Digital Commons Network^™

An Ultra Energy-Efficient Hardware Platform For Neuromorphic Computing Enabled By 2d-Tmd Tunnel-Fets, Arnab Pal, Zichun Chai, Junkai Jiang, Wei Cao, Mike Davies, Vivek De, Kaustav Banerjee

Faculty, Staff and Student Publications

Brain-like energy-efficient computing has remained elusive for neuromorphic (NM) circuits and hardware platform implementations despite decades of research. In this work we reveal the opportunity to significantly improve the energy efficiency of digital neuromorphic hardware by introducing NM circuits employing two-dimensional (2D) transition metal dichalcogenide (TMD) layered channel material-based tunnel-field-effect transistors (TFETs). Our novel leaky-integrate-fire (LIF) based digital NM circuit along with its Hebbian learning circuitry operates at a wide range of supply voltages, frequencies, and activity factors, enabling two orders of magnitude higher energy-efficient computing that is difficult to achieve with conventional material and/or device platforms, specifically the silicon-based …

Th2 Cells Are Associated With Tumor Recurrence Following Radiation, Mohamed K Abdelhakiem, Riyue Bao, Phillip M Pifer, David Molkentine, Jessica Molkentine, Andrew Hefner, Beth Beadle, John V Heymach, Jason J Luke, Robert L Ferris, Curtis R Pickering, Jing H Wang, Ravi B Patel, Heath D Skinner

Faculty, Staff and Student Publications

The curative treatment of multiple solid tumors, including head and neck squamous cell carcinoma (HNSCC), utilizes radiation. The outcomes for HPV/p16-negative HNSCC are significantly worse than HPV/p16-positive tumors, with increased radiation resistance leading to worse locoregional recurrence (LRR) and ultimately death. This study analyzed the relationship between immune function and outcomes following radiation in HPV/p16-negative tumors to identify mechanisms of radiation resistance and prognostic immune biomarkers. A discovery cohort of 94 patients with HNSCC treated uniformly with surgery and adjuvant radiation and a validation cohort of 97 similarly treated patients were utilized. Tumor immune infiltrates were derived from RNAseq gene …

Impact Of Empathic Concern On Prosocial Behavior In Gain And Loss Contexts: Evidence From Event-Related Potential, Xi Luo, Taowen Yu, Min Tan, Yiping Zhong

Faculty, Staff and Student Publications

This study employs event-related potential (ERP) to examine the impact of empathic concern on prosocial decision-making with costs in both gain and loss contexts. In this experiment, participants can choose between two types of lottery tickets and pay lottery money to help the target person gain more money or lose less money. The behavioral results showed that regardless of the context of the decision (financial loss or gain), participants tended to help individuals who had induced high empathic concern. ERP results show that compared to the low-empathic-concern condition, the high-empathic-concern condition induced greater P3 amplitude in the gain context. However, …

Transposable Elements Regulate Thymus Development And Function, Jean-David Larouche, Céline M Laumont, Assya Trofimov, Krystel Vincent, Leslie Hesnard, Sylvie Brochu, Caroline Côté, Juliette F Humeau, Éric Bonneil, Joel Lanoix, Chantal Durette, Patrick Gendron, Jean-Philippe Laverdure, Ellen R Richie, Sébastien Lemieux, Pierre Thibault, Claude Perreault

Faculty, Staff and Student Publications

Transposable elements (TEs) are repetitive sequences representing ~45% of the human and mouse genomes and are highly expressed by medullary thymic epithelial cells (mTECs). In this study, we investigated the role of TEs on T-cell development in the thymus. We performed multiomic analyses of TEs in human and mouse thymic cells to elucidate their role in T-cell development. We report that TE expression in the human thymus is high and shows extensive age- and cell lineage-related variations. TE expression correlates with multiple transcription factors in all cell types of the human thymus. Two cell types express particularly broad TE repertoires: …

Academic Detailing As A Health Information Technology Implementation Method: Supporting The Design And Implementation Of An Emergency Department-Based Clinical Decision Support Tool To Prevent Future Falls, Hanna J Barton, Apoorva Maru, Margaret A Leaf, Daniel J Hekman, Douglas A Wiegmann, Manish N Shah, Brian W Patterson

Faculty, Staff and Student Publications

BACKGROUND: Clinical decision support (CDS) tools that incorporate machine learning-derived content have the potential to transform clinical care by augmenting clinicians' expertise. To realize this potential, such tools must be designed to fit the dynamic work systems of the clinicians who use them. We propose the use of academic detailing-personal visits to clinicians by an expert in a specific health IT tool-as a method for both ensuring the correct understanding of that tool and its evidence base and identifying factors influencing the tool's implementation.

OBJECTIVE: This study aimed to assess academic detailing as a method for simultaneously ensuring the correct …

Sequential Requirements For Distinct Polθ Domains During Theta-Mediated End Joining, Carel Fijen, Lea Drogalis Beckham, Dante Terino, Yuzhen Li, Dale A Ramsden, Richard D Wood, Sylvie Doublié, Eli Rothenberg

Faculty, Staff and Student Publications

DNA polymerase θ (Polθ) plays a central role in a DNA double-strand break repair pathway termed theta-mediated end joining (TMEJ). TMEJ functions by pairing short-sequence "microhomologies" (MHs) in single-stranded DNA at each end of a break and subsequently initiating DNA synthesis. It is not known how the Polθ helicase domain (HD) and polymerase domain (PD) operate to bring together MHs and facilitate repair. To resolve these transient processes in real time, we utilized in vitro single-molecule FRET approaches and biochemical analyses. We find that the Polθ-HD mediates the initial capture of two ssDNA strands, bringing them in close proximity. The …

Advanced Nano-Drug Delivery Systems In The Treatment Of Ischemic Stroke, Jiajie Zhang, Zhong Chen, Qi Chen

Faculty, Staff and Student Publications

In recent years, the frequency of strokes has been on the rise year by year and has become the second leading cause of death around the world, which is characterized by a high mortality rate, high recurrence rate, and high disability rate. Ischemic strokes account for a large percentage of strokes. A reperfusion injury in ischemic strokes is a complex cascade of oxidative stress, neuroinflammation, immune infiltration, and mitochondrial damage. Conventional treatments are ineffective, and the presence of the blood-brain barrier (BBB) leads to inefficient drug delivery utilization, so researchers are turning their attention to nano-drug delivery systems. Functionalized nano-drug …

Tissue-Specific Atlas Of Trans-Models For Gene Regulation Elucidates Complex Regulation Patterns, Robert Dagostino, Assaf Gottlieb

Faculty, Staff and Student Publications

BACKGROUND: Deciphering gene regulation is essential for understanding the underlying mechanisms of healthy and disease states. While the regulatory networks formed by transcription factors (TFs) and their target genes has been mostly studied with relation to cis effects such as in TF binding sites, we focused on trans effects of TFs on the expression of their transcribed genes and their potential mechanisms.

RESULTS: We provide a comprehensive tissue-specific atlas, spanning 49 tissues of TF variations affecting gene expression through computational models considering two potential mechanisms, including combinatorial regulation by the expression of the TFs, and by genetic variants within the …

Improved Data Quality And Statistical Power Of Trial-Level Event-Related Potentials With Bayesian Random-Shift Gaussian Processes, Dustin Pluta, Beniamino Hadj-Amar, Meng Li, Yongxiang Zhao, Francesco Versace, Marina Vannucci

Faculty, Staff and Student Publications

Studies of cognitive processes via electroencephalogram (EEG) recordings often analyze group-level event-related potentials (ERPs) averaged over multiple subjects and trials. This averaging procedure can obscure scientifically relevant variability across subjects and trials, but has been necessary due to the difficulties posed by inference of trial-level ERPs. We introduce the Bayesian Random Phase-Amplitude Gaussian Process (RPAGP) model, for inference of trial-level amplitude, latency, and ERP waveforms. We apply RPAGP to data from a study of ERP responses to emotionally arousing images. The model estimates of trial-specific signals are shown to greatly improve statistical power in detecting significant differences in experimental conditions …

Surface-Functionalized Magnetic Silica-Malachite Tricomposite (Fe–M–Si Tricomposite): A Promising Adsorbent For The Removal Of Cypermethrin, Shaoyu Kong, Min Ouyang, Yi An, Wei Cao, Xiaobo Chen

Faculty, Staff and Student Publications

Surface charges of catalysts have important influences on the thermodynamics and kinetics of electrochemical reactions. Herein, we develop a modified version of the grand-canonical potential kinetics (GCP-K) method based on density functional theory (DFT) calculations to explore the effect of surface charges on reaction thermodynamics and kinetics. Using the hydrogen evolution reaction (HER) on the Pt(111) surface as an example, we show how to track the change of surface charge in a reaction and how to analyze its influence on the kinetics. Grand-canonical calculations demonstrate that the optimum hydrogen adsorption energy on Pt under the standard hydrogen electrode condition (SHE) …

Ml241 Antagonizes Erk 1/2 Activation And Inhibits Rotavirus Proliferation, Jinlan Wang, Xiaoqing Hu, Jinyuan Wu, Xiaochen Lin, Rong Chen, Chenxing Lu, Xiaopeng Song, Qingmei Leng, Yan Li, Xiangjing Kuang, Jinmei Li, Lida Yao, Xianqiong Tang, Jun Ye, Guangming Zhang, Maosheng Sun, Yan Zhou, Hongjun Li

Faculty, Staff and Student Publications

Rotavirus (RV) is the main pathogen that causes severe diarrhea in infants and children under 5 years of age. No specific antiviral therapies or licensed anti-rotavirus drugs are available. It is crucial to develop effective and low-toxicity anti-rotavirus small-molecule drugs that act on novel host targets. In this study, a new anti-rotavirus compound was selected by ELISA, and cell activity was detected from 453 small-molecule compounds. The anti-RV effects and underlying mechanisms of the screened compounds were explored. In vitro experimental results showed that the small-molecule compound ML241 has a good effect on inhibiting rotavirus proliferation and has low cytotoxicity …

Longitudinal Regression Of Covariance Matrix Outcomes, Yi Zhao, Brian S Caffo, Xi Luo

Faculty, Staff and Student Publications

In this study, a longitudinal regression model for covariance matrix outcomes is introduced. The proposal considers a multilevel generalized linear model for regressing covariance matrices on (time-varying) predictors. This model simultaneously identifies covariate-associated components from covariance matrices, estimates regression coefficients, and captures the within-subject variation in the covariance matrices. Optimal estimators are proposed for both low-dimensional and high-dimensional cases by maximizing the (approximated) hierarchical-likelihood function. These estimators are proved to be asymptotically consistent, where the proposed covariance matrix estimator is the most efficient under the low-dimensional case and achieves the uniformly minimum quadratic loss among all linear combinations of the …

Sensitivity Analysis With Iterative Outlier Detection For Systematic Reviews And Meta-Analyses, Zhuo Meng, Jingshen Wang, Lifeng Lin, Chong Wu

Faculty, Staff and Student Publications

Meta-analysis is a widely used tool for synthesizing results from multiple studies. The collected studies are deemed heterogeneous when they do not share a common underlying effect size; thus, the factors attributable to the heterogeneity need to be carefully considered. A critical problem in meta-analyses and systematic reviews is that outlying studies are frequently included, which can lead to invalid conclusions and affect the robustness of decision-making. Outliers may be caused by several factors such as study selection criteria, low study quality, small-study effects, and so on. Although outlier detection is well-studied in the statistical community, limited attention has been …

Multi-Omics Analysis Reveals Immune Features Associated With Immunotherapy Benefit In Patients With Squamous Cell Lung Cancer From Phase Iii Lung-Map S1400i Trial, Edwin Roger Parra, Jiexin Zhang, Dzifa Yawa Duose, Edgar Gonzalez-Kozlova, Mary W Redman, Hong Chen, Ganiraju C Manyam, Gayatri Kumar, Jianhua Zhang, Xingzhi Song, Rossana Lazcano, Mario L Marques-Piubelli, Caddie Laberiano-Fernandez, Frank Rojas, Baili Zhang, Len Taing, Aashna Jhaveri, Jacob Geisberg, Jennifer Altreuter, Franziska Michor, James Provencher, Joyce Yu, Ethan Cerami, Radim Moravec, Kasthuri Kannan, Rajyalakshmi Luthra, Gheath Alatrash, Hsin-Hui Huang, Hui Xie, Manishkumar Patel, Kai Nie, Jocelyn Harris, Kimberly Argueta, James Lindsay, Roshni Biswas, Stephen Van Nostrand, Seunghee Kim-Schulze, Jhanelle E Gray, Roy S Herbst, Ignacio I Wistuba, Scott Gettinger, Karen Kelly, Lyudmila Bazhenova, Sacha Gnjatic, J Jack Lee, Jianjun Zhang, Cara Haymaker

Faculty, Staff and Student Publications

PURPOSE: Identifying molecular and immune features to guide immune checkpoint inhibitor (ICI)-based regimens remains an unmet clinical need.

EXPERIMENTAL DESIGN: Tissue and longitudinal blood specimens from phase III trial S1400I in patients with metastatic squamous non-small cell carcinoma (SqNSCLC) treated with nivolumab monotherapy (nivo) or nivolumab plus ipilimumab (nivo+ipi) were subjected to multi-omics analyses including multiplex immunofluorescence (mIF), nCounter PanCancer Immune Profiling Panel, whole-exome sequencing, and Olink.

RESULTS: Higher immune scores from immune gene expression profiling or immune cell infiltration by mIF were associated with response to ICIs and improved survival, except regulatory T cells, which were associated with worse …

Identifying Covariate-Related Subnetworks For Whole-Brain Connectome Analysis, Shuo Chen, Yuan Zhang, Qiong Wu, Chuan Bi, Peter Kochunov, L Elliot Hong

Faculty, Staff and Student Publications

Whole-brain connectome data characterize the connections among distributed neural populations as a set of edges in a large network, and neuroscience research aims to systematically investigate associations between brain connectome and clinical or experimental conditions as covariates. A covariate is often related to a number of edges connecting multiple brain areas in an organized structure. However, in practice, neither the covariate-related edges nor the structure is known. Therefore, the understanding of underlying neural mechanisms relies on statistical methods that are capable of simultaneously identifying covariate-related connections and recognizing their network topological structures. The task can be challenging because of false-positive …

Translation And Validation Of The Health Literacy Score-14 Questionnaire For Vietnamese Patients With Diabetes, Khoa Tuan Vo, Khue Thy Nguyen, Hirohide Yokokawa, Aya Goto, Toshio Naito

Faculty, Staff and Student Publications

Introduction:

Health literacy (HL) is a crucial indicator for health promotion and diabetes care improvement, but the available measurements are mostly in English. This study aimed to translate and validate the 14-item Health Literacy Scale (HLS-14) questionnaire from English to Vietnamese for patients with diabetes in Vietnam.

Methods:

We translated HLS-14 into Vietnamese in accordance with the World Health Organization guidelines and conducted a cross-sectional survey among 571 outpatients with type 2 diabetes using the HLS-14 Vietnamese version (HLS-14 VN). The reliability and validity of the tool were assessed using Cronbach’s alpha, composite reliability (CR), average variance extracted (AVE), and …

Hammerhead-Type Fxr Agonists Induce An Enhancer Rna Fincor That Ameliorates Nonalcoholic Steatohepatitis In Mice, Jinjing Chen, Ruoyu Wang, Feng Xiong, Hao Sun, Byron Kemper, Wenbo Li, Jongsook Kemper

Faculty, Staff and Student Publications

The nuclear receptor, farnesoid X receptor (FXR/NR1H4), is increasingly recognized as a promising drug target for metabolic diseases, including nonalcoholic steatohepatitis (NASH). Protein-coding genes regulated by FXR are well known, but whether FXR also acts through regulation of long non-coding RNAs (lncRNAs), which vastly outnumber protein-coding genes, remains unknown. Utilizing RNA-seq and global run-on sequencing (GRO-seq) analyses in mouse liver, we found that FXR activation affects the expression of many RNA transcripts from chromatin regions bearing enhancer features. Among these we discovered a previously unannotated liver-enriched enhancer-derived lncRNA (eRNA), termed FXR-induced non-coding RNA (

Afamitresgene Autoleucel For Advanced Synovial Sarcoma And Myxoid Round Cell Liposarcoma (Spearhead-1): An International, Open-Label, Phase 2 Trial, Sandra P D'Angelo, Dejka M Araujo, Albiruni R Abdul Razak, Mark Agulnik, Steven Attia, Jean-Yves Blay, Irene Carrasco Garcia, John A Charlson, Edwin Choy, George D Demetri, Mihaela Druta, Edouard Forcade, Kristen N Ganjoo, John Glod, Vicki L Keedy, Axel Le Cesne, David A Liebner, Victor Moreno, Seth M Pollack, Scott M Schuetze, Gary K Schwartz, Sandra J Strauss, William D Tap, Fiona Thistlethwaite, Claudia Maria Valverde Morales, Michael J Wagner, Breelyn A Wilky, Cheryl Mcalpine, Laura Hudson, Jean-Marc Navenot, Tianjiao Wang, Jane Bai, Stavros Rafail, Ruoxi Wang, Amy Sun, Lilliam Fernandes, Erin Van Winkle, Erica Elefant, Colin Lunt, Elliot Norry, Dennis Williams, Swethajit Biswas, Brian A Van Tine

Faculty, Staff and Student Publications

Background: Afamitresgene autoleucel (afami-cel) showed acceptable safety and promising efficacy in a phase 1 trial (NCT03132922). The aim of this study was to further evaluate the efficacy of afami-cel for the treatment of patients with HLA-A*02 and MAGE-A4-expressing advanced synovial sarcoma or myxoid round cell liposarcoma.

Methods: SPEARHEAD-1 was an open-label, non-randomised, phase 2 trial done across 23 sites in Canada, the USA, and Europe. The trial included three cohorts, of which the main investigational cohort (cohort 1) is reported here. Cohort 1 included patients with HLA-A*02, aged 16-75 years, with metastatic or unresectable synovial sarcoma or myxoid …

Serum Neuroactive Metabolites Of The Tryptophan Pathway In Patients With Acute Phase Of Affective Disorders, Yanli Li, Leilei Wang, Junchao Huang, Ping Zhang, Yanfang Zhou, Jinghui Tong, Wenjin Chen, Mengzhuang Gou, Baopeng Tian, Wei Li, Xingguang Luo, Li Tian, L Elliot Hong, Chiang-Shan R Li, Yunlong Tan

Faculty, Staff and Student Publications

BACKGROUND: Many studies showed disrupted tryptophan metabolism in patients with affective disorders. The aims of this study were to explore the differences in the metabolites of tryptophan pathway (TP) and the relationships between TP metabolites and clinical symptoms, therapeutic effect in patients with bipolar disorder with acute manic episode (BD-M), depressive episode (BD-D) and major depressive disorder (MDD).

METHODS: Patients with BD-M (n=52) and BD-D (n=39), MDD (n=48) and healthy controls (HCs, n=49) were enrolled. The serum neuroactive metabolites levels of the TP were measured by liquid chromatography-tandem mass spectrometry. Hamilton Depression Scale-17 item (HAMD-17) and Young Mania Rating Scale …

Non-Traumatic Osteonecrosis Of The Femoral Head Induced By Steroid And Alcohol Exposure Is Associated With Intestinal Flora Alterations And Metabolomic Profiles, Qing-Yuan Zheng, Ye Tao, Lei Geng, Peng Ren, Ming Ni, Guo-Qiang Zhang

Faculty, Staff and Student Publications

OBJECTIVE: Osteonecrosis of the femoral head (ONFH) is a severe disease that primarily affects the middle-aged population, imposing a significant economic and social burden. Recent research has linked the progression of non-traumatic osteonecrosis of the femoral head (NONFH) to the composition of the gut microbiota. Steroids and alcohol are considered major contributing factors. However, the relationship between NONFH caused by two etiologies and the microbiota remains unclear. In this study, we examined the gut microbiota and fecal metabolic phenotypes of two groups of patients, and analyzed potential differences in the pathogenic mechanisms from both the microbial and metabolic perspectives.

METHODS: …

Nardilysin-Regulated Scission Mechanism Activates Polo-Like Kinase 3 To Suppress The Development Of Pancreatic Cancer, Jie Fu, Jianhua Ling, Ching-Fei Li, Chi-Lin Tsai, Wenjuan Yin, Junwei Hou, Ping Chen, Yu Cao, Ya'an Kang, Yichen Sun, Xianghou Xia, Zhou Jiang, Kenei Furukawa, Yu Lu, Min Wu, Qian Huang, Jun Yao, David H Hawke, Bih-Fang Pan, Jun Zhao, Jiaxing Huang, Huamin Wang, E I Mustapha Bahassi, Peter J Stambrook, Peng Huang, Jason B Fleming, Anirban Maitra, John A Tainer, Mien-Chie Hung, Chunru Lin, Paul J Chiao

Faculty, Staff and Student Publications

Pancreatic ductal adenocarcinoma (PDAC) develops through step-wise genetic and molecular alterations including Kras mutation and inactivation of various apoptotic pathways. Here, we find that development of apoptotic resistance and metastasis of KrasG12D-driven PDAC in mice is accelerated by deleting Plk3, explaining the often-reduced Plk3 expression in human PDAC. Importantly, a 41-kDa Plk3 (p41Plk3) that contains the entire kinase domain at the N-terminus (1-353 aa) is activated by scission of the precursor p72Plk3 at Arg354 by metalloendopeptidase nardilysin (NRDC), and the resulting p32Plk3 C-terminal Polo-box domain (PBD) is removed by proteasome degradation, preventing the inhibition of p41Plk3 by PBD. We find …

Enhancing Nsclc Recurrence Prediction With Pet/Ct Habitat Imaging, Ctdna, And Integrative Radiogenomics-Blood Insights, Sheeba J Sujit, Muhammad Aminu, Tatiana V Karpinets, Pingjun Chen, Maliazurina B Saad, Morteza Salehjahromi, John D Boom, Mohamed Qayati, James M George, Haley Allen, Mara B Antonoff, Lingzhi Hong, Xin Hu, Simon Heeke, Hai T Tran, Xiuning Le, Yasir Y Elamin, Mehmet Altan, Natalie I Vokes, Ajay Sheshadri, Julie Lin, Jianhua Zhang, Yang Lu, Carmen Behrens, Myrna C B Godoy, Carol C Wu, Joe Y Chang, Caroline Chung, David A Jaffray, Ignacio I Wistuba, J Jack Lee, Ara A Vaporciyan, Don L Gibbons, John Heymach, Jianjun Zhang, Tina Cascone, Jia Wu

Faculty, Staff and Student Publications

While we recognize the prognostic importance of clinicopathological measures and circulating tumor DNA (ctDNA), the independent contribution of quantitative image markers to prognosis in non-small cell lung cancer (NSCLC) remains underexplored. In our multi-institutional study of 394 NSCLC patients, we utilize pre-treatment computed tomography (CT) and 18F-fluorodeoxyglucose positron emission tomography (FDG-PET) to establish a habitat imaging framework for assessing regional heterogeneity within individual tumors. This framework identifies three PET/CT subtypes, which maintain prognostic value after adjusting for clinicopathologic risk factors including tumor volume. Additionally, these subtypes complement ctDNA in predicting disease recurrence. Radiogenomics analysis unveil the molecular underpinnings of these …

A Revamped Rat Reference Genome Improves The Discovery Of Genetic Diversity In Laboratory Rats, Tristan V De Jong, Yanchao Pan, Pasi Rastas, Daniel Munro, Monika Tutaj, Huda Akil, Chris Benner, Denghui Chen, Apurva S Chitre, William Chow, Vincenza Colonna, Clifton L Dalgard, Wendy M Demos, Peter A Doris, Erik Garrison, Aron M Geurts, Hakan M Gunturkun, Victor Guryev, Thibaut Hourlier, Kerstin Howe, Jun Huang, Ted Kalbfleisch, Panjun Kim, Ling Li, Spencer Mahaffey, Fergal J Martin, Pejman Mohammadi, Ayse Bilge Ozel, Oksana Polesskaya, Michal Pravenec, Pjotr Prins, Jonathan Sebat, Jennifer R Smith, Leah C Solberg Woods, Boris Tabakoff, Alan Tracey, Marcela Uliano-Silva, Flavia Villani, Hongyang Wang, Burt M Sharp, Francesca Telese, Zhihua Jiang, Laura Saba, Xusheng Wang, Terence D Murphy, Abraham A Palmer, Anne E Kwitek, Melinda R Dwinell, Robert W Williams, Jun Z Li, Hao Chen

Faculty, Staff and Student Publications

The seventh iteration of the reference genome assembly for Rattus norvegicus-mRatBN7.2-corrects numerous misplaced segments and reduces base-level errors by approximately 9-fold and increases contiguity by 290-fold compared with its predecessor. Gene annotations are now more complete, improving the mapping precision of genomic, transcriptomic, and proteomics datasets. We jointly analyzed 163 short-read whole-genome sequencing datasets representing 120 laboratory rat strains and substrains using mRatBN7.2. We defined ∼20.0 million sequence variations, of which 18,700 are predicted to potentially impact the function of 6,677 genes. We also generated a new rat genetic map from 1,893 heterogeneous stock rats and annotated transcription start sites …

Synovial Fibroblast Gene Expression Is Associated With Sensory Nerve Growth And Pain In Rheumatoid Arthritis, Zilong Bai, Nicholas Bartelo, Maryam Aslam, Elisabeth A Murphy, Caryn R Hale, Nathalie E Blachere, Salina Parveen, Edoardo Spolaore, Edward Dicarlo, Ellen M Gravallese, Melanie H Smith, Accelerating Medicines Partnership Ra/Sle Network, Mayu O Frank, Caroline S Jiang, Haotan Zhang, Christina Pyrgaki, Myles J Lewis, Shafaq Sikandar, Costantino Pitzalis, Joseph B Lesnak, Khadijah Mazhar, Theodore J Price, Anne-Marie Malfait, Rachel E Miller, Fan Zhang, Susan Goodman, Robert B Darnell, Fei Wang, Dana E Orange

Faculty, Staff and Student Publications

It has been presumed that rheumatoid arthritis (RA) joint pain is related to inflammation in the synovium; however, recent studies reveal that pain scores in patients do not correlate with synovial inflammation. We developed a machine-learning approach (graph-based gene expression module identification or GbGMI) to identify an 815-gene expression module associated with pain in synovial biopsy samples from patients with established RA who had limited synovial inflammation at arthroplasty. We then validated this finding in an independent cohort of synovial biopsy samples from patients who had early untreated RA with little inflammation. Single-cell RNA sequencing analyses indicated that most of …

Nanocavity-Mediated Purcell Enhancement Of Er In Tio2 Thin Films Grown Via Atomic Layer Deposition, Cheng Ji, Michael T Solomon, Gregory D Grant, Koichi Tanaka, Muchuan Hua, Jianguo Wen, Sagar Kumar Seth, Connor P Horn, Ignas Masiulionis, Manish Kumar Singh, Sean E Sullivan, F Joseph Heremans, David D Awschalom, Supratik Guha, Alan M Dibos

Faculty, Staff and Student Publications

The use of trivalent erbium (Er3+), typically embedded as an atomic defect in the solid-state, has widespread adoption as a dopant in telecommunication devices and shows promise as a spin-based quantum memory for quantum communication. In particular, its natural telecom C-band optical transition and spin-photon interface make it an ideal candidate for integration into existing optical fiber networks without the need for quantum frequency conversion. However, successful scaling requires a host material with few intrinsic nuclear spins, compatibility with semiconductor foundry processes, and straightforward integration with silicon photonics. Here, we present Er-doped titanium dioxide (TiO2) thin film growth on silicon …

Arid1a Orchestrates Swi/Snf-Mediated Sequential Binding Of Transcription Factors With Arid1a Loss Driving Pre-Memory B Cell Fate And Lymphomagenesis, Darko Barisic, Christopher R Chin, Cem Meydan, Matt Teater, Ioanna Tsialta, Coraline Mlynarczyk, Amy Chadburn, Xuehai Wang, Margot Sarkozy, Min Xia, Sandra E Carson, Santo Raggiri, Sonia Debek, Benedikt Pelzer, Ceyda Durmaz, Qing Deng, Priya Lakra, Martin Rivas, Christian Steidl, David W Scott, Andrew P Weng, Christopher E Mason, Michael R Green, Ari Melnick

Faculty, Staff and Student Publications

ARID1A, a subunit of the canonical BAF nucleosome remodeling complex, is commonly mutated in lymphomas. We show that ARID1A orchestrates B cell fate during the germinal center (GC) response, facilitating cooperative and sequential binding of PU.1 and NF-kB at crucial genes for cytokine and CD40 signaling. The absence of ARID1A tilts GC cell fate toward immature IgM+CD80-PD-L2- memory B cells, known for their potential to re-enter new GCs. When combined with BCL2 oncogene, ARID1A haploinsufficiency hastens the progression of aggressive follicular lymphomas (FLs) in mice. Patients with FL with ARID1A-inactivating mutations preferentially display an immature memory B cell-like state with …

Smarca4 Is A Haploinsufficient B Cell Lymphoma Tumor Suppressor That Fine-Tunes Centrocyte Cell Fate Decisions, Qing Deng, Priya Lakra, Panhong Gou, Haopeng Yang, Cem Meydan, Matthew Teater, Christopher Chin, Wenchao Zhang, Tommy Dinh, Usama Hussein, Xubin Li, Estela Rojas, Weiguang Liu, Patrick K Reville, Atish Kizhakeyil, Darko Barisic, Sydney Parsons, Ashley Wilson, Jared Henderson, Brooks Scull, Channabasavaiah Gurumurthy, Francisco Vega, Amy Chadburn, Branko Cuglievan, Nader Kim El-Mallawany, Carl Allen, Christopher Mason, Ari Melnick, Michael R Green

Faculty, Staff and Student Publications

SMARCA4 encodes one of two mutually exclusive ATPase subunits in the BRG/BRM associated factor (BAF) complex that is recruited by transcription factors (TFs) to drive chromatin accessibility and transcriptional activation. SMARCA4 is among the most recurrently mutated genes in human cancer, including ∼30% of germinal center (GC)-derived Burkitt lymphomas. In mice, GC-specific Smarca4 haploinsufficiency cooperated with MYC over-expression to drive lymphomagenesis. Furthermore, monoallelic Smarca4 deletion drove GC hyperplasia with centroblast polarization via significantly increased rates of centrocyte recycling to the dark zone. Mechanistically, Smarca4 loss reduced the activity of TFs that are activated in centrocytes to drive GC-exit, including SPI1 …

Arterial Spin-Labeling And Dsc Perfusion Metrics Improve Agreement In Neuroradiologists' Clinical Interpretations Of Posttreatment High-Grade Glioma Surveillance Mr Imaging-An Institutional Experience, Ghiam Yamin, Eric Tranvinh, Bryan A Lanzman, Elizabeth Tong, Syed S Hashmi, Chirag B Patel, Michael Iv

Faculty, Staff and Student Publications

Background and purpose: MR perfusion has shown value in the evaluation of posttreatment high-grade gliomas, but few studies have shown its impact on the consistency and confidence of neuroradiologists' interpretation in routine clinical practice. We evaluated the impact of adding MR perfusion metrics to conventional contrast-enhanced MR imaging in posttreatment high-grade glioma surveillance imaging.

Materials and methods: This retrospective study included 45 adults with high-grade gliomas who had posttreatment perfusion MR imaging. Four neuroradiologists assigned Brain Tumor Reporting and Data System scores for each examination on the basis of the interpretation of contrast-enhanced MR imaging and then after the addition …

Single-Cell Systems Pharmacology Identifies Development-Driven Drug Response And Combination Therapy In B Cell Acute Lymphoblastic Leukemia, Xin Huang, Yizhen Li, Jingliao Zhang, Lei Yan, Huanbin Zhao, Liang Ding, Sheetal Bhatara, Xu Yang, Satoshi Yoshimura, Wenjian Yang, Seth E Karol, Hiroto Inaba, Charles Mullighan, Mark Litzow, Xiaofan Zhu, Yingchi Zhang, Wendy Stock, Nitin Jain, Elias Jabbour, Steven M Kornblau, Marina Konopleva, Ching-Hon Pui, Elisabeth Paietta, William Evans, Jiyang Yu, Jun J Yang

Faculty, Staff and Student Publications

Leukemia can arise at various stages of the hematopoietic differentiation hierarchy, but the impact of developmental arrest on drug sensitivity is unclear. Applying network-based analyses to single-cell transcriptomes of human B cells, we define genome-wide signaling circuitry for each B cell differentiation stage. Using this reference, we comprehensively map the developmental states of B cell acute lymphoblastic leukemia (B-ALL), revealing its strong correlation with sensitivity to asparaginase, a commonly used chemotherapeutic agent. Single-cell multi-omics analyses of primary B-ALL blasts reveal marked intra-leukemia heterogeneity in asparaginase response: resistance is linked to pre-pro-B-like cells, with sensitivity associated with the pro-B-like population. By …

Author Correction: Comparative Analysis Of Dimension Reduction Methods For Cytometry By Time-Of-Flight Data, Kaiwen Wang, Yuqiu Yang, Fangjiang Wu, Bing Song, Xinlei Wang, Tao Wang

Faculty, Staff and Student Publications

No abstract provided.