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Item 30 Years of Cystocele/Rectocele Repair in the United States(Lippincott, Williams, and Wilkins, 2016-07) Stewart, James R.; Hamner, Jennifer J.; Heit, Michael H.; Department of Obstetrics and Gynecology, IU School of MedicineObjective: A growing body of evidence suggests an increased role for apical support in the treatment of pelvic organ prolapse regardless of phenotype. The objective of this study was to determine whether changes in cystocele/rectocele diagnosis and surgical management for the last 30 years reflect this changing paradigm. Methods: Data from the National Hospital Discharge Survey were mined from 1979 to 2009 for diagnosis and procedure codes. Records were categorized according to predefined combinations of diagnosis and procedure codes and weighted according to the National Hospital Discharge Survey data set. Pearson [chi]2 test was used to evaluate the changes in population proportions during the study interval. Results: The proportion of isolated cystocele/rectocele diagnoses decreased from 1979 to 2009 (56.5%, n = 88,548, to 34.8%, n = 31,577). The proportion of isolated apical defect diagnoses increased from 1979 to 2009 (38.4%, n = 60,223, to 60.8%, n = 55,153). There was a decrease in the frequency of isolated cystocele/rectocele repair procedures performed from 1979 to 2009 (96.3%, n = 150,980, to 67.7%, n = 61,444), whereas there was an increase in isolated apical defect repair procedures (2.5%, n = 3929, to 22.5%, n = 20,450). The proportion of cystocele/rectocele plus apical defect procedures also increased (1.2%, n = 1879, to 9.7%, n = 8806). Furthermore, 87.0% of all studied diagnostic groups were managed by cystocele/rectocele repair alone. Conclusions: Surgeons have responded to the increased contribution of apical support defects to cystocele/rectocele by modifying their diagnostic coding practices. Unfortunately, their surgical choices remain largely rooted in an older paradigm.Item 56656 Programmatic Enhancements to Advance Racial Equity in Indiana (IN) CTSI(Cambridge University Press, 2021) Tucker Edmonds, Brownsyne; Robb, Sheri; Hurley, Thomas; Carroll, Aaron; Obstetrics and Gynecology, School of MedicineABSTRACT IMPACT: We present new programs aimed at training, retaining and preparing a diverse cadre of scientists to lead the field in transforming population health and advancing health equity. OBJECTIVES/GOALS: To mitigate biases inherent to the R01 grant funding process, trainees from backgrounds underrepresented in medicine (URM) may benefit from enhanced mentorship and a longer ‘runway’ to funding. As such, we have deployed two synergistic programs that aim to support URM retention and advancement. METHODS/STUDY POPULATION: The URM Program for Advising in Research and Development (UPwARD) pairs URM trainees with 2 mentors: 1) an institutional leader from outside their discipline to serve as an internal advocate and 2) an external eminent scholar who will facilitate the scholar’s development and prominence within their discipline. Additionally, the KL2 Program to Launch URM Success (KL2 PLUS) offers URM trainees a third year of funding to focus on scholarship, grant writing and leadership development. Four specific training components of KL2 PLUS include: 1) PLUS II Seminar Series, 2) Faculty Success Program, 3) attendance at the AAMC Minority Faculty Leadership Conference, and 4) CTSI Committee Service. RESULTS/ANTICIPATED RESULTS: Along with measures of productivity (papers, grants, K to R transition), we will utilize social network analyses and measures of collaboration, retention, and future CTSI engagement to evaluate the programs “success’‘ as both are designed to enhance trainee scholarly development and expand their professional and social networks. UPwARD does so by supporting engagement with external mentors at professional meetings and travel to present work across institutions. PLUS writing accountability groups will enhance publication rates and grant submissions, while also building connections with other URM faculty. Trainees also serve on IN CTSI committees to groom talent for future IN CTSI leadership. DISCUSSION/SIGNIFICANCE OF FINDINGS: Systemic inequities underlie the ‘leaky pipeline’ challenge we face in cultivating a diverse cadre of senior scientists and independent investigators. With intentional programming and targeted investments, IN CTSI aims to advance more equitable funding outcomes and diverse leadership.Item 786 Neonatal outcomes in pregnant women with diagnosis of COVID-19(Elsevier, 2021) Izewski, Joanna; Boudova, Sarah; Rouse, Caroline E.; Ibrahim, Sherrine A.; Shanks, Anthony L.; Reinhardt, Jeff C.; Scifres, Christina; Haas, David M.; Peipert, Jeffrey F.; Tuuli, Methodius G.; Obstetrics and Gynecology, School of MedicineObjective It is unclear whether infection with COVID-19 during pregnancy increases the risk of adverse neonatal outcomes. We tested the hypothesis that a diagnosis of COVID-19 during pregnancy increases the risk of neonatal respiratory morbidity and other adverse neonatal outcomes. Study Design: Retrospective analysis of prospectively collected data from two labor and delivery units with universal COVID-19 testing policy between March 1 and May 31, 2020. Pregnant women with singleton pregnancies who delivered during the study period and underwent testing for COVID-19 at any point in their pregnancy were eligible. The primary outcome was a composite of neonatal respiratory morbidity defined as the occurrence of any one of the following: respiratory distress syndrome, transient tachypnea of the newborn, and need for respiratory support. The risk of neonatal morbidity with and without a COVID-19 diagnosis were compared using univariable and multivariable analyses. Stratified analysis compared the risks of adverse neonatal outcomes in symptomatic and asymptomatic patients with COVID-19 to those without COVID-19. Results: Of 515 subjects meeting inclusion criteria, 55 (10.7%) tested positive for COVID-19; 19 (34.6%) were asymptomatic and 36 (65.4%) were symptomatic. No neonate tested positive for COVID-19. Rates of the primary outcome, composite neonatal respiratory morbidity, were not significantly different in patients with and without COVID-19 (21.8% vs 19.6%, P=0.692). There was no significant difference in the risk of neonatal respiratory morbidity in a Cox regression model accounting for time from diagnosis to delivery, and adjusting for gestational age at delivery, mode of delivery, and maternal diabetes (adjusted hazard ratio: 0.62; 95% CI 0.35, 1.09). There were no significant differences in any of the secondary outcomes in patients with COVID-19 who were asymptomatic or symptomatic (Table). Conclusion: A diagnosis of COVID-19 during pregnancy does not appear to increase the risk of neonatal morbidity. These data may be useful in counseling women diagnosed with COVID-19 during pregnancy.Item 975 ABO blood group, rhesus type and risk of COVID-19 in pregnant women(Elsevier, 2021) Ibrahim, Sherrine A.; Boudova, Sarah; Rouse, Caroline E.; Shanks, Anthony L.; Reinhardt, Jeffrey; Scifres, Christina; Haas, David M.; Peipert, Jeffrey F.; Tuuli, Methodius G.; Obstetrics and Gynecology, School of MedicineObjective: There is controversy regarding the association of ABO blood group, Rhesus (Rh) type and risk of COVID-19. We tested the hypothesis that ABO blood group and Rh type are associated with COVID-19 diagnosis and symptoms during pregnancy. Study Design: Retrospective analysis of prospectively collected data from two labor and delivery units with universal SARS-CoV-2 testing policy between March 1 and May 31, 2020. All pregnant women tested during the study period were eligible. The primary outcome was COVID-19 diagnosis. Secondary outcomes were measures of COVID-19 severity, including symptoms, ICU admission, respiratory support and treatment for COVID-19. Outcomes were compared across ABO blood groups. Women with blood group O or Rh positive blood type were compared with non-O groups and Rh negative, respectively, using univariable and multivariable analyses. Results: Of 586 pregnant women tested, 66 (11.3%) were positive. The most common ABO blood group in the cohort was O (52.2%) and 87.4% were Rh positive. Rates of the primary outcome, COVID-19 diagnosis, were not significantly different across ABO blood groups (P=0.47). There were also no significant differences in measures of COVID-19 severity among blood groups (Table). Compared to other blood groups, the risk of COVID-19 diagnosis was not significantly different in women with group O (13.1% vs 9.3%, adjusted OR 1.43; 95% CI 0.84, 2.4). Rh positive women were at a significantly higher risk of COVID-19 diagnosis (12.3% vs 4.1%, adjusted OR 3.38; 95% CI 1.03, 11.07) and a non-significant increased risk of symptoms (6.8% vs 2.7%, adjusted OR 2.67; 95% CI 0.63, 11.32), after adjusting for ABO blood group (Figure). Conclusion: We found no association between ABO blood group and diagnosis or severity of COVID-19 in pregnant women. However, Rhesus positive women may be at a higher risk of COVID-19.Item A BRCA1+ Patient with Twin Pregnancy of a Complete Mole with Complete Fetus(American Medical Women's Association, 2023-03-23) Yaqub, Amna; Taminack, Hope; Ungureanu, Ilinca; Ganapaneni, Sruthi; Tian, Wendy; Scifres, Christina; Robertson, SharonTitle: A BRCA1+ Patient with Twin Pregnancy of a Complete Mole with Complete Fetus Authors: Yaqub, A., Tominack, H., Ungureanu, I., Ganapaneni, S., Tian, W. MD, Scifres, C. MD, & Robertson, S. MD Background: A complete molar pregnancy is a non-viable pregnancy that results from the implantation of a diploid fertilized egg containing no maternal DNA. Twin pregnancy of a complete mole with complete fetus (CMCF) is a very rare occurrence with an incidence of 1/22,000 to 1/100,000 pregnancies. Continuing a CMCF pregnancy can result in many risks to the health of the mother and fetus. Case: A 35-year-old G3P2 female presented to an obstetric scan at 20 weeks gestation, which was suspicious for both a viable fetus and a molar pregnancy. She had no significant medical history other than being BRCA1+, with two previous uncomplicated pregnancies. Her initial ultrasound at 10 weeks gestation was indeterminate on whether this was a partial mole vs CMCF. The patient was offered the option to terminate the pregnancy due to risk of complications but chose to proceed with the pregnancy. Because she was BRCA1+ with a strong family history of breast and ovarian cancer, she had a planned Cesarean-hysterectomy with bilateral oophorectomy at 34 weeks. Mother and infant were discharged on postoperative day 2, and the pathology report of the placenta confirmed the removal of a complete mole. Serial β-hcg levels were followed after delivery. Clinical Significance: Due to the high risk of complications, pregnancy termination is typically offered to patients in this situation. Patients who choose to continue the pregnancy should be thoroughly informed of potential complications. Risks associated with continuing a CMCF pregnancy include preeclampsia, vaginal bleeding, intrauterine death of the fetus, and the development of gestational trophoblastic disease. This patient was also complicated by being BRCA1+, which impacted surgical planning. Conclusion: CMCF pregnancy is a rare occurrence with many associated risks. In BRCA1+ patients who choose to continue a CMCF pregnancy, extensive counseling is necessary with consideration for risk-reducing surgical management at time of delivery.Item A case of postpartum hypothermia(2023-03-24) Salmon, Chase; Hartman, Jennifer; Cook, Myanna; Venkatesh Shantharam, RajalakshmiA 22 y/o G2P1 at 39+5 presented for a scheduled repeat cesarean section. Pt. had reassuring fetal heart rate tracings and no history of complications during her pregnancy. Her only past medical history included one prior full term cesarean section and morbid obesity. She had no known drug allergies and her only known allergy is to contrast dye. Pt. underwent a repeat low-transverse C-section with a spinal epidural containing Ropivacaine 0.5% 30mL. She had no immediate complications and had an estimated blood loss of 500 ml. Approximately 2 hours postpartum, anesthesia was called to the bedside for a pt. temp of 93.5 ℉, diaphoresis, SBP 140, HR 65, and O2 Sat 95%. Pt. was given 2L O2 via nasal cannula, warm blankets, a bair hugger, and 2mg ativan IV. One hour later, the patient’s temp had improved to 97.1 ℉ and the patient was taken off the bair hugger at 8 hours postpartum. Cesarean sections with spinal anesthesia come with the risk of adverse side effects, such as hypothermic reactions. In this patient, post-op multimodal warming therapies were successful within eight hours of deployment. Core temperature monitoring post-op could serve to catch downward trending body temperatures earlier. Proactive warming measures could be utilized preoperatively and intraoperatively, such as continued forced-air warming and administering warmed IV fluids, to lower the risk of post-cesarean spinal anesthesia-related hypothermia. Hypothermic reactions are a common adverse reaction seen in cesarean sections with spinal anesthesia. Furthermore, this reaction has been associated with additional complications such as wound infection, shock, and maternal mortality. Clinically, this case highlights the efficacy of forced-air and warm blanket warming in treating post-op hypothermia, but it also highlights a potential need for more consistent monitoring of temperature post-op and further research into post-op hypothermia in obese patients, as minimal research on this topic exists.Item A Case of Uterine Sarcoma: The Impact of Insurance Policy on Timely Access to Hysterectomy(2024-03-22) Bell, Kameron; Cook, Myanna; Karki, Sabin; Sakbun, VannaraBackground: Uterine sarcoma, a uterine cancer subtype, is a rare, aggressive malignancy with non-specific symptoms, complicating early diagnosis and management. Its common symptom, abnormal uterine bleeding, can be mistaken for benign uterine fibroids, leading to treatment delays and poor prognosis. Case: A 41-year-old premenopausal female with a smoking history presented with persistent heavy uterine bleeding for over 6 months. Physical examination and transvaginal ultrasound suggested a 13-week gestational size bulky uterus and a 6.3 x 7.32 cm intrauterine fibroid, respectively. Despite these findings, hysterectomy request was denied by insurance. After a year of continued bleeding, insurance approved the surgery. During the robotic-assisted laparoscopic hysterectomy, anterior and sidewall adhesions raised malignancy suspicion. The surgical team performed a total abdominal hysterectomy, bilateral salpingo-oophorectomy, and right colectomy. Post-operative pathology confirmed uterine sarcoma. Clinical Significance: This case highlights the impact of insurance decisions on patient care, emphasizing timely interventions' necessity and the challenges in distinguishing benign fibroids from uterine malignancy in symptomatic patients. Current literature underscores the diagnostic dilemma surrounding uterine sarcoma, especially differentiating it from benign uterine fibroids. A significant literature gap exists regarding insurance policy impact on accessing timely surgical interventions like hysterectomy, affecting uterine sarcoma prognosis and management. Conclusion: Abnormal uterine bleeding can indicate benign uterine fibroids or uterine sarcoma. In this case, the lack of alternative diagnostics and poor imaging differentiation necessitated a hysterectomy for diagnosis. The delay in insurance approval for surgery underscored the significant impact of insurance decisions on patient care, potentially exacerbating the prognosis and delaying necessary intervention for uterine sarcoma.Item A comprehensive and bias-free machine learning approach for risk prediction of preeclampsia with severe features in a nulliparous study cohort(Springer Nature, 2024-12-24) Lin, Yun C.; Mallia, Daniel; Clark‑Sevilla, Andrea O.; Catto, Adam; Leshchenko, Alisa; Yan, Qi; Haas, David M.; Wapner, Ronald; Pe’er, Itsik; Raja, Anita; Salleb‑Aouissi, Ansaf; Obstetrics and Gynecology, School of MedicinePreeclampsia is one of the leading causes of maternal morbidity, with consequences during and after pregnancy. Because of its diverse clinical presentation, preeclampsia is an adverse pregnancy outcome that is uniquely challenging to predict and manage. In this paper, we developed racial bias-free machine learning models that predict the onset of preeclampsia with severe features or eclampsia at discrete time points in a nulliparous pregnant study cohort. To focus on those most at risk, we selected probands with severe PE (sPE). Those with mild preeclampsia, superimposed preeclampsia, and new onset hypertension were excluded.The prospective study cohort to which we applied machine learning is the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-be (nuMoM2b) study, which contains information from eight clinical sites across the US. Maternal serum samples were collected for 1,857 individuals between the first and second trimesters. These patients with serum samples collected are selected as the final cohort.Our prediction models achieved an AUROC of 0.72 (95% CI, 0.69-0.76), 0.75 (95% CI, 0.71-0.79), and 0.77 (95% CI, 0.74-0.80), respectively, for the three visits. Our initial models were biased toward non-Hispanic black participants with a high predictive equality ratio of 1.31. We corrected this bias and reduced this ratio to 1.14. This lowers the rate of false positives in our predictive model for the non-Hispanic black participants. The exact cause of the bias is still under investigation, but previous studies have recognized PLGF as a potential bias-inducing factor. However, since our model includes various factors that exhibit a positive correlation with PLGF, such as blood pressure measurements and BMI, we have employed an algorithmic approach to disentangle this bias from the model.The top features of our built model stress the importance of using several tests, particularly for biomarkers (BMI and blood pressure measurements) and ultrasound measurements. Placental analytes (PLGF and Endoglin) were strong predictors for screening for the early onset of preeclampsia with severe features in the first two trimesters.Item A Comprehensive and Bias-Free Machine Learning Approach for Risk Prediction of Preeclampsia with Severe Features in a Nulliparous Study Cohort(Research Square, 2023-04-10) Lin, Yun; Mallia, Daniel; Clark-Sevilla, Andrea; Catto, Adam; Leshchenko, Alisa; Yan, Qi; Haas, David; Wapner, Ronald; Pe'er, Itsik; Raja, Anita; Salleb-Aouissi, Ansaf; Obstetrics and Gynecology, School of MedicineObjective: Preeclampsia is one of the leading causes of maternal morbidity, with consequences during and after pregnancy. Because of its diverse clinical presentation, preeclampsia is an adverse pregnancy outcome that is uniquely challenging to predict and manage. In this paper, we developed machine learning models that predict the onset of preeclampsia with severe features or eclampsia at discrete time points in a nulliparous pregnant study cohort. Materials and methods: The prospective study cohort to which we applied machine learning is the Nulliparous Pregnancy Outcomes Study: Monitoring Mothers-to-be (nuMoM2b) study, which contains information from eight clinical sites across the US. Maternal serum samples were collected for 1,857 individuals between the first and second trimesters. These patients with serum samples collected are selected as the final cohort. Results: Our prediction models achieved an AUROC of 0.72 (95% CI, 0.69-0.76), 0.75 (95% CI, 0.71-0.79), and 0.77 (95% CI, 0.74-0.80), respectively, for the three visits. Our initial models were biased toward non-Hispanic black participants with a high predictive equality ratio of 1.31. We corrected this bias and reduced this ratio to 1.14. The top features stress the importance of using several tests, particularly for biomarkers and ultrasound measurements. Placental analytes were strong predictors for screening for the early onset of preeclampsia with severe features in the first two trimesters. Conclusion: Experiments suggest that it is possible to create racial bias-free early screening models to predict the patients at risk of developing preeclampsia with severe features or eclampsia nulliparous pregnant study cohort.Item A Glimpse into Menstrual Health Literacy in Appalachian Ohio(American Medical Women's Association (AMWA) 108th Annual Meeting, 2023-03-24) Cook, Myanna; Yeend, Brianna; Karki, Sabin; Stephanian, Brooke; Richcreek, StephanieEvidence supports that health literacy is intricately linked to education level. Appalachian Ohio reports the second lowest percentage of postsecondary education in Appalachian states, which falls 10% below the national average. Coshocton, Ohio is located in North Central Appalachia and is classified as a high poverty rural area. Prior research has established that youth across the United States often lack adequate menstrual health education, which could lead to delayed recognition of serious health issues. Currently, the Ohio Department of Education does not require menstrual education as part of broader sexual health education in schools. Given the low rates of higher education, and thus health literacy, along with lack of state required menstrual education, low levels of menstrual health literacy might disproportionately affect this area. Within the same month at an outpatient clinic in Coshocton, Ohio, two adolescent females and their mothers, who also grew up in Appalachian Ohio, presented with menstrual concerns. Both parties expressed concerns about early menarche, cycle length, menstrual flow, and clots. In both cases, the patients were experiencing clinically normal menstruation. The patients and their mothers were counseled on normal range menses. Research surrounding menstrual health literacy in rural areas is lacking. The presented cases may point to a pattern of inadequate menstrual education in Coshocton, Ohio, as the patients and parents were unaware of normal menstrual patterns. In order to progress patient care, further research should aim to discern whether this area and greater Appalachia demonstrate lower levels of menstrual health literacy. Patients in Appalachia demonstrate lower education levels, which is correlated to lower health literacy. These cases highlight potentially inadequate menstrual education in Coshocton, Ohio. Further research and improved menstrual education should be pursued in the area.