Digital Commons Network^™

Virology-The Path Forward, Angela L Rasmussen, Gigi K Gronvall, Anice C Lowen, Felicia Goodrum, James Alwine, Kristian G Andersen, Simon J Anthony, Joel Baines, Arinjay Banerjee, Andrew J Broadbent, Christopher B Brooke, Samuel K Campos, Patrizia Caposio, Arturo Casadevall, Gary C Chan, Anna R Cliffe, Donna Collins-Mcmillen, Nancy Connell, Blossom Damania, Matthew D Daugherty, Kari Debbink, Terence S Dermody, Daniel Dimaio, W Paul Duprex, Michael Emerman, Denise A Galloway, Robert F Garry, Stephen A Goldstein, Alexander L Greninger, Amy L Hartman, Brenda G Hogue, Stacy M Horner, Peter J Hotez, Jae U Jung, Jeremy P Kamil, Stephanie M Karst, Lou Laimins, Seema S Lakdawala, Igor Landais, Michael Letko, Brett Lindenbach, Shan-Lu Liu, Micah Luftig, Grant Mcfadden, Andrew Mehle, Juliet Morrison, Anne Moscona, Elke Mühlberger, Joshua Munger, Karl Münger, Eain Murphy, Christopher J Neufeldt, Janko Z Nikolich, Christine M O'Connor, Andrew Pekosz, Sallie R Permar, Julie K Pfeiffer, Saskia V Popescu, John G Purdy, Vincent R Racaniello, Charles M Rice, Jonathan A Runstadler, Martin J Sapp, Rona S Scott, Gregory A Smith, Erin M Sorrell, Emily Speranza, Daniel Streblow, Scott A Tibbetts, Zsolt Toth, Koenraad Van Doorslaer, Susan R Weiss, Elizabeth A White, Timothy M White, Christiane E Wobus, Michael Worobey, Satoko Yamaoka, Andrew Yurochko

Faculty, Staff and Students Publications

In the United States (US), biosafety and biosecurity oversight of research on viruses is being reappraised. Safety in virology research is paramount and oversight frameworks should be reviewed periodically. Changes should be made with care, however, to avoid impeding science that is essential for rapidly reducing and responding to pandemic threats as well as addressing more common challenges caused by infectious diseases. Decades of research uniquely positioned the US to be able to respond to the COVID-19 crisis with astounding speed, delivering life-saving vaccines within a year of identifying the virus. We should embolden and empower this strength, which is …

Building Research Capacity In Low- And Middle-Income Countries And Pandemic Preparedness: Lessons Learned And Future Directions, Peter H. Kilmarx, Karen A. Goralesk, Erum Khan, John F. Lindo, Nancy Gore Saravia

Department of Pathology and Laboratory Medicine

Research capacity is a critical component of pandemic preparedness, as highlighted by the challenges faced during the Ebola outbreak in West Africa. Recent global initiatives, such as the Research & Development Task Force of the Global Health Security Agenda and the World Health Assembly's resolution on strengthening clinical trials, emphasize the need for robust research capabilities. This Perspective discusses the experiences of leaders in infectious disease research and capacity building in low- and middle-income countries, focusing on Colombia, Jamaica, and Pakistan. These case studies underscore the importance of collaborative efforts, interdisciplinary training, and global partnerships in pandemic response. The experiences …

Extreme Drought Impacts Have Been Underestimated In Grasslands And Shrublands Globally, Melinda D Smith, Kate D Wilkins, Martin C Holdrege, Peter Wilfahrt, Scott L Collins, Alan K Knapp, Osvaldo E Sala, Jeffrey S Dukes, Richard P Phillips, Laura Yahdjian, Laureano A Gherardi, Timothy Ohlert, Claus Beier, Lauchlan H Fraser, Anke Jentsch, Michael E Loik, Fernando T Maestre, Sally A Power, Qiang Yu, Andrew J Felton, Seth M Munson, Yiqi Luo, Hamed Abdoli, Mehdi Abedi, Concepción L Alados, Juan Alberti, Moshe Alon, Hui An, Brian Anacker, Maggie Anderson, Harald Auge, Seton Bachle, Khadijeh Bahalkeh, Michael Bahn, Amgaa Batbaatar, Taryn Bauerle, Karen H Beard, Kai Behn, Ilka Beil, Lucio Biancari, Irmgard Blindow, Viviana Florencia Bondaruk, Elizabeth T Borer, Edward W Bork, Carlos Martin Bruschetti, Kerry M Byrne, James F Cahill, Dianela A Calvo, Michele Carbognani, Augusto Cardoni, Cameron N Carlyle, Miguel Castillo-Garcia, Scott X Chang, Jeff Chieppa, Marcus V Cianciaruso, Ofer Cohen, Amanda L Cordeiro, Daniela F Cusack, Sven Dahlke, Pedro Daleo, Carla M D'Antonio, Lee H Dietterich, Tim S Doherty, Maren Dubbert, Anne Ebeling, Nico Eisenhauer, Felícia M Fischer, T'Ai G W Forte, Tobias Gebauer, Beatriz Gozalo, Aaron C Greenville, Karlo G Guidoni-Martins, Heather J Hannusch, Siri Vatsø Haugum, Yann Hautier, Mariet Hefting, Hugh A L Henry, Daniela Hoss, Johannes Ingrisch, Oscar Iribarne, Forest Isbell, Yari Johnson, Samuel Jordan, Eugene F Kelly, Kaitlin Kimmel, Juergen Kreyling, György Kröel-Dulay, Alicia Kröpfl, Angelika Kübert, Andrew Kulmatiski, Eric G Lamb, Klaus Steenberg Larsen, Julie Larson, Jason Lawson, Cintia V Leder, Anja Linstädter, Jielin Liu, Shirong Liu, Alexandra G Lodge, Grisel Longo, Alejandro Loydi, Junwei Luan, Frederick Curtis Lubbe, Craig Macfarlane, Kathleen Mackie-Haas, Andrey V Malyshev, Adrián Maturano-Ruiz, Thomas Merchant, Daniel B Metcalfe, Akira S Mori, Edwin Mudongo, Gregory S Newman, Uffe N Nielsen, Dale Nimmo, Yujie Niu, Paola Nobre, Rory C O'Connor, Romà Ogaya, Gastón R Oñatibia, Ildikó Orbán, Brooke Osborne, Rafael Otfinowski, Meelis Pärtel, Josep Penuelas, Pablo L Peri, Guadalupe Peter, Alessandro Petraglia, Catherine Picon-Cochard, Valério D Pillar, Juan Manuel Piñeiro-Guerra, Laura W Ploughe, Robert M Plowes, Cristy Portales-Reyes, Suzanne M Prober, Yolanda Pueyo, Sasha C Reed, Euan G Ritchie, Dana Aylén Rodríguez, William E Rogers, Christiane Roscher, Ana M Sánchez, Bráulio A Santos, María Cecilia Scarfó, Eric W Seabloom, Baoku Shi, Lara Souza, Andreas Stampfli, Rachel J Standish, Marcelo Sternberg, Wei Sun, Marie Sünnemann, Michelle Tedder, Pål Thorvaldsen, Dashuan Tian, Katja Tielbörger, Alejandro Valdecantos, Liesbeth Van Den Brink, Vigdis Vandvik, Mathew R Vankoughnett, Liv Guri Velle, Changhui Wang, Yi Wang, Glenda M Wardle, Christiane Werner, Cunzheng Wei, Georg Wiehl, Jennifer L Williams, Amelia A Wolf, Michaela Zeiter, Fawei Zhang, Juntao Zhu, Ning Zong, Xiaoan Zuo

Faculty, Staff and Students Publications

Climate change is increasing the frequency and severity of short-term (~1 y) drought events-the most common duration of drought-globally. Yet the impact of this intensification of drought on ecosystem functioning remains poorly resolved. This is due in part to the widely disparate approaches ecologists have employed to study drought, variation in the severity and duration of drought studied, and differences among ecosystems in vegetation, edaphic and climatic attributes that can mediate drought impacts. To overcome these problems and better identify the factors that modulate drought responses, we used a coordinated distributed experiment to quantify the impact of short-term drought on …

Characterization Of Variant Rnas Encapsidated During Bromovirus Infection By High-Throughput Sequencing, Sarah Dexheimer, Nipin Shrestha, Bandana Sharma Chapagain, Jozef J. Bujarski, Yanbin Yin

Food for Health: Publications

Previously, we described the RNA recombinants accumulating in tissues infected with the bromoviruses BMV (Brome mosaic virus) and CCMV (Cowpea chlorotic mottle virus). In this work, we characterize the recombinants encapsidated inside the purified virion particles of BMV and CCMV. By using a tool called the Viral Recombination Mapper (ViReMa) that detects recombination junctions, we analyzed a high number of high-throughput sequencing (HTS) short RNA sequence reads. Over 28% of BMV or CCMV RNA reads did not perfectly map to the viral genomes. ViReMa identified 1.40% and 1.83% of these unmapped reads as the RNA recombinants, respectively, in BMV and …

A New Perspective On Intervertebral Disc Calcification-From Bench To Bedside, Emanuel Novais, Rajkishen Narayanan, Jose Canseco, Koen Van De Wetering, Christopher Kepler, Alan Hilibrand, Alex Vaccaro, Makarand Risbud

Department of Orthopaedic Surgery Faculty Papers

Disc degeneration primarily contributes to chronic low back and neck pain. Consequently, there is an urgent need to understand the spectrum of disc degeneration phenotypes such as fibrosis, ectopic calcification, herniation, or mixed phenotypes. Amongst these phenotypes, disc calcification is the least studied. Ectopic calcification, by definition, is the pathological mineralization of soft tissues, widely studied in the context of conditions that afflict vasculature, skin, and cartilage. Clinically, disc calcification is associated with poor surgical outcomes and back pain refractory to conservative treatment. It is frequently seen as a consequence of disc aging and progressive degeneration but exhibits unique molecular …

Mechanisms Of Melanoma Progression And Treatment Resistance: Role Of Cancer Stem-Like Cells, Youssef Al Hmada, Robert T. Brodell, Naji Kharouf, Thomas W. Flanagan, Abdulhadi A. Alamodi, Sofie Yasmin Hassan, Hosam Shalaby, Sarah Lilly Hassan, Youssef Haikel, Mosaad Megahed, Simeon Santourlidis, Mohamed Hassan

School of Medicine Faculty Publications

Melanoma is the third most common type of skin cancer, characterized by its heterogeneity and propensity to metastasize to distant organs. Melanoma is a heterogeneous tumor, composed of genetically divergent subpopulations, including a small fraction of melanoma-initiating cancer stem-like cells (CSCs) and many non-cancer stem cells (non-CSCs). CSCs are characterized by their unique surface proteins associated with aberrant signaling pathways with a causal or consequential relationship with tumor progression, drug resistance, and recurrence. Melanomas also harbor significant alterations in functional genes (BRAF, CDKN2A, NRAS, TP53, and NF1). Of these, the most common are the BRAF and NRAS oncogenes, with 50% …

Unexpected Inhibition Of The Lipid Kinase Pikfyve Reveals An Epistatic Role For P38 Mapks In Endolysosomal Fission And Volume Control, Daric J Wible, Zalak Parikh, Eun Jeong Cho, Miao-Der Chen, Collene R Jeter, Somshuvra Mukhopadhyay, Kevin N Dalby, Shankar Varadarajan, Shawn B Bratton

Faculty, Staff and Student Publications

p38 mitogen-activated protein kinases (MAPKs) participate in autophagic signaling; and previous reports suggest that pyridinyl imidazole p38 MAPK inhibitors, including SB203580 and SB202190, induce cell death in some cancer cell-types through unrestrained autophagy. Subsequent studies, however, have suggested that the associated cytoplasmic vacuolation resulted from off-target inhibition of an unidentified enzyme. Herein, we report that SB203580-induced vacuolation is rapid, reversible, and relies on the class III phosphatidylinositol 3-kinase (PIK3C3) complex and the production of phosphatidylinositol 3-phosphate [PI(3)P] but not on autophagy per se. Rather, vacuolation resulted from the accumulation of Rab7 on late endosome and lysosome (LEL) membranes, combined with …

Interplay Between Acetylation And Ubiquitination Of Imitation Switch Chromatin Remodeler Isw1 Confers Multidrug Resistance In Cryptococcus Neoformans, Yang Meng, Yue Ni, Zhuoran Li, Tianhang Jiang, Tianshu Sun, Yanjian Li, Xindi Gao, Hailong Li, Chenhao Suo, Chao Li, Sheng Yang, Tian Lan, Guojian Liao, Tongbao Liu, Ping Wang, Chen Ding

School of Medicine Faculty Publications

Cryptococcus neoformans poses a threat to human health, but anticryptococcal therapy is hampered by the emergence of drug resistance, whose underlying mechanisms remain poorly understood. Herein, we discovered that Isw1, an imitation switch chromatin remodeling ATPase, functions as a master modulator of genes responsible for in vivo and in vitro multidrug resistance in C. neoformans. Cells with the disrupted ISW1 gene exhibited profound resistance to multiple antifungal drugs. Mass spectrometry analysis revealed that Isw1 is both acetylated and ubiquitinated, suggesting that an interplay between these two modification events exists to govern Isw1 function. Mutagenesis studies of acetylation and ubiquitination sites …

Extracellular Carriers Control Lipid-Dependent Secretion, Delivery, And Activity Of Wnt Morphogens, Taciani De Almeida Magalhaes, Jingjing Liu, Charlene Chan, Kleiton Silva Borges, Jiuchun Zhang, Andrew J Kane, Bradley M Wierbowski, Yunhui Ge, Zhiwen Liu, Prabhath Mannam, Daniel Zeve, Ron Weiss, David T Breault, Pengxiang Huang, Adrian Salic

Faculty, Staff and Students Publications

WNT morphogens trigger signaling pathways fundamental for embryogenesis, regeneration, and cancer. WNTs are modified with palmitoleate, which is critical for binding Frizzled (FZD) receptors and activating signaling. However, it is unknown how WNTs are released and spread from cells, given their strong lipid-dependent membrane attachment. We demonstrate that secreted FZD-related proteins and WNT inhibitory factor 1 are WNT carriers, potently releasing lipidated WNTs and forming active soluble complexes. WNT release occurs by direct handoff from the membrane protein WNTLESS to the carriers. In turn, carriers donate WNTs to glypicans and FZDs involved in WNT reception and to the NOTUM hydrolase, …

Crispr-Dipoff: An Interpretable Deep Learning Approach For Crispr Cas-9 Off-Target Prediction, Md Toufikuzzaman, Md Abul Hassan Samee, M Sohel Rahman

Faculty, Staff and Students Publications

CRISPR Cas-9 is a groundbreaking genome-editing tool that harnesses bacterial defense systems to alter DNA sequences accurately. This innovative technology holds vast promise in multiple domains like biotechnology, agriculture and medicine. However, such power does not come without its own peril, and one such issue is the potential for unintended modifications (Off-Target), which highlights the need for accurate prediction and mitigation strategies. Though previous studies have demonstrated improvement in Off-Target prediction capability with the application of deep learning, they often struggle with the precision-recall trade-off, limiting their effectiveness and do not provide proper interpretation of the complex decision-making process of …

Sigma Leverages Protein Structural Information To Predict The Pathogenicity Of Missense Variants, Hengqiang Zhao, Huakang Du, Sen Zhao, Zefu Chen, Yaqi Li, Kexin Xu, Bowen Liu, Xi Cheng, Wen Wen, Guozhuang Li, Guilin Chen, Zhengye Zhao, Guixing Qiu, Deciphering Disorders Involving Scoliosis & Comorbidities (Disco) Study, Pengfei Liu, Terry Jianguo Zhang, Zhihong Wu, Nan Wu

Faculty, Staff and Students Publications

Leveraging protein structural information to evaluate pathogenicity has been hindered by the scarcity of experimentally determined 3D protein. With the aid of AlphaFold2 predictions, we developed the structure-informed genetic missense mutation assessor (SIGMA) to predict missense variant pathogenicity. In comparison with existing predictors across labeled variant datasets and experimental datasets, SIGMA demonstrates superior performance in predicting missense variant pathogenicity (AUC = 0.933). We found that the relative solvent accessibility of the mutated residue contributed greatly to the predictive ability of SIGMA. We further explored combining SIGMA with other top-tier predictors to create SIGMA+, proving highly effective for variant pathogenicity prediction …

Microglia-Derived Exosomes Modulate Myelin Regeneration Via Mir-615-5p/Myrf Axis, Xiao-Yu Ji, Yu-Xin Guo, Li-Bin Wang, Wen-Cheng Wu, Jia-Qi Wang, Jin He, Rui Gao, Javad Rasouli, Meng-Yuan Gao, Zhen-Hai Wang, Dan Xiao, Wei-Feng Zhang, Bogoljub Ciric, Yuan Zhang, Xing Li

Department of Neurology Faculty Papers

Demyelination and failure of remyelination in the central nervous system (CNS) characterize a number of neurological disorders. Spontaneous remyelination in demyelinating diseases is limited, as oligodendrocyte precursor cells (OPCs), which are often present in demyelinated lesions in abundance, mostly fail to differentiate into oligodendrocytes, the myelinating cells in the CNS. In addition to OPCs, the lesions are assembled numbers of activated resident microglia/infiltrated macrophages; however, the mechanisms and potential role of interactions between the microglia/macrophages and OPCs are poorly understood. Here, we generated a transcriptional profile of exosomes from activated microglia, and found that miR-615-5p was elevated. miR-615-5p bound to …

Mypathway Human Epidermal Growth Factor Receptor 2 Basket Study: Pertuzumab + Trastuzumab Treatment Of A Tissue-Agnostic Cohort Of Patients With Human Epidermal Growth Factor Receptor 2-Altered Advanced Solid Tumors, Christopher J Sweeney, John D Hainsworth, Ron Bose, Howard A Burris, Razelle Kurzrock, Charles Swanton, Claire F Friedman, David R Spigel, Tania Szado, Katja Schulze, Richard Price, Julia Malato, Amy A Lo, Jonathan Levy, Yong Wang, Wei Yu, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Clinical trials frequently include multiple end points that mature at different times. The initial report, typically based on the primary end point, may be published when key planned co-primary or secondary analyses are not yet available. Clinical Trial Updates provide an opportunity to disseminate additional results from studies, published in JCO or elsewhere, for which the primary end point has already been reported.The MyPathway multiple-basket study (ClinicalTrials.gov identifier: NCT02091141) is evaluating targeted therapies in nonindicated tumors with relevant molecular alterations. We assessed pertuzumab + trastuzumab in a tissue-agnostic cohort of adult patients with human epidermal growth factor receptor …

Epha2- And Hdac-Targeted Combination Therapy In Endometrial Cancer, Robiya Joseph, Santosh K Dasari, Sujanitha Umamaheswaran, Lingegowda S Mangala, Emine Bayraktar, Cristian Rodriguez-Aguayo, Yutuan Wu, Nghi Nguyen, Reid T Powell, Mary Sobieski, Yuan Liu, Mark Seungwook Kim, Sara Corvigno, Katherine Foster, Pahul Hanjra, Thanh Chung Vu, Mamur A Chowdhury, Paola Amero, Clifford Stephan, Gabriel Lopez-Berestein, Shannon N Westin, Anil K Sood

Faculty, Staff and Student Publications

Endometrial cancer is the most frequent malignant tumor of the female reproductive tract but lacks effective therapy. EphA2, a receptor tyrosine kinase, is overexpressed by various cancers including endometrial cancer and is associated with poor clinical outcomes. In preclinical models, EphA2-targeted drugs had modest efficacy. To discover potential synergistic partners for EphA2-targeted drugs, we performed a high-throughput drug screen and identified panobinostat, a histone deacetylase inhibitor, as a candidate. We hypothesized that combination therapy with an EphA2 inhibitor and panobinostat leads to synergistic cell death. Indeed, we found that the combination enhanced DNA damage, increased apoptosis, and decreased clonogenic survival …

Ai-Enhanced Detection Of Clinically Relevant Structural And Functional Anomalies In Mri: Traversing The Landscape Of Conventional To Explainable Approaches, Pegah Khosravi, Saber Mohammadi, Fatemeh Zahiri, Masoud Khodarahmi, Javad Zahiri

Publications and Research

Anomaly detection in medical imaging, particularly within the realm of magnetic resonance imaging (MRI), stands as a vital area of research with far-reaching implications across various medical fields. This review meticulously examines the integration of artificial intelligence (AI) in anomaly detection for MR images, spotlighting its transformative impact on medical diagnostics. We delve into the forefront of AI applications in MRI, exploring advanced machine learning (ML) and deep learning (DL) methodologies that are pivotal in enhancing the precision of diagnostic processes. The review provides a detailed analysis of preprocessing, feature extraction, classification, and segmentation techniques, alongside a comprehensive evaluation of …

Evaluation Of Potential Biomarkers For Lenvatinib Plus Pembrolizumab Among Patients With Advanced Endometrial Cancer: Results From Study 111/Keynote-146, Vicky Makker, Matthew H Taylor, Carol Aghajanian, Allen L Cohn, Marcia S Brose, Christopher Di Simone, Zhu Alexander Cao, Leah Suttner, Andrey Loboda, Razvan Cristescu, Petar Jelinic, Robert Orlowski, Lea Dutta, Junji Matsui, Corina E Dutcus, Yukinori Minoshima, Mark J Messing

Faculty, Staff and Student Publications

BACKGROUND: Lenvatinib plus pembrolizumab demonstrated clinically meaningful benefit in patients with previously treated advanced endometrial carcinoma in Study 111/KEYNOTE-146 (NCT02501096). In these exploratory analyses from this study, we evaluated the associations between clinical outcomes and gene expression signature scores and descriptively summarized response in biomarker subpopulations defined by tumor mutational burden (TMB) and DNA variants for individual genes of interest.

METHODS: Patients with histologically confirmed metastatic endometrial carcinoma received oral lenvatinib 20 mg once daily plus intravenous pembrolizumab 200 mg every 3 weeks for 35 cycles. Archived formalin-fixed paraffin-embedded tissue was obtained from all patients. T-cell-inflamed gene expression profile (Tcell …

Epstein-Barr Virus-Based Prognostic Model In Nodular Sclerosis Classic Hodgkin Lymphoma, Chen Jiang, Li-Yun Huang, Ji-Hao Zhou, Zhi-Ming Li, Yu Wang, Shuo Li, Jian-Chang Fu, Qi-Tao Huang, Qin Yan, Yu-Yuan Huang, Min Zuo, Shimin Hu, Robert Peter Gale, Yang Liang, Jing-Ping Yun, Yu-Hua Huang

Faculty, Staff and Student Publications

The role of Epstein-Barr virus (EBV) in lymphoma cells of nodular sclerosis classic Hodgkin lymphoma (NScHL) is controversial. Our aim was to explore this and establish a clinically feasible model for risk stratification. We interrogated data from 542 consecutive subjects with NScHL receiving ABVD therapy and demonstrated EBV-infection in their lymphoma cells with EBV-encoded small RNAs (EBERs) in situ hybridization. Subjects were divided into training and validation datasets. As data from the training dataset suggested EBERs-positivity was the only independent prognostic factor for both progression-free survival (PFS) and overall survival (OS), we developed corresponding prognostic models based on it. Our …

Exploring The Role Of Information And Communication Technologies In Allergic Rhinitis In Specialist Centers: Patient Perspectives On Usefulness, Value, And Impact On Healthcare, Ivan Cherrez-Ojeda, Jean Bousquet, Zouina Sarfraz, Azza Sarfraz, Monica Rodriguez Gonzales, Anna Bedbrook, Nelson Rosario, Benjamin Zepeda-Ortega, Guillermo Guidos, Ulbio Alcivar Molina

Department of Paediatrics and Child Health

Introduction: Information and communication technologies (ICTs) improve patient-centered care and are routinely used in Allergic Rhinitis (AR), but patients' preferences and attitudes are unexplored. This study examines AR-related information preferences and ICT use by AR patients.
Methods: A survey-based cross-sectional study was carried out in Ecuador from July to September 2019 in seven centers of reference for allergic disease. Participants were 18 years or older, diagnosed with AR and had access to ICT and the Internet. Descriptive and binomial logistic regressions were performed. A value of less than 0.05 was considered statistically significant.
Results: 217 patients were included. 47% (n …

An Incidental Finding Of A High-Grade Glioma With Pleomorphic And Pseudopapillary Features (Hpap) With Pbrm1 Mutation, Maria A Gubbiotti, Jeffrey S Weinberg, Shiao-Pei Weathers, Pushan Dasgupta, Martin C Tom, Kenneth Aldape, Martha Quezado, Zied Abdullaev, Jason T Huse, Leomar Y Ballester

Faculty, Staff and Student Publications

No abstract provided.

Designing Clinical Trials For Patients Who Are Not Average, Thomas E Yankeelov, David A Hormuth, Ernesto A B F Lima, Guillermo Lorenzo, Chengyue Wu, Lois C Okereke, Gaiane M Rauch, Aradhana M Venkatesan, Caroline Chung

Faculty, Staff and Student Publications

The heterogeneity inherent in cancer means that even a successful clinical trial merely results in a therapeutic regimen that achieves, on average, a positive result only in a subset of patients. The only way to optimize an intervention for an individual patient is to reframe their treatment as their own, personalized trial. Toward this goal, we formulate a computational framework for performing personalized trials that rely on four mathematical techniques. First, mathematical models that can be calibrated with patient-specific data to make accurate predictions of response. Second, digital twins built on these models capable of simulating the effects of interventions. …

Induced Degradation Of Lineage-Specific Oncoproteins Drives The Therapeutic Vulnerability Of Small Cell Lung Cancer To Parp Inhibitors, Chiho Kim, Xu-Dong Wang, Zhengshuai Liu, Jianwei Hao, Shuai Wang, Peng Li, Zhenzhen Zi, Qing Ding, Seoyeon Jang, Jiwoong Kim, Yikai Luo, Kenneth E Huffman, Shreoshi Pal Choudhuri, Sofia Del Rio, Ling Cai, Han Liang, Benjamin J Drapkin, John D Minna, Yonghao Yu

Faculty, Staff and Student Publications

Although BRCA1/2 mutations are not commonly found in small cell lung cancer (SCLC), a substantial fraction of SCLC shows clinically relevant response to PARP inhibitors (PARPis). However, the underlying mechanism(s) of PARPi sensitivity in SCLC is poorly understood. We performed quantitative proteomic analyses and identified proteomic changes that signify PARPi responses in SCLC cells. We found that the vulnerability of SCLC to PARPi could be explained by the degradation of lineage-specific oncoproteins (e.g., ASCL1). PARPi-induced activation of the E3 ligase HUWE1 mediated the ubiquitin-proteasome system (UPS)-dependent ASCL1 degradation. Although PARPi induced a general DNA damage response in SCLC cells, this …

Deepvelo: Deep Learning Extends Rna Velocity To Multi-Lineage Systems With Cell-Specific Kinetics, Haotian Cui, Hassaan Maan, Maria C Vladoiu, Jiao Zhang, Michael D Taylor, Bo Wang

Faculty, Staff and Students Publications

Existing RNA velocity estimation methods strongly rely on predefined dynamics and cell-agnostic constant transcriptional kinetic rates, assumptions often violated in complex and heterogeneous single-cell RNA sequencing (scRNA-seq) data. Using a graph convolution network, DeepVelo overcomes these limitations by generalizing RNA velocity to cell populations containing time-dependent kinetics and multiple lineages. DeepVelo infers time-varying cellular rates of transcription, splicing, and degradation, recovers each cell's stage in the differentiation process, and detects functionally relevant driver genes regulating these processes. Application to various developmental and pathogenic processes demonstrates DeepVelo's capacity to study complex differentiation and lineage decision events in heterogeneous scRNA-seq data.

Dietary Folate And Cofactors Accelerate Age-Dependent P16 Epimutation To Promote Intestinal Tumorigenesis, Li Yang, Robert C Peery, Leah M Farmer, Xia Gao, Yiqun Zhang, Chad J Creighton, Lanjing Zhang, Lanlan Shen

Faculty, Staff and Students Publications

The extent to which non-genetic environmental factors, such as diet, contribute to carcinogenesis has been long debated. One potential mechanism for the effects of environmental factors is through epigenetic modifications that affect gene expression without changing the underlying DNA sequence. However, the functional cooperation between dietary factors and cancer-causing epigenetic regulation is largely unknown. Here, we use a mouse model of age-dependent p16 epimutation, in which the p16 gene activity is directly controlled by promoter DNA methylation. We show p16 epimutation is modulated by folate and cofactors in dietary supplementation, which leads to increased colon cancer risk. Importantly, our findings …

Live Calcium Imaging Of Virus-Infected Human Intestinal Organoid Monolayers Using Genetically Encoded Calcium Indicators, J Thomas Gebert, Francesca J Scribano, Kristen A Engevik, Joseph M Hyser

Faculty, Staff and Students Publications

Calcium signaling is an integral regulator of nearly every tissue. Within the intestinal epithelium, calcium is involved in the regulation of secretory activity, actin dynamics, inflammatory responses, stem cell proliferation, and many other uncharacterized cellular functions. As such, mapping calcium signaling dynamics within the intestinal epithelium can provide insight into homeostatic cellular processes and unveil unique responses to various stimuli. Human intestinal organoids (HIOs) are a high-throughput, human-derived model to study the intestinal epithelium and thus represent a useful system to investigate calcium dynamics. This paper describes a protocol to stably transduce HIOs with genetically encoded calcium indicators (GECIs), perform …

Editorial: Recommendations On Inclusive Language And Transparent Reporting Relating To Diversity Dimensions For The Journal Of Pediatric Psychology And Clinical Practice In Pediatric Psychology, Avani C Modi, Sarah J Beal, Stephen P Becker, Katelynn E Boerner, E Thomaseo Burton, Diane Chen, Lori E Crosby, Marisa E Hilliard, Anna M Hood, Nicole A Kahhan, Emily Law, Kristin A Long, Meghan E Mcgrady, Rachel E Sweenie, Idia B Thurston, Cecelia Valrie, Yelena P Wu, Christina L Duncan

Faculty, Staff and Students Publications

No abstract provided.

Organelle Proteomic Profiling Reveals Lysosomal Heterogeneity In Association With Longevity, Yong Yu, Shihong M Gao, Youchen Guan, Pei-Wen Hu, Qinghao Zhang, Jiaming Liu, Bentian Jing, Qian Zhao, David M Sabatini, Monther Abu-Remaileh, Sung Yun Jung, Meng C Wang

Faculty, Staff and Students Publications

Lysosomes are active sites to integrate cellular metabolism and signal transduction. A collection of proteins associated with the lysosome mediate these metabolic and signaling functions. Both lysosomal metabolism and lysosomal signaling have been linked to longevity regulation; however, how lysosomes adjust their protein composition to accommodate this regulation remains unclear. Using deep proteomic profiling, we systemically profiled lysosome-associated proteins linked with four different longevity mechanisms. We discovered the lysosomal recruitment of AMP-activated protein kinase and nucleoporin proteins and their requirements for longevity in response to increased lysosomal lipolysis. Through comparative proteomic analyses of lysosomes from different tissues and labeled with …

Advancements In Revascularization Strategies For Acute Mesenteric Ischemia: A Comprehensive Review, Jacob J Gries, Hafeez Ul Hassan Virk, Bing Chen, Takashi Sakamoto, Mahboob Alam, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Even with modern advancements in the management of acute mesenteric ischemia over the past decade, morbidity and mortality remain high, and the best primary treatment modality is still debated amongst interventionalists. Traditionally, interventionalists have favored an open surgical approach but are now trending for endovascular interventions due to apparent reduced mortality and complications. Newer studies suggest hybrid approaches, and intestinal stroke centers may be superior to either strategy alone. This narrative review will explore the natural history of acute mesenteric ischemia with the aim of increasing interventionalist awareness of modern advancements in revascularization strategies for this devastating disease.

Polygenic Scores For Tobacco Use Provide Insights Into Systemic Health Risks In A Diverse Ehr-Linked Biobank In Los Angeles, Vidhya Venkateswaran, Kristin Boulier, Yi Ding, Ruth Johnson, Arjun Bhattacharya, Bogdan Pasaniuc

Faculty, Staff and Student Publications

Tobacco use is a major risk factor for many diseases and is heavily influenced by environmental factors with significant underlying genetic contributions. Here, we evaluated the predictive performance, risk stratification, and potential systemic health effects of tobacco use disorder (TUD) predisposing germline variants using a European- ancestry-derived polygenic score (PGS) in 24,202 participants from the multi-ancestry, hospital-based UCLA ATLAS biobank. Among genetically inferred ancestry groups (GIAs), TUD-PGS was significantly associated with TUD in European American (EA) (OR: 1.20, CI: [1.16, 1.24]), Hispanic/Latin American (HL) (OR:1.19, CI: [1.11, 1.28]), and East Asian American (EAA) (OR: 1.18, CI: [1.06, 1.31]) GIAs but …

Deep Learning-Based Multimodality Classification Of Chronic Mild Traumatic Brain Injury Using Resting-State Functional Mri And Pet Imaging, Faezeh Vedaei, Najmeh Mashhadi, Mahdi Alizadeh, George Zabrecky, Daniel A. Monti, Md, Nancy Wintering, Emily Navarreto, Chloe Hriso, Andrew B. Newberg, Feroze B. Mohamed

Department of Radiology Faculty Papers

Mild traumatic brain injury (mTBI) is a public health concern. The present study aimed to develop an automatic classifier to distinguish between patients with chronic mTBI (n = 83) and healthy controls (HCs) (n = 40). Resting-state functional MRI (rs-fMRI) and positron emission tomography (PET) imaging were acquired from the subjects. We proposed a novel deep-learning-based framework, including an autoencoder (AE), to extract high-level latent and rectified linear unit (ReLU) and sigmoid activation functions. Single and multimodality algorithms integrating multiple rs-fMRI metrics and PET data were developed. We hypothesized that combining different imaging modalities provides complementary information and …

Maestros Of Anesthesia, Romeesa Khan, Rodney M Ritzel

Faculty, Staff and Student Publications

Microglia regulate anesthesia by altering the activity of neurons in specific regions of the brain via a purinergic receptor.