Digital Commons Network^™

Human Papillomavirus Integration Induces Oncogenic Host Gene Fusions In Oropharyngeal Cancers, Nusrat Khan, Keiko Akagi, Shiming Jiang, Joe Dan Dunn, Bo Jiang, Weihong Xiao, Madison P O'Hara, Li Shen, Qi Wang, Vakul Mohanty, Jing Wang, Sara Goodwin, Jamie L Hutchins, Kevin R Coombes, Jagannadha K Sastry, David E Symer, Maura L Gillison

Faculty, Staff and Student Publications

HPV integration disrupts host genomic structure and expression, but whether these alterations promote cancer development remains unclear. Multiple genomic analyses of oropharyngeal cancers identified several host fusion genes, including recurrent FGFR3-TACC3 fusions, expressed from rearranged genomic loci adjacent to HPV integration sites. Evolutionary modeling implicated integration of virus concatemers into the host genome as a common initiating event in fusion formation. Co-expression of HPV16 E6/E7 and FGFR3-TACC3, but neither alone, was sufficient for tumor development in both xenograft and syngeneic mouse models and led to unique transcriptional programs implicated in carcinogenesis. FGFR3-TACC3 expression decreased the ubiquitination and degradation of …

Dissecting Microbial Communities With Single-Cell Transcriptome Analysis, Andrew W Pountain, Itai Yanai

Faculty, Staff and Student Publications

Revealing insights into the function of microbial communities requires moving beyond measuring bulk taxonomic composition to detecting interactions between subpopulations. Following the transformative impact of single-cell gene expression profiling techniques on numerous fields of human biology, recent years have seen increased application to microbes. We review progress in the development of these techniques and discuss challenges in applying them to microbial communities. We highlight applications for dissecting the microbiome in human health and disease that reveal functional heterogeneity within gut communities, antibiotic responses, and the dynamics of mobile genetic elements. As single-cell gene expression technologies continue to develop, they are …

Lewy Body Dementia Promotion By Air Pollutants, Xiaodi Zhang, Haiqing Liu, Xiao Wu, Longgang Jia, Kundlik Gadhave, Lena Wang, Kevin Zhang, Hanyu Li, Rong Chen, Ramhari Kumbhar, Ning Wang, Chantelle E Terrillion, Bong Gu Kang, Bin Bai, Minhan Park, Ma Cristine Faye Denna, Shu Zhang, Wenqiang Zheng, Denghui Ye, Xiaoli Rong, Liu Yang, Lili Niu, Han Seok Ko, Weiyi Peng, Lingtao Jin, Mingyao Ying, Liana S Rosenthal, David W Nauen, Alex Pantelyat, Mahima Kaur, Kezia Irene, Liuhua Shi, Rahel Feleke, Sonia García-Ruiz, Mina Ryten, Valina L Dawson, Francesca Dominici, Rodney J Weber, Xuan Zhang, Pengfei Liu, Ted M Dawson, Shizhong Han, Xiaobo Mao

Faculty, Staff and Student Publications

Evidence links air pollution to dementia, yet its role in Lewy body dementia (LBD) remains unclear. Here we showed in a cohort of 56.5 million individuals across the U.S. that PM2.5 exposure raises LBD risk. Mechanistically, we found PM2.5 exposure led to brain atrophy in wild-type mice, an effect not seen in α-synuclein (αSyn)-deficient mice. PM2.5 exposure generated a highly pathogenic αSyn strain, PM-PFF, with enhanced proteinase K-resistance and neurotoxicity, resembling αSyn LBD strains. PM2.5 samples from China, the U.S., and Europe consistently induced proteinase-resistant αSyn strains and in vivo pathology. Transcriptomic analyses revealed shared responses between PM2.5-exposed mice and …

Detection Of Cancers Three Years Prior To Diagnosis Using Plasma Cell-Free Dna, Yuxuan Wang, Corinne E Joshu, Samuel D Curtis, Christopher Douville, Vernon A Burk, Meng Ru, Maria Popoli, Janine Ptak, Lisa Dobbyn, Natalie Silliman, Josef Coresh, Eric Boerwinkle, Anna Prizment, Chetan Bettegowda, Kenneth W Kinzler, Nickolas Papadopoulos, Elizabeth A Platz, Bert Vogelstein

Faculty, Staff and Student Publications

To explore how early can cancers be detected prior to clinical signs or symptoms, we assessed prospectively collected serial plasma samples from the Atherosclerosis Risk in Communities (ARIC) study, including 26 participants diagnosed with cancer and 26 matched controls. At the index time point, eight of these 52 participants scored positively with a multicancer early detection (MCED) test. All eight participants were diagnosed with cancer within 4 months after blood collection. In six of these 8 participants, we were able to assess an earlier plasma sample collected 3.1 to 3.5 years prior to clinical diagnosis. In four of these six …

Tet2-Mutant Myeloid Cells Mitigate Alzheimer’S Disease Progression Via Cns Infiltration And Enhanced Phagocytosis In Mice, Katie A Matatall, Trisha K Wathan, Minh Nguyen, Hu Chen, Alexandra Mcdonald, Guantong Qi, Julia A Belk, Marcus A Florez, Duy T Le, Temitope Olarinde, Caitlyn Vlasschaert, Marco M Buttigieg, Chih-Wei Fan, Saul Carcamo, Ruoqiong Cao, Daniel E Kennedy, Arushana A Maknojia, Apoorva Thatavarty, Josaura V Fernandez Sanchez, Hind Bouzid, Surabi Veeraragavan, Susan Crocker, Margaret A Goodell, Antony Rodriguez, Siddhartha Jaiswal, Michael J Rauh, Eirini P Papapetrou, Samuele G Marro, Katherine Y King

Faculty, Staff and Students Publications

No abstract provided.

Dietary And Consumer Behaviors In Individuals Currently Using Substances: A Cross-Sectional Study Based On Nhanes (2013 - 2018), A Sarah Cohen, Marylou Cardenas-Turanzas, Audrey Lopez, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

Background: Substance use disorders (SUD) are associated with metabolic dysregulation and nutritional deficiencies. Studies show that incorporating nutrition interventions into treatment may improve physical and psychological health. This study sought to explore dietary and consumer behavior in individuals currently using substances.

Methods: Data from the 2013 - 2018 National Health and Nutrition Examination Survey were used for this cross-sectional study. Individuals 18 - 69 who were currently using marijuana, cocaine, heroin, methamphetamines, or injected unprescribed drugs were compared with individuals not using substances. Dietary and consumer behavior, including alcohol consumption was assessed. Analyses were performed using Stata I/C version 15. …

Persistent Na+ Current Couples Spreading Depolarization To Seizures In Scn8a Gain-Of-Function Mice, Isamu Aiba, Yao Ning, Jeffrey L Noebels

Faculty, Staff and Students Publications

Spreading depolarization (SD) is a slowly propagating wave of massive cellular depolarization that transiently impairs the function of affected brain regions. Although SD typically arises as an isolated hemispheric event, we previously reported that reducing M-type potassium current (IKM) by ablation of Kcnq2 in forebrain excitatory neurons results in tightly coupled spontaneous bilateral seizure–SD complexes in the awake mouse cortex.

Here we find that enhanced persistent Na+ current attributable to gain-of-function mutations in Scn8a (N1768D/+, hereafter D/+) produces a similar compound cortical excitability phenotype. Chronic direct-current (DC)-band EEG recording detected spontaneous bilateral seizure–SD complexes accompanied by seizures with …

An Allele-Agnostic Mutant-Kras Inhibitor Suppresses Tumor Maintenance Signals And Reprograms Tumor Immunity In Pancreatic Cancer, Kathleen M Mcandrews, Francesca Paradiso, Clint A Stalnecker, Benson S Chellakkan, Fredrik I Thege, David H Peng, Barbara A Moreno Diaz, Hikaru Sugimoto, Sarah I Patel, Krishnan K Mahadevan, Michelle L Kirtley, Danielle Wills, Amari M Sockwell, Andre Luis F Fonseca, Yunhe Liu, Kimal I Rajapakshe, Nathaniel G Yee, Phuong Thao Tran, Huda Alchikh Omar, Antonio Tedeschi, Fiorella Schischlik-Siegl, Andrew S Boghossian, Matthew G Rees, Melissa M Ronan, Jennifer A Roth, Dorothea Rudolph, Martin Aichinger, Florian Ebner, Artem V Artemov, Jesse Lipp, Laura Pisarsky, Valerie Laura Herrmann, John Park, Jörg F Rippmann, Otmar Schaaf, Vanessa Chandler, Mariah Williams, Charles E Deckard, Linghua Wang, Channing J Der, Christopher Vellano, Paola A Guerrero, Timothy P Heffernan, Raghu Kalluri, Anirban Maitra

Faculty, Staff and Student Publications

KRAS is among the most frequently mutated oncogenes in cancer, and for decades, efforts at pharmacological blockade of its function in solid cancers have been unsuccessful. A notable advance in this endeavor is the recent development of small molecule KRAS inhibitors, which enable direct targeting of the mutant oncoprotein. Here, we comprehensively evaluate the pre-clinical efficacy of BI-2493 a panKRASi, a first-in-class allele agnostic mutant KRAS inhibitor, in pancreatic ductal adenocarcinoma (PDAC). We report effective tumor growth suppression across a broad range of models, including cell lines, patient-derived xenografts (PDXs), syngeneic orthotopic models, and prolonged survival in genetically engineered mouse …

An Isoform-Specific Runx1c-Btg2 Axis Governs Aml Quiescence And Chemoresistance, Cuijuan Han, Zhiping Zhang, Edie I Crosse, Sogand Sajedi, Bin Lu, Xiyue Wang, Sadik Karma, Mitch Kostich, Sakthi Harini Rajendran, Dylan B Udy, Steven Chen, Alexander Arnuk, Abimbola Eunice Lawal, Kayla R Koenig, Meryl Mckenna, Patrick K Reville, Hussein A Abbas, Omar Abdel-Wahab, Pedro Miura, Robert K Bradley, Eric Wang

Faculty, Staff and Student Publications

Aberrant levels or structures of RNA isoforms are a hallmark of many cancers, including acute myeloid leukemia (AML), yet their role in AML chemoresistance remains unclear. We conducted a paired analysis of RNA isoform changes in patients with AML before therapy and at relapse after chemotherapy and identified intragenic DNA methylation at the proximal promoter of the transcription factor RUNX1, which resulted in elevated expression of the long-isoform RUNX1C through its alternative distal promoter. The unique N-terminal region of RUNX1C orchestrated an isoform-specific transcriptional program that promoted chemoresistance, with its direct target BTG2 playing a role in chemotherapy resistance. …

Barriers And Facilitators To Surgical Trainee Psychological Safety, Jennifer H Chen, Alyssa A Pradarelli, Julie Evans, Niki Matusko, Norah N Naughton, Roy Phitayakorn, John T Mullen, Lily Chang, Melissa Johnson, Thavam Thambi-Pillai, Jon Ryckman, Melissa Alvarez-Downing, Nell Maloney Patel, Sebastiano Cassaro, Felicia Ivascu, David T Hughes, Gurjit Sandhu

Faculty, Staff and Students Publications

Importance: Although psychological safety has been shown to be imperative for effective learning, specific factors associated with its presence in surgical training have not been well characterized.

Objective: To identify barriers and facilitators to psychological safety for surgical trainees in the clinical learning environment.

Design, setting, and participants: This qualitative study was conducted from February 20 to May 2, 2024, among 25 trainees in general surgery and 3 surgical subspecialty programs at 9 teaching hospitals-4 university-based, 3 community-based, and 2 community-based, university-affiliated hospitals.

Exposure: Participation in surgical training.

Main outcomes and measures: Participants were asked to share their perspectives and …

Genome-Wide Insights Into The Genes And Pathways Shaping Human Foveal Development: Redefining The Genetic Landscape Of Foveal Hypoplasia, Callum Hunt, Ha-Jun Yoon, Alvin Lirio, Kayesha Coley, Jun Wang, Nick Shrine, Jianming Shao, Gail D E Maconachie, Zhanhan Tu, Jonathan H Zippin, Pirro G Hysi, Christopher J Hammond, Omar A Mahroo, Mariya Moosajee, Michel Michaelides, Andrew R Webster, Ala Moshiri, Rui Chen, Martin D Tobin, Chiara Batini, Mervyn G Thomas, Uk Biobank Eye And Vision Consortium

Faculty, Staff and Students Publications

Purpose: To define the genetic architecture of foveal morphology and explore its relevance to foveal hypoplasia (FH), a hallmark of developmental macular disorders.

Methods: We applied deep-learning algorithms to quantify foveal pit depth from central optical coherence tomography (OCT) B-scans in 61,269 UK Biobank participants. A genome-wide association study (GWAS) was conducted using REGENIE, adjusting for age, sex, height, and ancestry. Rare coding variants (frequency < 1%) were analyzed in an exome-wide rare-variant association study (RVAS). Candidate genes were prioritized using integrative mapping; pathway, cross-ancestry, and genetic-correlation analyses were exploratory.

Results: GWAS identified 126 sentinel variants, including 47 novel associations. Integrative mapping prioritized 129 putative causal genes, with 64 not previously implicated in foveal biology. Enriched pathways included retinoic acid metabolism (e.g., CYP26A1), photoreceptor differentiation …

Corrigendum To Autophagy Differentially Regulates Tissue Tolerance Of Distinct Target Organs In Graft-Versus-Host Disease Models, Katherine Oravecz-Wilson, Emma Lauder, Austin Taylor, Laure Maneix, Jeanine L Van Nostrand, Yaping Sun, Lu Li, Dongchang Zhao, Chen Liu, Pavan Reddy

Faculty, Staff and Students Publications

This corrects the article "Autophagy differentially regulates tissue tolerance of distinct target organs in graft-versus-host disease models" in volume 134, e167369.

Scenario Projections Of Covid-19 Burden In The Us, 2024-2025, Sara L Loo, Sung-Mok Jung, Lucie Contamin, Emily Howerton, Samantha J Bents, Harry Hochheiser, Michael C Runge, Claire P Smith, Erica C Carcelén, Katie Yan, Joseph C Lemaitre, Emily Przykucki, Clifton D Mckee, Koji Sato, Allison L Hill, Matteo Chinazzi, Jessica T Davis, Clara Bay, Alessandro Vespignani, Shi Chen, Rajib Paul, Daniel Janies, Jean-Claude Thill, Sean M Moore, T Alex Perkins, Ajitesh Srivastava, Majd Al Aawar, Kaiming Bi, Shraddha Ramdas Bandekar, Anass Bouchnita, Spencer J Fox, Lauren Ancel Meyers, Przemyslaw Porebski, Srinivasan Venkatramanan, Bryan Lewis, Jiangzhuo Chen, Madhav Marathe, Michal Ben-Nun, James Turtle, Pete Riley, Katriona Shea, Cécile Viboud, Justin Lessler, Shaun Truelove

Faculty, Staff and Student Publications

Importance: COVID-19 remains a disease with high burden in the US, prompting continued debate about optimal targets for annual vaccination.

Objective: To project COVID-19 burden in the US for April 2024 to April 2025 under 6 scenarios of immune escape (20% and 50% per year) and levels of vaccine recommendation (no recommendation, vaccination for individuals at high risk only, vaccination for all eligible groups) and to assess the potential benefit of vaccine recommendations in reducing disease burden.

Design, setting, and participants: For this decision analytical model, the US Scenario Modeling Hub, a collaborative modeling effort, convened 9 teams to provide …

Optimal Medical Care And Coronary Flow Capacity-Guided Myocardial Revascularization Vs Usual Care For Chronic Coronary Artery Disease: The Century Trial, K Lance Gould, Nils P Johnson, Amanda E Roby, Richard Kirkeeide, Mary Haynie, Tung Nguyen, Linh Bui, Monica B Patel, Danai Kitkungvan, Patricia Mendoza, Dejian Lai, Ruosha Li, Stefano Sdringola, David Mcpherson, Jagat Narula

Faculty, Staff and Student Publications

Background and aims: The randomized CENTURY trial tested the hypothesis that a comprehensive strategy integrating intense lifestyle modification and aggressive medical management to goals with revascularization reserved for severely reduced coronary flow capacity (CFC) by positron emission tomography (PET) would reduce risk factors, subsequent revascularization, death and myocardial infarction (MI) compared with standard of care in chronic stable coronary artery disease (CAD).

Methods: Participants were randomly assigned to standard or comprehensive care groups. Rest-stress PET quantified CFC for physiological CAD severity at baseline, 2, 5, and up to 11 years. The comprehensive care group reviewed PET results with frequent clinic …

Chp1 Promotes Lipid Droplet Growth And Regulates The Localization Of Key Enzymes For Triacylglycerol Synthesis, Guang Yang, Ximing Du, Dougall Norris, Armella Zadoorian, Yuyuan Zheng, Mingming Gao, Andrew J Brown, Shane T Grey, Chun Zhou, Hongyuan Yang

Faculty, Staff and Student Publications

The glycerol-3-phosphate (G-3-P) pathway is central to the synthesis of triacylglycerols (TAGs) and glycerophospholipids, essential for membrane biogenesis and lipid storage. The first and rate-limiting step in this pathway is catalyzed by glycerol-3-phosphate acyltransferases (GPATs), with microsomal GPAT3 and GPAT4 being evolutionarily conserved and predominant in most tissues. While previous studies have implicated Calcineurin B homologous protein 1 (CHP1) as a cofactor for GPAT4, the broader role of CHP1 in regulating microsomal GPATs and TAG biosynthesis remains unclear. Here, we demonstrate that CHP1 is a critical regulator of both GPAT3 and GPAT4, essential for their stability, enzymatic activity, and lipid …

Functional Connectivity Predicting Transdiagnostic Treatment Outcomes In Internalizing Psychopathologies, Kai Zhang, Heide Klumpp, Jagan Jimmy, K Luan Phan, Mohammed R Milad, Zhenfu Wen

Faculty, Staff and Student Publications

Importance: Predicting treatment outcomes for internalizing psychopathologies (IPs), such as depression and anxiety, holds promise for advancing precision medicine. The extent to which whole-brain functional connectivity (FC) can predict treatment responses for patients with IPs across different therapeutic modalities remains unclear.

Objective: To examine whether pretreatment FC patterns predict multidimensional treatment outcomes in patients with IPs and whether predictive performance generalizes across diagnoses and treatment modalities.

Design, setting, and participants: This prognostic study analyzed baseline neuroimaging and clinical data from patients with IPs enrolled in 1 of 2 randomized clinical trials (conducted from December 2013 to February 2018 and September …

Identification Of An Rsph4a Founder Variant And Newborn Screening For Primary Ciliary Dyskinesia, Wilfredo De Jesús-Rojas, Katherine P Guerra-Torres, Alondra J Rosado-Ayala, Edwin L Acevedo-Soto, Marcos J Ramos-Benitez, Ricardo A Mosquera

Faculty, Staff and Student Publications

This cross-sectional study estimates the prevalence of an RSPH4A variant identified in Puerto Rico in an effort to evaluate the feasibility of targeted newborn screening for primary ciliary dyskinesia (PCD).

Commensal Colonization Of Candida Albicans In The Mouse Gastrointestinal Tract Is Mediated Via Expression Of Candidalysin And Adhesins, Kelsey E Mauk, Pedro Miramón, Michael C Lorenz, Léa Lortal, Julian R Naglik, Bernhard Hube, Lynn Bimler, Farrah Kheradmand, David B Corry

Faculty, Staff and Students Publications

The ubiquitous fungal pathogen Candida albicans has the potential to either asymptomatically colonize the gastrointestinal (GI) tract or become an invasive pathogen through mechanisms that remain incompletely understood. Here we explored the fungal, host, and environmental factors that influence the ability of C. albicans to colonize the mouse GI tract using a representative clinical strain, CLCA10. After a single gavage challenge (5 × 106 CFU C. albicans), specific pathogen-free (SPF) mice remained colonized with C. albicans strain CLCA10, but not other Candida species, for at least 58 days with the fungus confined largely to the gut luminal …

Encapsulation Of Disease-Causing And Commensal Mitis Group Non-Pneumococcal Streptococci, Daniel M Musher, Mathias Müsken, M John Hicks, Lesley Mcgee, Bernard Beall

Faculty, Staff and Students Publications

Background: Mitis group non-pneumococcal streptococci (MGNPS), specifically Streptococcus mitis, Streptococcus infantis and Streptococcus oralis, have recently been shown to cause pneumonia and/or bacteremia. These organisms often have capsular (cps) operons resembling those in pneumococci, and some express cps-generated polysaccharides that antigenically cross-react with pneumococcal capsular serotypes. But, to date, a series of MGNPS isolates has not been studied by electron microscopy (EM) for the presence of a capsule.

Methods: We studied 21 MGNPS; 11 were isolated from sputum and determined to have caused pneumonia, 3 were isolated from blood, and 7 were commensal isolates cultured …

Inhibition Of Mcl-1 And Mek Overcomes Mek Inhibitor Resistance In Triple-Negative And Inflammatory Breast Cancers, Mohd Mughees, Moises Tacam, Alex W Tan, Mary Kathryn Pitner, Lakesla R Iles, Xiaoding Hu, Emilly S Villodre, Bisrat G Debeb, Takahiro Kogawa, Bora Lim, Rachel M Layman, Wendy A Woodward, Naoto T Ueno, Debu Tripathy, Savitri Krishnamurthy, Yuan Qi, Lajos Pusztai, Jian Wang, Varsha Gandhi, Geoffrey Bartholomeusz, Chandra Bartholomeusz

Faculty, Staff and Student Publications

The MAPK pathway can drive resistance in highly aggressive breast cancers. Our previous work showed that the MEK inhibitor (MEKi) AZD6244 (selumetinib) prevented lung metastasis in a breast cancer xenograft model. In clinical studies, MEKis as single agents have had only modest activity against solid tumors due to the onset of resistance. Using synthetic lethality siRNA screening, we identified myeloid cell leukemia-1 (MCL-1) as a potential contributor to AZD6244 resistance. We hypothesized that MCL-1 promotes MEKi resistance in highly aggressive breast cancers and that MCL-1 inhibition overcomes AZD6244 resistance. We established two AZD6244-resistant cell lines: MDA-MB-231-R (triple-negative breast cancer) and …

Trends In Radiation Use From 2004 To 2020 Among Adolescents And Young Adults With Hodgkin Lymphoma, Kelsey L Corrigan, Amy M Berkman, Jillian Gunther, Clark R Andersen, Susan Wu, Amber Gibson, Branko Cuglievan, Miriam B Garcia, Gohar Manzar, Penny Fang, Brian De, Sairah Ahmed, Cesar Nunez, Michelle A T Hildebrandt, David C Mccall, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Background: Hodgkin lymphoma has excellent survival rates in adolescents and young adults (AYA, diagnosed between ages 15 and 39 years). However, survivors are at risk of treatment-related late effects. Whereas radiotherapy (RT) de-escalation/omission has emerged as an approach to minimize late effects, no prior studies have evaluated RT use over time in AYAs with Hodgkin lymphoma.

Methods: Using the National Cancer Database, we identified 40,717 AYAs diagnosed with Hodgkin lymphoma between 2004 and 2020. Differences in sociodemographic and clinical variables were assessed using a two-sample two-sided t test or χ2 test. RT use was summarized per year by frequency with …

Auricular Point Acupressure For Older Adults With Chronic Low Back Pain: A Randomized Controlled Trial, Jennifer Kawi, Chao Hsing Yeh, Nada Lukkahatai, Hulin Wu, Natalia E Morone, Ronald Glick, Elizabeth A Schlenk, Claudia Campbell, Johannes Thrul, Xinran Huang, Hongyu Wang, Hejingzi Monica Jia, Paul Christo, Constance Johnson

Faculty, Staff and Student Publications

Objective: Efficacious modalities are limited in chronic low back pain (cLBP). We determined the efficacy of auricular point acupressure (APA) in older adults with cLBP.

Design: 3-arm randomized controlled trial.

Setting: Baltimore, Maryland.

Participants: Participants, ≥60 years with cLBP, were randomized (1:1:1) to APA with ear points targeted to cLBP (T-APA, n = 92), points nontargeted to cLBP (NT-APA, n = 91), or waitlist education control (n = 89), and followed up to 6 months (6M). Participants in the APA groups received 4 weekly APA sessions; the education control group received 4 weekly educational sessions.

Intervention: APA.

Main outcomes and …

Variational Temporal Deconfounder Network For Individualized Treatment Effect Estimation With Longitudinal Observational Data, Hao Dai, Yu Huang, Yuxi Liu, Xing He, Jingchuan Guo, Mattia Prosperi, Jiang Bian

Faculty, Staff and Student Publications

Objective: By leveraging real-world electronic health record (EHR) data, this study set out to estimate individualized treatment effects (ITE) in longitudinal observational settings to advance personalized medicine, addressing key challenges that are often observed in real-world clinical scenarios and pose statistical challenges, including hidden confounding and dynamic treatment regimens.

Methods: We propose the Variational Temporal Deconfounder Network (VTDNet), a novel framework designed to account for time-varying hidden confounding using a variational recurrent transformer-based autoencoder. Specifically, VTDNet comprises three critical components: a temporal Encoder-Decoder structure to capture hidden representation, a Treatment Block that captures interdependencies among multiple treatments, and a Potential …

Computational Analysis Of Dna Methylation From Long-Read Sequencing, Yilei Fu, Winston Timp, Fritz J Sedlazeck

Faculty, Staff and Students Publications

DNA methylation is a critical epigenetic mechanism in numerous biological processes, including gene regulation, development, ageing and the onset of various diseases such as cancer. Studies of methylation are increasingly using single-molecule long-read sequencing technologies to simultaneously measure epigenetic states such as DNA methylation with genomic variation. These long-read data sets have spurred the continuous development of advanced computational methods to gain insights into the roles of methylation in regulating chromatin structure and gene regulation. In this Review, we discuss the computational methods for calling methylation signals, contrasting methylation between samples, analysing cell-type diversity and gaining additional genomic insights, and …

Experiences Of Emotional Support Among Parents Of Children And Adolescents With Type 1 Diabetes: A Qualitative Study, Sahar S Eshtehardi, Marissa N Baudino, Barbara J Anderson, Deborah I Thompson, David G Marrero, Marisa E Hilliard

Faculty, Staff and Students Publications

Objective: Parents of youth with type 1 diabetes (T1D) experience substantial disease-specific demands and distress, yet their perceptions about the emotional support they receive related to the challenges of caring for a child with diabetes have not been well described. This research aimed to characterize the types of emotional support parents of youth with T1D receive and how they experience emotional support.

Methods: As part of a larger qualitative study on diabetes health-related quality of life, 23 parents (96% mothers) of youth with T1D (M age = 10.9 ± 3.8 years; 35% female) completed semi-structured interviews about various aspects of …

Spatial Omics Enters The Microscopic Realm: Opportunities And Challenges, Yichen Si, Joo Sang Lee, Goo Jun, Hyun Min Kang, Jun Hee Lee

Faculty, Staff and Students Publications

Spatial transcriptomics (ST) enables systematic profiling of whole-transcriptome gene expression in tissues while preserving spatial context. Recent advances in sequencing- and imaging-based ST technologies have ushered in the era of microscopic-resolution ST (μST), allowing transcriptome mapping at cellular and even subcellular scales with unprecedented precision. Despite these advances, μST faces substantial challenges, including sparse transcript discovery per submicron (or micron)-sized spatial units and data fragmentation across platforms, hindering integration and analysis. There is also a growing demand for scalable, segmentation-free, and universally applicable analysis methods, as well as strategies for 3D mapping, multi-omics integration, and artificial intelligence (AI)-driven spatial analysis. …

Prenatal Obsessive Beliefs Predict Postpartum Obsessive-Compulsive Symptoms: A Prospective Study, Jonathan S Abramowitz, Samantha N Hellberg, Janice Krasnow, Joseph B Friedman, Nicholas S Myers, Paul S Nestadt, Heidi J Ojalehto, Emily K Juel, Jack Samuels, Mary E Kimmel, Lauren M Osborne, Eric A Storch, Gerald Nestadt, Rashelle J Musci

Faculty, Staff and Students Publications

This longitudinal study examined whether specific cognitive patterns during pregnancy predict postpartum obsessive-compulsive (OC) symptoms. A diverse sample of 256 women was assessed at 20 weeks of pregnancy (Time 1), 6 weeks postpartum (Time 2; n = 233), and 6 months postpartum (Time 3; n = 231). At each point, participants completed interview and/or self-report measures of OC symptoms, psychological distress, and obsessive beliefs (i.e., cognitive patterns related to OC symptoms). Postpartum OC symptoms were common, reported by 87.1 % at Time 2 and 74.5 % at Time 3. Stronger prenatal obsessive beliefs during pregnancy predicted greater postpartum OC symptom …

A Functional Perspective On Astrocyte Heterogeneity, Wookbong Kwon, Michael R Williamson, Benjamin Deneen

Faculty, Staff and Students Publications

Astrocytes are glial cells of the central nervous system (CNS) that perform an array of diverse functions that are essential for brain activity. Studies on the functional diversity of astrocytes suggest that such diversity may be derived from specialized populations. We provide an overview of the current state of research on astrocyte diversity and outline current challenges and knowledge gaps while also examining the developmental origins of these populations and how their interactions with neurons contribute to their functional heterogeneity. We highlight recent studies that provide evidence for functionally diverse astrocyte populations under homeostatic conditions and as an adaptive response …

Circulating Fibroblast Growth Factor 21 And Growth Differentiation Factor 15 Are Associated With Severity Of Hepatic Steatosis In People With Hiv, Paula Debroy, F Pike, S Gawrieh, K E Corey, S Hartig, A Balasubramanyam, K Ailstock, N Funderburg, J E Lake

Faculty, Staff and Students Publications

BACKGROUND: Hepatic steatosis poses a significant health burden in people with HIV. Fibroblast growth factor 21 (FGF21) production from the liver regulates glucose metabolism. Higher serum levels of FGF21 are associated with hepatic steatosis and liver fibrosis in the general population. Growth differentiation factor 15 (GDF15) secretion from the liver is also upregulated in chronic inflammatory diseases and is associated with cardiovascular dysfunction in people with HIV. Here, we measured serum FGF21 and GDF15 concentrations in people with HIV and hepatic steatosis.

METHODS: A total of 177 people with HIV with no other known cause of liver disease underwent vibration-controlled …

Fluid Assessment Scoring Tool (Fast): Development Of A Novel Fluid Assessment Scoring Tool For Critically Ill Pediatric Patients-A Pilot Study, Mohammed Salameh, Pranali Awadhare, Jennifer Joiner, Michael Scheurer, Utpal Bhalala

Faculty, Staff and Students Publications

Introduction: Monitoring fluid balance (FB) is important yet challenging in the pediatric intensive care unit (PICU). Currently used, conventional methods of fluid assessment are either not feasible or unreliable. Also, there is a lack of composite scores or clinical algorithms that use different parameters of fluid status. We aim to develop a fluid assessment scoring tool (FAST) to clinically assess the fluid status of children in the PICU.

Methods: In this pilot study, we included critically ill patients aged 0-21 years who presented to our PICU between December 2020 and March 2021 and required invasive or non-invasive mechanical ventilation, inotropes, …