Medicine and Health Sciences Commons^™

Multi-Task Deep Neural Networks For Irregularly Sampled Multivariate Clinical Time Series, Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Jiang Bian

Faculty, Staff and Student Publications

Multivariate clinical time series data, such as those contained in Electronic Health Records (EHR), often exhibit high levels of irregularity, notably, many missing values and varying time intervals. Existing methods usually construct deep neural network architectures that combine recurrent neural networks and time decay mechanisms to model variable correlations, impute missing values, and capture the impact of varying time intervals. The complete data matrices thus obtained from the imputation task are used for downstream risk prediction tasks. This study aims to achieve more desirable imputation and prediction accuracy by performing both tasks simultaneously. We present a new multi-task deep neural …

Lymphovenous Anastomosis For The External And Internal Types Of Head And Neck Lymphedema: A Case Series And Preliminary Clinical Results, Ying-Sheng Lin, Chia-Ju Liu, Chen-Han Chou

Faculty, Staff and Student Publications

BACKGROUND: Head and neck lymphedema (HNL), including external and internal types, could be a possible consequence for patients who have received neck dissection and radiotherapy for head and neck cancer. Initially, the common presentations are heaviness or tightness, followed by swelling in appearance, or difficulty speaking and swallowing in internal edema cases. Lymphovenous anastomosis (LVA) is an established approach to treat extremity lymphedema. We hereby present our preliminary experience in using LVA to treat HNL.

METHODS: Between March 2021 and January 2024, six patients with HNL were treated with LVA via a preauricular or submandibular incision of the obstructed side. …

Genome-Wide Interaction Study Of Dietary Intake Of Fibre, Fruits, And Vegetables With Risk Of Colorectal Cancer, Nikos Papadimitriou, Andre Kim, Eric S Kawaguchi, John Morrison, Virginia Diez-Obrero, Demetrius Albanes, Sonja I Berndt, Stéphane Bézieau, Stephanie A Bien, D Timothy Bishop, Emmanouil Bouras, Hermann Brenner, Daniel D Buchanan, Peter T Campbell, Robert Carreras-Torres, Andrew T Chan, Jenny Chang-Claude, David V Conti, Matthew A Devall, Niki Dimou, David A Drew, Stephen B Gruber, Tabitha A Harrison, Michael Hoffmeister, Jeroen R Huyghe, Amit D Joshi, Temitope O Keku, Anshul Kundaje, Sébastien Küry, Loic Le Marchand, Juan Pablo Lewinger, Li Li, Brigid M Lynch, Victor Moreno, Christina C Newton, Mireia Obón-Santacana, Jennifer Ose, Andrew J Pellatt, Anita R Peoples, Elizabeth A Platz, Conghui Qu, Gad Rennert, Edward Ruiz-Narvaez, Anna Shcherbina, Mariana C Stern, Yu-Ru Su, Duncan C Thomas, Claire E Thomas, Yu Tian, Konstantinos K Tsilidis, Cornelia M Ulrich, Caroline Y Um, Kala Visvanathan, Jun Wang, Emily White, Michael O Woods, Stephanie L Schmit, Finlay Macrae, John D Potter, John L Hopper, Ulrike Peters, Neil Murphy, Li Hsu, Marc J Gunter, W James Gauderman

Faculty, Staff and Student Publications

Background: Consumption of fibre, fruits and vegetables have been linked with lower colorectal cancer (CRC) risk. A genome-wide gene-environment (G × E) analysis was performed to test whether genetic variants modify these associations.

Methods: A pooled sample of 45 studies including up to 69,734 participants (cases: 29,896; controls: 39,838) of European ancestry were included. To identify G × E interactions, we used the traditional 1--degree-of-freedom (DF) G × E test and to improve power a 2-step procedure and a 3DF joint test that investigates the association between a genetic variant and dietary exposure, CRC risk and G × E interaction …

Risk-Benefit Trade-Offs And Precision Utilities In Phase I-Ii Clinical Trials, Pavlos Msaouel, Juhee Lee, Peter F Thall

Faculty, Staff and Student Publications

Background: Identifying optimal doses in early-phase clinical trials is critically important. Therapies administered at doses that are either unsafe or biologically ineffective are unlikely to be successful in subsequent clinical trials or to obtain regulatory approval. Identifying appropriate doses for new agents is a complex process that involves balancing the risks and benefits of outcomes such as biological efficacy, toxicity, and patient quality of life.

Purpose: While conventional phase I trials rely solely on toxicity to determine doses, phase I-II trials explicitly account for both efficacy and toxicity, which enables them to identify doses that provide the most favorable risk-benefit …

High Community-Level Social Vulnerability Is Associated With Worse Recurrence-Free Survival (Rfs) After Resection Of Extremity And Truncal Soft Tissue Sarcoma, Raymond S Traweek, Heather G Lyu, Russell G Witt, Rebecca A Snyder, Elise F Nassif, David D Krijgh, Jeffrey M Smith, Gordon S Tilney, Chun Feng, Yi-Ju Chiang, Keila E Torres, Margaret J Roubaud, Christopher P Scally, Kelly K Hunt, Emily Z Keung, Alexander F Mericli, Christina L Roland

Faculty, Staff and Student Publications

Background: Although social vulnerability has been associated with worse postoperative and oncologic outcomes in other cancer types, these effects have not been characterized in patients with soft tissue sarcoma. This study evaluated the association of social vulnerability and oncologic outcomes.

Methods: The authors conducted a single-institution cohort study of adult patients with primary and locally recurrent extremity or truncal soft tissue sarcoma undergoing resection between January 2016 and December 2021. The social vulnerability index (SVI) was measured on a low (SVI 1-39%, least vulnerable) to high (60-100%, most vulnerable) SVI scale. The association of SVI with overall survival (OS) and …

Omicsmic: A Comprehensive Benchmarking Platform For Robust Comparison Of Imputation Methods In Mass Spectrometry-Based Omics Data, Weiqiang Lin, Jiadong Ji, Kuan-Jui Su, Chuan Qiu, Qing Tian, Lan-Juan Zhao, Zhe Luo, Chong Wu, Hui Shen, Hongwen Deng

Faculty, Staff and Student Publications

Mass spectrometry is a powerful and widely used tool for generating proteomics, lipidomics and metabolomics profiles, which is pivotal for elucidating biological processes and identifying biomarkers. However, missing values in mass spectrometry-based omics data may pose a critical challenge for the comprehensive identification of biomarkers and elucidation of the biological processes underlying human complex disorders. To alleviate this issue, various imputation methods for mass spectrometry-based omics data have been developed. However, a comprehensive comparison of these imputation methods is still lacking, and researchers are frequently confronted with a multitude of options without a clear rationale for method selection. To address …

Fine-Grained Patient Similarity Measuring Using Contrastive Graph Similarity Networks, Yuxi Liu, Zhenhao Zhang, Shaowen Qin, Flora D Salim, Jiang Bian, Antonio Jimeno Yepes

Faculty, Staff and Student Publications

Predictive analytics using Electronic Health Records (EHRs) have become an active research area in recent years, especially with the development of deep learning techniques. A popular EHR data analysis paradigm in deep learning is patient representation learning, which aims to learn a condensed mathematical representation of individual patients. However, EHR data are often inherently irregular, i.e., data entries were captured at different times as well as with different contents due to the individualized needs of each patient. Most of the work focused on the provision of deep neural networks with attention mechanisms that generate complete patient representations that can be …

An Ethical Approach To Genomic Privacy Preserving Technology Development, Lynette Hammond Gerido, Erman Ayday

Faculty, Staff and Student Publications

Demand for genomic research data and genetic testing results from cancer patients has grown exponentially. When a patient is diagnosed with a hereditary cancer syndrome, standard practice is for providers to encourage patients to discuss their results with their relatives and encourage those relatives to have clinical genetic testing and possibly participate in genetic research. Genomic research data and genetic testing results are being shared and connected in ways never imagined. Genomic data sharing is critical for advancing precision health and increasing diversity in global genome databases. However, these advancements often come with undesirable consequences, which call for additional privacy …

Evaluating Generative Models In Medical Imaging, Liyue Fan, Ashley Bang, Luca Bonomi

Faculty, Staff and Student Publications

Data synthesis can address important data availability challenges in biomedical informatics. Quantitative evaluation of generative models may help understand their applications to synthesizing biomedical data. This poster paper examines state-of-the-art generative models used in medical imaging, such as StyleGAN and DDPM models, and evaluates their performance in learning data manifolds and in the visible features of generated samples. Results show that existing generative models have much to improve based on the studied measures.

Stratification Of Glioma Based On Stemness Scores In Bulk And Single-Cell Transcriptomes, Zeinab Abdelrahman, Alaa Abdelatty, Jiangti Luo, Amy Jayne Mcknight, Xiaosheng Wang

Faculty, Staff and Student Publications

Background: Brain tumours are known to have a high mortality and morbidity rate due to their localised and frequent invasive growth. The concept that glioma resistance could originate from the dissimilarity in the vulnerability of clonogenic glial stem cells to chemotherapeutic drugs and radiation has driven the scientific community to reexamine the comprehension of glioma growth and strategies that target these cells or modify their stemness.

Methods: Based on the enrichment scores of 12 stemness signatures, we identified glioma subtypes in both tumour bulks and single cells by clustering analysis. Furthermore, we comprehensively compared molecular and clinical features among the …

Us Filipino Adults Have Elevated Prevalence Of Hypertension Across The Adult Lifespan: Findings From A Cross-Sectional Electronic Health Record Study, Nancy P Gordon, Irvin C Lien, Jamal S Rana, Joan C Lo

Faculty, Staff and Student Publications

INTRODUCTION: The prevalence of hypertension increases with age and differs by race and ethnicity. Among U.S. Asian adults, prevalence is higher for Filipino adults than for other major Asian subgroups, but whether this disparity exists across the adult lifespan is unknown. This study examined hypertension prevalence by age decade, comparing Filipino adults with South Asian, Chinese, Black, Hispanic, and White adults.

METHODS: This cross-sectional study used 2015-2016 electronic health record data from a Northern California integrated healthcare delivery system for 1,839,603 adults aged 30-79 years, including 128,124 Filipino adults. Hypertension was defined by diagnosis codes. Sex-specific prevalence was calculated by …

Evaluations Of An Early Change In Tumor Pathophysiology In Response To Radiotherapy With Oxygen Enhanced Electron Paramagnetic Resonance Imaging (Oe Epri), Tianzhe Li, Grace A Murley, Xiaofei Liang, Renee L Chin, Jorge De La Cerda, F William Schuler, Mark D Pagel

Faculty, Staff and Student Publications

Purpose: Electron Paramagnetic Resonance Imaging (EPRI) can image the partial pressure of oxygen (pO2) within in vivo tumor models. We sought to develop Oxygen Enhanced (OE) EPRI that measures tumor pO2 with breathing gases of 21% O2 (pO221%) and 100% O2 (pO2100%), and the differences in pO2 between breathing gases (ΔpO2). We applied OE EPRI to study the early change in tumor pathophysiology in response to radiotherapy in two tumor models of pancreatic cancer.

Procedures: We developed a protocol that intraperitoneally administered OX071, a trityl radical contrast agent, and then acquired anatomical MR images to localize the tumor. Subsequently, we …

Characteristics And Outcomes Of Acute Myeloid Leukaemia Patients With Baseline Cd7 Expression, Wei-Ying Jen, Koji Sasaki, Sanam Loghavi, Sa A Wang, Wei Qiao, Gautam Borthakur, Farhad Ravandi, Tapan M Kadia, Ghayas C Issa, Nicholas J Short, Musa Yilmaz, Naval G Daver, Courtney D Dinardo

Faculty, Staff and Student Publications

Targeted therapy development for acute myeloid leukaemia (AML) requires an understanding of specific expression profiles. We collected flow cytometry data on 901 AML patients and recorded aberrant CD7 expression on leukaemic blasts. 263 (29.2%) had blasts positive for CD7. CD7+ AML was more likely to be adverse risk (64.6% vs. 55.6%, p = 0.0074) and less likely to be favourable risk (15.2% vs. 24.1%, p = 0.0074) by European LeukemiaNet 2022 criteria. Overall survival was inferior (11.9 [95% CI, 9.7-15.9] vs. 19.0 months [95% CI, 16.1-23.0], p = 0.0174). At relapse, 30.4% lost and 19.0% gained CD7, suggesting moderate instability …

Ivosidenib Significantly Reduces Triazole Levels In Patients With Acute Myeloid Leukemia And Myelodysplastic Syndrome, Ashley Dinh, J Michael Savoy, Dimitrios P Kontoyiannis, Koichi Takahashi, Ghayas C Issa, Hagop M Kantarjian, Courtney D Dinardo, Caitlin R Rausch

Faculty, Staff and Student Publications

Background: Ivosidenib is primarily metabolized by CYP3A4; however, it induces CYP450 isozymes, including CYP3A4 and CYP2C9, whereas it inhibits drug transporters, including P-glycoprotein. Patients with acute myeloid leukemia are at risk of invasive fungal infections, and therefore posaconazole and voriconazole are commonly used in this population. Voriconazole is a substrate of CYP2C9, CYP2C19, and CYP3A4; therefore, concomitant ivosidenib may result in decreased serum concentrations. Although posaconazole is a substrate of P-glycoprotein, it is metabolized primarily via UDP glucuronidation; thus, the impact of ivosidenib on posaconazole exposure is unknown.

Methods: Patients treated with ivosidenib and concomitant triazole with at least one …

Outcome Of Patients With Relapsed Acute Promyelocytic Leukemia, Koji Sasaki, Farhad Ravandi, Tapan Kadia, Courtney D Dinardo, Musa Yilmaz, Nicholas Short, Elias Jabbour, Keyur P Patel, Sanam Loghavi, Sherry Pierce, Gautam Borthakur, Hagop Kantarjian

Faculty, Staff and Student Publications

Background: The outcome of patients with acute promyelocytic leukemia (APL) has improved significantly since the introduction of all-trans retinoic acid (ATRA) and arsenic trioxide (ATO) as APL therapies. The optimal therapy for APL relapse is believed to require autologous or allogeneic stem cell transplantation (SCT) based on historical experience.

Study aims: To evaluate the outcome of patients with relapsed APL before and after the era of ATRA-ATO.

Patients and methods: We reviewed 61 patients with relapsed APL treated from November 1991 to June 2023; 31 patients (51%) received modern therapy with the combination of ATRA and ATO with and without …

Germline Predisposition In Hematologic Malignancies: Testing, Management, And Implications, Lucy A Godley, Courtney D Dinardo, Kelly Bolton

Faculty, Staff and Student Publications

Although numerous barriers for clinical germline cancer predisposition testing exist, the increasing recognition of deleterious germline DNA variants contributing to myeloid malignancy risk is yielding steady improvements in referrals for testing and testing availability. Many germline predisposition alleles are common in populations, and the increasing number of recognized disorders makes inherited myeloid malignancy risk an entity worthy of consideration for all patients regardless of age at diagnosis. Germline testing is facilitated by obtaining DNA from cultured skin fibroblasts or hair bulbs, and cascade testing is easily performed via buccal swab, saliva, or blood. Increasingly as diagnostic criteria and clinical management …

Plasmacytoid Urothelial Carcinoma Of The Urinary Bladder-A Clinicopathological And Molecular Analysis Of 52 Cases, Lan Zheng, Hui Chen, Jianping Zhao, Sinchita Roy-Chowdhuri, Ashish M Kamat, Omar Alhalabi, Jianjun Gao, Arlene Siefker-Radtke, Donna E Hansel, Bogdan Czerniak, Charles C Guo

Faculty, Staff and Student Publications

Plasmacytoid urothelial carcinoma (UC) is a rare histologic subtype of bladder cancer that is associated with an aggressive clinical behavior. We analyzed the clinicopathologic and molecular features of plasmacytoid UC in 52 patients from a single institute. The patients included 44 men and 8 women, with a mean age of 64 years (range, 41-91 years). All bladder cancers were high-grade UC, and plasmacytoid component accounted for a mean of 47% of bladder tumors (range, 5-100%). Distinct gene mutations were found in most plasmacytoid UCs (n = 49); the most common mutations were TP53 (n = 30), followed by TERT (n …

Determination Of Quality Of Life-Related Health Utilities For Surgical Complications In Ovarian Cancer, Rudy S Suidan, Charlotte C Sun, Amy K Schneider, Karen H Lu, Sharon H Giordano, Larissa A Meyer

Faculty, Staff and Student Publications

Objective: To assess the health state utilities of ovarian cancer patients, clinicians, and non-cancer controls regarding surgical complications in ovarian cancer.

Methods: Utilities for 14 surgical complications were assessed from patients with recently diagnosed or recurrent ovarian cancer, clinicians, and non-cancer controls using the visual analog scale (VAS) and time trade-off (TTO) methods. Health state utilities were converted to a 0-to-1 scale, where 0 represents the least favorable outcome and 1 represents the most favorable outcome.

Results: Fifty patients, 50 clinicians, and 50 controls participated. Median VAS scores were lower than TTO scores across all groups (p < 0.01). Patients viewed 'bleeding requiring transfusion' most favorably (VAS utility 0.75), followed in order by less favorable utility scores for hernia, thromboembolism, pleural effusion, abscess, ileus/bowel obstruction, wound infection, bowel obstruction requiring surgery, anastomotic leak requiring drain, temporary ostomy, anastomotic leak requiring surgery, genito-urinary fistula, permanent ostomy, and genito-intestinal fistula (VAS utility 0.2). Overall, clinicians perceived complications more favorably than patients by VAS (overall utility score 0.49 vs 0.43, p < 0.01), but not by the TTO. There were no differences in overall utility scores between patients and controls. Patients who had not experienced certain surgical complications had less favorable scores than patients who did (utility score for ostomy = 0.2 for patients without ostomy vs. 0.7 for patients with ostomy, p = 0.02).

Conclusions: This study …

Characterization Of Cancer Survivors Clustered By Subjective And Objective Cognitive Function Scores, Taichi Goto, Leorey N Saligan, Paul Juneau, Stephen G Gonsalves, Carielle Joy Rio, Letitia Y Graves, Diane Von Ah

Faculty, Staff and Student Publications

Background: Cancer-related cognitive impairment (CRCI) is a prevalent condition that significantly impacts the quality of life of individuals who receive cancer treatment. Clinical management of CRCI presents challenges due to the absence of a standardized assessment. This study identified clinically relevant phenotypic clusters of CRCI based on subjective and objective cognitive function scores.

Methods: In this cross-sectional study, participants were clustered using the VARCLUS™ based on subjective cognitive impairment assessed through the PROMIS® version 1.0 short-form subscales of cognitive abilities and cognitive concerns and the CANTAB Cambridge Cognition® scores, which included measures of visuospatial working memory capacity, visual episodic memory, …

Deep Learning-Based Prediction Modeling Of Major Adverse Cardiovascular Events After Liver Transplantation, Ahmed Abdelhameed, Harpreet Bhangu, Jingna Feng, Fang Li, Xinyue Hu, Parag Patel, Liu Yang, Cui Tao

Faculty, Staff and Student Publications

Objective: To validate deep learning models' ability to predict post-transplantation major adverse cardiovascular events (MACE) in patients undergoing liver transplantation (LT).

Patients and methods: We used data from Optum's de-identified Clinformatics Data Mart Database to identify liver transplant recipients between January 2007 and March 2020. To predict post-transplantation MACE risk, we considered patients' demographics characteristics, diagnoses, medications, and procedural data recorded back to 3 years before the LT procedure date (index date). MACE is predicted using the bidirectional gated recurrent units (BiGRU) deep learning model in different prediction interval lengths up to 5 years after the index date. In total, …

Preventative Treatment Of Tuberous Sclerosis Complex With Sirolimus: Phase I Safety And Efficacy Results, Jamie K Capal, David M Ritter, David Neal Franz, Molly Griffith, Kristn Currans, Bridget Kent, E Martina Bebin, Hope Northrup, Mary Kay Koenig, Tomoyuki Mizuno, Alexander A Vinks, Stephanie L Galandi, Wujuan Zhang, Kenneth D R Setchell, Kelly M Kremer, Carlos M Prada, Hansel M Greiner, Katherine Holland-Bouley, Paul S Horn, Darcy A Krueger

Faculty, Staff and Student Publications

Objective: Tuberous sclerosis complex (TSC) results from overactivity of the mechanistic target of rapamycin (mTOR). Sirolimus and everolimus are mTOR inhibitors that treat most facets of TSC but are understudied in infants. We sought to understand the safety and potential efficacy of preventative sirolimus in infants with TSC.

Methods: We conducted a phase 1 clinical trial of sirolimus, treating five patients until 12 months of age. Enrolled infants had to be younger than 6 months of age with no history of seizures and no clinical indication for sirolimus treatment. Adverse events (AEs), tolerability, and blood concentrations of sirolimus measured by …

Endothelial-Specific Telomerase Inactivation Causes Telomere-Independent Cell Senescence And Multi-Organ Dysfunction Characteristic Of Aging, Zhanguo Gao, Rafael Bravo Santos, Joseph Rupert, Rachel Van Drunen, Yongmei Yu, Kristin Eckel-Mahan, Mikhail G Kolonin

Faculty, Staff and Student Publications

It has remained unclear how aging of endothelial cells (EC) contributes to pathophysiology of individual organs. Cell senescence results in part from inactivation of telomerase (TERT). Here, we analyzed mice with Tert knockout specifically in EC. Tert loss in EC induced transcriptional changes indicative of senescence and tissue hypoxia in EC and in other cells. We demonstrate that EC-Tert-KO mice have leaky blood vessels. The blood-brain barrier of EC-Tert-KO mice is compromised, and their cognitive function is impaired. EC-Tert-KO mice display reduced muscle endurance and decreased expression of enzymes responsible for oxidative metabolism. Our data indicate that Tert-KO EC have …

The Association Of Nursing Homes' Organizational Context With Care Aide Empowerment: A Cross-Sectional Study, Alba Iaconi, Matthias Hoben, Whitney Berta Phd, Yinfei Duan, Peter G Norton, Yuting Song, Stephanie A Chamberlain, Anna Beeber, Ruth A Anderson, Holly J Lanham, Janelle Perez, Jing Wang, Katharina Choroschun, Shovana Shrestha, Greta Cummings, Carole A Estabrooks

Faculty, Staff and Student Publications

Background and objectives: Organizational context is thought to influence whether care aides feel empowered, but we lack empirical evidence in the nursing home sector. Our objective was to examine the association of features of nursing homes' unit organizational context with care aides' psychological empowerment.

Research design and methods: This cross-sectional study analyzed survey data from 3765 care aides in 91 Western Canadian nursing homes. Random-intercept mixed-effects regressions were used to examine the associations between nursing home unit organizational context and care aides' psychological empowerment, controlling for care aide, care unit, and nursing home covariates.

Results: Organizational (IVs) culture, social capital, …

Unveiling Myeloid Transformation: T-Lgll With Eosinophilia Masking Myeloid-Associated Stat5b Mutation Culminating In Aml, Qianze Dong, Yang Wang, Yan Xiu, Xiaogang Wu, Stacey O'Neill, Howard Meyerson, Tobias Suske, Richard Moriggl, Shimin Hu, Wei Wang, Chen Zhao

Faculty, Staff and Student Publications

No abstract provided.

Flow Cytometry Profiling Of Plasmacytoid Dendritic Cell Neoplasms, Siba El Hussein, Wei Wang

Faculty, Staff and Student Publications

In this review, we aim to provide a summary of the diverse immunophenotypic presentations of distinct entities associated with plasmacytoid dendritic cell (pDC) proliferation. These entities include the following: (1) blastic plasmacytoid dendritic cell neoplasm (BPDCN); (2) mature pDC proliferation (MPDCP), most commonly seen in chronic myelomonocytic leukemia (CMML); and (3) myeloid neoplasms with pDC differentiation, in which pDCs show a spectrum of maturation from early immature pDCs to mature forms, most commonly seen in acute myeloid leukemia (pDC-AML). Our aim is to provide a flow cytometry diagnostic approach to these distinct and sometimes challenging entities and to clarify the …

Response To: Comment On "Effects Of A Pragmatic Home-Based Exercise Program Concurrent With Neoadjuvant Therapy On Physical Function Of Patients With Pancreatic Cancer: The Pancfit Randomized Clinical Trial", An T Ngo-Huang, Nathan H Parker, Keri L Schadler, Matthew H G Katz

Faculty, Staff and Student Publications

No abstract provided.

Novel Cancer Prevention Strategies In Individuals With Hereditary Cancer Syndromes: Focus On Brca1, Brca2, And Lynch Syndrome, Charles M Bowen, Kaitlin Demarest, Eduardo Vilar, Payal D Shah

Faculty, Staff and Student Publications

Germline pathogenic variants (PVs) in the BRCA1 and BRCA2 genes confer elevated risks of breast, ovarian, and other cancers. Lynch syndrome (LS) is associated with increased risks of multiple cancer types including colorectal and uterine cancers. Current cancer risk mitigation strategies have focused on pharmacologic risk reduction, enhanced surveillance, and preventive surgeries. While these approaches can be effective, they stand to be improved on because of either limited efficacy or undesirable impact on quality of life. The current review summarizes ongoing investigational efforts in cancer risk prevention strategies for patients with germline PVs in BRCA1, BRCA2, or LS-associated …

Understanding Nanoparticle-Liver Interactions In Nanomedicine, Yuxin He, Yifan Wang, Lin Wang, Wen Jiang, Stefan Wilhelm

Faculty, Staff and Student Publications

Introduction: Understanding the interactions between administered nanoparticles and the liver is crucial for developing safe and effective nanomedicines. As the liver can sequester up to 99% of these particles due to its major phagocytic role, understanding these interactions is vital for clinical translation.

Areas covered: This review highlights recent studies on nanoparticle-liver interactions, including the influence of nanoparticle physicochemical properties on delivery, strategies to enhance delivery efficiency by modulating liver Kupffer cells, and their potential for treating certain hepatic diseases. Additionally, we discuss how aging impacts the liver's phagocytic functions.

Expert opinion: While liver accumulation can hinder nanomedicine safety and …

Opioid Risk Tool, In-Hospital Opioid Exposure, And Opioid Demand Predict Pain Outcomes Following Traumatic Injury, Danielle A Kessler, Heather E Webber, Constanza De Dios, Jin H Yoon, Joy M Schmitz, Scott D Lane, John A Harvin, Angela M Heads, Charles E Green, Shweta Kapoor, Angela L Stotts, Kandice L Motley, Robert Suchting

Faculty, Staff and Student Publications

Prescribed opioids are a mainstay pain treatment after traumatic injury, but a subgroup of patients may be at risk for continued opioid use. We evaluated the predictive utility of a traditional screening tool, the Opioid Risk Tool (ORT), and two other measures: average in-hospital milligram morphine equivalents (MME) per day and an assessment of opioid demand in predicting pain outcomes. Assessments of pain-related outcomes (pain intensity, interference, injury-related stress, and need for additional pain treatment) were administered at 2 weeks and 12 months post-discharge in a sample of 34 patients hospitalized for traumatic injury. Bayesian linear models were used to …

Current Gaps In Emergency Medicine Core Content Education For Oncologic Emergencies: A Targeted Needs Assessment, Monica K Wattana, Angela Lindsay, Moira Davenport, Nicholas R Pettit, Jazmin R Menendez, Ziyi Li, Demis N Lipe, Aiham Qdaisat, Jason J Bischof

Faculty, Staff and Student Publications

Objective: The core content of emergency medicine (EM) residency training includes the management of oncologic emergencies; however, documented knowledge gaps continue to exist in this subtopic. This study represents a targeted needs assessment as indicated by Step 2 of Kern's curriculum design to determine the specific training gaps to be addressed within the oncologic EM curriculum.

Methods: A multi-institutional cross-sectional survey of oncologists (surgical and medical) and emergency physicians (attendings and residents) was conducted during 2023 at five institutions. The voluntary survey consisted of general and specialty-specific questions exploring gaps in oncologic emergency-specific training/education topics. Descriptive statistics reported responses as …