Medical Specialties Commons^™

Driving Pressure Decoded: Precision Strategies In Adult Respiratory Distress Syndrome Management, Muhammad Adrish, Sai Doppalapudi, Dmitry Lvovsky

Faculty, Staff and Students Publications

Mechanical ventilation (MV) is an important strategy for improving the survival of patients with respiratory failure. However, MV is associated with aggravation of lung injury, with ventilator-induced lung injury (VILI) becoming a major concern. Thus, ventilation protection strategies have been developed to minimize complications from MV, with the goal of relieving excessive breathing workload, improving gas exchange, and minimizing VILI. By opting for lower tidal volumes, clinicians seek to strike a balance between providing adequate ventilation to support gas exchange and preventing overdistension of the alveoli, which can contribute to lung injury. Additionally, other factors play a role in optimizing …

The Emerging Biomarkers In Chronic Obstructive Pulmonary Disease: A Narrative Review, Kaitlin M Phillips, Philip F Lavere, Nicola A Hanania, Muhammad Adrish

Faculty, Staff and Students Publications

The burden of chronic obstructive pulmonary disease (COPD) is increasing, especially for women in low-to-middle income countries. Biomarkers provide ever-increasing diagnostic precision for COPD and show promise for primary, secondary, and tertiary disease prevention. This review describes emerging applications for biomarkers in COPD, especially as they align with the Global Initiative for Chronic Obstructive Lung Disease (GOLD) emphasis on prevention, early diagnosis, and response to therapy. These biomarkers include blood eosinophils; IgE; C-reactive protein; fibrinogen; procalcitonin; interleukins 6, 8, and 33; tumor necrosis factor alpha; and soluble receptor for advanced glycated products (sRAGE). They have been used in various ways …

Community-Acquired Pneumonia: The Importance Of The Early Detection Of Drug-Resistant Organisms, Sai Doppalapudi, Muhammad Adrish

Faculty, Staff and Students Publications

Pneumonia is a disease associated with significant healthcare burden with over 1.5 million hospitalizations annually and is the eighth leading cause of death in the United States. While community-acquired pneumonia (CAP) is generally considered an acute time-limited illness, it is associated with high long-term mortality, with nearly one-third of patients requiring hospitalization dying within one year. An increasing trend of detecting multidrug-resistant (MDR) organisms causing CAP has been observed, especially in the Western world. In this editorial, we discuss about a publication by Jatteppanavar

Determining The Optimal Dosage Of Dexmedetomidine For Smooth Emergence In Older Patients Undergoing Spinal Surgery: A Study Of 44 Cases, Hyoeun Ahn, Yun Jeong Chae, Gyu Bin Choi, Min Gyu Lee, Ji Young Yoo

Faculty, Staff and Student Publications

BACKGROUND Emergence agitation, or delirium, occurs during early recovery from general anesthesia and involves disorientation, excitation, and uncontrolled physical movements. Dexmedetomidine is an alpha agonist that has sedative, anxiolytic, analgesic, and sympatholytic activities and is used as a continuous infusion to prevent emergence agitation. This study aimed to evaluate patients aged 65 years and older undergoing general anesthesia to determine the 90% effective dose (ED90) of dexmedetomidine continuous intraoperative infusion to prevent emergence agitation. MATERIAL AND METHODS We enrolled 44 patients aged 65 years and older undergoing spinal surgery under general anesthesia. Dexmedetomidine administration commenced 30 minutes before surgery completion, …

Feasibility Of Achieving Nutritional Adequacy In Critically Ill Children With Critical Neurological Illnesses (Cnis)?-A Quaternary Hospital Experience, Marwa Mansour, Nicole Knebusch, Jennifer Daughtry, Thomas P Fogarty, Fong Wilson Lam, Renan A Orellana, Yi-Chen Lai, Jennifer Erklauer, Jorge A Coss-Bu

Faculty, Staff and Students Publications

The literature on the nutritional needs and outcomes of critically ill children is scarce, especially on those with critical neurological illnesses (CNIs). Current evidence shows a lower mortality in patients who achieve two-thirds of their nutritional needs during the first week of pediatric intensive care unit (PICU) admission. We hypothesized that achieving 60% of the recommended dietary intake during the first week of a PICU stay is not feasible in patients with CNI. We designed an observational retrospective cohort study where we included all index admissions to the PICU in our institution of children (1 month to 18 years) with …

Novel Human Recombinant N-Acetylgalactosamine-6-Sulfate Sulfatase Produced In A Glyco-Engineered Escherichia Coli Strain, Luisa N. Pimentel-Vera, Alexander Rodríguez-López, Angela J. Espejo-Mojica, Aura María Ramírez, Carolina Cardona, Luis H. Reyes, Shunji Tomatsu, Thapakorn Jaroentomeechai, Matthew P. Delisa, Oscar F. Sánchez, Carlos J. Alméciga-Díaz

Department of Pediatrics Faculty Papers

Mucopolysaccharidosis IVA (MPS IVA) is a lysosomal storage disease caused by mutations in the gene encoding the lysosomal enzyme N-acetylgalactosamine-6-sulfate sulfatase (GALNS), resulting in the accumulation of keratan sulfate (KS) and chondroitin-6-sulfate (C6S). Previously, it was reported the production of an active human recombinant GALNS (rGALNS) in E. coli BL21(DE3). However, this recombinant enzyme was not taken up by HEK293 cells or MPS IVA skin fibroblasts. Here, we leveraged a glyco-engineered E. coli strain to produce a recombinant human GALNS bearing the eukaryotic trimannosyl core N-glycan, Man3GlcNAc2 (rGALNSoptGly). The N-glycosylated GALNS was produced at 100 …

The Impact Of Mechanical Thrombectomy On The Blood-Brain Barrier In Patients With Acute Ischemic Stroke: A Non-Contrast Mr Imaging Study Using Dp-Pcasl And Noddi, Nikolaos Mouchtouris, Isaiah Ailes, Ki Chang, Adam Flanders, Feroze Mohamed, Stavropoula Tjoumakaris, Michael Gooch, Pascal Jabbour, Robert Rosenwasswer, Mahdi Alizadeh

Department of Neurosurgery Faculty Papers

Background and purpose: While mechanical thrombectomy (MT) achieves restoration of cerebral blood flow to the area at risk in patients with acute ischemic stroke (AIS), the influx of blood flow may exacerbate the blood-brain barrier (BBB) disruption and extravasation across the BBB, and it therefore remains unclear how reperfusion impacts the blood-brain barrier integrity. In this study, we use diffusion-prepared pseudocontinuous ASL (DP-pCASL) and Neurite Orientation Dispersion and Density Imaging (NODDI) sequence to measure the water exchange rate (k_w) in patients who underwent either MT or medical management and determine its impact on the brain tissue microstructure in …

Artificial Intelligence-Based Epigenomic, Transcriptomic And Histologic Signatures Of Tobacco Use In Oral Squamous Cell Carcinoma, Chi T Viet, Kesava R Asam, Gary Yu, Emma C Dyer, Sara Kochanny, Carissa M Thomas, Nicholas F Callahan, Anthony B Morlandt, Allen C Cheng, Ashish A Patel, Dylan F Roden, Simon Young, James Melville, Jonathan Shum, Paul C Walker, Khanh K Nguyen, Stephanie N Kidd, Steve C Lee, Gretchen S Folk, Dan T Viet, Anupama Grandhi, Jeremy Deisch, Yi Ye, Fatemeh Momen-Heravi, Alexander T Pearson, Bradley E Aouizerat

Faculty, Staff and Student Publications

Oral squamous cell carcinoma (OSCC) biomarker studies rarely employ multi-omic biomarker strategies and pertinent clinicopathologic characteristics to predict mortality. In this study we determine for the first time a combined epigenetic, gene expression, and histology signature that differentiates between patients with different tobacco use history (heavy tobacco use with ≥10 pack years vs. no tobacco use). Using The Cancer Genome Atlas (TCGA) cohort (n = 257) and an internal cohort (n = 40), we identify 3 epigenetic markers (GPR15, GNG12, GDNF) and 13 expression markers (IGHA2, SCG5, RPL3L, NTRK1, CD96, BMP6, TFPI2, EFEMP2, RYR3, DMTN, GPD2, BAALC, and FMO3), which …

Application Of Simultaneous Uncertainty Quantification And Segmentation For Oropharyngeal Cancer Use-Case With Bayesian Deep Learning, Jaakko Sahlsten, Joel Jaskari, Kareem A Wahid, Sara Ahmed, Enrico Glerean, Renjie He, Benjamin H Kann, Antti Mäkitie, Clifton D Fuller, Mohamed A Naser, Kimmo Kaski

Faculty, Staff and Student Publications

BACKGROUND: Radiotherapy is a core treatment modality for oropharyngeal cancer (OPC), where the primary gross tumor volume (GTVp) is manually segmented with high interobserver variability. This calls for reliable and trustworthy automated tools in clinician workflow. Therefore, accurate uncertainty quantification and its downstream utilization is critical.

METHODS: Here we propose uncertainty-aware deep learning for OPC GTVp segmentation, and illustrate the utility of uncertainty in multiple applications. We examine two Bayesian deep learning (BDL) models and eight uncertainty measures, and utilize a large multi-institute dataset of 292 PET/CT scans to systematically analyze our approach.

RESULTS: We show that our uncertainty-based approach …

Early Outcomes Of Transcatheter Aortic Valve Implantation With Next-Generation Balloon-Expandable Myval Transcatheter Heart Valve: Single-Center Experience From Iraq, Khalid Ibrahim Amber, Ammar Jabbar Majeed

Journal of the Saudi Heart Association

Objectives: Transcatheter aortic valve implantation (TAVI) is a minimally invasive percutaneous procedure for the treatment of elderly patients with symptomatic severe aortic stenosis. The study aimed to determine immediate (in-hospital) and short-term (30-day) outcomes of TAVI with next-generation balloon-expandable Myval transcatheter heart valve (THV) at a single-centre in Iraq. Methods: During January 2019 to January 2024, a total of 100 symptomatic severe aortic stenosis patients who underwent TAVI using Myval THV at Al-Najaf Cardiac Center, Iraq were enrolled. The procedure was done under local anesthesia and conscious sedation via transfemoral approach, using balloon-expandable Myval THV. All patients were followed-up at …

Failure Of Pavlik Harness Treatment In Infants Under 6 Months Old With Dislocated Hips: Short- And Intermediate-Term Results Of Subsequent Treatment Modalities, Ahmet Imerci, Mihir M. Thacker, James Richard Bowen

Jefferson Hospital Staff Papers and Presentations

OBJECTIVE: This study aimed to determine the short- and medium-term outcomes of hip dislocation in infants who failed Pavlik harness therapy and were subsequently treated with brace, closed reduction (CR) or open reduction (OR) before 6 months of age.

METHODS: Fifty infants (66 hip dislocations) who failed Pavlik harness therapy between 2000 and 2018 and were treated with a rigid abduction brace or undergoing a CR or OR/cast were evaluated. All demographic data obtained from the medical system, developments and complications during the follow-up and treatment process were recorded and evaluated.

RESULTS: Fifty infants (66 hips) with dislocated hips failed …

Microvascular Reconstruction Of Midface Osteoradionecrosis, Larissa Sweeny, Neeraja Konuthula, Ryan Jackson, Mark K. Wax, Joseph M. Curry, Sara Yang, Dev Amin, Anne C. Kane, Steve B. Cannady, Kendall Tasche, Michael Dileo, Daniel Lander, Alexandra E. Kejner, Patrik Pipkorn

School of Medicine Faculty Publications

Background: Head and neck osteoradionecrosis (ORN) of the midface requiring free flap (FF) reconstruction is uncommon. This multi-institutional study was designed to review outcomes for this rare patient population. Methods: Retrospective multi-institutional review of FF reconstruction for midface ORN (2005–2022; n = 54). Results: The FF survival rate was 87% (n = 54). Patients were less likely to be tolerating a regular diet at 3 months postoperative if they had a preoperative history of prior head and surgery (80% vs. 95%; p = 0.02), a pathologic fracture (50% vs. 90%; p = 0.04), exposed bone intraorally (43% vs. 94%; p …

Pediatric Obesity In The United States: Age–Period–Cohort Analysis, Ashley W. Kranjac, Dinko Kranjac, Roxanne I. Aguilera

Sociology Faculty Articles and Research

The rates of obesity among American children aged 2–5 years has reached a historic high. It is crucial to identify the putative sources of population-level increases in obesity prevalence among preschool-aged children because early childhood is a critical window for obesity prevention and thus reduction of future incidence. We used the National Health and Nutrition Examination Survey data and hierarchical age–period–cohort analysis to examine lifecycle (i.e., age), historical (i.e., period), and generational (i.e., cohort) distribution of age- and sex-specific body mass index z-scores (zBMI) among 2–5-year-olds in the U.S. from 1999 to 2018. Our current findings indicate that period effects, …

Mri Measurement Of Cerebral Perfusion In Severe Congenital Heart Disease: Just The First Step, Kevin B. Kilgallon, Ira M. Cheifetz

Faculty Scholarship

Two questions on the mind of many parents of children with complex congenital heart disease (CHD) are: Will my child survive? And, how will their life be affected? As diagnostic procedures, along with medical and surgical treatments, for these infants have improved over the recent decades, more and more of these children are surviving into adolescence and adulthood. Despite these advances in care, children with complex CHD are at higher risk of neurodevelopmental disability (NDD) and decreased quality of life (QOL) compared to their peers without CHD.1,2

Vertebral Hu Value And The Pectoral Muscle Index Based On Chest Ct Can Be Used To Opportunistically Screen For Osteoporosis, Xiong-Yi Wang, Sheng Pan, Wei-Feng Liu, Yi-Ke Wang, Si-Min Yun, You-Jia Xu

Faculty, Staff and Student Publications

BACKGROUND: Existing studies have shown that computed tomography (CT) attenuation and skeletal muscle tissue are strongly associated with osteoporosis; however, few studies have examined whether vertebral HU values and the pectoral muscle index (PMI) measured at the level of the 4th thoracic vertebra (T4) are strongly associated with bone mineral density (BMD). In this study, we demonstrate that vertebral HU values and the PMI based on chest CT can be used to opportunistically screen for osteoporosis and reduce fracture risk through prompt treatment.

METHODS: We retrospectively evaluated 1000 patients who underwent chest CT and DXA scans from August 2020-2022. The …

A Modified Switching Procedure From Temporary To Tunneled Central Venous Dialysis Catheters, Johannes Eberhard, Constantin Bedau, Andrew Genius Chapple, Julia Klein, Christoph Reissfelder, Anna Isabelle Kaelsch, Andreas Lutz Heinrich Gerken, Sebastian Zach, Kay Schwenke

School of Medicine Faculty Publications

Background: Tunneled central venous catheters are commonly used for dialysis in patients without a functional permanent vascular access. In an emergent setting, a non-tunneled, temporary central venous catheter is often placed for immediate dialysis. The most critical step in the catheter insertion is venipuncture, which is often a major cause for longer intervention times and procedure-related adverse events. To avoid this critical step when placing a more permanent tunneled catheter, an exchange over a previously placed temporary one can be considered. In this paper, we present a modified switching approach with a separate access site. Methods: In this retrospective analysis …

Recurrent Upper Gastrointestinal Bleeding Due To Radiation-Induced Hemorrhagic Gastroduodenal Ectasia: A Review Of Current Treatment Options For Radiation-Induced Gastric Injury, Simone Jarrett, Rushi Kaushik Talati, Johann Hasbun, Wenqing Cao, Scott Smukalla

Einstein Health Papers

INTRODUCTION: Acute upper gastrointestinal bleeding is one of the most common medical emergencies that present to the hospital, and delineating the underlying etiology is essential to provide adequate definitive treatment. The purpose of this case report was to review the diagnosis and treatment of a rare complication known as radiation-induced hemorrhagic gastritis (RIHG) that can occur in patients with prior radiation exposure. The motivation for this study arose from the identification of a case within our institution.

CASE PRESENTATION: The study involved a review of the diagnosis and management of a patient who presented with anemia and recurrent episodes of …

Seroprevalence Of Anti-Sars-Cov-2 Igg Antibodies In Healthcare Personnel In El Salvador Prior To Vaccination Campaigns, José Elías Aguilar Ramírez, Adrianna Maliga, Allison Stewart, Allison Lino, José Eduardo Oliva, Xochitl Sandoval, Emily Zielinski-Gutierrez, Rafael Chacon-Fuentes, Parminder S Suchdev, Susana Zelaya, Mario Sánchez, Delmy Lisseth Recinos, Beatriz López, Ella Hawes, Julie Liu, Shannon E Ronca, Sarah M Gunter, Kristy O Murray, Rhina Domínguez

Faculty, Staff and Students Publications

COVID-19, caused by the SARS-CoV-2 virus, is a highly pathogenic emerging infectious disease. Healthcare personnel (HCP) are presumably at higher risk of acquiring emerging infections because of occupational exposure. The prevalence of COVID-19 in HCP is unknown, particularly in low- to middle-income countries like El Salvador. The goal of this study was to determine the seroprevalence of anti-SARS-CoV-2 antibodies among HCP in El Salvador just prior to vaccine rollout in March 2021. We evaluated 2176 participants from a nationally representative sample of national healthcare institutions. We found 40.4% (n = 880) of the study participants were seropositive for anti-spike …

Investigating The Association Between Metabolic Syndrome Conditions And Perinatal Mental Illness: A National Administrative Claims Study, Karishma Chhabria, Sudhakar Selvaraj, Jerrie Refuerzo, Chau Truong, Cecilia Ganduglia Cazaban

Faculty, Staff and Student Publications

BACKGROUND: Although the association between mental disorder and metabolic syndrome as a bidirectional relationship has been demonstrated, there is little knowledge of the cumulative and individual effect of these conditions on peripartum mental health. This study aims to investigate the association between metabolic syndrome conditions (MetS-C) and maternal mental illness in the perinatal period, while exploring time to incident mental disorder diagnosis in postpartum women.

METHODS: This observational study identified perinatal women continuously enrolled 1 year prior to and 1 year post-delivery using Optum's de-identified Clinformatics® Data Mart Database (CDM) from 2014 to 2019 with MetS-C i.e. obesity, diabetes, high …

Social Determinants Of Health And Other Predictors In Initiation Of Treatment With Cdk4/6 Inhibitors For Hr+/Her2- Metastatic Breast Cancer, Ravi K Goyal, Sean D Candrilli, Susan Abughosh, Hua Chen, Holly M Holmes, Michael L Johnson

Faculty, Staff and Student Publications

In hormone receptor-positive/human epidermal growth factor receptor 2-negative (HR+/HER2-) metastatic breast cancer (MBC), cyclin-dependent kinase 4/6 inhibitors (CDK4/6is) have replaced endocrine therapy alone as the standard of care; however, several barriers to treatment initiation still exist. We assessed social determinants of health (SDOH) and other factors associated with the initiation of CDK4/6i for HR+/HER2- MBC in the Medicare population. Using a retrospective cohort design, patients aged ≥65 years and diagnosed during 2015-2017 were selected from the SEER-Medicare database. Time from MBC diagnosis to first CDK4/6i initiation was the study outcome. The effect of SDOH measures and other predictors on the …

Impact Of Risk-Based Therapy On Late Morbidity And Mortality In Neuroblastoma Survivors: A Report From The Childhood Cancer Survivor Study, Danielle Novetsky Friedman, Pamela J Goodman, Wendy M Leisenring, Lisa R Diller, Susan L Cohn, Rebecca M Howell, Susan A Smith, Emily S Tonorezos, Suzanne L Wolden, Joseph P Neglia, Kirsten K Ness, Todd M Gibson, Paul C Nathan, Lucie M Turcotte, Brent R Weil, Leslie L Robison, Kevin C Oeffinger, Gregory T Armstrong, Charles A Sklar, Tara O Henderson

Faculty, Staff and Student Publications

Background: Early efforts at risk-adapted therapy for neuroblastoma are predicted to result in differential late effects; the magnitude of these differences has not been well described.

Methods: Late mortality, subsequent malignant neoplasms (SMNs), and severe/life-threatening chronic health conditions (CHCs), graded according to CTCAE v4.03, were assessed among 5-year Childhood Cancer Survivor Study (CCSS) survivors of neuroblastoma diagnosed 1987-1999. Using age, stage at diagnosis, and treatment, survivors were classified into risk groups (low [n = 425]; intermediate [n = 252]; high [n = 245]). Standardized mortality ratios (SMRs) and standardized incidence ratios (SIRs) of SMNs were compared with matched population controls. …

Association Of Differential Censoring With Survival And Suboptimal Control Arms Among Oncology Clinical Trials, Eric J Hsu, Timothy A Lin, Dor R Dabush, Zachary Mccaw, Alex Koong, Christine Lin, Joseph Abi Jaoude, Roshal Patel, Ramez Kouzy, Molly B El Alam, Sonal Noticewala, Yumeng Yang, Alexander D Sherry, Clifton D Fuller, Charles R Thomas, Chad Tang, Pavlos Msaouel, Prajnan Das, Bo Huang, Lu Tian, Ryan Sun, J Jack Lee, Tomer Meirson, Ethan B Ludmir

Faculty, Staff and Student Publications

Differential censoring, which refers to censoring imbalance between treatment arms, may bias the interpretation of survival outcomes in clinical trials. In 146 phase III oncology trials with statistically significant time-to-event surrogate primary endpoints, we evaluated the association between differential censoring in the surrogate primary endpoints, control arm adequacy, and the subsequent statistical significance of overall survival results. Twenty-four (16%) trials exhibited differential censoring that favored the control arm, whereas 15 (10%) exhibited differential censoring that favored the experimental arm. Positive overall survival was more common in control arm differential censoring trials (63%) than in trials without differential censoring (37%) or …

Defining The Kras- And Erk-Dependent Transcriptome In Kras-Mutant Cancers, Jeffrey A Klomp, Jennifer E Klomp, Clint A Stalnecker, Kirsten L Bryant, A Cole Edwards, Kristina Drizyte-Miller, Priya S Hibshman, J Nathaniel Diehl, Ye S Lee, Alexis J Morales, Khalilah E Taylor, Sen Peng, Nhan L Tran, Laura E Herring, Alex W Prevatte, Natalie K Barker, Laura D Hover, Jill Hallin, Alexey Sorokin, Preeti Marie Kanikarla, Saikat Chowdhury, Oluwadara Coker, Hey Min Lee, Craig M Goodwin, Prson Gautam, Peter Olson, James G Christensen, John P Shen, Scott Kopetz, Lee M Graves, Kian-Huat Lim, Andrea Wang-Gillam, Krister Wennerberg, Adrienne D Cox, Channing J Der

Faculty, Staff and Student Publications

How the KRAS oncogene drives cancer growth remains poorly understood. Therefore, we established a systemwide portrait of KRAS- and ERK-dependent gene transcription in KRAS-mutant cancer to delineate the molecular mechanisms of growth and of inhibitor resistance. Unexpectedly, our KRAS-dependent gene signature diverges significantly from the frequently cited Hallmark KRAS signaling gene signature, is driven predominantly through the ERK mitogen-activated protein kinase (MAPK) cascade, and accurately reflects KRAS- and ERK-regulated gene transcription in KRAS-mutant cancer patients. Integration with our ERK-regulated phospho- and total proteome highlights ERK deregulation of the anaphase promoting complex/cyclosome and other components of the cell cycle machinery as …

Placental Co-Transcriptional Activator Vestigial-Like 1 (Vgll1) Drives Tumorigenesis Via Increasing Transcription Of Proliferation And Invasion Genes, Heather M Sonnemann, Barbara Pazdrak, Barbara Nassif, Yimo Sun, Lama Elzohary, Amjad H Talukder, Arjun S Katailiha, Krishna Bhat, Gregory Lizée

Faculty, Staff and Student Publications

INTRODUCTION: Vestigial-like 1 (VGLL1) is a co-transcriptional activator that binds to TEA domain-containing transcription factors (TEADs). Its expression is upregulated in a variety of aggressive cancer types, including pancreatic and basal-like breast cancer, and increased transcription of VGLL1 is strongly correlated with poor prognosis and decreased overall patient survival. In normal tissues, VGLL1 is most highly expressed within placental trophoblast cells, which share the common attributes of rapid cellular proliferation and invasion with tumor cells. The impact of VGLL1 in cancer has not been fully elucidated and no VGLL1-targeted therapy currently exists.

METHODS: The aim of this study was to …

Improved Liver Disease Prediction From Clinical Data Through An Evaluation Of Ensemble Learning Approaches, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

PURPOSE: Liver disease causes two million deaths annually, accounting for 4% of all deaths globally. Prediction or early detection of the disease via machine learning algorithms on large clinical data have become promising and potentially powerful, but such methods often have some limitations due to the complexity of the data. In this regard, ensemble learning has shown promising results. There is an urgent need to evaluate different algorithms and then suggest a robust ensemble algorithm in liver disease prediction.

METHOD: Three ensemble approaches with nine algorithms are evaluated on a large dataset of liver patients comprising 30,691 samples with 11 …

How Context Links To Best Practice Use In Long-Term Care Homes: A Mixed Methods Study, Yinfei Duan, Jing Wang, Holly J Lanham, Whitney Berta, Stephanie A Chamberlain, Matthias Hoben, Katharina Choroschun, Alba Iaconi, Yuting Song, Janelle Santos Perez, Shovana Shrestha, Anna Beeber, Ruth A Anderson, Leslie Hayduk, Greta G Cummings, Peter G Norton, Carole A Estabrooks

Faculty, Staff and Student Publications

Background: Context (work environment) plays a crucial role in implementing evidence-based best practices within health care settings. Context is multi-faceted and its complex relationship with best practice use by care aides in long-term care (LTC) homes are understudied. This study used an innovative approach to investigate how context elements interrelate and influence best practice use by LTC care aides.

Methods: In this secondary analysis study, we combined coincidence analysis (a configurational comparative method) and qualitative analysis to examine data collected through the Translating Research in Elder Care (TREC) program. Coincidence analysis of clinical microsystem (care unit)-level data aggregated from a …

Cost-Effectiveness And Threshold Analysis Of Deep Brain Stimulation Vs Treatment-As-Usual For Treatment-Resistant Depression, Katherine E Kabotyanski, Ricardo A Najera, Garrett P Banks, Himanshu Sharma, Nicole R Provenza, Benjamin Y Hayden, Sanjay J Mathew, Sameer A Sheth

Faculty, Staff and Students Publications

Treatment-resistant depression (TRD) affects approximately 2.8 million people in the U.S. with estimated annual healthcare costs of $43.8 billion. Deep brain stimulation (DBS) is currently an investigational intervention for TRD. We used a decision-analytic model to compare cost-effectiveness of DBS to treatment-as-usual (TAU) for TRD. Because this therapy is not FDA approved or in common use, our goal was to establish an effectiveness threshold that trials would need to demonstrate for this therapy to be cost-effective. Remission and complication rates were determined from review of relevant studies. We used published utility scores to reflect quality of life after treatment. Medicare …

A Phase 3b, Open-Label, Single-Arm, Multicenter, Expanded-Access Study Of The Safety And Clinical Outcomes Of Stratagraft® Treatment In Adults With Deep Partial-Thickness Thermal Burns, James H. Holmes Iv, Angela L.F. Gibson, Tracee Short, Victor C. Joe, Jeffrey Litt, Joshua Carson, Jeffrey E. Carter, Lucy Wibbenmeyer, Helen Hahn, Janice M. Smiell, Randi Rutan, Richard Wu, Jeffrey W. Shupp

School of Medicine Faculty Publications

Background: A phase 3b, open-label, multicenter, expanded-access study (NCT04123548) evaluated safety and clinical outcomes of StrataGraft treatment in adults with deep partial-thickness thermal burns with intact dermal elements. Methods: Adult patients with 3 % to < 50 % total body surface area burns were treated with a single application of ≤ 1:1 meshed StrataGraft and followed for 24 weeks. Primary endpoint was count and percentage of patients with treatment-emergent adverse events (TEAEs). Secondary endpoints included confirmed wound closure (WC) at Week 12, durable WC at Week 24, time to WC, scar evaluation, and wound infection-related events. Results: Fifty-two patients with 96 treatment sites were enrolled. Pruritus was the most common TEAE (22 patients [42.3 %]). Twenty serious TEAEs occurred in 10 patients (19.2 %); none were related to StrataGraft. There were 4 (7.7 %) deaths (aspiration, myocardial infarction, self-injury, Gram-negative rod sepsis); none were related to StrataGraft. Confirmed WC was achieved by Week 12 in 33 patients (63.5 %; 95 % CI: 50.4–76.5 %) and 69 treatment sites (71.9 %; 95 % CI: 62.9–80.9 %). Durable WC was achieved by Week 24 in 29 patients (55.8 %; 95 % CI: 42.3–69.3 %) and 58 treatment sites (60.4 %; 95 % CI: 50.6–70.2 %). Conclusions: StrataGraft demonstrated clinical benefit. Safety data were consistent with previously reported findings.

Editorial: Management Of Pji/Ssi After Joint Arthroplasty, Li Cao, Javad Parvizi, Xiaogang Zhang, Xianzhe Liu, Wierd Zijlstra, Saad Tarabichi

Rothman Institute Papers

The management of periprosthetic joint infection (PJI) and surgical site infection (SSI) after joint arthroplasty poses a major challenge in orthopedic surgery. This Editorial provides an overview of the studies published in the special issue "Management of PJI/SSI after Joint Arthroplasty", summarizing the key findings from these studies, which cover a wide range of topics, including stringent preventive strategies, comprehensive diagnostic methods, and personalized treatment modalities. The authors concluded the editorial with their perspectives regarding the status quo of research in this field and future directions for research, such as the development of novel antibiotics, biofilm research, patient-specific risk factors, …

Hnrnpm Protects Against The Dsrna-Mediated Interferon Response By Repressing Line-Associated Cryptic Splicing, Rong Zheng, Mikayla Dunlap, Georg O M Bobkov, Carlos Gonzalez-Figueroa, Khushali J Patel, Jingyi Lyu, Samuel E Harvey, Tracey W Chan, Giovanni Quinones-Valdez, Mudra Choudhury, Charlotte A Le Roux, Mason D Bartels, Amy Vuong, Ryan A Flynn, Howard Y Chang, Eric L Van Nostrand, Xinshu Xiao, Chonghui Cheng

Faculty, Staff and Students Publications

RNA splicing is pivotal in post-transcriptional gene regulation, yet the exponential expansion of intron length in humans poses a challenge for accurate splicing. Here, we identify hnRNPM as an essential RNA-binding protein that suppresses cryptic splicing through binding to deep introns, maintaining human transcriptome integrity. Long interspersed nuclear elements (LINEs) in introns harbor numerous pseudo splice sites. hnRNPM preferentially binds at intronic LINEs to repress pseudo splice site usage for cryptic splicing. Remarkably, cryptic exons can generate long dsRNAs through base-pairing of inverted ALU transposable elements interspersed among LINEs and consequently trigger an interferon response, a well-known antiviral defense mechanism. …