Biomedical Informatics Commons^™

Comparisons Of Medical Cost Trajectories Between Non-Hispanic Black And Non-Hispanic White Patients With Newly Diagnosed Localized Prostate Cancer, Yu Liu, Shikun Wang, Liang Li, Ying Xu, Yu Shen, Ya-Chen Tina Shih

Faculty, Staff and Student Publications

Objectives: This study applied a recently developed statistical method to compare the mean cost trajectories between non-Hispanic White (NHW) and non-Hispanic Black (NHB) patients with localized prostate cancer conditioning on patients' survival.

Methods: In this observational study, we modeled cost trajectories of NHW and NHB patients with localized prostate cancer for 3 survival durations: 24, 48, and 72 months. We also compared the cost trajectories between NHW and NHB, stratified by comorbidities scores.

Results: We find that the mean cost trajectories of NHB were significantly higher than the trajectories of NHW in the last 12 months before death, regardless of …

Toward Standardization In Reporting Data On Basic Human Semen Examination: A Crucial Step In Advancing The Field Of Andrology And Reproductive Medicine, Marie-Claude Hofmann, Aleksander Giwercman

Faculty, Staff and Student Publications

No abstract provided.

Dietary Intake And Quality Among Stroke Survivors: Nhanes 1999-2018, Erika R Zoellner, Mindy A Patterson, Anjail Z Sharrief, Sean I Savitz, Wesley J Tucker, Derek C Miketinas

Faculty, Staff and Student Publications

Background: Nutrition is an important modifiable risk factor for prevention and treatment of stroke. However, examination of nutrient intake and diet quality in stroke survivors is limited.

Objectives: The aim of the study was to estimate usual nutrient intake and diet quality in US adults with and without a history of self-reported stroke.

Methods: Using US National Health and Nutrition Examination Survey (NHANES) 1999-2018, we analyzed demographics, health history, and dietary intake data in 1626 individuals with a history of stroke matched for age, gender, and survey cycle to respective controls (n=1621) with no history of stroke. A minimum of …

Rare Variants Found In Clinical Gene Panels Illuminate The Genetic And Allelic Architecture Of Orofacial Clefting, Kimberly K Diaz Perez, Sarah W Curtis, Alba Sanchis-Juan, Xuefang Zhao, Taylor Head, Samantha Ho, Bridget Carter, Toby Mchenry, Madison R Bishop, Luz C Valencia-Ramirez, Claudia Restrepo, Jacqueline T Hecht, Lina M Uribe, George Wehby, Seth M Weinberg, Terri H Beaty, Jeffrey C Murray, Eleanor Feingold, Mary L Marazita, David J Cutler, Michael P Epstein, Harrison Brand, Elizabeth J Leslie

Faculty, Staff and Student Publications

PURPOSE: Orofacial clefts (OFCs) are common birth defects including cleft lip, cleft lip and palate, and cleft palate. OFCs have heterogeneous etiologies, complicating clinical diagnostics because it is not always apparent if the cause is Mendelian, environmental, or multifactorial. Sequencing is not currently performed for isolated or sporadic OFCs; therefore, we estimated the diagnostic yield for 418 genes in 841 cases and 294 controls.

METHODS: We evaluated 418 genes using genome sequencing and curated variants to assess their pathogenicity using American College of Medical Genetics criteria.

RESULTS: 9.04% of cases and 1.02% of controls had "likely pathogenic" variants (P < .0001), which was almost exclusively driven by heterozygous variants in autosomal genes. Cleft palate (17.6%) and cleft lip and palate (9.09%) cases had the highest yield, whereas cleft lip cases had a 2.80% yield. Out of 39 genes with likely pathogenic variants, 9 genes, including CTNND1 and IRF6, accounted for more than half of the yield (4.64% of cases). Most variants (61.8%) were "variants of uncertain significance", occurring more frequently in cases (P = .004), but no individual gene showed a significant excess of variants of uncertain significance.

CONCLUSION: …

Preclinical Development Of 1b7/Cd3, A Novel Anti-Tslpr Bispecific Antibody That Targets Crlf2-Rearranged Ph-Like B-All, Ze Tian, Chunhua Shi, Guojun Yang, Jason K Allen, Qing Shi, Amin Al-Shami, Jill Wardell Olson, Melinda G Smith, Qing Chang, Jasbir Kaur, Junping You, Timothy E Lofton, Michelle A Gonzalez, Qi Zhang, Dongxing Zha, Sarah K Tasian, Nitin Jain, Marina Y Konopleva, Timothy Heffernan, Jeffrey J Molldrem

Faculty, Staff and Student Publications

Patients harboring CRLF2-rearranged B-lineage acute lymphocytic leukemia (B-ALL) face a 5-year survival rate as low as 20%. While significant gains have been made to position targeted therapies for B-ALL treatment, continued efforts are needed to develop therapeutic options with improved duration of response. Here, first we have demonstrated that patients with CRLF2-rearranged Ph-like ALL harbor elevated thymic stromal lymphopoietin receptor (TSLPR) expression, which is comparable with CD19. Then we present and evaluate the anti-tumor characteristics of 1B7/CD3, a novel CD3-redirecting bispecific antibody (BsAb) that co-targets TSLPR. In vitro, 1B7/CD3 exhibits optimal binding to both human and cynomolgus CD3 and TSLPR. …

Nuclear Smooth Muscle Α-Actin Participates In Vascular Smooth Muscle Cell Differentiation, Callie S Kwartler, Albert J Pedroza, Anita Kaw, Pujun Guan, Shuangtao Ma, Xue-Yan Duan, Caroline Kernell, Charis Wang, Jose Emiliano Esparza Pinelo, Mikayla S Borthwick Bowen, Jiyuan Chen, Yuan Zhong, Sanjay Sinha, Xuetong Shen, Michael P Fischbein, Dianna M Milewicz

Faculty, Staff and Student Publications

Missense variants throughout ACTA2, encoding smooth muscle α-actin (αSMA), predispose to adult-onset thoracic aortic disease, but variants disrupting arginine 179 (R179) lead to Smooth Muscle Dysfunction Syndrome (SMDS) characterized by diverse childhood-onset vascular diseases. Here we show that αSMA localizes to the nucleus in wildtype (WT) smooth muscle cells (SMCs), enriches in the nucleus with SMC differentiation, and associates with chromatin remodeling complexes and SMC contractile gene promotors. The ACTA2 p.R179 αSMA variant shows decreased nuclear localization. Primary SMCs from Acta2SMC-R179C/+ mice are less differentiated than WT SMCs in vitro and in vivo and have global changes in …

Phenotype And Fate Of Liver-Resident Cd8 T Cells During Acute And Chronic Hepacivirus Infection, Piyush Dravid, Satyapramod Murthy, Zayed Attia, Cole Cassady, Rahul Chandra, Sheetal Trivedi, Ashish Vyas, John Gridley, Brantley Holland, Anuradha Kumari, Arash Grakoui, John M Cullen, Christopher M Walker, Himanshu Sharma, Amit Kapoor

Faculty, Staff and Student Publications

Immune correlates of hepatitis C virus (HCV) clearance and control remain poorly defined due to the lack of an informative animal model. We recently described acute and chronic rodent HCV-like virus (RHV) infections in lab mice. Here, we developed MHC class I and class II tetramers to characterize the serial changes in RHV-specific CD8 and CD4 T cells during acute and chronic infection in C57BL/6J mice. RHV infection induced rapid expansion of T cells targeting viral structural and nonstructural proteins. After virus clearance, the virus-specific T cells transitioned from effectors to long-lived liver-resident memory T cells (TRM). The effector and …

Single-Cell Dissection Of Tumor Microenvironmental Response And Resistance To Cancer Therapy, Yikai Luo, Han Liang

Faculty, Staff and Student Publications

Cancer treatment strategies have evolved significantly over the years, with chemotherapy, targeted therapy, and immunotherapy as major pillars. Each modality leads to unique treatment outcomes by interacting with the tumor microenvironment (TME), which imposes a fundamental selective pressure on cancer progression. The advent of single-cell profiling technologies has revolutionized our understanding of the intricate and heterogeneous nature of the TME at an unprecedented resolution. This review delves into the commonalities and differential manifestations of how cancer therapies reshape the microenvironment in diverse cancer types. We highlight how groundbreaking immune checkpoint blockade (ICB) strategies alone or in combination with tumor-targeting treatments …

Local Continual Reassessment Methods For Dose Finding And Optimization In Drug-Combination Trials, Jingyi Zhang, Fangrong Yan, Nolan A Wages, Ruitao Lin

Faculty, Staff and Student Publications

Due to the limited sample size and large dose exploration space, obtaining a desirable dose combination is a challenging task in the early development of combination treatments for cancer patients. Most existing designs for optimizing the dose combination are model-based, requiring significant efforts to elicit parameters or prior distributions. Model-based designs also rely on intensive model calibration and may yield unstable performance in the case of model misspecification or sparse data. We propose to employ local, underparameterized models for dose exploration to reduce the hurdle of model calibration and enhance the design robustness. Building upon the framework of the partial …

Circulating Short Chain Fatty Acids And Fatigue In Patients With Head And Neck Cancer: A Longitudinal Prospective Study, Canhua Xiao, Veronika Fedirko, Henry Claussen, H Richard Johnston, Gang Peng, Sudeshna Paul, Kristal M Maner-Smith, Kristin A Higgins, Dong M Shin, Nabil F Saba, Evanthia C Wommack, Deborah W Bruner, Andrew H Miller

Faculty, Staff and Student Publications

Fatigue among patients with head and neck cancer (HNC) has been associated with higher inflammation. Short-chain fatty acids (SCFAs) have been shown to have anti-inflammatory and immunoregulatory effects. Therefore, this study aimed to examine the association between SCFAs and fatigue among patients with HNC undergoing treatment with radiotherapy with or without concurrent chemotherapy. Plasma SCFAs and the Multidimensional Fatigue Inventory-20 were collected prior to and one month after the completion of treatment in 59 HNC patients. The genome-wide gene expression profile was obtained from blood leukocytes prior to treatment. Lower butyrate concentrations were significantly associated with higher fatigue (p = …

Dimensionality Reduction For Improving Out-Of-Distribution Detection In Medical Image Segmentation, Mckell Woodland, Nihil Patel, Mais Al Taie, Joshua P Yung, Tucker J Netherton, Ankit B Patel, Kristy K Brock

Faculty, Staff and Student Publications

Clinically-deployed deep learning-based segmentation models are known to fail on data outside of their training distributions. While clinicians review the segmentations, these models do tend to perform well in most instances, which could exacerbate automation bias. Therefore, it is critical to detect out-of-distribution images at inference to warn the clinicians that the model likely failed. This work applies the Mahalanobis distance post hoc to the bottleneck features of a Swin UNETR model that segments the liver on T1-weighted magnetic resonance imaging. By reducing the dimensions of the bottleneck features with principal component analysis, images the model failed on were detected …

Recent Insights Into The Pathogenesis And Therapeutic Targets Of Chronic Liver Diseases, Yankai Wen, Lichun Ma, Cynthia Ju

Faculty, Staff and Student Publications

Viral hepatitis, alcohol-associated liver disease (ALD) and non-alcoholic fatty liver disease (NAFLD) are the three major causes of chronic liver diseases, which account for approximately 2 million deaths per year worldwide. The current direct-acting antiviral drugs and vaccinations have effectively reduced and ameliorated viral hepatitis infection, but there are still no effective drug treatments for ALD, NAFLD and liver cancer due to the poor understanding of their pathogenesis. To better understand the pathogenesis, the fifth Chinese American Liver Society/Society of Chinese Bioscientists in America Hepatology Division Annual Symposium, which was held virtually on 21-22 October 2022, focused on the topics …

A Ck2 And Sumo-Dependent, Pml Nb-Involved Regulatory Mechanism Controlling Blm Ubiquitination And G-Quadruplex Resolution, Shichang Liu, Erin Atkinson, Adriana Paulucci-Holthauzen, Bin Wang

Faculty, Staff and Student Publications

The Boom syndrome helicase (BLM) unwinds a variety of DNA structures such as Guanine (G)-quadruplex. Here we reveal a role of RNF111/Arkadia and its paralog ARKL1, as well as Promyelocytic Leukemia Nuclear Bodies (PML NBs), in the regulation of ubiquitination and control of BLM protein levels. RNF111 exhibits a non-canonical SUMO targeted E3 ligase (STUBL) activity targeting BLM ubiquitination in PML NBs. ARKL1 promotes RNF111 localization to PML NBs through SUMO-interacting motif (SIM) interaction with SUMOylated RNF111, which is regulated by casein kinase 2 (CK2) phosphorylation of ARKL1 at a serine residue near the ARKL1 SIM domain. Upregulated BLM in …

Severe Covid-19 Outcomes And Hematological Cancers: The Clot Thickens-Are Platelets The Culprit?, Lenard M Lichtenberger, K Vinod Vijayan

Faculty, Staff and Student Publications

No abstract provided.

Elastic Stable Intramedullary Nail Fixation Versus Submuscular Plate Fixation Of Pediatric Femur Shaft Fractures In School Age Patients: A Prisma-Compliant Systematic Review And Meta-Analysis, Donglai Hu, Zihang Xu, Tao Shi, Hui Zhong, Yuting Xie, Junjie Chen

Faculty, Staff and Student Publications

BACKGROUND: Studies of clinical outcomes that compare the elastic stable intramedullary nail (ESIN) with the submuscular plate (SMP) were controversial. The meta-analysis was performed to summarize existing evidence, aiming to determine whether ESIN was superior to SMP in pediatric femur shaft fractures.

METHODS: Search strategies followed the recommendations of the Cochrane collaboration. Electronic searches such as PubMed, Embase, Web of Science, Cochrane were systematically searched for publications concerning ESIN and SMP from the inception date to March 2023. Two investigators independently searched, screened, and reviewed the full text of the article. Disagreements generated throughout the process were resolved by consensus, …

A Case Report: A Patient Rescued By Va-Ecmo After Cardiac Arrest Triggered By Trigeminocardiac Reflex After Nasal Surgery, Xu Zhang, Bin Sun, Chen Pac-Soo, Daqing Ma, Liwei Wang

Faculty, Staff and Student Publications

Rationale:

Cardiac arrest (CA) caused by trigeminocardiac reflex (TCR) after endoscopic nasal surgery is rare. Hence, when a patient suffers from TCR induced CA in the recovery room, most doctors may not be able to find the cause in a short time, and standard cardiopulmonary resuscitation and resuscitation measures may not be effective. Providing circulatory assistance through venous-arterial extracorporeal membrane oxygenation (VA-ECMO) can help healthcare providers gain time to identify the etiology and initiate symptom-specific treatment.

Patient concerns:

We report a rare case of CA after endoscopic nasal surgery treated with VA-ECMO.

Diagnoses:

We excluded myocardial infarction, pulmonary embolism, allergies, …

Heterogenous Lung Inflammation Ct Patterns Distinguish Pneumonia And Immune Checkpoint Inhibitor Pneumonitis And Complement Blood Biomarkers In Acute Myeloid Leukemia: Proof Of Concept, Muhammad Aminu, Naval Daver, Myrna C B Godoy, Girish Shroff, Carol Wu, Luis F Torre-Sada, Alberto Goizueta, Vickie R Shannon, Saadia A Faiz, Mehmet Altan, Guillermo Garcia-Manero, Hagop Kantarjian, Farhad Ravandi-Kashani, Tapan Kadia, Marina Konopleva, Courtney Dinardo, Sherry Pierce, Aung Naing, Sang T Kim, Dimitrios P Kontoyiannis, Fareed Khawaja, Caroline Chung, Jia Wu, Ajay Sheshadri

Faculty, Staff and Student Publications

BACKGROUND: Immune checkpoint inhibitors (ICI) may cause pneumonitis, resulting in potentially fatal lung inflammation. However, distinguishing pneumonitis from pneumonia is time-consuming and challenging. To fill this gap, we build an image-based tool, and further evaluate it clinically alongside relevant blood biomarkers.

MATERIALS AND METHODS: We studied CT images from 97 patients with pneumonia and 29 patients with pneumonitis from acute myeloid leukemia treated with ICIs. We developed a CT-derived signature using a habitat imaging algorithm, whereby infected lungs are segregated into clusters ("habitats"). We validated the model and compared it with a clinical-blood model to determine whether imaging can add …

New Jak3-Insl3 Fusion Transcript-An Oncogenic Event In Cutaneous T-Cell Lymphoma, Loka Reddy Velatooru, Cheng Hui Hu, Pedram Bijani, Xiaohong Wang, Pierr Bojaxhi, Hao Chen, Madeleine Duvic, Xiao Ni

Faculty, Staff and Student Publications

Constitutively activated tyrosine kinase JAK3 is implicated in the pathogenesis of cutaneous T-cell lymphomas (CTCL). The mechanisms of constitutive JAK3 activation are unknown although a JAK3 mutation was reported in a small portion of CTCL patients. In this study, we assessed the oncogenic roles of a newly identified JAK3-INSL3 fusion transcript in CTCL. Total RNA from malignant T-cells in 33 patients with Sézary syndrome (SS), a leukemic form of CTCL, was examined for the new JAK3-INSL3 fusion transcript by RT-PCR followed by Sanger sequencing. The expression levels were assessed by qPCR and correlated with patient survivals. Knockdown and/or knockout assays …

Development Of A Xylose-Inducible Promoter And Riboswitch Combination System For Manipulating Gene Expression In Fusobacterium Nucleatum, Bibek G C, Peng Zhou, Arindam Naha, Jianhua Gu, Chenggang Wu

Faculty, Staff and Student Publications

Inducible gene expression systems are important for studying bacterial gene function, yet most exhibit leakage. In this study, we engineered a leakage-free hybrid system for precise gene expression controls in Fusobacterium nucleatum by integrating the xylose-inducible expression system with the theophylline-responsive riboswitch. This innovative method enables concurrent control of target gene expression at both transcription and translation initiation levels. Using luciferase and the indole-producing enzyme tryptophanase (TnaA) as reporters, we demonstrated that the hybrid system displays virtually no observable signal in the absence of inducers. We employed this system to express FtsX, a protein related to fusobacterial cytokinesis, in an …

Comparative Study Of Guanidine-, Acetamidine- And Urea-Based Chloroaluminate Electrolytes For An Aluminum Battery, Iwan Sumarlan, Anand Kunverji, Anthony J Lucio, A Robert Hillman, Karl S Ryder

Faculty, Staff and Student Publications

Aluminum-based batteries are a promising alternative to lithium-ion as they are considered to be low-cost and more friendly to the environment. In addition, aluminum is abundant and evenly distributed across the globe. Many studies and Al battery prototypes use imidazolium chloroaluminate electrolytes because of their good rheological and electrochemical performance. However, these electrolytes are very expensive, and so cost is a barrier to industrial scale-up. A urea-based electrolyte, AlCl3:Urea, has been proposed as an alternative, but its performance is relatively poor because of its high viscosity and low conductivity. This type of electrolyte has become known as an ionic liquid …

Integrated Molecular And Multiparametric Mri Mapping Of High-Grade Glioma Identifies Regional Biologic Signatures, Leland S Hu, Fulvio D'Angelo, Taylor M Weiskittel, Francesca P Caruso, Shannon P Fortin Ensign, Mylan R Blomquist, Matthew J Flick, Lujia Wang, Christopher P Sereduk, Kevin Meng-Lin, Gustavo De Leon, Ashley Nespodzany, Javier C Urcuyo, Ashlyn C Gonzales, Lee Curtin, Erika M Lewis, Kyle W Singleton, Timothy Dondlinger, Aliya Anil, Natenael B Semmineh, Teresa Noviello, Reyna A Patel, Panwen Wang, Junwen Wang, Jennifer M Eschbacher, Andrea Hawkins-Daarud, Pamela R Jackson, Itamar S Grunfeld, Christian Elrod, Gina L Mazza, Sam C Mcgee, Lisa Paulson, Kamala Clark-Swanson, Yvette Lassiter-Morris, Kris A Smith, Peter Nakaji, Bernard R Bendok, Richard S Zimmerman, Chandan Krishna, Devi P Patra, Naresh P Patel, Mark Lyons, Matthew Neal, Kliment Donev, Maciej M Mrugala, Alyx B Porter, Scott C Beeman, Todd R Jensen, Kathleen M Schmainda, Yuxiang Zhou, Leslie C Baxter, Christopher L Plaisier, Jing Li, Hu Li, Anna Lasorella, C Chad Quarles, Kristin R Swanson, Michele Ceccarelli, Antonio Iavarone, Nhan L Tran

Faculty, Staff and Student Publications

Sampling restrictions have hindered the comprehensive study of invasive non-enhancing (NE) high-grade glioma (HGG) cell populations driving tumor progression. Here, we present an integrated multi-omic analysis of spatially matched molecular and multi-parametric magnetic resonance imaging (MRI) profiling across 313 multi-regional tumor biopsies, including 111 from the NE, across 68 HGG patients. Whole exome and RNA sequencing uncover unique genomic alterations to unresectable invasive NE tumor, including subclonal events, which inform genomic models predictive of geographic evolution. Infiltrative NE tumor is alternatively enriched with tumor cells exhibiting neuronal or glycolytic/plurimetabolic cellular states, two principal transcriptomic pathway-based glioma subtypes, which respectively demonstrate …

National Survey On The Availability Of Oncology Palliative Care Services At Tertiary General And Cancer Hospitals In China, Xiaomei Li, Xin Shelley Wang, Haili Huang, Miao Liu, Yinan Wu, Jiaojiao Qiu, Boran Zhang, Linhong Cui, David Hui

Faculty, Staff and Student Publications

Background: This nationwide survey studied the level of palliative care (PC) access for Chinese patients with cancer among cancer care providers either in tertiary general hospitals or cancer hospitals in China.

Methods: Using a probability-proportionate-to-size method, we identified local tertiary general hospitals with oncology departments to match cancer hospitals at the same geographic area. A PC program leader or a designee at each hospital reported available PC services, including staffing, inpatient and outpatient services, education, and research, with most questions adapted from a previous national survey on PC. The primary outcome was availability of a PC service.

Results: Most responders …

Antibodies To Coagulase Of Staphylococcus Aureus Crossreact To Efb And Reveal Different Binding Of Shared Fibrinogen Binding Repeats, Federico Bertoglio, Ya-Ping Ko, Sheila Thomas, Liliana Giordano, Francesca Romana Scommegna, Doris Meier, Saskia Polten, Marlies Becker, Srishtee Arora, Michael Hust, Magnus Höök, Livia Visai

Faculty, Staff and Student Publications

Staphylococcus aureus pathology is caused by a plethora of virulence factors able to combat multiple host defence mechanisms. Fibrinogen (Fg), a critical component in the host coagulation cascade, plays an important role in the pathogenesis of this bacterium, as it is the target of numerous staphylococcal virulence proteins. Amongst its secreted virulence factors, coagulase (Coa) and Extracellular fibrinogen-binding protein (Efb) share common Fg binding motives and have been described to form a Fg shield around staphylococcal cells, thereby allowing efficient bacterial spreading, phagocytosis escape and evasion of host immune system responses. Targeting these proteins with monoclonal antibodies thus represents a …

Author Correction: Synthetic Oct-A Blood Vessel Maps Using Fundus Images And Generative Adversarial Networks, Ivan Coronado, Samiksha Pachade, Emanuele Trucco, Rania Abdelkhaleq, Juntao Yan, Sergio Salazar-Marioni, Amanda Jagolino-Cole, Mozhdeh Bahrainian, Roomasa Channa, Sunil A Sheth, Luca Giancardo

Faculty, Staff and Student Publications

No abstract provided.

Differential Effects Of Pancreatic Cancer-Derived Extracellular Vesicles Driving A Suppressive Environment, Anurag Purushothaman, Jacqueline Oliva-Ramírez, Warapen Treekitkarnmongkol, Deivendran Sankaran, Mark W Hurd, Nagireddy Putluri, Anirban Maitra, Cara Haymaker, Subrata Sen

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) cells display extensive crosstalk with their surrounding environment to regulate tumor growth, immune evasion, and metastasis. Recent advances have attributed many of these interactions to intercellular communication mediated by small extracellular vesicles (sEVs), involving cancer-associated fibroblasts (CAF). To explore the impact of sEVs on monocyte lineage transition as well as the expression of checkpoint receptors and activation markers, peripheral blood monocytes from healthy subjects were exposed to PDAC-derived sEVs. Additionally, to analyze the role of sEV-associated HA in immune regulation and tissue-resident fibroblasts, monocytes and pancreatic stellate cells were cultured in the presence of PDAC sEVs …

Axl-Initiated Paracrine Activation Of Pstat3 Enhances Mesenchymal And Vasculogenic Supportive Features Of Tumor-Associated Macrophages, Chia-Nung Hung, Meizhen Chen, Daniel T Dearmond, Cheryl H-L Chiu, Catherine A Limboy, Xi Tan, Meena Kusi, Chih-Wei Chou, Li-Ling Lin, Zhao Zhang, Chiou-Miin Wang, Chun-Liang Chen, Kohzoh Mitsuya, Pawel A Osmulski, Maria E Gaczynska, Nameer B Kirma, Ratna K Vadlamudi, Don L Gibbons, Steve Warner, Andrew J Brenner, Daruka Mahadevan, Joel E Michalek, Tim H-M Huang, Josephine A Taverna

Faculty, Staff and Student Publications

Tumor-associated macrophages (TAMs) are integral to the development of complex tumor microenvironments (TMEs) and can execute disparate cellular programs in response to extracellular cues. However, upstream signaling processes underpinning this phenotypic plasticity remain to be elucidated. Here, we report that concordant AXL-STAT3 signaling in TAMs is triggered by lung cancer cells or cancer-associated fibroblasts in the cytokine milieu. This paracrine action drives TAM differentiation toward a tumor-promoting "M2-like" phenotype with upregulation of CD163 and putative mesenchymal markers, contributing to TAM heterogeneity and diverse cellular functions. One of the upregulated markers, CD44, mediated by AXL-IL-11-pSTAT3 signaling cascade, enhances macrophage ability to …

A Peptide-Binding Domain Shared With An Antarctic Bacterium Facilitates, Cameron J Lloyd, Shuaiqi Guo, Brett Kinrade, Hossein Zahiri, Robert Eves, Syed Khalid Ali, Fitnat Yildiz, Ilja K Voets, Peter L Davies, Karl E Klose

Faculty, Staff and Student Publications

No abstract provided.

Using Artificial Intelligence To Learn Optimal Regimen Plan For Alzheimer’S Disease, Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Alzheimer’S Disease Neuroimaging Initiative, Australian Imaging Biomarkers And Lifestyle Flagship Study Of Ageing, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong

Faculty, Staff and Student Publications

BACKGROUND: Alzheimer's disease (AD) is a progressive neurological disorder with no specific curative medications. Sophisticated clinical skills are crucial to optimize treatment regimens given the multiple coexisting comorbidities in the patient population.

OBJECTIVE: Here, we propose a study to leverage reinforcement learning (RL) to learn the clinicians' decisions for AD patients based on the longitude data from electronic health records.

METHODS: In this study, we selected 1736 patients from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database. We focused on the two most frequent concomitant diseases-depression, and hypertension, thus creating 5 data cohorts (ie, Whole Data, AD, AD-Hypertension, AD-Depression, and AD-Depression-Hypertension). …

Mapping The Delineation Of Practice To The Amia Foundational Domains For Applied Health Informatics, Todd R Johnson, Eta S Berner, Sue S Feldman, Josette Jones, Annette L Valenta, Damian Borbolla, Gloria Deckard, Laverne Manos

Faculty, Staff and Student Publications

OBJECTIVE: This article reports on the alignment between the foundational domains and the delineation of practice (DoP) for health informatics, both developed by the American Medical Informatics Association (AMIA). Whereas the foundational domains guide graduate-level curriculum development and accreditation assessment, providing an educational pathway to the minimum competencies needed as a health informatician, the DoP defines the domains, tasks, knowledge, and skills that a professional needs to competently perform in the discipline of health informatics. The purpose of this article is to determine whether the foundational domains need modification to better reflect applied practice.

MATERIALS AND METHODS: Using an iterative …

Interpreting Randomized Controlled Trials, Pavlos Msaouel, Juhee Lee, Peter F Thall

Faculty, Staff and Student Publications

This article describes rationales and limitations for making inferences based on data from randomized controlled trials (RCTs). We argue that obtaining a representative random sample from a patient population is impossible for a clinical trial because patients are accrued sequentially over time and thus comprise a convenience sample, subject only to protocol entry criteria. Consequently, the trial's sample is unlikely to represent a definable patient population. We use causal diagrams to illustrate the difference between random allocation of interventions within a clinical trial sample and true simple or stratified random sampling, as executed in surveys. We argue that group-specific statistics, …