Medical Specialties Commons^™

Expression Graph Network Framework For Biomarker Discovery, Yang Liu, Jason Huse, Kasthuri Kannan

Faculty, Staff and Student Publications

Biomarker discovery for complex diseases, such as cancer, hinges on uncovering molecular signatures that capture intricate, interconnected relationships within biological data-a challenge that traditional statistical and machine learning methods often fail to meet due to the complexity of high-dimensional gene expression profiles. To overcome this, we introduce the expression graph network framework (EGNF). This cutting-edge graph-based approach integrates graph neural networks with network-based feature engineering to enhance the predictive identification of biomarkers. EGNF constructs biologically informed networks by combining gene expression data and clinical attributes within a graph database, utilizing hierarchical clustering to generate dynamic, patient-specific representations of molecular interactions. …

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

Faculty, Staff and Student Publications

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

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

Faculty, Staff and Student Publications

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

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

Faculty, Staff and Student Publications

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

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

Deciphering Transcriptomic Changes In Chemobrain: A Comprehensive Review, Tusar Kanta Acharya, Yuan Pan, Peter M Grace, Cobi J Heijnen, Rajasekaran Mahalingam

Faculty, Staff and Student Publications

Chemotherapy-induced cognitive impairments (CICI), colloquially known as "chemobrain," represents a profound and debilitating side effect experienced by a significant number of cancer survivors, impacting their memory, multitasking, and quality of life. This review critically evaluates the molecular mechanisms underlying CICI, with a particular focus on the insights gained from transcriptomic analyses. As cancer incidence rises globally, understanding the complex interplay between chemotherapy agents and their cognitive repercussions becomes increasingly vital. Key mechanisms implicated in CICI include blood-brain barrier disruption, neuroinflammation, and oxidative stress as a result of various chemotherapy treatments, such as doxorubicin, cisplatin, and paclitaxel. We delve into advanced …

Ras-Membrane Interaction And Oligomerization: There Is More Than Meets The Eye, Abraham C Sianoya, Vijay K Bhardwaj, Alemayehu A Gorfe

Faculty, Staff and Student Publications

Membrane association is fundamental to Rat sarcoma (RAS) function, driving both its physiologic signaling and oncogenic transformation. This review consolidates recent advances in the study of RAS-membrane interactions, emphasizing the molecular mechanisms underlying its membrane engagement and oligomerization. We first discuss the roles of RAS lipid modification and conformational diversity of its intrinsically disordered C-terminus in these processes, and we then examine the debate surrounding RAS dimerization and its potential role in the formation of higher-order oligomers. By integrating emerging insights into these issues, we offer our own perspectives on the driving forces of RAS oligomerization and propose potential new …

Epigenetic Modulation Of Bard1 To Enhance Anti-Vegf Therapy, Emine Bayraktar, Cristian Rodriguez-Aguayo, Elaine Stur, Sudhir Kumar, Lingegowda S Mangala, Nicholas B Jennings, Nazende Nur Bayram, Sara Corvigno, Amma Asare, Cristina Ivan, Mark S Kim, Thanh Chung Vu, Pahul Hanjra, Sangbae Kim, Adrian Lankenau Ahumada, Weichem Wu, Sanghoon Lee, Anna Szymanowska, Hulya Oztatlici, Marcos R Estecio, Ju-Seog Lee, Abhinav K Jain, Nidhi Sahni, John P Hagan, Stephen Baylin, Jinsong Liu, Gabriel Lopez-Berestein, Sunila Pradeep, Anil K Sood

Faculty, Staff and Student Publications

Despite the clinical use of anti-vascular endothelial growth factor (VEGF) antibodies (AVAs) in cancer therapy, resistance frequently develops, leading to disease progression. To address this, we identify a previously unknown role for breast cancer type 1 susceptibility protein (BRCA1)-associated RING domain 1 (BARD1) in modulating AVA sensitivity. Epigenetic modulation-via global and targeted DNA methylation-reveals BARD1 as a key regulator of angiogenesis. Sequential treatment with azacytidine overcomes AVA resistance in vivo. To enable precise epigenetic reactivation, we develop a liposomal CRISPR-deactivated Cas9 (dCas9)-TET1 system guided by BARD1-targeting single-guide RNAs (sgRNAs). This platform achieves CpG-specific demethylation of the BARD1 promoter, restores expression, …

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

Faculty, Staff and Student Publications

Not available.

Adams Contribute To Triple Negative Breast Cancer Via Mtorc1 Pathway: Targeting Adam-Mtor Axis Improves Efficacy, Shuying Liu, Huiqin Chen, Mihai Gagea, Lorenzo Federico, Fan Zhang, Javier Gomez, Kim-Anh Do, William F Symmans, Gabriel N Hortobagyi, Gordon B Mills, Ana M Gonzalez-Angulo, Debasish Tripathy

Faculty, Staff and Student Publications

Breast cancer is the most frequently diagnosed cancer globally and the second leading cause of cancer-related deaths in American women. Triple-negative breast cancer (TNBC) lacks estrogen receptor, progesterone receptor, and human epidermal growth factor receptor 2. Thus, fewer targeting therapies are available for this most aggressive subtype. The A Disintegrin and Metalloproteinase (ADAM) family plays a vital role in cancer pathophysiology. Previous studies focused on single ADAM members. However, none of these have entered into the clinical arena as diagnostics or therapeutics for breast cancer. In this study, we demonstrate the upregulation of a panel of ADAM members in TNBC, …

A Protective Role Of Src-1 Against Aging Associated Cognitive Decline, Hesong Liu, Yongjie Yang, Jonathan C Bean, Yang He, Hailan Liu, Rambabu Majji, Chen Liang, Nan Zhang, Meng Yu, Longlong Tu, Qingzhuo Liu, Yue Deng, Kristine M Conde, Na Yin, Mengjie Wang, Yongxiang Li, Junying Han, Sanika Vattakuzhiyil Jossy, Megan Elyse Burt, Hari Krishna Yalamanchili, Chunmei Wang

Duncan NRI Faculty and Staff Publications

Introduction: Research indicates a strong correlation between obesity and the risk of dementia, both are linked to steroid receptor coactivator-1 (SRC-1), a transcriptional coactivator.

Methods: We used RNA sequencing analysis (RNA-Seq) to investigate the transcriptome of SRC-1-KO mice, and identified S100 calcium-binding protein A6 (S100A6), an AD associated gene, as one target of SRC-1. We tested cognitive behaviors in SRC-1-KO mice and mice with a humanized SRC-1 mutation (SRC-1L1376P), and performed promoter luciferase assays on S100A6.

Results: Loss of SRC-1 caused alterations in gene signatures that are commonly associated with neurodegenerative diseases, including AD, and diminished the neural plasticity of …

Heterozygous Variants In Plcg1 Affect Hearing, Vision, Cardiac, And Immune Function, Mengqi Ma, Yiming Zheng, Mingxi Deng, Shenzhao Lu, Xueyang Pan, Xi Luo, Michelle Etoundi, David Li-Kroeger, Kim C Worley, Lindsay C Burrage, Lauren S Blieden, Aimee Allworth, Wei-Liang Chen, Giuseppe Merla, Barbara Mandriani, Catherine E Otten, Pierre Blanc, Jill A Rosenfeld, Debdeep Dutta, Shinya Yamamoto, Michael F Wangler, Ian A Glass, Jingheng Chen, Elizabeth Blue, Paolo Prontera, Jeremie Rosain, Sandrine Marlin, Seema R Lalani, Hugo J Bellen, Undiagnosed Diseases Network

Duncan NRI Faculty and Staff Publications

Phospholipase C isozymes (PLCs) hydrolyze phosphatidylinositol 4,5-bisphosphate (PIP₂) into inositol 1,4,5-trisphosphate (IP₃) and diacylglycerol (DAG), important signaling molecules involved in many cellular processes including Ca²⁺ release from the endoplasmic reticulum (ER). PLCG1 encodes the PLCγ1 isozyme that is broadly expressed. Hyperactive somatic mutations of PLCG1 are observed in multiple cancers, but only one germline variant has been reported. Here, we describe seven individuals with heterozygous missense variants in PLCG1 [p.(Asp1019Gly), p.(His380Arg), p.(Asp1165Gly), and p.(Leu597Phe)] who present with hearing impairment (5/7), ocular pathology (4/7), cardiac septal defects (3/6), and various immunological issues (5/7). To model these …

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

Faculty, Staff and Student Publications

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

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

Faculty, Staff and Student Publications

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

The Role Of Recruited Adipose Stromal Cells And Their Fibroblastic Differentiation In Cancer, Lingyi Cai, Mikhail G Kolonin, Dimitris Anastassiou

Faculty, Staff and Student Publications

Adipose stromal cells (ASCs) are perivascular mesenchymal progenitors of adipose tissue. In cancer patients, ASCs can mobilize and migrate to the tumor, where they subsequently play an important role in cancer progression. This biological process involves the conversion of recruited ASCs into cancer-associated fibroblasts (CAFs). ASC-derived CAFs influence the tumor microenvironment through extracellular matrix remodeling, vascularization, and immunomodulation. These and other processes mediated by secreted paracrine factors also affect gene expression in carcinoma cells to promote the epithelial-mesenchymal transition (EMT), metabolic adaptation, survival, and invasiveness of cancer cells. ASC-derived CAFs can enhance tumor aggressiveness, accounting in part for the link …

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

Faculty, Staff and Student Publications

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

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

Blood And Neuronal Extracellular Vesicle Mitochondrial Disruptions In Schizophrenia, A Ankeeta, Ashutosh Tripathi, Bindu Pillai, Yizhou Ma, Joshua J Chiappelli, Jessica N Jernberg, Keiko Kunitoki, Xiaoming Du, Si Gao, Bhim M Adhikari, Consuelo Walss-Bass, Giselli Scaini, Peter Kochunov, Anilkumar Pillai, L Elliot Hong

Faculty, Staff and Student Publications

The high energy demand of the human brain obligates robust mitochondrial energy metabolism, while mitochondrial dysfunctions have been linked to neuropsychiatric disorders, including schizophrenia spectrum disorders (SSD). However, in vivo assessments that can directly inform brain mitochondrial functioning and its etiopathophysiological path to SSD remain difficult to obtain. We hypothesized that system and brain mitochondrial dysfunctions in SSD may be indexed by elevated cell-free mitochondrial DNA (cf-mtDNA) levels in the blood and in neuronal extracellular vesicles (nEVs). We also explored if these mtDNA marker elevations were associated with brain metabolites as measured by magnetic resonance spectroscopy (MRS). We examined blood …

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

Faculty, Staff and Student Publications

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

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

Enhancing Cataract Surgery Outcomes: Optimal Use Of Pre- And Post-Operative Eye Drops, Keith Skolnick M.D., Anu Valiaveedu

Mako: NSU Undergraduate Student Journal

Many preoperative and postoperative cataract patients struggle with comprehending the use of prescription medication as directed. Language barriers and low health literacy levels are major factors contributing to improper use of prescriptions. To increase patients comprehension, the Fort Lauderdale Eye Institute employed an educational intervention consisting of a live presentation and an instructional video. Results found that 44% of patients were hesitant to ask questions to clinical staff, 32% felt overwhelmed, and nearly 70% lacked confidence in using their prescribed eye drops. Following the intervention, 91% of patients reported increased confidence in their medications, and most indicated that the video …

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

Faculty, Staff and Student Publications

No abstract provided.

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

Faculty, Staff and Student Publications

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

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

Results: Over a period of 7 years, 677 …

A Multimodal Approach To Assess A Liposomal Carrier’S Biodistribution, Stability, And Clearance, Cayla A Wood, Claire E Jones, Ananthakrishnan Soundaram Jeevarathinam, Riley Watson, Sangheon Han, Jennifer Meyer, Konstantin V Sokolov, Richard R Bouchard

Faculty, Staff and Student Publications

Liposomal carriers, used for site-specific drug delivery, are being investigated for diagnostic approaches by replacing the therapeutic with an imaging contrast agent, exploring potential for selective treatment planning. There remains a critical need to improve in vivo assessment of biodistribution, stability, and clearance kinetics of liposomal carriers. This pilot study presents a multimodal approach in which liposome-encapsulated J-aggregated indocyanine green (ICG) dye (Lipo-JICG) is imaged with high spatial resolution using both in vivo photoacoustic (PA) imaging, to assess the absorbance characteristics of JICG and monomeric ICG, and ex vivo cryofluorescence tomography (CFT), to measure ICG fluorescence. An in vitro assay …

Prefrontal Cortex Astrocytes Modulate Distinct Neuronal Populations To Control Anxiety-Like Behavior, Eunyoung Kim, Hairuo Du, Yanqi Tan, Brandon L Brown, Yaowen Chang, Blanca Díaz-Castro, Jonathan V Sweedler, Xinzhu Yu

Faculty, Staff and Student Publications

Accumulating evidence has supported diverse regulatory functions of astrocytes in different neural circuits as well as various aspects of complex behaviors. However, little is known about how astrocytes regulate different neuronal subpopulations that are linked to specific behavioral aspects within a single brain region. Here, we show that astrocytes in the medial prefrontal cortex (mPFC) encode anxiogenic environmental cues in freely behaving mice. Silencing mPFC astrocyte Ca

Phase 1/2 Trial Of Encorafenib, Cetuximab, And Nivolumab In Microsatellite Stable Brafv600e Metastatic Colorectal Cancer, Van K Morris, Christine M Parseghian, Vahid Bahrambeigi, Nourhan Abdelfattah, Lianchun Xiao, Anjali Agrawal, Kangyu Lin, Kanwal P S Raghav, Robert A Wolff, Arvind Dasari, Ryan W Huey, Bryan K Kee, Michael J Overman, Jason A Willis, Phat H Le, Michelle Escano, Yunyu C Baig, Kelsey Pan, David Menter, Alda L Tam, Wai C Foo, Li Shen, Hey Min Lee, Thomas D Gallup, Cori Margain, Dave Gallup, Kimal I Rajapakshe, Paola A Guerrero, Jing Wang, Ryan B Corcoran, Anirban Maitra, Kyuson Yun, Scott Kopetz

Faculty, Staff and Student Publications

The BRAF inhibitor encorafenib and anti-epidermal growth factor receptor (EGFR) antibody cetuximab modestly improve survival for patients with microsatellite stable (MSS) BRAFV600E metastatic colorectal cancer (mCRC), characterized by higher immune activation than MSS BRAFwild-type colorectal cancer (CRC). In this phase 1/2 study (NCT04017650) of 26 participants with MSS BRAFV600E mCRC who received encorafenib, cetuximab, and anti-PD-1 antibody nivolumab, we report an overall response rate of 50% (95% confidence interval [CI] 29–71) and median progression-free survival of 7.4 months (95% CI, 5.6–9.6). Transcriptomic profiling of pretreatment biopsies and extracellular vesicle RNA (evRNA) isolated from plasma show …

Circzfr/Ythdf3 Axis Drives Lymph Node Metastasis In Cervical Cancer Via Fasn Translation, Mingyi Zhou, Yan Gao, Yong Zhang, Lian He, Bo Gao, Yue Zhang, Francois X Claret, George A Calin, Danbo Wang

Faculty, Staff and Student Publications

Background: Lymph node metastasis is a key driver of poor outcomes in cervical cancer. However, the molecular mechanisms of circular RNAs (circRNAs) driving cervical cancer lymph node metastasis remain unclear.

Methods: We identified circZFR, fatty acid synthase (FASN) and YTH N6-methyladenosine RNA binding protein F3 (YTHDF3) protein expression in the cervical cancer patients with long and short disease-free survival (DFS). Functional experiments were performed to investigate the function of circZFR, FASN and YTHDF3 on cell migration and invasion. MeRIP-qPCR, RNA pulldown, RNA Immunoprecipitation (RIP), and Co-Immunoprecipitation (Co-IP) assays were executed to investigate the mechanism of circZFR regulating FASN protein expression. …

Human Interpretable Grammar Encodes Multicellular Systems Biology Models To Democratize Virtual Cell Laboratories, Jeanette A I Johnson, Daniel R Bergman, Heber L Rocha, David L Zhou, Eric Cramer, Ian C Mclean, Yoseph W Dance, Max Booth, Zachary Nicholas, Tamara Lopez-Vidal, Atul Deshpande, Randy Heiland, Elmar Bucher, Fatemeh Shojaeian, Matthew Dunworth, André Forjaz, Michael Getz, Inês Godet, Furkan Kurtoglu, Melissa Lyman, John Metzcar, Jacob T Mitchell, Andrew Raddatz, Jacobo Solorzano, Aneequa Sundus, Yafei Wang, David G Denardo, Andrew J Ewald, Daniele M Gilkes, Luciane T Kagohara, Ashley L Kiemen, Elizabeth D Thompson, Denis Wirtz, Laura D Wood, Pei-Hsun Wu, Neeha Zaidi, Lei Zheng, Jacquelyn W Zimmerman, Jude M Phillip, Elizabeth M Jaffee, Joe W Gray, Lisa M Coussens, Young Hwan Chang, Laura M Heiser, Genevieve L Stein-O'Brien, Elana J Fertig, Paul Macklin

Faculty, Staff and Student Publications

Cells interact as dynamically evolving ecosystems. While recent single-cell and spatial multi-omics technologies quantify individual cell characteristics, predicting their evolution requires mathematical modeling. We propose a conceptual framework-a cell behavior hypothesis grammar-that uses natural language statements (cell rules) to create mathematical models. This enables systematic integration of biological knowledge and multi-omics data to generate in silico models, enabling virtual "thought experiments" that test and expand our understanding of multicellular systems and generate new testable hypotheses. This paper motivates and describes the grammar, offers a reference implementation, and demonstrates its use in developing both de novo mechanistic models and those informed …

Β-Catenin Functions As A Molecular Adapter For Disordered Cbaf Interactions, Yuen San Chan, Qinyu Gao, Sarah A Robinson, Wenzhi Wang, Ruzena Filandrova, Lisa-Maria Weinhold, Mario Loeza Cabrera, Miao Zhang, Chandra Shekar R Ambati, Antonio M Lerario, Nagireddy Putluri, Katja Kiseljak-Vassiliades, Margaret E Wierman, Mouhammed Amir Habra, Gary D Hammer, Vaclav Veverka, Katerina Cermakova, H Courtney Hodges

Faculty, Staff and Students Publications

BAF (SWI/SNF) chromatin remodelers engage binding partners to generate site-specific DNA accessibility. However, the basis for interaction between BAF and divergent binding partners has remained unclear. Here, we tested the hypothesis that scaffold proteins augment BAF's binding repertoire by examining β-catenin (CTNNB1) and steroidogenic factor 1 (SF-1, NR5A1), a transcription factor central to steroid production in human cells. BAF inhibition rapidly opposed SF-1/β-catenin enhancer occupancy, impairing SF-1 target activation and SF-1/β-catenin autoregulation. These effects arise due to β-catenin's role as a molecular adapter between SF-1 and an intrinsically disordered region (IDR) of the canonical BAF (cBAF) subunit ARID1A. In contrast …

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

Faculty, Staff and Student Publications

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

Clinical Validity Of Foundationone Liquid Cdx For Detection Of Braf V600e In Colorectal Cancer, Rona Yaeger, Jean-François Martini, Lincoln Pasquina, Brian Tunquist, Xiaosong Zhang, Fatima Khaiser, Norberto Panoja Galicia, Shibing Deng, Siliang Gong, Cui Guo, Jimmy Kiely, Ta-Chou Vincent Ng, Graham Ferrier, Josep Tabernero, Scott Kopetz

Faculty, Staff and Student Publications

Background: The BRAF inhibitor encorafenib plus the anti-EGFR antibody cetuximab improved overall survival, objective response rate, and progression-free survival in previously treated BRAF V600E-mutant metastatic colorectal cancer in BEACON, a phase 3 randomized trial, leading to regulatory approval for this indication. To support rapid, plasma-based testing for BRAF V600E identification, clinical validity of a circulating tumor DNA (ctDNA)-based assay, FoundationOne®Liquid CDx (F1LCDx) was assessed, versus the reference tumor-based clinical trial assay (CTA) in liquid biopsy-evaluable samples from BEACON and commercially-obtained tissue-matched plasma samples.

Methods: Pre-treatment tissue samples were collected in BEACON to confirm BRAF mutational status using the central single …

First-Line Pd-1 +/- Ctla-4 Blockade In Patients With Deficient Mismatch Repair And/Or Microsatellite Instability-High Metastatic Colorectal Cancer, Vincenzo Nasca, Gabriele Tinè, Julien Taieb, Sara Lonardi, Ben Boursi, Ofer Margalit, Lisa Salvatore, Romain Cohen, Javier Ros, Margherita Ambrosini, Koen Zwart, Jeanine Roodhart, Priya Jayachandran, Michael J Overman, Maria Elena Elez, Chiara Cremolini, David Tougeron, Miriam Koopman, Thierry André, Rosalba Miceli, Filippo Pietrantonio

Faculty, Staff and Student Publications

Background: Patients with deficient mismatch repair (dMMR) and/or microsatellite instability-high (MSI-H) metastatic colorectal cancer (mCRC) show marked sensitivity to immune checkpoint inhibitors (ICIs). Dual PD-1/CTLA-4 blockade with nivolumab and ipilimumab showed superior progression-free survival (PFS) over chemotherapy and anti-PD-1 monotherapy, but data on treatment-naïve patients is not available yet.

Methods: This international multicenter study included patients with dMMR/MSI-H mCRC receiving either chemotherapy with or without biologics, or anti-PD-1 monotherapy, or dual PD-1/CTLA-4 blockade as a first-line treatment. Data were adjusted using inverse probability of treatment weighting (IPTW) to account for baseline imbalances. IPTW-adjusted survival and subgroup analyses were conducted.

Results: …

Current Practices In The Study Of Biomolecular Acondensates: A Community Comment, Simon Alberti, Paolo Arosio, Robert B Best, Steven Boeynaems, Danfeng Cai, Rosana Collepardo-Guevara, Gregory L Dignon, Rumiana Dimova, Shana Elbaum-Garfinkle, Nicolas L Fawzi, Monika Fuxreiter, Amy S Gladfelter, Alf Honigmann, Ankur Jain, Jerelle A Joseph, Tuomas P J Knowles, Keren Lasker, Edward A Lemke, Kresten Lindorff-Larsen, Reinhard Lipowsky, Jeetain Mittal, Samrat Mukhopadhyay, Sua Myong, Rohit V Pappu, Karsten Rippe, Tatyana A Shelkovnikova, Anthony G Vecchiarelli, Susanne Wegmann, Huaiying Zhang, Mingjie Zhang, Chloe Zubieta, Markus Zweckstetter, Dorothee Dormann, Tanja Mittag

Duncan NRI Faculty and Staff Publications

The realization that the cell is abundantly compartmentalized into biomolecular condensates has opened new opportunities for understanding the physics and chemistry underlying many cellular processes, fundamentally changing the study of biology. The term biomolecular condensate refers to non-stoichiometric assemblies that are composed of multiple types of macromolecules in cells, occur through phase transitions, and can be investigated by using concepts from soft matter physics. As such, they are intimately related to aqueous two-phase systems and water-in-water emulsions. Condensates possess tunable emergent properties such as interfaces, interfacial tension, viscoelasticity, network structure, dielectric permittivity, and sometimes interphase pH gradients and electric potentials–. …