Digital Commons Network^™

Brain Morphology Mediators Of The Link Between Childhood Trauma And Bipolar Disorder: A Large-Scale International Analysis, Leonardo Tozzi, Maria R Dauvermann, Emma Corley, Andrea Fernandes, Melody J Y Kang, Yanghee Im, Leila Nabulsi, Roberto Goya-Maldonado, Klaus Berger, Marco Hermesdorf, Hilary P Blumberg, Lejla Colic, Tamsyn E Van Rheenen, Elysha Ringin, Susan L Rossell, James A Karantonis, Lisa S Furlong, Tilo Kircher, Frederike Stein, Udo Dannlowski, Dominik Grotegerd, Jair C Soares, Mon-Ju Wu, Giovana B Zunta-Soares, Benson Mwangi, Joaquim Radua, Enric Vilajosana, Eduard Vieta, Melissa J Green, Emilie Olie, Guillaume Clain, Francesco Benedetti, Elisa Melloni, Beatrice Bravi, Delfina Janiri, Daniela Vecchio, Fabrizio Piras, Nerisa Banaj, Gabriele Sani, Gloria Roberts, Janice M Fullerton, Bronwyn J Overs, Philip B Mitchell, Jonathan Savitz, Lakshmi N Yatham, Josselin Houenou, Marion Leboyer, Amanda Rodrigue, David C Glahn, Sophia I Thomopoulos, Neda Jahanshad, Paul M Thompson, Ole A Andreassen, Christopher R K Ching, Dara M Cannon, Yann Quidé, Enigma Bipolar Disorder Working Group

Faculty, Staff and Student Publications

Childhood trauma is a risk factor for bipolar disorder, but the biological mechanisms of this association remain incompletely defined. Gray matter differences observed after trauma exposure overlap with those reported in bipolar disorder, suggesting that the association between childhood trauma and bipolar disorder might be mediated through brain morphology.

Our goal was to determine whether cortical thickness, cortical surface or subcortical volume mediate the association between childhood trauma and bipolar disorder. We leveraged a large multi-site dataset from the ENIGMA Bipolar Disorder Working Group, comprising of 1,031 participants with bipolar disorder and 2,221 controls from 19 international cohorts. To identify …

Pregnancy Outcomes In Women With Heritable Thoracic Aortic Disease: Data From The Eorp Esc Registry Of Pregnancy And Cardiac Disease (Ropac) Iii, Puck N J Peters, Johanna A Van Der Zande, Julie De Backer, Guillaume Jondeau, Osama Ahmad, Marjorie Richardson, Francesca M Comoglio, Heleen Van Der Zwaan, Siddharth K Prakash, Christina Christersson, Karishma P Ramlakhan, Roger Hall, Mark R Johnson, Jolien W Roos-Hesselink, Ropac Investigators

Faculty, Staff and Student Publications

Aims: The risk of pregnancy in women with heritable thoracic aortic disease (HTAD) is estimated to be high, but supporting data are scarce. The aim of this study is to prospectively investigate pregnancy outcomes to improve patient management and care.

Methods and results: The Registry of Pregnancy and Cardiac disease (ROPAC) III is a prospective global registry including pregnant women with known aortic pathology between 2018 and 2023. Cardiac, obstetric and fetal outcomes, beta-blocker use, and the impact of breastfeeding were investigated. Additionally, changes in aortic diameters were assessed. In total, 176 pregnancies in 170 women (mean age 32 years, …

Effects Of Combining Traditional East Asian And Conventional Western Medicine On Acute Stroke Outcomes, Dong-Seok Gwak, Jong-Sik Lee, Dawid Schellingerhout, Jinyong Chung, Hyerin Oh, Sang-Wuk Jeong, Ji Sung Lee, Hee-Joon Bae, Mikyung Kim, Dong-Jun Choi, Dong-Eog Kim

Faculty, Staff and Student Publications

Background: Traditional East Asian medicine (TM) is widely used in Korea and other East Asian countries. However, the effects of TM treatment on acute ischemic stroke (AIS) outcomes remain unclear, as previous studies lacked a sufficient sample size, a consecutive series design, or a prospective outcome capture approach. We aimed to investigate whether combining TM with conventional Western medicine (CM) treatments (C+TM) leads to better outcomes after AIS, relative to CM treatment alone.

Methods: We retrospectively analyzed 2157 consecutive patients with AIS from a prospectively collected registry (2011-2021) at our center and compared the CM and C+TM groups in terms …

Validation Of A Risk Score For Cancer-Associated Thrombosis Using Nationwide Ehr Data, Ang Li, Omid Jafari, Barbara D Lam, Jun Y Jiang, Rock Bum Kim, Shengling Ma, Emily Zhou, Joyce W Tiong, Elizabeth C Chiang, Justine Ryu, Christopher I Amos, Jennifer La, Nathanael R Fillmore

Faculty, Staff and Student Publications

Importance: Venous thromboembolism (VTE) is associated with increased mortality and morbidity in patients with cancer. Existing risk prediction models are typically validated within individual sites, a fragmented approach that limits clinical adoption.

Objective: To validate the electronic health record cancer-associated thrombosis (EHR-CAT) score compared with the benchmark Khorana score in a contemporary cohort of patients with cancer across the nation, before and after treatment, excluding those at high risk of bleeding.

Design, setting, and participants: This prognostic study included patients in a nationwide longitudinal EHR database from January 2018 to December 2023 with follow-up continuing to April 2025. Patients with …

An Annotated Biobank Of Triple-Negative Breast Cancer Patient-Derived Xenografts Features Treatment-Naïve And Longitudinal Samples During Neoadjuvant Chemotherapy, Amanda L Rinkenbaugh, Yuan Qi, Shirong Cai, Jiansu Shao, Faiza Baameur Hancock, Sabrina L Jeter-Jones, Xiaomei Zhang, Emily Powell, Lei Huo, Rosanna Lau, Chunxiao Fu, Rebekah Gould, Petra Den Hollander, Elizabeth E Ravenberg, Jason B White, Gaiane M Rauch, Banu Arun, Clinton Yam, Alastair M Thompson, Gloria V Echeverria, Stacy L Moulder, W Fraser Symmans, Jeffrey T Chang, Helen Piwnica-Worms

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) that fails to respond to neoadjuvant chemotherapy (NACT) can be lethal. Developing effective strategies to eradicate chemoresistant disease requires experimental models that recapitulate the heterogeneity characteristic of TNBC. To that end, we established a biobank of 92 orthotopic patient-derived xenograft (PDX) models of TNBC from the tumors of 75 patients enrolled in the ARTEMIS clinical trial (NCT02276443), including 12 longitudinal sets generated from serial patient biopsies collected throughout NACT treatment and from metastatic disease. Models were established from both chemosensitive and chemoresistant tumors, and nearly 30% of the PDX models were capable of metastasizing …

Therapeutic Radiation Drives Leptomeningeal Dissemination Of Medulloblastoma Through An Innate Immune Process, Carolina Nör, Kaitlin Kharas, Alex Rasnitsyn, Maria C Vladoiu, Nam Woo Cho, Jacob S Young, Felipe Nör, Ncedile Mankahla, Joonas Haapasalo, Kristiina Nordfors, Sara Rapic, Patryk Skowron, Raúl A Suárez, Alexander T Bahcheli, Oliver Ocsenas, Xin Chen, Shahrzad Bahrampour, Ali Momin, Lakshmikirupa Sundaresan, Winnie Ong, Liam D Hendrikse, Namal Abeysundara, Kyle Juraschka, Michelle Ly, Jonelle G Pallota, Tajana Douglas, Ning Huang, Hao Wang, Esta Mak, Lei Qin, Jessica Liu, Lily Shen, Betty Luu, Alex Manno, Sachin A Kumar, Laura K Donovan, Vernon Fong, Cory Richman, Craig Daniels, Livia Garzia, Jeremy N Rich, Cynthia Hawkins, Xiaochong Wu, Ralph Dacosta, Jüri Reimand, Xi Huang, Vijay Ramaswamy, David R Raleigh, Michael D Taylor

Faculty, Staff and Students Publications

Leptomeningeal metastases are the most important source of morbidity and mortality for medulloblastoma patients. Radiation of the entire brain is highly effective in the treatment and/or prevention of medulloblastoma leptomeningeal metastases. Infants treated on clinical trials with focal tumor radiation recur metastatically, whereas infants treated with only chemotherapy relapse locally. In murine medulloblastoma model systems, provision of a single dose of radiation to the tumor drives leptomeningeal dissemination. An inflammatory response after radiation-induced tumor cell death recruits a variety of immune cells. Inflammation opens the local blood-brain barrier, allowing intravasation of medulloblastoma cells. Experimental induction of inflammation with lipopolysaccharide drives …

Orphan Nuclear Receptor 4a1 (Nr4a1) And Nr4a2 Are Endogenous Regulators Of Cd71 And Their Ligands Induce Ferroptosis In Breast Cancer, Arafat Rahman Oany, Srijana Upadhyay, Wai Ning Tiffany Tsui, Amanuel Hailemariam, Sarah Latka, John D Landua, Sandra D Scherer, Alana L Welm, Hugo Villanueva, Michael T Lewis, Stephen Safe

Faculty, Staff and Students Publications

Ferroptosis is an iron-dependent cell death pathway that involves multiple genes, including the transferrin receptor (TFRC/CD71), glutathione peroxidase 4 (GPX4) and cystine-glutamate antiporter (SLC7A11). This study is based on the hypothesis that orphan nuclear receptor 4A1 (NR4A1) and NR4A2 maintain low levels of ferroptosis in triple negative breast cancer (TNBC) cells and bis-indole derived (CDIM) compounds act as NR4A1/2 ligands that induce ferroptosis by enhancing CD71 expression. 1,1-Bis(3'-indolyl)-1-(3,5-disubstitutedphenyl)methane (DIM-3,5) analogs were investigated for their cytotoxicity and effects on NR4A1 and NR4A2 regulated genes and induction of ferroptosis. Several assays also determined enhanced lipoperoxidation, reactive oxygen species and malondialdehyde formation in …

Integrative Proteogenomics And Forward Genetics Reveal A Novel Mitotic Vulnerability In Triple-Negative Breast Cancer, Nicholas J Neill, Shankha Satpathy, Karsten Krug, Jitendra K Meena, Nivetha Ramesh Babu, Cheyenne Calderon, Desmon Reed, Marcus J Weber, Lacey E Dobrolecki, Alaina Lewis, Christina Sallas, Meenakshi Anurag, Kimberly R Holloway, Chen Huang, Suhas Vasaikar, Maria F Cardenas, Beom-Jun Kim, Doug W Chan, Shayan C Avanessian, Siddhartha Tyagi, Mayra Orellana, Sufeng Mao, Heyuan Li, Fade Gong, Sarah J Kurley, Kristen L Meerbrey, Calla M Olson, Amritha Nair, Tingting Sun, Hsiang-Ching Chung, Elizabeth A Bowling, Jarey H Wang, Pengju Zhang, Peng Xiao, Duxiao Yang, Fabio Stossi, Mei-Yin C Polley, Alexander B Saltzman, Filip Mundt, D R Mani, Michael A Gillette, Susan G Hilsenbeck, George Miles, Carolina Gutierrez, C Kent Osborne, Charles Y Lin, Nathanael S Gray, Jinpeng Sun, David A Wheeler, Charles M Perou, Anna Malovannaya, Michael T Lewis, Bing Zhang, Matthew J Ellis, Steven A Carr, Thomas F Westbrook

Faculty, Staff and Students Publications

Triple-negative breast cancer (TNBC) is an aggressive subtype of breast cancer with few effective targeted therapies. Taxanes and other microtubule-targeting agents (MTAs) are frontline chemotherapies for TNBC; however, the molecular pathways that cause TNBC taxane sensitivity are largely unknown, preventing selection of taxane-responsive patients and development of more selective therapeutic strategies. In this study, we identified tumor-selective vulnerabilities in TNBC harboring inactivation of the tumor suppressor PTPN12 by integrating proteogenomic characterization and synthetic lethality screening. We discovered that PTPN12 inactivation drives mitotic defects through aberrant hyperactivation of the ubiquitin ligase complex APCFZR1, a critical regulator of the cell cycle. Consistent …

Burden Of Central Nervous System Cancer In The United States, 1990-2021, Hyun Jin Han, Yun Seo Kim, Seoyeon Park, Jae Il Shin, Min Seo Kim, Ju Hyung Moon, Yong Bae Kim, Hazim S Ababneh, Ahmed Abu-Zaid, Demelash Areda, Santhosh Arul, Ahmed Y Azzam, Mainak Bardhan, Mohammad Amin Bayat Tork, Babak Behnam, Gokce Belge Bilgin, Prarthna V Bhardwaj, Soumitra S Bhuyan, Nima Broomand Lomer, Meng Xuan Chen, Suma Sri Chennapragada, Xiaochen Dai, Frances E Dean, Sindhura Deekonda, Xueting Ding, Ojas Prakashbhai Doshi, Abdel Rahman E'Mar, Muhammed Elhadi, Jawad Fares, Patrick Fazeli, James L Fisher, Maryam Fotouhi, Ali Gholamrezanezhad, Fidelia Ida, Chidozie Declan Iwu, Mohamed Jalloh, Chinmay T Jani, Rizwan Kalani, Samuel Berchi Kankam, Foad Kazemi, Ariz Keshwani, Atulya Aman Khosla, Stephen S Lim, Riffat Mehboob, Tomislav Mestrovic, Ali H Mokdad, Christopher J L Murray, Gurudatta Naik, Zuhair S Natto, Dang Nguyen, Fred Nugen, Atakan Orscelik, Romil R Parikh, Louise Penberthy, Richard G Pestell, Disha Prabhu, Jagadeesh Puvvula, Shakthi Kumaran Ramasamy, Cameron John Sabet, Austin E Schumacher, Yigit Can Senol, Sunder Sham, Samendra P Sherchan, Gizeaddis Lamesgin Simegn, Jasvinder A Singh, Ranjan Solanki, Bahadar S Srichawla, Jabeen Taiba, Manoj Tanwar, Mike Tuffour Amirikah, Anjul Verma, Ismaeel Yunusa, David X Zheng, Dong Keon Yon, Keun Young Park

Faculty, Staff and Students Publications

Importance: Primary brain and central nervous system cancer (collectively referred to as CNS cancer) comprises 2% of all human cancers and poses significant health and economic challenges in the United States.

Objective: To analyze CNS cancer burden in the US, stratified by time, location (state and division), sex, age group, and Sociodemographic Index (SDI).

Design, setting, and participants: This cross-sectional study involved a repeated analysis of Global Burden of Disease Study (GBD) 2021 data in 2024. Using data from 183 sources, CNS cancer metrics in the US were estimated across states and years. US CNS cancer metrics across all sexes …

A Temperature-Sensitive Crispr-Cas12a System For Sterile Insect Technique, Christina Nguyen, Ahmed Idowu Omotayo, Sara Sanz Juste, Xuechun Feng, Víctor López Del Amo

Faculty, Staff and Student Publications

The sterile insect technique (SIT) reduces population numbers by releasing sterile males that produce non-viable progeny. Specifically, CRISPR/Cas9-based precision-guided SIT (pgSIT) generates sterile males through genetic crosses of two transgenic lines: a Cas9 strain and a guide RNA (gRNA) strain targeting male sterility and female viability or infertility. However, pgSIT requires separate maintenance of the two lines and sorting to obtain sterile males, creating possible challenges for scaling. To overcome this, we propose using Cas12a nuclease, which is inoperative at lower temperatures but active at higher temperatures. Here, we develop a Cas12a-based pgSIT system involving a single strain containing both …

Acute Myeloid Leukemia Drives Atrial Fibrillation Through Tnfα Signaling Activation, Ninad Oak, Jose Alberto Navarro-Garcia, Minhua Li, Mara R Turkieltaub Paredes, Satadru K Lahiri, Bharat K Kantharia, Daisuke Nakada, Xander H T Wehrens, Mohit M Hulsurkar

Faculty, Staff and Students Publications

No abstract provided.

Developing Optogenetic Approaches To Study Ca2+ Signaling Processes, Tatsuki Nonomura, Xiaoxuan Liu, Megan Chiu, Zhi Tan, Tien-Hung Lan, Yubin Zhou

Faculty, Staff and Students Publications

Calcium ions (Ca2+) are essential second messengers intimately implicated in a variety of biological processes, ranging from short-term events such as muscle contraction to long-term effects like gene expression. Dysregulated Ca2+ signaling can disrupt cellular function and contribute to the development of various human diseases, including developmental, neurological, immunoinflammatory, metabolic, and cardiovascular disorders. To study the mechanisms and biological consequences of Ca2+ signaling, optogenetic approaches have proven invaluable, as they offer exceptional spatiotemporal resolution compared to traditional methods. Recent progress in non-opsin-based optogenetics, particularly those engineered from Ca2+ release–activated Ca2+ (CRAC) channels, has substantially advanced our understanding of Ca2+ signaling …

A Clinical Practice Guideline For The Management Of Pregnancy Alloimmunized To Red Blood Cell Antigens\, Kenneth J Moise, Kara B Markham, Philip C Spinella, Molly R Sherwood, Karen A Robinson, Lisa M Wilson, Jay Malone, Jimmy Espinoza, Donna Dizon-Townson, Laura Mercer, Russell Miller, Leonardo Pereira, Anthony Sciscione, Alireza A Shamshirsaz, Kathryn Shanahan, Saul Snowise, Thomas Trevett, Juan M González Vélez, Bethany Weathersby

Faculty, Staff and Student Publications

Importance: Red blood cell alloimmunization is typically associated with the transplacental transfer of incompatible fetal red blood cells into maternal circulation. Subsequent pregnancies can be affected by fetal anemia, hydrops fetalis, and perinatal death. Most cases of Rhesus D (RhD) alloimmunization due to pregnancy can be prevented by the proper administration of Rhesus immune globulin. However, an emerging practice of using low-titer, O, RhD-positive whole blood (LTOWB) in cases of life-threatening hemorrhage has the potential to increase the exposure of the female population to a new source of incompatible red blood cells.

Objective: To establish recommendations for the management of …

A Multi-National Cross-Sectional Exploration Of Rehabilitation Services For Children And Young People Following Brain Injury In Low And Middle Income Countries, Mark A Linden, Leigh Schrieff-Brown, Linda Ewing-Cobbs, R A Leonard, Rajendra Prasad, Juan Carlos Arango-Lasprilla, Sandra Strazzer, Lucia Braga, Consuelo Reyes Payeras, Kim C Davis, Lisa Kalungwana-Mambwe, Flavia Dorrego, Mathilde Chevignard

Faculty, Staff and Student Publications

Background: Brain injury (BI) is the largest cause of mortality and morbidity among children and can lead to significant cognitive, social, emotional and behavioural deficits. There has been an absence of research examining the availability of rehabilitation services for affected children and young people in low and middle income countries (LMICs). This study therefore investigated current rehabilitation provision in LMICs for children and young people with BI.

Methods: An online survey was developed which collected data on funding support for rehabilitation, causes of BI and access to services. The survey was distributed to healthcare professionals known to members of the …

Preclinical Fluorescence-Guided Imaging Leveraging Surrounding Sentinel Tumor Microenvironment Identifies High-Risk Premalignant Pancreatic Lesions, Shilpa Sharma, Xiaoxia Wen, Jianbo Wang, Beibei Huang, Denise A Hernandez, Cong-Dat Pham, Zhiwen Liu, Susanne Je-Han Lin, Aiko Yamaguchi, Dimitra K Georgiou, Ryan P Coll, H Charles Manning

Faculty, Staff and Student Publications

Purpose: Because surgery is the only potential cure for pancreatic cancer, high-risk premalignant pancreatic lesions often evade detection by palpation or white-light visualization, increasing the risk of recurrence. We asked whether near-infrared fluorescence imaging of tumor-associated inflammation could identify high-risk premalignant lesions, leveraging the tumor microenvironment as a sentinel of local disease and, thus, enhance surgery outcomes.

Experimental design: Fluorescence-guided surgery was performed on genetically engineered mice [Ptf1a-Cre; LSL-KrasG12D/+; Smad4flox/flox (KSC)] at discrete stages of disease progression, histologically confirmed high-risk, premalignant lesions in postnatal mice to locally advanced pancreatic tumors in adults, using the imaging agent V-1520, a translocator protein …

Early Ctdna Dynamics Inform First-Line Therapy In Patients With Extensive-Stage Small Cell Lung Cancer, Carmela Ciardullo, Luis Tobalina, T Hedley Carr, Philip Szekeres, Silvija Kraljevic, Lauren Averett Byers, Giulia Fabbri

Faculty, Staff and Student Publications

Purpose: Small cell lung cancer (SCLC) is an aggressive malignancy with a poor prognosis despite initial treatment responses. This study evaluates ctDNA for monitoring disease and assessing the efficacy of first-line therapy in patients with extensive-stage SCLC (1L ES-SCLC).

Experimental design: In the TAZMAN trial, 31 patients with 1L ES-SCLC received standard treatment with durvalumab and etoposide plus carboplatin or cisplatin. We analyzed 228 plasma samples from 27 of 31 patients using a liquid biopsy approach to detect somatic mutations and copy-number aberrations, while also accounting for clonal hematopoiesis mutations.

Results: Baseline ctDNA analysis detected somatic alterations in 96.3% of …

A Multiomics Recovery Factor Predicts Long Covid In The Impacc Study, Gisela Gabernet, Jessica Maciuch, Jeremy P Gygi, John F Moore, Annmarie Hoch, Caitlin Syphurs, Tianyi Chu, Naresh Doni Jayavelu, David B Corry, Farrah Kheradmand, Lindsey R Baden, Rafick-Pierre Sekaly, Grace A Mccomsey, Elias K Haddad, Charles B Cairns, Nadine Rouphael, Ana Fernandez-Sesma, Viviana Simon, Jordan P Metcalf, Nelson I Agudelo Higuita, Catherine L Hough, William B Messer, Mark M Davis, Kari C Nadeau, Bali Pulendran, Monica Kraft, Chris Bime, Elaine F Reed, Joanna Schaenman, David J Erle, Carolyn S Calfee, Mark A Atkinson, Scott C Brakenridge, Esther Melamed, Albert C Shaw, David A Hafler, Alison D Augustine, Patrice M Becker, Al Ozonoff, Steven E Bosinger, Walter Eckalbar, Holden T Maecker, Seunghee Kim-Schulze, Hanno Steen, Florian Krammer, Kerstin Westendorf, Bjoern Peters, Slim Fourati, Matthew C Altman, Ofer Levy, Kinga K Smolen, Ruth R Montgomery, Joann Diray-Arce, Steven H Kleinstein, Leying Guan, Lauren Ir Ehrlich

Faculty, Staff and Students Publications

Background: Following SARS-CoV-2 infection, approximately 10%–35% of patients with COVID-19 experience long COVID (LC), in which debilitating symptoms persist for at least 3 months. Elucidating the biologic underpinnings of LC could identify therapeutic opportunities.

Methods: We utilized machine learning methods on biologic analytes provided over 12 months after hospital discharge from more than 500 patients with COVID-19 in the IMPACC cohort to identify a multiomics “recovery factor,” trained on patient-reported physical function survey scores. Immune profiling data included PBMC transcriptomics, serum O-link and plasma proteomics, plasma metabolomics, and blood mass cytometry by time of flight (CyTOF) protein levels. Recovery factor …

Proteomic Perspectives On Kras-Driven Cancers And Emerging Therapeutic Approaches, Ramesh Karki, Ru Chen, Sheng Pan

Faculty, Staff and Student Publications

KRAS mutations are implicated in approximately 23% of all human malignancies, with particularly high prevalence in pancreatic ductal adenocarcinoma (PDAC) (~92%), colorectal cancer (CRC) (~49%), and non-small cell lung cancer (NSCLC) (~35%). The recent approval of the KRASG12C-specific inhibitors for NSCLC represents a pivotal advancement in KRAS-targeted therapy. Nevertheless, the emergence of intrinsic and acquired resistance to KRAS-targeted therapies poses a significant clinical obstacle to targeting KRAS, which necessitates a deeper understanding of the resistance mechanisms. Recent progress in proteomic studies has enabled comprehensive profiling of the proteomic alterations driven by KRAS mutations, offering valuable insights into the disrupted KRAS …

Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, And Multi-Modal Learning, Cheng Peng, Kai Zhang, Mengxian Lyu, Hongfang Liu, Lichao Sun, Yonghui Wu

Faculty, Staff and Student Publications

Objective: To advance biomedical vision language model capabilities through scaling up, fine-tuning, and instruction tuning, develop vision-language models with improved performance in handling long text, explore strategies to efficiently adopt vision language models for diverse multi-modal biomedical tasks, and examine the zero-shot learning performance.

Methods: We developed two biomedical vision language models, BiomedGPT-Large and BiomedGPT-XLarge, based on an encoder-decoder-based transformer architecture. We fine-tuned the two models on 23 benchmark datasets from 6 multi-modal biomedical tasks, including one image-only task (image classification), three language-only tasks (text understanding, text summarization, and question answering), and two vision-language tasks (visual question answering and image …

Risk Score Roulette: A Cautionary Tale Of Polygenic Risk Score Reliability, Diane Xue, Elizabeth E Blue, Alexis C Wood, Jerome I Rotter, Alison E Fohner

Children’s Nutrition Research Center Staff Publications

Genetic risk prediction for Alzheimer's disease (AD) has high potential impact, yet few studies have assessed the reliability of various polygenic risk score (PRS) methods at the individual level. Here, we evaluated the reliability of AD PRS estimates among 6338 participants from the Multi-Ethnic Study of Atherosclerosis. We compared four PRS models that have been previously associated with dementia risk. Despite similar population-level performance metrics, inter-model reliability of individual-level risk assessment was low, even among individuals classified in the top and bottom deciles. These findings raise serious concerns about the downstream application of PRS for guiding interventions for AD.

Sensory-Selective Peripheral And Neuraxial Nerve Blockade With 2',6'-Pipecoloxylidide, Claire A Ostertag-Hill, Shuanglong Chen, Tianrui Xue, Rachelle Shao, Matthew Torre, Bin Feng, Zahra Vahedi, Longtu Chen, Steven J Staffa, Yueqin Zheng, Daniel S Kohane

Duncan NRI Faculty and Staff Publications

Background: Safe sensory-selective local anesthetics would be a major advance in the management of acute and chronic pain. This articles describes the sensory-selective local anesthetic properties and the toxicity profile of a known metabolite of amino-amide local anesthetics, 2',6'-pipecoloxylidide (PPX).

Methods: PPX was synthesized and made into its hydrochloride salt. PPX or ropivacaine (ROP) were injected at the sciatic nerve or intrathecally in rats, who then underwent modified hotplate (sensory) testing and weight-bearing (motor) testing. Rats injected with PPX or ROP were assessed for clinical toxicity endpoints. Conduction blockade was studied with single-unit recordings in mice. Biocompatibility was assessed histologically. …

Using Artificial Intelligence For Text Screening In A Systematic Review Of Cardiotoxicity, Steven E Canfield, Moez Karim Aziz, Muhammad Imran Omar, James N'Dow, Bob J A Schijvenaars, Jennifer Ghith, Kausar Riaz Ahmed, Donald Molony, Arnulf Stenzl

Faculty, Staff and Student Publications

BACKGROUND AND OBJECTIVE: Artificial intelligence (AI), capable of analyzing vast volume of data rapidly, presents a promising solution to optimize literature screening for systematic reviews (SRs). Using the INSIDE (artificial INtelligence to Support Informed DEcision making) platform, we compared the performance of AI against the "gold standard" traditional SR method in the context of prostate cancer (PC) to assess whether AI could potentially improve efficiency and quality of screening.

METHODS: Publications from traditional screening of four SRs (focused on PC therapies and potential cardiotoxicity) were compared with the AI-based approach. Publications were ranked based on relevance scores. Work saved over …

Neurodevelopmental Abnormalities Underlying Behavioral Deficits In A Model Of Pediatric Obstructive Sleep Apnea, Arvind Chandrakantan, Michael R Williamson, Vaishnav Krishnan, Mahyar J Hedayatpour, Adam C Adler, Nandani Adyapak, Chris S Ward, Russell Ray, David Durgan, Farrah Kheradmand, Benjamin Deneen

Faculty, Staff and Students Publications

Rationale: Pediatric Obstructive Sleep Apnea (POSA) is a relatively common childhood sleep disorder whose neurodevelopmental phenotype includes deficits in learning and memory, olfaction, and fine motor abilities.

Objectives: To date, there has not been a validated preclinical model of POSA, hampering efforts in understanding how nocturnal episodes of intermittent hypoxia disrupt neurodevelopmental trajectories. The objective of this study was to create a faithful sculpting of the human condition in a preclinical murine model.

Methods: We used clinical data from children with POSA to develop and validate a mouse model of POSA that faithfully recapitulates several behavioral deficits seen in the …

Predictors Of Response To Emergent Therapies In Paediatric Immune Thrombocytopenia, Candelaria O'Farrell, Taylor M Luckie, Matthew J Willis, Susan E Kirk, Brandon R Lucari, Michael E Scheurer, Xiaotian Gao, Amanda B Grimes

Faculty, Staff and Students Publications

Emergent therapies (ET), which include intravenous immunoglobulin (IVIG), corticosteroids and intravenous anti‐Rho(D) immunoglobulin, are used to treat acute episodes of bleeding in children with immune thrombocytopenia (ITP). There are currently no known biomarkers or clinical features predictive of treatment response to any specific ET. Thus, the treatment of ITP remains largely trial and error, exposing patients to potentially ineffective medications, which are often expensive and associated with adverse effects. We therefore sought to identify the predictors of treatment response through comparison of clinical characteristics in paediatric patients with ITP responsive to ET versus those non‐responsive to ET. We identified high …

Dysregulated Mitochondrial Energy Metabolism Drives The Progression Of Mucosal Field Effects To Invasive Bladder Cancer, Sangkyou Lee, Sung Yun Jung, Pawel Kuś, Jolanta Bondaruk, June Goo Lee, Roman Jaksik, Nagireddy Putluri, Khanh N Dinh, David Cogdell, Huiqin Chen, Yishan Wang, Jiansong Chen, Neema Navai, Colin Dinney, Cathy Mendelsohn, David Mcconkey, Richard R Behringer, Charles C Guo, Peng Wei, Marek Kimmel, Bogdan Czerniak

Faculty, Staff and Students Publications

Multiplatform mutational and gene expression profiling complemented with proteomic and metabolomic spatial mapping were used on the whole-organ scale to identify the molecular profile of bladder cancer evolution from field effects. Analysis of the mutational landscape identified three types of mutations, referred to as α, β, and γ. Time modeling of the mutations revealed that carcinogenesis may span 30 years and can be divided into dormant and progressive phases. The α mutations developed in the dormant phase. The progressive phase lasted 5 years and was signified by expanding β mutations, but it was driven to invasive cancer by γ mutations. …

Low Socioeconomic Status Adversely Influences Outcomes After Coronary Artery Bypass Grafting, Paige E Brlecic, Christopher B Sylvester, Katie J Hogan, Qianzi Zhang, Joseph S Coselli, Marc R Moon, Todd K Rosengart, Subhasis Chatterjee, Ravi K Ghanta

Faculty, Staff and Students Publications

Objectives: Although socioeconomic status (SES) is believed to affect patient outcomes after coronary artery bypass grafting (CABG), readmission data are sparse. In a national cohort, we analyzed the influence of SES on readmission, resource utilization, and mortality after CABG.

Methods: We queried the Nationwide Readmissions Database to identify patients who underwent isolated CABG from January 2016 through December 2018. We derived low, middle, and high SES from International Classification of Diseases, 10th Revision, Clinical Modification codes, patient demographics, and neighborhood-level factors. The effect of SES on risk-adjusted outcomes was assessed with multivariable analysis.

Results: Of 523,042 patients who underwent CABG, …

Pleiotropy And The Increasing Complexity Of Parkinson's Disease Genetics, Jonggeol Kim, Joshua M Shulman

Faculty, Staff and Students Publications

No abstract provided.

Early Outcomes Of Endovascular Repair Of Aortic Arch Lesions In Zone 0/1 With A Thoracic Branched Endoprosthesis, Matthew P Sweet, Ali Azizzadeh, Gustavo S Oderich, William Brinkman, Jon S Matsumura, Takao Ohki, Sara Zettervall, Shinji Miyamoto, Himanshu J Patel, Michael D Dake

Faculty, Staff and Students Publications

Objective: The pivotal trial 30-day outcomes of the GORE TAG Thoracic Branch Endoprosthesis in patients with endovascular repair of the aortic arch or descending thoracic aorta using a zone 0 or 1 landing zone were evaluated.

Methods: In this nonrandomized, multicenter, prospective study, the primary, clinically driven outcome was a composite of the following through 1 month: technical success (successful device deployment with maintenance of side-branch patency and the absence of aortic rupture), lesion-related mortality, disabling stroke, permanent paraplegia or paraparesis, new onset renal failure requiring permanent dialysis, and protocol-defined unanticipated reintervention.

Results: The 77 study patients enrolled had aneurysm …

Coco-St Detects Global And Local Biological Structures In Spatial Transcriptomics Datasets, Muhammad Aminu, Bo Zhu, Natalie Vokes, Hong Chen, Lingzhi Hong, Jianrong Li, Junya Fujimoto, Mehdi Chaib, Yuqiu Yang, Bo Wang, Alissa Poteete, Monique B Nilsson, Xiuning Le, Tina Cascone, David Jaffray, Nicholas Navin, Tao Wang, Lauren A Byers, Don L Gibbons, John Heymach, Ken Chen, Chao Cheng, Jianjun Zhang, Jia Wu

Faculty, Staff and Students Publications

Spatial domain detection methods often focus on high-variance structures, such as tumour-adjacent regions with sharp gene expression changes, while missing low-variance structures with subtle gene expression shifts, like those between adjacent normal and early adenoma regions. Here, to address this, we introduce ‘compare and contrast spatial transcriptomics’ (CoCo-ST), a graph contrastive feature representation framework. By comparing a target sample with a background sample, CoCo-ST detects both high-variance, broadly shared structures and low-variance, tissue-specific features. It offers technical advantages, including multisample integration, batch-effect correction and scalability across technologies from spot-level Visium data to single-cell Xenium Prime 5K and subcellular Visium HD …

A Historical Cohort Comparison After Inpatient Admission For Adolescents With Anorexia Nervosa: Feasibility Of Virtual Group Therapy, Elizabeth V Franklin, Margaret Mathias, Rachel Wolfe, Duc T Nguyen, Drusilla M Rosales, Sofia Pedroza, Albert C Hergenroeder, Constance M Wiemann

Center for Medical Ethics and Health Policy Staff Publications

Objective: Access to follow-up care after a medical admission for adolescents with anorexia nervosa (AN) is important; yet access can be delayed or unavailable. This study assessed the feasibility and acceptability of a supplemental virtual 8-week outpatient group therapy program following inpatient care. A secondary aim explored the outpatient program's impact on self-reported anxiety, disordered eating, and depression symptoms, and readmission rates.

Method: A retrospective chart review study compared 68 adolescents (aged 11-18) with AN enrolled in an 8-week group therapy program (Recovery and Prevention Program [RAPP]) to 64 adolescents who were not enrolled in RAPP (historical cohort). "RAPP completers" …