Digital Commons Network^™

Ctla4 Blockade Abrogates Keap1/Stk11-Related Resistance To Pd-(L)1 Inhibitors, Ferdinandos Skoulidis, Haniel A Araujo, Minh Truong Do, Yu Qian, Xin Sun, Ana Galan Cobo, John T Le, Meagan Montesion, Rachael Palmer, Nadine Jahchan, Joseph M Juan, Chengyin Min, Yi Yu, Xuewen Pan, Kathryn C Arbour, Natalie Vokes, Stephanie T Schmidt, David Molkentine, Dwight H Owen, Regan Memmott, Pradnya D Patil, Melina E Marmarelis, Mark M Awad, Joseph C Murray, Jessica A Hellyer, Justin F Gainor, Anastasios Dimou, Christine M Bestvina, Catherine A Shu, Jonathan W Riess, Collin M Blakely, Chad V Pecot, Laura Mezquita, Fabrizio Tabbó, Matthias Scheffler, Subba Digumarthy, Meghan J Mooradian, Adrian G Sacher, Sally C M Lau, Andreas N Saltos, Julia Rotow, Rocio Perez Johnson, Corinne Liu, Tyler Stewart, Sarah B Goldberg, Jonathan Killam, Zenta Walther, Kurt Schalper, Kurtis D Davies, Mark G Woodcock, Valsamo Anagnostou, Kristen A Marrone, Patrick M Forde, Biagio Ricciuti, Deepti Venkatraman, Eliezer M Van Allen, Amy L Cummings, Jonathan W Goldman, Hiram Shaish, Melanie Kier, Sharyn Katz, Charu Aggarwal, Ying Ni, Joseph T Azok, Jeremy Segal, Lauren Ritterhouse, Joel W Neal, Ludovic Lacroix, Yasir Y Elamin, Marcelo V Negrao, Xiuning Le, Vincent K Lam, Whitney E Lewis, Haley N Kemp, Brett Carter, Jack A Roth, Stephen Swisher, Richard Lee, Teng Zhou, Alissa Poteete, Yifan Kong, Tomohiro Takehara, Alvaro Guimaraes Paula, Edwin R Parra Cuentas, Carmen Behrens, Ignacio I Wistuba, Jianjun Zhang, George R Blumenschein, Carl Gay, Lauren A Byers, Don L Gibbons, Anne Tsao, J Jack Lee, Trever G Bivona, D Ross Camidge, Jhannelle E Gray, Natasha B Leighl, Benjamin Levy, Julie R Brahmer, Marina C Garassino, David R Gandara, Edward B Garon, Naiyer A Rizvi, Giorgio Vittorio Scagliotti, Jürgen Wolf, David Planchard, Benjamin Besse, Roy S Herbst, Heather A Wakelee, Nathan A Pennell, Alice T Shaw, Pasi A Jänne, David P Carbone, Matthew D Hellmann, Charles M Rudin, Lee Albacker, Helen Mann, Zhou Zhu, Zhongwu Lai, Ross Stewart, Solange Peters, Melissa L Johnson, Kwok K Wong, Alan Huang, Monte M Winslow, Michael J Rosen, Ian P Winters, Vassiliki A Papadimitrakopoulou, Tina Cascone, Philip Jewsbury, John V Heymach

Faculty, Staff and Student Publications

For patients with advanced non-small-cell lung cancer (NSCLC), dual immune checkpoint blockade (ICB) with CTLA4 inhibitors and PD-1 or PD-L1 inhibitors (hereafter, PD-(L)1 inhibitors) is associated with higher rates of anti-tumour activity and immune-related toxicities, when compared with treatment with PD-(L)1 inhibitors alone. However, there are currently no validated biomarkers to identify which patients will benefit from dual ICB1,2. Here we show that patients with NSCLC who have mutations in the STK11 and/or KEAP1 tumour suppressor genes derived clinical benefit from dual ICB with the PD-L1 inhibitor durvalumab and the CTLA4 inhibitor tremelimumab, but not from durvalumab alone, when added …

Mechanisms Of Response And Tolerance To Active Ras Inhibition In Kras-Mutant Non-Small Cell Lung Cancer, Haniel A Araujo, Ximo Pechuan-Jorge, Teng Zhou, Minh Truong Do, Xin Hu, Frank R Rojas Alvarez, Maria E Salvatierra, Heladio P Ibarguen, Richard Lee, Rashi Raghulan, Harshit Shah, Mariela A Moreno Ayala, Kevin Chen, Nataliya Tovbis Shifrin, Shuhong Wu, Luisa M Solis Soto, Marcelo V Negrao, Don L Gibbons, David S Hong, Jack A Roth, John V Heymach, Jianjun Zhang, Jingjing Jiang, Mallika Singh, Jacqueline A M Smith, Elsa Quintana, Ferdinandos Skoulidis

Faculty, Staff and Student Publications

Resistance to inactive state-selective RASG12C inhibitors frequently entails accumulation of RASGTP, rendering effective inhibition of active RAS potentially desirable. Here, we evaluated the antitumor activity of the RAS(ON) multiselective tricomplex inhibitor RMC-7977 and dissected mechanisms of response and tolerance in KRASG12C-mutant non-small cell lung cancer (NSCLC). Broad-spectrum reversible RASGTP inhibition with or without concurrent covalent targeting of active RASG12C yielded superior and differentiated antitumor activity across diverse comutational KRASG12C-mutant NSCLC mouse models of primary or acquired RASG12C(ON) or RASG12C(OFF) inhibitor resistance. Interrogation of time-resolved single-cell transcriptional responses established an in vivo atlas of multimodal acute and chronic RAS pathway inhibition …

2024 Cua-Kcrnc Expert Report: Management Of Non-Clear Cell Renal Cell Carcinoma, Jeffrey Graham, Ardalan E Ahmad, Naveen S Basappa, Jean-Christophe Bernhard, Bimal Bhindi, Dominick Bossé, Rodney H Breau, Christina M Canil, Vincent Castonguay, Antonio Finelli, Daniel Y C Heng, Brant A Inman, Christian Kollmannsberger, Aly-Khan A Lalani, Luke T Lavallée, Pavlos Msaouel, Susan Prendeville, Maryam Soleimani, Simon Tanguay, Lori Wood, Patrick O Richard

Faculty, Staff and Student Publications

No abstract provided.

Fractionated Photoimmunotherapy Stimulates An Anti-Tumour Immune Response: An Integrated Mathematical And In Vitro Study, Mohammad U Zahid, Matthew Waguespack, Rebecca C Harman, Eric M Kercher, Shubhankar Nath, Tayyaba Hasan, Imran Rizvi, Bryan Q Spring, Heiko Enderling

Faculty, Staff and Student Publications

Background: Advanced epithelial ovarian cancer (EOC) has high recurrence rates due to disseminated initial disease presentation. Cytotoxic phototherapies, such as photodynamic therapy (PDT) and photoimmunotherapy (PIT, cell-targeted PDT), have the potential to treat disseminated malignancies due to safe intraperitoneal delivery.

Methods: We use in vitro measurements of EOC tumour cell and T cell responses to chemotherapy, PDT, and epidermal growth factor receptor targeted PIT as inputs to a mathematical model of non-linear tumour and immune effector cell interaction. The model outputs were used to calculate how photoimmunotherapy could be utilised for tumour control.

Results: In vitro measurements of PIT dose …

Apoptotic Extracellular Vesicles Carrying Mif Regulate Macrophage Recruitment And Compensatory Proliferation In Neighboring Epithelial Stem Cells During Tissue Maintenance, Safia A Essien, Ivanshi Ahuja, George T Eisenhoffer

Faculty, Staff and Student Publications

Apoptotic cells can signal to neighboring cells to stimulate proliferation and compensate for cell loss to maintain tissue homeostasis. While apoptotic cell-derived extracellular vesicles (AEVs) can transmit instructional cues to mediate communication with neighboring cells, the molecular mechanisms that induce cell division are not well understood. Here, we show that macrophage migration inhibitory factor (Mif)-containing AEVs regulate compensatory proliferation via ERK signaling in epithelial stem cells of larval zebrafish. Time-lapse imaging showed efferocytosis of AEVs from dying epithelial stem cells by healthy neighboring stem cells. Proteomic and ultrastructure analysis of purified AEVs identified Mif localization on the AEV surface. Pharmacological …

Enriched G4 Forming Repeats In The Human Genome Are Associated With Robust Well-Coordinated Transcription And Reduced Cancer Transcriptome Variation, Ruth B De-Paula, Albino Bacolla, Aleem Syed, John A Tainer

Faculty, Staff and Student Publications

Non-B DNA G-quadruplex (G4) structures with guanine (G) runs of 2 to 4 repeats can trigger opposing experimental transcriptional impacts. Here, we used bioinformatic algorithms to comprehensively assess correlations of steady-state RNA transcript levels with all putative G4 sequence (pG4) locations genome-wide in three mammalian genomes and in normal and tumor human tissues. The human pG4-containing gene set displays higher expression levels than the set without pG4, supporting and extending some prior observations. pG4 enrichment at transcription start sites (TSSs) in human, but not chimpanzee and mouse genomes, suggests possible positive selection pressure for pG4 at human TSS, potentially driving …

Mature Microrna-Binding Protein Qki Suppresses Extracellular Microrna Let-7b Release, Kyung-Won Min, Kyoung-Min Choi, Hyejin Mun, Seungbeom Ko, Ji Won Lee, Cari A Sagum, Mark T Bedford, Young-Kook Kim, Joe R Delaney, Jung-Hyun Cho, Ted M Dawson, Valina L Dawson, Waleed Twal, Dong-Chan Kim, Clarisse H Panganiban, Hainan Lang, Xin Zhou, Seula Shin, Jian Hu, Tilman Heise, Sang-Ho Kwon, Dongsan Kim, Young Hwa Kim, Sung-Ung Kang, Kyungmin Kim, Sydney Lewis, Ahmet Eroglu, Seonghyun Ryu, Dongin Kim, Jeong Ho Chang, Junyang Jung, Je-Hyun Yoon

Faculty, Staff and Student Publications

Argonaute (AGO), a component of RNA-induced silencing complexes (RISCs), is a representative RNA-binding protein (RBP) known to bind with mature microRNAs (miRNAs) and is directly involved in post-transcriptional gene silencing. However, despite the biological significance of miRNAs, the roles of other miRNA-binding proteins (miRBPs) remain unclear in the regulation of miRNA loading, dissociation from RISCs and extracellular release. In this study, we performed protein arrays to profile miRBPs and identify 118 RBPs that directly bind to miRNAs. Among those proteins, the RBP quaking (QKI) inhibits extracellular release of the mature microRNA let-7b by controlling the loading of let-7b into extracellular …

Mechanisms Of Resistance To Oncogenic Kras Inhibition In Pancreatic Cancer, Julien Dilly, Megan T Hoffman, Laleh Abbassi, Ziyue Li, Francesca Paradiso, Brendan D Parent, Connor J Hennessey, Alexander C Jordan, Micaela Morgado, Shatavisha Dasgupta, Giselle A Uribe, Annan Yang, Kevin S Kapner, Felix P Hambitzer, Li Qiang, Hanrong Feng, Jacob Geisberg, Junning Wang, Kyle E Evans, Hengyu Lyu, Aislyn Schalck, Ningping Feng, Anastasia M Lopez, Christopher A Bristow, Michael P Kim, Kimal I Rajapakshe, Vahid Bahrambeigi, Jennifer A Roth, Kavita Garg, Paola A Guerrero, Ben Z Stanger, Simona Cristea, Scott W Lowe, Timour Baslan, Eliezer M Van Allen, Joseph D Mancias, Emily Chan, Abraham Anderson, Yuliya V Katlinskaya, Alex K Shalek, David S Hong, Shubham Pant, Jill Hallin, Kenna Anderes, Peter Olson, Timothy P Heffernan, Seema Chugh, James G Christensen, Anirban Maitra, Brian M Wolpin, Srivatsan Raghavan, Jonathan A Nowak, Peter S Winter, Stephanie K Dougan, Andrew J Aguirre

Faculty, Staff and Student Publications

KRAS inhibitors demonstrate clinical efficacy in pancreatic ductal adenocarcinoma (PDAC); however, resistance is common. Among patients with KRASG12C-mutant PDAC treated with adagrasib or sotorasib, mutations in PIK3CA and KRAS, and amplifications of KRASG12C, MYC, MET, EGFR, and CDK6 emerged at acquired resistance. In PDAC cell lines and organoid models treated with the KRASG12D inhibitor MRTX1133, epithelial-to-mesenchymal transition and PI3K-AKT-mTOR signaling associate with resistance to therapy. MRTX1133 treatment of the KrasLSL-G12D/+; Trp53LSL-R172H/+; p48-Cre (KPC) mouse model yielded deep tumor regressions, but drug resistance ultimately emerged, accompanied by amplifications of Kras, Yap1, Myc, Cdk6, and Abcb1a/b, and co-evolution of drug-resistant transcriptional programs. …

Vertical Targeting Of The Pi3k/Akt Pathway At Multiple Points Is Synergistic And Effective For Non-Hodgkin Lymphoma, Kristyna Kupcova, Jana Senavova, Filip Jura, Vaclav Herman, Anezka Rajmonova, Mariana Pacheco-Blanco, Tereza Chrbolkova, Iva Hamova, R Eric Davis, Ondrej Havranek

Faculty, Staff and Student Publications

The phosphatidylinositol 3‑kinase/protein kinase B (PI3K/AKT) signaling pathway is critically active in many cell types, both normal and neoplastic. Many small-molecule inhibitors targeting different levels of the PI3K/AKT pathway have been developed for cancer therapy, but their efficacy is reduced by compensatory pathway re-activation mechanisms, and their tolerability by toxic side effects. We studied this problem using cell lines representing diffuse large B-cell lymphoma (SUDHL-4 and OCI-Ly7), a genetically-encoded live-cell reporter of AKT activity, and 3 small-molecule inhibitors targeting different levels of the pathway: idelalisib (PI3Kδ), GSK2334470 (PDPK1), and ipatasertib (AKT). Half-maximal (IC50) concentrations of these inhibitors for AKT activity …

Ticagrelor Increases Its Own Potency At The P2y12 Receptor By Directly Changing The Plasma Membrane Lipid Order In Platelets, Kyrylo Pyrshev, Florentin Allemand, Vahideh Rabani, Semen Yesylevskyy, Siamak Davani, Christophe Ramseyer, Jennifer Lagoutte-Renosi

Faculty, Staff and Student Publications

Background and purpose: Although the amphiphilic nature of the widely used antithrombotic drug Ticagrelor is well known, it was never considered as a membranotropic agent capable of interacting with the lipid bilayer in a receptor-independent way. In this study, we investigated the influence of Ticagrelor on plasma membrane lipid order in platelets and if this modulates the potency of Ticagrelor at the P2Y12 receptor.

Experimental approach: We combined fluorescent in situ, in vitro and in silico approaches to probe the interactions between the plasma membrane of platelets and Ticagrelor. The influence of Ticagrelor on the lipid order of the platelet …

The Effect Of Smoking On Functional Outcomes And Implant Survival Of Anatomical Total Shoulder Arthroplasty, Isabella E Amador, Kevin A Hao, Timothy R Buchanan, Derek S Damrow, Keegan M Hones, Trevor Simcox, Bradley S Schoch, Kevin W Farmer, Thomas W Wright, Tyler J Lamonica, Joseph J King, Jonathan O Wright

Faculty, Staff and Student Publications

Aims: We sought to compare functional outcomes and survival between non-smokers, former smokers, and current smokers who underwent anatomical total shoulder arthroplasty (aTSA) in a large cohort of patients.

Methods: A retrospective review of a prospectively collected shoulder arthroplasty database was performed between August 1991 and September 2020 to identify patients who underwent primary aTSA. Patients were excluded for preoperative diagnoses of fracture, infection, or oncological disease. Three cohorts were created based on smoking status: non-smokers, former smokers, and current smokers. Outcome scores (American Shoulder and Elbow Surgeons (ASES), Constant-Murley score, Shoulder Pain and Disability Index (SPADI), Simple Shoulder Test …

Democratizing Technologies In Psychiatry: Non-Human Primate Neuroanatomy Paves The Way For Accessible Neurofeedback In The Wild, Lucas R Trambaiolli, Jamie D Feusner

Faculty, Staff and Student Publications

No abstract provided.

Cross-Species Striatal Hubs: Linking Anatomy To Resting-State Connectivity, Xiaolong Peng, Lucas R Trambaiolli, Eun Young Choi, Julia F Lehman, Gary Linn, Brian E Russ, Charles E Schroeder, Suzanne N Haber, Hesheng Liu

Faculty, Staff and Student Publications

Corticostriatal connections are essential for motivation, cognition, and behavioral flexibility. There is broad interest in using resting-state functional magnetic resonance imaging (rs-fMRI) to link circuit dysfunction in these connections with neuropsychiatric disorders. In this paper, we used tract-tracing data from non-human primates (NHPs) to assess the likelihood of monosynaptic connections being represented in rs-fMRI data of NHPs and humans. We also demonstrated that existing hub locations in the anatomical data can be identified in the rs-fMRI data from both species. To characterize this in detail, we mapped the complete striatal projection zones from 27 tract-tracer injections located in the orbitofrontal …

Analyzing Llama 3-Based Approach For Axiom Translation From Ontologies, Xubing Hao, Licong Cui, Cui Tao, Kirk Roberts, Muhammad Amith

Faculty, Staff and Student Publications

Ontology development involves a top-down approach where ontology engineers and domain experts collaboratively define and evaluate ontological elements and axioms. Translating ontology axioms into natural language can significantly aid in ontology evaluation by making the content more understandable to subject matter experts who may lack a background in knowledge engineering. In this preliminary study, we investigate the potential of large language models (LLMs) in axiom translation from ontologies to facilitate ontology evaluation. We utilize Llama 3 to translate 1,192 ontology axioms across 19 distinct axiom types from five published ontologies. Results show that 163 (13.67%) of the Llama 3 translation …

Genetic Regulation Of Human Brain Proteome Reveals Proteins Implicated In Psychiatric Disorders, Jie Luo, Ling Li, Mingming Niu, Dehui Kong, Yi Jiang, Suresh Poudel, Annie W Shieh, Lijun Cheng, Gina Giase, Kay Grennan, Kevin P White, Chao Chen, Sidney H Wang, Dalila Pinto, Yue Wang, Chunyu Liu, Junmin Peng, Xusheng Wang

Faculty, Staff and Student Publications

Psychiatric disorders are highly heritable yet polygenic, potentially involving hundreds of risk genes. Genome-wide association studies have identified hundreds of genomic susceptibility loci with susceptibility to psychiatric disorders; however, the contribution of these loci to the underlying psychopathology and etiology remains elusive. Here we generated deep human brain proteomics data by quantifying 11,608 proteins across 268 subjects using 11-plex tandem mass tag coupled with two-dimensional liquid chromatography-tandem mass spectrometry. Our analysis revealed 788 cis-acting protein quantitative trait loci associated with the expression of 883 proteins at a genome-wide false discovery rate < 5%. In contrast to expression at the transcript level and complex diseases that are found to be mainly influenced by noncoding variants, we found protein expression level tends to be regulated by non-synonymous variants. We also provided evidence of 76 shared regulatory signals between gene expression and protein abundance. Mediation analysis revealed that for most (88%) of the colocalized genes, the expression levels of their corresponding proteins are regulated by cis-pQTLs via gene transcription. Using summary data-based Mendelian randomization analysis, we identified 4 proteins and 19 genes that are causally associated with schizophrenia. We further integrated multiple omics data with network analysis to prioritize candidate genes for schizophrenia risk loci. Collectively, our findings underscore the potential of proteome-wide linkage analysis in gaining mechanistic insights into the pathogenesis of psychiatric disorders.

Corpus Callosum Structure And Auditory Interhemispheric Transfer In Spina Bifida Myelomeningocele, Kailyn A Bradley, Jenifer J Juranek, H Julia Hannay, Paul T Cirino, Larry A Kramer, Jack M Fletcher

Faculty, Staff and Student Publications

Objective: Maldevelopment of the posterior corpus callosum is common in spina bifida myelomeningocele (SBM) due to hydrocephalus-related hypoplasia and congenital partial hypogenesis. This study examined the relations of macro- and microstructural integrity of the interhemispheric temporal tract in SBM and auditory interhemispheric transfer using consonant-vowel dichotic listening.

Method: We collected T₁-weighted and diffusion tensor imaging data from 46 individuals with SBM and 15 typically developing individuals. Probabilistic tractography was used to isolate the interhemispheric white matter connecting auditory processing regions in both hemispheres. Interhemispheric transfer was assessed with a dichotic listening task.

Results: Although the typically developing group and …

White Matter And Latency Of Visual Evoked Potentials During Maturation: A Miniature Pig Model Of Adolescent Development, Peter Kochunov, L Elliot Hong, Ann Summerfelt, Si Gao, P Leon Brown, Matthew Terzi, Ashley Acheson, Marty G Woldorff, Els Fieremans, Ali Abdollahzadeh, Korrapati V Sathyasaikumar, Sarah M Clark, Robert Schwarcz, Paul D Shepard, Greg I Elmer

Faculty, Staff and Student Publications

Background: Continuous myelination of cerebral white matter (WM) during adolescence overlaps with the formation of higher cognitive skills and the onset of many neuropsychiatric disorders. We developed a miniature-pig model of adolescent brain development for neuroimaging and neurophysiological assessment during this critical period. Minipigs have gyroencephalic brains with a large cerebral WM compartment and a well-defined adolescence period.

Methods: Eight Sinclair™ minipigs (Sus scrofa domestica) were evaluated four times during weeks 14-28 (40, 28 and 28 days apart) of adolescence using monocular visual stimulation (1 Hz)-evoked potentials and diffusion MRI (dMRI) of WM. The latency for the pre-positive 30 ms …

Increased White Blood Cell In Young Adults With Family Histories Of Alcohol And Other Substance Use Disorders, Mustafa N Mithaiwala, Nikki S Phillips, Dylan H Nguyen, Melanie S Beehler, Harrison S Ballard, Andrea S Vincent, William R Lovallo, Peter Kochunov, L Elliot Hong, Jason C O'Connor, Steve Cole, Ashley Acheson

Faculty, Staff and Student Publications

Individuals with a family history of alcohol or other substance use disorders (FH+) are at increased risk for developing alcohol and other substance use disorders (AUD/SUD) compared to individuals with no such family histories (FH-). FH+ young adults have blunted stress reactivity, lower cognitive performance and altered frontal white matter microstructure compared to FH- controls. We hypothesized that family history of AUD/SUD disrupts neuroendocrine regulation of the immune system in FH+ individuals, resulting in altered blood immune cell composition, inflammation and neurocognitive alterations that, ultimately, increases risk for AUD/SUD and associated psychopathology. We examined white blood cell (WBC) parameters derived …

A Putative Camp-Binding Protein In Trypanosoma Brucei Cooperates With Flam3 To Promote Flagellar Connection And Cell Morphogenesis, Qing Zhou, Phu Van Nguyen, Ziyin Li

Faculty, Staff and Student Publications

Trypanosoma brucei is a flagellated parasitic protozoan, and within the insect vector the parasite transitions from the trypomastigote form to the epimastigote form by repositioning its mitochondrial genome and relocating the flagellum. The mechanisms underlying such morphology changes are still poorly understood, but several flagellum-localized proteins are involved in this process by modulating the flagellum attachment zone (FAZ) that adheres the flagellum to the cell membrane. We report here a putative cAMP-binding protein named cAMP-BP1, which promotes flagellar connection and morphology transition. cAMP-BP1 contains two cyclic nucleotide-binding domains and five calcium-binding C2 domains and localizes to the flagella connector and …

Axial Imaging In Spondyloarthritis, Vishnu Mohan, Mark C Hwang

Faculty, Staff and Student Publications

Imaging plays a crucial role in diagnosing and forecasting treatment outcomes in axial spondyloarthritis. Conventional radiography may overlook patients in the initial stages of the disease, while MRI is sensitive in identifying inflammation early on. Computed tomography reliably detects structural abnormalities. Practicing rheumatologists must possess a fundamental understanding of interpreting both active inflammatory and structural lesions in axial spondyloarthritis.

Glymphatic Dysfunction In Multiple Sclerosis And Its Association With Disease Pathology And Disability, Ahmed Bayoumi, Khader M Hasan, Joseph A Thomas, Akram Yazdani, John A Lincoln

Faculty, Staff and Student Publications

Background: The role of the glymphatic system in multiple sclerosis (MS)-related disability remains underexplored. Diffusion-tensor image analysis along the perivascular space (DTI-ALPS) offers a non-invasive method to assess glymphatic function.

Objective: To evaluate glymphatic function in MS patients with lower and higher disability.

Methods: This study included 118 MS patients who underwent structural, diffusion-weighted imaging, and clinical assessment. The participants were divided into lower (MS-L, n = 57) and higher disability (MS-H, n = 61) subgroups. Brain parenchymal fraction (BPF), lesion load (LL), and DTI-ALPS index were measured. Subgroup differences and correlations between DTI-ALPS index and other measures were explored. …

A Novel Statistical Framework For Meta-Analysis Of Total Mediation Effect With High-Dimensional Omics Mediators In Large-Scale Genomic Consortia, Zhichao Xu, Peng Wei

Faculty, Staff and Student Publications

Meta-analysis is used to aggregate the effects of interest across multiple studies, while its methodology is largely underexplored in mediation analysis, particularly in estimating the total mediation effect of high-dimensional omics mediators. Large-scale genomic consortia, such as the Trans-Omics for Precision Medicine (TOPMed) program, comprise multiple cohorts with diverse technologies to elucidate the genetic architecture and biological mechanisms underlying complex human traits and diseases. Leveraging the recent established asymptotic standard error of the R-squared (R2)-based mediation effect estimation for high-dimensional omics mediators, we have developed a novel meta-analysis framework requiring only summary statistics and allowing inter-study heterogeneity. Whereas the proposed …

Intraoperative Methadone Administration For Total Mastectomy: A Single Center Retrospective Study, Juan P Cata, Yusuf Zaidi, Juan Jose Guerra-Londono, Evan D Kharasch, Matthew Piotrowski, Spencer Kee, Nicolas A Cortes-Mejia, Jose Miguel Gloria-Escobar, Peter F Thall, Ruitao Lin

Faculty, Staff and Student Publications

Background: Breast cancer is the most frequent type of cancer and the second leading cause of cancer-related mortality in women. Mastectomies remain a key component of the treatment of non-metastatic breast cancer, and strategies to treat acute postoperative pain, a complication affecting nearly all patients undergoing surgery, continues to be an important clinical challenge. This study aimed to determine the impact of intraoperative methadone administration compared to conventional short-acting opioids on pain-related perioperative outcomes in women undergoing a mastectomy.

Methods: This single-center retrospective study included adult women undergoing total mastectomy. The primary outcome of this study was postoperative pain intensity …

Association Analysis Of Mitochondrial Dna Heteroplasmic Variants: Methods And Application, Xianbang Sun, Katia Bulekova, Jian Yang, Meng Lai, Achilleas N Pitsillides, Xue Liu, Yuankai Zhang, Xiuqing Guo, Qian Yong, Laura M Raffield, Jerome I Rotter, Stephen S Rich, Goncalo Abecasis, April P Carson, Ramachandran S Vasan, Joshua C Bis, Bruce M Psaty, Eric Boerwinkle, Annette L Fitzpatrick, Claudia L Satizabal, Dan E Arking, Jun Ding, Daniel Levy, Chunyu Liu

Faculty, Staff and Student Publications

We rigorously assessed a comprehensive association testing framework for heteroplasmy, employing both simulated and real-world data. This framework employed a variant allele fraction (VAF) threshold and harnessed multiple gene-based tests for robust identification and association testing of heteroplasmy. Our simulation studies demonstrated that gene-based tests maintained an appropriate type I error rate at α = 0.001. Notably, when 5 % or more heteroplasmic variants within a target region were linked to an outcome, burden-extension tests (including the adaptive burden test, variable threshold burden test, and z-score weighting burden test) outperformed the sequence kernel association test (SKAT) and the original burden …

Contrasting Association Pattern Of Plasma Low-Density Lipoprotein With White Matter Integrity In Apoe4 Carriers Versus Non-Carriers, Zhenyao Ye, Yezhi Pan, Rozalina G Mccoy, Chuan Bi, Chen Mo, Li Feng, Jiaao Yu, Tong Lu, Song Liu, J Carson Smith, Minxi Duan, Si Gao, Yizhou Ma, Chixiang Chen, Braxton D Mitchell, Paul M Thompson, L Elliot Hong, Peter Kochunov, Tianzhou Ma, Shuo Chen

Faculty, Staff and Student Publications

Apolipoprotein E ε4 (APOE4) is a strong genetic risk factor of Alzheimer’s disease and metabolic dysfunction. However, whether APOE4 and markers of metabolic dysfunction synergistically impact the deterioration of white matter (WM) integrity in older adults remains unknown.

In the UK Biobank data, we conducted a multivariate analysis to investigate the interactions between APOE4 and 249 plasma metabolites (measured using nuclear magnetic resonance spectroscopy) with whole-brain WM integrity (measured by diffusion-weighted magnetic resonance imaging) in a cohort of 1,917 older adults (aged 65.0–81.0 years; 52.4% female).

Although no main association was observed between either APOE4 or metabolites with …

Question Answering For Electronic Health Records: Scoping Review Of Datasets And Models, Jayetri Bardhan, Kirk Roberts, Daisy Zhe Wang

Faculty, Staff and Student Publications

Background: Question answering (QA) systems for patient-related data can assist both clinicians and patients. They can, for example, assist clinicians in decision-making and enable patients to have a better understanding of their medical history. Substantial amounts of patient data are stored in electronic health records (EHRs), making EHR QA an important research area. Because of the differences in data format and modality, this differs greatly from other medical QA tasks that use medical websites or scientific papers to retrieve answers, making it critical to research EHR QA.

Objective: This study aims to provide a methodological review of existing works on …

Risk-Stratified Treatment For Drug-Susceptible Pulmonary Tuberculosis, Vincent K Chang, Marjorie Z Imperial, Patrick P J Phillips, Gustavo E Velásquez, Payam Nahid, Andrew Vernon, Ekaterina V Kurbatova, Susan Swindells, Richard E Chaisson, Susan E Dorman, John L Johnson, Marc Weiner, Amina Jindani, Thomas Harrison, Erin E Sizemore, William Whitworth, Wendy Carr, Kia E Bryant, Deron Burton, Kelly E Dooley, Melissa Engle, Pheona Nsubuga, Andreas H Diacon, Nguyen Viet Nhung, Rodney Dawson, Radojka M Savic, Aids Clinical Trial Group, Tuberculosis Trials Consortium

Faculty, Staff and Student Publications

The Phase 3 randomized controlled trial, TBTC Study 31/ACTG A5349 (NCT02410772) demonstrated that a 4-month rifapentine-moxifloxacin regimen for drug-susceptible pulmonary tuberculosis was safe and effective. The primary efficacy outcome was 12-month tuberculosis disease free survival, while the primary safety outcome was the proportion of grade 3 or higher adverse events during the treatment period. We conducted an analysis of demographic, clinical, microbiologic, radiographic, and pharmacokinetic data and identified risk factors for unfavorable outcomes and adverse events. Among participants receiving the rifapentine-moxifloxacin regimen, low rifapentine exposure is the strongest driver of tuberculosis-related unfavorable outcomes (HR 0.65 for every 100 µg∙h/mL increase, …

Tumor-Associated Tractography Derived From High-Angular-Resolution Q-Space Mri May Predict Patterns Of Cellular Invasion In Glioblastoma, Owen P Leary, John P Zepecki, Mattia Pizzagalli, Steven A Toms, David D Liu, Yusuke Suita, Yao Ding, Jihong Wang, Renjie He, Caroline Chung, Clifton D Fuller, Jerrold L Boxerman, Nikos Tapinos, Richard J Gilbert

Faculty, Staff and Student Publications

BACKGROUND: The invasion of glioblastoma cells beyond the visible tumor margin depicted by conventional neuroimaging is believed to mediate recurrence and predict poor survival. Radiomic biomarkers that are associated with the direction and extent of tumor infiltration are, however, non-existent.

METHODS: Patients from a single center with newly diagnosed glioblastoma (

RESULTS: In the principal enrollment cohort of patients with glioblastoma, all cases displayed tractography patterns with tumor-intersecting tract bundles extending into brain parenchyma, a phenotype which was reproduced in PDX mice as well as in a larger comparison cohort of glioblastoma patients (

CONCLUSIONS: QSI discriminates tumor-specific patterns of …

Enhancing Surgical Guidance: Deep Learning-Based Liver Vessel Segmentation In Real-Time Ultrasound Video Frames, Muhammad Awais, Mais Al Taie, Caleb S O'Connor, Austin H Castelo, Belkacem Acidi, Hop S Tran Cao, Kristy K Brock

Faculty, Staff and Student Publications

Background/objectives: In the field of surgical medicine, the planning and execution of liver resection procedures present formidable challenges, primarily attributable to the intricate and highly individualized nature of liver vascular anatomy. In the current surgical milieu, intraoperative ultrasonography (IOUS) has become indispensable; however, traditional 2D ultrasound imaging's interpretability is hindered by noise and speckle artifacts. Accurate identification of critical structures for preservation during hepatectomy requires advanced surgical skills.

Methods: An AI-based model that can help detect and recognize vessels including the inferior vena cava (IVC); the right (RHV), middle (MHV), and left (LVH) hepatic veins; the portal vein (PV) and …

Assessing The Relative Efficacy Of Components Of Opioid-Free Anaesthesia In Adult Surgical Patients: Protocol For A Systematic Review And Component Network Meta-Analysis, Amparo Belltall, Guido Mazzinari, Aisling Ní Eochagáin, Tom Wall, Ary Serpa Neto, Oscar Diaz-Cambronero, Daniel Sessler, Donal J Buggy, Juan Cata, Markus W Hollmann

Faculty, Staff and Student Publications

Introduction: The rise of opioid-free anaesthesia (OFA) aims to reduce postoperative pain while reducing opioid-related side effects during surgery. However, the various adjuvant agents used in OFA complicate the evaluation of their effectiveness and risks. Recent reviews question the clinical benefits of OFA, highlighting the need for thorough evaluation. This protocol describes a network meta-analysis to compare the effectiveness of OFA with opioid-based anaesthesia and will identify key components for optimal postoperative outcomes.

Methods and analysis: We will perform a systematic search of literature published in English without time restriction in Embase, The Cochrane Library, MEDLINE (via PubMed) and CINAHL, …