Biomedical Informatics Commons^™

The Longitudinal Analysis Of Convergent Antibody Vdj Regions In Sars-Cov-2-Positive Patients Using Rna-Seq, Kate J Liu, Monika A Zelazowska, Kevin M Mcbride

Faculty, Staff and Student Publications

Severe acute respiratory syndrome-related coronavirus-2 (SARS-CoV-2) is an ongoing pandemic that continues to evolve and reinfect individuals. To understand the convergent antibody responses that evolved over the course of the pandemic, we evaluated the immunoglobulin repertoire of individuals infected by different SARS-CoV-2 variants for similarity between patients. We utilized four public RNA-seq data sets collected between March 2020 and March 2022 from the Gene Expression Omnibus (GEO) in our longitudinal analysis. This covered individuals infected with Alpha and Omicron variants. In total, from 269 SARS-CoV-2-positive patients and 26 negative patients, 629,133 immunoglobulin heavy-chain variable region V(D)J sequences were reconstructed from …

New Actions On Actionable Mutations In Lung Cancers, Xiuning Le, Yasir Y Elamin, Jianjun Zhang

Faculty, Staff and Student Publications

Actionable mutations refer to DNA alterations that, if detected, would be expected to affect patients' response to treatments [...].

Genome-Wide Association Study Of Lung Adenocarcinoma In East Asia And Comparison With A European Population, Jianxin Shi, Kouya Shiraishi, Jiyeon Choi, Keitaro Matsuo, Tzu-Yu Chen, Juncheng Dai, Rayjean J Hung, Kexin Chen, Xiao-Ou Shu, Young Tae Kim, Maria Teresa Landi, Dongxin Lin, Wei Zheng, Zhihua Yin, Baosen Zhou, Bao Song, Jiucun Wang, Wei Jie Seow, Lei Song, I-Shou Chang, Wei Hu, Li-Hsin Chien, Qiuyin Cai, Yun-Chul Hong, Hee Nam Kim, Yi-Long Wu, Maria Pik Wong, Brian Douglas Richardson, Karen M Funderburk, Shilan Li, Tongwu Zhang, Charles Breeze, Zhaoming Wang, Batel Blechter, Bryan A Bassig, Jin Hee Kim, Demetrius Albanes, Jason Y Y Wong, Min-Ho Shin, Lap Ping Chung, Yang Yang, She-Juan An, Hong Zheng, Yasushi Yatabe, Xu-Chao Zhang, Young-Chul Kim, Neil E Caporaso, Jiang Chang, James Chung Man Ho, Michiaki Kubo, Yataro Daigo, Minsun Song, Yukihide Momozawa, Yoichiro Kamatani, Masashi Kobayashi, Kenichi Okubo, Takayuki Honda, Dean H Hosgood, Hideo Kunitoh, Harsh Patel, Shun-Ichi Watanabe, Yohei Miyagi, Haruhiko Nakayama, Shingo Matsumoto, Hidehito Horinouchi, Masahiro Tsuboi, Ryuji Hamamoto, Koichi Goto, Yuichiro Ohe, Atsushi Takahashi, Akiteru Goto, Yoshihiro Minamiya, Megumi Hara, Yuichiro Nishida, Kenji Takeuchi, Kenji Wakai, Koichi Matsuda, Yoshinori Murakami, Kimihiro Shimizu, Hiroyuki Suzuki, Motonobu Saito, Yoichi Ohtaki, Kazumi Tanaka, Tangchun Wu, Fusheng Wei, Hongji Dai, Mitchell J Machiela, Jian Su, Yeul Hong Kim, In-Jae Oh, Victor Ho Fun Lee, Gee-Chen Chang, Ying-Huang Tsai, Kuan-Yu Chen, Ming-Shyan Huang, Wu-Chou Su, Yuh-Min Chen, Adeline Seow, Jae Yong Park, Sun-Seog Kweon, Kun-Chieh Chen, Yu-Tang Gao, Biyun Qian, Chen Wu, Daru Lu, Jianjun Liu, Ann G Schwartz, Richard Houlston, Margaret R Spitz, Ivan P Gorlov, Xifeng Wu, Ping Yang, Stephen Lam, Adonina Tardon, Chu Chen, Stig E Bojesen, Mattias Johansson, Angela Risch, Heike Bickeböller, Bu-Tian Ji, H-Erich Wichmann, David C Christiani, Gadi Rennert, Susanne Arnold, Paul Brennan, James Mckay, John K Field, Sanjay S Shete, Loic Le Marchand, Geoffrey Liu, Angeline Andrew, Lambertus A Kiemeney, Shan Zienolddiny-Narui, Kjell Grankvist, Mikael Johansson, Angela Cox, Fiona Taylor, Jian-Min Yuan, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Hyo-Sung Jeon, Shih Sheng Jiang, Jae Sook Sung, Chung-Hsing Chen, Chin-Fu Hsiao, Yoo Jin Jung, Huan Guo, Zhibin Hu, Laurie Burdett, Meredith Yeager, Amy Hutchinson, Belynda Hicks, Jia Liu, Bin Zhu, Sonja I Berndt, Wei Wu, Junwen Wang, Yuqing Li, Jin Eun Choi, Kyong Hwa Park, Sook Whan Sung, Li Liu, Chang Hyun Kang, Wen-Chang Wang, Jun Xu, Peng Guan, Wen Tan, Chong-Jen Yu, Gong Yang, Alan Dart Loon Sihoe, Ying Chen, Yi Young Choi, Jun Suk Kim, Ho-Il Yoon, In Kyu Park, Ping Xu, Qincheng He, Chih-Liang Wang, Hsiao-Han Hung, Roel C H Vermeulen, Iona Cheng, Junjie Wu, Wei-Yen Lim, Fang-Yu Tsai, John K C Chan, Jihua Li, Hongyan Chen, Hsien-Chih Lin, Li Jin, Jie Liu, Norie Sawada, Taiki Yamaji, Kathleen Wyatt, Shengchao A Li, Hongxia Ma, Meng Zhu, Zhehai Wang, Sensen Cheng, Xuelian Li, Yangwu Ren, Ann Chao, Motoki Iwasaki, Junjie Zhu, Gening Jiang, Ke Fei, Guoping Wu, Chih-Yi Chen, Chien-Jen Chen, Pan-Chyr Yang, Jinming Yu, Victoria L Stevens, Joseph F Fraumeni, Nilanjan Chatterjee, Olga Y Gorlova, Chao Agnes Hsiung, Christopher I Amos, Hongbing Shen, Stephen J Chanock, Nathaniel Rothman, Takashi Kohno, Qing Lan

Faculty, Staff and Student Publications

Lung adenocarcinoma is the most common type of lung cancer. Known risk variants explain only a small fraction of lung adenocarcinoma heritability. Here, we conducted a two-stage genome-wide association study of lung adenocarcinoma of East Asian ancestry (21,658 cases and 150,676 controls; 54.5% never-smokers) and identified 12 novel susceptibility variants, bringing the total number to 28 at 25 independent loci. Transcriptome-wide association analyses together with colocalization studies using a Taiwanese lung expression quantitative trait loci dataset (n = 115) identified novel candidate genes, including FADS1 at 11q12 and ELF5 at 11p13. In a multi-ancestry meta-analysis of East Asian and European …

Histological Transformation To Gliosarcoma With Combined Braf/Mek Inhibition In Braf V600e Mutated Glioblastoma, Blessie Elizabeth Nelson, Neha K Reddy, Jason T Huse, Behrang Amini, Mirella Nardo, Mohamed Gouda, Shiao-Pei Weathers, Vivek Subbiah

Faculty, Staff and Student Publications

The identification of BRAF V600 mutation in multiple cancers beyond melanoma and the development of combined BRAF and MEK targeting agents have altered the landscape of tissue-agnostic precision oncology therapies with an impact on survival outcomes. Despite initial efficacy, resistance emerges, and it is pertinent to identify putative resistance mechanisms. We report a case of recurrent glioblastoma (GBM) harboring BRAF V600E alteration who initially responded to combined BRAF + MEK inhibition and subsequently developed treatment resistance by histological transformation to gliosarcoma and acquisition of oncogenic KRAS G12D and an NF1 L1083R mutation. This documented case represents an initial evidence of …

Transmission Of Mycobacterium Tuberculosis To Healthcare Personnel Resulting From Contaminated Bone Graft Material, United States, June 2021–August 2022, Ruoran Li, Molly Deutsch-Feldman, Tamasin Adams, Michelle Law, Chinpar Biak, Erika Pitcher, Marci Drees, Alfonso C Hernandez-Romieu, Thomas D Filardo, Tracina Cropper, Angelica Martinez, W Wyatt Wilson, Sandy P Althomsons, Sapna Bamrah Morris, Jonathan M Wortham, Isaac Benowitz, Noah G Schwartz, Kelly White, Maryam B Haddad, Janet B Glowicz, Bone Allograft Tuberculosis Investigators

Faculty, Staff and Student Publications

A nationwide tuberculosis outbreak linked to a viable bone allograft product contaminated with Mycobacterium tuberculosis was identified in June 2021. Our subsequent investigation identified 73 healthcare personnel with new latent tuberculosis infection following exposure to the contaminated product, product recipients, surgical instruments, or medical waste.

Single-Compartment Dose Prescriptions For Ablative 90y-Radioembolization Segmentectomy, Srinivas Cheenu Kappadath, Benjamin P Lopez

Faculty, Staff and Student Publications

BACKGROUND: Yttrium-90 (90Y) radioembolization is increasingly being utilized with curative intent. While single-compartment doses with respect to the perfused volume for the complete pathologic necrosis (CPN) of tumors have been reported, the actual doses delivered to the tumor and at-risk margins that leads to CPN have hitherto not been estimated. We present an ablative dosimetry model that calculates the dose distribution for tumors and at-risk margins based on numerical mm-scale dose modeling and the available clinical CPN evidence and report on the necessary dose metrics needed to achieve CPN following 90Y-radioembolization.

METHODS: Three-dimensional (3D) activity distributions (MBq/voxel) simulating spherical tumors …

Cellular And Molecular Mechanisms Of Liver Fibrosis In Patients With Nafld, Jessica I Sanchez, Edwin R Parra, Jingjing Jiao, Luisa M Solis Soto, Debora A Ledesma, Omar A Saldarriaga, Heather L Stevenson, Laura Beretta

Faculty, Staff and Student Publications

The expression of immune- and cancer-related genes was measured in liver biopsies from 107 NAFLD patients. The strongest difference in overall gene expression was between liver fibrosis stages F3 and F4, with 162 cirrhosis-associated genes identified. Strong correlations with fibrosis progression from F1 to F4 were observed for 91 genes, including CCL21, CCL2, CXCL6, and CCL19. In addition, the expression of 21 genes was associated with fast progression to F3/F4 in an independent group of eight NAFLD patients. These included the four chemokines, SPP1, HAMP, CXCL2, and IL-8. A six-gene signature including SOX9, THY-1, and CD3D had the highest performance …

Tet2 Truncating Mutations Predict A Worse Outcome In Blastic Plasmacytoid Dendritic Cell Neoplasm, Hannah Beird, C Cameron Yin, Joseph D Khoury, Sherry Pierce, Hussein A Abbas, Li Zhao, Anna Skwarska, Muzaffar Qazilbash, Marina Konopleva, P Andrew Futreal, Naveen Pemmaraju

Faculty, Staff and Student Publications

No abstract provided.

Publisher Correction: A Randomized Pilot Study Of Oncology Massage To Treat Chemotherapy-Induced Peripheral Neuropathy, Gabriel Lopez, Cathy Eng, Michael Overman, David Ramirez, Wenli Liu, Curtiss Beinhorn, Pamela Sumler, Sarah Prinsloo, Yisheng Li, Minxing Chen, Eduardo Bruera, Lorenzo Cohen

Faculty, Staff and Student Publications

No abstract provided.

A Phase 2 Study Of Nivolumab Combined With Ibrutinib In Patients With Diffuse Large B-Cell Richter Transformation Of Cll, Nitin Jain, Jayastu Senapati, Beenu Thakral, Alessandra Ferrajoli, Philip Thompson, Jan Burger, Sreyashi Basu, Tapan Kadia, Naval Daver, Gautam Borthakur, Marina Konopleva, Naveen Pemmaraju, Erin Parry, Catherine J Wu, Joseph Khoury, Carlos Bueso-Ramos, Naveen Garg, Xuemei Wang, Wanda Lopez, Ana Ayala, Susan O'Brien, Hagop Kantarjian, Michael Keating, James Allison, Padmanee Sharma, William Wierda

Faculty, Staff and Student Publications

Richter transformation (RT) is a rare complication of chronic lymphocytic leukemia (CLL) that has dismal outcomes. Upregulation of PD-1/PD-L1 drives immunological evasion in patients with RT. We hypothesized that combining nivolumab, a PD-1 blocking antibody, with the BTK inhibitor (BTKi) ibrutinib could potentiate tumor-cell killing. We conducted an investigator-initiated phase 2 clinical trial to assess the efficacy of combined nivolumab and ibrutinib in patients with diffuse large B-cell lymphoma (DLBCL) RT and CLL. Patients included were ≥18 years of age with adequate hepatic and renal function. Patients received nivolumab every 2 weeks of a 4-week cycle for a maximum of …

Smarcb1 Regulates The Hypoxic Stress Response In Sickle Cell Trait, Melinda Soeung, Luigi Perelli, Ziheng Chen, Eleonora Dondossola, I-Lin Ho, Federica Carbone, Li Zhang, Hania Khan, Courtney N Le, Cihui Zhu, Michael D Peoples, Ningping Feng, Shan Jiang, Niki Millward Zacharias, Rosalba Minelli, Daniel D Shapiro, Angela K Deem, Sisi Gao, Emily H Cheng, Donatella Lucchetti, Cheryl L Walker, Alessandro Carugo, Virginia Giuliani, Timothy P Heffernan, Andrea Viale, Nizar M Tannir, Giulio F Draetta, Pavlos Msaouel, Giannicola Genovese

Faculty, Staff and Student Publications

Renal medullary carcinoma (RMC) is an aggressive kidney cancer that almost exclusively develops in individuals with sickle cell trait (SCT) and is always characterized by loss of the tumor suppressor SMARCB1. Because renal ischemia induced by red blood cell sickling exacerbates chronic renal medullary hypoxia in vivo, we investigated whether the loss of SMARCB1 confers a survival advantage under the setting of SCT. Hypoxic stress, which naturally occurs within the renal medulla, is elevated under the setting of SCT. Our findings showed that hypoxia-induced SMARCB1 degradation protected renal cells from hypoxic stress. SMARCB1 wild-type renal tumors exhibited lower levels …

The Deleted In Oral Cancer (Doc1 Aka Cdk2ap1) Tumor Suppressor Gene Is Downregulated In Oral Squamous Cell Carcinoma By Multiple Micrornas, Roberto Stabile, Mario Román Cabezas, Mathijs P Verhagen, Francesco A Tucci, Thierry P P Van Den Bosch, Maria J De Herdt, Berdine Van Der Steen, Alex L Nigg, Meng Chen, Cristina Ivan, Masayoshi Shimizu, Senada Koljenović, Jose A Hardillo, C Peter Verrijzer, Robert J Baatenburg De Jong, George A Calin, Riccardo Fodde

Faculty, Staff and Student Publications

Cyclin-dependent kinase 2-associated protein 1 (CDK2AP1; also known as deleted in oral cancer or DOC1) is a tumor suppressor gene known to play functional roles in both cell cycle regulation and in the epigenetic control of embryonic stem cell differentiation, the latter as a core subunit of the nucleosome remodeling and histone deacetylation (NuRD) complex. In the vast majority of oral squamous cell carcinomas (OSCC), expression of the CDK2AP1 protein is reduced or lost. Notwithstanding the latter (and the DOC1 acronym), mutations or deletions in its coding sequence are extremely rare. Accordingly, CDK2AP1 protein-deficient oral cancer cell lines express as …

Phase Ii Clinical Trial Of Axitinib And Avelumab In Patients With Recurrent/Metastatic Adenoid Cystic Carcinoma, Renata Ferrarotto, Luana G Sousa, Lei Feng, Frank Mott, George Blumenschein, Mehmet Altan, Diana Bell, Flavia Bonini, Kaiyi Li, Mario L Marques-Piubelli, Eduardo A Dal Lago, Jason J Johnson, Yoshitsugu Mitani, Myrna Godoy, Anna Lee, Michael Kupferman, Ehab Hanna, Bonnie S Glisson, Yasir Elamin, Adel El-Naggar

Faculty, Staff and Student Publications

Purpose: We conducted a phase II trial evaluating the efficacy of VEGFR inhibitor axitinib and PD-L1 inhibitor avelumab in patients with recurrent/metastatic adenoid cystic carcinoma (R/M ACC).

Patients and methods: Eligible patients had R/M ACC with progression within 6 months before enrollment. Treatment consisted of axitinib and avelumab. The primary end point was objective response rate (ORR) per RECIST 1.1; secondary end points included progression-free survival (PFS), overall survival (OS), and toxicity. Simon's optimal two-stage design tested the null hypothesis of ORR ≤5% versus ORR ≥20% at 6 months; ≥4 responses in 29 patients would reject the null hypothesis.

Results: …

Magrolimab In Combination With Azacitidine In Patients With Higher-Risk Myelodysplastic Syndromes: Final Results Of A Phase Ib Study, David A Sallman, Monzr M Al Malki, Adam S Asch, Eunice S Wang, Joseph G Jurcic, Terrence J Bradley, Ian W Flinn, Daniel A Pollyea, Suman Kambhampati, Tiffany N Tanaka, Joshua F Zeidner, Guillermo Garcia-Manero, Deepa Jeyakumar, Rami Komrokji, Jeffrey Lancet, Hagop M Kantarjian, Lin Gu, Yajia Zhang, Anderson Tan, Mark Chao, Carol O'Hear, Giridharan Ramsingh, Indu Lal, Paresh Vyas, Naval G Daver

Faculty, Staff and Student Publications

Purpose: Magrolimab is a monoclonal antibody that blocks cluster of differentiation 47, a don't-eat-me signal overexpressed on cancer cells. Cluster of differentiation 47 blockade by magrolimab promotes macrophage-mediated phagocytosis of tumor cells and is synergistic with azacitidine, which increases expression of eat-me signals. We report final phase Ib data in patients with untreated higher-risk myelodysplastic syndromes (MDS) treated with magrolimab and azacitidine (ClinicalTrials.gov identifier: NCT03248479).

Patients and methods: Patients with previously untreated Revised International Prognostic Scoring System intermediate-/high-/very high-risk MDS received magrolimab intravenously as a priming dose (1 mg/kg) followed by ramp-up to a 30 mg/kg once-weekly or once-every-2-week …

Efficacy Of A Smoking Cessation Intervention For Survivors Of Cervical Intraepithelial Neoplasia Or Cervical Cancer: A Randomized Controlled Trial, Jennifer I Vidrine, Steven K Sutton, David W Wetter, Ya-Chen Tina Shih, Lois M Ramondetta, Linda S Elting, Joan L Walker, Katie M Smith, Summer G Frank-Pearce, Yisheng Li, Sarah R Jones, Darla E Kendzor, Vani N Simmons, Damon J Vidrine

Faculty, Staff and Student Publications

PURPOSE: Women who smoke and have a history of cervical intraepithelial neoplasia (CIN) or cervical cancer represent a vulnerable subgroup at elevated risk for recurrence, poorer cancer treatment outcomes, and decreased quality of life. The purpose of this study was to evaluate the long-term efficacy of Motivation And Problem Solving (MAPS), a novel treatment well-suited to meeting the smoking cessation needs of this population.

METHODS: Women who were with a history of CIN or cervical cancer, age 18 years and older, spoke English or Spanish, and reported current smoking (≥100 lifetime cigarettes plus any smoking in the past 30 days) …

Insight Into The Desolvation Of Quaternary Ammonium Cation With Acetonitrile As A Solvent In Hydroxyl-Flat Pores: A First-Principles Calculation, Fudong Liu, Shaobin Yang, Xu Zhang, Shuwei Tang, Yingkai Xia

Faculty, Staff and Student Publications

Supercapacitors have a wide range of applications in high-technology fields. The desolvation of organic electrolyte cations affects the capacity size and conductivity of supercapacitors. However, few relevant studies have been published in this field. In this experiment, the adsorption behavior of porous carbon was simulated with first-principles calculations using a graphene bilayer with a layer spacing of 4-10 Å as a hydroxyl-flat pore model. The reaction energies of quaternary ammonium cations, acetonitrile, and quaternary ammonium cationic complexes were calculated in a graphene bilayer with different interlayer spacings, and the desolvation behavior of TEA+ and SBP+ ions was described. The critical …

Toll-Like Receptors 2, 4, And 9 Modulate Promoting Effect Of Copd-Like Airway Inflammation On K-Ras-Driven Lung Cancer Through Activation Of The Myd88/Nf-ĸb Pathway In The Airway Epithelium, Walter V Velasco, Nasim Khosravi, Susana Castro-Pando, Nelly Torres-Garza, Maria T Grimaldo, Avantika Krishna, Michael J Clowers, Misha Umer, Sabah Tariq Amir, Diana Del Bosque, Soudabeh Daliri, Maria Miguelina De La Garza, Marco Ramos-Castaneda, Scott E Evans, Seyed Javad Moghaddam

Faculty, Staff and Student Publications

INTRODUCTION: Toll-like receptors (TLRs) are an extensive group of proteins involved in host defense processes that express themselves upon the increased production of endogenous damage-associated molecular patterns (DAMPs) and pathogen-associated molecular patterns (PAMPs) due to the constant contact that airway epithelium may have with pathogenic foreign antigens. We have previously shown that COPD-like airway inflammation induced by exposure to an aerosolized lysate of nontypeable

METHODS: In the present study, we have dissected the role of TLRs in this process by knocking out TLR2, 4, and 9 and analyzing how these deletions affect the promoting effect of COPD-like airway inflammation on …

Mitochondrial Replication Assay (Mira) For Efficient In Situ Quantification Of Nascent Mtdna And Protein Interactions With Nascent Mtdna (Mitosirf), Macy Lozen, Yue Chen, Rebecca A Boisvert, Katharina Schlacher

Faculty, Staff and Student Publications

Mitochondria play decisive roles in bioenergetics and intracellular communication. These organelles contain a circular mitochondrial DNA (mtDNA) genome that is duplicated within one to two hours by a mitochondrial replisome, independently from the nuclear replisome. mtDNA stability is regulated in part at the level of mtDNA replication. Consequently, mutations in mitochondrial replisome components result in mtDNA instability and are associated with diverse disease phenotypes, including premature aging, aberrant cellular energetics, and developmental defects. The mechanisms ensuring mtDNA replication stability are not completely understood. Thus, there remains a need to develop tools to specifically and quantifiably examine mtDNA replication. To date, …

Quehry: A Question Answering System To Query Electronic Health Records, Sarvesh Soni, Surabhi Datta, Kirk Roberts

Faculty, Staff and Student Publications

OBJECTIVE: We propose a system, quEHRy, to retrieve precise, interpretable answers to natural language questions from structured data in electronic health records (EHRs).

MATERIALS AND METHODS: We develop/synthesize the main components of quEHRy: concept normalization (MetaMap), time frame classification (new), semantic parsing (existing), visualization with question understanding (new), and query module for FHIR mapping/processing (new). We evaluate quEHRy on 2 clinical question answering (QA) datasets. We evaluate each component separately as well as holistically to gain deeper insights. We also conduct a thorough error analysis for a crucial subcomponent, medical concept normalization.

RESULTS: Using gold concepts, the precision of quEHRy …

Shared Decision Making In Acute Pain Management In Patients With Opioid Use Disorder: A Scoping Review, Peter D Vu, Aila Malik, A Sarah Cohen, Vishal Bansal, Morgan R Cowan, Gregory M Blazek, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

The treatment of acute pain over the years has changed with increasing alternative therapies and increased scrutiny of opioid prescriptions. Shared Decision Making (SDM) has become a vital tool in increasing patient engagement and satisfaction in treatment decisions. SDM has been successfully implemented in the management of pain in a variety of settings; however, information regarding the use of SDM for treating acute pain in patients with a history of opioid use disorder (OUD) remains scarce. Following the Preferred Reporting Items for Systematic Reviews and Meta-analysis Extension for Scoping Reviews (PRISMA-ScR), we conducted a review to understand how SDM is …

Deepmicetl: A Deep Transfer Learning Based Prediction Of Mice Cardiac Conduction Diseases Using Early Electrocardiograms, Ying Liao, Yisha Xiang, Mingjie Zheng, Jun Wang

Faculty, Staff and Student Publications

Cardiac conduction disease is a major cause of morbidity and mortality worldwide. There is considerable clinical significance and an emerging need of early detection of these diseases for preventive treatment success before more severe arrhythmias occur. However, developing such early screening tools is challenging due to the lack of early electrocardiograms (ECGs) before symptoms occur in patients. Mouse models are widely used in cardiac arrhythmia research. The goal of this paper is to develop deep learning models to predict cardiac conduction diseases in mice using their early ECGs. We hypothesize that mutant mice present subtle abnormalities in their early ECGs …

Blockchain-Enabled Immutable, Distributed, And Highly Available Clinical Research Activity Logging System For Federated Covid-19 Data Analysis From Multiple Institutions, Tsung-Ting Kuo, Anh Pham, Maxim E Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado

Faculty, Staff and Student Publications

OBJECTIVE: We aimed to develop a distributed, immutable, and highly available cross-cloud blockchain system to facilitate federated data analysis activities among multiple institutions.

MATERIALS AND METHODS: We preprocessed 9166 COVID-19 Structured Query Language (SQL) code, summary statistics, and user activity logs, from the GitHub repository of the Reliable Response Data Discovery for COVID-19 (R2D2) Consortium. The repository collected local summary statistics from participating institutions and aggregated the global result to a COVID-19-related clinical query, previously posted by clinicians on a website. We developed both on-chain and off-chain components to store/query these activity logs and their associated queries/results on a blockchain …

Single-Frame Deep-Learning Super-Resolution Microscopy For Intracellular Dynamics Imaging, Rong Chen, Xiao Tang, Yuxuan Zhao, Zeyu Shen, Meng Zhang, Yusheng Shen, Tiantian Li, Casper Ho Yin Chung, Lijuan Zhang, Ji Wang, Binbin Cui, Peng Fei, Yusong Guo, Shengwang Du, Shuhuai Yao

Faculty, Staff and Student Publications

Single-molecule localization microscopy (SMLM) can be used to resolve subcellular structures and achieve a tenfold improvement in spatial resolution compared to that obtained by conventional fluorescence microscopy. However, the separation of single-molecule fluorescence events that requires thousands of frames dramatically increases the image acquisition time and phototoxicity, impeding the observation of instantaneous intracellular dynamics. Here we develop a deep-learning based single-frame super-resolution microscopy (SFSRM) method which utilizes a subpixel edge map and a multicomponent optimization strategy to guide the neural network to reconstruct a super-resolution image from a single frame of a diffraction-limited image. Under a tolerable signal density and …

Cxcl8/Cxcr2 Signaling Mediates Bone Marrow Fibrosis And Is A Therapeutic Target In Myelofibrosis, Andrew J Dunbar, Dongjoo Kim, Min Lu, Mirko Farina, Robert L Bowman, Julie L Yang, Young Park, Abdul Karzai, Wenbin Xiao, Zach Zaroogian, Kavi O'Connor, Shoron Mowla, Francesca Gobbo, Paola Verachi, Fabrizio Martelli, Giuseppe Sarli, Lijuan Xia, Nada Elmansy, Maria Kleppe, Zhuo Chen, Yang Xiao, Erin Mcgovern, Jenna Snyder, Aishwarya Krishnan, Corrine Hill, Keith Cordner, Anouar Zouak, Mohamed E Salama, Jayden Yohai, Eric Tucker, Jonathan Chen, Jing Zhou, Timothy Mcconnell, Anna R Migliaccio, Richard Koche, Raajit Rampal, Rong Fan, Ross L Levine, Ronald Hoffman

Faculty, Staff and Student Publications

Proinflammatory signaling is a hallmark feature of human cancer, including in myeloproliferative neoplasms (MPNs), most notably myelofibrosis (MF). Dysregulated inflammatory signaling contributes to fibrotic progression in MF; however, the individual cytokine mediators elicited by malignant MPN cells to promote collagen-producing fibrosis and disease evolution are yet to be fully elucidated. Previously, we identified a critical role for combined constitutive JAK/STAT and aberrant NF-κB proinflammatory signaling in MF development. Using single-cell transcriptional and cytokine-secretion studies of primary cells from patients with MF and the human MPLW515L (hMPLW515L) murine model of MF, we extend our previous work and delineate the role of …

Morphology Of The Ventral Process Of The Sixth Cervical Vertebra In Extinct And Extant Equus: Functional Implications, Sharon May-Davis, Robert Hunter, Richard White

Faculty, Staff and Student Publications

In this study, we examined the ventral process of C6 in extinct and extant Equus (sister taxa to Equus ferus caballus only) with the purpose of describing normal morphology and identifying anomalous variations relevant to recent studies describing a congenital malformation in E. ferus caballus. Overall, 83 specimens from 9 museums and 3 research/educational facilities were examined, totalling 71 extinct specimens from 12 species and 12 extant specimens from 5 species. The lateral view revealed that a large convexity exists in the ventral process between the cranial ventral tubercle (CrVT) and the caudal ventral tubercle (CVT) in the earliest …

Deciphering Tumor Ecosystems At Super Resolution From Spatial Transcriptomics With Tesla, Jian Hu, Kyle Coleman, Daiwei Zhang, Edward B Lee, Humam Kadara, Linghua Wang, Mingyao Li

Faculty, Staff and Student Publications

Cell populations in the tumor microenvironment (TME), including their abundance, composition, and spatial location, are critical determinants of patient response to therapy. Recent advances in spatial transcriptomics (ST) have enabled the comprehensive characterization of gene expression in the TME. However, popular ST platforms, such as Visium, only measure expression in low-resolution spots and have large tissue areas that are not covered by any spots, which limits their usefulness in studying the detailed structure of TME. Here, we present TESLA, a machine learning framework for tissue annotation with pixel-level resolution in ST. TESLA integrates histological information with gene expression to annotate …

Correction: Combined Inhibition Of Bcl-2 And Mcl-1 Overcomes Bax Deficiency-Mediated Resistance Of Tp53-Mutant Acute Myeloid Leukemia To Individual Bh3 Mimetics, Bing Z Carter, Po Yee Mak, Wenjing Tao, Edward Ayoub, Lauren B Ostermann, Xuelin Huang, Sanam Loghavi, Steffen Boettcher, Yuki Nishida, Vivian Ruvolo, Paul E Hughes, Phuong K Morrow, Torsten Haferlach, Steven Kornblau, Muharrem Muftuoglu, Michael Andreeff

Faculty, Staff and Student Publications

No abstract provided.

From Bugs To Drugs: Bacterial 3-Iaa Enhances Efficacy Of Chemotherapy In Pancreatic Cancer, Y David Seo, Jennifer A Wargo

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Tintelnot et al. identified enrichment of indole-3-acetic acid (3-IAA), a tryptophan metabolite produced by gut microbiota, as a predictor of chemotherapy response in pancreatic adenocarcinoma. Recapitulated in mouse models, 3-IAA represents a novel potential therapeutic approach for chemotherapy sensitization.

Evaluation Of 89zr-Labeled Anti-Pd-L1 Monoclonal Antibodies Using Dfo And Novel Hopo Analogues As Chelating Agents For Immuno-Pet, Bhasker Radaram, Sarah E Glazer, Ping Yang, Chia-Wei Li, Mien-Chie Hung, Seth T Gammon, Mian Alauddin, David Piwnica-Worms

Faculty, Staff and Student Publications

Programmed death ligand 1 (PD-L1) is a type 1 transmembrane immunosuppressive protein that is expressed on a wide range of cell types, including cancer cells. Anti-PD-L1 antibodies have revolutionized cancer therapy and have led to improved outcomes for subsets of cancer patients, including triple-negative breast cancer (TNBC) patients. As a result, PET imaging of PD-L1 protein expression in cancer patients has been explored for noninvasive detection of PD-L1 expressing tumors as well as monitoring response to anti-PD-L1 immune checkpoint therapy. Previous studies have indicated that the in vivo stability and in vivo target detection of antibody-based radio-conjugates can be dramatically …

Surfactant Protein A Attenuates Generalized And Localized Neuroinflammation In Neonatal Mice, Caroline E Crocker, Romana Sharmeen, Thu T Tran, Amir M Khan, Wen Li, Joseph L Alcorn

Faculty, Staff and Student Publications

Surfactant protein A (SP-A) has important roles in innate immunity and modulation of pulmonary and extrapulmonary inflammation. Given SP-A has been detected in rat and human brain, we sought to determine if SP-A has a role in modulating inflammation in the neonatal mouse brain. Neonatal wildtype (WT) and SP-A-deficient (SP-A−/−) mice were subjected to three models of brain inflammation: systemic sepsis, intraventricular hemorrhage (IVH) and hypoxic-ischemic encephalopathy (HIE). Following treatment, RNA was isolated from brain tissue and expression of cytokine and SP-A mRNA was determined by real-time quantitative RT-PCR analysis. In the sepsis model, expression of most cytokine mRNAs was …