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department:Medicine. General Internal Medicine

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Identifying Meaningful Patterns of Internal Medicine Clerkship Grading Distributions: Application of Data Science Techniques Across 135 U.S. Medical Schools

Burk-Rafel, Jesse; Reinstein, Ilan; Park, Yoon Soo
PROBLEM/OBJECTIVE:Residency program directors use clerkship grades for high-stakes selection decisions despite substantial variability in grading systems and distributions. The authors apply clustering techniques from data science to identify groups of schools for which grading distributions were statistically similar in the internal medicine clerkship. APPROACH/METHODS:Grading systems (e.g., honors/pass/fail) and distributions (i.e., percent of students in each grade tier) were tabulated for the internal medicine clerkship at U.S. MD-granting medical schools by manually reviewing Medical Student Performance Evaluations (MSPEs) in the 2019 and 2020 residency application cycles. Grading distributions were analyzed using k-means cluster analysis, with the optimal number of clusters selected using model fit indices. OUTCOMES/RESULTS:Among the 145 medical schools with available MSPE data, 64 distinct grading systems were reported. Among the 135 schools reporting a grading distribution, the median percent of students receiving the highest and lowest tier grade was 32% (range: 2%-66%) and 2% (range: 0%-91%), respectively. Four clusters was the most optimal solution (η2 = 0.8): cluster 1 (45% [highest grade tier]-45% [middle tier]-10% [lowest tier], n = 64 [47%] schools), cluster 2 (25%-30%-45%, n = 40 [30%] schools), cluster 3 (20%-75%-5%, n = 25 [19%] schools), and cluster 4 (15%-25%-25%-25%-10%, n = 6 [4%] schools). The findings suggest internal medicine clerkship grading systems may be more comparable across institutions than previously thought. NEXT STEPS/CONCLUSIONS:The authors will prospectively review reported clerkship grading approaches across additional specialties and are conducting a mixed-methods analysis, incorporating a sequential explanatory model, to interview stakeholder groups on the use of the patterns identified.
PMID: 36484555
ISSN: 1938-808x
CID: 5378842

Piecing Together the Potassium Puzzle: The Weak Association Between Dietary Potassium and Hyperkalemia

Joshi, Shivam; Babich, John Sebastian; Shen, Jenny; Kalantar-Zadeh, Kamyar
SCOPUS:85148710251
ISSN: 2468-0249
CID: 5445832

Durable Left Ventricular Assist Device Outflow Graft Obstructions: Clinical Characteristics and Outcomes

Peters, Carli J.; Zhang, Robert S.; Vidula, Mahesh K.; Giri, Jay; Atluri, Pavan; Acker, Michael A.; Bermudez, Christian A.; Levin, Allison; Urgo, Kim; Wald, Joyce; Mazurek, Jeremy A.; Hanff, Thomas C.; Goldberg, Lee R.; Jagasia, Dinesh; Birati, Edo Y.
Purpose: We report on the clinical course and management of patients supported with durable implantable LVADs who developed outflow graft obstructions at a large academic center. Methods: We performed a retrospective review of patients receiving LVAD support from 2012 through 2020. Patients who developed an outflow graft obstruction diagnosed by computed tomography angiography (CTA) or angiogram were identified, and patient characteristics and outcomes were reported. Results: Of the 324 patients supported by LVAD at our institution, 11 patients (3.4%) were diagnosed with outflow graft obstructions. The most common presentation was low flow alarms, which was present in 10/11 patients, and the remaining patient presented with lightheadedness. Patients had minimal LDH elevation with 8/11 presenting with less than 2-fold the upper limit of normal. Transthoracic echocardiograms were not diagnostic, but CTA enabled non-invasive diagnoses in 8/11 of the patients. Three patients with extrinsic compression of the outflow graft successfully underwent endovascular stent placement, and three patients with outflow cannula kinks received supportive care. Of the five patients diagnosed with intraluminal thromboses, one received a heart transplant, one underwent an outflow graft revision, and three received supportive care due to comorbidities. Conclusion: Outflow graft obstructions remain a rare, but serious complication. The true prevalence of this entity is likely underestimated due to the non-specific clinical presentation. CTA is a pivotal non-invasive diagnostic step. Patients with external compression were successfully treated with endovascular stenting.
SCOPUS:85151374419
ISSN: 2077-0383
CID: 5460272

Sleep disturbances are underappreciated in prostate cancer survivorship

Gong, Fred; Loeb, Stacy; Siu, Katherine; Myrie, Akya; Orstad, Stephanie; Kenfield, Stacey A; Morgans, Alicia; Thakker, Sameer; Robbins, Rebecca; Carter, Patricia; Jean-Louis, Girardin; Nolasco, Tatiana Sanchez; Byrne, Nataliya; Gupta, Natasha
BACKGROUND:The prevalence of sleep disturbances among prostate cancer (PCa) survivors, and extent of urologist involvement in sleep care are not well-studied. METHODS:PCa survivors (n = 167) and urologists (n = 145) were surveyed about sleep disturbances and survivorship care practices. RESULTS:Most PCa survivors had sleep disturbances, including 50.9% with poor sleep quality, 18.0% with clinical/severe insomnia, and 36.5% at high-risk for sleep apnea. Few urologists routinely screened for sleep disturbances, as recommended in national cancer survivorship guidelines. CONCLUSIONS:Optimal PCa survivorship care should incorporate screening for sleep disturbances, addressing comorbid factors affecting sleep and referring to sleep medicine when appropriate.
PMID: 36543892
ISSN: 1476-5608
CID: 5395012

Association between jail-based methadone or buprenorphine treatment for opioid use disorder and overdose mortality after release from New York City jails 2011-2017

Lim, Sungwoo; Cherian, Teena; Katyal, Monica; Goldfeld, Keith S; McDonald, Ryan; Wiewel, Ellen; Khan, Maria; Krawczyk, Noa; Braunstein, Sarah; Murphy, Sean M; Jalali, Ali; Jeng, Philip J; MacDonald, Ross; Lee, Joshua D
BACKGROUND AND AIMS/OBJECTIVE:Opioid overdose is a leading cause of death during the immediate time after release from jail or prison. Most jails in the United States do not provide methadone and buprenorphine treatment for opioid use disorder (MOUD), and research in estimating its impact in jail settings is limited. We aimed to test the hypothesis that in-jail MOUD is associated with lower overdose mortality risk post-release. DESIGN, SETTING AND PARTICIPANTS/METHODS:Retrospective, observational cohort study of 15 797 adults with opioid use disorder who were released from New York City jails to the community in 2011-17. They experienced 31 382 incarcerations and were followed up to 1 year. MEASUREMENTS/METHODS:The primary outcomes were death caused by accidental drug poisoning and all-cause death. The exposure was receipt of MOUD (17 119 events) versus out-of-treatment (14 263 events) during the last 3 days before community reentry. Covariates included demographic, clinical, behavioral, housing, healthcare utilization, and legal characteristics variables. We performed multivariable, mixed-effect Cox regression analysis to test association between in-jail MOUD and deaths. FINDINGS/RESULTS:A majority were male (82%) and their average age was 42 years. Receiving MOUD was associated with misdemeanor charges, being female, injection drug use, and homelessness. During 1 year post-release, 111 overdose deaths occurred, and crude death rates were 0.49 and 0.83 per 100 person-years for in-jail MOUD and out-of-treatment groups, respectively. Accounting for confounding and random effects, in-jail MOUD was associated with lower overdose mortality risk (adjusted hazard ratio = 0.20, 95% CI = 0.08-0.46), and all-cause mortality risk (adjusted hazard ratio = 0.22, 95% CI = 0.11-0.42) for the first month post-release. CONCLUSIONS:Methadone and buprenorphine treatment for opioid use disorder during incarceration was associated with an 80% reduction in overdose mortality risk for the first month post-release.
PMID: 36305669
ISSN: 1360-0443
CID: 5359662

Risks and Benefits of Different Dietary Patterns in CKD

Joshi, Shivam; Kalantar-Zadeh, Kamyar; Chauveau, Philippe; Carrero, Juan Jesus
Food has the potential to cause and exacerbate many lifestyle diseases. Or it can be used to prevent and treat illnesses like primary hypertension, the metabolic syndrome, and insulin resistance. In parallel, there is also a growing body of evidence of the role of diet in the treatment of kidney disease and its ensuing complications. Popular diets for this purpose have included low-carbohydrate diets, including the ketogenic diet, and higher carbohydrate diets like Mediterranean diets and other plant-based dietary patterns. Low-carbohydrate diets have not shown harm in patients with kidney disease and may benefit a select few. Mediterranean diets have an established record of cardioprotective benefits but also may be beneficial for the kidney. Intermittent fasting has benefits for metabolic health, but limited research exists on the risk or benefit for patients with kidney disease. Plant-based diets, especially those that are lower in protein, may slow kidney disease progression, mitigate uremia, and delay dialysis initiation. Although each dietary pattern has its unique pros and cons, most healthful dietary patterns favor the inclusion of whole, unprocessed foods, preferably from plant-based sources. In this perspective, we discuss the risks and benefits of major popular diets to help guide health care professionals in treating patients with kidney disease.
PMID: 36682903
ISSN: 1523-6838
CID: 5426502

Zoom Objective Structured Clinical Exams: Virtually the same as the real thing?

Desai, Purnahamsi V; Howell, Heather B; McGrath, Meaghan; Ramsey, Rachel; Lebowitz, Jonathan; Trogen, Brit; Cha, Christine; Pierce, Kristyn A; Zabar, Sondra
OBJECTIVE:Objective structured clinical exams (OSCE) are used to train and assess resident foundational family-centered communication skills incorporating key stakeholders. In 2020 encounters were conducted virtually. We sought to compare standardized patient (SP) and family faculty (FF) assessment across OSCE and virtual OSCE (VOSCE) formats. METHODS:The intern classes of 2019 and 2020 completed a live OSCE and VOSCE respectively where they disclosed an error to an SP. The 10 minute encounter was observed by an FF and facilitator followed by a 20 minute debrief. The SP and FF completed a behavioral checklist to evaluate skill mastery. RESULTS:Eighteen (90%) of the 20 interns completed the encounter each year. Total mastery scores were significantly higher for SP assessment than for FF assessment in both OSCE [68% vs 46% (z=-3.005, p<.05)] and VOSCE formats [68% vs 53% (z=-2.105, p<0.05)]. Total mastery scores of SPs across OSCE and VOSCE formats did not significantly differ, nor did FF scores based on evaluation format. CONCLUSIONS:Our current experience suggests VOSCEs are a viable alternative to in person sessions given the comparable assessment across the two modalities. The ease of participating in virtual sessions may provide a way to more easily partner with key stakeholders.
PMID: 36400337
ISSN: 1876-2867
CID: 5372182

Mediation of an association between neighborhood socioeconomic environment and type 2 diabetes through the leisure-time physical activity environment in an analysis of three independent samples

Moon, Katherine A; Nordberg, Cara M; Orstad, Stephanie L; Zhu, Aowen; Uddin, Jalal; Lopez, Priscilla; Schwartz, Mark D; Ryan, Victoria; Hirsch, Annemarie G; Schwartz, Brian S; Carson, April P; Long, D Leann; Meeker, Melissa; Brown, Janene; Lovasi, Gina S; Adhikari, Samranchana; Kanchi, Rania; Avramovic, Sanja; Imperatore, Giuseppina; Poulsen, Melissa N
INTRODUCTION:Inequitable access to leisure-time physical activity (LTPA) resources may explain geographic disparities in type 2 diabetes (T2D). We evaluated whether the neighborhood socioeconomic environment (NSEE) affects T2D through the LTPA environment. RESEARCH DESIGN AND METHODS:We conducted analyses in three study samples: the national Veterans Administration Diabetes Risk (VADR) cohort comprising electronic health records (EHR) of 4.1 million T2D-free veterans, the national prospective cohort REasons for Geographic and Racial Differences in Stroke (REGARDS) (11 208 T2D free), and a case-control study of Geisinger EHR in Pennsylvania (15 888 T2D cases). New-onset T2D was defined using diagnoses, laboratory and medication data. We harmonized neighborhood-level variables, including exposure, confounders, and effect modifiers. We measured NSEE with a summary index of six census tract indicators. The LTPA environment was measured by physical activity (PA) facility (gyms and other commercial facilities) density within street network buffers and population-weighted distance to parks. We estimated natural direct and indirect effects for each mediator stratified by community type. RESULTS:The magnitudes of the indirect effects were generally small, and the direction of the indirect effects differed by community type and study sample. The most consistent findings were for mediation via PA facility density in rural communities, where we observed positive indirect effects (differences in T2D incidence rates (95% CI) comparing the highest versus lowest quartiles of NSEE, multiplied by 100) of 1.53 (0.25, 3.05) in REGARDS and 0.0066 (0.0038, 0.0099) in VADR. No mediation was evident in Geisinger. CONCLUSIONS:PA facility density and distance to parks did not substantially mediate the relation between NSEE and T2D. Our heterogeneous results suggest that approaches to reduce T2D through changes to the LTPA environment require local tailoring.
PMCID:9980357
PMID: 36858436
ISSN: 2052-4897
CID: 5448492

Assessment of renal outcome following therapy in monoclonal immunoglobulin deposition disease: Emphasizing the need for a consensus approach

Pianko, Matthew J; Tiutan, Timothy; Derkach, Andriy; Flynn, Jessica; Salvatore, Steven P; Jaffer-Sathick, Insara; Rossi, Adriana C; Lahoud, Oscar; Hultcrantz, Malin; Shah, Urvi A; Maclachlan, Kylee; Chung, David J; Shah, Gunjan L; Landau, Heather J; Korde, Neha; Mailankody, Sham; Lesokhin, Alexander M; Tan, Carlyn; Scordo, Michael; Jaimes, Edgar A; Giralt, Sergio A; Usmani, Saad; Hassoun, Hani
Monoclonal immunoglobulin deposition disease (MIDD), often associated with plasma cell dyscrasias, predominantly affects the kidneys. In this disease, hematologic response (HR) to treatment can be reliably assessed by International Myeloma Working Group (IMWG) consensus criteria, while uniform criteria for assessing renal response are lacking. We report a retrospective analysis of renal outcomes among 34 patients with MIDD. With most patients treated with bortezomib and autologous stem cell transplantation, 26 of 28 (94%) achieved very good partial HR or better. We demonstrate that both IMWG (based on estimated glomerular filtration rate, eGFR) and amyloid (based on proteinuria) criteria are needed to capture renal response: among 28 evaluable patients, 6 (21%) had isolated proteinuria, while 13 (46%) had isolated decreased eGFR. Using both criteria, which were concordant in patients with both decreased eGFR and proteinuria, 22 of 28 patients (79%) achieved a renal response, including 2 of 7 discontinuing dialyses. All 6 patients (100%) with isolated proteinuria and 7 of 13 (54%) with isolated decreased eGFR achieved renal response, suggesting that isolated proteinuria is an early manifestation of MIDD associated with reversible renal damage. Baseline eGFR predicted renal response (p = .02 by quartile) and survival (p = .02), while HR (CR vs. non-CR) did not, probably because of high HR rate. With a median follow-up of 110 months, the median overall survival was 136 months (95% CI: 79-NR) and median renal survival had not been reached. Prospective studies using uniform renal response criteria are needed to optimize the management of MIDD.
PMCID:10329474
PMID: 36588413
ISSN: 1096-8652
CID: 5647012

Bictegravir-Induced Drug Reaction With Eosinophilia and Systemic Symptoms in a Patient With Acute Human Immunodeficiency Virus

DiLorenzo, Madeline A; Medrano, Nicola; Chen, Jason N; Bawany, Fatima; Tran, Duy C; Taunk, Pulkit; Meehan, Shane A; Pomeranz, Miriam Keltz; Mgbako, Ofole
Although drug reaction with eosinophilia and systemic symptoms (DRESS) is associated with antiretrovirals, there are no published reports of bictegravir-induced DRESS. Bictegravir is recommended as first-line treatment for patients with human immunodeficiency virus (HIV). Recognition of DRESS, its skin manifestations, and potential complications is vital for appropriate care and management of acute HIV.
PMCID:9985146
PMID: 36879628
ISSN: 2328-8957
CID: 5668362