Digital Commons Network^™

Exploration Of Working Memory Retrieval Stage For Mild Cognitive Impairment: Time-Varying Causality Analysis Of Electroencephalogram Based On Dynamic Brain Networks, Yi Jiang, Zhiwei Guo, Xiaobo Zhou, Ning Jiang, Jiayuan He

Faculty, Staff and Student Publications

Background: Mild Cognitive Impairment (MCI) is an intermediate stage between the expected cognitive decline of normal aging and Alzheimer's disease (AD). Its management is crucial for it helps intervene and slow the progression of cognitive decline to AD. However, the understanding of the MCI mechanism is not completely clear. As working memory (WM) damage is a common symptom of MCI, this study focused on the core stage of WM, i.e., the memory retrieval stage, to investigate information processing and the causality relationships among brain regions based on electroencephalogram (EEG) signals.

Method: 21 MCI and 20 normal cognitive control (NC) participants …

Control Of Clostridioides Difficile Virulence And Physiology By The Flagellin Homeostasis Checkpoint Flic-Fliw-Csra In The Absence Of Motility, Duolong Zhu, Katherine J Wozniak, Firas Midani, Shaohui Wang, Xingmin Sun, Robert A Britton

Faculty, Staff and Students Publications

Mutations affecting Clostridioides difficile flagellin (FliC) have been shown to be hypervirulent in animal models and display increased toxin production and alterations in central metabolism. The regulation of flagellin levels in bacteria is governed by a tripartite regulatory network involving fliC, fliW, and csrA, which creates a feedback system to regulate flagella production. Through genomic analysis of C. difficile clade 5 strains (non-motile), we identified they have jettisoned many of the genes required for flagellum biosynthesis yet retain the major flagellin gene fliC and regulatory gene fliW. We therefore investigated the roles of fliC, fliW …

Metabolic Signatures In Adipose Tissue Linking Lipophilic Persistent Organic Pollutant Mixtures To Blood Pressure Five Years After Bariatric Surgery Among Adolescents, Shudi Pan, Zhenjiang Li, Douglas I Walker, Brittney O Baumert, Hongxu Wang, Jesse A Goodrich, Sarah Rock, Thomas H Inge, Todd M Jenkins, Stephanie Sisley, Scott M Bartell, Stavra Xanthakos, Xiangping Lin, Brooklynn Mcneil, Anna R Robuck, Catherine E Mullins, Michele A La Merill, Erika Garcia, Max T Aung, Sandrah P Eckel, Rob Mcconnell, David V Conti, Justin R Ryder, Lida Chatzi

Faculty, Staff and Students Publications

Persistent organic pollutants (POPs) are lipophilic environmental contaminants accumulated in the adipose tissue. Weight loss interventions, such as bariatric surgery, can mobilize POPs from adipose tissue into the bloodstream. We hypothesized that this mobilization could contribute to increases in blood pressure among 57 adolescents with severe obesity undergoing bariatric surgery. POPs and metabolic features were measured from visceral adipose tissue collected during surgery using gas and liquid chromatography, coupled with high-resolution mass spectrometry. Blood pressure was assessed at baseline, 6 months, and 5 years post-surgery. We used quantile g-computation to estimate associations of POP mixtures with blood pressure changes. With …

Alpha-Frequency Stimulation Strengthens Coupling Between Temporal Fluctuations In Alpha Oscillation Power And Default Mode Network Connectivity, Yijia Ma, Joshua A Brown, Chaowen Chen, Mingzhou Ding, Wei Wu, Wen Li

Faculty, Staff and Student Publications

Alpha (8–12 Hz) oscillations and default mode network (DMN) activity dominate the brain's intrinsic activity in the temporal and spatial domains, respectively. They are thought to play crucial roles in the spatiotemporal organization of the complex brain system. Relatedly, both have been implicated, often concurrently, in diverse neuropsychiatric disorders, with accruing electroencephalogram (EEG)/magnetoencephalogram and functional magnetic resonance imaging (fMRI) data linking these two neural activities both at rest and during key cognitive operations. Prominent theories and extant findings thus converge to suggest a mechanistic relationship between alpha oscillations and the DMN. Here, we leveraged simultaneous EEG–fMRI data acquired before and …

Longitudinal Multi-Omics In Alpha-Synuclein Drosophila Model Discriminates Disease- From Age-Associated Pathologies In Parkinson’S Disease, Justin Moore, Timothy Wu, Justin Dhindsa, Omar El Fadel, Anh Le, Alma Perez, Bismark Amoh, Akash Tarkunde, Katy F Zhu, Matthew Avalos, Eric B Dammer, Duc M Duong, Nicholas T Seyfried, Joshua M Shulman, Ismael Al-Ramahi, Juan Botas

Duncan NRI Faculty and Staff Publications

Parkinson's disease (PD) starts decades before symptoms appear, usually in the later decades of life, when age-related changes are occurring. To identify molecular changes early in the disease course and distinguish PD pathologies from aging, we generated Drosophila expressing alpha-synuclein (αSyn) in neurons and performed longitudinal bulk transcriptomics and proteomics on brains at six time points across the lifespan and compared the data to healthy control flies as well as human post-mortem brain datasets. We found that translational and energy metabolism pathways were downregulated in αSyn flies at the earliest timepoints; comparison with the aged control flies suggests that elevated …

Incidence And Correlates Of High-Grade Chemotherapy-Induced Peripheral Neuropathy In Patients With Lung Cancer, Mitchell S Von Itzstein, Sawsan Rashdan, Suzanne E Dahlberg, David E Gerber, Alan B Sandler, Joan H Schiller, David H Johnson, Yating Wang, Zhuoxin Sun, Suresh S Ramalingam

Faculty, Staff and Student Publications

Background: High-grade chemotherapy-induced peripheral neuropathy (CIPN) represents a dreaded toxicity of cancer treatments. In some cases, it may limit activities of daily living and become permanent. Because many prior studies of CIPN were conducted in breast cancer populations, less is known about CIPN in men. We therefore determined the incidence and correlates of high-grade CIPN in a large cohort of patients with lung cancer.

Methods: We collected data from the ECOG-ACRIN E1594 (comparison of 4 chemotherapy regimens: cisplatin-paclitaxel, cisplatin-gemcitabine, cisplatin-docetaxel, carboplatin-paclitaxel) and E4599 (carboplatin-paclitaxel ± concurrent and maintenance bevacizumab) clinical trials. We identified cases with grade ≥3 CIPN. Multivariable logistic …

Development Of A Multi-Epitope Peptide Vaccine Against Monkeypox Virus: Immunoinformatics Analysis For South East Asian Hla Alleles, Nelson Chandra, Mochammad Aqilah Herdiansyah, Viol Dhea Kharisma, Arif Nur Muhammad Ansori, Arli Aditya Parikesit

Makara Journal of Science

The monkeypox virus (MPXV), a DNA virus causing zoonotic disease, poses major global public health challenges, with mortality rates between 3%–6%. Although smallpox vaccines provide partial cross-protection, there is a critical need for a dedicated, effective monkeypox (mpox) vaccine. This study aimed to design a multi-epitope peptide-based vaccine specifically adapted to the HLA allele profiles common in Southeast Asian populations, where MPXV cases are rising. Using immunoinformatics, we screened for and detected B and T cell epitopes from the MPXV cell surface antigen and IFN-alpha/beta receptor proteins. The vaccine design was validated through a rigorous evaluation of its antigenicity, immunogenicity, …

Multi-Ancestry Transcriptome-Wide Association Studies Of Cognitive Function, White Matter Hyperintensity, And Alzheimer's Disease, Dima L Chaar, Zheng Li, Lulu Shang, Scott M Ratliff, Thomas H Mosley, Sharon L R Kardia, Wei Zhao, Xiang Zhou, Jennifer A Smith

Faculty, Staff and Student Publications

Genetic variants increase the risk of neurocognitive disorders in later life, including vascular dementia (VaD) and Alzheimer's disease (AD), but the precise relationships between genetic risk factors and underlying disease etiologies are not well understood. Transcriptome-wide association studies (TWASs) can be leveraged to better characterize the genes and biological pathways underlying genetic influences on disease. To date, almost all existing TWASs on VaD and AD have been conducted using expression studies from individuals of a single genetic ancestry, primarily European. Using the joint likelihood-based inference framework in Multi-ancEstry TRanscriptOme-wide analysis (METRO), we leveraged gene expression data from European ancestry (EA) …

An Endocrine Enigma: The Implications Of Pembrolizumab Therapy, Miguel A. Lopez, Mario Trujillo Acosta, Jose Romero Villarreal Calderon, Laura Garcia

Research Symposium

Disorders of the endocrine system are a potential complication of cancer treatment despite newer immunotherapy agents holding promise to improve patient outcomes. Breast cancer in particular requires pharmacologic intervention based on the receptor positivity. For example, a triple negative workup often requires neoadjuvant therapy with the newer immunotherapy agent pembrolizumab. Clinicians should be aware of the potential adverse effects of this drug, most notably adrenal insufficiency. This case follows a 52 year old hispanic female patient with a history of triple negative left sided breast cancer on immunotherapy with pembrolizumab, who presented to the emergency department after a syncopal episode …

A Randomized Phase Ii/Iii Study Of Paclitaxel/Carboplatin/Metformin Versus Paclitaxel/Carboplatin/Placebo As Initial Therapy For Measurable Stage Iii Or Iva, Stage Ivb, Or Recurrent Endometrial Cancer: An Nrg Oncology/Gog Study, Victoria L. Bae-Jump, Michael W. Sill, Paola A. Gehrig, Jason D. Merker, David L. Corcoran, Adam D. Pfefferle, Michele C. Hayward, Joan L. Walker, Andrea R. Hagemann, Steven E. Waggoner, Roisin E. O'Cearbhaill, Megan E. Mcdonald, Mitchell I. Edelson, Paul A. Disilvestro, Amy L. Mcnally, Aimee Fleury, Ramey D. Littell, Frederick R. Ueland, Heather A. Lankes, Carol Aghajanian

Abington Jefferson Health Papers

INTRODUCTION: We evaluated the efficacy of the addition of the anti-diabetic drug metformin to standard-of-care paclitaxel and carboplatin (PC) in patients with advanced and recurrent endometrial cancer (EC).

METHODS: In this phase II/III trial, EC patients with chemotherapy-naïve stage III/IVA (with measurable disease) and stage IVB or recurrent (with or without measurable disease) disease were randomly assigned to PC/metformin (850 mg BID) versus PC/placebo. Metformin or placebo was continued as maintenance therapy after completion of PC until disease progression. The primary endpoint of phase II was progression-free survival (PFS). The primary endpoint of phase III was overall survival (OS). Secondary …

Consensus Recommendations For An Integrated Diagnostic Approach To Peripheral Nerve Sheath Tumors Arising In The Setting Of Neurofibromatosis Type 1, Calixto-Hope G Lucas, Andrea M Gross, Carlos G Romo, Carina A Dehner, Alexander J Lazar, Markku Miettinen, Melike Pekmezci, Martha Quezado, Fausto J Rodriguez, Anat Stemmer-Rachamimov, David Viskochil, Arie Perry

Faculty, Staff and Student Publications

Consensus recommendations published in 2017 histologically defining atypical neurofibromatous neoplasm of uncertain biologic potential (ANNUBP) and malignant peripheral nerve sheath tumor (MPNST) were codified in the 2021 WHO Classification of Tumors of the Central Nervous System and the 2022 WHO Classification of Tumors of Soft Tissue and Bone. However, given the shift in diagnostic pathology toward the use of integrated histopathologic and genomic approaches, the incorporation of additional molecular strata in the classification of Neurofibromatosis Type 1 (NF1)-associated peripheral nerve sheath tumors should be formalized to aid in accurate diagnosis and early identification of malignant transformation and enable appropriate intervention …

Changes In Brain Functional Connectivity Associated With Transcutaneous Auricular Vagus Nerve Stimulation In Healthy Controls, Daniel A. Monti, Nancy Wintering, Faezeh Vedaei, Alicia Steinmetz, Feroze Mohamed, Andrew B. Newberg

Marcus Institute of Integrative Health Faculty Papers

PURPOSE: A growing number of research studies have explored the potential effects of vagus nerve stimulation (VNS) on brain physiology as well as clinical effects particularly related to stress and anxiety. However, there currently are limited studies showing functional changes during different frequencies of stimulation and laterality effects transcutaneous auricular VNS (TaVNS). In this study, we evaluated whether TaVNS alters functional connectivity in the brain of healthy controls. We hypothesized that TaVNS would significantly alter connectivity in areas involved with emotional processing and regulation including the limbic areas, insula, frontal lobe regions, and cerebellum.

METHODS: We enrolled 50 healthy controls. …

Genome-Wide Prediction Of Dominant And Recessive Neurodevelopmental Disorder-Associated Genes, Ryan S Dhindsa, Blake A Weido, Justin S Dhindsa, Arya J Shetty, Chloe F Sands, Slavé Petrovski, Dimitrios Vitsios, Anthony W Zoghbi

Duncan NRI Faculty and Staff Publications

Despite great progress, thousands of neurodevelopmental disorder (NDD) risk genes remain to be discovered. We present a computational approach that accelerates NDD risk gene identification using machine learning. First, we demonstrate that models trained solely on single-cell RNA sequencing data can robustly predict genes implicated in autism spectrum disorder (ASD), developmental and epileptic encephalopathy (DEE), and developmental delay (DD). Notably, we find differences in gene expression patterns of genes with monoallelic and bi-allelic inheritance patterns in the developing human cortex. We then integrate expression data with 300 orthogonal features, including intolerance metrics, protein-protein interaction data, and others, in a semi-supervised …

Response To: Correspondence On “Hyperleukocytosis In A Neuroblastoma Patient After Treatment With Natural Killer T Cells Expressing A Gd2-Specific Chimeric Antigen Receptor And Il-15” By Ataca Atilla And Atilla, Gengwen Tian, Amy N Courtney, Andras Heczey, Leonid S Metelitsa

Faculty, Staff and Students Publications

No abstract provided.

Connectome-Based Predictive Modeling Of Ptsd Development Among Recent Trauma Survivors, Ziv Ben-Zion, Alexander J Simon, Matthew Rosenblatt, Nachshon Korem, Or Duek, Israel Liberzon, Arieh Y Shalev, Talma Hendler, Ifat Levy, Ilan Harpaz-Rotem, Dustin Scheinost

Staff and Researcher Publications

Importance: The weak link between subjective symptom-based diagnostics for posttraumatic psychopathology and objective neurobiological indices hinders the development of effective personalized treatments.

Objective: To identify early neural networks associated with posttraumatic stress disorder (PTSD) development among recent trauma survivors.

Design, setting, and participants: This prognostic study used data from the Neurobehavioral Moderators of Posttraumatic Disease Trajectories (NMPTDT) large-scale longitudinal neuroimaging dataset of recent trauma survivors. The NMPTDT study was conducted from January 20, 2015, to March 11, 2020, and included adult civilians who were admitted to a general hospital emergency department in Israel and screened for early PTSD symptoms indicative …

Recovery Potential In Patients After Cardiac Arrest Who Die After Limitations Or Withdrawal Of Life Support, Jonathan Elmer, Patrick J Coppler, Cecelia Ratay, Alexis Steinberg, Sara Difiore-Sprouse, Nicholas Case, Baruch Fischhoff, Maria De-Arteaga, Alain Cariou, Alejandro A Rabinstein, Andrea O Rossetti, Ankur A Doshi, Bradley J Molyneaux, Cameron Dezfulian, Carolina B Maciel, Christoph Leithner, Cindy H Hsu, Claudio Sandroni, David M Greer, David B Seder, Francis X Guyette, Fabio Silvio Taccone, Hiromichi Naito, Jasmeet Soar, Jean-Baptiste Lascarrou, Jerry P Nolan, Karen G Hirsch, Katherine M Berg, Marion Moseby-Knappe, Markus B Skrifvars, Michael C Kurz, Min Jung Kathy Chae, Mypinder S Sekhon, Nicholas J Johnson, Pedro Kurtz, Romergryko G Geocadin, Sachin Agarwal, Teresa L May, Theresa M Olasveengen, Clifton W Callaway, Optimizing Recovery Prediction After Cardiac Arrest (Orca) Study Group

Faculty, Staff and Students Publications

Importance: Understanding the relationship between patients' clinical characteristics and outcomes is fundamental to medicine. When critically ill patients die after withdrawal of life-sustaining therapy (WLST), the inability to observe the potential for recovery with continued aggressive care could bias future clinical decisions and research.

Objective: To quantify the frequency with which experts consider patients who died after WLST following resuscitated cardiac arrest to have had recovery potential if life-sustaining therapy had been continued.

Design, setting, and participants: This prospective cohort study included comatose adult patients (aged ≥18 years) treated following resuscitation from cardiac arrest at a single academic medical center …

Ancestral Differences In Anticancer Treatment Efficacy And Their Underlying Genomic And Molecular Alterations, Mei Luo, Jingwen Yang, Alejandro A Schäffer, Chengxuan Chen, Yuan Liu, Yamei Chen, Chunru Lin, Lixia Diao, Yong Zang, Yanyan Lou, Huda Salman, Gordon B Mills, Eytan Ruppin, Leng Han

Faculty, Staff and Student Publications

Systematic multi-omics analysis revealed ancestry-dependent molecular alterations, but their impact on the efficacy of anti-cancer treatment is yet largely unknown. Here, we analyzed clinical trials from ClinicalTrials.gov and found that only 8,779/102,721 (8.5%) oncology clinical trials posted information on enrollment by race/ethnicity. The underrepresentation of non-White populations suggests that it remains challenging to determine differences in the efficacy of anti-tumor treatments among different racial groups. Through a comprehensive analysis of clinically actionable genes, imputed drug responses, and immune features, we identified potential differences in treatment response to targeted, chemo and immunotherapies between different ancestral populations. Further analysis of multiple independent …

Gain-Of-Function Chromatin Remodeling Activity Of Oncogenic Foxl2c134w Reprograms Glucocorticoid Receptor Occupancy To Drive Granulosa Cell Tumors, Thomas Welte, Veena K Vuttaradhi, Eleonora Y Khlebus, Allison Brodsky, Alejandra Flores Legarreta, Joseph Celestino, Reid T Powell, Clifford C Stephan, Nghi Nguyen, Jian Li, Shiro Takamatsu, Katherine Calzoncinth, Anil K Sood, David M Gershenson, P Andrew Futreal, Barrett Lawson, R Tyler Hillman

Faculty, Staff and Student Publications

Adult type ovarian granulosa cell tumors (AGCT) are rare malignancies with the near universal c.C402G (p.Cys134Trp) somatic mutation in FOXL2, a forkhead box family transcription factor important for ovarian function. Relapsed AGCT is incurable, but the mechanism of the unique FOXL2 mutation could confer therapeutic vulnerabilities. To identify FOXL2C134W-dependent pharmacologic synergies, we created and characterized endogenous FOXL2 isogenic AGCT cells and an AGCT tumoroid biobank. A drug screen identified that glucocorticoids promote FOXL2C134W-dependent AGCT growth. Epigenetic investigation revealed that the Cys134Trp mutation exposes latent DNA sequence-specific chromatin remodeling activity in FOXL2. FOXL2C134W-dependent chromatin remodeling activity redirected glucocorticoid receptor chromatin occupancy …

A Novel Sensitivity Maximization At A Given Specificity Method For Binary Classifications, Seyyed Mahmood Ghasemi, Chunhui Gu, Johannes F Fahrmann, Samir Hanash, Kim-Anh Do, James P Long, Ehsan Irajizad

Faculty, Staff and Student Publications

In the cancer early detection field, logistic regression (LR) is a frequently used approach to establish a combination rule that differentiates cancer from noncancer. However, the application of LR relies on a maximum likelihood approach, which may not yield optimal combination rules for maximizing sensitivity at a clinically desirable specificity and vice versa. In this article, we have developed an improved regression framework, sensitivity maximization at a given specificity (SMAGS), for binary classification that finds the linear decision rule, yielding the maximum sensitivity for a given specificity or the maximum specificity for a given sensitivity. We additionally expand the framework …

Training Protocol And Calibration Of The International Caries Detection And Assessment System In A School-Based Clinical Trial Of Elementary School-Age Children, Jose-Miguel Yamal, Dania Mofleh, Ru-Jye Chuang, Mengxi Wang, Kila Johnson, Alejandra Garcia-Quintana, Tolulope Titiloye, Suchitra Nelson, Shreela V Sharma

Faculty, Staff and Student Publications

Objectives: This paper demonstrates International Caries Detection and Assessment System (ICDAS) training procedures and inter/intra-examiner reliability for lesion severity, activity, and filling criteria in an elementary school setting.

Methods: ICDAS training was conducted in December 2021 prior to a school-based cluster-randomized controlled trial. A total of 59 children (6-8 years old) in grades 1-2 from one school in Houston, Texas were recruited. Two licensed dentists received a 5-day training from an ICDAS trainer at the participating school. Thirty-eight children were evaluated at least once by each dental trainee, and 18 had repeat examinations. The ICDAS criteria were used to classify …

Use Of Robust Norming To Create A Sensitive Cognitive Summary Score In De Novo Parkinson's Disease: An Illustrative Example, Daniel Weintraub, Michael C Brumm, Ryan Kurth, Michele K York

Faculty, Staff and Students Publications

Background: Cognitive impairment is common at all stages of Parkinson's disease (PD), but there is no consensus on which neuropsychological tests to use or how to interpret cognitive battery results. A cognitive summary score (CSS) combines the richness of a neuropsychological battery with the simplicity of a single score.

Objective: The objective of this study was to determine whether a CSS created using robust norming can detect early cognitive deficits in de novo, untreated PD.

Methods: Baseline cognitive data from PD participants and healthy control participants (HCs) in the Parkinson's Progression Markers Initiative were used to (1) create a robust …

Revisiting Diagnostics: High Priority Tuberculosis Diagnostic Tests That Fill An Unmet Need: What We Need And What We Do Not Need, Christoph Lange, Anna Maria Mandalakas, Troels Lillebaek, Dumitru Chesov, Keertan Dheda, Francesca Saluzzo

Faculty, Staff and Students Publications

No abstract provided.

Visible Light Polarization-Sensitive Optical Coherence Tomography With Balanced Detection, Bahar Baradaran, Adam J Black, Sarah R Heilbronner, Taner Akkin

Faculty, Staff and Students Publications

Significance: We introduce a visible-light polarization-sensitive optical coherence tomography (PS-OCT) system that operates in the spectral domain with balanced detection (BD) capability. While the BD improves the signal-to-noise ratio (SNR), the use of shorter wavelengths improves spatial resolution and birefringence sensitivity.

Aim: We aim to implement a new optical design, characterize its performance, and investigate the imaging potential for biological tissues.

Approach: The design utilizes a unique interferometer and a custom spectrometer that captures four highly aligned spectra with a single area/multi-line camera. Each pair of spectral lines is highly aligned, and their subtraction yields balanced detected spectra of the …

Phase 3 Validation Of Paam For Hepatocellular Carcinoma Risk Stratification In Cirrhosis, Naoto Fujiwara, Camden Lopez, Tracey L Marsh, Indu Raman, Cesia A Marquez, Subhojit Paul, Sumit K Mishra, Naoto Kubota, Courtney Katz, Hiroaki Kanzaki, Michael Gonzalez, Lisa Quirk, Sneha Deodhar, Pratibha Selvakumar, Prithvi Raj, Neehar D Parikh, Lewis R Roberts, Myron E Schwartz, Mindie H Nguyen, Alex S Befeler, Stephanie Page-Lester, Sudhir Srivastava, Ziding Feng, K Rajender Reddy, Saira Khaderi, Sumeet K Asrani, Fasiha Kanwal, Hashem B El-Serag, Jorge A Marrero, Amit G Singal, Yujin Hoshida

Faculty, Staff and Students Publications

Background & aims: Hepatocellular carcinoma (HCC) risk stratification is an urgent unmet need for cost-effective HCC screening and early detection in patients with cirrhosis to improve poor HCC prognosis.

Methods: Molecular (prognostic liver secretome signature with α-fetoprotein) and clinical (aMAP [age, male sex, albumin-bilirubin, and platelets] score) variable-based scores were integrated into PAaM (prognostic liver secretome signature with α-fetoprotein plus age, male sex, albumin-bilirubin, and platelets), which was subsequently validated in 2 phase 3 biomarker validation studies: the statewide Texas HCC Consortium and nationwide HCC Early Detection Strategy prospective cohorts, following the prospective specimen collection, retrospective blinded evaluation design. The …

The Association Between Gulf War Illness And Suicidal Thoughts And Behaviors Among Gulf War Era Veterans, Rachele K Lipsky, Drew A Helmer, Jean C Beckham, Patrick S Calhoun, Mary Jo Pugh, Nathan A Kimbrel

Faculty, Staff and Students Publications

The rate of death by suicide is elevated among Veterans of all eras. Chronic symptoms of pain, depression, and sleep disturbances are also common among Veterans, and these symptoms are associated with suicidal thoughts and behaviors. About 25% of the 697,000 Gulf War Era Veterans deployed to the Persian Gulf theater in 1990-1991 remain afflicted with chronic, unexplained symptoms known as Gulf War Illness (GWI). This study used data from a national sample of Gulf War Veterans (N = 1142) who completed a survey of demographic, military, and health information. Multivariable logistic regression models, controlling for confounding variables, tested for …

Epidemiology Of Diagnostic Errors In Pediatric Emergency Departments Using Electronic Triggers, Prashant Mahajan, Emily White, Kathy Shaw, Sarah J Parker, James Chamberlain, Richard M Ruddy, Elizabeth R Alpern, Jacqueline Corboy, Andrew Krack, Brandon Ku, Daphne Morrison Ponce, Asha S Payne, Elizabeth Freiheit, Gregor Horvath, Giselle Kolenic, Michele Carney, Nicole Klekowski, Karen J O'Connell, Hardeep Singh

Faculty, Staff and Students Publications

Objectives: We applied three electronic triggers to study frequency and contributory factors of missed opportunities for improving diagnosis (MOIDs) in pediatric emergency departments (EDs): return visits within 10 days resulting in admission (Trigger 1), care escalation within 24 h of ED presentation (Trigger 2), and death within 24 h of ED visit (Trigger 3).

Methods: We created an electronic query and reporting template for the triggers and applied them to electronic health record systems of five pediatric EDs for visits from 2019. Clinician reviewers manually screened identified charts and initially categorized them as "unlikely for MOIDs" or "unable to rule …

Evaluation Of Enzyme Activity Predictions For Variants Of Unknown Significance In Arylsulfatase A, Shantanu Jain, Marena Trinidad, Thanh Binh Nguyen, Kaiya Jones, Santiago Diaz Neto, Fang Ge, Ailin Glagovsky, Cameron Jones, Giankaleb Moran, Boqi Wang, Kobra Rahimi, Sümeyra Zeynep Çalıcı, Luis R Cedillo, Silvia Berardelli, Buse Özden, Ken Chen, Panagiotis Katsonis, Amanda Williams, Olivier Lichtarge, Sadhna Rana, Swatantra Pradhan, Rajgopal Srinivasan, Rakshanda Sajeed, Dinesh Joshi, Eshel Faraggi, Robert Jernigan, Andrzej Kloczkowski, Jierui Xu, Zigang Song, Selen Özkan, Natàlia Padilla, Xavier De La Cruz, Rocio Acuna-Hidalgo, Andrea Grafmüller, Laura T Jiménez Barrón, Matteo Manfredi, Castrense Savojardo, Giulia Babbi, Pier Luigi Martelli, Rita Casadio, Yuanfei Sun, Shaowen Zhu, Yang Shen, Fabrizio Pucci, Marianne Rooman, Gabriel Cia, Daniele Raimondi, Pauline Hermans, Sofia Kwee, Ella Chen, Courtney Astore, Akash Kamandula, Vikas Pejaver, Rashika Ramola, Michelle Velyunskiy, Daniel Zeiberg, Reet Mishra, Teague Sterling, Jennifer L Goldstein, Jose Lugo-Martinez, Sufyan Kazi, Sindy Li, Kinsey Long, Steven E Brenner, Constantina Bakolitsa, Predrag Radivojac, Dean Suhr, Teryn Suhr, Wyatt T Clark

Faculty, Staff and Students Publications

Continued advances in variant effect prediction are necessary to demonstrate the ability of machine learning methods to accurately determine the clinical impact of variants of unknown significance (VUS). Towards this goal, the ARSA Critical Assessment of Genome Interpretation (CAGI) challenge was designed to characterize progress by utilizing 219 experimentally assayed missense VUS in the Arylsulfatase A (ARSA) gene to assess the performance of community-submitted predictions of variant functional effects. The challenge involved 15 teams, and evaluated additional predictions from established and recently released models. Notably, a model developed by participants of a genetics and coding bootcamp, trained with standard machine-learning …

Resolving The Contrasting Leaf Hydraulic Adaptation Of C3 And C4 Grasses, Alec S Baird, Samuel H Taylor, Jessica Pasquet-Kok, Christine Vuong, Yu Zhang, Teera Watcharamongkol, Hervé Cochard, Christine Scoffoni, Erika J Edwards, Colin P Osborne, Lawren Sack

Faculty, Staff and Students Publications

Grasses are exceptionally productive, yet their hydraulic adaptation is paradoxical. Among C3 grasses, a high photosynthetic rate (Aarea) may depend on higher vein density (Dv) and hydraulic conductance (Kleaf). However, the higher Dv of C4 grasses suggests a hydraulic surplus, given their reduced need for high Kleaf resulting from lower stomatal conductance (gs). Combining hydraulic and photosynthetic physiological data for diverse common garden C3 and C4 species with data for 332 species from the published literature, and mechanistic modeling, we validated a framework for linkages of photosynthesis with hydraulic transport, anatomy, and adaptation to aridity. C3 and C4 grasses had …

Upper Cervical Spinal Cord Atrophy In Ms: Sex, Menopause, And Neurodegeneration, Burcu Zeydan, Jiye Son, Nur Neyal, Christopher G Schwarz, Elizabeth J Atkinson, Holly A Morrison, Nabeela Nathoo, Kejal Kantarci, Eoin P Flanagan, John D Port, Orhun H Kantarci

Faculty, Staff and Students Publications

Background: Spinal cord (SC) atrophy is a key imaging biomarker of progressive multiple sclerosis (MS). Progressive MS is more common in men and postmenopausal women.

Objective: Investigate the impact of sex and menopause on SC measurements in persons with MS (pwMS).

Methods: In pwMS and age- and sex-matched controls, upper cervical SC area from brain MRI (UCCbrain) was obtained. Impact of sex and menopause on UCCbrain (adjusted for total intracranial volume) and its association with progression and disability, including MS functional composite (MSFC), were investigated.

Results: UCCbrain was smaller in pwMS (n = 118, 51.4 ± 5.3 mm2) than …

Comprehensive Normalization And Binary Classification Methods For Enhanced Sensitivity And Reproducibility In Luminex Assay Quantitation, B A Burns, C A Shaw, M Chandra, C S Forconi, A M Moormann, V Konduri, V N Tubman, W K Decker

Faculty, Staff and Students Publications

The Luminex assay is a powerful tool for large-scale quantitation of antibody levels and cytokines, but its utility can be limited by issues of specificity, sensitivity, and reproducibility. The corrections for background fluorescence and machine drift are essential steps in the normalization process. However, traditional methods often oversimplify these steps, failing to account for the complexity of the data, leading to the introduction of error and decreasing the sensitivity and reproducibility of the analysis. Furthermore, conventional methods to determine cut-points in binary measures do not consider the true distribution of the data, leading to arbitrary cut-points that compromise the integrity …