Digital Commons Network^™

Auprc: A Metric For Evaluating The Performance Of In-Silico Perturbation Methods In Identifying Differentially Expressed Genes, Hongxu Zhu, Amir Asiaee, Leila Azinfar, Jun Li, Han Liang, Ehsan Irajizad, Kim-Anh Do, James P Long

Faculty, Staff and Student Publications

In silico perturbation models, computational methods that can predict cellular responses to perturbations, present an opportunity to reduce the need for costly and time-intensive in vitro experiments. Many recently proposed models predict high-dimensional cellular responses, such as gene or protein expression to perturbations such as gene knockout or drugs. However, evaluating in silico performance has largely relied on metrics such as $R^{2}$, which assess overall prediction accuracy but fail to capture biologically significant outcomes like the identification of differentially expressed (DE) genes. In this study, we present a novel evaluation framework that introduces the AUPRC metric to assess the precision …

Braingenebot: A Framework For Variant Prioritization And Generative Pretrained Transformer-Informed Interpretation Across Polygenic Risk Score Studies, Gang Qu, Nitesh Enduru, Xinyi Liu, Xiaoqian Jiang, Zhongming Zhao

Faculty, Staff and Student Publications

Polygenic risk scores (PRS) are widely used to assess genetic susceptibility in Alzheimer's disease (AD) research. However, the rapid expansion of PRS studies has led to dataset-specific biases-stemming from factors like population makeup, genotyping methods, and analysis pipelines-that result in inconsistent variant prioritization and limit generalizability and reproducibility. To address these challenges, we propose a transductive learning framework that integrates multiple PRS datasets for more robust risk variant prioritization, incorporating genome-wide association study (GWAS) priority scores as biologically informed priors. Additionally, we introduce BrainGeneBot, an AI-driven tool leveraging generative pretrained transformers with retrieval-augmented generation technology to streamline genomic analyses in …

Predictors Of Perceived Hiv Stigma Among People Who Inject Drugs In The United States, Itunu Sokale, Paige Wermuth, Johnny Wilkerson, Folefac Atem, Salma Khuwaja, Catherine Troisi

Faculty, Staff and Student Publications

Background: HIV stigma is a huge impediment to ending the HIV epidemic. To develop effective HIV interventions, we must determine factors associated with HIV stigma, particularly among high-risk groups like people who inject drugs (PWID). We aimed to identify predictors of perceived HIV stigma (PHS) among a sample of PWID from 23 U.S. cities.

Methods: We analyzed the 2018 National HIV Behavioral Surveillance data on PWID aged ≥ 18 years. PHS was assessed using a validated survey that measured four PHS constructs: perceived unfriendliness, perceived discrimination, perceived punishment, and perceived support. We created a composite PHS index score by summing …

Zika In Infants And Pregnancy (Zip) Study: Results From A Prospective International Cohort Study Of Prenatal Zika Virus Infection And Adverse Fetal And Infant Outcomes, Jill Farnell Lebov, Martha Nason, Kristen B Stolka, Ricardo Ximenes, Marisa M Mussi-Pinhata, Jack Moye, Carmen D Zorrilla, Carmen M Velez Vega, José F Cordero, Deolinda M F Scalabrin, Albert I Ko, Maria Elisabeth Lopes Moreira, Luiz Augusto Galvão, William Britt, Ernesto T A Marques, Angel Balmaseda, Eva Harris, Juan F Arias, Stacey Schultz-Cherry, Ana Lucía Garces, Nancy F Krebs, Theresa J Ochoa, César Augusto Ugarte-Gil, Elizabeth Fogleman, Erin Gabriel, Michael Welton, Carmen M Irizarry, Silvia Biason De Moura Negrini, Conrado Milani Coutinho, Demócrito De Barros Miranda-Filho, Ulisses Ramos Montarroyos, Marli Tenorio Cordeiro, Anna Gajewski, Jorge E Osorio, Lester Figueroa

Faculty, Staff and Student Publications

Background: Before Zika virus (ZIKV) infections were observed in the Americas, an association between ZIKV and microcephaly or other congenital malformations was not well documented. Initial reports suggested strong associations between ZIKV and congenital malformations, but plausible estimates of causal effects from prospective studies with adequate sample size and covariate data were few.

Methods: From 2016-2018, the Zika in Infants and Pregnancy (ZIP) study enrolled pregnant people before 18 weeks gestation or with confirmed symptomatic ZIKV in a prospective cohort across 10 sites in South and Central America, and in Puerto Rico. Pregnancies were followed monthly through delivery and 6 …

Whole-Genome Sequence-Based Association Analysis Of African American Individuals With Bipolar Disorder And Schizophrenia, Runjia Li, Sarah A Gagliano Taliun, Kevin Liao, Matthew Flickinger, Janet L Sobell, Giulio Genovese, Adam E Locke, Rebeca Rothwell Chiu, Jonathon Lefaive, Jiongming Wang, Taylor Martins, Sinéad Chapman, Anna Neumann, Robert E Handsaker, Donna K Arnett, Kathleen C Barnes, Eric Boerwinkle, David Braff, Brian E Cade, Myriam Fornage, Richard A Gibbs, Karin F Hoth, Lifang Hou, Charles Kooperberg, Ruth J F Loos, Ginger A Metcalf, Courtney G Montgomery, Alanna C Morrison, Zhaohui S Qin, Susan Redline, Alexander P Reiner, Stephen S Rich, Jerome I Rotter, Kent D Taylor, Karine A Viaud-Martinez, Tim B Bigdeli, Stacey Gabriel, Sebastian Zollner, Albert V Smith, Goncalo Abecasis, Steve A Mccarroll, Michele T Pato, Carlos N Pato, Michael Boehnke, James Knowles, Hyun Min Kang, Roel A Ophoff, Jason Ernst, Laura J Scott

Faculty, Staff and Student Publications

In studies of individuals of primarily European genetic ancestry, common and low-frequency variants and rare coding variants have been found to be associated with the risk of bipolar disorder (BD) and schizophrenia (SZ). However, less is known for individuals of other genetic ancestries or the role of rare non-coding variants in BD and SZ risk. We performed whole-genome sequencing (∼27X) of African American individuals: 1,598 with BD, 3,295 with SZ, and 2,651 unaffected controls (InPSYght study). We increased power by incorporating 14,812 jointly called psychiatrically unscreened ancestry-matched controls from the Trans-Omics for Precision Medicine (TOPMed) Program for a total of …

Cross-Platform Transcriptomic Data Integration Identifies An Overactive Neuro-Immune Signature In Human Osteoarthritis Synovium, Michael D Newton, Hannah Swahn, Dana E Orange, Joseph B Lesnak, Theodore J Price, Anne-Marie Malfait, Rachel E Miller, Martin K Lotz, Tristan Maerz

Faculty, Staff and Student Publications

Objective: Chronic synovitis is associated with osteoarthritis (OA) pain, but the molecular underpinnings remain unclear. Our objective was to characterize the transcriptional phenotype of OA synovium with a focus on signaling relevant to pain.

Design: Eight publicly-available microarray and RNA-sequencing GEO datasets from human non-OA and OA subjects underwent quality control and re-analysis for differentially-expressed genes (DEGs). Cross-platform statistical integration was performed via a weighted Z-test to combine detection power across datasets. Gene set enrichment, cell type enrichment, and regulon analyses were performed. Human single-cell RNA sequencing data was used to map gene expression to cell types. Ligand-receptor interactions were …

Risk Of Major Depression In Partners Of People With Alzheimer's Disease: A National Cohort Study, Casey Crump, Jingkai Wei, Barbara G Vickrey, Alexis C Edwards, Paul E Schulz, Weiva Sieh, Jan Sundquist, Kristina Sundquist

Faculty, Staff and Student Publications

Background: Alzheimer's disease (AD) may cause significant psychosocial distress not only in the patient but also their partner. However, long-term risks of major depression in partners of AD patients are largely unknown.

Methods: A national cohort study was conducted of all 145 289 partners of people diagnosed with all-cause dementia, including 57 113 partners of people diagnosed with AD, in Sweden during 1998-2017, and 1 300 561 population-based controls. Cox regression was used to compute hazard ratios (HRs) for subsequent risk of major depression identified from nationwide outpatient and inpatient diagnoses through 2018, adjusting for sociodemographic factors and prior mental …

Dna Double-Stranded Breaks, A Hallmark Of Aging, Defined At The Nucleotide Resolution, Are Increased And Associated With Transcription In The Cardiac Myocytes In Lmna-Cardiomyopathy, Benjamin Cathcart, Sirisha M Cheedipudi, Leila Rouhi, Zhongming Zhao, Priyatansh Gurha, Ali J Marian

Faculty, Staff and Student Publications

Aims: An intrinsic feature of gene transcription is the formation of DNA superhelices near the transcription bubble, which are resolved upon induction of transient double-stranded breaks (DSBs) by topoisomerases. Unrepaired DSBs are pathogenic as they lead to cell cycle arrest, senescence, inflammation, and organ dysfunction. We posit that DSBs would be more prevalent at the genomic sites that are associated with gene expression. The objectives were to identify and characterize genome-wide DSBs at the nucleotide resolution and determine the association of DSBs with transcription in cardiac myocytes.

Methods and results: We identified the genome-wide DSBs in ∼1 million cardiac myocytes …

The Immunophenotypic And Genetic Characterization Of Pediatric T -L Ymphoblastic Leukemia With A Mature Immunophenotype, Mahsa Khanlari, Wei Wang, Parastou Tizro, Mohammad K Eldomery

Faculty, Staff and Student Publications

Not available.

Low-Level Pm2.5 Exposure And Mortality In The Medicare Cohort: The Role Of Native American Beneficiaries, Judy Wendt Hess, Wenyaw Chan

Faculty, Staff and Student Publications

Fine particulate matter (PM2.5) has been associated with mortality at low concentrations, with higher per-unit risk at lower exposure levels, and no threshold of effect. We examined characteristics of Medicare decedents living in zip codes at the lowest end of the U.S. PM2.5 exposure distribution to determine whether there is a demographic, health or exposure profile of beneficiaries for whom even low PM2.5 exposure is associated with increased mortality. The study included 2,773,647 decedent cases and 27,736,470 non-decedent controls, matched on decile of long-term PM2.5 exposure from among 36 million Medicare fee-for-service beneficiaries enrolled 2015–2016. Outcomes of the study included …

Exploring Lingering Covid-19 Vaccine Hesitancy In Three Diverse U.S. States: Alabama, Illinois, And Texas, Sinan Almukhtar, Noah Mcwhirter, Anaïs Mendiola, Shekwonya Samuel, Olivia Dominguez, Danielle Pester Boyd, Stephen Flores, Pooja Gandhi, Francis Kazungu, Manorama Khare, Paula Cuccaro, Maria E Fernández, Ronald C Hershow, Sage Kim, Emily Stiehl

Faculty, Staff and Student Publications

During the COVID-19 pandemic, vaccine uptake was slower than expected, with some people experiencing concern about the safety and effectiveness of the COVID-19 vaccine even after being vaccinated. This manuscript explores a phenomenon called lingering hesitancy, or the concern that people experience even after receiving an initial dose of a vaccine. Leveraging survey findings from three individual Prevention Research Centers (PRCs) in Alabama, Illinois, and Texas, we compare the attitudes of individuals across three vaccine status groups: those who received their complete COVID-19 vaccine series, those who received an initial dose but no subsequent doses (lingering hesitancy), and those who …

Modulating Treatment Outcomes Of Patients With Solid Tumors In Immunotherapy Trials: A Drug Interaction Analysis From A Phase 1 Unit, Camila Braganca Xavier, Clark R Andersen, Joann Lim, Julian H Slade, Stacie A Bean, Lei Kang, Hung Le, Apostolia M Tsimberidou, Aung Naing, David S Hong, Ecaterina E Dumbrava, Jordi Rodon Ahnert, Paula R Pohlmann, Sarina A Piha-Paul, Stephane Champiat, Timothy A Yap, Tin-Yun Tang, Funda Meric-Bernstam, Siqing Fu

Faculty, Staff and Student Publications

Concurrent use of medications can modulate the effectiveness of immunotherapy. Although this interaction is well documented for immune checkpoint inhibitors, whether this occurs with new experimental compounds has not been evaluated. A computerized data extraction tool was used to collect clinical data and identify the prescription of a predefined set of medications within 30 days of immunotherapy infusion in the Department of Investigational Cancer Therapeutics at The University of Texas MD Anderson Cancer Center. The primary endpoints were median overall survival (OS) and progression-free survival. Tumor responses were addressed using RECIST. We identified 897 patients. The most prevalent tumor types …

It Takes A Village: Addressing Community Needs To Implement Firearm Prohibitions For Domestic Violence Protective Order Respondents, Kellie R Lynch, Michael K Gusmano, Jeff R Temple, Sarah Lane

Faculty, Staff and Student Publications

Prohibiting domestic violence protective order (DVPO) respondents from firearms is an effective strategy to prevent intimate partner homicide. However, DVPO gun laws vary considerably across states, and the implementation of such laws is inconsistent across localities. Local context, such as resource availability, priorities, and politics, differs across types of communities and impacts the implementation of laws. We conducted in-depth key informant interviews with victim service and criminal justice professionals (N = 27) working in urban communities, rural communities, and statewide organizations to better understand: (a) what communities need to effectively prohibit DVPO respondents from firearms (i.e., the DVPO gun …

Suppression Of Cardiac Allograft Vasculopathy By A Macrophage Efferocytosis Receptor, Sahil Shah, Aparnaa Ananthakrishnan, Matthew Deberge, Kristofor Glinton, Rebecca T L Jones, Mallory Filipp, Ivana Shen, Joey Lockhart, Connor W Lantz, Edward B Thorp

Faculty, Staff and Student Publications

Cardiac allograft vasculopathy remains a major cause of late morbidity following heart transplantation. While accumulating evidence implicates innate macrophages in the inflammatory progression of CAV, the underlying mechanisms remain incompletely understood. In murine models of CAV, we identified proteolytic cleavage of MERTK, a key anti-inflammatory receptor on macrophages, as a contributing factor to CAV progression. In a model of CAV, MERTK deficiency accelerated allograft rejection and increased intimal leukocyte infiltration. In contrast, mice expressing a genetically cleavage-resistant form of MERTK (MertkCR/CR) exhibited prolonged graft survival, reduced intimal thickening, diminished immune cell infiltration, and decreased circulating effector T cells. …

Evaluating The Efficacy And Safety Of Milrinone For Prevention Of Post-Patent Ductus Arteriosus Closure Syndrome (The Midas Trial) In Extremely Preterm Infants: A Multicentre, Double-Masked, Randomised, Placebo-Controlled Trial, Patrick J Mcnamara, Valerie Y Chock, Adrianne Rahde-Bischoff, Jenna Gabrio, Karen J Johnson, Heidi M Harmon, Diana Montoya-Williams, Tarah T Colaizy, Anup C Katheria, Felix Ines, Keira Sorrells, Cheryl Battersby, Philip T Levy, Matthew A Rysavy, Shazia Bhombal, Matthew M Laughon, Ben Carper, Susan R Hintz, Abhik Das, Edward F Bell

Faculty, Staff and Student Publications

Introduction: Post-ligation cardiac syndrome (PLCS) represents a state of severe post-intervention cardiopulmonary instability, seen in up to 50% of extremely premature infants after surgical closure of the patent ductus arteriosus (PDA); yet an evidence-based approach to treatment of this condition does not exist. The objective of this study is to determine the efficacy and safety of prophylactic milrinone in reducing incidence of PLCS and/or mortality within the first 7 days following PDA closure. The central hypothesis is that administration of intravenous milrinone will reduce the incidence of PLCS or death within 7 days of PDA closure either by percutaneous device …

Reproducibility Of Statistically Significant Phase Iii Oncology Trials: An In Silico Meta-Epidemiological Analysis, Alexander D Sherry, Pavlos Msaouel, Avital M Miller, Timothy A Lin, Joseph Abi Jaoude, Ramez Kouzy, Adina H Passy, Tomer Meirson, Nikolaos Ignatiadis, Zachary R Mccaw, Erik Van Zwet, Ethan B Ludmir

Faculty, Staff and Student Publications

Purpose: The conventional assumption that P values ≤ 0.05 imply reproducible effects has come under recent criticism. This concern is particularly relevant in oncology, as phase III oncology trials, which directly inform practice, are usually not repeated. Using advanced modeling techniques, we investigated the relationship between P values and reproducibility in oncology.

Methods: We obtained the signal-to-noise ratio distribution in phase III oncology using outcomes from 632 two-arm superiority trials enrolling 496,219 patients. With this distribution, we estimated successful replication probability as the probability that a replicate trial, having the same design, effect size, and standard error, would have a …

Hepcidin, Incident Heart Failure, And Cardiac Dysfunction In Older Adults: The Aric Study, Iman A F Aboelsaad, Brian L Claggett, Victoria Lamberson, Pranav Dorbala, Kunihiro Matsushita, Pamela Lutsey, Bing Yu, Brandon W Lennep, Youssef M K Farag, Amil M Shah, Leo F Buckley

Faculty, Staff and Student Publications

Aims: Hepcidin regulates plasma and tissue iron levels. We studied the association of hepcidin levels with the risk of incident heart failure (HF) and cardiac dysfunction in older adults.

Methods and results: We included adults from the ongoing, longitudinal Atherosclerosis Risk in Communities (ARIC) study, who were free from prevalent anaemia and HF at Visit 5 (2011-13) and had available hepcidin and covariate data. Associations of plasma hepcidin levels with overall adjudicated incident HF, HF with reduced ejection fraction (HFrEF), and HF with preserved ejection fraction (HFpEF) were assessed using multivariable Cox proportional hazards regression models. Cross-sectional associations of hepcidin …

Phase 1 Clinical Trial Of ¡Iniciando! La Adultez: A Culturally Tailored Intervention For Transitioning Latino Young Adults With Autism, Antonio F Pagán, Ana Esparza, Ana Ramirez, Miriam Ortiz, Linda Hernandez, Mary Beth Morgan, Geohanna Noel, Alejandro L Pagán, Jada Salas, Katherine Maurano, Grace Sattem, Leela Sydow, Noor Ahmed, Katherine A Loveland, Cecilia Montiel-Nava, Ron Acierno

Faculty, Staff and Student Publications

This Phase 1 clinical trial evaluated ¡Iniciando! la Adultez, a culturally adapted intervention for Latino autistic young adults (n = 56) and their parents (n = 63). Young adults showed significant post-treatment improvements on measures of social responsiveness (SRS-2), adaptive behavior (ABAS-3), executive functioning (BRIEF-A), quality of life (WHOQOL-BREF), transition readiness (TRS-A), coping self-efficacy (CSES), and emotion regulation (DERS-SF). Parents reported significant improvements in their perceptions of their child’s social responsiveness, adaptive behavior, and executive functioning, as well as increased transition readiness ratings. Notably, parents evinced a significant decrease in acculturative stress (RASI) and depressive symptoms (PHQ-9), however, …

Using The R = Mc2 Heuristic To Assess Whole-Of-School Physical Activity Implementation In Elementary Schools: A Cross-Sectional Study, Derek W Craig, Kevin Lanza, Christopher D Pfledderer, Andjelka Pavlovic, Kempson Onadeko, Natalia I Heredia, Jizyah Injil, Laura F Defina, Timothy J Walker

Faculty, Staff and Student Publications

Background: Schools are recommended to use a whole-of-school (WOS) approach to promote physical activity opportunities before, during, and after school. Yet, the barriers and facilitators to implementing a WOS approach successfully are not well understood. The R = MC2 heuristic, which defines readiness for implementation as a combination of an organization's motivation and capacity to implement, can enhance our understanding of implementation in the school setting. This study examines associations between constructs from the R = MC2 heuristic and schools' implementation of a WOS approach.

Methods: We conducted a secondary analysis of cross-sectional data from U.S. elementary schools participating in …

Predicting Regional Cerebral Blood Flow Using Voxel-Wise Resting-State Functional Mri, Hongjie Ke, Bhim M Adhikari, Yezhi Pan, David B Keator, Daniel Amen, Si Gao, Yizhou Ma, Paul M Thompson, Neda Jahanshad, Jessica A Turner, Theo G M Van Erp, Mohammed R Milad, Jair C Soares, Vince D Calhoun, Juergen Dukart, L Elliot Hong, Tianzhou Ma, Peter Kochunov

Faculty, Staff and Student Publications

Background: Regional cerebral blood flow (rCBF) is a putative biomarker for neuropsychiatric disorders, including major depressive disorder (MDD).

Methods: Here, we show that rCBF can be predicted from resting-state functional MRI (rsfMRI) at the voxel level while correcting for partial volume averaging (PVA) artifacts. Cortical patterns of MDD-related CBF differences decoded from rsfMRI using a PVA-corrected approach showed excellent agreement with CBF measured using single-photon emission computed tomography (SPECT) and arterial spin labeling (ASL). A support vector machine algorithm was trained to decode cortical voxel-wise CBF from temporal and power-spectral features of voxel-level rsfMRI time series while accounting for PVA. …

Caf-Macrophage Crosstalk Fuels Immunotherapy Resistance, Yang Liu, Linghua Wang

Faculty, Staff and Student Publications

No abstract provided.

Safety Of Contemporary Radiation Therapy In Patients With Cardiac Implantable Electronic Devices: Implications For Clinical Practice, Kaveh Karimzad, Shalin Shah, Stephen F Kry, Christopher Peeler, Julianne Pollard-Larkin, Amit Koduri, Martin Chacon Portillo, Siddharth Chauhan, Atia Amatullah, Chase Miller, Amanda Strang, Juhee Song, Khatera Mir Zaman Shah, Donelo Lopez, Darla Wagner, January Tsai, Shital Vachhani, Dilip Thakar, Cezar Iliescu, Jean-Bernard Durand, Anne H Dougherty, Bharat Kantharia, Anita Deswal

Faculty, Staff and Student Publications

Background: Radiation therapy (RT) can cause cardiac implantable electronic device (CIED) malfunction, primarily reset. Given changes in RT and CIED technologies, large observational studies examining malfunction of contemporary CIEDs during modern-day RT are needed to guide clinical practice.

Methods: Electronic medical records of all consecutive patients with CIEDs who underwent RT at a large tertiary cancer center between January 2015 and January 2022 were reviewed. All patients had CIED interrogation before and after completion of RT. Device-related data and RT-specific variables were collected. Statistical analyses were performed at the RT course level.

Results: Over a period of 7 years, 677 …

Association Of Glucagon-Like Peptide-1 Receptor Agonists With Cancer Risk In Older Adults With Type 2 Diabetes, Ying Lu, Hao Dai, Huilin Tang, William T Donahoo, Thomas J George, Ramon C Sun, Sizun Jiang, Aik Choon Tan, Yi Guo, Jonathan D Licht, John M Allen, Kelvin P Lee, Jingchuan Guo, Jiang Bian

Faculty, Staff and Student Publications

Objective: The real-world evidence on the association between glucagon-like peptide-1 receptor agonists (GLP-1RAs) and cancer risk remains limited and mixed.

Methods: In 2013-2020 national Medicare claims data, we included cancer-naïve patients with type 2 diabetes (T2D). We identified those who initiated GLP-1 RA, sodium-glucose cotransporter 2 inhibitor (SGLT2i), or dipeptidyl peptidase 4 inhibitor (DPP4i) and conducted 1:1 propensity score matching for confounding adjustment. Cox proportional hazards models were used to estimate hazard ratios (HR) of nine obesity-associated cancers (thyroid, pancreatic, bladder, colorectal, lung, kidney, breast, endometrial, and prostate cancer).

Results: In the matched GLP-1RA versus SGLT2i cohort (n = 21,362 …

Deep Phenotyping Of Obesity: Electronic Health Record-Based Temporal Modeling Study, Xiaoyang Ruan, Shuyu Lu, Liwei Wang, Andrew Wen, Sameer Murali, Hongfang Liu

Faculty, Staff and Student Publications

Background: Obesity affects approximately 40% of adults and 15%-20% of children and adolescents in the United States, and poses significant economic and psychosocial burdens. Currently, patient responses to any single antiobesity medication (AOM) vary significantly, making obesity deep phenotyping and associated precision medicine important targets of investigation.

Objective: This study aimed to evaluate the potential of electronic health records (EHR) as a primary data source for obesity deep phenotyping. We conducted an in-depth analysis of the data elements and quality available from obesity patients prior to pharmacotherapy and applied a multimodal longitudinal deep autoencoder to investigate the feasibility, data requirements, …

Targeted Proteomic Analysis Identifies Acvrl1 As A Marker Of Cerebral Edema In Aneurysmal Subarachnoid Hemorrhage, Bosco Seong Kyu Yang, Lena O'Keefe, Sarah Hinds, Hua Chen, Athziry Paz, Jude Savarraj, Han-Gil Jeong, Moon-Ku Han, Aaron Gusdon, Xuefang Sophie Ren, Spiros Blackburn, Huimahn Alex Choi

Faculty, Staff and Student Publications

Cerebral edema (CE) is a major component of early brain injury from aneurysmal subarachnoid hemorrhage (SAH). Despite the utility of blood-based protein markers, biomarkers targeting cerebral edema have yet to be developed. We performed a targeted proteomic search analyzing 141 proteins in plasma samples taken from 80 adult patients within 48 hours after aneurysmal rupture to identify plasma biomarkers of cerebral edema. The protein expression profiles were analyzed for associations with a higher level of the subarachnoid hemorrhage early brain edema score measured in admission computed tomography scans. Five differentially expressed proteins-brorin, ectodysplasin A2 receptor, layilin, scavenger receptor class A …

Lipid-Laden Microglia: Characterization And Roles In Diseases, Jiani Xing, Takese Mckenzie, Jian Hu

Faculty, Staff and Student Publications

Microglia are resident phagocytes of the central nervous system that play an essential role in brain development and homeostasis. When the intracellular lipid content exceeds the metabolic capacity of microglia, lipid droplets accumulate, giving rise to a distinct population termed lipid-laden microglia (LLMs). LLMs have been implicated in various neuroinflammatory and neurodegenerative diseases, functioning as both regulators/indicators of inflammation and potential therapeutic targets. This review summarizes the current research on LLMs, focusing on disease-specific regulators and functions, protective roles, interactions with neighboring cells, and advances in diagnostic and analytical tools. We also discuss the blurred distinction between LLMs and macrophages, …

Optimizing Motion Management And Baseline Shifts In Magnetic Resonance-Guided Spine Stereotactic Body Radiation Therapy, Yao Ding, Travis C Salzillo, Debra N Yeboa, Martin C Tom, Zhiheng Wang, Parmeswaran Diagaradjane, Ergys Subashi, Jinzhong Yang, Todd Swanson, Thomas Beckham, Chenyang Wang, Amol J Ghia, Tina Briere, Jihong Wang, Fabienne Lathuilière, Sneha Cloake, Eun Young Han

Faculty, Staff and Student Publications

BACKGROUND: Stereotactic body radiation therapy (SBRT) has proven effective in controlling spinal lesions with minimal toxicity, primarily due to its ability to limit spinal cord dose. Recent advances in MR-linac (MRL) technology offer superior spinal cord visualization and real-time gating, which can facilitate dose escalation in spinal tumor treatment while maintaining safety.

PURPOSE: This study aimed to optimize motion management for spine SBRT on an MRL by analyzing patient-specific motion dynamics and evaluating the most effective registration structures. We hypothesized that baseline shifts (BLS) would improve delivery efficiency while maintaining spinal cord dose constraints. The goal was to establish displacement …

Causes Of Symptoms And Symptom Persistence In Long Covid And Myalgic Encephalomyelitis/Chronic Fatigue Syndrome, Anthony L Komaroff, Robert Dantzer

Faculty, Staff and Student Publications

Debilitating symptoms for many years can follow acute COVID-19 ("long COVID"), myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), and various post-acute infection syndromes (PAISs). Together, long COVID and ME/CFS affect 60-400 million individuals, globally. Many similar underlying biological abnormalities have been identified in both conditions including autoantibodies against neural targets, endothelial dysfunction, acquired mitochondrial dysfunction, and a pro-inflammatory gut microbiome. Each of these abnormalities may directly cause some of the symptoms. In addition, the symptoms also may be caused by ancient, evolutionarily conserved symptomatic and metabolic responses to vital threats-sickness behavior and torpor-responses mediated by specific, recently discovered neural circuits. These neural …

Simulated Emergency Room Sign-Outs: What They Tell Us About Diagnostic Accuracy And Opportunities For Improvement, Roni Matin, Brent R King, Amit M Mehta, Susan H Fenton, Nathan R Hoot, David J Robinson, Charles L Maddow, Amy Franklin

Faculty, Staff and Student Publications

Objective: Emergency department (ED) sign-outs provide continuity of care for patients at shift changes. However, these periods have been associated with communication breakdowns and medical errors. We explored information factors (stage-of-the-case and the explicitness of the sign-out narrative) to determine their impact on clinicians' diagnostic accuracy and confidence.

Methods: Clinicians from 2 academic ED sites reviewed patient vignettes sign-out narratives (N=69). Using a within-subjects experiment, the explicitness of the sign-out information (i.e., broad statement about labs versus stating each test) and the patient's stage in the diagnostic process (e.g., labs pending, treatment occurring, etc.) at the time of sign-out varied. …

Old Vs New Local Ancestry Inference In Hchs/Sol: A Comparative Study, Xueying Chen, Hao Wang, Iris Broce, Anders Dale, Bing Yu, Laura Y Zhou, Xihao Li, Maria Argos, Martha L Daviglus, Jianwen Cai, Nora Franceschini, Tamar Sofer

Faculty, Staff and Student Publications

Hispanic/Latino populations are admixed, with genetic contributions from multiple ancestral populations. To uncover genetic associations in these populations, researchers often turn to admixture mapping, which relies on inferred counts of "local" ancestry, i.e. the source ancestral population at a locus. Local ancestries are inferred using external reference panels that represent ancestral populations, making the choice of inference method and reference panel critical. This study used a dataset of Hispanic/Latino individuals from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL) to evaluate how updates in local ancestry inference (LAI) affect results, specifically, the 'old' LAI performed using a popular inference method …