Medical Genetics Commons^™

Cancer-Driving Mutations Are Enriched In Genic Regions Intolerant To Germline Variation, Dimitrios Vitsios, Ryan S Dhindsa, Dorota Matelska, Jonathan Mitchell, Xuequing Zou, Joshua Armenia, Fengyuan Hu, Quanli Wang, Ben Sidders, Andrew R Harper, Slavé Petrovski

Duncan NRI Faculty and Staff Publications

Large reference datasets of protein-coding variation in human populations have allowed us to determine which genes and genic subregions are intolerant to germline genetic variation. There is also a growing number of genes implicated in severe Mendelian diseases that overlap with genes implicated in cancer. We hypothesized that cancer-driving mutations might be enriched in genic subregions that are depleted of germline variation relative to somatic variation. We introduce a new metric, OncMTR (oncology missense tolerance ratio), which uses 125,748 exomes in the Genome Aggregation Database (gnomAD) to identify these genic subregions. We demonstrate that OncMTR can significantly predict driver mutations …

Terrestrial Health Applications Of Visual Assessment Technology And Machine Learning In Spaceflight Associated Neuro-Ocular Syndrome, Joshua Ong, Alireza Tavakkoli, Nasif Zaman, Sharif Amit Kamran, Ethan Waisberg, Andrew G Lee

Faculty, Staff and Student Publications

The neuro-ocular effects of long-duration spaceflight have been termed Spaceflight Associated Neuro-Ocular Syndrome (SANS) and are a potential challenge for future, human space exploration. The underlying pathogenesis of SANS remains ill-defined, but several emerging translational applications of terrestrial head-mounted, visual assessment technology and machine learning frameworks are being studied for potential use in SANS. To develop such technology requires close consideration of the spaceflight environment which is limited in medical resources and imaging modalities. This austere environment necessitates the utilization of low mass, low footprint technology to build a visual assessment system that is comprehensive, accessible, and efficient. In this …

Klf5 Governs Sphingolipid Metabolism And Barrier Function Of The Skin, Ying Lyu, Yinglu Guan, Lisa Deliu, Ericka Humphrey, Joanna K Frontera, Daniel Zamler, Vakul Mohanty, Kevin Jin, Vakul Mohanty, Virginia Liu, Jinzhuang Dou, Lucas J Veillon, Shwetha V Kumar, Philip L Lorenzi, Yang Chen, Kathleen M Mcandrews, Sergei Grivennikov, Xingzhi Song, Jianhua Zhang, Yuanxin Xi, Jing Wang, Ken Chen, Priyadharsini Nagarajan, Yejing Ge

Faculty, Staff and Student Publications

Stem cells are fundamental units of tissue remodeling whose functions are dictated by lineage-specific transcription factors. Home to epidermal stem cells and their upward-stratifying progenies, skin relies on its secretory functions to form the outermost protective barrier, of which a transcriptional orchestrator has been elusive. KLF5 is a Krüppel-like transcription factor broadly involved in development and regeneration whose lineage specificity, if any, remains unclear. Here we report KLF5 specifically marks the epidermis, and its deletion leads to skin barrier dysfunction in vivo. Lipid envelopes and secretory lamellar bodies are defective in KLF5-deficient skin, accompanied by preferential loss of complex sphingolipids. …

Novel Dominant And Recessive Variants In Human Robo1 Cause Distinct Neurodevelopmental Defects Through Different Mechanisms, Yan Huang, Mengqi Ma, Xiao Mao, Davut Pehlivan, Oguz Kanca, Feride Un-Candan, Li Shu, Gulsen Akay, Tadahiro Mitani, Shenzhao Lu, Sukru Candan, Hua Wang, Bo Xiao, James R Lupski, Hugo J Bellen

Duncan NRI Faculty and Staff Publications

The Roundabout (Robo) receptors, located on growth cones of neurons, induce axon repulsion in response to the extracellular ligand Slit. The Robo family of proteins controls midline crossing of commissural neurons during development in flies. Mono- and bi-allelic variants in human ROBO1 (HGNC: 10249) have been associated with incomplete penetrance and variable expressivity for a breath of phenotypes, including neurodevelopmental defects such as strabismus, pituitary defects, intellectual impairment, as well as defects in heart and kidney. Here, we report two novel ROBO1 variants associated with very distinct phenotypes. A homozygous missense p.S1522L variant in three affected siblings with nystagmus; and …

Grk3 Is A Poor Prognosticator And Serves As A Therapeutic Target In Advanced Gastric Adenocarcinoma, Yuan Li, Yibo Fan, Jinbang Xu, Longfei Huo, Ailing W Scott, Boxuan Yang, Lang Ma, Ying Wang, Xiaodan Yao, Melissa Pool Pizzi, Matheus Sewastjanow Da Silva, Guoliang Zhang, Lijuan Zhuo, Eun Jeong Cho, Kevin N Dalby, Namita D Shanbhag, Zhenning Wang, Wenliang Li, Shumei Song, Jaffer A Ajani

Faculty, Staff and Student Publications

Background: G protein-coupled receptor (GPCR) is the most targeted protein family by the FDA-approved drugs. GPCR-kinase 3 (GRK3) is critical for GPCR signaling. Our genomic analysis showed that GRK3 expression correlated with poor prognosis of gastric adenocarcinoma (GAC) patients. However, GRK3's functions and clinical utility in GAC progression and metastases are unknown.

Methods: We studied GRK3 expression in normal, primary, and metastatic GAC tissues. We identified a novel GRK3 inhibitor, LD2, through a chemical-library screen. Through genetic and pharmacologic modulations of GRK3, a series of functional and molecular studies were performed in vitro and in vivo. Impact of GRK3 on …

Two Interaction Surfaces Between Xpa And Rpa Organize The Preincision Complex In Nucleotide Excision Repair, Mihyun Kim, Hyun-Suk Kim, Areetha D'Souza, Kaitlyn Gallagher, Eunwoo Jeong, Kateryna Ogorodnik Le Meur, Miaw-Sheue Tsai, Minyong Kee, John A Tainer, Jung-Eun Yeo, Walter J Chazin, Orlando D Schärer

Faculty, Staff and Student Publications

The xeroderma pigmentosum protein A (XPA) and replication protein A (RPA) proteins fulfill essential roles in the assembly of the preincision complex in the nucleotide excision repair (NER) pathway. We have previously characterized the two interaction sites, one between the XPA N-terminal (XPA-N) disordered domain and the RPA32 C-terminal domain (RPA32C), and the other with the XPA DNA binding domain (DBD) and the RPA70AB DBDs. Here, we show that XPA mutations that inhibit the physical interaction in either site reduce NER activity in biochemical and cellular systems. Combining mutations in the two sites leads to an additive inhibition of NER, …

Lysyl Hydroxylase 2 Mediated Collagen Post-Translational Modifications And Functional Outcomes, Masahiko Terajima, Yuki Taga, Tomoyuki Nakamura, Hou-Fu Guo, Yukako Kayashima, Kshitij Parag-Sharma, Antonio L Amelio, Kazunori Mizuno, Jonathan M Kurie, Mitsuo Yamauchi

Faculty, Staff and Student Publications

Lysyl hydroxylase 2 (LH2) is a member of LH family that catalyzes the hydroxylation of lysine (Lys) residues on collagen, and this particular isozyme has been implicated in various diseases. While its function as a telopeptidyl LH is generally accepted, several fundamental questions remain unanswered: 1. Does LH2 catalyze the hydroxylation of all telopeptidyl Lys residues of collagen? 2. Is LH2 involved in the helical Lys hydroxylation? 3. What are the functional consequences when LH2 is completely absent? To answer these questions, we generated LH2-null MC3T3 cells (LH2KO), and extensively characterized the type I collagen phenotypes in comparison with controls. …

Regulation Of Drosophila Oviduct Muscle Contractility By Octopamine, Sonali A Deshpande, Ethan W Rohrbach, James D Asuncion, Jenna Harrigan, Aditya Eamani, Ellery H Schlingmann, Daniel J Suto, Pei-Tseng Lee, Felix E Schweizer, Hugo J Bellen, David E Krantz

Duncan NRI Faculty and Staff Publications

Octopamine is essential for egg-laying in

Phase 2 Of Extracellular Rna Communication Consortium Charts Next-Generation Approaches For Extracellular Rna Research, Bogdan Mateescu, Jennifer C Jones, Roger P Alexander, Eric Alsop, Ji Yeong An, Alex Boomgarden, Alfonso Cayota, Hsueh-Chia Chang, Al Charest, Daniel T Chiu, Robert J Coffey, Saumya Das, Peter De Hoff, Andrew Demello, Crislyn D'Souza-Schorey, David Elashoff, Kiarash R Eliato, Jeffrey L Franklin, David J Galas, Mark B Gerstein, Ionita H Ghiran, David B Go, Stephen Gould, Tristan R Grogan, James N Higginbotham, Florian Hladik, Tony Jun Huang, Xiaoye Huo, Elizabeth Hutchins, Dennis K Jeppesen, Tijana Jovanovic-Talisman, Betty Y S Kim, Sung Kim, Kyoung-Mee Kim, Yong Kim, Robert R Kitchen, Vaughan Knouse, Emily L Laplante, Carlito B Lebrilla, L James Lee, Kathleen M Lennon, Guoping Li, Feng Li, Tieyi Li, Tao Liu, Zirui Liu, Adam L Maddox, Kyle Mccarthy, Bessie Meechoovet, Nalin Maniya, Yingchao Meng, Aleksandar Milosavljevic, Byoung-Hoon Min, Amber Morey, Martin Ng, John Nolan, Getulio P De Oliveira Junior, Michael E Paulaitis, Tuan Anh Phu, Robert L Raffai, Eduardo Reátegui, Matthew E Roth, David A Routenberg, Joel Rozowsky, Joseph Rufo, Satyajyoti Senapati, Sigal Shachar, Himani Sharma, Anil K Sood, Stavros Stavrakis, Alessandra Stürchler, Muneesh Tewari, Juan P Tosar, Alexander K Tucker-Schwartz, Andrey Turchinovich, Nedyalka Valkov, Kendall Van Keuren-Jensen, Kasey C Vickers, Lucia Vojtech, Wyatt N Vreeland, Ceming Wang, Kai Wang, Zeyu Wang, Joshua A Welsh, Kenneth W Witwer, David T W Wong, Jianping Xia, Ya-Hong Xie, Kaichun Yang, Mikołaj P Zaborowski, Chenguang Zhang, Qin Zhang, Angela M Zivkovic, Louise C Laurent

Faculty, Staff and Student Publications

The extracellular RNA communication consortium (ERCC) is an NIH-funded program aiming to promote the development of new technologies, resources, and knowledge about exRNAs and their carriers. After Phase 1 (2013-2018), Phase 2 of the program (ERCC2, 2019-2023) aims to fill critical gaps in knowledge and technology to enable rigorous and reproducible methods for separation and characterization of both bulk populations of exRNA carriers and single EVs. ERCC2 investigators are also developing new bioinformatic pipelines to promote data integration through the exRNA atlas database. ERCC2 has established several Working Groups (Resource Sharing, Reagent Development, Data Analysis and Coordination, Technology Development, nomenclature, …

A Multi-Institutional Prediction Model To Estimate The Risk Of Recurrence And Mortality After Mastectomy For T1-2n1 Breast Cancer, Sarah M C Sittenfeld, Emily C Zabor, Sarah N Hamilton, Henry M Kuerer, Mahmoud El-Tamer, Pauline T Truong, Benjamin D Smith, Wendy A Woodward, Tracy-Ann Moo, Simon N Powell, Chirag S Shah, Alphonse G Taghian, Ibrahim Abu-Gheida, Rahul D Tendulkar

Faculty, Staff and Student Publications

Background: Post-mastectomy radiation therapy (PMRT) in women with pathologic stage T1-2N1M0 breast cancer is controversial.

Methods: Data from five North American institutions including women undergoing mastectomy without neoadjuvant therapy with pT1-2N1M0 breast cancer treated from 2006 to 2015 were pooled for analysis. Competing-risks regression was performed to identify factors associated with locoregional recurrence (LRR), distant metastasis (DM), overall recurrence (OR), and breast cancer mortality (BCM).

Results: A total of 3532 patients were included for analysis with a median follow-up time among survivors of 6.8 years (interquartile range [IQR], 4.5-9.5 years). The 2154 (61%) patients who received PMRT had significantly more …

Improved Sars-Cov-2 Sequencing Surveillance Allows The Identification Of New Variants And Signatures In Infected Patients, Antonio Grimaldi, Francesco Panariello, Patrizia Annunziata, Teresa Giuliano, Michela Daniele, Biancamaria Pierri, Chiara Colantuono, Marcello Salvi, Valentina Bouché, Anna Manfredi, Maria Concetta Cuomo, Denise Di Concilio, Claudia Tiberio, Mariano Fiorenza, Giuseppe Portella, Ilaria Cimmino, Antonio Sorrentino, Giovanna Fusco, Maria Rosaria Granata, Pellegrino Cerino, Antonio Limone, Luigi Atripaldi, Andrea Ballabio, Davide Cacchiarelli

Duncan NRI Faculty and Staff Publications

Background: Genomic surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the only approach to rapidly monitor and tackle emerging variants of concern (VOC) of the COVID-19 pandemic. Such scrutiny is crucial to limit the spread of VOC that might escape the immune protection conferred by vaccination strategies or previous virus exposure. It is also becoming clear now that efficient genomic surveillance would require monitoring of the host gene expression to identify prognostic biomarkers of treatment efficacy and disease progression. Here we propose an integrative workflow to both generate thousands of SARS-CoV-2 genome sequences per week and analyze host …

Current Challenges In Image-Guided Magnetic Hyperthermia Therapy For Liver Cancer, Anirudh Sharma, Erik Cressman, Anilchandra Attaluri, Dara L Kraitchman, Robert Ivkov

Faculty, Staff and Student Publications

For patients diagnosed with advanced and unresectable hepatocellular carcinoma (HCC), liver transplantation remains the best option to extend life. Challenges with organ supply often preclude liver transplantation, making palliative non-surgical options the default front-line treatments for many patients. Even with imaging guidance, success following treatment remains inconsistent and below expectations, so new approaches are needed. Imaging-guided thermal therapy interventions have emerged as attractive procedures that offer individualized tumor targeting with the potential for the selective targeting of tumor nodules without impairing liver function. Furthermore, imaging-guided thermal therapy with added standard-of-care chemotherapies targeted to the liver tumor can directly reduce the …

A Comprehensive Search Of Non-Canonical Proteins In Non-Small Cell Lung Cancer And Their Impact On The Immune Response, Ehsan Irajizad, Johannes F Fahrmann, James P Long, Jody Vykoukal, Makoto Kobayashi, Chuan-Yih Yu, Fu Chung Hsiao, Nikul Patel, Soyoung Park, Qian Peng, Jennifer B Dennison, Taketo Kato, Mei Chee Tai, Ayumu Taguchi, Humam Kadara, Ignacio I Wistuba, Hiroyuki Katayama, Kim-Anh Do, Samir M Hanash, Edwin J Ostrin

Faculty, Staff and Student Publications

There is substantial interest in mining neoantigens for cancer applications. Non-canonical proteins resulting from frameshift mutations have been identified as neoantigens in cancer. We investigated the landscape of non-canonical proteins in non-small cell lung cancer (NSCLC) and their induced immune response in the form of autoantibodies. A database of cryptoproteins was computationally constructed and comprised all alternate open reading frames (altORFs) and ORFs identified in pseudogenes, noncoding RNAs, and untranslated regions of mRNAs that did not align with known canonical proteins. Proteomic profiles of seventeen lung adenocarcinoma (LUAD) cell lines were searched to evaluate the occurrence of cryptoproteins. To assess …

A Genome-Wide Screen Identifies Pdpk1 As A Target To Enhance The Efficacy Of Mek1/2 Inhibitors, Weijia Cai, Nicole A. Wilski, Timothy J. Purwin, Megane Vernon, Manoela Tiago, Andrew E. Aplin

Department of Cancer Biology Faculty Papers

Melanomas frequently harbor activating NRAS mutations. However, limited advance has been made in developing targeted therapy options for NRAS mutant melanoma patients. MEK inhibitors (MEKi) show modest efficacy in the clinic and their actions need to be optimized. In this study, we performed a genome-wide CRISPR-Cas9-based screen and demonstrated that loss of Phosphoinositide-dependent kinase-1 (PDPK1) enhances the efficacy of MEKi. The synergistic effects of PDPK1 loss and MEKi was validated in NRAS mutant melanoma cell lines using pharmacological and molecular approaches. Combined PDPK1 inhibitors (PDPK1i) with MEKi suppressed NRAS mutant xenograft growth and induced gasdermin E-associated pyroptosis. In an immune-competent …

Oncogenic Collagen I Homotrimers From Cancer Cells Bind To Α3Β1 Integrin And Impact Tumor Microbiome And Immunity To Promote Pancreatic Cancer, Yang Chen, Sujuan Yang, Jena Tavormina, Desiree Tampe, Michael Zeisberg, Krishnan K Mahadevan, Hikaru Sugimoto, Chia-Chi Chang, Robert R Jenq, Kathleen M Mcandrews, Raghu Kalluri

Faculty, Staff and Student Publications

In contrast to normal type I collagen (Col1) heterotrimer (α1/α2/α1) produced by fibroblasts, pancreatic cancer cells specifically produce unique Col1 homotrimer (α1/α1/α1). Col1 homotrimer results from epigenetic suppression of the Col1a2 gene and promotes oncogenic signaling, cancer cell proliferation, tumor organoid formation, and growth via α3β1 integrin on cancer cells, associated with tumor microbiome enriched in anaerobic Bacteroidales in hypoxic and immunosuppressive tumors. Deletion of Col1 homotrimers increases overall survival of mice with pancreatic ductal adenocarcinoma (PDAC), associated with reprograming of the tumor microbiome with increased microaerophilic Campylobacterales, which can be reversed with broad-spectrum antibiotics. Deletion of Col1 homotrimers enhances …

Miracle Of Microrna-Driven Cancer Nanotherapeutics, Goknur Kara, Banu Arun, George A Calin, Bulent Ozpolat

Faculty, Staff and Student Publications

MicroRNAs (miRNAs) are non-protein-coding RNA molecules 20-25 nucleotides in length that can suppress the expression of genes involved in numerous physiological processes in cells. Accumulating evidence has shown that dysregulation of miRNA expression is related to the pathogenesis of various human diseases and cancers. Thus, stragegies involving either restoring the expression of tumor suppressor miRNAs or inhibiting overexpressed oncogenic miRNAs hold potential for targeted cancer therapies. However, delivery of miRNAs to tumor tissues is a challenging task. Recent advances in nanotechnology have enabled successful tumor-targeted delivery of miRNA therapeutics through newly designed nanoparticle-based carrier systems. As a result, miRNA therapeutics …

Identification Of The Nrf2 Transcriptional Network As A Therapeutic Target For Trigeminal Neuropathic Pain, Chirag Vasavda, Risheng Xu, Jason Liew, Ruchita Kothari, Ryan S Dhindsa, Evan R Semenza, Bindu D Paul, Dustin P Green, Mark F Sabbagh, Joseph Y Shin, Wuyang Yang, Adele M Snowman, Lauren K Albacarys, Abhay Moghekar, Carlos A Pardo-Villamizar, Mark Luciano, Judy Huang, Chetan Bettegowda, Shawn G Kwatra, Xinzhong Dong, Michael Lim, Solomon H Snyder

Duncan NRI Faculty and Staff Publications

Trigeminal neuralgia, historically dubbed the "suicide disease," is an exceedingly painful neurologic condition characterized by sudden episodes of intense facial pain. Unfortunately, the only U.S. Food and Drug Administration (FDA)-approved medication for trigeminal neuralgia carries substantial side effects, with many patients requiring surgery. Here, we identify the NRF2 transcriptional network as a potential therapeutic target. We report that cerebrospinal fluid from patients with trigeminal neuralgia accumulates reactive oxygen species, several of which directly activate the pain-transducing channel TRPA1. Similar to our patient cohort, a mouse model of trigeminal neuropathic pain also exhibits notable oxidative stress. We discover that stimulating the …

Adaptation And Dosimetric Commissioning Of A Synchrotron-Based Proton Beamline For Flash Experiments, Ming Yang, Xiaochun Wang, Fada Guan, Uwe Titt, Kiminori Iga, Takeshi Takaoka, Tadashi Katayose, Masumi Umezawa, Emil Schüler, Steven Frank, Steven H Lin, Narayan Sahoo, Albert C Koong, Radhe Mohan, X Ronald Zhu

Faculty, Staff and Student Publications

Objective. Irradiation with ultra-high dose rates (>40 Gy s^-1), also known as FLASH irradiation, has the potential to shift the paradigm of radiation therapy because of its reduced toxicity to normal tissues compared to that of conventional irradiations. The goal of this study was to (1) achieve FLASH irradiation conditions suitable for pre-clinicalin vitroandin vivobiology experiments using our synchrotron-based proton beamline and (2) commission the FLASH irradiation conditions achieved.

Approach. To achieve these suitable FLASH conditions, we made a series of adaptations to our proton beamline, including modifying the spill length …

The Value Of In Vivo Reflectance Confocal Microscopy As An Assessment Tool In Chemotherapy-Induced Peripheral Neuropathy: A Pilot Study, Sabrina R Ramnarine, Patrick M Dougherty, Roman Rolke, Linda J Williams, Christi Alessi-Fox, Caterina Longo, Marie T Fallon

Faculty, Staff and Student Publications

Background: There is a lack of standardized objective and reliable assessment tools for chemotherapy-induced peripheral neuropathy (CIPN). In vivo reflectance confocal microscopy (RCM) imaging offers a non-invasive method to identify peripheral neuropathy markers, namely Meissner's corpuscles (MC). This study investigated the feasibility and value of RCM in CIPN.

Patients and methods: Reflectance confocal microscopy was performed on the fingertip to evaluate MC density in 45 healthy controls and 9 patients with cancer (prior, during, and post-chemotherapy). Quantification was completed by 2 reviewers (one blinded), with maximum MC count/3 × 3 mm image reported. Quantitative Sensory Testing (QST; thermal and mechanical …

Primary Cutaneous Lymphoma: Recommendations For Clinical Trial Design And Staging Update From The Iscl, Usclc, And Eortc, Elise A Olsen, Sean Whittaker, Rein Willemze, Lauren Pinter-Brown, Francine Foss, Lawrence Schwartz, Joan Guitart, John Zic, Youn H Kim, Gary S Wood, Madeleine Duvic, Wei Ai, Michael Girardi, Alejandro Gru, Emmanuella Guenova, Emmilia Hodak, Richard Hoppe, Werner Kempf, Ellen Kim, Mary Jo Lechowicz, Pablo Ortiz-Romero, Evangelia Papadavid, Pietro Quaglino, Mark Pittelkow, H Miles Prince, Jose Antonio Sanches, Makoto Sugaya, Maarten Vermeer, Jasmine Zain, Robert Knobler, Rudolf Stadler, Martine Bagot, Julia Scarisbrick

Faculty, Staff and Student Publications

The number of patients with primary cutaneous lymphoma (PCL) relative to other non-Hodgkin lymphomas (NHLs) is small and the number of subtypes large. Although clinical trial guidelines have been published for mycosis fungoides/Sézary syndrome, the most common type of PCL, none exist for the other PCLs. In addition, staging of the PCLs has been evolving based on new data on potential prognostic factors, diagnosis, and assessment methods of both skin and extracutaneous disease and a desire to align the latter with the Lugano guidelines for all NHLs. The International Society for Cutaneous Lymphomas (ISCL), the United States Cutaneous LymphomaConsortium (USCLC), …

Risk Assessment With Low-Pass Whole-Genome Sequencing Of Cell-Free Dna Before Cd19 Car T-Cell Therapy For Large B-Cell Lymphoma, Hua-Jay J Cherng, Ryan Sun, Bryant Sugg, Russell Irwin, Haopeng Yang, Qing Deng, Nathan H Fowler, Simrit Parmar, Raphael Steiner, Fredrick Hagemeister, Ranjit Nair, Hun Ju Lee, Maria Rodriguez, Felipe Samaniego, Swaminathan P Iyer, Christopher R Flowers, Linghua Wang, Loretta J Nastoupil, Sattva S Neelapu, Sairah Ahmed, Paolo Strati, Michael R Green, Jason Westin

Faculty, Staff and Student Publications

Patients with relapsed or refractory large B-cell lymphomas (rrLBCL) can achieve long-term remission after CD19 chimeric antigen receptor T-cell therapy (CART19). However, more than half of recipients will experience treatment failure. Thus, approaches are needed to identify high-risk patients who may benefit from alternative or consolidative therapy. We evaluated low-pass whole-genome sequencing (lpWGS) of cell-free DNA (cfDNA) before CART19 as a new approach for risk stratification. We performed lpWGS on pretreatment plasma samples from 122 patients at time of leukapheresis who received standard-of-care CART19 for rrLBCL to define DNA copy number alterations (CNAs). In multivariable selection, high focal CNA score …

Robust And Efficient Assessment Of Potency (Reap) As A Quantitative Tool For Dose-Response Curve Estimation, Shouhao Zhou, Xinyi Liu, Xinying Fang, Vernon M Chinchilli, Michael Wang, Nikolay V Dokholyan, J Jack Lee

Faculty, Staff and Student Publications

The median-effect equation has been widely used to describe the dose-response relationship and identify compounds that activate or inhibit specific disease targets in contemporary drug discovery. However, the experimental data often contain extreme responses, which may significantly impair the estimation accuracy and impede valid quantitative assessment in the standard estimation procedure. To improve the quantitative estimation of the dose-response relationship, we introduce a novel approach based on robust beta regression. Substantive simulation studies under various scenarios demonstrate solid evidence that the proposed approach consistently provides robust estimation for the median-effect equation, particularly when there are extreme outcome observations. Moreover, simulation …

Muscle And Adipose Tissue Segmentations At The Third Cervical Vertebral Level In Patients With Head And Neck Cancer, Kareem A Wahid, Brennan Olson, Rishab Jain, Aaron J Grossberg, Dina El-Habashy, Vivian Salama, Abdallah S R Mohamed, Renjie He, Joel Jaskari, Jaakko Sahlsten, Kimmo Kaski, Clifton D Fuller, Mohamed A Naser

Faculty, Staff and Student Publications

The accurate determination of sarcopenia is critical for disease management in patients with head and neck cancer (HNC). Quantitative determination of sarcopenia is currently dependent on manually-generated segmentations of skeletal muscle derived from computed tomography (CT) cross-sectional imaging. This has prompted the increasing utilization of machine learning models for automated sarcopenia determination. However, extant datasets currently do not provide the necessary manually-generated skeletal muscle segmentations at the C3 vertebral level needed for building these models. In this data descriptor, a set of 394 HNC patients were selected from The Cancer Imaging Archive, and their skeletal muscle and adipose tissue was …

Ankle2-Related Microcephaly: A Variable Microcephaly Syndrome Resembling Zika Infection, Ajay X Thomas, Nichole Link, Laurie A Robak, Gail Demmler-Harrison, Emily C Pao, Audrey E Squire, Savannah Michels, Julie S Cohen, Anne Comi, Paolo Prontera, Alberto Verrotti Di Pianella, Giuseppe Di Cara, Livia Garavelli, Stefano Giuseppe Caraffi, Carlo Fusco, Roberta Zuntini, Kendall C Parks, Elliott H Sherr, Mais O Hashem, Sateesh Maddirevula, Fowzan S Alkuraya, Isphana A F Contractar, Jennifer E Neil, Christopher A Walsh, Hugo J Bellen, Hsiao-Tuan Chao, Robin D Clark, Ghayda M Mirzaa

Duncan NRI Faculty and Staff Publications

Objective: This study delineates the clinical and molecular spectrum of ANKLE2-related microcephaly (MIC), as well as highlights shared pathological mechanisms between ANKLE2 and the Zika virus.

Methods: We identified 12 individuals with MIC and variants in ANKLE2 with a broad range of features. Probands underwent thorough phenotypic evaluations, developmental assessments, and anthropometric measurements. Brain imaging studies were systematically reviewed for developmental abnormalities. We functionally interrogated a subset of identified ANKLE2 variants in Drosophila melanogaster.

Results: All individuals had MIC (z-score ≤ -3), including nine with congenital MIC. We identified a broad range of brain abnormalities including simplified cortical gyral pattern, …

Genome Sequencing In The Parkinson Disease Clinic, Emily J Hill, Laurie A Robak, Rami Al-Ouran, Jennifer Deger, Jamie C Fong, Paul Jerrod Vandeventer, Emily Schulman, Sindhu Rao, Hiba Saade, Joseph M Savitt, Rainer Von Coelln, Neeja Desai, Harshavardhan Doddapaneni, Sejal Salvi, Shannon Dugan-Perez, Donna M Muzny, Amy L Mcguire, Zhandong Liu, Richard A Gibbs, Chad Shaw, Joseph Jankovic, Lisa M Shulman, Joshua M Shulman

Duncan NRI Faculty and Staff Publications

Background and objectives: Genetic variants affect both Parkinson disease (PD) risk and manifestations. Although genetic information is of potential interest to patients and clinicians, genetic testing is rarely performed during routine PD clinical care. The goal of this study was to examine interest in comprehensive genetic testing among patients with PD and document reactions to possible findings from genome sequencing in 2 academic movement disorder clinics.

Methods: In 203 subjects with PD (age = 63 years, 67% male), genome sequencing was performed and filtered using a custom panel, including 49 genes associated with PD, parkinsonism, or related disorders, as well …

Ablation Of Long Noncoding Rna Malat1 Activates Antioxidant Pathway And Alleviates Sepsis In Mice, Jingshu Chen, Shu Tang, Sui Ke, James J Cai, Daniel Osorio, Benjamin Morpurgo, Yuxiang Sun, Melanie Winkle, George A Calin, Yanan Tian

Faculty, Staff and Student Publications

The metastasis-associated lung adenocarcinoma transcript1 (MALAT1) is a long noncoding RNA (lncRNA) and is known for its role in cancer development and prognosis. In this study, we report that MALAT1 plays an important role in regulating acute inflammatory responses in sepsis. In patient samples, MALAT1 expression was positively correlated with severity of sepsis. In cultured macrophages, LPS treatment significantly induced MALAT1 expression, while genetic ablation of MALAT1 greatly reduced proinflammatory cytokine levels. Furthermore, MALAT1-ablated mice had significantly increased survival rates in cecal ligation and puncture (CLP)-induced sepsis and LPS-induced endotoxemia. One novel and salient feature of MALAT1-ablated mice is greatly …

Advances In Head And Neck Cancer Pain, Y Ye, D D Jensen, C T Viet, H L Pan, W M Campana, M D Boada

Faculty, Staff and Student Publications

Head and neck cancer (HNC) affects over 890,000 people annually worldwide and has a mortality rate of 50%. Aside from poor survival, HNC pain impairs eating, drinking, and talking in patients, severely reducing quality of life. Different pain phenotype in patients (allodynia, hyperalgesia, and spontaneous pain) results from a combination of anatomical, histopathological, and molecular differences between cancers. Poor pathologic features (e.g., perineural invasion, lymph node metastasis) are associated with increased pain. The use of syngeneic/immunocompetent animal models, as well as a new mouse model of perineural invasion, provides novel insights into the pathobiology of HNC pain. Glial and immune …

Sexual Orientation And Gender Identity Data Collection In Oncology Practice: Findings Of An Asco Survey, Charles S Kamen, Mandi L Pratt-Chapman, Stephen C Meersman, Gwendolyn P Quinn, Matthew B Schabath, Janette K Merrill, Melinda Kaltenbaugh, Caroline Schenkel, Shine Chang

Faculty, Staff and Student Publications

Purpose: Lack of collection of sexual orientation and gender identity (SOGI) data in oncology practices limits assessment of sexual and gender minority (SGM) cancer patients' experiences and restricts opportunities to improve health outcomes of SGM patients. Despite national calls for routine SOGI data collection, individual-level and institutional barriers hinder progress. This study aimed to identify these barriers in oncology.

Methods: An online survey of ASCO members and others assessed SOGI data collection in oncology practices, institutional characteristics related to SOGI data collection, respondents' attitudes about SOGI data and SGM patients, and respondent demographics. Logistic regression calculated adjusted odds ratios (ORs) …

Spatial Charting Of Single-Cell Transcriptomes In Tissues, Runmin Wei, Siyuan He, Shanshan Bai, Emi Sei, Min Hu, Ken Chen, Nicholas E Navin

Faculty, Staff and Student Publications

Single-cell RNA sequencing methods can profile the transcriptomes of single cells but cannot preserve spatial information. Conversely, spatial transcriptomics assays can profile spatial regions in tissue sections, but do not have single-cell resolution. Here, we developed a computational method called CellTrek that combines these two datasets to achieve single-cell spatial mapping through coembedding and metric learning approaches. We benchmarked CellTrek using simulation and in situ hybridization datasets, which demonstrated its accuracy and robustness. We then applied CellTrek to existing mouse brain and kidney datasets and showed that CellTrek can detect topological patterns of different cell types and cell states. We …

Unilateral Radiation Therapy For Tonsillar Cancer: Treatment Outcomes In The Era Of Human Papillomavirus, Positron-Emission Tomography, And Intensity Modulated Radiation Therapy, Nicolette Taku, Gregory Chronowski, G Brandon Gunn, William H Morrison, Neil D Gross, Renata Ferrarotto, C David Fuller, Ryan P Goepfert, Jack Phan, Stephen Y Lai, Jay P Reddy, David I Rosenthal, Adam S Garden

Faculty, Staff and Student Publications

Purpose: The goal of this study was to evaluate disease, survival, and toxic effects after unilateral radiation therapy treatment for tonsillar cancer.

Methods and materials: A retrospective study was performed of patients treated at our institution within the period from 2000 to 2018. Summary statistics were used to assess the cohort by patient characteristics and treatments delivered. The Kaplan-Meier method was used to determine survival outcomes.

Results: The cohort comprised 403 patients, including 343 (85%) with clinical and/or radiographic evidence of ipsilateral cervical nodal disease and 181 (45%) with multiple involved nodes. Human papillomavirus was detected in 294 (73%) tumors. …