Biomedical Informatics Commons^™

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 …

Final Analysis Of The Resonate-2 Study: Up To 10 Years Of Follow-Up Of First-Line Ibrutinib Treatment For Cll/Sll, Jan A Burger, Paul M Barr, Tadeusz Robak, Carolyn Owen, Alessandra Tedeschi, Anita Sarma, Piers E M Patten, Sebastian Grosicki, Helen Mccarthy, Fritz Offner, Edith Szafer-Glusman, Cathy Zhou, Anita Szoke, Lynne Neumayr, James P Dean, Paolo Ghia, Thomas J Kipps

Faculty, Staff and Student Publications

With up to 10 years of follow-up, we report results from the final analysis of RESONATE- 2, a phase 3 study of first-line ibrutinib vs chlorambucil for the treatment of chronic lymphocytic leukemia/small lymphocytic lymphoma (CLL/SLL). Patients aged ≥65 years with previously untreated CLL/SLL without del(17p) were randomly assigned to receive either single-agent ibrutinib (420 mg/d; n = 136) or chlorambucil (0.5-0.8 mg/kg; ≤12 cycles; n = 133). With a median follow-up of 9.6 years in the ibrutinib arm, the median progression-free survival (PFS) was 8.9 years (95% confidence interval [CI], 7.0 to not estimable [NE]) vs 1.3 years (95% …

Insights Into Spheroid Formation: Interaction Of Ovarian Cancer Cells With Macrophage Populations In The Tumor Microenvironment, Simone Pisano, Yajaira Sofia Jimenez, Paul Rees, Jing Xiao, Deyarina Gonzalez, Robert Steven Conlan, Bruna Corradetti

Faculty, Staff and Students Publications

Background: Treating advanced ovarian cancer (OC) is challenging due to the immunosuppressive tumor microenvironment. This study investigates tumor-immune cell interactions using organotypic spheroid models that simulate the in vivo microenvironment.

Methods: A dual-model spheroid system was established combining serous adenocarcinoma SKOV-3 cells with monocytes, pro-inflammatory (MΦ1) or anti-inflammatory (MΦ2) macrophages, or their derived exosomes (EXOs). In Model A, immune cells or EXOs were co-seeded with tumor cells to replicate early heterotypic aggregation. In Model B, immune cells or EXOs were introduced 24 h post-spheroid formation to simulate immune infiltration into established spheroids. Spheroid morphology was quantified by diameter and circularity, …

Nuclear Poly(A)-Binding Protein And Nucleolin Utilize Their Rna Recognition Motifs To Read Par Chains, Leilei Shi, Morgan Dasovich, John R Horton, Hongrui Liu, Qiansheng Zhan, Swarnalatha Manickavinayaham, Collene R Jeter, Isaiah J Mixon, Nicholas M Zehrbach, Charles A Ishak, Je-Hyun Yoon, Xiaodong Cheng, Anthony K L Leung, Mark T Bedford

Faculty, Staff and Student Publications

Poly(ADP-ribosyl)ation (PARylation) is a post-translational modification mediated by ADP-ribosyltransferases, known as PARPs, which attach ADP-ribose units onto proteins, forming negatively charged multimeric chains. This modification relaxes chromatin at DNA damage sites, facilitating repair machinery access. Additionally, PAR polymers serve as docking platforms for effector proteins, termed PAR "readers", commonly involved in DNA repair. The recruitment of these proteins is mediated through conserved protein domains, including RNA recognition motifs (RRMs). Using an array of hundreds of recombinant RNA-binding domains, we systematically examined RRM interactions with PAR chains of varying lengths. Despite their chemical similarity to RNA, only a small subset of …

Long-Term Results From The Agile Study Of Azacitidine Plus Ivosidenib Vs Placebo In Newly Diagnosed Idh1-Mutated Aml, Pau Montesinos, Dylan M Marchione, Christian Recher, Michael Heuser, Susana Vives, Ewa Zarzycka, Jianxiang Wang, Marta Riva, Rodrigo T Calado, Andre C Schuh, Su-Peng Yeh, Adriana E Tron, Jianan Hui, Diego A Gianolio, Sung Choe, Prapti Patel, Stéphane De Botton, Courtney D Dinardo, Hartmut Döhner

Faculty, Staff and Student Publications

In the phase 3 AGILE study, after a 12.4-month median follow-up, ivosidenib, a mutant isocitrate dehydrogenase 1 (IDH1) inhibitor, combined with azacitidine significantly improved event-free survival, overall survival (OS), and complete remission rates compared with placebo-azacitidine in patients with newly diagnosed IDH1-mutated acute myeloid leukemia (AML), who were unfit for intensive chemotherapy. This post hoc analysis reports long-term follow-up results from AGILE after a median follow-up of 28.6 months. Overall, 148 patients were randomized to receive ivosidenib-azacitidine (n = 73) or placebo-azacitidine (n = 75). Median OS was significantly longer with ivosidenib (29.3 months; 95% confidence interval …

Positron Emission Tomography Reveals Increased Myocardial Glucose Uptake In A Subset Of Friedreich Ataxia Patients, R Mark Payne, Thomas M O'Connell, P Melanie Pride, Gregg R Wagner, George J Eckert, Tiffany R Johnson, Weinian Shou, Gary D Hutchins

Faculty, Staff and Student Publications

Why some but not all patients with the rare disease Friedreich ataxia (FRDA) are at increased risk of poor cardiovascular outcome and death is unclear and unpredictable. We investigated the hypothesis that mitochondrial dysfunction in FRDA leads to altered patterns of myocardial metabolic substrate utilization. We recruited 5 healthy controls (Ctl) and 11 FRDA participants. All underwent fasting myocardial positron emission tomography (PET scan) with 15O–H2O, 18F-FDG, and 11C-Palmitate. We conducted cardiac transcriptomics on mice with ablation of the Frda gene in heart to explore mechanisms of fuel substrate utilization. Five (45%) FRDA participants had an LV mass index (LVMi) …

Transdiagnostic Alterations In White Matter Microstructure Associated With Suicidal Thoughts And Behaviours In The Enigma Suicidal Thoughts And Behaviours Consortium, Laura S Van Velzen, Lejla Colic, Zuriel Ceja, Maria R Dauvermann, Luca M Villa, Hannah S Savage, Yara J Toenders, Niousha Dehestani, Alyssa H Zhu, Adrian I Campos, Lauren E Salminen, Martin Alda, Ingrid Agartz, Nina Alexander, Rosa Ayesa-Arriola, Elizabeth D Ballard, Nerisa Banaj, Carlotta Barkhau, Zeynep Başgöze, Jochen Bauer, Francesco Benedetti, Klaus Berger, Bianca Besteher, Katharina Brosch, Manuel Canal-Rivero, Simon Cervenka, Romain Colle, Colm G Connolly, Emmanuelle Corruble, Philippe Courtet, Baptiste Couvy-Duchesne, Benedicto Crespo-Facorro, Kathryn R Cullen, Udo Dannlowski, Jeremy Deverdun, Ana M Diaz-Zuluaga, Lorielle M F Dietze, Jennifer W Evans, Negar Fani, Kira Flinkenflügel, Naomi P Friedman, Ian H Gotlib, Nynke A Groenewold, Dominik Grotegerd, Tomas Hajek, Alexander S Hatoum, Marco Hermesdorf, Ian B Hickie, Yoshiyuki Hirano, Tiffany C Ho, Yuki Ikemizu, Frank Iorfino, Jonathan C Ipser, Yuko Isobe, Andrea P Jackowski, Fabrice Jollant, Tilo Kircher, Melissa Klug, Sheri-Michelle Koopowitz, Anna Kraus, Axel Krug, Emmanuelle Le Bars, Elisabeth J Leehr, Meng Li, Elizabeth T C Lippard, Carlos Lopez-Jaramillo, Ivan I Maximov, Andrew M Mcintosh, Katie A Mclaughlin, Sean R Mcwhinney, Susanne Meinert, Elisa Melloni, Philip B Mitchell, Benson Mwangi, Igor Nenadić, Stener Nerland, Emilie Olie, Victor Ortiz-García De La Foz, Pedro M Pan, Fabricio Pereira, Fabrizio Piras, Federica Piras, Sara Poletti, Andrew E Reineberg, Gloria Roberts, Rafael Romero-García, Matthew D Sacchet, Giovanni A Salum, Anca-Larisa Sandu, Carl M Sellgren, Eiji Shimizu, Harry R Smolker, Jair C Soares, J Douglas Steele, Frederike Stein, Dan J Stein, Benjamin Straube, Lea Teutenberg, Florian Thomas-Odenthal, Paula Usemann, Romain Valabregue, Johanna Valencia-Echeverry, Gerd Wagner, Gordon Waiter, Martin Walter, Heather C Whalley, Mon-Ju Wu, Tony T Yang, Carlos A Zarate, Andre Zugman, Giovana B Zunta-Soares, Kees Van Heeringen, Sanne J H Van Rooij, Nic Van Der Wee, Steven Van Der Werff, Paul M Thompson, Hilary P Blumberg, Anne-Laura Van Harmelen, Miguel E Rentería, Neda Jahanshad, Enigma Suicidal Thoughts And Behaviours Consortium, Lianne Schmaal

Faculty, Staff and Student Publications

Previous studies have suggested that alterations in white matter (WM) microstructure are implicated in suicidal thoughts and behaviours (STBs). However, findings of diffusion tensor imaging (DTI) studies have been inconsistent. In this large-scale mega-analysis conducted by the ENIGMA Suicidal Thoughts and Behaviours (ENIGMA-STB) consortium, we examined WM alterations associated with STBs. Data processing was standardised across sites, and resulting WM microstructure measures (fractional anisotropy (FA), axial diffusivity (AD), mean diffusivity and radial diffusivity) for 24 WM tracts and one global measure were pooled across 40 cohorts. We compared these measures among individuals with a psychiatric diagnosis and lifetime history of …

Distinct Spatiotemporal Patterns Of White Matter Hyperintensity Progression, Jinyong Chung, Gilsoon Park, Wi-Sun Ryu, Dawid Schellingerhout, Hang-Rai Kim, Dong-Seok Gwak, Elizabeth Haddad, Neda Jahanshad, Beom Joon Kim, Keun-Sik Hong, Hyerin Oh, Sang-Wuk Jeong, Joon-Tae Kim, Man Seok Park, Kang-Ho Choi, Kyungbok Lee, Tai Hwan Park, Sang-Soon Park, Jong-Moo Park, Kyusik Kang, Kyung-Ho Yu, Mi Sun Oh, Soo Joo Lee, Jae Guk Kim, Jae-Kwan Cha, Dae-Hyun Kim, Jun Lee, Moon-Ku Han, Yong-Jin Cho, Byung-Chul Lee, Philip M Bath, Joanna M Wardlaw, Hee-Joon Bae, Hosung Kim, Dong-Eog Kim

Faculty, Staff and Student Publications

White matter hyperintensity, a key imaging biomarker for brain health, has prognostic implications for stroke. Using a multicenter MRI dataset of 9179 stroke patients plus the UK Biobank (n = 36,210 low/high risk controls), we employ Subtype and Stage Inference modeling and identify three distinct white matter hyperintensity progression subtypes: fronto-parietal, radial, and temporo-occipital. Longitudinal validation confirms classification stability. The fronto-parietal subtype shows delayed onset and more hypertension, while the temporo-occipital subtype has more atrial fibrillation and coronary heart disease. The fronto-parietal and radial subtypes are linked to small vessel stroke, while the temporo-occipital subtype is linked to cardioembolism. The …

Leptin As A Key Driver For Organ Fibrogenesis, Xue-Nan Sun, Shiuhwei Chen, Shangang Zhao, Jan-Bernd Funcke, Megan Virostek, Line Pedersen, Chao Li, Chanmin Joung, Qian Lin, Yan Li, Ayanna Cobb, May-Yun Wang, Kyounghee Min, Lisandro Maya-Ramos, Giovanna Degasperi, Junquan Liu, Ningyan Zhang, Zhiqiang An, Diana R Tomchick, R Max Wynn, Da Young Oh, Philipp E Scherer

Faculty, Staff and Student Publications

Leptin, a hormone primarily secreted by adipocytes, regulates energy balance and systemic metabolism through its interaction with the leptin receptor (LEPR). Beyond these functions, leptin signaling has been implicated in the pathogenesis of tissue fibrosis. Here, we report the x-ray crystal structures of a leptin-neutralizing antibody (hLep3) in the unbound and leptin-bound states. The interaction of this antibody with leptin mimics the interaction of the LEPR with leptin, providing direct insights into the mechanism by which the antibody disrupts leptin signaling. We furthermore evaluate the therapeutic potential of neutralizing leptin with this antibody across distinct mouse models of fibrosis affecting …

Mir147 Promotes Mucosal Integrity And Healing In Intestinal Inflammation, Agnieszka K Czopik, Arash Dabiri, Chia-Hao Tung, Victoria Vaughn, Xiangsheng Huang, Jinlian Wang, Hui Li, Nicolas F Moreno, Natalia V Piwko, Katherine Figarella, Hongfang Liu, Zhongming Zhao, Xiaoyi Yuan, Holger K Eltzschig

Faculty, Staff and Student Publications

The intestinal mucosal epithelium forms a barrier between luminal contents and the body. MicroRNAs (miRNAs) regulate mucosal homeostasis by controlling inflammatory responses and structural integrity. Here, we discovered a protective role for miR147 in intestinal inflammation using a miR147tdTomato reporter mouse. miR147 was enriched in the intestines, with the highest expression in the colonic epithelial cells at the luminal surface, with prominent expression in differentiated enterocytes. Mice with general or intestinal epithelial deletion of miR147 showed increased intestinal inflammation and diminished mucosal healing during colitis. RNA sequencing of miR147-deficient cells showed dysregulated immune signaling, with upregulated proinflammatory cytokine pathways and …

Lifestyle Data-Based Multiclass Obesity Prediction With Interpretable Ensemble Models Incorporating Shap And Lime Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Obesity is a major public health concern. Predicting obesity risk from lifestyle data can guide targeted interventions, but current models remain limited. This study first evaluates ensemble learning methods and then combines approaches to improve prediction accuracy and generalizability. Four ensemble techniques-boosting, bagging, stacking, and voting-were tested. Five boosting and five bagging models were constructed alongside voting and stacking models. Hyperparameter tuning optimized performance, and feature importance analysis guided potential feature elemination. In phase two, hybrid stacking and voting models integrated the best-performing boosting and bagging models to enhance predictive capability. Model robustness was ensured through k-fold cross-validation and statistical …

Genome-Wide Association Study Of Childhood B-Cell Acute Lymphoblastic Leukemia Reveals Novel African Ancestry-Specific Susceptibility Loci, Cindy Im, Andrew R Raduski, Lauren J Mills, Kashi Raj Bhattarai, Robert J Mobley, Kelly R Barnett, Zhanni Lu, Kenneth Liao, Nathan Anderson, Rebecca A Johnson, Erica Langer, Anthony J Hooten, Alix E Seif, Kathrin M Bernt, Matthew Tsang, Brandon A Mamou, Luis Gil-De-Gómez, Julie A Wolfson, Danielle N Friedman, Neerav Shukla, Laura J Klesse, Erin L Marcotte, Lingyun Ji, Alice Dang, Minjie Luo, Yiming Zhong, Jalen Langie, Charleston W K Chiang, Adam De Smith, Joseph L Wiemels, Andrew Dewan, Xiaomei Ma, Catherine Metayer, Zhaoming Wang, Heather H Nelson, Nathan Pankratz, Tianzhong Yang, Saonli Basu, Lucie M Turcotte, Jun J Yang, Daniel Savic, Michael E Scheurer, Logan G Spector

Faculty, Staff and Students Publications

B-cell acute lymphoblastic leukemia (B-ALL) is the most common pediatric malignancy. Given racial/ethnic differences in incidence and outcomes, B-ALL genome-wide association studies among children of African ancestry are needed. Leveraging multi-institutional datasets with 840 African American children with B-ALL and 3360 controls, nine loci achieved genome-wide significance (P <  5 × 10−8) after meta-analysis. Two loci were established trans-ancestral susceptibility regions (IKZF1, ARID5B), while the remaining novel loci were specific to African populations. Five-year overall survival among children carrying novel risk alleles was significantly worse (83% versus 96% in non-carriers, P = 4.8 × 10−3). Novel risk variants were also associated with subtype-specific disease (P <  0.05), including higher susceptibility for a subtype overrepresented in African American children (TCF3-PBX1) and lower …

A Standard-Based Taxonomy Of Features That Affect User Response To Clinical Decision Support Alerts, Siru Liu, Allison B Mccoy, Dean F Sittig, Josh F Peterson, Thomas A Lasko, Adam Wright

Faculty, Staff and Student Publications

Objective: The objective of this work is to develop a standard-based taxonomy of features that might affect user response to alerts using evidence from literature and public alert logic repositories.

Methods: We developed a taxonomy of features using multiple sources: (1) the Agency for Healthcare Research and Quality (AHRQ) CDS Connect Repository, (2) alert logic from commercial electronic health record (EHR) customers, and (3) published literature. Three categories (patient, provider, environment/context) were used a priori to develop the taxonomy. The final taxonomy was mapped to the Fast Healthcare Interoperability Resources (FHIR) standard for development of standardized CDS services.

Results: Aggregating …

Influences On Emergency Clinician Use Of Health Information Exchange: Interview Study, Brian E. Dixon, Umesh Ghimire, Benjamin Richter, Corinne Bowditch, Saurabh Rahurkar, John T. Finnell, Joshua R. Vest

Division of Internal Medicine Faculty Papers & Presentations

BACKGROUND: Health information exchange (HIE) supports clinical decision-making in emergency medicine settings. Despite evidence and policies that encourage the adoption of HIE, use by clinicians is limited. Moreover, few studies examine HIE use years after adoption by hospitals or clinics.

OBJECTIVE: This study aims to examine the perceptions and use of a mature, operational HIE system by emergency department clinicians years after its implementation.

METHODS: We interviewed 21 clinicians in various roles (eg, attending physician and nurse practitioner) across multiple health systems that participate in a statewide HIE network. We asked questions about their use of the HIE system and …

Insights, Opportunities, And Challenges Provided By Large Cell Atlases, Martin Hemberg, Federico Marini, Shila Ghazanfar, Ahmad Al Ajami, Najla Abassi, Benedict Anchang, Bérénice A Benayoun, Yue Cao, Ken Chen, Yesid Cuesta-Astroz, Zachary Debruine, Calliope A Dendrou, Iwijn De Vlaminck, Katharina Imkeller, Ilya Korsunsky, Alex R Lederer, Jessica Jingyi Li, Pieter Meysman, Clint L Miller, Kerry A Mullan, Uwe Ohler, Pratibha Panwar, Nikolaos Patikas, Jonas Schuck, Jacqueline H Y Siu, Timothy J Triche, Alex Tsankov, Sander W Van Der Laan, Masanao Yajima, Jean Yang, Fabio Zanini, Ivana Jelic

Faculty, Staff and Student Publications

The field of single-cell biology is growing rapidly, generating large amounts of data from a variety of species, disease conditions, tissues, and organs. Coordinated efforts such as CZI CELLxGENE, HuBMAP, Broad Institute Single Cell Portal, and DISCO allow researchers to access large volumes of curated datasets, including more than just scRNA-seq data. These resources have created an opportunity to build and expand the computational biology ecosystem to develop tools necessary for data reuse and for extracting novel biological insights. We highlight achievements made so far, areas where further development is needed, and specific challenges that need to be overcome.

Visualization Of Lysosomal Membrane Proteins By Cryo Electron Tomography, Bridget M Mcveigh, José J De Jesús-Pérez, Dirk H Siepe, Prerana Gogoi, Shrawan Kumar Mageswaran, Marian Kalocsay, Elaine M Mihelc, Vera Y Moiseenkova-Bell

Faculty, Staff and Student Publications

Lysosomes are essential organelles for cellular homeostasis and signaling, with dysfunction linked to neurological disorders, lysosomal storage diseases, and cancer. While proteomics has advanced our understanding of lysosomal composition, the structural characterization of lysosomal membrane proteins in their native environment remains a significant challenge. Here, we developed a cryo electron tomography workflow to visualize lysosomal membrane proteins within intact, native lysosomal membranes. We isolated endolysosomes by independently targeting two lysosomal membrane proteins, transient receptor potential mucolipin 1 and transmembrane protein 192, enriching organelles that exhibited the expected morphology and proteomic composition of the endolysosomal system. Sub-tomogram averaging enabled the structural …

Genetic Determinants And Genomic Consequences Of Non-Leukemogenic Somatic Point Mutations, Joshua S Weinstock, Sharjeel A Chaudhry, Maria Ioannou, Maria Viskadourou, Paula Reventun, Yasminka A Jakubek, L Alexander Liggett, Cecelia Laurie, Jai G Broome, Alyna Khan, Kent D Taylor, Xiuqing Guo, Patricia A Peyser, Eric Boerwinkle, Nathalie Chami, Eimear E Kenny, Ruth J Loos, Bruce M Psaty, Russell P Tracy, Jennifer A Brody, Jeong H Yun, Michael H Cho, Ramachandran S Vasan, Sharon L Kardia, Jennifer A Smith, Laura M Raffield, Aurelian Bidulescu, Emily C O'Brien, Mariza De Andrade, Jerome I Rotter, Stephen S Rich, Russell P Tracy, Yii Der Ida Chen, C Charles Gu, Chao A Hsiung, Charles Kooperberg, Bernhard Haring, Rami Nassir, Rasika Mathias, Alex Reiner, Vijay G Sankaran, Charles J Lowenstein, Thomas W Blackwell, Goncalo R Abecasis, Albert V Smith, Hyun M Kang, Pradeep Natarajan, Siddhartha Jaiswal, Alexander Bick, Wendy S Post, Paul Scheet, Paul Auer, Theodoros Karantanos, Alexis Battle, Marios Arvanitis

Faculty, Staff and Students Publications

Clonal hematopoiesis (CH) is defined by the expansion of a lineage of genetically identical cells in blood. Genetic lesions that confer a fitness advantage, such as leukemogenic point mutations or mosaic chromosomal alterations (mCAs), are frequent mediators of CH. However, recent analyses of both single cell-derived colonies of hematopoietic cells and population sequencing cohorts have revealed CH frequently occurs in the absence of known driver genetic lesions. To characterize CH without known driver genetic lesions, we use 51,399 deeply sequenced whole genomes from the NHLBI TOPMed sequencing initiative to perform simultaneous germline and somatic mutation analyses among individuals without leukemogenic …

Large Language Models As Information Providers For Appropriate Antimicrobial Use: Computational Text Analysis And Expert-Rated Comparison Of Chatgpt, Claude And Gemini, Marcello Di Pumpo, Maria Rosaria Gualano, Danilo Buonsenso, Francesca Raffaelli, Daniele Donà, Vittorio Maio, Patrizia Laurenti, Walter Ricciardi, Leonardo Villani

College of Population Health Faculty Papers

OBJECTIVES: Antimicrobial resistance is a critical public health threat. Large language models (LLMs) show great capability for providing health information. This study evaluates the effectiveness of LLMs in providing information on antibiotic use and infection management.

METHODS: Using a mixed-method approach, responses to healthcare expert-designed scenarios from ChatGPT 3.5, ChatGPT 4.0, Claude 2.0 and Gemini 1.0, in both Italian and English, were analysed. Computational text analysis assessed readability, lexical diversity and sentiment, while content quality was assessed by three experts via DISCERN tool.

RESULTS: 16 scenarios were developed. A total of 101 outputs and 5454 Likert-scale (1-5) scores were obtained …

Tng260 Is A Small-Molecule Corest Inhibitor That Sensitizes Stk11-Mutant Tumors To Anti-Pd-1 Immunotherapy, Leanne G Ahronian, Soumyadip Sahu, Minjie Zhang, Ayushi S Patel, Ke Geng, Reshmee Bhattacharya, Gerald S Falchook, Jonathan W Goldman, Alexander I Spira, Salman R Punekar, David R Spigel, Judy S Wang, Ferdinandos Skoulidis, Janaye Stephens, Mary Meynardie, Jaylen M Powell, Alfonso Lopez, Michela Ranieri, Magdalena A Ploszaj, Yi Jer Tan, Yeuan Ting Lee, Yi Yu, Jiehui Deng, Ting Chen, Patrick Mccarren, Alice Tsai, Suleman S Hussain, Brian Doyon, Kenjie Amemiya, Jacques Ermolieff, Preksha Shahagadkar, Nikitha M Das, Lauren R Flynn, Julie A Shields, Laney Danielczyk, Brian J Mcmillan, Andre Mignault, Samuel R Meier, Hsin-Jung Wu, David J Guerin, Douglas A Whittington, Chengyin Min, Iga Sienczylo, John P Maxwell, Heather J Dibenedetto, Hideo Watanabe, Brian B Haines, Alan Huang, Adam Crystal, Jannik N Andersen, Xinyuan Wu, Kwok-Kin Wong

Faculty, Staff and Student Publications

Patients with non–small cell lung cancer (NSCLC) with loss of the tumor suppressor gene STK11 are resistant to immune checkpoint therapies like anti–PD-1. In this study, we conducted an in vivo CRISPR screen that identified histone deacetylase 1 as a target to reverse anti–PD-1 resistance driven by loss of STK11 and developed TNG260, a potent small-molecule inhibitor of the CoREST complex with selectivity exceeding previously generated inhibitors in this class in preclinical studies. Treatment with TNG260 led to increased expression of immunomodulatory genes in STK11-deficient cancer cells. When combined with anti–PD-1, TNG260 induced immune-mediated stasis and/or regression in STK11 …

Preoperative Brain Mapping Predicts Language Outcomes After Eloquent Tumor Resection, Matthew T Muir, Kyle Noll, Sarah Prinsloo, Hayley Michener, Jeffrey I Traylor, Vinodh A Kumar, Chibawanye I Ene, Sherise Ferguson, Ho-Ling Liu, Jeffrey S Weinberg, Frederick Lang, Brian A Taylor, Stephanie J Forkel, Sujit S Prabhu

Faculty, Staff and Student Publications

When operating on gliomas near critical language regions, surgeons risk either leaving residual tumor or inducing permanent postoperative language deficits (PLDs). Despite the advent of intraoperative mapping techniques, subjective judgments frequently determine important surgical decisions. We aim to inform data-driven surgery by constructing a non-invasive mapping approach that quantitatively predicts the impact of individual surgical decisions on long-term language function. This study included 79 consecutive patients undergoing resection of language-eloquent gliomas. Patients underwent preoperative navigated transcranial magnetic stimulation (TMS) language mapping to identify language-positive sites ("TMS points") and their associated white matter tracts ("TMS tracts") as well as formal language …

Landscape And Clinicopathologic Features Of Ras Pathway Mutations In Chronic Myelomonocytic Leukemia, Guillermo Montalban-Bravo, Sanam Loghavi, Ziyi Li, Kelly Chien, Rashmi Kanagal-Shamanna, Alex Bataller, Anuya Natu, Mark Gurney, Alexandre Bazinet, Danielle Hammond, Koji Sasaki, Gautam Borthakur, Mahesh Swaminathan, Courtney Dinardo, Tapan Kadia, Farhad Ravandi, Naval Daver, Nicholas Short, Naveen Pemmaraju, Ghayas Issa, Terra L Lasho, Christy M Finke, Aref Al-Kali, Clifford Csizmar, Hassan Alkhateeb, Naseema Gangat, Abhishek A Mangaonkar, Carlos Bueso-Ramos, Ayalew Tefferi, Hagop Kantarjian, Guillermo Garcia-Manero, Mrinal M Patnaik

Faculty, Staff and Student Publications

RAS pathway (RASp) mutations induce proliferative features, and promote transformation in chronic myelomonocytic leukemia (CMML). However, the unique clonal landscape and hierarchy of distinct RASp mutations remain unexplored. To characterize the landscape, architecture, and implications of unique RASp mutations in CMML, we evaluated a cohort of 814 patients with CMML. We identified 461 RASp mutations among 342 patients (42%). N/KRAS and CBL mutations were the most common, frequently involved the P-loop or RING domains, respectively, and frequently appeared as dominant events (63% and 65%, respectively). BRAF, NF1, and PTPN11 mutations spanned throughout the gene structure, and frequently appeared as subclonal …

Optimizing Genetic Ancestry Adjustment In Dna Methylation Studies: A Comparative Analysis Of Approaches, Kira D Höffler, Seyma Katrinli, Matthew W Halvorsen, Anne-Kristin Stavrum, Kevin S O'Connell, Alexey Shadrin, Srdjan Djurovic, Ole A Andreassen, James J Crowley, Jan Haavik, Kristen Hagen, Gerd Kvale, Kerry Ressler, Bjarne Hansen, Jair C Soares, Gabriel R Fries, Alicia K Smith, Stéphanie Le Hellard

Faculty, Staff and Student Publications

Background: Genetic ancestry is an important factor to account for in DNA methylation studies because genetic variation influences DNA methylation patterns. One approach uses principal components (PCs) calculated from CpG sites that overlap with common SNPs to adjust for ancestry when genotyping data is not available. However, this method does not remove technical and biological variations, such as sex and age, prior to calculating the PCs. The first PC is therefore often associated with factors other than ancestry.

Methods: We developed and adapted the adapted EpiAnceR+ approach, which includes (1) residualizing the CpG data overlapping with common SNPs for control …

Yx0798 Is A Highly Potent, Selective, And Orally Effective Cdk9 Inhibitor For Treating Aggressive Lymphoma, Vivian Jiang, Yu Xue, Hong Kim, Qingsong Cai, Tianci Zhang, Lei Nie, Joseph Mcintosh, Yang Liu, Haiying Chen, Jia Zhou, Michael Wang

Faculty, Staff and Student Publications

Nongenetic transcription evolution has been increasingly explored and recognized to drive tumor cell progression and therapeutic resistance. As the regulation hub of transcription machinery, cyclin-dependent kinase 9 (CDK9) is the gatekeeper of RNA polymerase II transcription, and CDK9 dysfunction results in transcriptomic reprogramming and tumor cell progression. We recently reported that the heat shock protein 90 (HSP90)-MYC-CDK9 network drives therapeutic resistance in mantle cell lymphoma (MCL) through transcriptomic reprogramming. We also showed that targeting CDK9 by AZD4573 and enitociclib is a safe and effective treatment in preclinical Mantle Cell Lymphoma (MCL) models, supporting CDK9 as a valid therapeutic target for …

Inhibition Of Osteosarcoma Lung Metastases By Β-Glucan And Cd40 Agonist Is Mediated By Activation Of Macrophages And Nk Cells, Pradeep Shrestha, Rejeena Shrestha, Eugenie S Kleinerman

Faculty, Staff and Student Publications

Background: Osteosarcoma (OS) lung metastases remain a significant therapeutic challenge. Innate immune activation is a promising therapeutic approach. Innate immune agonists can modulate the tumor immune microenvironment and improve therapeutic response.

Methods: Using an experimental syngeneic OS lung metastasis BALB/c mouse model with K7M3-luc OS cells, we evaluated the antitumor effects of yeast-derived particulate β-glucan in prevention and therapeutic settings. We then assessed whether the CD40 agonist (CD40a) in combination with β-glucan increased therapeutic response in two different immune-competent mouse models of OS lung tumor burden.

Results: In the pretreatment settings, mice treated with β-glucan prior to OS cell infusion …

Germline Determinants Of Toxicity And Efficacy In Patients With Large B-Cell Lymphoma Treated With Car T-Cell Therapy, Paolo Strati, Amanda Brandt, Anath C Lionel, Jared Henderson, Jason R Westin, Sherry Adkins, Elizabeth J Shpall, Partow Kebriaei, Jeremy Ramdial, Neeraj Saini, Sairah Ahmed, Christopher Flowers, Sattva S Neelapu, Michelle A T Hildebrandt

Faculty, Staff and Student Publications

Background: Recent data have suggested that germline genetic aberrations can affect outcomes in patients with large B-cell lymphoma (LBCL) treated with chimeric antigen receptor T-cell therapy (CART). However, a comprehensive analysis of germline determinants of response and toxicity after CART has not yet been described.

Methods: Genome-wide genotyping was performed in 170 patients with LBCL treated with standard of care axicabtagene ciloleucel. Polygenic risk score instruments for blood cell traits and inflammatory markers were obtained from the PGS Catalog and analyzed using PRSice-2. Exploratory gene-based and genome-wide association study analyses were performed. Genetic ancestry of the patients with LBCL was …

Comprehensive Analysis Of The Tumor Targeting Efficiency Of Functionalized Nanoparticles In An Immunocompetent Environment, Nolan Jackson, Nasry Bouzeineddine, Daniel Cecchi, Safara Holder, Katrina Gee, Wayne Beckham, Sameh Basta, Sunil Krishnan, Devika B Chithrani

Faculty, Staff and Student Publications

The success of nanoparticle-based cancer therapeutics relies on their efficient tumor uptake and retention. Given this, improving nanoparticle localization in tumors is paramount to maximize their therapeutic potential. A common approach to achieve this is to functionalize nanoparticles with active targeting moieties that bind to specific tumor-associated receptors. Among these, arginine-glycine-aspartic acid (RGD) peptides have shown a potential to promote tumor accumulation by targeting the ανβ3 integrin receptor, a receptor commonly overexpressed by tumors owing to its role in promoting angiogenesis, metastasis and proliferation. Yet, its efficacy is commonly assessed using immunocompromised mice models. While useful, these models do not …

A Neuroimmune Cerebral Assembloid Model To Study The Pathophysiology Of Familial Alzheimer's Disease, Andrea Becerra-Calixto, Anik Banerjee, Huihui Fan, Chunfeng Tan, Eunyoung Lee, Louise D Mccullough, Juneyoung Lee

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is the leading cause of dementia globally. The accumulation of amyloid and tau proteins, neuronal cell death and neuroinflammation are seen with AD progression, resulting in memory and cognitive impairment. Microglia are crucial for AD progression as they engage with neural cells and protein aggregates to regulate amyloid pathology and neuroinflammation. Recent studies indicate that microglia contribute to the propagation of amyloid beta (Aβ) via their immunomodulatory functions including Aβ phagocytosis and inflammatory cytokine production. Three-dimensional cell culture techniques provide the opportunity to study pathophysiological changes in AD in human-derived samples that are difficult to recapitulate in …

Synaptic Transmission Promotes Brain Metastatic Outgrowth In Breast Cancer, Jayanta Mondal, Patrick Nylund, Prit Benny Malgulwar, William E Johnson, Jason T Huse

Faculty, Staff and Student Publications

This work demonstrates that normal neuron-to-neuron signaling machinery is hijacked by metastasizing cancer cells during their outgrowth in the central nervous system.

Quiescent Oxphos-High Triple-Negative Breast Cancer Cells That Persist After Chemotherapy Depend On Bcl-Xl For Survival, Slawomir Andrzejewski, Marie Winter, Leandro Encarnacao Garcia, Olusiji Akinrinmade, Francisco Madeira Marques, Emmanouil Zacharioudakis, Anna Skwarska, Julio Aguirre-Ghiso, Marina Konopleva, Guangrong Zheng, Susan A Fineberg, Daohong Zhou, Evripidis Gavathiotis, Tao Wang, Eugen Dhimolea

Faculty, Staff and Student Publications

The persistent residual tumor cells that survive after chemotherapy are a major cause of treatment failure, but their survival mechanisms remain largely elusive. These cancer cells are typically characterized by a quiescent state with suppressed activity of MYC and MTOR. We observed that the MYC-suppressed persistent triple-negative breast cancer (TNBC) cells are metabolically flexible and can upregulate mitochondrial oxidative phosphorylation (OXPHOS) genes and respiratory function ("OXPHOS-high" cell state) in response to DNA-damaging anthracyclines such as doxorubicin, but not to taxanes. The elevated biomass and respiratory function of mitochondria in OXPHOS-high persistent cancer cells were associated with mitochondrial elongation and remodeling, …

Enhanced Piezo1 Function Contributes To The Pathogenesis Of Sickle Cell Disease, Luis O Romero, Manisha Bade, Laila Elsherif, Jada D Williams, Xiangmei Kong, Adebowale Adebiyi, Kenneth I Ataga, Shang Ma, Julio F Cordero-Morales, Valeria Vásquez

Faculty, Staff and Student Publications

Sickle cell disease (SCD), an inherited blood disorder caused by a mutation in the β-globin gene, is characterized by sickle erythrocytes that are prone to hemolysis, leading to anemia and vaso-occlusion crises. In sickle erythrocytes, hemoglobin aggregation is followed by altered cation permeability and subsequent dehydration. Interventions that restore cation permeability can decrease hemolysis and ameliorate the symptoms associated with SCD. PIEZO1 is a nonselective mechanosensitive cation channel that regulates erythrocyte volume. Gain-of-function (GOF) mutations in PIEZO1 cause hemolytic anemia by increasing cation permeability, leading to erythrocyte dehydration in humans and mice. Although PIEZO1 plays a key role in erythrocyte …