Surgery Commons^™

Appendiceal Neoplasms In Patients Treated With Antibiotics For Acute Appendicitis: Secondary Analysis Of The Coda Randomized Clinical Trial, Writing Group For The Coda Collaborative

Faculty, Staff and Student Publications

No abstract provided.

Slow Surgical Correction Affects More Than Just The Bowels, Emilia M. Clementi

Clinical Research in Practice: The Journal of Team Hippocrates

Reflection on how delayed colostomy reversal affects a patient's mental and physical well-being.

Review Of Generic Scenario Environmental Release And Occupational Exposure Models Used In Chemical Risk Assessment, William M Barrett, David E Meyer, Raymond L Smith, Sudhakar Takkellapati, Michael A Gonzalez

Faculty, Staff and Student Publications

Under the Toxic Substances Control Act (TSCA), the United States Environmental Protection Agency (USEPA) is required to determine whether a new chemical substance poses an unreasonable risk to human health or the environment before the chemical is manufactured in or imported into the United States. This manuscript provides a review of the process used to evaluate the risk associated with a chemical based on the scenarios and models used in the evaluation. Specifically, the Generic Scenarios and Emission Scenario Documents developed by the USEPA were reviewed, along with background documentation prepared by USEPA to identify the core elements of the …

Severe Lupus Enteritis Complicated By Intractable Gastrointestinal Hemorrhage, Austin Thomas, Clay Smithhart, Maneera Chopra, Athira Jayan, Faisal Ali, Karim Doughem, Asmeen Bhatt, Joanna Scoon, Scott Larson

Faculty, Staff and Student Publications

Lupus enteritis (LE) is a rare presentation of systemic lupus erythematosus manifesting with nonspecific symptoms, laboratory derangements, and imaging findings. Rarely, LE may progress to bowel perforation, hemorrhage, and even death. Treatment with systemic glucocorticoids often results in rapid clinical improvement, but patients may require further immunosuppression. We present a case of severe LE complicated by life-threatening intractable gastrointestinal hemorrhage and warm autoimmune hemolytic anemia refractory to glucocorticoids and ultimately requiring massive transfusions, intravenous immunoglobulin, and plasmapheresis. This case illustrates the importance of early specialist involvement and treatment with intravenous immunoglobulin and plasmapheresis for severe, life-threatening LE.

Pediatric Microsurgery And Free-Tissue Transfer, Heather R Burns, Anna J Skochdopole, Richardo Alfaro Zeledon, William C Pederson

Faculty, Staff and Students Publications

Advancements in microsurgery, along with increased microsurgical experience in pediatric patients, have made free-tissue transfer a reliable modality for pediatric bone and soft tissue reconstruction today. Free-tissue transfer is most commonly used in children for the coverage of large or complex defects resulting from traumatic, oncologic, or congenital etiologies. While flap success and complication rates between pediatric and adult populations are similar, special considerations must be taken into account within the pediatric population. In this article, we will describe common indications, technical nuances, and clinical considerations for the management of the pediatric free-tissue transfer patient.

Understanding And Managing Anxiety Sensitivity During Critical Illness And Long-Term Recovery, Leanne M Boehm, Claire M Bird, Ann Marie Warren, Valerie Danesh, Megan M Hosey, Joanne Mcpeake, Kelly M Potter, Han Su, Tammy L Eaton, Mark B Powers

Faculty, Staff and Students Publications

Anxiety sensitivity is a fear of symptoms associated with anxiety (eg, rapid respiration and heart rate, perspiration), also known as "fear of fear." This fear is a misinterpretation of nonthreatening symptoms as threatening across 3 domains: physical ("When my heart rate increases, I'm afraid I may have a heart attack"), social ("If people see me perspire, I fear they will negatively evaluate me"), and cognitive ("When I feel these symptoms, I fear it means I'm going crazy or will lose control and do something dangerous like disconnect my IV"). These thoughts stimulate the sympathetic nervous system, resulting in stronger sensations …

Benefits Of The Enhanced Recovery After Surgery (Eras) Pathway With Quadratus Lumborum Blocks For Minimally Invasive Gynecologic Surgery Patients: A Retrospective Cohort Study, Paul S Lee, Laurie L Brunette, Intira Sriprasert, Mohamed Eloustaz, Rasika Deshpande, Crystal Adams, Laila Muderspach, Lynda Roman, Shane Dickerson, Michael P Kim

Faculty, Staff and Student Publications

STUDY OBJECTIVE: This study aimed to determine the effect of the implementation of the Enhanced Recovery After Surgery (ERAS) protocol among patients receiving minimally invasive gynecologic surgery.

DESIGN AND SETTING: This retrospective cohort study was performed in a tertiary care hospital.

PATIENTS: A total of 328 females who underwent minimally invasive gynecologic surgeries requiring at least one overnight stay at Keck Hospital of University of Southern California (USC), California, USA, from 2016 to 2020 were included in this study.

INTERVENTIONS: The institutional ERAS protocol was implemented in late 2018. A total of 186 patients from 2016 to 2018 prior to …

Baseline Psychosocial, Environmental, Health, And Behavioral Correlates Of 1- And 3-Year Weight Loss After Bariatric Surgery, Ming Ji, Sonya L Negriff, Jeff M Slezak, Brianna L Taylor, Silvia R Paz, Bhumi B Bhakta, Mayra Macias, David E Arterburn, Cecelia L Crawford, Adam Drewnowski, Kristina H Lewis, Darren D Moore, Sameer B Murali, Deborah R Young, Karen J Coleman

Faculty, Staff and Student Publications

PURPOSE: Weight loss surgery is an effective, long-term treatment for severe obesity but individual response to surgery varies widely. The purpose of this study was to test a comprehensive theoretical model of factors that may be correlated with the greatest surgical weight loss at 1-3 years following surgery. Such a model would help determine what predictive factors to measure when patients are preparing for surgery that may ensure the best weight outcomes.

MATERIALS AND METHODS: The Bariatric Experience Long Term (BELONG) study collected self-reported and medical record-based baseline information as correlates of 1- and 3-year % total weight loss (TWL) …

Intraoperative Identification Of Thyroid And Parathyroid Tissues During Human Endocrine Surgery Using The Masspec Pen, Rachel J Dehoog, Mary E King, Michael F Keating, Jialing Zhang, Marta Sans, Clara L Feider, Kyana Y Garza, Alena Bensussan, Anna Krieger, John Q Lin, Sunil Badal, Elizabeth Alore, Christopher Pirko, Kirtan Brahmbhatt, Wendong Yu, Raymon Grogan, Livia S Eberlin, James Suliburk

Faculty, Staff and Students Publications

IMPORTANCE: Intraoperative identification of tissues through gross inspection during thyroid and parathyroid surgery is challenging yet essential for preserving healthy tissue and improving outcomes for patients.

OBJECTIVE: To evaluate the performance and clinical applicability of the MasSpec Pen (MSPen) technology for discriminating thyroid, parathyroid, and lymph node tissues intraoperatively.

DESIGN, SETTING, AND PARTICIPANTS: In this diagnostic/prognostic study, the MSPen was used to analyze 184 fresh-frozen thyroid, parathyroid, and lymph node tissues in the laboratory and translated to the operating room to enable in vivo and ex vivo tissue analysis by endocrine surgeons in 102 patients undergoing thyroidectomy and parathyroidectomy procedures. …

Racial/Ethnic Differences Persist In Treatment Choice And Outcomes In Isolated Intervention For Coronary Artery Disease, Rodrigo Zea-Vera, Sainath Asokan, Rohan M Shah, Christopher T Ryan, Subhasis Chatterjee, Matthew J Wall, Joseph S Coselli, Todd K Rosengart, Waleed T Kayani, Hani Jneid, Ravi K Ghanta

Faculty, Staff and Students Publications

OBJECTIVE: Studies have noted racial/ethnic disparities in coronary artery disease intervention strategies. We investigated trends and outcomes of coronary artery disease treatment choice (coronary artery bypass grafting or percutaneous coronary intervention) stratified by race/ethnicity.

METHODS: We queried the National Inpatient Sample for patients who underwent isolated coronary artery bypass grafting or percutaneous coronary intervention (2002-2017). Outcomes were stratified by race/ethnicity (White, African American, Hispanic, Asian). Multivariable logistic regression evaluated associations between race/ethnicity and receiving coronary artery bypass grafting versus percutaneous coronary intervention, in-hospital mortality, and costs.

RESULTS: Over the 15-year period, 2,426,917 isolated coronary artery bypass grafting surgeries and 7,184,515 …

Current Approaches To Spinal Cord Protection During Open Thoracoabdominal Aortic Aneurysm Repair, Joseph S Coselli, Scott A Lemaire, Vicente Orozco-Sevilla, Ourania Preventza, Marc R Moon, Lauren M Barron, Subhasis Chatterjee

Faculty, Staff and Students Publications

Spinal cord deficit (SCD) is a feared complication after thoracoabdominal aortic aneurysm repair. Vigilant management throughout the perioperative period is necessary to reduce the risk of SCD. Measures for preventing SCD during the intraoperative period include preoperative optimization and recognizing patients at a higher risk of SCD. In this manuscript, we discuss intraoperative adjuncts including utilization of cerebrospinal fluid drainage, left heart bypass, mild hypothermia, selective reimplantation of intercostal and lumbar arteries, and renal and visceral vessel perfusion. From the operative to the postoperative period, careful attention to avoiding hypotension and anemia is important. If SCD is recognized early, therapeutic …

Prevalence Of Fibromyalgia And Chronic Fatigue Syndrome Among Individuals With Irritable Bowel Syndrome: An Analysis Of United States National Inpatient Sample Database, Zahid Ijaz Tarar, Umer Farooq, Ahmad Nawaz, Mustafa Gandhi, Yezaz A Ghouri, Asmeen Bhatt, Brooks D Cash

Faculty, Staff and Student Publications

Background and Aim: Irritable bowel syndrome (IBS) is a functional gastrointestinal disorder associated with other somatic disorders. We studied the prevalence and predictors of fibromyalgia and chronic fatigue syndrome (CFS) in IBS patients. Methods: We used the National Inpatient Sample and included hospitalization of individuals with IBS, using ICD-10 codes, from 2016–2019. The prevalence and predictors of fibromyalgia and CFS in IBS patients were studied. Univariate and multivariate patient- and hospital-level regression models were used to calculate the adjusted odds of fibromyalgia and CFS in the IBS patient population. Results: Of 1,256,325 patients with an ICD-10 code of IBS included …

The Underutilization Of Preventive Cardiovascular Measures In Patients With Cancer: An Analysis Of The Behavioural Risk Factor Surveillance System, 2011–22, Ahmed Sayed, Malak Munir, Daniel Addison, Abdelrahman I Abushouk, Susan F Dent, Tomas G Neilan, Anne Blaes, Michael G Fradley, Anju Nohria, Khaled Moustafa, Salim S Virani

Faculty, Staff and Students Publications

AIMS: This study aimed to characterize the influence of a cancer diagnosis on the use of preventive cardiovascular measures in patients with and without cardiovascular disease (CVD).

METHODS AND RESULTS: Data from the Behavioural Risk Factor Surveillance System Survey (spanning 2011-22) were used. Multivariable logistic regression models adjusted for potential confounders were applied to calculate average marginal effects (AME), the average difference in the probability of using a given therapy between patients with and without cancer. Outcomes of interest included the use of pharmacological therapies, physical activity, smoking cessation, and post-CVD rehabilitation. Among 5 012 721 respondents, 579 114 reported …

Epigenetic Induction Of Smooth Muscle Cell Phenotypic Alterations In Aortic Aneurysms And Dissections, Abhijit Chakraborty, Yanming Li, Chen Zhang, Yang Li, Kimberly R Rebello, Shengyu Li, Samantha Xu, Hernan G Vasquez, Lin Zhang, Wei Luo, Guangyu Wang, Kaifu Chen, Joseph S Coselli, Scott A Lemaire, Ying H Shen

Faculty, Staff and Students Publications

BACKGROUND: Smooth muscle cell (SMC) phenotypic switching has been increasingly detected in aortic aneurysm and dissection (AAD) tissues. However, the diverse SMC phenotypes in AAD tissues and the mechanisms driving SMC phenotypic alterations remain to be identified.

METHODS: We examined the transcriptomic and epigenomic dynamics of aortic SMC phenotypic changes in mice with angiotensin II-induced AAD by using single-cell RNA sequencing and single-cell sequencing assay for transposase-accessible chromatin. SMC phenotypic alteration in aortas from patients with ascending thoracic AAD was examined by using single-cell RNA sequencing analysis.

RESULTS: Single-cell RNA sequencing analysis revealed that aortic stress induced the transition of …

Complete Enucleation Of A Complicated Solid Pseudopapillary Neoplasm Of Pancreas: A Case Report, Mohammad Saydul Aman, Bidhan Chandra Das, Md Najmul Haque, Sarwar Ahmed Sobhan, Ashis Saha

Faculty, Staff and Student Publications

INTRODUCTION: Solid pseudopapillary neoplasm (SPN) of the pancreas is a rare pancreatic tumor, usually affecting young females. It is categorized as a low-grade malignant tumor without any specific epithelial differentiation, which can occur anywhere in the pancreas.

CASE PRESENTATION: Here, we present the case of a 35-year-old lady who presented to us with abdominal pain and a pancreatic mass. She had a prior laparotomy at a different center without any specific intervention for the lump. After presenting to our center, she was managed through proper evaluation and adequate preparation for surgery. The diagnosis was challenging, and so was the surgery. …

Trial Participation And Outcomes Among English-Speaking And Spanish-Speaking Patients With Appendicitis Randomized To Antibiotics: A Secondary Analysis Of The Coda Randomized Clinical Trial, Elina Serrano, Emily C Voldal, David Machado-Aranda, Daniel A Deugarte, Lillian Kao, Thurston Drake, Robert Winchell, Joseph Cuschieri, Anusha Krishnadasan, David A Talan, Nicole Siparsky, Patricia Ayoung-Chee, Wesley H Self, Patrick Mcgonagill, Katherine A Mandell, Mike K Liang, Shan-Jahan Dodwad, Callie M Thompson, Reynaldo M Padilla, Ross Fleischman, Thea P Price, Alan Jones, Karla Bernardi, Luis Garcia, Heather L Evans, Sabrina E Sanchez, Stephen Odom, Bryan A Comstock, Patrick J Heagerty, Sarah O Lawrence, Sarah E Monsell, Erin E C Fannon, Larry G Kessler, David R Flum, Giana H Davidson

Faculty, Staff and Student Publications

IMPORTANCE: Spanish-speaking participants are underrepresented in clinical trials, limiting study generalizability and contributing to ongoing health inequity. The Comparison of Outcomes of Antibiotic Drugs and Appendectomy (CODA) trial intentionally included Spanish-speaking participants.

OBJECTIVE: To describe trial participation and compare clinical and patient-reported outcomes among Spanish-speaking and English-speaking participants with acute appendicitis randomized to antibiotics.

DESIGN, SETTING, AND PARTICIPANTS: This study is a secondary analysis of the CODA trial, a pragmatic randomized trial comparing antibiotic therapy with appendectomy in adult patients with imaging-confirmed appendicitis enrolled at 25 centers across the US from May 1, 2016, to February 28, 2020. The trial …

Come Take Call With Me-A Plea For Action On Gun Violence, Thaddeus J Puzio

Faculty, Staff and Student Publications

No abstract provided.

Early Prediction Of Massive Transfusion For Patients With Traumatic Hemorrhage: Development Of A Multivariable Machine Learning Model, Andrew J Benjamin, Andrew J Young, John B Holcomb, Erin E Fox, Charles E Wade, Chris Meador, Jeremy W Cannon

Faculty, Staff and Student Publications

OBJECTIVE: Develop a novel machine learning (ML) model to rapidly identify trauma patients with severe hemorrhage at risk of early mortality.

BACKGROUND: The critical administration threshold (CAT, 3 or more units of red blood cells in a 60-minute period) indicates severe hemorrhage and predicts mortality, whereas early identification of such patients improves survival.

METHODS: Patients from the PRospective, Observational, Multicenter, Major Trauma Transfusion and Pragmatic, Randomized Optimal Platelet, and Plasma Ratio studies were identified as either CAT+ or CAT-. Candidate variables were separated into 4 tiers based on the anticipated time of availability during the patient's assessment. ML models were …

Robot-Assisted Resection Of Tricuspid Valve Papillary Fibroelastoma, Nancy Wang, Zachary Gray, Joseph G Rogers, Kenneth K Liao

Faculty, Staff and Students Publications

We report 3 cases of papillary fibroelastoma of the tricuspid valve. Two of them manifested with atypical symptoms of chest pressure and chest pain. Robot-assisted resection was performed to remove the mass while preserving the native valve. All patients recovered well. The 2 symptomatic patients experienced complete symptom resolution. We demonstrate the safety and feasibility of robotic resection in treating tricuspid valve papillary fibroelastoma.

Management Of The Left Subclavian Artery During Aortic Arch Replacement Using A Frozen Elephant Trunk Approach: A Review, Vicente Orozco-Sevilla, Joseph S Coselli

Faculty, Staff and Students Publications

The frozen elephant trunk (FET) technique for total aortic arch replacement extends repair into the proximal portion of the descending thoracic aorta. Several techniques and modifications of total arch replacement have been described in the literature, and many of these iterations are related to facilitating the distal anastomosis while preserving flow to the left subclavian artery (LSCA), as well as maintaining posterior circulation of the brain via the vertebral artery, by reducing the circulatory arrest time during reconstruction. Because of the LSCA's posterior and deep anatomic location in the chest, particularly in obese patients, this revascularization is often challenging; additional …

Aggregated Molecular Phenotype Scores: Enhancing Assessment And Visualization Of Mass Spectrometry Imaging Data For Tissue-Based Diagnostics, Jessie R Chappel, Mary E King, Jonathon Fleming, Livia S Eberlin, David M Reif, Erin S Baker

Faculty, Staff and Students Publications

Mass spectrometry imaging (MSI) has gained increasing popularity for tissue-based diagnostics due to its ability to identify and visualize molecular characteristics unique to different phenotypes within heterogeneous samples. Data from MSI experiments are often assessed and visualized using various supervised and unsupervised statistical approaches. However, these approaches tend to fall short in identifying and concisely visualizing subtle, phenotype-relevant molecular changes. To address these shortcomings, we developed aggregated molecular phenotype (AMP) scores. AMP scores are generated using an ensemble machine learning approach to first select features differentiating phenotypes, weight the features using logistic regression, and combine the weights and feature abundances. …

Hernia Prevention Using Biologic Mesh And/Or Small Bites: A Multispecialty 2 × 2 Factorial Randomized Controlled Trial, Rainna Coelho, Naila H Dhanani, Nicole B Lyons, Karla Bernardi, Erik P Askenasy, Stefanos Millas, Julie L Holihan, Zuhair Ali, Mike K Liang

Faculty, Staff and Student Publications

BACKGROUND: Ventral incisional hernias are the most common complication after abdominal operation. Randomized trials have shown efficacy of prophylactic synthetic mesh and small bites. Adoption of these practices has been limited due to concerns with placement of synthetic mesh in contaminated cases and small bites in an overweight population. We sought to assess the efficacy of prophylactic biologic mesh and small bites to prevent postoperative major complications: ventral incisional hernias, surgical site infection, reoperation, and death.

STUDY DESIGN: High-risk patients (overweight/obese, current smoker) undergoing abdominal operation with a midline incision (5 cm or greater) were randomized (2 × 2 factorial …

Whole Blood Resuscitation And Association With Survival In Injured Patients With An Elevated Probability Of Mortality, Jason L Sperry, Bryan A Cotton, James F Luther, Jeremy W Cannon, Martin A Schreiber, Ernest E Moore, Nicholas Namias, Joseph P Minei, Stephen R Wisniewski, Frank X Guyette, Shock, Whole Blood, And Assessment Of Traumatic Brain Injury (Swat) Study Group

Faculty, Staff and Student Publications

BACKGROUND: Low-titer group O whole blood (LTOWB) resuscitation is becoming common in both military and civilian settings and may represent the ideal resuscitation intervention. We sought to characterize the safety and efficacy of LTOWB resuscitation relative to blood component resuscitation.

STUDY DESIGN: A prospective, multicenter, observational cohort study was performed using 7 trauma centers. Injured patients at risk of massive transfusion who required both blood transfusion and hemorrhage control procedures were enrolled. The primary outcome was 4-hour mortality. Secondary outcomes included 24-hour and 28-day mortality, achievement of hemostasis, death from exsanguination, and the incidence of unexpected survivors.

RESULTS: A total …

Robotic Nerve Surgery: Brachial Plexus, Matthew J Parham, Samuel H Cole, Nicholas H Yim, William C Pederson

Faculty, Staff and Students Publications

Management of closed brachial plexus injuries has traditionally favored conservative approaches with lengthy intervals between initial injury and surgical reconstruction. The complex anatomy of this region often requires large incisions with extensive dissection. Recently, the use of robotic systems in plastic and reconstructive surgery has been increasing, and robot-assisted brachial plexus reconstruction is a novel application that is currently being explored. Current literature describing this application is primarily comprised of feasibility studies using animal and cadaver models, and literature describing use in human subjects is limited. Advantages demonstrated by these early studies include the reduction of physiologic tremor, 3D visualization …

Association For Academic Surgery/Society Of University Surgeons Research Awards Are Highly Successful In Fostering Future Surgeon-Scientists, Oluyinka O Olutoye, Taylor Lee, Anjali Degala, Jessica L Mueller, Allan M Goldstein, Sundeep G Keswani, Lily S Cheng

Faculty, Staff and Students Publications

BACKGROUND: The surgeon-scientist brings a unique perspective to surgical research. The Association of Academic Surgeons and Society of University Surgeons foster the development of surgeon-scientists through foundation awards to residents and junior faculty. We sought to evaluate the academic success of surgeons who received an Association for Academic Surgery/Society of University Surgeons award.

METHODS: Information was collected for individuals who received a resident or junior faculty research award from the Association for Academic Surgery or Society of University Surgeons. Google Scholar, Scopus, and the National Institutes of Health Research Portfolio Online Reporting Tools: Expenditures and Results were used to assess …

Isolation And Characterization Of Porcine Endocardial Endothelial Cells, Kathleen N Brown, Hong Kim T Phan, Elysa L Jui, Marci K Kang, Jennifer P Connell, Sundeep G Keswani, K Jane Grande-Allen

Faculty, Staff and Students Publications

The heart contains diverse endothelial cell types. We sought to characterize the endocardial endothelial cells (EECs), which line the chambers of the heart. EECs are relatively understudied, yet their dysregulation can lead to various cardiac pathologies. Due to the lack of commercial availability of these cells, we reported our protocol for isolating EECs from porcine hearts and for establishing an EEC population through cell sorting. In addition, we compared the EEC phenotype and fundamental behaviors to a well-studied endothelial cell line, human umbilical vein endothelial cells (HUVECs). The EECs stained positively for classic phenotypic markers such as CD31, von Willebrand …

Clinician-Led Mental Health Conversations Significantly Associated With Outcomes For Scoliosis Patients, Emily J Zeck, Megan E Glahn Castille

Faculty, Staff and Students Publications

BACKGROUND: The psychological impact of idiopathic scoliosis has been well established in the literature. While the diagnosis of scoliosis is concerning, bracing often compounds patients' stress, and patients have expressed wanting to discuss their feelings with their healthcare providers. Counseling can be an effective coping strategy for adolescents facing chronic illness, but it has not been studied in individuals diagnosed with scoliosis.

AIM: To assess the frequency and effect of counseling and clinician-led mental health discussions on individuals diagnosed with scoliosis in childhood and adolescence.

DESIGN: Cross-sectional study.

SETTING: Community-based research, online.

POPULATION: Individuals diagnosed with scoliosis in childhood and …

Outcomes Of Aortic Root Replacement In Patients With Marfan Syndrome: The Role Of Valve-Sparing And Valve-Replacing Approaches, Joseph S Coselli, Irina V Volguina, Lynna Nguyen, Susan Y Green, Scott A Lemaire, Marc R Moon

Faculty, Staff and Students Publications

BACKGROUND: Marfan syndrome (MFS) is a heritable thoracic aortic disease with pervasive cardiovascular effects, including commonly, a dilated aortic root. Traditionally, the root is replaced using a mechanical composite valve graft (CVG); however, this valve-replacing (VR) approach necessitates a lifelong regimen of anticoagulation with a potential for late bleeding complications. In time, valve-sparing (VS) approaches were developed. Today, several options for aortic root replacement (ARR) exist; each has advantages and disadvantages that helps inform choice. The Aortic Valve Operative Outcomes in Marfan Patients (AVOMP) is a multi-center international registry to analyze clinical outcomes of ARR in MFS patients using either …

Effect Of Confusion Assessment Scores On Identifying Delirium In Intensive Care Patients, Kayla Jacobs

Dissertations

Delirium in intensive care unit (ICU) patients can lead to increased length of stay in the hospital, increased risk of complications, increased polypharmacy, family distress and increased rate of mortality (Vasilevskis et al., 2018). Research has shown that addressing modifiable risk factors can improve survival rate by up to 15%, and routine screening for delirium in ICU patients leads to decreased patient anxiety, reduced in-hospital mortality, early recognition, and treatment of delirium (Krewulak et al., 2021 ; Vasilevskis et al., 2018). This quality improvement project used evidence-based intervention to increase accurate documentation of the confusion assessment method in the ICU …

Evaluating The Generalizability Of Predictive Classifiers Built From Desi Imaging Lipid Data Across Mass Spectrometry Platformsjournal Of The American Society For Mass Spectrometry, Rachel J Dehoog, Monica Lin, Gregory Roman, Roy Martin, James Suliburk, Livia S Eberlin

Faculty, Staff and Students Publications

In this study, we evaluate the generalizability of predictive classifiers built from DESI lipid data for thyroid fine needle aspiration (FNA) biopsy analysis and classification using two high-performance mass spectrometers (time-of-flight and orbitrap) suited with different DESI imaging sources operated by different users. The molecular profiles obtained from thyroid samples with the different platforms presented similar trends, although specific differences in ion abundances were observed. When using a previously published statistical model built to discriminate thyroid cancer from benign thyroid tissues to predict on a new independent data set obtained, agreement for 24 of the 30 samples across the imaging …