Biomedical Informatics Commons^™

Opioid-Free Discharge After Pancreatic Resection Through A Learning Health System Paradigm, Artem Boyev, Anish J Jain, Timothy E Newhook, Laura R Prakash, Yi-Ju Chiang, Morgan L Bruno, Elsa M Arvide, Whitney L Dewhurst, Michael P Kim, Jessica E Maxwell, Naruhiko Ikoma, Rebecca A Snyder, Jeffrey E Lee, Matthew H G Katz, Ching-Wei D Tzeng

Faculty, Staff and Student Publications

Importance: Postoperative opioid overprescribing leads to persistent opioid use and excess pills at risk for misuse and diversion. A learning health system paradigm using risk-stratified pancreatectomy clinical pathways (RSPCPs) may lead to reduction in inpatient and discharge opioid volume.

Objective: To analyze the outcomes of 2 iterative RSPCP updates on inpatient and discharge opioid volumes.

Design, setting, and participants: This cohort study included 832 consecutive adult patients at an urban comprehensive cancer center who underwent pancreatic resection between October 2016 and April 2022, comprising 3 sequential pathway cohorts (version [V] 1, October 1, 2016, to January 31, 2019 [n = …

Valosin-Containing Protein (Vcp/P97) Is Prognostically Unfavorable In Pediatric Aml, And Negatively Correlates With Unfolded Protein Response Proteins Ire1 And Grp78: A Report From The Children’S Oncology Group, Fieke W Hoff, Yihua Qiu, Brandon D Brown, Robert B Gerbing, Amanda R Leonti, Rhonda E Ries, Alan S Gamis, Richard Aplenc, Edward Anders Kolb, Todd A Alonzo, Soheil Meshinchi, Gaye N Jenkins, Terzah M Horton, Steven M Kornblau

Faculty, Staff and Student Publications

Purpose: The endoplasmic reticulum (ER) is the major site of protein synthesis and folding in the cell. ER-associated degradation (ERAD) and unfolded protein response (UPR) are the main mechanisms of ER-mediated cell stress adaptation. Targeting the cell stress response is a promising therapeutic approach in acute myeloid leukemia (AML).

Experimental design: Protein expression levels of valosin-containing protein (VCP), a chief element of ERAD, were measured in peripheral blood samples from in 483 pediatric AML patients using reverse phase protein array methodology. Patients participated in the Children's Oncology Group AAML1031 phase 3 clinical trial that randomized patients to standard chemotherapy (cytarabine …

Methods For Objective Assessment Of Skin Involvement In Systemic Sclerosis, Ruhani Desai, Harshdeep Chawla, Kirill Larin, Shervin Assassi

Faculty, Staff and Student Publications

Purpose of review: Skin fibrosis is the most prominent disease manifestation of systemic sclerosis (SSc). Although the treatment for other SSc manifestations has expanded over the years, there is limited progress in identifying effective treatment options for SSc skin involvement. This is in part due to limitations in the utilized outcome measures for assessment of skin fibrosis. This review focuses on different emerging assessment tools for SSc skin involvement and their potential use for clinical care and multicenter trials.

Recent findings: Durometer and other device-based methodologies requiring application of direct pressure to the affected skin have been studied in SSc. …

Interobserver Variability And Challenges In Intraoperative Frozen Section Evaluation Of Pancreatic Margins In Pancreatectomy Specimens, Sadhna Dhingra, Melissa W Taggart, Wai Chin Foo, Asif Rashid, Maria Luisa Machado Heredia, Sarah B May, George Van Buren, William E Fisher, Huamin Wang

Faculty, Staff and Student Publications

Objective: Frozen-section evaluation of the pancreatic margin is challenging. We aimed to determine interobserver variability among gastrointestinal pathologists for the assessment of frozen sections of pancreatic margins with marked chronic pancreatitis and to determine the challenging histological features in discrepant cases.

Methods: We identified 45 patients who underwent pancreas resection for pancreatic ductal adenocarcinoma and showed marked chronic pancreatitis at pancreatic margin. Deidentified first levels of frozen-sections of the pancreatic margins from all cases were independently reviewed by 5 experienced gastrointestinal pathologists for the presence of carcinoma and/or high-grade dysplasia.

Results: Interobserver agreement among pathologists was calculated as kappa coefficients …

Blood-Based Migration Signature Biomarker Panel Discriminates Early Stage New Onset Diabetes Related Pancreatic Ductal Adenocarcinoma From Type 2 Diabetes, Seetharaman Balasenthil, Suyu Liu, Jianliang Dai, William R Bamlet, Gloria Petersen, Suresh T Chari, Anirban Maitra, Nanyue Chen, Subrata Sen, Ann Mcneill Killary

Faculty, Staff and Student Publications

Background and aims: While type 2 diabetes is a well-known risk factor for pancreatic ductal adenocarcinoma (PDAC), PDAC-induced new-onset diabetes (PDAC-NOD) is a manifestation of underlying PDAC. In this study, we sought to identify potential blood-based biomarkers for distinguishing PDAC-NOD from type 2 diabetes (T2DM) without PDAC.

Materials and methods: By ELISA analysis, a migration signature biomarker panel comprising tissue factor pathway inhibitor (TFPI), tenascin C (TNC-FNIII-C) and CA 19-9 was analyzed in plasma samples from 50 PDAC-NOD and 50 T2DM controls.

Results: Both TFPI (area under the curve (AUC) 0.71) and TNC-FNIII-C (AUC 0.69) outperformed CA 19-9 (AUC 0.60) …

Texas Youth Depression And Suicide Research Network (Tx-Ydsrn) Research Registry And Learning Healthcare Network: Rationale, Design, And Baseline Characteristics, Madhukar H Trivedi, Abu Minhajuddin, Holli Slater, Regina Baronia, Joseph C Blader, Jamon Blood, Ryan Brown, Cynthia Claassen, Melissa Defilippis, David Farmer, Cynthia Garza, Jennifer L Hughes, Beth D Kennard, Israel Liberzon, Sarah Martin, Taryn L Mayes, Jair C Soares, Cesar A Soutullo, Eric A Storch, Sarah M Wakefield

Faculty, Staff and Student Publications

Background: American youth are seriously impacted by depression and suicide. The Texas Youth Depression and Suicide Research Network (TX-YDSRN) Participant Registry Study was initiated in 2020 to develop predictive models for treatment outcomes in youth with depression and/or suicidality. This report presents the study rationale, design and baseline characteristics of the first 1000 participants.

Methods: TX-YDSRN consists of the Network Hub (coordinating center), 12 medical school "Nodes" (manage/implement study), each with 1-5 primary care, inpatient, and/or outpatient Sub-Sites (recruitment, data collection). Participants are 8-20-year-olds who receive treatment or screen positive for depression and/or suicidality. Baseline data include mood and suicidality …

Immune Cell Identity Behind The Ktrans Mapping Of Mouse Glioblastoma, Yanrong Zhang, Olivier Keunen, Anna Golebiewska, Marco Gerosa, Jing Wang, Sara Natasha Ghobadi, Ai Huang, Qingyi Hou, Frezghi G Habte, Ningrui Li, Gerry Grant, Ramasamy Paulmurugan, Kevin S Lee, Max Wintermark

Faculty, Staff and Student Publications

Dynamic contrast-enhanced MR imaging (DCE-MRI) can assess the integrity of the blood brain barrier (BBB) and has been used in GBM patients to determine glioma grade, predict prognosis, evaluate treatment response, and differentiate treatment-induced effect from recurrence. The volume transfer constant Ktrans is the most frequently used metric in tumor assessment. Based on previous studies that a higher WHO grade of brain tumor was associated with greater impairments of immunity and and that Ktrans value was associated with the pathological grading, the relationship between differential composition of immune cells in GBM tissue and dynamic changes in Ktrans mapping was anticipated …

Real-Time Liver Motion Estimation Via Deep Learning-Based Angle-Agnostic X-Ray Imaging, Hua-Chieh Shao, Yunxiang Li, Jing Wang, Steve Jiang, You Zhang

Faculty, Staff and Student Publications

Background: Real-time liver imaging is challenged by the short imaging time (within hundreds of milliseconds) to meet the temporal constraint posted by rapid patient breathing, resulting in extreme under-sampling for desired 3D imaging. Deep learning (DL)-based real-time imaging/motion estimation techniques are emerging as promising solutions, which can use a single X-ray projection to estimate 3D moving liver volumes by solved deformable motion. However, such techniques were mostly developed for a specific, fixed X-ray projection angle, thereby impractical to verify and guide arc-based radiotherapy with continuous gantry rotation.

Purpose: To enable deformable motion estimation and 3D liver imaging from individual X-ray …

Clinical And Molecular Features Of Long-Term Response To Immune Checkpoint Inhibitors In Patients With Advanced Non-Small Cell Lung Cancer, Rohit Thummalapalli, Biagio Ricciuti, Chaitanya Bandlamudi, Daniel Muldoon, Hira Rizvi, Arielle Elkrief, Jia Luo, Joao V Alessi, Federica Pecci, Giuseppe Lamberti, Alessandro Di Federico, Lingzhi Hong, Jianjun Zhang, John V Heymach, Don L Gibbons, Andrew J Plodkowski, Vignesh Ravichandran, Mark T A Donoghue, Chad Vanderbilt, Marc Ladanyi, Charles M Rudin, Mark G Kris, Gregory J Riely, Jamie E Chaft, Matthew D Hellmann, Natalie I Vokes, Mark M Awad, Adam J Schoenfeld

Faculty, Staff and Student Publications

PURPOSE: We sought to identify features of patients with advanced non-small cell lung cancer (NSCLC) who achieve long-term response (LTR) to immune checkpoint inhibitors (ICI), and how these might differ from features predictive of short-term response (STR).

EXPERIMENTAL DESIGN: We performed a multicenter retrospective analysis of patients with advanced NSCLC treated with ICIs between 2011 and 2022. LTR and STR were defined as response ≥ 24 months and response < 12 months, respectively. Tumor programmed death ligand 1 (PD-L1) expression, tumor mutational burden (TMB), next-generation sequencing (NGS), and whole-exome sequencing (WES) data were analyzed to identify characteristics enriched in patients achieving LTR compared with STR and non-LTR.

RESULTS: Among 3,118 patients, 8% achieved LTR and 7% achieved STR, with 5-year overall survival (OS) of 81% and 18% among LTR and STR patients, respectively. High TMB (≥50th percentile) enriched …

Disparities In Screening Mammography Utilization Among Hispanic Women In Rural Texas From 2002 To 2018, Zhaoli Liu, Yong-Fang Kuo, Sharon H Giordano

Faculty, Staff and Student Publications

PURPOSE: To examine the trends of racial/ethnic and urban-rural disparities in screening mammography use with a focus on Hispanic women in rural Texas, as well as to further investigate barriers to mammography screening practices.

METHODS: A serial cross-sectional study was conducted on screening mammography including eligible female respondents (≥ 40 years) from the Texas Behavioral Risk Factor Surveillance System survey from 2002 to 2018.

FINDINGS: Weighted descriptive analyses showed persistent racial/ethnic and urban-rural disparities in mammography screening rates among eligible women (≥ 40 years) in Texas. Overall, the mammography screening rates for women in rural areas were significantly lower than …

Oritavancin Vs Standard Of Care For Treatment Of Nonendovascular Gram-Positive Bloodstream Infections, Ryan P Moenster, Ashleigh Wallace-Lacey, Hannah Western, Seth Tiefenaur, Anosha Abdulbasir, Justin Alberts, Jonathan Doty, Hartley Abner, Danielle Skouby, Michael Lorenz, Rebecca Fong, Jyoti Arora, Travis W Linneman

Faculty, Staff and Student Publications

BACKGROUND: Data is limited comparing oritavancin (ORT) to the standard-of-care (SOC) for the treatment gram-positive blood stream infections (BSI).

METHODS: This was a retrospective study of all patients in the Veteran's Affairs Health Care System treated with at least 1 dose of oritavancin or at least 5 days of vancomycin, daptomycin, ceftaroline, ampicillin, ampicillin-sulbactam, nafcillin, oxacillin, or cefazolin for a documented gram-positive BSI from 1 January 2015 to 30 June 2021. Patients with polymicrobial blood cultures or positive cultures from other sites were included if the organisms were sensitive to the incident antimicrobial; no concomitant antimicrobials could be used once …

Engineering Cannabidiol Synergistic Carbon Monoxide Nanocomplexes To Enhance Cancer Therapy Via Excessive Autophagy, Chang Xiao, Yue Sun, Jialong Fan, William Nguyen, Simin Chen, Ying Long, Wei Chen, Aiguo Zhu, Bin Liu

Faculty, Staff and Student Publications

Although carbon monoxide (CO)-based treatments have demonstrated the high cancer efficacy by promoting mitochondrial damage and core-region penetrating ability, the efficiency was often compromised by protective autophagy (mitophagy). Herein, cannabidiol (CBD) is integrated into biomimetic carbon monoxide nanocomplexes (HMPOC@M) to address this issue by inducing excessive autophagy. The biomimetic membrane not only prevents premature drugs leakage, but also prolongs blood circulation for tumor enrichment. After entering the acidic tumor microenvironment, carbon monoxide (CO) donors are stimulated by hydrogen oxide (H2O2) to disintegrate into CO and Mn2+. The comprehensive effect of CO/Mn2+ and CBD can induce ROS-mediated cell apoptosis. In addition, …

Newer Insights Into Mmtv Replication: The Human Retroviral Proteins Hiv-1 Tat And Htlv-1 Tax Can Transactivate The Mmtv Novel 5’ Element, Thanumol Abdul Khader

Dissertations

The mouse mammary tumor virus (MMTV) is a prototypic betaretrovirus that causes breast cancer in mice. MMTV regulates its gene expression both at the transcriptional and post transcriptional levels. It has hormonally-regulated promoters controlled by negative regulatory factors in a tissue-specific manner. Recently, we identified a novel 24-nucleotide region at the 5' end of the MMTV genome crucial for MMTV gene expression. Its deletion resulted in disruption of MMTV transcript elongation and stability, leading to a complete loss of Gag gene expression. This conserved element is present within the bifurcated stem loop 4, responsible for gRNA dimerization and encapsidation, into …

Anthocyanins: Molecular Aspects On Their Neuroprotective Activity, César A Zaa, Álvaro J Marcelo, Zhiqiang An, José L Medina-Franco, Marco A Velasco-Velázquez

Faculty, Staff and Student Publications

Anthocyanins are a type of flavonoids that give plants and fruits their vibrant colors. They are known for their potent antioxidant properties and have been linked to various health benefits. Upon consumption, anthocyanins are quickly absorbed and can penetrate the blood-brain barrier (BBB). Research based on population studies suggests that including anthocyanin-rich sources in the diet lower the risk of neurodegenerative diseases. Anthocyanins exhibit neuroprotective effects that could potentially alleviate symptoms associated with such diseases. In this review, we compiled and discussed a large body of evidence supporting the neuroprotective role of anthocyanins. Our examination encompasses human studies, animal models, …

Surface Premelting Of Ice Far Below The Triple Point, Yulin Lin, Tao Zhou, Nathan D Rosenmann, Lei Yu, Thomas E Gage, Suvo Banik, Arnab Neogi, Henry Chan, Aiwen Lei, Xiao-Min Lin, Martin Holt, Ilke Arslan, Jianguo Wen

Faculty, Staff and Student Publications

Premelting of ice, a quasi-liquid layer (QLL) at the surface below the melting temperature, was first postulated by Michael Faraday 160 y ago. Since then, it has been extensively studied theoretically and experimentally through many techniques. Existing work has been performed predominantly on hexagonal ice, at conditions close to the triple point. Whether the same phenomenon can persist at much lower pressure and temperature, where stacking disordered ice sublimates directly into water vapor, remains unclear. Herein, we report direct observations of surface premelting on ice nanocrystals below the sublimation temperature using transmission electron microscopy (TEM). Similar to what has been …

Correction: Microrna 603 Acts As A Tumor Suppressor And Inhibits Triple-Negative Breast Cancer Tumorigenesis By Targeting Elongation Factor 2 Kinase, Recep Bayraktar, Martin Pichler, Pinar Kanlikilicer, Cristina Ivan, Emine Bayraktar, Nermin Kahraman, Burcu Aslan, Serpil Oguztuzun, Mustafa Ulasli, Ahmet Arslan, George Calin, Gabriel Lopez-Berestein, Bulent Ozpolat

Faculty, Staff and Student Publications

No abstract provided.

The Influence Of Obesity On Outcomes With Immune Checkpoint Blockade: Clinical Evidence And Potential Biological Mechanisms, Andrew W Hahn, Neha Venkatesh, Pavlos Msaouel, Jennifer L Mcquade

Faculty, Staff and Student Publications

Immune checkpoint blockade (ICB) is a mainstay of treatment for advanced cancer, yet tumor response and host toxicity are heterogenous in those patients who receive ICB. There is growing interest in understanding how host factors interact with tumor intrinsic properties and the tumor microenvironment to influence the therapeutic index with ICB. Obesity, defined by body mass index, is a host factor associated with improved outcomes in select cancers when treated with ICB. While the biological mechanism for this obesity paradox is not fully understood, pre-clinical and translational studies suggest obesity may potentially impact tumor metabolism, inflammation, and angiogenesis. Herein, we …

Daily Fosfomycin Versus Levofloxacin For Complicated Urinary Tract Infections, Nadine Rouphael, Patricia Winokur, Michael C Keefer, Jessica Traenkner, Ana Drobeniuc, Yohei Doi, Sonal Munsiff, Vance G Fowler, Scott Evans, Randolph E Oler, Bonifride Tuyishimire, Marina Lee, Varduhi Ghazaryan, Henry F Chambers

Faculty, Staff and Student Publications

Concerns over resistance and safety have been identified in the current treatment regimen for complicated urinary tract infections. Fosfomycin is a drug that is routinely used for the treatment of uncomplicated cystitis. This study shows that fosfomycin could be an oral alternative as step-down therapy for the treatment of complicated urinary tract infections, with a clinical cure rate comparable to levofloxacin but a lower microbiological success rate 3 weeks from start of antibiotics.

The Uncharted Role Of Her2 Mutant Alleles In Breast Cancer, Rashi Kalra, Bora Lim, Matthew J Ellis, Shyam M Kavuri

Faculty, Staff and Student Publications

Somatic HER2 mutations are a novel class of therapeutic targets across different cancer types. Treatment with the tyrosine kinase inhibitor (TKI) neratinib as a single agent continues to be evaluated in HER2-mutant metastatic disease. However, responses are heterogeneous, with frequent early progression. Herein, we discuss the under-explored effects of individual HER2 mutant alleles on therapeutic response, a role for HER2 mutation in metastatic propensity, and differences in patient outcomes in ER+ invasive lobular carcinoma (ILC) versus invasive ductal carcinoma (IDC). The preclinical efficacy of additional agents is also discussed, particularly the pan-HER inhibitor poziotinib.

Sdc1 And Itga2 As Novel Prognostic Biomarkers For Pdac Related To Ipmn, Chuan-Long Zhang, Qian Shen, Fu-Dong Liu, Fan Yang, Meng-Qi Gao, Xiao-Chen Jiang, Yi Li, Xi-Yuan Zhang, Ge-Er En, Xue Pan, Bo Pang

Faculty, Staff and Student Publications

The existing biomarkers are insufficient for predicting the prognosis of pancreatic ductal adenocarcinoma (PDAC). Intraductal papillary mucinous neoplasm (IPMN) is a precursor to PDAC; therefore, identifying biomarkers from differentially expressed genes (DEGs) of PDAC and IPMN is a new and reliable strategy for predicting the prognosis of PDAC. In this study, four datasets were downloaded from the Gene Expression Omnibus database and standardized using the R package 'limma.' A total of 51 IPMN and 81 PDAC samples were analyzed, and 341 DEGs in PDAC and IPMN were identified; DEGs were involved in the extracellular matrix and tumor microenvironment. An acceptable …

Recent Advances In The Synthesis And Antioxidant Activity Of Low Molecular Mass Organoselenium Molecules, João M Anghinoni, Paloma T Birmann, Marcia J Da Rocha, Caroline S Gomes, Michael J Davies, César A Brüning, Lucielli Savegnago, Eder J Lenardão

Faculty, Staff and Student Publications

Selenium is an essential trace element in living organisms, and is present in selenoenzymes with antioxidant activity, like glutathione peroxidase (GPx) and thioredoxin reductase (TrxR). The search for small selenium-containing molecules that mimic selenoenzymes is a strong field of research in organic and medicinal chemistry. In this review, we review the synthesis and bioassays of new and known organoselenium compounds with antioxidant activity, covering the last five years. A detailed description of the synthetic procedures and the performed in vitro and in vivo bioassays is presented, highlighting the most active compounds in each series.

Association Of Dcis Size And Margin Status With Risk Of Developing Breast Cancer Post-Treatment: Multinational, Pooled Cohort Study, Renée S J M Schmitz, Alexandra W Van Den Belt-Dusebout, Karen Clements, Yi Ren, Chiara Cresta, Jasmine Timbres, Yat-Hee Liu, Danalyn Byng, Thomas Lynch, Brian A Menegaz, Deborah Collyar, Terry Hyslop, Samantha Thomas, Jason K Love, Michael Schaapveld, Proteeti Bhattacharjee, Marc D Ryser, Elinor Sawyer, E Shelley Hwang, Alastair Thompson, Jelle Wesseling, Esther H Lips, Marjanka K Schmidt

Faculty, Staff and Student Publications

OBJECTIVE: To examine the association between size and margin status of ductal carcinoma in situ (DCIS) and risk of developing ipsilateral invasive breast cancer and ipsilateral DCIS after treatment, and stage and subtype of ipsilateral invasive breast cancer.

DESIGN: Multinational, pooled cohort study.

SETTING: Four large international cohorts.

PARTICIPANTS: Patient level data on 47 695 women with a diagnosis of pure, primary DCIS between 1999 and 2017 in the Netherlands, UK, and US who underwent surgery, either breast conserving or mastectomy, often followed by radiotherapy or endocrine treatment, or both.

MAIN OUTCOME MEASURES: The main outcomes were 10 year cumulative …

The Lin28b/Wnt5a Axis Drives Pancreas Cancer Through Crosstalk Between Cancer Associated Fibroblasts And Tumor Epithelium, Zhaoqi Shu, Minghe Fan, Bo Tu, Zhiheng Tang, Haojie Wang, Haimeng Li, Hengchao Li, Meng Yuan, Jingru Bai, Sihan Huo, Lina Wang, Wei-Guo Zhu, Wei Wang, Xiaoyun Liu, Shaokun Shu, Ying Zhao

Faculty, Staff and Student Publications

Bidirectional signal transduction between tumor epithelial cells and tumor microenvironment (TME) is important for tumor development. Here we show that Lin28b/let-7 pathway is indispensable for modulating the expression of Wnt5a in tumor epithelium, which could be secreted and then up-regulates Lin28b in cancer-associated fibroblasts (CAFs). Moreover, we demonstrate that Lin28b in CAFs promoted growth of PDAC by inducing cytokine PCSK9's production. Using an orthotopic mouse model of PDAC, we find that depletion of Lin28b in CAFs reduced tumor weight, highlighting the importance of Lin28b in PDAC stroma. Thus, our study shows that the Lin28b-Wnt5a axis plays a critical role in …

Enolase Inhibitors As Early Lead Therapeutics Against Trypanosoma Brucei, Colm P Roster, Danielle Lavigne, Jillian E Milanes, Emily Knight, Heidi D Anderson, Sabrina Pizarro, Elijah M Harding, Meredith T Morris, Victoria C Yan, Cong-Dat Pham, Florian Muller, Samuel Kwain, Kerrick C Rees, Brian Dominy, Daniel C Whitehead, Md Nasir Uddin, Steven W Millward, James C Morris

Faculty, Staff and Student Publications

Glucose metabolism is critical for the African trypanosome, Trypanosoma brucei, serving as the lone source of ATP production for the bloodstream form (BSF) parasite in the glucose-rich environment of the host blood. Recently, phosphonate inhibitors of human enolase (ENO), the enzyme responsible for the interconversion of 2-phosphoglycerate (2-PG) to phosphoenolpyruvate (PEP) in glycolysis or PEP to 2-PG in gluconeogenesis, have been developed for the treatment of glioblastoma multiforme (GBM). Here, we have tested these agents against T. brucei ENO (TbENO) and found the compounds to be potent enzyme inhibitors and trypanocides. For example, (1-hydroxy-2-oxopyrrolidin-3-yl) phosphonic acid (deoxy-SF2312) …

Neuroprotective Agents With Therapeutic Potential For Covid-19, César A Zaa, Clara Espitia, Karen L Reyes-Barrera, Zhiqiang An, Marco A Velasco-Velázquez

Faculty, Staff and Student Publications

COVID-19 patients can exhibit a wide range of clinical manifestations affecting various organs and systems. Neurological symptoms have been reported in COVID-19 patients, both during the acute phase of the illness and in cases of long-term COVID. Moderate symptoms include ageusia, anosmia, altered mental status, and cognitive impairment, and in more severe cases can manifest as ischemic cerebrovascular disease and encephalitis. In this narrative review, we delve into the reported neurological symptoms associated with COVID-19, as well as the underlying mechanisms contributing to them. These mechanisms include direct damage to neurons, inflammation, oxidative stress, and protein misfolding. We further investigate …

Irf1 Regulates Self-Renewal And Stress Responsiveness To Support Hematopoietic Stem Cell Maintenance, Alexandra J S Rundberg Nilsson, Hongxu Xian, Shabnam Shalapour, Jörg Cammenga, Michael Karin

Faculty, Staff and Student Publications

Hematopoietic stem cells (HSCs) are tightly controlled to maintain a balance between blood cell production and self-renewal. While inflammation-related signaling is a critical regulator of HSC activity, the underlying mechanisms and the precise functions of specific factors under steady-state and stress conditions remain incompletely understood. We investigated the role of interferon regulatory factor 1 (IRF1), a transcription factor that is affected by multiple inflammatory stimuli, in HSC regulation. Our findings demonstrate that the loss of IRF1 from mouse HSCs significantly impairs self-renewal, increases stress-induced proliferation, and confers resistance to apoptosis. In addition, given the frequent abnormal expression of IRF1 in …

Optimization Of Pore Characteristics Of Graphite-Based Anode For Li-Ion Batteries By Control Of The Particle Size Distribution, Yun-Jeong Choi, Young-Seak Lee, Ji-Hong Kim, Ji-Sun Im

Faculty, Staff and Student Publications

We investigate the reassembly techniques for utilizing fine graphite particles, smaller than 5 µm, as high-efficiency, high-rate anode materials for lithium-ion batteries. Fine graphite particles of two sizes (0.4-1.2 µm and 5 µm) are utilized, and the mixing ratio of the two particles is varied to control the porosity of the assembled graphite. The packing characteristics of the assembled graphite change based on the mixing ratio of the two types of fine graphite particles, forming assembled graphite with varying porosities. The open porosity of the manufactured assembled graphite samples ranges from 0.94% to 3.55%, while the closed porosity ranges from …

Bayesian Parametric Models For Survival Prediction In Medical Applications, Iwan Paolucci, Yuan-Mao Lin, Jessica Albuquerque Marques Silva, Kristy K Brock, Bruno C Odisio

Faculty, Staff and Student Publications

Background: Evidence-based treatment decisions in medicine are made founded on population-level evidence obtained during randomized clinical trials. In an era of personalized medicine, these decisions should be based on the predicted benefit of a treatment on a patient-level. Survival prediction models play a central role as they incorporate the time-to-event and censoring. In medical applications uncertainty is critical especially when treatments differ in their side effect profiles or costs. Additionally, models must be adapted to local populations without diminishing performance and often without the original training data available due to privacy concern. Both points are supported by Bayesian models-yet they …

Phenotypic Maps For Precision Medicine: A Promising Systems Biology Tool For Assessing Therapy Response And Resistance At A Personalized Level, Sayantan Bhattacharyya, Shafqat F Ehsan, Loukia G Karacosta

Faculty, Staff and Student Publications

In this perspective we discuss how tumor heterogeneity and therapy resistance necessitate a focus on more personalized approaches, prompting a shift toward precision medicine. At the heart of the shift towards personalized medicine, omics-driven systems biology becomes a driving force as it leverages high-throughput technologies and novel bioinformatics tools. These enable the creation of systems-based maps, providing a comprehensive view of individual tumor's functional plasticity. We highlight the innovative PHENOSTAMP program, which leverages high-dimensional data to construct a visually intuitive and user-friendly map. This map was created to encapsulate complex transitional states in cancer cells, such as Epithelial-Mesenchymal Transition (EMT) …

Decoding Meningioma Heterogeneity And Neoplastic Cell-Macrophage Interaction Through Single-Cell Transcriptome Profiling Across Pathological Grades, Hailang Fan, Lairong Song, Jian Fan, Junpeng Ma, Xiaojie Li, Junting Zhang, Jian Hu, Zhen Wu, Dake Zhang, Liang Wang

Faculty, Staff and Student Publications

Background: Analyzing meningioma of distinct pathological types at the single-cell level can provide new and valuable insights into the specific biological mechanisms of each cellular subpopulation, as well as their vital interplay within the tumor microenvironment.

Methods: We recruited patients diagnosed with four distinct types of meningioma and performed single-cell RNA sequencing on their tumor samples, concurrently analyzing a publicly available dataset for comparison. Next, we separated the cells into discrete clusters and identified their unique identities. Using pseudotime analysis, we demonstrated cellular differentiation and dynamics. To investigate biological function, we employed weighted gene co-expression network analysis, gene regulatory network, …