Digital Commons Network^™

Intensity-Modulated Radiation Therapy Reduces Patient-Reported Chronic Toxicity Compared With Conventional Pelvic Radiation Therapy: Updated Results Of A Phase Iii Trial, Anamaria R Yeung, Snehal Deshmukh, Ann H Klopp, Karen M Gil, Lari Wenzel, Shannon N Westin, Andre A Konski, David K Gaffney, William Small, J Spencer Thompson, Desiree E Doncals, Guilherme H C Cantuaria, David P D'Souza, Amy Chang, Vijayananda Kundapur, Dasarahally S Mohan, Michael L Haas, Yong Bae Kim, Catherine L Ferguson, Stephanie L Pugh, Lisa A Kachnic, Deborah W Bruner

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 coprimary 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 purpose of this update was to determine differences in patient-reported chronic toxicity and disease outcomes with intensity-modulated radiation therapy (IMRT) compared with conventional pelvic radiation. Patients with cervical and endometrial cancers who received postoperative pelvic radiation …

Generation And Validation Of An Anti-Human Pank3 Mouse Monoclonal Antibody, Sunada Khadka, Long Vien, Paul Leonard, Laura Bover, Florian Muller

Faculty, Staff and Student Publications

Coenzyme A (CoA) is an essential co-factor at the intersection of diverse metabolic pathways. Cellular CoA biosynthesis is regulated at the first committed step-phosphorylation of pantothenic acid-catalyzed by pantothenate kinases (PANK1,2,3 in humans, PANK3 being the most highly expressed). Despite the critical importance of CoA in metabolism, the differential roles of PANK isoforms remain poorly understood. Our investigations of PANK proteins as potential precision oncology collateral lethality targets (PANK1 is co-deleted as part of the PTEN locus in some highly aggressive cancers) were severely hindered by a dearth of commercial antibodies that can reliably detect endogenous PANK3 protein. While …

Oral Nanomedicines For Sirna Delivery To Treat Inflammatory Bowel Disease, Jongyoon Shinn, Juyeon Lee, Seon Ah Lee, Seon Ju Lee, Ah Hyun Choi, Jung Seo Kim, Su Jin Kim, Hyo Jin Kim, Cherin Lee, Yejin Kim, Joohyeon Kim, Jonghee Choi, Byungchae Jung, Taeho Kim, Hyeontaek Nam, Hyungjun Kim, Yonghyun Lee

Faculty, Staff and Student Publications

RNA interference (RNAi) therapies have significant potential for the treatment of inflammatory bowel diseases (IBD). Although administering small interfering RNA (siRNA) via an oral route is desirable, various hurdles including physicochemical, mucus, and cellular uptake barriers of the gastrointestinal tract (GIT) impede both the delivery of siRNA to the target site and the action of siRNA drugs at the target site. In this review, we first discuss various physicochemical and biological barriers in the GI tract. Furthermore, we present recent strategies and the progress of oral siRNA delivery strategies to treat IBD. Finally, we consider the challenges faced in the …

Mucopolysaccharidoses And The Blood-Brain Barrier, Onur Sahin, Hannah P Thompson, Grant W Goodman, Jun Li, Akihiko Urayama

Faculty, Staff and Student Publications

Mucopolysaccharidoses comprise a set of genetic diseases marked by an enzymatic dysfunction in the degradation of glycosaminoglycans in lysosomes. There are eight clinically distinct types of mucopolysaccharidosis, some with various subtypes, based on which lysosomal enzyme is deficient and symptom severity. Patients with mucopolysaccharidosis can present with a variety of symptoms, including cognitive dysfunction, hepatosplenomegaly, skeletal abnormalities, and cardiopulmonary issues. Additionally, the onset and severity of symptoms can vary depending on the specific disorder, with symptoms typically arising during early childhood. While there is currently no cure for mucopolysaccharidosis, there are clinically approved therapies for the management of clinical symptoms, …

A Small Molecule Antagonist Of Smn Disrupts The Interaction Between Smn And Rnap Ii, Yanli Liu, Aman Iqbal, Weiguo Li, Zuyao Ni, Yalong Wang, Jurupula Ramprasad, Karan Joshua Abraham, Mengmeng Zhang, Dorothy Yanling Zhao, Su Qin, Peter Loppnau, Honglv Jiang, Xinghua Guo, Peter J Brown, Xuechu Zhen, Guoqiang Xu, Karim Mekhail, Xingyue Ji, Mark T Bedford, Jack F Greenblatt, Jinrong Min

Faculty, Staff and Student Publications

Survival of motor neuron (SMN) functions in diverse biological pathways via recognition of symmetric dimethylarginine (Rme2s) on proteins by its Tudor domain, and deficiency of SMN leads to spinal muscular atrophy. Here we report a potent and selective antagonist with a 4-iminopyridine scaffold targeting the Tudor domain of SMN. Our structural and mutagenesis studies indicate that both the aromatic ring and imino groups of compound 1 contribute to its selective binding to SMN. Various on-target engagement assays support that compound 1 specifically recognizes SMN in a cellular context and prevents the interaction of SMN with the R1810me2s of RNA polymerase …

Association Between Abnormal Lipid Profile And Inflammation And Progression Of Myelodysplastic Syndrome To Acute Leukemia, Wei Qiao, Elliana Young, Chun Feng, Suyu Liu, Jeff Jin, Laila Noor, Cristhiam M Rojas Hernandez, Gautam Borthakur, Olga Gorlova, Vahid Afshar-Kharghan

Faculty, Staff and Student Publications

Clonal hematopoiesis of indeterminate potential (CHIP) is associated with a small risk of developing hematologic malignancies and a higher risk of cardiovascular diseases (CVD). We asked whether the reverse correlation exists and cardiometabolic risk factors have an impact on the progression of myelodysplastic syndrome (MDS) to acute myeloid leukemia (AML). We investigated the association between abnormal lipid profiles and inflammation in MDS, which shares many genetic mutations with CHIP, and the risk of developing acute leukemia. We examined the medical records of 11071 MDS patients. Among them, 5422 had at least one lipid profile or C-reactive protein (CRP) measurement. In …

Mri-Based Digital Models Forecast Patient-Specific Treatment Responses To Neoadjuvant Chemotherapy In Triple-Negative Breast Cancer, Chengyue Wu, Angela M Jarrett, Zijian Zhou, Nabil Elshafeey, Beatriz E Adrada, Rosalind P Candelaria, Rania M M Mohamed, Medine Boge, Lei Huo, Jason B White, Debu Tripathy, Vicente Valero, Jennifer K Litton, Clinton Yam, Jong Bum Son, Jingfei Ma, Gaiane M Rauch, Thomas E Yankeelov

Faculty, Staff and Student Publications

Triple-negative breast cancer (TNBC) is persistently refractory to therapy, and methods to improve targeting and evaluation of responses to therapy in this disease are needed. Here, we integrate quantitative MRI data with biologically based mathematical modeling to accurately predict the response of TNBC to neoadjuvant systemic therapy (NAST) on an individual basis. Specifically, 56 patients with TNBC enrolled in the ARTEMIS trial (NCT02276443) underwent standard-of-care doxorubicin/cyclophosphamide (A/C) and then paclitaxel for NAST, where dynamic contrast-enhanced MRI and diffusion-weighted MRI were acquired before treatment and after two and four cycles of A/C. A biologically based model was established to …

Protocol For Establishing A Protein-Protein Interaction Network Using Tandem Affinity Purification Followed By Mass Spectrometry In Mammalian Cells, Weixiang Bian, Hua Jiang, Shan Feng, Junjie Chen, Wenqi Wang, Xu Li

Faculty, Staff and Student Publications

Identification of protein interactors is fundamental to understanding their functions. Here, we describe a modified protocol for tandem affinity purification coupled with mass spectrometry (TAP/MS), which includes two-step purification. We detail the S-, 2×FLAG-, and Streptavidin-Binding Peptide (SBP)- tandem tags (SFB-tag) system for protein purification. This protocol can be used to identify protein interactors and establish a high-confidence protein-protein interaction network based on computational models. This is particularly useful for identifying

Serologic Versus Molecular Testing For Screening For Hepatitis C Virus Infection In Patients With Hematologic Malignancies, Harrys A Torres, Georgios Angelidakis, Ying Jiang, Minas Economides, Khalis Mustafayev, Marcel Yibirin, Robert Orlowski, Richard Champlin, Srdan Verstovsek, Issam Raad

Faculty, Staff and Student Publications

Testing for antibody against hepatitis C virus (anti-HCV) is a low-cost diagnostic method worldwide; however, an optimal screening test for HCV in patients with cancer has not been established. We sought to identify an appropriate screening test for HCV infection in patients with hematologic malignancies and/or hematopoietic cell transplants (HCT). Patients in our center were simultaneously screened using serological (anti-HCV) and molecular (HCV RNA) assays (February 2019-November 2019). In total, 214 patients were enrolled in this study. Three patients (1.4%) were positive for anti-HCV, and 2 (0.9%) were positive for HCV RNA. The overall percentage agreement was 99.5% (95% CI: …

Multicenter Collaborative Study Of The Interaction Of Antifungal Combinations Against Browzine Journal Cover Candida Spp By Loewe Additivity And Bliss Independence-Based Response Surface Analysis, Joseph Meletiadis, David R Andes, Shawn R Lockhart, Mahmoud A Ghannoum, Cindy C Knapp, Luis Ostrosky-Zeichner, Michael A Pfaller, Vishnu Chaturvedi, Thomas J Walsh

Faculty, Staff and Student Publications

Combination antifungal therapy is widely used but not well understood. We analyzed the spectrophotometric readings from a multicenter study conducted by the New York State Department of Health to further characterize the in vitro interactions of the major classes of antifungal agents against Candida spp. Loewe additivity-based fractional inhibitory concentration index (FICi) analysis and Bliss independence-based response surface (BIRS) analysis were used to analyze two-drug inter- and intraclass combinations of triazoles (AZO) (voriconazole, posaconazole), echinocandins (ECH) (caspofungin, micafungin, anidulafungin), and a polyene (amphotericin B) against Candida albicans, C. parapsilosis, and C. glabrata. Although mean FIC indices did not differ statistically …

Association Between Abnormal Lipid Profile And Inflammation And Progression Of Myelodysplastic Syndrome To Acute Leukemia, Wei Qiao, Elliana Young, Chun Feng, Suyu Liu, Jeff Jin, Laila Noor, Cristhiam M Rojas Hernandez, Gautam Borthakur, Olga Gorlova, Vahid Afshar-Kharghan

Faculty, Staff and Student Publications

Clonal hematopoiesis of indeterminate potential (CHIP) is associated with a small risk of developing hematologic malignancies and a higher risk of cardiovascular diseases (CVD). We asked whether the reverse correlation exists and cardiometabolic risk factors have an impact on the progression of myelodysplastic syndrome (MDS) to acute myeloid leukemia (AML). We investigated the association between abnormal lipid profiles and inflammation in MDS, which shares many genetic mutations with CHIP, and the risk of developing acute leukemia. We examined the medical records of 11071 MDS patients. Among them, 5422 had at least one lipid profile or C-reactive protein (CRP) measurement. In …

Targeting Ras Mutant Colorectal Cancer With Dual Inhibition Of Mek And Cdk4/6, Alexey V Sorokin, Preeti Kanikarla Marie, Lea Bitner, Muddassir Syed, Melanie Woods, Ganiraju Manyam, Lawrence N Kwong, Benny Johnson, Van K Morris, Philip Jones, David G Menter, Michael S Lee, Scott Kopetz

Faculty, Staff and Student Publications

UNLABELLED: KRAS and NRAS mutations occur in 45% of colorectal cancers, with combined MAPK pathway and CDK4/6 inhibition identified as a potential therapeutic strategy. In the current study, this combinatorial treatment approach was evaluated in a co-clinical trial in patient-derived xenografts (PDX), and safety was established in a clinical trial of binimetinib and palbociclib in patients with metastatic colorectal cancer with RAS mutations. Across 18 PDX models undergoing dual inhibition of MEK and CDK4/6, 60% of tumors regressed, meeting the co-clinical trial primary endpoint. Prolonged duration of response occurred predominantly in TP53 wild-type models. Clinical evaluation of binimetinib and palbociclib …

“Stripe” Transcription Factors Provide Accessibility To Co-Binding Partners In Mammalian Genomes, Yongbing Zhao, Supriya V Vartak, Andrea Conte, Xiang Wang, David A Garcia, Evan Stevens, Seol Kyoung Jung, Kyong-Rim Kieffer-Kwon, Laura Vian, Timothy Stodola, Francisco Moris, Laura Chopp, Silvia Preite, Pamela L Schwartzberg, Joseph M Kulinski, Ana Olivera, Christelle Harly, Avinash Bhandoola, Elisabeth F Heuston, David M Bodine, Raul Urrutia, Arpita Upadhyaya, Matthew T Weirauch, Gordon Hager, Rafael Casellas

Faculty, Staff and Student Publications

Regulatory elements activate promoters by recruiting transcription factors (TFs) to specific motifs. Notably, TF-DNA interactions often depend on cooperativity with colocalized partners, suggesting an underlying cis-regulatory syntax. To explore TF cooperativity in mammals, we analyze ∼500 mouse and human primary cells by combining an atlas of TF motifs, footprints, ChIP-seq, transcriptomes, and accessibility. We uncover two TF groups that colocalize with most expressed factors, forming stripes in hierarchical clustering maps. The first group includes lineage-determining factors that occupy DNA elements broadly, consistent with their key role in tissue-specific transcription. The second one, dubbed universal stripe factors (USFs), comprises ∼30 SP, …

Remission Of Liquid Tumors And Sars-Cov-2 Infection: A Literature Review, Dong Ho Shin, Andrew Gillard, Arie Van Wieren, Candelaria Gomez-Manzano, Juan Fueyo

Faculty, Staff and Student Publications

The coronavirus disease 2019 (COVID-19) pandemic has produced a new global challenge for patients with cancer. The disease and the immunosuppression induced by cancer therapies have generated a perfect storm of conditions to increase the severity of the symptoms and worsen the prognosis. However, a few clinical reports showcased the power of viruses to induce remission in some patients suffering from liquid tumors. Here, we reviewed six cases of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that resulted in cancer remission, simultaneously highlighting the strengths and the unique challenges of oncolytic virotherapy. Virotherapy has become a special case of cancer …

Lats1/2 Control Tgfb-Directed Epithelial-To-Mesenchymal Transition In The Murine Dorsal Cranial Neuroepithelium Through Yap Regulation, Idaliz M Martínez Traverso, Jeffrey D Steimle, Xiaolei Zhao, Jun Wang, James F Martin

Faculty, Staff and Student Publications

Hippo signaling, an evolutionarily conserved kinase cascade involved in organ size control, plays key roles in various tissue developmental processes, but its role in craniofacial development remains poorly understood. Using the transgenic Wnt1-Cre2 driver, we inactivated the Hippo signaling components Lats1 and Lats2 in the cranial neuroepithelium of mouse embryos and found that the double conditional knockout (DCKO) of Lats1/2 resulted in neural tube and craniofacial defects. Lats1/2 DCKO mutant embryos had microcephaly with delayed and defective neural tube closure. Furthermore, neuroepithelial cell shape and architecture were disrupted within the cranial neural tube in Lats1/2 DCKO mutants. RNA sequencing of …

The Complex Relationship Between Integrins And Oncolytic Herpes Simplex Virus 1 In High-Grade Glioma Therapeutics, Kimberly Ann Rivera-Caraballo, Mitra Nair, Tae Jin Lee, Balveen Kaur, Ji Young Yoo

Faculty, Staff and Student Publications

High-grade gliomas (HGGs) are lethal central nervous system tumors that spread quickly through the brain, making treatment challenging. Integrins are transmembrane receptors that mediate cell-extracellular matrix (ECM) interactions, cellular adhesion, migration, growth, and survival. Their upregulation and inverse correlation in HGG malignancy make targeting integrins a viable therapeutic option. Integrins also play a role in herpes simplex virus 1 (HSV-1) entry. Oncolytic HSV-1 (oHSV) is the most clinically advanced oncolytic virotherapy, showing a superior safety and efficacy profile over standard cancer treatment of solid cancers, including HGG. With the FDA-approval of oHSV for melanoma and the recent conditional approval of …

Transcranial Magnetic Stimulation (Tms) Seeded Tractography Provides Superior Prediction Of Eloquence Compared To Anatomic Seeded Tractography, Matthew Muir, Sarah Prinsloo, Hayley Michener, Arya Shetty, Dhiego Chaves De Almeida Bastos, Jeffrey Traylor, Chibawanye Ene, Sudhakar Tummala, Vinodh A Kumar, Sujit S Prabhu

Faculty, Staff and Student Publications

BACKGROUND: For patients with brain tumors, maximizing the extent of resection while minimizing postoperative neurological morbidity requires accurate preoperative identification of eloquent structures. Recent studies have provided evidence that anatomy may not always predict eloquence. In this study, we directly compare transcranial magnetic stimulation (TMS) data combined with tractography to traditional anatomic grading criteria for predicting permanent deficits in patients with motor eloquent gliomas.

METHODS: We selected a cohort of 42 glioma patients with perirolandic tumors who underwent preoperative TMS mapping with subsequent resection and intraoperative mapping. We collected clinical outcome data from their chart with the primary outcome being …

Inhibition Of Uba6 By Inosine Augments Tumour Immunogenicity And Responses, Lei Zhang, Li Jiang, Liang Yu, Qin Li, Xiangjun Tian, Jingquan He, Ling Zeng, Yuqin Yang, Chaoran Wang, Yuhan Wei, Xiaoyue Jiang, Jing Li, Xiaolu Ge, Qisheng Gu, Jikun Li, Di Wu, Anthony J Sadler, Di Yu, Dakang Xu, Yue Gao, Xiangliang Yuan, Baokun He

Faculty, Staff and Student Publications

Anti-cancer immunity and response to immune therapy is influenced by the metabolic states of the tumours. Immune checkpoint blockade therapy (ICB) is known to involve metabolic adaptation, however, the mechanism is not fully known. Here we show, by metabolic profiling of plasma samples from melanoma-bearing mice undergoing anti-PD1 and anti-CTLA4 combination therapy, that higher levels of purine metabolites, including inosine, mark ICB sensitivity. Metabolic profiles of ICB-treated human cancers confirm the association between inosine levels and ICB sensitivity. In mouse models, inosine supplementation sensitizes tumours to ICB, even if they are intrinsically ICB resistant, by enhancing T cell-mediated cytotoxicity and …

A Review Of The Effectiveness, Feasibility, And Acceptability Of Art Therapy For Children And Adolescents During The Covid-19 Pandemic, Minh Ngoc Le Vu, Anh Linh Do, Laurent Boyer, Quy Chi Tran, Stefan Kohler, Syed Ishtiaque Ahmed, Andreea Molnar, Tung Son Vu, Nhan Trong Huynh Vo, Linh Mai Vu Nguyen, Linh Gia Vu, Vu Anh Trong Dam, Thomy Duong, Dan Linh Nguyen Do, Ngoc Minh Do, Roger S Mclntyre, Carl Latkin, Roger Chun Man Ho, Cyrus Su Hui Ho

Faculty, Staff and Student Publications

Art therapy has been widely offered to reduce symptoms of psychological disturbance. Pooled evidence about its effectiveness in epidemic contexts, particularly during the COVID-19 pandemic, has not been yet established. This study reviewed the effectiveness, feasibility, and acceptability of art therapy on children and adolescents during the COVID-19 pandemic and past epidemics. We searched PubMed/Medline, PsycINFO, CENTRAL (Cochrane Library), and CINAHL for articles on art therapy during COVID-19. Included studies reported improvements in measures of mental health, sleep quality, and psychological well-being in children with or without disabilities in the epidemic context. Results also showed that art therapy was highly …

International Consensus Classification Of Myeloid Neoplasms And Acute Leukemias: Integrating Morphologic, Clinical, And Genomic Data, Daniel A Arber, Attilio Orazi, Robert P Hasserjian, Michael J Borowitz, Katherine R Calvo, Hans-Michael Kvasnicka, Sa A Wang, Adam Bagg, Tiziano Barbui, Susan Branford, Carlos E Bueso-Ramos, Jorge E Cortes, Paola Dal Cin, Courtney D Dinardo, Hervé Dombret, Eric J Duncavage, Benjamin L Ebert, Elihu H Estey, Fabio Facchetti, Kathryn Foucar, Naseema Gangat, Umberto Gianelli, Lucy A Godley, Nicola Gökbuget, Jason Gotlib, Eva Hellström-Lindberg, Gabriela S Hobbs, Ronald Hoffman, Elias J Jabbour, Jean-Jacques Kiladjian, Richard A Larson, Michelle M Le Beau, Mignon L-C Loh, Bob Löwenberg, Elizabeth Macintyre, Luca Malcovati, Charles G Mullighan, Charlotte Niemeyer, Olatoyosi M Odenike, Seishi Ogawa, Alberto Orfao, Elli Papaemmanuil, Francesco Passamonti, Kimmo Porkka, Ching-Hon Pui, Jerald P Radich, Andreas Reiter, Maria Rozman, Martina Rudelius, Michael R Savona, Charles A Schiffer, Annette Schmitt-Graeff, Akiko Shimamura, Jorge Sierra, Wendy A Stock, Richard M Stone, Martin S Tallman, Jürgen Thiele, Hwei-Fang Tien, Alexandar Tzankov, Alessandro M Vannucchi, Paresh Vyas, Andrew H Wei, Olga K Weinberg, Agnieszka Wierzbowska, Mario Cazzola, Hartmut Döhner, Ayalew Tefferi

Faculty, Staff and Student Publications

The classification of myeloid neoplasms and acute leukemias was last updated in 2016 within a collaboration between the World Health Organization (WHO), the Society for Hematopathology, and the European Association for Haematopathology. This collaboration was primarily based on input from a clinical advisory committees (CACs) composed of pathologists, hematologists, oncologists, geneticists, and bioinformaticians from around the world. The recent advances in our understanding of the biology of hematologic malignancies, the experience with the use of the 2016 WHO classification in clinical practice, and the results of clinical trials have indicated the need for further revising and updating the classification. As …

Clinical Activity Of Checkpoint Inhibitors In Angiosarcoma: A Retrospective Cohort Study, Vinod Ravi, Aparna Subramaniam, Jing Zheng, Behrang Amini, Van A Trinh, Jocelyn Joseph, Robert G Mennel, Andrew J Bishop, Erich M Sturgis, Ryan P Goepfert, Sudha Yalamanchili, Gilberto Botello, Bettzy Stephen, Sarina A Piha-Paul, Anisha B Patel, Alexander J Lazar, Anthony P Conley, Robert S Benjamin, Shreyaskumar R Patel, Phillip A Futreal, Neeta Somaiah, Aung Naing

Faculty, Staff and Student Publications

Background: Systemic treatments for angiosarcoma remains an area of unmet clinical need. The authors conducted this retrospective study to assess the clinical activity of checkpoint inhibitors in patients with angiosarcoma. The primary objective was to assess the objective response rate, and the secondary objective was to assess the progression-free and overall survival durations and disease control rate.

Methods: Patient data were obtained using The University of Texas MD Anderson Cancer Center Tumor Registry database. The final study population was refined to only include patients who had undergone pembrolizumab monotherapy. The objective response rate was evaluated using RECIST/irRECIST version 1.1. Progression-free …

Impairment Of Igg Fc Functions Promotes Tumor Progression And Suppresses Nk Cell Antitumor Actions, Xuejun Fan, Zihao Yuan, Yueshui Zhao, Wei Xiong, Hao-Ching Hsiao, Rahmawati Pare, Jianmin Ding, Ahmad Almosa, Kai Sun, Songlin Zhang, Robert E Jordan, Cheok Song Lee, Zhiqiang An, Ningyan Zhang

Faculty, Staff and Student Publications

Natural killer (NK) cells mediate antibody dependent cytotoxic killing of cancer cells via cross-linking FcγR on NK cells with IgG-Fc. Studies have shown that the single-hinge cleaved IgGs (scIgGs) have dysfunctional Fc and failed engagement with FcγRs on immune cells. However, little is known about how scIgGs impact on antitumor immunity in the tumor microenvironment. In this study, we revealed a significant association of tumor scIgGs with tumor progression and poor outcomes of breast cancer patients (n = 547). Using multiple mouse tumor models, we demonstrated that tumor scIgGs reduced NK cell cytotoxic activities and resulted in aggressive tumor progression. …

Delineating Covid-19 Immunological Features Using Single-Cell Rna Sequencing, Wendao Liu, Johnathan Jia, Yulin Dai, Wenhao Chen, Guangsheng Pei, Qiheng Yan, Zhongming Zhao

Faculty, Staff and Student Publications

Understanding the molecular mechanisms of coronavirus disease 2019 (COVID-19) pathogenesis and immune response is vital for developing therapies. Single-cell RNA sequencing has been applied to delineate the cellular heterogeneity of the host response toward COVID-19 in multiple tissues and organs. Here, we review the applications and findings from over 80 original COVID-19 single-cell RNA sequencing studies as well as many secondary analysis studies. We describe that single-cell RNA sequencing reveals multiple features of COVID-19 patients with different severity, including cell populations with proportional alteration, COVID-19-induced genes and pathways, severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection in single cells, and adaptation …

Bet Inhibition Induces Vulnerability To Mcl1 Targeting Through Upregulation Of Fatty Acid Synthesis Pathway In Breast Cancer, Gonghong Yan, Augustin Luna, Heping Wang, Behnaz Bozorgui, Xubin Li, Maga Sanchez, Zeynep Dereli, Nermin Kahraman, Goknur Kara, Xiaohua Chen, Caishang Zheng, Daniel Mcgrail, Nidhi Sahni, Yiling Lu, Ozgun Babur, Murat Cokol, Bora Lim, Bulent Ozpolat, Chris Sander, Gordon B Mills, Anil Korkut

Faculty, Staff and Student Publications

Therapeutic options for treatment of basal-like breast cancers remain limited. Here, we demonstrate that bromodomain and extra-terminal (BET) inhibition induces an adaptive response leading to MCL1 protein-driven evasion of apoptosis in breast cancer cells. Consequently, co-targeting MCL1 and BET is highly synergistic in breast cancer models. The mechanism of adaptive response to BET inhibition involves the upregulation of lipid synthesis enzymes including the rate-limiting stearoyl-coenzyme A (CoA) desaturase. Changes in lipid synthesis pathway are associated with increases in cell motility and membrane fluidity as well as re-localization and activation of HER2/EGFR. In turn, the HER2/EGFR signaling results in the accumulation …

Clonal Hematopoiesis Of Indeterminate Potential, Dna Methylation, And Risk For Coronary Artery Disease, M D Mesbah Uddin, Ngoc Quynh H Nguyen, Bing Yu, Jennifer A Brody, Akhil Pampana, Tetsushi Nakao, Myriam Fornage, Jan Bressler, Nona Sotoodehnia, Joshua S Weinstock, Michael C Honigberg, Daniel Nachun, Romit Bhattacharya, Gabriel K Griffin, Varuna Chander, Richard A Gibbs, Jerome I Rotter, Chunyu Liu, Andrea A Baccarelli, Daniel I Chasman, Eric A Whitsel, Douglas P Kiel, Joanne M Murabito, Eric Boerwinkle, Benjamin L Ebert, Siddhartha Jaiswal, James S Floyd, Alexander G Bick, Christie M Ballantyne, Bruce M Psaty, Pradeep Natarajan, Karen N Conneely

Faculty, Staff and Student Publications

Age-related changes to the genome-wide DNA methylation (DNAm) pattern observed in blood are well-documented. Clonal hematopoiesis of indeterminate potential (CHIP), characterized by the age-related acquisition and expansion of leukemogenic mutations in hematopoietic stem cells (HSCs), is associated with blood cancer and coronary artery disease (CAD). Epigenetic regulators DNMT3A and TET2 are the two most frequently mutated CHIP genes. Here, we present results from an epigenome-wide association study for CHIP in 582 Cardiovascular Health Study (CHS) participants, with replication in 2655 Atherosclerosis Risk in Communities (ARIC) Study participants. We show that DNMT3A and TET2 CHIP have distinct and directionally opposing genome-wide …

Openkbp-Opt: An International And Reproducible Evaluation Of 76 Knowledge-Based Planning Pipelines, Aaron Babier, Rafid Mahmood, Binghao Zhang, Victor G L Alves, Ana Maria Barragán-Montero, Joel Beaudry, Carlos E Cardenas, Yankui Chang, Zijie Chen, Jaehee Chun, Kelly Diaz, Harold David Eraso, Erik Faustmann, Sibaji Gaj, Skylar Gay, Mary Gronberg, Bingqi Guo, Junjun He, Gerd Heilemann, Sanchit Hira, Yuliang Huang, Fuxin Ji, Dashan Jiang, Jean Carlo Jimenez Giraldo, Hoyeon Lee, Jun Lian, Shuolin Liu, Keng-Chi Liu, José Marrugo, Kentaro Miki, Kunio Nakamura, Tucker Netherton, Dan Nguyen, Hamidreza Nourzadeh, Alexander F I Osman, Zhao Peng, José Darío Quinto Muñoz, Christian Ramsl, Dong Joo Rhee, Juan David Rodriguez, Hongming Shan, Jeffrey V Siebers, Mumtaz H Soomro, Kay Sun, Andrés Usuga Hoyos, Carlos Valderrama, Rob Verbeek, Enpei Wang, Siri Willems, Qi Wu, Xuanang Xu, Sen Yang, Lulin Yuan, Simeng Zhu, Lukas Zimmermann, Kevin L Moore, Thomas G Purdie, Andrea L Mcniven, Timothy C Y Chan

Faculty, Staff and Student Publications

Objective.To establish an open framework for developing plan optimization models for knowledge-based planning (KBP).

Approach.Our framework includes radiotherapy treatment data (i.e. reference plans) for 100 patients with head-and-neck cancer who were treated with intensity-modulated radiotherapy. That data also includes high-quality dose predictions from 19 KBP models that were developed by different research groups using out-of-sample data during the OpenKBP Grand Challenge. The dose predictions were input to four fluence-based dose mimicking models to form 76 unique KBP pipelines that generated 7600 plans (76 pipelines × 100 patients). The predictions and KBP-generated plans were compared to the reference …

Computer-Vision-Based Vibration Tracking Using A Digital Camera: A Sparse-Optical-Flow-Based Target Tracking Method, Guang-Yu Nie, Saran Srikanth Bodda, Harleen Kaur Sandhu, Kevin Han, Abhinav Gupta

Faculty, Staff and Student Publications

Computer-vision-based target tracking is a technology applied to a wide range of research areas, including structural vibration monitoring. However, current target tracking methods suffer from noise in digital image processing. In this paper, a new target tracking method based on the sparse optical flow technique is introduced for improving the accuracy in tracking the target, especially when the target has a large displacement. The proposed method utilizes the Oriented FAST and Rotated BRIEF (ORB) technique which is based on FAST (Features from Accelerated Segment Test), a feature detector, and BRIEF (Binary Robust Independent Elementary Features), a binary descriptor. ORB maintains …

Whole-Exome Sequencing Of 14 389 Individuals From The Esp And Charge Consortia Identifies Novel Rare Variation Associated With Hemostatic Factors, Nathan Pankratz, Peng Wei, Jennifer A Brody, Ming-Huei Chen, Paul S De Vries, Jennifer E Huffman, Mary Rachel Stimson, Paul L Auer, Eric Boerwinkle, Mary Cushman, Moniek P M De Maat, Aaron R Folsom, Oscar H Franco, Richard A Gibbs, Kelly K Haagenson, Albert Hofman, Jill M Johnsen, Christie L Kovar, Robert Kraaij, Barbara Mcknight, Ginger A Metcalf, Donna Muzny, Bruce M Psaty, Weihong Tang, André G Uitterlinden, Jeroen G J Van Rooij, Abbas Dehghan, Christopher J O'Donnell, Alex P Reiner, Alanna C Morrison, Nicholas L Smith

Faculty, Staff and Student Publications

Plasma levels of fibrinogen, coagulation factors VII and VIII and von Willebrand factor (vWF) are four intermediate phenotypes that are heritable and have been associated with the risk of clinical thrombotic events. To identify rare and low-frequency variants associated with these hemostatic factors, we conducted whole-exome sequencing in 10 860 individuals of European ancestry (EA) and 3529 African Americans (AAs) from the Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium and the National Heart, Lung and Blood Institute's Exome Sequencing Project. Gene-based tests demonstrated significant associations with rare variation (minor allele frequency < 5%) in fibrinogen gamma chain (FGG) (with fibrinogen, P = 9.1 × 10-13), coagulation factor VII (F7) (with factor VII, P = 1.3 × 10-72; seven novel variants) and VWF (with factor VIII and vWF; P = 3.2 × 10-14; one novel variant). These eight novel rare variant associations were independent of the known common variants at these loci and tended to have much larger effect sizes. In addition, one of the rare novel variants in F7 was significantly associated with an increased risk of venous thromboembolism in AAs (Ile200Ser; rs141219108; P = 4.2 × 10-5). After restricting gene-based analyses to only loss-of-function variants, a novel significant association was detected and replicated between factor VIII levels and a stop-gain mutation exclusive to AAs (rs3211938) in CD36 molecule (CD36). This variant has previously been linked to dyslipidemia but not with the levels of a hemostatic factor. These efforts represent the largest integration of whole-exome sequence data from two national projects to identify genetic variation associated with plasma hemostatic factors.

Designing Optimal Convolutional Neural Network Architecture Using Differential Evolution Algorithm, Arjun Ghosh, Nanda Dulal Jana, Saurav Mallik, Zhongming Zhao

Faculty, Staff and Student Publications

Convolutional neural networks (CNNs) are deep learning models used widely for solving various tasks like computer vision and speech recognition. CNNs are developed manually based on problem-specific domain knowledge and tricky settings, which are laborious, time consuming, and challenging. To solve these, our study develops an improved differential evolution of convolutional neural network (IDECNN) algorithm to design CNN layer architectures for image classification. Variable-length encoding is utilized to represent the flexible layer architecture of a CNN model in IDECNN. An efficient heuristic mechanism is proposed in IDECNN to evolve CNN architecture through mutation and crossover to prevent premature convergence during …

Mutations In Bcor, A Co-Repressor Of Crx/Otx2, Are Associated With Early-Onset Retinal Degeneration, Maéva Langouët, Christine Jolicoeur, Awais Javed, Pierre Mattar, Micah D Gearhart, Stephen P Daiger, Mette Bertelsen, Lisbeth Tranebjærg, Nanna D Rendtorff, Karen Grønskov, Catherine Jespersgaard, Rui Chen, Zixi Sun, Hui Li, Najmeh Alirezaie, Jacek Majewski, Vivian J Bardwell, Ruifang Sui, Robert K Koenekoop, Michel Cayouette

Faculty, Staff and Student Publications

Many transcription factors regulating the production, survival, and function of photoreceptor cells have been identified, but little is known about transcriptional co-regulators in retinal health and disease. Here, we show that BCL6 co-repressor (BCOR), a Polycomb repressive complex 1 factor mutated in various cancers, is involved in photoreceptor degenerative diseases. Using proteomics and transcription assays, we report that BCOR interacts with the transcription factors CRX and OTX2 and reduces their ability to activate the promoters of photoreceptor-specific genes. CUT&RUN sequencing further shows that BCOR shares genome-wide binding profiles with CRX/OTX2, consistent with a general co-repression activity. We also identify missense …