Hierarchical Clustering Analysis to Inform Classification of Congenital Malformations for Surveillance of Medication Safety in Pregnancy.

There is growing interest in the secondary use of healthcare data to evaluate medication safety in pregnancy. Tree-based scan statistics (TBSS) offer an innovative approach to help identify potential safety signals. TBSS utilize hierarchically organized outcomes, generally based on existing clinical coding systems that group outcomes by organ system. When assessing teratogenicity, such groupings often lack a sound embryologic basis given the etiologic heterogeneity of congenital malformations. The study objective was to enhance the grouping of congenital malformations to be used in scanning approaches through implementation of hierarchical clustering analysis (HCA) and to pilot test an HCA-enhanced TBSS approach for medication safety surveillance in pregnancy in two test cases using >4.2 million mother-child dyads from two US-nationwide databases. HCA identified (1) malformation combinations belonging to the same organ system already grouped in existing classifications, (2) known combinations across different organ systems not previously grouped, (3) unknown combinations not previously grouped, and (4) malformations seemingly standing on their own. Testing the approach with valproate and topiramate identified expected signals, and a signal for an HCA-cluster missed by traditional classification. Augmenting existing classifications with clusters identified through large data exploration may be promising when defining phenotypes for surveillance and causal inference studies.

Prenatal mental health and emotional experiences during the pandemic: associations with infant neurodevelopment screening results.

BACKGROUND: This study determined whether parental mental health and emotional experiences during the prenatal period were linked to infant developmental outcomes through the Ages and Stages Questionnaire (ASQ-3) at 8-10 months. METHODS: Participants included 133 individuals who were living in the US and were pregnant or had given birth within 6 months prior to enrollment. Respondents were majority White with high education and income levels. Online surveys were administered from May 2020 to September 2021; follow-up surveys were administered from November 2020 to August 2022. RESULTS: Parent generalized anxiety symptoms were positively associated with infant communication (ß = 0.34, 95% CI [0.15, 1.76], p < 0.05), while parent-fetal bonding was positively associated with infant communication (ß = 0.20, 95% CI [0.05, 0.76], p < 0.05) and personal-social performance (ß = 0.20, 95% CI [0.04, 0.74], p < 0.05). COVID-19-related worry was negatively associated with infant communication (ß = -0.30, 95% CI [-0.75, -0.12], p < 0.05) and fine motor performance (ß = -0.25, 95% CI [-0.66, -0.03], p < 0.05). CONCLUSION: Parent mental health and emotional experiences may contribute to infant developmental outcomes in high risk conditions such as a pandemic. IMPACT STATEMENT: Maternal SARS-CoV-2 infection has been evaluated in relation to child outcomes, however, parent psychosocial experiences should not be overlooked when considering pandemic risks to child development. Specific prenatal mental health and pandemic-related emotional experiences are associated with infant developmental performance, as assessed by the Ages and Stages. Questionnaire (ASQ-3) at 8 to 10 months old. Findings indicate that parental prenatal anxiety and emotional experiences from the pandemic should be assessed when evaluating child developmental delays.

Assessment of a Digital Health Coordination Program to Mitigate Telehealth Access Disparities.

Objective: Patients with digital disparity experience challenges with utilizing and accessing virtual care. This study implemented a digital coordination program for patients in outpatient psychiatry. Methods: Clinicians referred patients to a digital health coordinator who provided training to enhance virtual access. Outcomes were patient sociodemographics, barriers to digital health care utilization, change in completed video visits, and clinician satisfaction. Results: The patient cohort included 44 patients with a mean age of 59.8, 75% female, 73% Caucasian, and 84% non-Hispanic. The median household income was less than $25,000. The most common barrier to completing a video visit was difficulty using Zoom. The proportion of completed to scheduled video visits increased in 27% of patients. In such patients, the mean increase in completed visits was 32%. A majority of referring providers (64%) reported increased meaningfulness of work. Conclusion: This pilot proactively identified disparities in virtual care access and mitigated digital literacy barriers, boosting meaningfulness of work for clinicians.

Psychological risks to mother-infant bonding during the COVID-19 pandemic.

BACKGROUND: The purpose of this study was to examine the association between mental health symptoms, along with psychological experiences and coronavirus disease 2019 (COVID-19) related concerns, and self-reported maternal-infant bonding experiences of postpartum women. METHODS: Using data collected from May 19 to August 17, 2020, this cross-sectional online study assessed 429 women to better understand the impact of the COVID-19 pandemic on women during the postpartum period. Enrolled respondents were asked to participate in a 30-45-min online survey about COVID-19-related experiences, pregnancy, stress, and well-being. RESULTS: Postpartum women's depressive symptoms were related to lower quality maternal-infant bonding, but the anxiety symptoms were not associated with bonding. Maternal self-efficacy, but not social support, was associated with mothers' higher quality of maternal-infant bonding. COVID-19-related grief was significantly associated with lower quality bonding. On the other hand, COVID-19-related health worries were associated with higher quality of maternal-infant bonding. CONCLUSIONS: We describe potential psychological risk factors to maternal-infant bonding among postpartum women during the pandemic period. To best support the medical and psychological well-being of the mothers and infants, enhanced interdisciplinary partnerships among perinatal healthcare professionals involved in primary and/or specialty care is needed. IMPACT: Unique COVID-19-related health and grief concerns exist, with implications for maternal-infant bonding. Depression but not anxiety is associated with lower maternal-infant bonding. Caregiving confidence, but not social support, is associated with higher maternal-infant bonding. It is critical to screen for postpartum depression and COVID-19-related grief during maternal follow-up and pediatric visits. Study findings inform and prioritize pediatric interventions toward enhancing maternal-infant bonding during the COVID-19 era.

The Mental and Physical Health Impacts of Overturning Roe v Wade.

ABSTRACT: The overturning of Roe v Wade has resulted in the loss of reproductive rights for millions of women in the United States. It has also put these women at risk of severe mental and physical health consequences. When legal abortions are restricted, there is a rise in illegal abortion with the risk of hemorrhage, infection, infertility, and death. There are many more risks of carrying a pregnancy to term than health or psychological risks of a legal abortion. Women who have a miscarriage risk having to prove they did not abort. In cases of medical emergencies, doctors may be restricted from performing life-saving abortions for fear of penalties. Women or children who have been victims of rape or incest will have to either have an illegal abortion or carry an unwanted pregnancy to term. In states that allow an abortion in cases of severe risk to a mother's health, panels of internists and psychiatrist may, again, be charged with deciding whether her risks are valid. Women's physical and mental health will suffer.

Trauma-Informed Care for Obstetric and Gynecologic Settings.

PURPOSE: Trauma is common among those seeking Ob-Gyn care and may have pervasive impact on obstetrical and gynecological health, social functioning, and healthcare engagement. While guidelines exist on the detection and treatment of perinatal mood and anxiety disorders within Ob-Gyn care, the role of Ob-gyn clinicians in identifying and addressing patients' traumatic experiences and related symptoms is less clearly delineated. This manuscript provides an overview of trauma-related symptoms in the context of Ob-Gyn care and practical guidance of clinicians aiming to improve their detection and response to trauma in their clinical practice. DESCRIPTION: Posttraumatic stress disorder (PTSD) describes a psychiatric illness which develops as a response to a traumatic event. Women who have experienced trauma are also at increased risk for borderline personality disorder and other psychiatric comorbidities. Postpartum PTSD has particular relevance to obstetrical care. ASSESSMENT: Screening for trauma in Ob-Gyn care can provide an opportunity to address risk and offer targeted intervention. Several brief evidence-based screening tools are available. Individuals who screen positive require assessment of immediate safety and targeted referrals. Trauma informed care describes an approach to healthcare aimed to enhance physical and emotional safety for patients and clinicians. CONCLUSION: Given the prevalence and the potentially devastating and enduring impact of trauma and trauma-related symptoms, there is a critical need to address trauma within Ob-Gyn care. By recognizing the signs of trauma and initiating or referring to appropriate treatments, Ob-Gyn clinicians have a unique opportunity to better understand their patients and to improve their care.

Unexpected changes in birth experiences during the COVID-19 pandemic: Implications for maternal mental health.

PURPOSE: This study examined the rates of unexpected birth experiences due to the COVID-19 pandemic and its association with women's postpartum mental health symptoms (depression, generalized anxiety, and PTSD). METHODS: Our cross-sectional analysis included postpartum women (N = 506) who reported on birth plan changes attributed to the COVID-19 pandemic through the PEACE (Perinatal Experiences and COVID-19 Effects) Study, an online survey that took place between May 2020 and May 2021. Covariates included sociodemographic variables, number of days since the pandemic, pre-pregnancy mental health history, and protective factors such as social support, distress tolerance, and resilience. RESULTS: Prevalent COVID-19 pandemic changes in the birth experience included not having support people (e.g., partners and friends) permitted to participate in the baby's delivery (33.5%), reduced access to preferred medications before or after delivery (9.7%), unavailable health care providers for the baby's birth as planned (9.6%), and other changes (13.8%). The reduced access to medications was associated with those reporting higher levels of depressive (ß = .10, p < .01) and PTSD symptoms (ß = .07, p < .05). Separation from their baby for a long period after delivery (ß = .10, p < .05) and other changes (ß = .10, p < .01) were associated with higher levels of PTSD symptoms. CONCLUSION: Unexpected changes to the birth experience due to the COVID-19 pandemic may have small but persistent effects on depressive and PTSD symptoms. Given increased vigilance and its association with subsequent PTSD, acknowledging any fear of viral contagion within the hospital setting but informing women the plans for ensuring safety may be preventive for later mental health symptomatology.

Prenatal distress during the COVID-19 pandemic: clinical and research implications.

PURPOSE: The objective of this study was to identify risk and protective factors related to general prenatal distress and COVID-19-specific prenatal distress to inform intervention targets among women pregnant during the COVID-19 pandemic. METHODS: The study relied on data obtained from U.S. pregnant women (N = 701) who participated in the Perinatal Experiences and COVID-19 Effects (PEACE) Study from May 21 to October 3, 2020. The present cross-sectional study examined the potential risk and protective factors associated with different features of prenatal distress among U.S. pregnant women during the COVID-19 pandemic. RESULTS: Approximately two-thirds of expectant mothers indicated being more stressed about going to the hospital because of COVID-19. Generalized anxiety and PTSD were associated with higher levels of general and COVID-19-specific prenatal distress. Depression symptoms were associated with higher general prenatal distress. Higher levels of distress tolerance were associated with lower levels of general prenatal distress (B = - 0.192, p < .001) and COVID-19-specific prenatal distress (B = - 0.089, p < .05). Higher levels of instrumental social support were marginally associated with lower COVID-19-specific prenatal distress (B = - 0.140, p < 0.1). CONCLUSION: Findings draw attention to prenatal distress experiences during the COVID-19 pandemic, including new types of distress arising from the pandemic itself. Women might benefit from the introduction of interventions such as mindfulness-based or relaxation therapy. Coverage of responsibilities and financial assistance is particularly needed during the COVID-19 pandemic. Limitations include a majority White and high socioeconomic sample. These findings provide specificity regarding potential targets for addressing prenatal distress.

Maternal-fetal bonding during the COVID-19 pandemic.

BACKGROUND: The pregnant population experienced unique COVID-19 physical and psychosocial stressors such as direct health concerns related to the virus and loss of access to resources since the COVID-19 emerged as a global pandemic in early 2020. Despite these COVID-19-related stress and concerns, the maternal experience of bonding with their unborn children has not been well studied. This work aimed to study the association between mental health history, current mental health symptoms, psychological factors, COVID-19-related worries, and self-reported maternal-fetal bonding of pregnant women. METHODS: This online, survey-based cross-sectional study focused on women pregnant during the pandemic and assessed 686 women using data collected from May 19, 2020 to October 3, 2020. Enrolled respondents completed assessments in which they self-reported maternal-fetal bonding, mental health symptomatology, psychological factors, and COVID-19-related worries regarding health, pregnancy, and resources. RESULTS: Depressive symptoms in pregnant women were associated with lower quality maternal-fetal bonding, while a higher level of anxiety was positively associated with bonding; however, past history of depression or generalized anxiety diagnosis did not appear to be as relevant as active symptomatology. Maternal resilience, but not distress tolerance, appeared to be a protective factor resulting in improved bonding. Higher levels of worry regarding impact of COVID-19 on health were significantly associated with improved bonding, while worries regarding the impact of COVID-19 on the pregnancy or resources were not significantly associated with bonding. The study also found associations between different sociodemographic variables and bonding, including a strong positive association between first time motherhood and bonding and a negative association between higher education and income and bonding. CONCLUSIONS: This study was the first to report potential protective and risk factors to the maternal-fetal bonding process in women pregnant during the COVID-19 pandemic. Unique COVID-19 concerns exist; however, anxiety and COVID-19 concerns do not appear to undermine maternal-fetal bonding while active depressive symptomatology may negatively influence bonding; interventions increasing maternal resilience may be particularly valuable.

Patient Satisfaction with Virtual-Based Prenatal Care: Implications after the COVID-19 Pandemic.

OBJECTIVE: The objective of this study was to identify factors related to satisfaction with virtual visits during pregnancy in an effort to prioritize intervention targets for pregnant women during the COVID-19 pandemic. METHODS: The study relied on data obtained from pregnant women (N = 416) who participated in the Perinatal Experiences and COVID-19 Effects (PEACE) Study from May 21 to November 22, 2020. Using a cross-sectional design, this study examined factors including COVID-19 related experiences and prenatal care changes in association with patient satisfaction of virtual prenatal care. RESULTS: Overall, women reported being very or extremely satisfied (27.9%) or moderately satisfied (43.5%) with their virtual prenatal experiences, however, 89.9% indicated a preference for in-person care under non-pandemic conditions. Those who completed the survey further into the pandemic were less satisfied with virtual prenatal care (ß = - 0.127, p < 0.01). After accounting for this and other sociodemographic characteristics, COVID-19 pregnancy worries (ß = - 0.226, p < 0.001) and the number of prenatal care changes due to the pandemic (ß = - 0.137, p < 0.01) were associated with lower satisfaction. CONCLUSION: Our findings demonstrate general satisfaction with virtual visits among pregnant women in this study although in general women would prefer in-person care if it weren't for a pandemic. Women worried about the impact of pandemic on their pregnancy, as well as those experiencing transitions in their prenatal care may need more information and reassurance. Additional studies are needed to understand the unmet needs through virtual care compared to in-person care.

Can Telehealth Advance Professional Equity for Women in Medicine?

Higher rates of burnout among female physicians as compared with male physicians remain a troubling phenomenon. Achieving gender equity in academic advancement is a critical component of addressing this gap. During the timeframe of childbearing and rearing, enhanced control and flexibility are desired workplace changes and offered by telehealth work modalities. This viewpoint explores the role of telehealth and the remote work environment in optimizing control and flexibility, which can increase participation in academic advancement opportunities and improve female physician burnout. Widespread promotion of remote clinical practice and participation in scholarly activities beyond the duration of the COVID-19 pandemic may be a component of the long-term solution to female physician burnout.

Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem.

We developed algorithms to identify pregnant women with suicidal behavior using information extracted from clinical notes by natural language processing (NLP) in electronic medical records. Using both codified data and NLP applied to unstructured clinical notes, we first screened pregnant women in Partners HealthCare for suicidal behavior. Psychiatrists manually reviewed clinical charts to identify relevant features for suicidal behavior and to obtain gold-standard labels. Using the adaptive elastic net, we developed algorithms to classify suicidal behavior. We then validated algorithms in an independent validation dataset. From 275,843 women with codes related to pregnancy or delivery, 9331 women screened positive for suicidal behavior by either codified data (N = 196) or NLP (N = 9,145). Using expert-curated features, our algorithm achieved an area under the curve of 0.83. By setting a positive predictive value comparable to that of diagnostic codes related to suicidal behavior (0.71), we obtained a sensitivity of 0.34, specificity of 0.96, and negative predictive value of 0.83. The algorithm identified 1423 pregnant women with suicidal behavior among 9331 women screened positive. Mining unstructured clinical notes using NLP resulted in a 11-fold increase in the number of pregnant women identified with suicidal behavior, as compared to solely reliance on diagnostic codes.

Feasibility of collaborative care treatment of opioid use disorders with buprenorphine during pregnancy.

BACKGROUND: Medication-assisted treatment with buprenorphine or methadone is recommended for pregnant patients with opioid use disorders (OUDs) to minimize adverse maternal and neonatal outcomes. Collaborative care approaches have been successfully utilized with office-based opioid treatment with buprenorphine in primary care settings, but research is significantly limited in the obstetric setting. Our aim with this study is to demonstrate the feasibility of a collaborative care model for pregnant patients with opioid use disorder. METHODS: This is a case series of 16 pregnancies in 14 women initiated on office-based opioid treatment with buprenorphine in a perinatal mental health service embedded in 2 obstetric clinics. Patients are treated by a psychiatrist alongside their prenatal care provider and followed for up to 6 months postpartum and referred to ongoing substance abuse treatment to a community prescriber. RESULTS: The average age of the patients was 30.3 years, and an average gestational age of 23.6 weeks at the time of referral. Treatment continued until delivery in 15 (93.8%) pregnancies, with an average duration of treatment of 14.5 weeks. The majority (60%) had a cesarean delivery. Twelve (80%) infants were admitted to the Neonatal Intensive Care Unit (NICU) for monitoring or treatment of neonatal abstinence syndrome, 14 (87.5%) patients continued or resumed treatment with buprenorphine postpartum at the time of discharge from our program, and 13 (81.3%) were referred to a community prescriber. CONCLUSIONS: A collaborative care approach to buprenorphine treatment is feasible during pregnancy. Further research is needed to improve the treatment of OUD during pregnancy.

Guidelines for the Management of Pregnant Women With Substance Use Disorders.

BACKGROUND: Women of reproductive potential with substance use disorders, especially those who are pregnant, present many clinical challenges to healthcare providers, including comorbid psychiatric disorders, a history of trauma and abuse, avoidance of or poor access to prenatal care, fear of legal consequences, and countertransference reactions. METHODS: In November 2013, members of the Women's Mental Health Special Interest Group of the Academy of Psychosomatic Medicine presented a Workshop reviewing substance abuse in pregnancy, highlighting the specific contributions that psychosomatic medicine specialists can make in the care of these patients. The discussion focused on epidemiology; maternal and fetal risks; and screening and treatment considerations for tobacco, alcohol, cannabis, opioids, benzodiazepines, stimulants, and several other substances. OBJECTIVE: Our purpose in publishing this review is to provide clinicians and educators with the most up-to-date summary in this field to better engage these patients in care and break the intergenerational cycle of abuse and addiction.

Updates in Psychosomatic Medicine: 2014.

BACKGROUND: The amount of literature published annually related to psychosomatic medicine is vast; this poses a challenge for practitioners to keep up-to-date in all but a small area of expertise. OBJECTIVES: To introduce how a group process using volunteer experts can be harnessed to provide clinicians with a manageable selection of important publications in psychosomatic medicine, organized by specialty area, for 2014. METHODS: We used quarterly annotated abstracts selected by experts from the Academy of Psychosomatic Medicine and the European Association of Psychosomatic Medicine in 15 subspecialties to create a list of important articles. RESULTS: In 2014, subspecialty experts selected 88 articles of interest for practitioners of psychosomatic medicine. For this review, 14 articles were chosen. CONCLUSIONS: A group process can be used to whittle down the vast literature in psychosomatic medicine and compile a list of important articles for individual practitioners. Such an approach is consistent with the idea of physicians as lifelong learners and educators.

Initiating buprenorphine treatment for hospitalized patients with opioid dependence: A case series.

BACKGROUND AND OBJECTIVES: Opioid dependent patients are hospitalized frequently. We aimed to determine if initiation of buprenorphine treatment during hospitalization facilitates entry into treatment following discharge. METHODS: Retrospective case series (n = 47). RESULTS: Twenty-two (46.8%) patients successfully initiated buprenorphine treatment within 2 months of discharge. Those patients obtaining a referral to a specific program were more successful in continuing treatment, but this difference did not reach statistical significance (59.1% vs 39.1%, p = 0.18). DISCUSSION AND CONCLUSIONS: Hospitalization may be an important opportunity to engage opioid dependent patients to initiate buprenorphine treatment. SCIENTIFIC SIGNIFICANCE: This study provides provisional support for utilizing buprenorphine for hospitalized patients.

Screening for bipolar disorder during pregnancy.

Bipolar disorder is a high-risk condition during pregnancy. In women receiving prenatal care, this study addresses the proportion screening positive for bipolar disorder with or without also screening positive for depression. This is a pilot study using chart abstraction of Edinburgh Postnatal Depression Scale (EPDS) and Mood Disorder Questionnaire (MDQ) scores from patients' initial prenatal visits. Among 342 participants, 289 (87.1 %) completed the EPDS, 277 (81.0 %) completed the MDQ, and 274 (80.1 %) completed both. Among EPDS screens, 49 (16.4 %) were positive. Among MDQ screens, 14 (5.1 %) were positive. Nine (21.4 %) of the 42 participants with a positive EPDS also had a positive MDQ. Of the 14 patients with a positive MDQ, five (35.7 %) had a negative EPDS. The prevalence of positive screens for bipolar disorder in an obstetric population is similar to gestational diabetes and hypertension, which are screened for routinely. Without screening for bipolar disorder, there is a high risk of misclassifying bipolar depression as unipolar depression. If only women with current depressive symptoms are screened for bipolar disorder, approximately one third of bipolar disorder cases would be missed. If replicated, these findings support simultaneous screening for both depression and bipolar disorder during pregnancy.

Bipolar disorder in women.

This article summarizes research pertinent to the clinical care of women with bipolar disorder. With bipolar disorder, female gender correlates with more depressive symptoms and different comorbidities. There is a high risk of symptom recurrence postpartum and possibly during perimenopause. Women with bipolar disorder have increased risk of sexually transmitted diseases, unplanned pregnancies, excessive weight gain, metabolic syndrome, and cardiovascular disease. Mood stabilizing medications, specific psychotherapies, and lifestyle changes can stabilize mood and improve functioning. Pharmacologic considerations include understanding interactions between mood stabilizing medications and contraceptive agents and risks and benefits of mood stabilizing medication during pregnancy and lactation.