RSS 1.0T.H. Chan School of Medicine Student Publications
The T.H. Chan School of Medicine at UMass Chan Medical School was founded in 1962 with the mission to advance the health and well-being of the people of the Commonwealth and beyond through pioneering education, research, and health care delivery. This collection showcases journal articles, posters, presentations and other publications authored by medical students at UMass Chan. See also the collections for specific programs listed on the T.H. Chan School of Medicine community page.
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A pilot study of robotic surgery case videos for first-year medical student anatomyThere has been a recent shift in medical student anatomy education with greater incorporation of virtual resources. Multiple approaches to virtual anatomy resources have been described, but few involve video or images from surgical procedures. In this pilot study, a series of surgical case videos was created using robotic surgery video footage for a first-year medical student anatomy course. Five operations were included that covered thoracic, abdominal, and pelvic anatomy. Students were surveyed at the end of the course regarding their experience with the videos and their perceptions towards a surgical career. Overall, participants agreed that the videos were an effective learning tool, were useful regardless of career interest, and that in the future it would be useful to incorporate additional surgical case videos. Respondents highlighted the importance of audio narration with future videos and provided suggestions for future operations that they would like to see included. In summary, this pilot study describes the creation and implementation of a surgical video anatomy curriculum and student survey results suggest this may be an effective approach to video-based anatomy education for further curricular development.
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Improved Performance of ChatGPT-4 on the OKAP Exam: A Comparative Study with ChatGPT-3.5 [preprint]This study aims to evaluate the performance of ChatGPT-4, an advanced Artificial Intelligence (AI) language model, on the Ophthalmology Knowledge Assessment Program (OKAP) examination compared to its predecessor, ChatGPT-3.5. Both models were tested on 180 OKAP practice questions covering various ophthalmology subject categories. Results showed that ChatGPT-4 significantly outperformed ChatGPT-3.5 (81% vs. 57%; p<0.001), indicating improvements in medical knowledge assessment. The superior performance of ChatGPT-4 suggests potential applicability in ophthalmologic education and clinical decision support systems. Future research should focus on refining AI models, ensuring a balanced representation of fundamental and specialized knowledge, and determining the optimal method of integrating AI into medical education and practice.
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Cryo-EM structure of the human Sirtuin 6-nucleosome complex [preprint]Sirtuin 6 (SIRT6) is a multifaceted protein deacetylase/deacylase and a major target for small-molecule modulators of longevity and cancer. In the context of chromatin, SIRT6 removes acetyl groups from histone H3 in nucleosomes, but the molecular basis for its nucleosomal substrate preference is unknown. Our cryo-electron microscopy structure of human SIRT6 in complex with the nucleosome shows that the catalytic domain of SIRT6 pries DNA from the nucleosomal entry-exit site and exposes the histone H3 N-terminal helix, while the SIRT6 zinc-binding domain binds to the histone acidic patch using an arginine anchor. In addition, SIRT6 forms an inhibitory interaction with the C-terminal tail of histone H2A. The structure provides insights into how SIRT6 can deacetylate both H3 K9 and H3 K56. Teaser: The structure of the SIRT6 deacetylase/nucleosome complex suggests how the enzyme acts on both histone H3 K9 and K56 residues.
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Social Determinants, Blood Pressure Control, and Racial Inequities in Childbearing Age Women With Hypertension, 2001 to 2018Background Hypertension is an important modifiable risk factor of serious maternal morbidity and mortality. Social determinants of health (SDoH) influence hypertension outcomes and may contribute to racial and ethnic differences in hypertension control. Our objective was to assess SDoH and blood pressure (BP) control by race and ethnicity in US women of childbearing age with hypertension. Methods and Results We studied women (aged 20-50 years) with hypertension (systolic BP ≥140 mm Hg or diastolic BP ≥90 mm Hg or use of antihypertensive medication) in the National Health and Nutrition Examination Surveys 2001 to 2018. SDoH and BP control (systolic BP <140 mm Hg and diastolic BP <90 mm Hg) were examined by race and ethnicity (White race, Black race, Hispanic ethnicity, and Asian race). Using multivariable logistic regression, odds of uncontrolled BP by race and ethnicity were modeled, adjusting for SDoH, health factors, and modifiable health behaviors. Responses on hunger and affording food determined food insecurity status. Across women of childbearing age with hypertension (N=1293), 59.2% were White race, 23.4% were Black race, 15.8% were Hispanic ethnicity, and 1.7% were Asian race. More Hispanic and Black women experienced food insecurity than White women (32% and 25% versus 13%; both P<0.001). After SDoH, health factor, and modifiable health behavior adjustment, Black women maintained higher odds of uncontrolled BP than White women (odds ratio, 2.31 [95% CI, 1.08-4.92]), whereas Asian and Hispanic women showed no difference. Conclusions We identified racial inequities in uncontrolled BP and food insecurity among women of childbearing age with hypertension. Further exploration beyond the SDoH measured is needed to understand the inequity in hypertension control in Black women.
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Changes in Stage at Presentation among Lung and Breast Cancer Patients During the COVID-19 PandemicBackground: The COVID-19 pandemic altered access to healthcare by decreasing number of patients able to receive preventative care and cancer screening. We hypothesized that given these changes in access to care, radiologic screening for breast and lung cancer would be decreased, and patients with these cancers would consequently present at later stages of their disease. Design: Retrospective cross-sectional study of 2017-September 2021 UMass Memorial Tumor Registry for adult breast and lung cancer patients. Changes in stage at presentation of breast and lung cancer during the COVID-19 pandemic were measured, defined as prior to and during COVID-19. Results: There were no statistically significant changes in the overall stage of presentation before or during the COVID-19 pandemic for either breast or lung cancer patients. Analysis of case presentation and stage during periods of COVID-19 surges that occurred over the time of this study compared to pre-pandemic data demonstrated a statistically significant decrease in overall presentation of breast cancer patients in the first surge, with no other statistically significant changes in breast cancer presentation. A non-statistically significant decrease in lung cancer presentations was seen during the initial surge of COVID-19. There was also a statistically significant increase in early-stage presentation of lung cancer during the second and third COVID-19 surges. Conclusions: In the two years after the COVID-19 pandemic we were not able to demonstrate stage migration at presentation of breast and lung cancer patients to later stages despite decreases in overall presentation during the initial two years of the COVID pandemic. An increase in early-stage lung cancer during the second and third surges is interesting and could be related to increased chest imaging for COVID pneumonia.
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Staying HomeIn this narrative medicine essay, a third-year medical student who chose hospice for her infant with a life-limiting condition considers her uncertainty about whether the family may have extended their brief time together through medical intervention.
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Large-scale organoid study suggests effects of trisomy 21 on early fetal neurodevelopment are more subtle than variability between isogenic lines and experimentsThis study examines cortical organoids generated from a panel of isogenic trisomic and disomic iPSC lines (subclones) as a model of early fetal brain development in Down syndrome (DS). An initial experiment comparing organoids from one trisomic and one disomic line showed many genome-wide transcriptomic differences and modest differences in cell-type proportions, suggesting there may be a neurodevelopmental phenotype that is due to trisomy of chr21. To better control for multiple sources of variation, we undertook a highly robust study of ∼1,200 organoids using an expanded panel of six all-isogenic lines, three disomic, and three trisomic. The power of this experimental design was indicated by strong detection of the ∼1.5-fold difference in chr21 genes. However, the numerous expression differences in non-chr21 genes seen in the smaller experiment fell away, and the differences in cell-type representation between lines did not correlate with trisomy 21. Results suggest that the initial smaller experiment picked up differences between small organoid samples and individual isogenic lines, which "averaged out" in the larger panel of isogenic lines. Our results indicate that even when organoid and batch variability are better controlled for, variation between isogenic cell lines (even subclones) may obscure, or be conflated with, subtle neurodevelopmental phenotypes that may be present in ∼2nd trimester DS brain development. Interestingly, despite this variability between organoid batches and lines, and the "fetal stage" of these organoids, an increase in secreted Aβ40 peptide levels-an Alzheimer-related cellular phenotype-was more strongly associated with trisomy 21 status than were neurodevelopmental shifts in cell-type composition.
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Current and upcoming radionuclide therapies in the direction of precision oncology: A narrative reviewAs new molecular tracers are identified to target specific receptors, tissue, and tumor types, opportunities arise for the development of both diagnostic tracers and their therapeutic counterparts, termed "theranostics." While diagnostic tracers utilize positron emitters or gamma-emitting radionuclides, their theranostic counterparts are typically bound to beta and alpha emitters, which can deliver specific and localized radiation to targets with minimal collateral damage to uninvolved surrounding structures. This is an exciting time in molecular imaging and therapy and a step towards personalized and precise medicine in which patients who were either without treatment options or not candidates for other therapies now have expanded options, with tangible data showing improved outcomes. This manuscript explores the current state of theranostics, providing background, treatment specifics, and toxicities, and discusses future potential trends.
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The Role of Wearable Technology in Measuring and Supporting Patient Outcomes Following Total Joint Replacement: Review of the LiteratureBackground: The incidence rate of total joint replacement (TJR) continues to increase due to the aging population and the surgery that is very successful in providing pain relief to and improving function among patients with advanced knee or hip arthritis. Improving patient outcomes and patient satisfaction after TJR remain important goals. Wearable technologies provide a novel way to capture patient function and activity data and supplement clinical measures and patient-reported outcome measures in order to better understand patient outcomes after TJR. Objective: We examined the current literature to evaluate the potential role of wearable devices and compare them with existing methods for monitoring and improving patient rehabilitation and outcomes following TJR. Methods: We performed a literature search by using the research databases supported by the University of Massachusetts Chan Medical School's Lamar Soutter Library, including PubMed and Scopus, supplemented with the Google Scholar search engine. A specific search strategy was used to identify articles discussing the use of wearable devices in measuring and affecting postoperative outcomes of patients who have undergone TJR. Selected papers were organized into a spreadsheet and categorized for our qualitative literature review to assess how wearable data correlated with clinical measures and patient-reported outcome measures. Results: A total of 9 papers were selected. The literature showed the impact of wearable devices on evaluating and improving postoperative functional outcomes. Wearable-collected data could be used to predict postoperative clinical measures, such as range of motion and Timed Up and Go times. When predicting patient-reported outcomes, specifically Hip Disability and Osteoarthritis Outcome Scores/Knee Injury and Osteoarthritis Outcome Scores and Veterans RAND 12-Item Health Survey scores, strong associations were found between changes in sensor-collected data and changes in patient-reported outcomes over time. Further, the step counts of patients who received feedback from a wearable improved over time when compared to those of patients who did not receive feedback. Conclusions: These findings suggest that wearable technology has the potential to remotely measure and improve postoperative orthopedic patient outcomes. We anticipate that this review will facilitate further investigation into whether wearable devices are viable tools for guiding the clinical management of TJR rehabilitation.
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Investigating demographic differences in patients' decisions to consent to COVID-19 researchOne hundred and fifty-eight pregnant patients with SARS-CoV-2 infection were approached for CARES study participation. Eighty-nine patients consented to study participation, while 69 declined study participation. A retrospective chart review was conducted on all 158 patients. Patients who identified as Black race or non-White race were more likely to decline participation (23.2%, p = .031, 68.1%, p = .026), compared to patients who identified as White (31.9%) (Table 1). Patients with public insurance were also more likely to decline study participation (72.5%, p = .049) compared to those with private insurance (27.5%). There was no significant difference between primary language spoken or ethnicity in patients who participated or declined. There was no difference in study participation between patients who identified as Asian race or Other race, compared to patients who identified as White race.
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Lessons Learned from Clinicians in a Federally Qualified Health Center: Steps Toward Eliminating BurnoutBackground: Burnout continues to impact health care workers and its effect takes a toll on their lives and wellbeing, especially in primary care. Relatively few studies have focused specifically on the perspective of clinicians in Federally Qualified Health Centers (FQHCs), which offer crucial, preventative health care services to vulnerable and underserved patient populations. Objective: To examine the perspectives of clinicians working at an FQHC in the Northeast United States after the implementation of a year-long wellness initiative. Design: A qualitative analysis of clinician's discussion during focus groups conducted after the wellness initiative. Subjects and Setting/Location: A total of 28 clinicians (primary care physicians and nurse practitioners) in an FQHC in the Northeast United States. Interventions: A one-year wellness initiative with programs and activities designed to bolster wellness. Outcome Measures: Analyzed NVIVO-coded transcripts of focus group discussion to generate codes and used modified grounded theory to extrapolate meaningful themes. Results: Five key themes emerged from the qualitative analysis: (1) clinicians often felt burdened by their workload and personally responsible when they were not able to provide optimal care to patients; (2) burnout was exacerbated by systemic problems at the FQHC; (3) medical assistants, medical scribes, schedulers, and other support staff played a crucial role in the wellness of the entire team; (4) perceived differences in priorities between administration and health care workers may have contributed to burnout; and (5) a communicative and stable team helped clinicians effectively care for their patients. Conclusions: Clinician burnout is a complex problem at FQHCs with many root causes. Addressing burnout and improving clinician wellness at FQHCs will require a multifaceted approach encompassing systemic, team, and individual components. The perspectives from the clinicians at our FQHC may inform wellness strategies for other safety net, clinical institutions in the primary care setting.
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Food4Thought: a Medical Trainee-Led, Remotely Delivered Nutrition Outreach Program for Individuals with Serious Mental IllnessWe present Food4Thought, a virtual nutrition outreach program for community members with serious mental illness (SMI) and staff that support them at a community mental health agency. The program followed the community participatory model which promotes community-academic collaborations to ensure program content is relevant and meaningful. The goals of our initiative were to evaluate the feasibility and potential benefit of Food4Thought and provide an opportunity for medical trainees to develop a public health intervention program.
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Approach to Stereotactic Body Radiotherapy for the Treatment of Advanced Hepatocellular Carcinoma in Patients with Child-Pugh B-7 CirrhosisPatients with hepatocellular carcinoma (HCC) with underlying Child-Pugh B-7 cirrhosis benefit from management from an experienced, multidisciplinary team. In patients with localized disease who meet criteria for liver transplant, establishing care at a liver transplant center is crucial. For those awaiting transplant, local bridge therapies have emerged as a strategy to maintain priority status and eligibility. Multiple liver-directed therapies exist to provide locoregional tumor control. The careful selection of locoregional therapy is a multidisciplinary endeavor that takes into account patient factors including tumor resectability, underlying liver function, performance status, previous treatment, tumor location/size, and vascular anatomy to determine the optimal management strategy. Technological advances in external beam radiation therapy have allowed stereotactic body radiation therapy (SBRT) to emerge in recent years as a versatile and highly effective bridge therapy consisting of typically between 3 and 5 high dose, highly focused, and non-invasive radiation treatments. When treating cirrhotic patients with HCC, preserving liver function is of utmost importance to prevent clinical decline and decompensation. SBRT has been shown to be both safe and effective in carefully selected patients with Child-Pugh B cirrhosis; however, care must be taken to prevent radiation-induced liver disease. This review summarizes the evolving role of SBRT in the treatment of HCC in patients with Child-Pugh B-7 cirrhosis.
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Diversity, Equity, and Inclusion Programs in Radiology: Data-DrivenStrategies for Success, From the Special Series on DEIRadiology practices nationwide have implemented diversity, equity, and inclusion (DEI) programs seeking to change the landscape of a field traditionally dominated by White men. However, measuring these programs' success is often challenging, and a lack of documented success may threaten such programs' ongoing growth. This article explores the application of metrics and overall concepts from the business world to assess the success of DEI programs within radiology practices. Metrics and processes are described for each area, including demographic data for measuring diversity, compensation and leadership representation data for measuring equity, and survey-based data for measuring inclusion. A practical data-driven framework is presented that radiology practices may adapt to their DEI programs. This framework is centered on critical assessment of a practice's current shortcomings and creation of leadership accountability to track progress and effect real change. Through the spectrum of considerations highlighted in this article, DEI programs can have a large impact in driving measurable success for radiology practices and ultimately the specialty at large.
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Definitive Radiation Therapy for Medically Inoperable Endometrial CarcinomaPurpose: Upfront radiation therapy consisting of brachytherapy with or without external beam radiation therapy is considered standard of care for patients with endometrial carcinoma who are unable to undergo surgical intervention. This study evaluated the cancer-free survival (CFS), cancer-specific survival (CSS), and overall survival (OS) of patients with endometrial carcinoma managed with definitive-intent radiation therapy. Methods and materials: This was a single-institution retrospective analysis of medically inoperable patients with biopsy-proven endometrial carcinoma managed with up-front, definitive radiation therapy at UMass Memorial Medical Center between May 2010 and October 2021. A total of 55 cases were included for analysis. Patients were stratified as having low-risk endometrial carcinoma (LREC; uterine-confined grade 1-2 endometrioid adenocarcinoma) or high-risk endometrial carcinoma (HREC; stage III/IV and/or grade 3 endometrioid carcinoma, or any stage serous or clear cell carcinoma or carcinosarcoma). The CFS, CSS, OS, and grade ≥3 toxic effects were reported for patients with LREC and HREC. Results: The median age was 66 years (range, 42-86 years), and the median follow-up was 44 months (range, 4-135 months). Twelve patients (22%) were diagnosed with HREC. Six patients (11%) were treated with high-dose-rate brachytherapy alone and 49 patients (89%) were treated with high-dose-rate brachytherapy and external beam radiation therapy. Twelve patients (22%) were treated with radiation and chemotherapy. The 2-year CFS was 82% for patients with LREC and 80% for patients with HREC (log rank P = .0654). The 2-year CSS was 100% for both LREC and HREC patients. The 2-year OS was 92% for LREC and 80% for HREC (log P = .0064). There were no acute grade ≥3 toxic effects. There were 3 late grade ≥3 toxic effects owing to endometrial bleeding and gastrointestinal adverse effects. Conclusions: For medically inoperable patients with endometrial carcinoma, up-front radiation therapy provided excellent CFS, CSS, and OS. The CSS and OS were higher in patients with LREC than in those with HREC. Toxic effects were limited in both cohorts.
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Transitioning From the Traditional Wire Localization to Wireless Technology for Surgical Guidance at LumpectomiesBreast-conserving surgery or lumpectomy requires localization of the lesion prior to surgery, which is traditionally accomplished by imaging-guided wire localization. Over the last decade, alternatives to wire localization have emerged. This work reviews the literature on one such wireless technology, SaviScout radar (SSR) system, and shares our experience with using this technology for presurgical tumor localization. The SSR surgical guidance system is non-radioactive. The radiologist implants a reflector device in the breast under mammography or ultrasound guidance at any time prior to surgery. The placement of this reflector can be confirmed from the cadence of a handheld percutaneous probe of a handpiece and console system. Results from several studies show that the surgical outcomes from SSR and wire-localization are similar. SSR provides operational advantages as the scheduling for reflector placement by radiologists is decoupled from surgery, but at an increased cost compared to wire-localization.
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Savi-Scout Radar Localization: Transitioning From the Traditional Wire Localization to Wireless Technology for Surgical Guidance at LumpectomiesBreast-conserving surgery or lumpectomy requires localization of the lesion prior to surgery, which is traditionally accomplished by imaging-guided wire localization. Over the last decade, alternatives to wire localization have emerged. This work reviews the literature on one such wireless technology, SaviScout radar (SSR) system, and shares our experience with using this technology for presurgical tumor localization. The SSR surgical guidance system is non-radioactive. The radiologist implants a reflector device in the breast under mammography or ultrasound guidance at any time prior to surgery. The placement of this reflector can be confirmed from the cadence of a handheld percutaneous probe of a handpiece and console system. Results from several studies show that the surgical outcomes from SSR and wire-localization are similar. SSR provides operational advantages as the scheduling for reflector placement by radiologists is decoupled from surgery, but at an increased cost compared to wire-localization.
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Identifying barriers, facilitators, and interventions to support healthy eating in pregnant women with or at risk for hypertensive disorders of pregnancyBackground: Heart-healthy diets are important in the prevention and treatment of hypertension (HTN), including among pregnant women. Yet, the barriers, facilitators, and beliefs/preferences regarding healthy eating are not well described in this population. Objective: To identify barriers and facilitators to healthy diet, examine the prevalence of food insecurity, and determine interest in specific healthy diet interventions. Methods: Pregnant women, aged 18-50 years (N = 38), diagnosed with HTN, hypertensive disorders in pregnancy (HDP), or risk factors for HDP, were recruited from a large academic medical center in central Massachusetts between June 2020 and June 2022. Participants completed an electronic survey using a 5-point Likert scale (strongly disagree to strongly agree). Results: The mean age of participants was 31.6 years (SD 5.5) and 35.1% identified as Hispanic. Finances and time were major barriers to a healthy diet, reported by 42.1% and 28.9% of participants, respectively. Participants reported that their partners and families were supportive of healthy eating and preparing meals at home, though 30.0% of those with children considered their children's diet a barrier to preparing healthy meals. Additionally, 40.5% of the sample were considered food insecure. Everyone agreed that healthy diet was important for maternal and fetal health, and the most popular interventions were healthy ingredient grocery deliveries (89.4%) and meal deliveries (84.2%). Conclusion: Time and cost emerged as major challenges to healthy eating in these pregnant women. Such barriers, facilitators, and preferences can aid in intervention development and policy-level changes to mitigate obstacles to healthy eating in this vulnerable patient population.
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Splenic Artery Embolization for Unstable Patients with Splenic Injury: A Retrospective Cohort StudyPurpose: To compare the outcomes of splenic artery embolization (SAE) for acute splenic injury (ASI) between patients who are hemodynamically stable (HDS) and hemodynamically unstable (HDU). Nonoperative management with SAE has become an accepted practice for patients who are HDS with ASI; however, SAE for the treatment of patients who are HDU with ASI has not been well studied. Materials and methods: A retrospective cohort study was performed, including 52 patients who were HDU and HDS who underwent SAE for ASI at a Level 1 trauma center. HDU was defined as the lowest recorded systolic blood pressure prior to intervention <90 mm Hg. Utilizing the American Association for Surgery of Trauma (AAST) splenic injury scale, AAST Grades 1-3 were defined as low grade, and Grades 4-5 were defined as high grade. The primary outcomes were survival at 30 days and the need for subsequent splenectomy. Results: Seventy-five percent (n = 39) of the patients were HDS, and 25% (n = 13) were HDU. The majority (69%) of patients who were HDU who underwent SAE did not require splenectomy, compared with 95% of patients who were HDS (P = .03). No significant difference in 30-day survival between patients who were HDU and HDS was noted. No major adverse events were recorded. There was no significant difference in 30-day patient survival or the rate of subsequent splenectomy between high-grade and low-grade splenic injuries. Conclusions: In this retrospective cohort study, there was no statistically significant difference in the adverse events or 30-day post-SAE survival rates between patients who were HDS and HDU with ASI. The authors conclude that SAE can be a safe and effective treatment option for patients who are HDU with ASI, including high-grade splenic injury.
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Lost in Transition: The Journey from Pediatric to Adult Care for Youth with Mental Health ConditionsNearly one out of three (30.6%) young adults (18–25 years) experience mental illness (NIMH). In the United States suicide is the third leading cause of death for young people. Transition age youth (16–25 years) with mental health conditions such as mood disorders, anxiety disorders, and psychotic disorders, experience substantial adversity during the shift from pediatric to adult health care. Research by our team has shown that youth with mental health conditions utilize less outpatient care as they emerge into adulthood. These results echo the American Psychiatric Association position statement that transition age youth are “underserved in current mental health systems”. Understanding provider perspectives to caring for this unique patient population may help to increase health care utilization and quality of care for transition age youth with mental health conditions. This product offers providers real-world tips on what they can do to help and advocate for based on our work.
