Machine Learning-Enabled Maternal Risk Assessment For Women With Pre-Eclampsia (The Piers-Ml Model): A Modelling Study, Tünde Montgomery-Csobán, Kimberley Kavanagh, Paul Murray, Chris Robertson, Sarah J E Barry, U Vivian Ukah, Beth A Payne, Kypros H Nicolaides, Argyro Syngelaki, Olivia Ionescu, Ranjit Akolekar, Jennifer A Hutcheon, Laura A Magee, Peter Von Dadelszen, Piers Consortium

Faculty, Staff and Student Publications

BACKGROUND: Affecting 2-4% of pregnancies, pre-eclampsia is a leading cause of maternal death and morbidity worldwide. Using routinely available data, we aimed to develop and validate a novel machine learning-based and clinical setting-responsive time-of-disease model to rule out and rule in adverse maternal outcomes in women presenting with pre-eclampsia.

METHODS: We used health system, demographic, and clinical data from the day of first assessment with pre-eclampsia to predict a Delphi-derived composite outcome of maternal mortality or severe morbidity within 2 days. Machine learning methods, multiple imputation, and ten-fold cross-validation were used to fit models on a development dataset (75% of …

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

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 …

A Greb1-Steroid Receptor Feedforward Mechanism Governs Differential Greb1 Action In Endometrial Function And Endometriosis, Sangappa B Chadchan, Pooja Popli, Zian Liao, Eryk Andreas, Michelle Dias, Tianyuan Wang, Stephanie J Gunderson, Patricia T Jimenez, Denise G Lanza, Rainer B Lanz, Charles E Foulds, Diana Monsivais, Francesco J Demayo, Hari Krishna Yalamanchili, Emily S Jungheim, Jason D Heaney, John P Lydon, Kelle H Moley, Bert W O'Malley, Ramakrishna Kommagani

Faculty, Staff and Students Publications

Cellular responses to the steroid hormones, estrogen (E2), and progesterone (P4) are governed by their cognate receptor's transcriptional output. However, the feed-forward mechanisms that shape cell-type-specific transcriptional fulcrums for steroid receptors are unidentified. Herein, we found that a common feed-forward mechanism between GREB1 and steroid receptors regulates the differential effect of GREB1 on steroid hormones in a physiological or pathological context. In physiological (receptive) endometrium, GREB1 controls P4-responses in uterine stroma, affecting endometrial receptivity and decidualization, while not affecting E2-mediated epithelial proliferation. Of mechanism, progesterone-induced GREB1 physically interacts with the progesterone receptor, acting as a cofactor in a positive feedback …

Clinical Pathway Using Arabic Written Medical Information To Improve Incontinence Healthcare Utilization, John F. Knapp, Codrut Radoiu, Emma Ross, Jack Vercnocke Md, Aron Liaw Md, Nivedita Dhar

Medical Student Research Symposium

Introduction and Objective: Metro Detroit holds ~13% of all Arabic speakers in the U.S.A. and 91% of those in Michigan. Evidence supports that patients who do not speak the local language have poor access to healthcare. This study describes our preliminary experience of managing Arabic only speaking women with bothersome stress urinary incontinence (SUI) from May 2022 to October 2023. These women routinely request same-sex interpreters, which is not always possible, leading to a lack of detailed translation. A potential solution is to use Arabic written medical information (AWMI). The purpose of the study was to retrospectively look at the …

Gestational Diabetes Augments Group B Streptococcus Infection By Disrupting Maternal Immunity And The Vaginal Microbiota, Vicki Mercado-Evans, Marlyd E Mejia, Jacob J Zulk, Samantha Ottinger, Zainab A Hameed, Camille Serchejian, Madelynn G Marunde, Clare M Robertson, Mallory B Ballard, Simone H Ruano, Natalia Korotkova, Anthony R Flores, Kathleen A Pennington, Kathryn A Patras

Faculty, Staff and Student Publications

Group B Streptococcus (GBS) is a pervasive perinatal pathogen, yet factors driving GBS dissemination in utero are poorly defined. Gestational diabetes mellitus (GDM), a complication marked by dysregulated immunity and maternal microbial dysbiosis, increases risk for GBS perinatal disease. Using a murine GDM model of GBS colonization and perinatal transmission, we find that GDM mice display greater GBS in utero dissemination and subsequently worse neonatal outcomes. Dual-RNA sequencing reveals differential GBS adaptation to the GDM reproductive tract, including a putative glycosyltransferase (yfhO), and altered host responses. GDM immune disruptions include reduced uterine natural killer cell activation, impaired recruitment to placentae, …

Outpatient Fall Prevention In Ambulatory Adults 65 Years Old And Over, Dorothy L. Osborne-White

Doctor of Nursing Practice (DNP) Scholarly Projects - Archive

Background: In the United States (U.S.), falls are the leading cause of injury among adults 65 and over, resulting in 36 million falls yearly (Moreland et al., 2020). According to the Centers for Disease Control and Prevention (CDC, 2023), one in four older adults experiences a fall each year. Falls are the world's second most prominent cause of accidental deaths (World Health Organization [WHO], 2021). Falls are the leading cause of both fatal and non-fatal injuries among older adults (Moreland et al., 2020).

Methods: A quality improvement project that included a fall bundle was implemented in a primary clinic. A …

Activation Of Piezo1 Increases The Sensitivity Of Breast Cancer To Hyperthermia Therapy, Shao-Kang Wang, Xiao-Ting Zhang, Xuan-Yao Jiang, Bi-Jiang Geng, Tao-Lin Qing, Lei Li, Yun Chen, Jin-Feng Li, Xiao-Fang Zhang, Shuo-Gui Xu, Jiang-Bo Zhu, Yu-Ping Zhu, Mei-Tang Wang, Ji-Kuai Chen

Faculty, Staff and Student Publications

Photothermal therapy (PTT) of nanomaterials is an emerging novel therapeutic strategy for breast cancer. However, there exists an urgent need for appropriate strategies to enhance the antitumor efficacy of PTT and minimize damage to surrounding normal tissues. Piezo1 might be a promising novel photothermal therapeutic target for breast cancer. This study aims to explore the potential role of Piezo1 activation in the hyperthermia therapy of breast cancer cells and investigate the underlying mechanisms. Results showed that the specific agonist of Piezo1 ion channel (Yoda1) aggravated the cell death of breast cancer cells triggered by heat stress

Sex Differences In The Association Between Cardiac Vagal Control And The Effects Of Baroreflex Afferents On Behavior, Xiao Yang, Jacob Chaney, Aaron S. David, Fang Fang

Psychology Faculty Publications

Background: Cardiovascular disease (CVD) is the leading cause of mortality and disability worldwide. While sex differences in CVD have been well documented, the physiological mechanisms of those sex differences remain unclear. As important components of the cardiovascular system, cardiac vagal control and baroreflex serve as mechanisms of sex differences in CVD and are modifiable factors for gender-specific CVD preventions. Methods: Ninety-four healthy adults (18–44 years of age; M_age = 21.09 years; 46 female) were recruited to complete the assessments of heart rate variability (HRV) at a resting baseline and the cardiac timing effect on an R-wave-locked reaction time (RT) …

Next Top Model: An Overview Of Breast Cancer Risk Assessment Models, Pooja Agrawal, Carolyn Audet, Laura Ernst, Katie Lang, Sonya Reid, Katie Davis, Rebecca Selove, Maureen Sanderson, Lucy Spalluto

Gulf Coast Division GME Research Symposium 2024

No abstract provided.

Gambian Mothers Lack Obstetric Danger Sign Knowledge, But Educational Intervention Shows Promise, Kara Shannon, Jocelyn Burridge, Brodus Franklin, Sheena Bhushan, Susan Hilsenbeck, Elena V Petrova, James N'Dow, Ibezimako Iwuh, Sharmila Anandasabapathy, Jeffrey P Wilkinson

Faculty, Staff and Students Publications

BACKGROUND: The Gambia has the 12th highest maternal mortality rate in the world, with 80% of deaths resulting from avoidable causes. Unawareness of pregnancy danger signs (DS) has been shown to be a barrier to seeking obstetric care, while app-based education intervention has shown promise.

OBJECTIVE: We aim to assess patient awareness of DS, identify barriers to awareness, and evaluate potential for implementing smartphone-based technologies for education.

METHODS: A cross-sectional semi-structured survey was administered to Gambian women (n = 100) across five hospitals/health centers. Data and informed consent were collected via an online survey portal. Analysis included bivariate analysis and …

Canadian French Translation And Validation Of The Neck Dissection Impairment Index: A Quality Of Life Measure For The Surgical Oncology Population, Michel Khoury, William Guertin, Cameo Hao, Mikhail Saltychev, Tareck Ayad, Eric Bissada, Apostolos Christopoulos, Sami Moubayed, Marie-Jo Olivier, Douglas Chepeha, Stephen Y Lai, Anastasios Maniakas

Faculty, Staff and Student Publications

BACKGROUND: Neck dissections (ND) are a routine procedure in head and neck oncology. Given the postoperative functional impact that some patients experience, it is imperative to identify and track quality of life (QoL) symptomatology to tailor each patient's therapeutic needs. To date, there is no validated French-Canadian questionnaire for this patient-population. We therefore sought to translate and validate the Neck Dissection Impairment Index (NDII) in Canadian French.

METHODS: A 3-phased approach was used. Phase 1: The NDII was translated from English to Canadian French using a "forward and backward" translational technique following international guidelines. Phase 2: A cognitive debriefing session …

The Effects Of Night Shift Work On Heart, Gut, And Reproductive Health, A Systematic Review, Courtney Grayson, Preeti Oza

Pacific Journal of Health

Night shift work, a commonplace in today’s society, creates a variety of health-related challenges for individuals who participate in it. Often, the only adverse health effects discussed in relation to night shift work are sleep dysfunction and mental health issues. This systematic review examined the cardiovascular, gastrointestinal, and fertility health effects that plague individuals working night shift. The goal of this work is to illuminate these lesser known, but equally important, health effects in an effort to bring awareness to the issues. By educating night shift workers and health care providers of the acute risks associated with this type of …

Enhancing Antenatal Education In Pakistan: An Audit And Recommendations, Maliha Abbas, Shelina Bhamani, Yasmin Kanjani, Lumaan Sheikh

Department of Obstetrics & Gynaecology

Background: Antenatal Education equips parents with knowledge for safe maternal health and infant care. It also reduces fear and anxiety during childbirth. ANE curriculum can vary according to country and institute. It can include classes focusing on childbirth, pain relief techniques, mode of birth, parenting, breastfeeding, breathing techniques, etc. Although ANE is widely practiced in developed countries, there is no standard program in developing countries like Pakistan. This study aims to improve antenatal education at a tertiary care hospital in Karachi, Pakistan potentially proposing an upgraded curriculum as a national standards
Methods: This multiphase study used mix-method design was conducted …

Steroid Receptor Coactivator-2 Drives Epithelial Reprogramming That Enables Murine Embryo Implantation, Vineet K Maurya, Maria M Szwarc, David M Lonard, Ramakrishna Kommagani, San Pin Wu, Bert W O'Malley, Francesco J Demayo, John P Lydon

Faculty, Staff and Students Publications

Although we have shown that steroid receptor coactivator-2 (SRC-2), a member of the p160/SRC family of transcriptional coregulators, is essential for decidualization of both human and murine endometrial stromal cells, SRC-2’s role in the earlier stages of the implantation process have not been adequately addressed. Using a conditional SRC-2 knockout mouse (SRC-2 ^d/d) in timed natural pregnancy studies, we show that endometrial SRC-2 is required for embryo attachment and adherence to the luminal epithelium. Implantation failure is associated with the persistent expression of Mucin 1 and E-cadherin on the apical surface and basolateral adherens junctions of the SRC-2 …

Outcomes Of Cardiothoracic Surgery In Women With Turner Syndrome, Lucas Ribé, Ferial D Shihadeh, Rana O Afifi, Anthony L Estrera, Siddharth K Prakash

Faculty, Staff and Student Publications

BACKGROUND: To describe short- and mid-term surgical outcomes of patients with Turner syndrome (TS) after cardiovascular interventions.

METHODS: All individuals >12 years of age at the time of surgical repair for cardiovascular disease (valve or coarctation repairs, aortic disease, aortic dissection) from 2002 to 2022 were eligible. The primary endpoint was complications or death within 30 days of intervention. Secondary outcomes included late complications and reinterventions within six months. Combined data from the University of Texas Health Science Center at Houston and the Turner Syndrome Society of the United States were included in the analysis.

RESULTS: We identified 22 patients …

Geographic Variation In Late-Stage Cervical Cancer Diagnosis, Itunu O Sokale, Aaron P Thrift, Jane Montealegre, Victor Adekanmbi, Onyema G Chido-Amajuoyi, Ann Amuta, Lorraine R Reitzel, Abiodun O Oluyomi

Faculty, Staff and Students Publications

IMPORTANCE: There are stark disparities in cervical cancer burden in the United States, notably by race and ethnicity and geography. Late-stage diagnosis is an indicator of inadequate access to and utilization of screening.

OBJECTIVE: To identify geospatial clusters of late-stage cervical cancer at time of diagnosis in Texas.

DESIGN, SETTING, AND PARTICIPANTS: This population-based cross-sectional study used incident cervical cancer data from the Texas Cancer Registry from 2014 to 2018 of female patients aged 18 years or older. Late-stage cervical cancer cases were geocoded at the census tract level (n = 5265) using their residential coordinates (latitude and longitude) at …

El Programa Ampliado De Inmunización (Pai) Y La Confianza En La Vacunación De La Población En Argentina: Estudio De Caso En La Vacunación Contra El Virus Del Papiloma Humano (Vph). The Expanded Program On Immunization (Epi) And Vaccine Confidence In Argentina’S Population: A Case Study On The Human Papillomavirus (Hpv) Vaccine., Ana Tiscareño

Independent Study Project (ISP) Collection

En este estudio, se realizó una exploración del Programa Ampliado de Inmunización (PAI) en Argentina y como sus estrategias afectan los motivos a vacunarse o no en el país. Con un sistema de salud universal y gratuito, la gente en Argentina tiene el derecho a la salud que incluye la vacunación gratuita y obligatoria. Pero en el campo de la inmunización, no hay estudios sobre los otros factores que llevaban a las personas a adherir o no a la vacunación. Para cumplir los objetivos de la investigación, se utilizó un abordaje descriptivo cualitativo con un análisis de fuentes secundarias y …

Health Information Seeking In The Digital Age: A National Survey Of Women With Disabilities, Susan Robinson-Whelen, Rosemary B Hughes, Jeanne L Alhusen, Leanne Beers, Charles G Minard, David Davidson

Faculty, Staff and Students Publications

PURPOSE: Access to high quality and accessible online health information (OHI) is critical for reducing disparities, overcoming barriers, and improving the health of women with disabilities. This study aimed to understand women with physical disabilities' use of the Internet to access OHI, most often searched health topics, perceived usefulness of OHI, and self-reported eHealth literacy and challenges in OHI seeking.

METHODS: We conducted a national online survey with 508 women with physical disabilities who used the Internet.

RESULTS: Respondents utilized a wide variety of OHI resources. They searched a broad array of health and disability-related topics, with bowel/bladder and finding …

Improving Maternal, Neonatal And Child Health Outcomes In Low-Resource Settings: Translating Research Evidence To Practice - Report From The Third International Conference On Maternal, Newborn And Child Health, Robert L. Goldenberg, Shivaprasad S. Goudar, Nancy F. Krebs, Richard Derman, Sarah Saleem, Elizabeth M. Mcclure

Community Health Sciences

No abstract provided.

Encouraging Human Papillomavirus Vaccine Uptake: A Healthcare Improvement Project, Lauren E. Woll

Dissertations

Abstract

Problem: Human papillomaviruses are the causative agents of >95% of cervical cancers, most oropharyngeal and anogenital cancers, yet the vaccination status of the population remains critically low despite Gardasil9 offering robust protection against HPV-related disease.

Methods: This quality improvement project utilized a descriptive, observational design to assess the effect of the HPV Encouragement Bundle, a two-step intervention to improve HPV vaccine uptake. Quantitative data was collected via retrospective chart review to assess the effect of the intervention on first-dose administration of Gardasil9 (series initiation), as well as overall Gardasil9 vaccine uptake.

Results: Following implementation, Gardasil9 first dose uptake increased …

Early Postpartum Hba1c After Hyperglycemia First Detected In Pregnancy-Imperfect But Not Without Value, Ankia Coetzee, David R Hall, Mari Van De Vyver, Magda Conradie

Faculty, Staff and Student Publications

BACKGROUND: South African women of childbearing age are disproportionally affected by obesity and at significant risk of Type 2 Diabetes Mellitus (T2DM). Unless pregnant, they do not readily undergo screening for T2DM. With a local focus on improved antenatal care, hyperglycemia is often first detected in pregnancy (HFDP). This may erroneously be attributed to Gestational Diabetes Mellitus (GDM) in all without considering T2DM. Glucose evaluation following pregnancy is essential for early detection and management of women with T2DM in whom persistent hyperglycemia is to be expected. Conventional testing with an oral glucose tolerance test (OGTT) is cumbersome, prompting investigation for …

Racial/Ethnic Disparities In Cervical Cancer Stage At Diagnosis: Mediating Effects Of Neighborhood-Level Socioeconomic Deprivation, Itunu O Sokale, Abiodun O Oluyomi, Jane R Montealegre, Aaron P Thrift

Faculty, Staff and Students Publications

BACKGROUND: Mortality from cervical cancer has declined steadily in the United States over the past several decades due to widespread screening for precancerous and early-stage cervical cancer (ECC), which are significantly easier to treat compared with late-stage cervical cancer (LCC). Unequal screening access continues to cause significant racial/ethnic disparities in cervical cancer diagnosis stage. This study examined the underlying role of neighborhood-level socioeconomic disadvantage as a potential mediator of the association between race/ethnicity and cervical cancer diagnosis stage.

METHODS: We analyzed Texas Cancer Registry data for cervical cancer cases diagnosed among women ages 18 or older from 2010 to 2018. …

Review Of Gynaecological Cancer Among Aboriginal And/Or Torres Strait Islander People In Australia, Aime Powell, Ami Morseu-Diop, Maya Morton Ninomiya, Uday Narayan Yadav, Emily Phillips, Devendra Raj Singh, Tamara Butler, Emma Allanson, Lisa J. Whop

Journal of the Australian Indigenous HealthInfoNet

Gynaecological cancers bear a significant burden on the health of Australians. Whilst Australia has made great strides in reducing the overall gynaecological cancer burden nationally, Aboriginal and/or Torres Strait Islander women continue to experience disproportionately high rates of gynaecological cancers.

This review focuses on the social, cultural, and historical contexts that contribute to inequitable gynaecological cancer rates among Aboriginal and/or Torres Strait Islander women. An in-depth discussion on cervical cancer, ovarian cancer, and uterine cancer are described; including the incidence, mortality, survival, and management of these diseases for Aboriginal and/or Torres Strait Islander women.

It highlights both the persistent barriers …

Is There An Association Between Preeclampsia/Eclampsia And Congenital Heart Disease Among The Neurodivergent Population?, Jasmine Emanuel, Venkateswar Venkataraman, Jennifer Lecomte, Andrea Iannuzzelli

Rowan-Virtua Research Day

Preeclampsia and eclampsia are very common gestational conditions among pregnant individuals worldwide. These individuals are diagnosed with high blood pressure (after 20 weeks of gestation), proteinuria/end-stage organ disease, and may include seizures. These conditions can put the mother and fetus at risk. A review of literature has shown that there is an association between cardiovascular defects among the neurodivergent population, where these individuals have a higher risk of developing atrial septal defects and ventricular septal defects. The Rowan-Virtua Integrated Special Needs (RISN) Center patient population will be used to investigate whether preeclampsia/eclampsia in mothers is indicative of higher congenital heart …

The Possible Relationship Of Adiponectin And Gestational Weight Gain During Different Stages Of Pregnancy Amongst Different Ethnic Groups, Jayshree Chauhan, Xinhua Chen

Rowan-Virtua Research Day

Introduction: Gestational Weight Gain (GWG) is defined as weight gain between conception and birth. Adiponectin, a fat derived hormone, has an inverse relationship with weight gain. We investigated the relationship of maternal adiponectin concentration and GWG during different pregnancy stages among ethnic groups. Method: Serum adiponectin levels were measured at entry (week 16) and trimester three (week 28) in pregnant women (n = 1634, age 22.0±5.3, pre-pregnancy BMI 25.7±6.3) which included Hispanic (47%), African American (37%) and Caucasian (16%) women. GWG was measured at week 24, 28, 32, and delivery and was divided into inadequate, adequate, and excessive according to …

Evaluation Of Outcome Following Oocyte Retrieval In Women With Marked Diminished Oocyte Reserve (Dor) Where The Only Oocyte Retrieved Was In A Metaphase I State, Brooke Neumann, Jerome Check, Carrie Wilson, Donna Summers, Kathleen Hollahan

Rowan-Virtua Research Day

OBJECTIVE: To determine if there is value in culturing a metaphase I oocyte to metaphase II followed by intracytoplasmic sperm injection (ICSI), fertilization, then embryo transfer (ET) in women with marked DOR. MATERIALS AND METHODS: A follicle stimulating hormone (FSH) receptor up-regulation technique was used in women whose day 3 serum FSH levels were >12 mIU/mL and/or the serum anti-mullerian (AMH) level was <1ng/mL to mature antral follicle(s) to the dominant follicle stage (average diameter >18) and serum estradiol (E2) >200pg/mL when 10,000 IU human chorionic gonadotropin (hCG) would be given followed by oocyte retrieval 32 hours later. The basic tenet of this follicle maturation technique is to 1) use very little …

Purple Urine Bag Syndrome (Pubs) In A Patient With A Chronic Indwelling Foley, Kelsey Murray, Kishan B. Patel

Rowan-Virtua Research Day

Purple urine bag syndrome (PUBS) is a rare medical condition characterized by the appearance of purple discoloration in the urine collection bag of patients who use catheters for urinary drainage. PUBS is primarily seen in elderly, female, and institutionalized patients who have chronic indwelling catheters. The discoloration occurs due to the presence of certain bacteria that produce pigments, which react with the plastic materials of the catheter and urine collection bag, leading to the formation of a purple color. In addition to the aesthetic concerns, PUBS may also indicate an underlying urinary tract infection or other medical conditions that require …

Impact Of Osteopathic Manipulative Therapy (Omt) On Morbidity In Pregnant Persons Aged 18-39, Jessica-Sophie Chang Horoschak

Rowan-Virtua Research Day

Background: Rates of maternal morbidity and mortality in the United States continue to rise.1 Pregnant persons are more vulnerable to stress and morbidities associated with the physiological changes of pregnancy. Low back pain and posterior pelvic pain are of high incidence experienced in pregnant persons.2 Prevention strategies are necessary to improve maternal health outcomes in the United States. Some studies have shown that Osteopathic Manipulative Therapy (OMT) can be an effective treatment modality for pregnant patients experiencing somatic pain. These studies, however, are limited and of small sample size.

Purpose: To examine the current literature on the impact of OMT …

Amenorrhea And Stress Fractures In Female New Jersey Division Iii Collegiate Runners: An Opportunity For Increased Health Education, Emily Forester, Tara Pellegrino

Rowan-Virtua Research Day

Background: In the National Collegiate Athletic Association (NCAA), 9.1% of the injuries reported by Women’s cross country athletes between 2014-2019 were fractures. Although excessive exercise is a major contributor to the development of amenorrhea, there are currently no studies on the association between amenorrhea and stress fractures in NJ NCAA Division III Women’s cross country or track athletes. This study aims to determine if there is an association between incidence of amenorrhea and subsequent occurrence of stress fractures among this population.

Methods: This is a survey based study. Participants must be female athletes over the age of 18 who currently …

Association Of Maternal Biomarkers With Gestational Weight Gain And Pre-Eclampsia, Matthew Green, Xinhua Chen

Rowan-Virtua Research Day

Background: There is convincing evidence that excessive gestational weight gain (GWG), based on the Institute of Medicine’s (IOM) 2009 guidelines, increases the risk of both maternal and neonatal complications.1-6 Although the association between excessive GWG and pre-eclampsia is well-established, the reason why this association exists remains unclear.

Methods: Previously collected data from a cohort of pregnant women in Camden, NJ between the years of 1998-2007 was used to examine the association between maternal serum biomarkers (C-peptide, IGF-1, Insulin and Homeostatic Model Assessment for Insulin Resistance (HOMA-IR)) collected at entry (week 16) and 3rd trimester (week 28) and longitudinally assessed gestational …