret Sanger and the Mississippi Appendectomy. Then I discuss the current availability of reproductive care in Mississippi to low-income individuals to emphasize socioeconomic and …

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The Mental Health Impact Of Aortic Dissection, Elaine Symanski, Kristina W Whitworth, Hector Mendez-Figueroa, Kjersti M Aagaard, Iman Moussa, Juan Alvarez, Adrien Chardon Fabian, Kurunthachalam Kannan, Cheryl L Walker, Cristian Coarfa, Melissa A Suter, Hamisu M Salihu

Faculty, Staff and Student Publications

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INTRODUCTION: The Maternal and Infant Environmental Health Riskscape (MIEHR) Center was established to address the interplay among chemical and non-chemical stressors in the biological, physical, social, and built environments that disproportionately impact perinatal health among Black pregnant people in a large and diverse urban area with documented disparities in the U.S.

METHODS: The MIEHR cohort is recruiting non-Hispanic Black and non-Hispanic white pregnant people who deliver their infants at major obstetric hospitals in Houston, Texas. At enrollment, all participants are asked to provide urine samples for chemical [metals, cotinine, and polycyclic aromatic hydrocarbons (PAHs)] analyses and blood samples. A subset …

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Improving Patients’ Perception Of Provider Trust And Communication With Birth Plans, Christelle Reeves, Nicole Tenzel, Timothy Kremer

North Texas GME Research Forum 2024

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Objective: Birth plans are an effective tool for a pregnant person to express their desires and expectations for labor and postpartum. Shortcomings of birth plans can be found whenever there is a lapse in communication between provider and patient. In the management of labor and emergent situations, it has been observed by patients that obstetric providers can communicate in authoritarian and dismissive manners. In response to this, birth plans were developed to serve as a guide in these scenarios. Birth plans allow a pregnant person to design a thoughtful plan of action with their healthcare provider before giving birth, rather …

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Digital Health Technologies For High-Risk Pregnancy Management: Three Case Studies Using Digilego Framework, Sahiti Myneni, Alexandra Zingg, Tavleen Singh, Angela Ross, Amy Franklin, Deevakar Rogith, Jerrie Refuerzo

Faculty, Staff and Student Publications

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OBJECTIVE: High-risk pregnancy (HRP) conditions such as gestational diabetes mellitus (GDM), hypertension (HTN), and peripartum depression (PPD) affect maternal and neonatal health. Patient engagement is critical for effective HRP management (HRPM). While digital technologies and analytics hold promise, emerging research indicates limited and suboptimal support offered by the highly prevalent pregnancy digital solutions within the commercial marketplace. In this article, we describe our efforts to develop a portfolio of digital products leveraging advances in social computing, data science, and digital health.

METHODS: We describe three studies that leverage core methods from

RESULTS: Scalable social computing models using deep learning classifiers …

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Clinical Epidemiological Characteristics And Risk Factors For Severity Of Sars-Cov-2 Pneumonia In Pediatric Patients: A Hospital-Based Study In Vietnam, Sang N Nguyen, Lam T Vu, Ha T Nguyen, Giang H Dao, Anh Ngoc T Nguyen

Faculty, Staff and Student Publications

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Introduction Coronavirus disease (COVID-19) is an infectious disease caused by SARS-CoV-2, which can cause organ failure in several organs, cardiac problems, or acute respiratory distress syndrome (ARDS). Identifying clinical epidemiological characteristics and risk factors for complications of COVID-19 allows clinicians to diagnose and treat promptly. Objectives This study aims to describe the clinical epidemiological characteristics of COVID-19 and assess risk factors for the severity of SARS-CoV-2 pneumonia in children treated at Haiphong Children's Hospital. Methods A descriptive cross-sectional study was conducted in Haiphong Children's Hospital, Haiphong, Vietnam, for one year, from January 1, 2022, to December 31, 2022. Results In …

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The Ethics And Practice Of Periviability Care, Alex C Vidaeff, Joseph W Kaempf

Faculty, Staff and Students Publications

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Since the 1960s, the gestational age at which premature infants typically survive has decreased by approximately one week per decade [1]. Survival is now reported at remarkably early gestational ages. In 2022, the Vermont Oxford Network reported neonatal intensive care unit (NICU) survival rates of 21%, 46%, and 63% at 22, 23, and 24 weeks’ gestation [2]. Presently, in industrialized nations, the so-called periviability interval refers to the gestational age period of possible survival that extends from approximately 22 to 25 weeks’ gestation. Newborns born within this period are distinguished by their need for extraordinarily complex …

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Sex Differences In Revascularization, Treatment Goals, And Outcomes Of Patients With Chronic Coronary Disease: Insights From The Ischemia Trial, Harmony R Reynolds, Derek D Cyr, C Noel Bairey Merz, Leslee J Shaw, Bernard R Chaitman, William E Boden, Karen P Alexander, Yves D Rosenberg, Sripal Bangalore, Gregg W Stone, Claes Held, John Spertus, Kaatje Goetschalckx, Olga Bockeria, Jonathan D Newman, Jeffrey S Berger, Ahmed Elghamaz, Renato D Lopes, James K Min, Daniel S Berman, Michael H Picard, Raymond Y Kwong, Robert A Harrington, Boban Thomas, Sean M O'Brien, David J Maron, Judith S Hochman, Ischemia Research Group

Faculty, Staff and Student Publications

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BACKGROUND: Women with chronic coronary disease are generally older than men and have more comorbidities but less atherosclerosis. We explored sex differences in revascularization, guideline-directed medical therapy, and outcomes among patients with chronic coronary disease with ischemia on stress testing, with and without invasive management.

METHODS AND RESULTS: The ISCHEMIA (International Study of Comparative Health Effectiveness with Medical and Invasive Approaches) trial randomized patients with moderate or severe ischemia to invasive management with angiography, revascularization, and guideline-directed medical therapy, or initial conservative management with guideline-directed medical therapy alone. We evaluated the primary outcome (cardiovascular death, myocardial infarction, or hospitalization for …

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Assessment Of Breastfeeding Education In Medical Training, Saranya Madan, Abigail Kuplicki

Medical Student Research Symposium

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In 2019, the Academy of Breastfeeding Medicine issued a revised set of educational objectives for medical trainees at various stages of education. In this statement, objectives for medical school were broken down into preclinical and clinical training objectives. In this project, our goal is to assess the degree to which medical training at Wayne State University School of Medicine is addressing these aims.

The assessment of breastfeeding education is accomplished by surveying medical students at various stages of training (M1-M4) and eliciting their level of confidence in and understanding of the topics outlined in the objectives by the Academy of …

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Breastfeeding Initiation, Duration, And Associated Factors Among People With Hepatitis C Virus Infection, Jennifer L Grasch, Jessica A De Voest, George R Saade, Brenna L Hughes, Uma M Reddy, Maged M Costantine, Edward K Chien, Alan T N Tita, John M Thorp, Torri D Metz, Ronald J Wapner, Vishakha Sabharwal, Hyagriv N Simhan, Geeta K Swamy, Kent D Heyborne, Baha M Sibai, William A Grobman, Yasser Y El-Sayed, Brian M Casey, Samuel Parry, Eunice Kennedy Shriver National Institute Of Child Health And Human Development (Nichd) Maternal-Fetal Medicine Units (Mfmu) Network

Faculty, Staff and Student Publications

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OBJECTIVE: To characterize breastfeeding behaviors and identify factors associated with breastfeeding initiation among people with hepatitis C virus (HCV) infection.

METHODS: We conducted a secondary analysis of a multicenter observational cohort of pregnant people with singleton gestations and HCV seropositivity. This analysis includes individuals with data on breastfeeding initiation and excludes those with human immunodeficiency virus (HIV) co-infection. The primary outcome was self-reported initiation of breastfeeding or provision of expressed breast milk. Secondary outcomes included duration of breastfeeding. Demographic and obstetric characteristics were compared between those who initiated breastfeeding and those who did not to identify associated factors. Univariable and …

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Dhea: A Neglected Biological Signal That May Affect Fetal And Child Development, Natasha A. Bailey, Elysia Poggi Davis, Curt A. Sandman, Laura M. Glynn

Psychology Faculty Articles and Research

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The stress-sensitive maternal hypothalamic–pituitary–adrenal (HPA) axis through the end-product cortisol, represents a primary pathway through which maternal experience shapes fetal development with long-term consequences for child neurodevelopment. However, there is another HPA axis end-product that has been widely ignored in the study of human pregnancy. The synthesis and release of dehydroepiandosterone (DHEA) is similar to cortisol, so it is a plausible, but neglected, biological signal that may influence fetal neurodevelopment. DHEA also may interact with cortisol to determine developmental outcomes. Surprisingly, there is virtually nothing known about human fetal exposure to prenatal maternal DHEA and offspring neurodevelopment. The current study …

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Uterine Leiomyomata As A Cause Of Abdominal Compartment Syndrome In The Postpartum Period, Mason Hui, Baha Sibai, Alvaro Montealegre, Mateo G Leon

Faculty, Staff and Student Publications

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Uterine leiomyomas are common benign smooth muscle tumors that often occur during the reproductive years. Although many cases may not result in significant complications, negative pregnancy outcomes have been associated with the size and location of the fibroids. Degeneration of fibroids can occur as early as the late first trimester when they undergo significant volumetric growth, contributing to pain during pregnancy. While myomectomy is typically avoided during pregnancy, conservative management with anti-inflammatory medications may be effective. Surgical removal or preterm delivery may be necessary if symptoms persist. Abdominal compartment syndrome (ACS) is a rare condition characterized by sustained elevated intra-abdominal …

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Facilitators To Cervical Cancer Screening In A Minority, Urban, Underserved Population, Noel Higgason, Linh Nguyen, Yen-Chi Le, Ogochukwu Juliet Ezeigwe, Tong Han Chung, Natalia Williams, Xochitl K Olguin, Abigail S Zamorano

Faculty, Staff and Student Publications

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OBJECTIVES: Cervical cancer has markedly declined due to widespread use of screening, but Hispanic women continue to bear a disproportionate amount of the cervical cancer burden due to under-screening. Previous studies have explored barriers to screening but have failed to identify targetable facilitators in this group. We aimed to assess facilitators to cervical cancer screening among a predominantly urban, Hispanic population who presented to a no-cost, community-based clinic.

METHODS: Patients completed demographic and health information, a validated social determinants of health (SDOH) screen, and a self-reported facilitators survey on factors which enabled them to present to clinic. Descriptive statistics were …

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Limited Independent Follow-Up With Germline Testing Of Variants Detected In Brca1 And Brca2 By Tumor-Only Sequencing, Carol J Nowlen, Molly Daniels, Burak Uzunparmak, Ecaterina E Ileana Dumbrava, Ying Yuan, Keyur P Patel, Nadine Rayes, Jacqueline Harkenrider, Chetna Wathoo, Jennifer Veazie, Krystle A Luna, Wanlin Wang, Chacha Horombe, Milind Javle, Jordi Rodon Ahnert, Timothy A Yap, Banu Arun, Karen H Lu, Funda Meric-Bernstam

Faculty, Staff and Student Publications

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Introduction

Genomic profiling is performed in patients with advanced or metastatic cancer, in order to direct cancer treatment, often sequencing tumor-only, without a matched germline comparator. However, because many of the genes analyzed on tumor profiling overlap with those known to be associated with hereditary cancer predisposition syndromes (HCPS), tumor-only profiling can unknowingly uncover germline pathogenic (P) and likely pathogenic variants (LPV). In this study, we evaluated the number of patients with P/LPVs identified in BRCA1 and BRCA2 (BRCA1/2) via tumor-only profiling, then determined the germline testing outcomes for those patients.

Methods

A retrospective chart review was performed …

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Prenatal Cocaine Exposure And Its Influence On Pediatric Epigenetic Clocks And Epigenetic Scores In Humans, Thiago Wendt Viola, Christina Danzer, Victor Mardini, Claudia Szobot, João Henrique Chrusciel, Laura Stertz, Joy M Schmitz, Consuelo Walss-Bass, Gabriel R Fries, Rodrigo Grassi-Oliveira

Faculty, Staff and Student Publications

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The investigation of the effects of prenatal cocaine exposure (PCE) on offspring has been inconsistent, with few studies investigating biological outcomes in humans. We profiled genome-wide DNA methylation (DNAm) of umbilical cord blood (UCB) from newborns with (n = 35) and without (n = 47) PCE. We used DNAm data to (1) assess pediatric epigenetic clocks at birth and (2) to estimate epigenetic scores (ES) for lifetime disorders. We generated gestational epigenetic age estimates (DNAmGA) based on Knight and Bohlin epigenetic clocks. We also investigated the association between DNAmGA and UCB serum brain-derived neurotrophic factor (BDNF) levels. Considering the large-scale …

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Editorial: Care During Pregnancy And Early Childhood For Growth And Development In Low- And Middle- Income Countries, Ranadip Chowdhury, Ravi Prakash Upadhyay, Bireshwar Sinha, Nita Bhandari, Sunita Taneja, Jai K. Das

Centre of Excellence in Women and Child Health

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No abstract provided.

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Leveraging Machine Learning To Study How Temperature Scores Predict Pre-Term Birth Status, Erich Seamon, Jennifer A. Mattera, Sarah A. Keim, Esther M. Leerkes, Jennifer L. Rennels, Andrea J. Kayl, Kristy M. Kulhanek, Darcia Narvaez, Sarah M. Sanborn, Jennifer B. Grandits, Christine Dunkel Schetter, Mary Coussons-Read, Amanda R. Tarullo, Sarah J. Schoppe-Sullivan, Mariah E. Thomason, Julie M. Braungart-Rieker, Julie C. Lumeng, Shannon N. Lenze, Lisa M. Christian, Darby E. Saxbe, Laura R. Stroud, Christina M. Rodriguez, Stephanie Anzaman-Frasca

Psychology Faculty Publications

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Background

Preterm birth (birth at <37 completed weeks gestation) is a significant public heatlh concern worldwide. Important health, and developmental consequences of preterm birth include altered temperament development, with greater dysregulation and distress proneness.

Aims

The present study leveraged advanced quantitative techniques, namely machine learning approaches, to discern the contribution of narrowly defined and broadband temperament dimensions to birth status classification (full-term vs. preterm). Along with contributing to the literature addressing temperament of infants born preterm, the present study serves as a methodological demonstration of these innovative statistical techniques.

Study design

This study represents a metanalysis conducted with multiple samples (N = 19) including preterm (n = 201) children and (n = 402) born at term, with data combined across investigations to perform classification analyses.

Subjects …

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