Digital Commons Network^™

Subtype-Specific And Co-Occurring Genetic Alterations In B-Cell Non-Hodgkin Lymphoma, Man Chun John Ma, Saber Tadros, Alyssa Bouska, Tayla Heavican, Haopeng Yang, Qing Deng, Dalia Moore, Ariz Akhter, Keenan Hartert, Neeraj Jain, Jordan Showell, Sreejoyee Ghosh, Lesley Street, Marta Davidson, Christopher Carey, Joshua Tobin, Deepak Perumal, Julie M Vose, Matthew A Lunning, Aliyah R Sohani, Benjamin J Chen, Shannon Buckley, Loretta J Nastoupil, R Eric Davis, Jason R Westin, Nathan H Fowler, Samir Parekh, Maher Gandhi, Sattva Neelapu, Douglas Stewart, Kapil Bhalla, Javeed Iqbal, Timothy Greiner, Scott J Rodig, Adnan Mansoor, Michael R Green

Faculty, Staff and Student Publications

B-cell non-Hodgkin lymphoma (B-NHL) encompasses multiple clinically and phenotypically distinct subtypes of malignancy with unique molecular etiologies. Common subtypes of B-NHL, such as diffuse large B-cell lymphoma, have been comprehensively interrogated at the genomic level, but rarer subtypes, such as mantle cell lymphoma, remain less extensively characterized. Furthermore, multiple B-NHL subtypes have thus far not been comprehensively compared using the same methodology to identify conserved or subtype-specific patterns of genomic alterations. Here, we employed a large targeted hybrid-capture sequencing approach encompassing 380 genes to interrogate the genomic landscapes of 685 B-NHL tumors at high depth, including diffuse large B-cell lymphoma, …

Tissue-Targeted Crispr-Cas9-Mediated Genome Editing Of Multiple Homeologs In F0 Generation Xenopus Laevis Embryos, Mark E Corkins, Bridget D Delay, Rachel K Miller

Faculty, Staff and Student Publications

Xenopus laevis frogs are a powerful developmental model that enables studies combining classical embryology and molecular manipulation. Because of the large embryo size, ease of microinjection, and ability to target tissues through established fate maps, X. laevis have become the predominant amphibian research model. Given that their allotetraploid genome has complicated the generation of gene knockouts, strategies need to be established for efficient mutagenesis of multiple homeologs to evaluate gene function. Here we describe a protocol to utilize CRISPR-Cas9-mediated genome editing to target either single alleles or multiple alloalleles in F0 X. laevis embryos. A single guide (sg) RNA is …

Kaposiform Lymphangiomatosis Presenting With A Group A Streptococcus Pericardial Effusion, Taylor Koerner, Mehul D Patel, Vinay Pai, Gitanjali Indramohan

Faculty, Staff and Student Publications

A 4-year-old child was transferred to the paediatric intensive care unit with acute respiratory failure following 4 days of fever, nausea and vomiting. Chest X-ray on admission had an enlarged cardiac silhouette and transthoracic echo confirmed a large pericardial effusion. An emergent pericardiocentesis was performed at bedside which drained nearly 1000 mL of purulent fluid. Postdrainage course was complicated by acute systolic and diastolic heart failure, thrombocytopenia and acute renal failure. A chest CT and MRI were concerning for a diffuse mediastinal soft-tissue density, so the patient underwent interventional radiology-guided biopsy complicated by haemorrhage requiring mediastinal exploration and subtotal thymectomy. …

Wavelet Analysis Reveals Differential Lower Limb Muscle Activity Patterns Long After Anterior Cruciate Ligament Reconstruction, Payam Zandiyeh, Lauren R Parola, Braden C Fleming, Jillian E Beveridge

Faculty, Staff and Student Publications

The purpose of this study was to test whether differences in muscle activity patterns between anterior cruciate ligament-reconstructed patients (ACLR) and healthy controls could be detected 10 to 15 years post-surgery using a machine learning classification approach. Eleven ACLR subjects and 12 healthy controls were recruited from an ongoing prospective randomized clinical trial. Surface electromyography (EMG) signals were recorded from gastrocnemius medialis and lateralis, tibialis anterior, vastus medialis, rectus femoris, biceps femoris, and semitendinosus muscles. Muscle activity was analyzed using wavelet analysis and examined within four sub-phases of the hop test, as well as an average of the task as …

Brain Stereotactic Radiosurgery Using Mr-Guided Online Adaptive Planning For Daily Setup Variation: An End-To-End Test, Eun Young Han, He Wang, Tina Marie Briere, Debra Nana Yeboa, Themistoklis Boursianis, Georgios Kalaitzakis, Evangelos Pappas, Pamela Castillo, Jinzhong Yang

Faculty, Staff and Student Publications

Online magnetic resonance (MR)-guided radiotherapy is expected to benefit brain stereotactic radiosurgery (SRS) due to superior soft tissue contrast and capability of daily adaptive planning. The purpose of this study was to investigate daily adaptive plan quality with setup variations and to perform an end-to-end test for brain SRS with multiple metastases treated with a 1.5-Tesla MR-Linac (MRL). The RTsafe PseudoPatient Prime brain phantom was used with a delineation insert that includes two predefined structures mimicking gadolinium contrast-enhanced brain lesions. Daily adaptive plans were generated using six preset and six random setup variations. Two adaptive plans per daily MR image …

Value Of Measurable Residual Disease Monitoring In Patients With Acute Promyelocytic Leukemia In The Era Of Frontline ‘Chemotherapy-Free’ Therapy, Jorge M Ramos Perez, Keyur P Patel, Sanam Loghavi, Guillermo Garcia-Manero, Gautam Borthakur, Elias Jabbour, William Wierda, Sherry Pierce, Mark Brandt, Steven Kornblau, Tapan Kadia, Naval Daver, Courtney D Dinardo, Nitin Jain, Musa Yilmaz, Nicholas Short, Srdan Verstovsek, Alessandra Ferrajoli, Michael Andreeff, Marina Konopleva, Daniel Rivera, David Mccue, Hagop M Kantarjian, Farhad Ravandi

Faculty, Staff and Student Publications

Acute promyelocytic leukemia (APL) is characterized by the chromosomal translocation t(15;17) and the resulting gene PML-RARA, used for measurable residual disease (MRD) monitoring. Despite highly effective therapy for APL, MRD monitoring practices are not fully established. We aimed to assess the value of MRD monitoring by RT-qPCR in patients with APL treated with ATRA and arsenic trioxide +/- GO. We reviewed 223 patients with APL treated with this regimen. RT-qPCR for PML-RARA was measured every 3 months, and at 12, 18, and 24 months after therapy. Seven patients relapsed. Time to relapse was 7.9-12.4 months in 6 patients, and …

Fully Resolved Assembly Of Cryptosporidium Parvum, Vipin K Menon, Pablo C Okhuysen, Cynthia L Chappell, Medhat Mahmoud, Medhat Mahmoud, Qingchang Meng, Harsha Doddapaneni, Vanesa Vee, Yi Han, Sejal Salvi, Sravya Bhamidipati, Kavya Kottapalli, George Weissenberger, Hua Shen, Matthew C Ross, Kristi L Hoffman, Sara Javornik Cregeen, Donna M Muzny, Ginger A Metcalf, Richard A Gibbs, Joseph F Petrosino, Fritz J Sedlazeck

Faculty, Staff and Student Publications

BACKGROUND: Cryptosporidium parvum is an apicomplexan parasite commonly found across many host species with a global infection prevalence in human populations of 7.6%. Understanding its diversity and genomic makeup can help in fighting established infections and prohibiting further transmission. The basis of every genomic study is a high-quality reference genome that has continuity and completeness, thus enabling comprehensive comparative studies.

FINDINGS: Here, we provide a highly accurate and complete reference genome of Cryptosporidium parvum. The assembly is based on Oxford Nanopore reads and was improved using Illumina reads for error correction. We also outline how to evaluate and choose from …

Sensitivity Enhancement Of An Experimental Benchtop X-Ray Fluorescence Imaging System By Deploying A Single Crystal Cadmium Telluride Detector System Optimized For High Flux X-Ray Operations, Hem Moktan, Sandun Jayarathna, Sang Hyun Cho

Faculty, Staff and Student Publications

In this work, an energy-resolving thermoelectrically cooled single crystal cadmium telluride (CdTe) detector system upgraded with the latest firmware was optimized for high x-ray flux operations using high bias voltage and fast peaking time. This detector system was deployed into an experimental benchtop x-ray fluorescence (XRF) imaging/computed tomography (XFCT) system developed for quantitative imaging of metal nanoprobes such as gold nanoparticles (GNPs). Using the firmware-upgraded and existing/old CdTe detector systems, the Compton/XRF spectra from small (8 mm diameter) GNP-containing phantoms were acquired. The phantoms were irradiated with 1.8 mm Sn-filtered 125 kVp cone beam x-rays at 24 mA. The firmware-upgraded …

The Frequency Of Pathogenic Variation In The All Of Us Cohort Reveals Ancestry-Driven Disparities, Oi-Wa Chan, Wan-Hsuan Chen, Jainn-Jim Lin, Ming-Chou Chiang, Shao-Hsuan Hsia, Huei-Shyong Wang, En-Pei Lee, Yi-Shan Wang, Cheng-Yen Kuo, Kuang-Lin Lin, Icns Group

Faculty, Staff and Student Publications

BACKGROUND: In general clinical practice, neonatal seizures are identified visually by direct clinical observation. The study aimed to examine the frequency of clinical seizures in paroxysmal events in a neonatal intensive care unit.

METHODS: We conducted a prospective study of continuous video-EEG monitoring in a neonatal intensive care unit between January 2017 and December 2020. The demographic data were also reviewed.

RESULTS: Sixty-four neonates were enrolled. The median total video-EEG monitoring duration was 24.1 h (IQR 17.5-44.8 h). There were 309 clinically suspected seizure episodes, of which 181 (58.6%) were the motor type and 128 (41.4%) were the non-motor type. …

Home-Based Spirometry Telemonitoring After Allogeneic Hematopoietic Cell Transplantation: Mixed Methods Evaluation Of Acceptability And Usability, Ajay Sheshadri, Sukh Makhnoon, Amin M Alousi, Lara Bashoura, Rene Andrade, Christopher J Miller, Karen R Stolar, Muhammad Hasan Arain, Laila Noor, Amulya Balagani, Akash Jain, David Blanco, Abel Ortiz, Michael S Taylor, Alex Stenzler, Rohtesh Mehta, Uday R Popat, Chitra Hosing, David E Ost, Richard E Champlin, Burton F Dickey, Susan K Peterson

Faculty, Staff and Student Publications

Background: Home-based spirometry (HS) allows for the early detection of lung complications in recipients of an allogeneic hematopoietic cell transplant (AHCT). Although the usability and acceptability of HS are critical for adherence, patient-reported outcomes of HS use remain poorly understood in this setting.

Objective: The aim of this study is to design a longitudinal, mixed methods study to understand the usability and acceptability of HS among recipients of AHCT.

Methods: Study participants performed HS using a Bluetooth-capable spirometer that transmitted spirometry data to the study team in real time. In addition, participants completed usability questionnaires and in-depth interviews and reported …

Srgn-Triggered Aggressive And Immunosuppressive Phenotype In A Subset Of Ttf-1-Negative Lung Adenocarcinomas, Ichidai Tanaka, Delphine Dayde, Mei Chee Tai, Haruki Mori, Luisa M Solis, Satyendra C Tripathi, Johannes F Fahrmann, Nese Unver, Gargy Parhy, Rekha Jain, Edwin R Parra, Yoshiko Murakami, Clemente Aguilar-Bonavides, Barbara Mino, Muge Celiktas, Dilsher Dhillon, Julian Phillip Casabar, Masahiro Nakatochi, Francesco Stingo, Veera Baladandayuthapani, Hong Wang, Hiroyuki Katayama, Jennifer B Dennison, Philip L Lorenzi, Kim-Anh Do, Junya Fujimoto, Carmen Behrens, Edwin J Ostrin, Jaime Rodriguez-Canales, Tetsunari Hase, Takayuki Fukui, Taisuke Kajino, Seiichi Kato, Yasushi Yatabe, Waki Hosoda, Koji Kawaguchi, Kohei Yokoi, Toyofumi F Chen-Yoshikawa, Yoshinori Hasegawa, Adi F Gazdar, Ignacio I Wistuba, Samir Hanash, Ayumu Taguchi

Faculty, Staff and Student Publications

BACKGROUND: Approximately 20% of lung adenocarcinoma (LUAD) is negative for the lineage-specific oncogene Thyroid transcription factor 1 (TTF-1) and exhibits worse clinical outcome with a low frequency of actionable genomic alterations. To identify molecular features associated with TTF-1-negative LUAD, we compared the transcriptomic and proteomic profiles of LUAD cell lines. SRGN , a chondroitin sulfate proteoglycan Serglycin, was identified as a markedly overexpressed gene in TTF-1-negative LUAD. We therefore investigated the roles and regulation of SRGN in TTF-1-negative LUAD.

METHODS: Proteomic and metabolomic analyses of 41 LUAD cell lines were done using mass spectrometry. The function of SRGN was investigated …

Performance Determinants Of Unsupervised Clustering Methods For Microbiome Data, Yushu Shi, Liangliang Zhang, Christine B Peterson, Kim-Anh Do, Robert R Jenq

Faculty, Staff and Student Publications

Background: In microbiome data analysis, unsupervised clustering is often used to identify naturally occurring clusters, which can then be assessed for associations with characteristics of interest. In this work, we systematically compared beta diversity and clustering methods commonly used in microbiome analyses. We applied these to four published datasets where highly distinct microbiome profiles could be seen between sample groups, as well a clinical dataset with less clear separation between groups.

Results: Although no single method outperformed the others consistently, we did identify the key scenarios where certain methods can underperform. Specifically, the Bray Curtis (BC) metric resulted in poor …

Multiple Approaches Converge On Three Biological Subtypes Of Meningioma And Extract New Insights From Published Studies, James C Bayley, Caroline C Hadley, Arif O Harmanci, Akdes S Harmanci, Tiemo J Klisch, Akash J Patel

Faculty, Staff and Student Publications

One-fifth of meningiomas classified as benign by World Health Organization (WHO) histopathological grading will behave malignantly. To better diagnose these tumors, several groups turned to DNA methylation, whereas we combined RNA-sequencing (RNA-seq) and cytogenetics. Both approaches were more accurate than histopathology in identifying aggressive tumors, but whether they revealed similar tumor types was unclear. We therefore performed unbiased DNA methylation, RNA-seq, and cytogenetic profiling on 110 primary meningiomas WHO grade I and II). Each technique distinguished the same three groups (two benign and one malignant) as our previous molecular classification; integrating these methods into one classifier further improved accuracy. Computational …

Interplay Between Soluble Cd74 And Macrophage-Migration Inhibitory Factor Drives Tumor Growth And Influences Patient Survival In Melanoma, Yasunari Fukuda, Matias A Bustos, Sung-Nam Cho, Jason Roszik, Suyeon Ryu, Victor M Lopez, Jared K Burks, Jeffrey E Lee, Elizabeth A Grimm, Dave S B Hoon, Suhendan Ekmekcioglu

Faculty, Staff and Student Publications

Soluble forms of receptors play distinctive roles in modulating signal-transduction pathways. Soluble CD74 (sCD74) has been identified in sera of inflammatory diseases and implicated in their pathophysiology; however, few relevant data are available in the context of cancer. Here we assessed the composition and production mechanisms, as well as the clinical significance and biological properties, of sCD74 in melanoma. Serum sCD74 levels were significantly elevated in advanced melanoma patients compared with normal healthy donors, and the high ratio of sCD74 to macrophage-migration inhibitory factor (MIF) conferred significant predictive value for prolonged survival in these patients (p = 0.0035). Secretion of …

Artificial Intelligence In Clinical And Translational Science: Successes, Challenges And Opportunities, Elmer V Bernstam, Paula K Shireman, Funda Meric-Bernstam, Meredith N Zozus, Xiaoqian Jiang, Bradley B Brimhall, Ashley K Windham, Susanne Schmidt, Shyam Visweswaran, Ye Ye, Heath Goodrum, Yaobin Ling, Seemran Barapatre, Michael J Becich

Faculty, Staff and Student Publications

Artificial intelligence (AI) is transforming many domains, including finance, agriculture, defense, and biomedicine. In this paper, we focus on the role of AI in clinical and translational research (CTR), including preclinical research (T1), clinical research (T2), clinical implementation (T3), and public (or population) health (T4). Given the rapid evolution of AI in CTR, we present three complementary perspectives: (1) scoping literature review, (2) survey, and (3) analysis of federally funded projects. For each CTR phase, we addressed challenges, successes, failures, and opportunities for AI. We surveyed Clinical and Translational Science Award (CTSA) hubs regarding AI projects at their institutions. Nineteen …

A Large-Scale Transcriptome-Wide Association Study (Twas) Of 10 Blood Cell Phenotypes Reveals Complexities Of Twas Fine-Mapping, Amanda L Tapia, Bryce T Rowland, Jonathan D Rosen, Michael Preuss, Kris Young, Misa Graff, Hélène Choquet, David J Couper, Steve Buyske, Stephanie A Bien, Eric Jorgenson, Charles Kooperberg, Ruth J F Loos, Alanna C Morrison, Kari E North, Bing Yu, Alexander P Reiner, Yun Li, Laura M Raffield

Faculty, Staff and Student Publications

Hematological measures are important intermediate clinical phenotypes for many acute and chronic diseases and are highly heritable. Although genome-wide association studies (GWAS) have identified thousands of loci containing trait-associated variants, the causal genes underlying these associations are often uncertain. To better understand the underlying genetic regulatory mechanisms, we performed a transcriptome-wide association study (TWAS) to systematically investigate the association between genetically predicted gene expression and hematological measures in 54,542 Europeans from the Genetic Epidemiology Research on Aging cohort. We found 239 significant gene-trait associations with hematological measures; we replicated 71 associations at p < 0.05 in a TWAS meta-analysis consisting of up to 35,900 Europeans from the Women's Health Initiative, Atherosclerosis Risk in Communities Study, and BioMe Biobank. Additionally, we attempted to refine this list of candidate genes by performing conditional analyses, adjusting for individual variants previously associated with hematological measures, and performed further fine-mapping of TWAS loci. To facilitate interpretation of our findings, we designed an R Shiny application to interactively visualize our TWAS results by integrating them with additional genetic data sources (GWAS, TWAS from multiple reference panels, conditional analyses, known GWAS variants, etc.). Our results and application highlight frequently overlooked TWAS challenges and illustrate the complexity of TWAS fine-mapping.

Genetic Errors Of Immunity Distinguish Pediatric Nonmalignant Lymphoproliferative Disorders, Lisa R Forbes, Olive S Eckstein, Nitya Gulati, Erin C Peckham-Gregory, Nmazuo W Ozuah, Joseph Lubega, Nader K El-Mallawany, Jennifer E Agrusa, M Cecilia Poli, Tiphanie P Vogel, Natalia S Chaimowitz, Nicholas L Rider, Emily M Mace, Jordan S Orange, Jason W Caldwell, Juan C Aldave-Becerra, Stephen Jolles, Francesco Saettini, Hey J Chong, Asbjorg Stray-Pedersen, Helen E Heslop, Kala Y Kamdar, R Helen Rouce, Donna M Muzny, Shalini N Jhangiani, Richard A Gibbs, Zeynep H Coban-Akdemir, James R Lupski, Kenneth L Mcclain, Carl E Allen, Ivan K Chinn

Faculty, Staff and Student Publications

BACKGROUND: Pediatric nonmalignant lymphoproliferative disorders (PLPDs) are clinically and genetically heterogeneous. Long-standing immune dysregulation and lymphoproliferation in children may be life-threatening, and a paucity of data exists to guide evaluation and treatment of children with PLPD.

OBJECTIVE: The primary objective of this study was to ascertain the spectrum of genomic immunologic defects in PLPD. Secondary objectives included characterization of clinical outcomes and associations between genetic diagnoses and those outcomes.

METHODS: PLPD was defined by persistent lymphadenopathy, lymph organ involvement, or lymphocytic infiltration for more than 3 months, with or without chronic or significant Epstein-Barr virus (EBV) infection. Fifty-one subjects from …

Effects Of Placebo Administration On Immune Mechanisms And Relationships With Central Endogenous Opioid Neurotransmission, Alan Prossin, Alisa Koch, Phillip Campbell, Geoffroy Laumet, Christian S Stohler, Robert Dantzer, Jon-Kar Zubieta

Faculty, Staff and Student Publications

Behavioral conditioning and expectation can have profound impact on animal and human physiology. Placebo, administered under positive expectation in clinical trials, can have potent effects on disease pathology, obscuring active medications. Emerging evidence suggests placebo-responsive neurotransmitter systems (e.g., endogenous opioid) regulate immune function by manipulating inflammatory proteins including IL-18, a potent pro-inflammatory, nociceptive cytokine implicated in pathophysiology of various diseases. Validation that neuroimmune interactions involving brain μ-opioid receptor (MOR) activity and plasma IL-18 underlie placebo analgesic expectation could have widespread clinical applications. Unfortunately, current lack of mechanistic clarity obfuscates clinical translation. To elucidate neuroimmune interactions underlying placebo analgesia, we exposed …

Body Region-Specific 3d Age-Scaling Functions For Scaling Whole-Body Computed Tomography Anatomy For Pediatric Late Effects Studies, Aashish C Gupta, Constance A Owens, Suman Shrestha, Choonsik Lee, Susan A Smith, Rita E Weathers, Tucker Netherton, Peter A Balter, Stephen F Kry, David S Followill, Keith T Griffin, James P Long, Gregory T Armstrong, Rebecca M Howell

Faculty, Staff and Student Publications

Purpose:

Radiation epidemiology studies of childhood cancer survivors treated in the pre-computed tomography (CT) era reconstruct the patients’ treatment fields on computational phantoms. For such studies, the phantoms are commonly scaled to age at the time of radiotherapy treatment because age is the generally available anthropometric parameter. Several reference size phantoms are used in such studies, but reference size phantoms are only available at discrete ages (e.g.: newborn, 1, 5, 10, 15, and Adult). When such phantoms are used for RT dose reconstructions, the nearest discrete-aged phantom is selected to represent a survivor of a specific age. In this work, …

Improving Transcatheter Aortic Valve Interventional Predictability Via Fluid-Structure Interaction Modelling Using Patient-Specific Anatomy, Vijay Govindarajan, Arun Kolanjiyil, Nils P Johnson, Hyunggun Kim, Krishnan B Chandran, David D Mcpherson

Faculty, Staff and Student Publications

Transcatheter aortic valve replacement (TAVR) is now a standard treatment for high-surgical-risk patients with severe aortic valve stenosis. TAVR is being explored for broader indications including degenerated bioprosthetic valves, bicuspid valves and for aortic valve (AV) insufficiency. It is, however, challenging to predict whether the chosen valve size, design or its orientation would produce the most-optimal haemodynamics in the patient. Here, we present a novel patient-specific evaluation framework to realistically predict the patient's AV performance with a high-fidelity fluid-structure interaction analysis that included the patient's left ventricle and ascending aorta (AAo). We retrospectively evaluated the pre- and post-TAVR dynamics of …

Gene-Gene Interaction Of Ahrwith And Within The Wntcascade Affects Susceptibility To Lung Cancer, Albert Rosenberger, Nils Muttray, Rayjean J Hung, David C Christiani, Neil E Caporaso, Geoffrey Liu, Stig E Bojesen, Loic Le Marchand, Demetrios Albanes, Melinda C Aldrich, Adonina Tardon, Guillermo Fernández-Tardón, Gad Rennert, John K Field, Michael P A Davies, Triantafillos Liloglou, Lambertus A Kiemeney, Philip Lazarus, Bernadette Wendel, Aage Haugen, Shanbeh Zienolddiny, Stephen Lam, Matthew B Schabath, Angeline S Andrew, Eric J Duell, Susanne M Arnold, Gary E Goodman, Chu Chen, Jennifer A Doherty, Fiona Taylor, Angela Cox, Penella J Woll, Angela Risch, Thomas R Muley, Mikael Johansson, Paul Brennan, Maria Teresa Landi, Sanjay S Shete, Christopher I Amos, Heike Bickeböller, Integral-Ilcco Consortium

Faculty, Staff and Student Publications

Background: Aberrant Wnt signalling, regulating cell development and stemness, influences the development of many cancer types. The Aryl hydrocarbon receptor (AhR) mediates tumorigenesis of environmental pollutants. Complex interaction patterns of genes assigned to AhR/Wnt-signalling were recently associated with lung cancer susceptibility.

Aim: To assess the association and predictive ability of AhR/Wnt-genes with lung cancer in cases and controls of European descent.

Methods: Odds ratios (OR) were estimated for genomic variants assigned to the Wnt agonist and the antagonistic genes DKK2, DKK3, DKK4, FRZB, SFRP4 and Axin2. Logistic regression models with variable selection were trained, validated and tested to predict lung …

Identifying The Metabolic Signatures Of Ppard-Overexpressing Gastric Tumors, Shivanand Pudakalakatti, Mark Titus, José S Enriquez, Sumankalai Ramachandran, Niki M Zacharias, Imad Shureiqi, Yi Liu, James C Yao, Xiangsheng Zuo, Pratip K Bhattacharya

Faculty, Staff and Student Publications

Peroxisome proliferator-activated receptor delta (PPARD) is a nuclear receptor known to play an essential role in regulation of cell metabolism, cell proliferation, inflammation, and tumorigenesis in normal and cancer cells. Recently, we found that a newly generated villin-PPARD mouse model, in which PPARD is overexpressed in villin-positive gastric progenitor cells, demonstrated spontaneous development of large, invasive gastric tumors as the mice aged. However, the role of PPARD in regulation of downstream metabolism in normal gastric and tumor cells is elusive. The aim of the present study was to find PPARD-regulated downstream metabolic changes and to determine the potential significance of …

Machine Learning For Predicting Risk Of Early Dropout In A Recovery Program For Opioid Use Disorder, Assaf Gottlieb, Andrea Yatsco, Christine Bakos-Block, James R Langabeer, Tiffany Champagne-Langabeer

Faculty, Staff and Student Publications

BACKGROUND: An increase in opioid use has led to an opioid crisis during the last decade, leading to declarations of a public health emergency. In response to this call, the Houston Emergency Opioid Engagement System (HEROES) was established and created an emergency access pathway into long-term recovery for individuals with an opioid use disorder. A major contributor to the success of the program is retention of the enrolled individuals in the program.

METHODS: We have identified an increase in dropout from the program after 90 and 120 days. Based on more than 700 program participants, we developed a machine learning …

Systematic Decomposition Of Sequence Determinants Governing Crispr/Cas9 Specificity, Rongjie Fu, Wei He, Jinzhuang Dou, Oscar D Villarreal, Ella Bedford, Helen Wang, Connie Hou, Liang Zhang, Yalong Wang, Dacheng Ma, Yiwen Chen, Xue Gao, Martin Depken, Han Xu

Faculty, Staff and Student Publications

The specificity of CRISPR/Cas9 genome editing is largely determined by the sequences of guide RNA (gRNA) and the targeted DNA, yet the sequence-dependent rules underlying off-target effects are not fully understood. To systematically explore the sequence determinants governing CRISPR/Cas9 specificity, here we describe a dual-target system to measure the relative cleavage rate between off- and on-target sequences (off-on ratios) of 1902 gRNAs on 13,314 synthetic target sequences, and reveal a set of sequence rules involving 2 factors in off-targeting: 1) a guide-intrinsic mismatch tolerance (GMT) independent of the mismatch context; 2) an "epistasis-like" combinatorial effect of multiple mismatches, which are …

Iam Hiq-A Novel Pair Of Accuracy Indices For Imputed Genotypes, Albert Rosenberger, Viola Tozzi, Heike Bickeböller, Integral-Ilcco Consortium

Faculty, Staff and Student Publications

BACKGROUND: Imputation of untyped markers is a standard tool in genome-wide association studies to close the gap between directly genotyped and other known DNA variants. However, high accuracy with which genotypes are imputed is fundamental. Several accuracy measures have been proposed and some are implemented in imputation software, unfortunately diversely across platforms. In the present paper, we introduce Iam hiQ, an independent pair of accuracy measures that can be applied to dosage files, the output of all imputation software. Iam (imputation accuracy measure) quantifies the average amount of individual-specific versus population-specific genotype information in a linear manner. hiQ (heterogeneity in …

Neutralizing Interleukin-6 In Tumor-Bearing Mice Does Not Abrogate Behavioral Fatigue Induced By Lewis Lung Carcinoma, Kiersten Scott, Thien Trong Phan, A Phillip West, Cullen M Taniguchi, Robert Dantzer

Faculty, Staff and Student Publications

Tumor growth is associated with metabolic reprogramming of various organs including the liver. This metabolic reprogramming is responsible for the development of behavioral fatigue represented by decreased voluntary wheel running in a murine model of lung cancer. To determine whether interleukin (IL-)6 induced by the tumor is responsible for the metabolic reprogramming, mice injected with Lewis lung carcinoma cells in the flank were treated with an anti-mouse IL-6 monoclonal neutralizing antibody using a 2 × 2 factorial design (+/- tumor and +/- anti-IL-6 antibody). Endpoints were represented by behavioral, metabolic and immune phenotypes. Despite its ability to abrogate the increase …

Common Genetic Variants Contribute To Risk Of Transposition Of The Great Arteries, Doris Škorić-Milosavljević, Rafik Tadros, Fernanda M Bosada, Federico Tessadori, Jan Hendrik Van Weerd, Odilia I Woudstra, Fleur V Y Tjong, Najim Lahrouchi, Fanny Bajolle, Heather J Cordell, A J Agopian, Gillian M Blue, Daniela Q C M Barge-Schaapveld, Marc Gewillig, Christoph Preuss, Elisabeth M Lodder, Phil Barnett, Aho Ilgun, Leander Beekman, Karel Van Duijvenboden, Regina Bokenkamp, Martina Müller-Nurasyid, Hubert W Vliegen, Thelma C Konings, Joost P Van Melle, Arie P J Van Dijk, Roland R J Van Kimmenade, Jolien W Roos-Hesselink, Gertjan T Sieswerda, Folkert Meijboom, Hashim Abdul-Khaliq, Felix Berger, Sven Dittrich, Marc-Phillip Hitz, Julia Moosmann, Frank-Thomas Riede, Stephan Schubert, Pilar Galan, Mark Lathrop, Hans M Munter, Ammar Al-Chalabi, Christopher E Shaw, Pamela J Shaw, Karen E Morrison, Jan H Veldink, Leonard H Van Den Berg, Sylvia Evans, Marcelo A Nobrega, Ivy Aneas, Milena Radivojkov-Blagojević, Thomas Meitinger, Erwin Oechslin, Tapas Mondal, Lynn Bergin, John F Smythe, Luis Altamirano-Diaz, Jane Lougheed, Berto J Bouma, Marie-A Chaix, Jennie Kline, Anne S Bassett, Gregor Andelfinger, Roel L F Van Der Palen, Patrice Bouvagnet, Sally-Ann B Clur, Jeroen Breckpot, Wilhelmina S Kerstjens-Frederikse, David S Winlaw, Ulrike M M Bauer, Seema Mital, Elizabeth Goldmuntz, Bernard Keavney, Damien Bonnet, Barbara J Mulder, Michael W T Tanck, Jeroen Bakkers, Vincent M Christoffels, Cornelis J Boogerd, Alex V Postma, Connie R Bezzina

Faculty, Staff and Student Publications

RATIONALE: Dextro-transposition of the great arteries (D-TGA) is a severe congenital heart defect which affects approximately 1 in 4,000 live births. While there are several reports of D-TGA patients with rare variants in individual genes, the majority of D-TGA cases remain genetically elusive. Familial recurrence patterns and the observation that most cases with D-TGA are sporadic suggest a polygenic inheritance for the disorder, yet this remains unexplored.

OBJECTIVE: We sought to study the role of common single nucleotide polymorphisms (SNPs) in risk for D-TGA.

METHODS AND RESULTS: We conducted a genome-wide association study in an international set of 1,237 patients …

Effects Of Road Traffic On The Accuracy And Bias Of Low-Cost Particulate Matter Sensor Measurements In Houston, Texas, Temitope Oluwadairo, Lawrence Whitehead, Elaine Symanski, Cici Bauer, Arch Carson, Inkyu Han

Faculty, Staff and Student Publications

Although PM2.5 measurements of low-cost particulate matter sensors (LCPMS) generally show moderate and strong correlations with those from research-grade air monitors, the data quality of LCPMS has not been fully assessed in urban environments with different road traffic conditions. We examined the linear relationships between PM2.5 measurements taken by an LCPMS (Dylos DC1700) and two research grade monitors, a personal environmental monitor (PEM) and the GRIMM 11R, in three different urban environments, and compared the accuracy (slope) and bias of these environments. PM2.5 measurements were carried out at three locations in Houston, Texas (Clinton Drive largely with diesel trucks, US-59 …

B Cell Receptor Isotypes Differentially Associate With Cell Signaling, Kinetics, And Outcome In Chronic Lymphocytic Leukemia, Andrea N Mazzarello, Eva Gentner-Göbel, Marcus Dühren-Von Minden, Tatyana N Tarasenko, Antonella Nicolò, Gerardo Ferrer, Stefano Vergani, Yun Liu, Davide Bagnara, Kanti R Rai, Jan A Burger, Peter J Mcguire, Palash C Maity, Hassan Jumaa, Nicholas Chiorazzi

Faculty, Staff and Student Publications

In chronic lymphocytic leukemia (CLL), the B cell receptor (BCR) plays a critical role in disease development and progression, as indicated by the therapeutic efficacy of drugs blocking BCR signaling. However, the mechanism(s) underlying BCR responsiveness are not completely defined. Selective engagement of membrane IgM or IgD on CLL cells, each coexpressed by more than 90% of cases, leads to distinct signaling events. Since both IgM and IgD carry the same antigen-binding domains, the divergent actions of the receptors are attributed to differences in immunoglobulin (Ig) structure or the outcome of signal transduction. We showed that IgM, not IgD, level …

Genetic Determinants Of Telomere Length From 109,122 Ancestrally Diverse Whole-Genome Sequences In Topmed, Margaret A Taub, Matthew P Conomos, Rebecca Keener, Kruthika R Iyer, Joshua S Weinstock, Lisa R Yanek, John Lane, Tyne W Miller-Fleming, Jennifer A Brody, Laura M Raffield, Caitlin P Mchugh, Deepti Jain, Stephanie M Gogarten, Cecelia A Laurie, Ali Keramati, Marios Arvanitis, Albert V Smith, Benjamin Heavner, Lucas Barwick, Lewis C Becker, Joshua C Bis, John Blangero, Eugene R Bleecker, Esteban G Burchard, Juan C Celedón, Yen Pei C Chang, Brian Custer, Dawood Darbar, Lisa De Las Fuentes, Dawn L Demeo, Barry I Freedman, Melanie E Garrett, Mark T Gladwin, Susan R Heckbert, Bertha A Hidalgo, Marguerite R Irvin, Talat Islam, W Craig Johnson, Stefan Kaab, Lenore Launer, Jiwon Lee, Simin Liu, Arden Moscati, Kari E North, Patricia A Peyser, Nicholas Rafaels, Christine Seidman, Daniel E Weeks, Fayun Wen, Marsha M Wheeler, L Keoki Williams, Ivana V Yang, Wei Zhao, Stella Aslibekyan, Paul L Auer, Donald W Bowden, Brian E Cade, Zhanghua Chen, Michael H Cho, L Adrienne Cupples, Joanne E Curran, Michelle Daya, Ranjan Deka, Celeste Eng, Tasha E Fingerlin, Xiuqing Guo, Lifang Hou, Shih-Jen Hwang, Jill M Johnsen, Eimear E Kenny, Albert M Levin, Chunyu Liu, Ryan L Minster, Take Naseri, Mehdi Nouraie, Muagututi'a Sefuiva Reupena, Ester C Sabino, Jennifer A Smith, Nicholas L Smith, Jessica Lasky Su, James G Taylor, Marilyn J Telen, Hemant K Tiwari, Russell P Tracy, Marquitta J White, Yingze Zhang, Kerri L Wiggins, Scott T Weiss, Ramachandran S Vasan, Kent D Taylor, Moritz F Sinner, Edwin K Silverman, M Benjamin Shoemaker, Wayne H-H Sheu, Frank Sciurba, David A Schwartz, Jerome I Rotter, Daniel Roden, Susan Redline, Benjamin A Raby, Bruce M Psaty, Juan M Peralta, Nicholette D Palmer, Sergei Nekhai, Courtney G Montgomery, Braxton D Mitchell, Deborah A Meyers, Stephen T Mcgarvey, Nhlbi Care Network, Angel Cy Mak, Ruth Jf Loos, Rajesh Kumar, Charles Kooperberg, Barbara A Konkle, Shannon Kelly, Sharon Lr Kardia, Robert Kaplan, Jiang He, Hongsheng Gui, Frank D Gilliland, Bruce D Gelb, Myriam Fornage, Patrick T Ellinor, Mariza De Andrade, Adolfo Correa, Yii-Der Ida Chen, Eric Boerwinkle, Kathleen C Barnes, Allison E Ashley-Koch, Donna K Arnett, Nhlbi Trans-Omics For Precision Medicine (Topmed) Consortium, Topmed Hematology And Hemostasis Working Group, Topmed Structural Variation Working Group, Cathy C Laurie, Goncalo Abecasis, Deborah A Nickerson, James G Wilson, Stephen S Rich, Daniel Levy, Ingo Ruczinski, Abraham Aviv, Thomas W Blackwell, Timothy Thornton, Jeff O'Connell, Nancy J Cox, James A Perry, Mary Armanios, Alexis Battle, Nathan Pankratz, Alexander P Reiner, Rasika A Mathias

Faculty, Staff and Student Publications

Genetic studies on telomere length are important for understanding age-related diseases. Prior GWAS for leukocyte TL have been limited to European and Asian populations. Here, we report the first sequencing-based association study for TL across ancestrally-diverse individuals (European, African, Asian and Hispanic/Latino) from the NHLBI Trans-Omics for Precision Medicine (TOPMed) program. We used whole genome sequencing (WGS) of whole blood for variant genotype calling and the bioinformatic estimation of telomere length in n=109,122 individuals. We identified 59 sentinel variants (p-value <5×10-9) in 36 loci associated with telomere length, including 20 newly associated loci (13 were replicated in external datasets). There was little evidence of effect size heterogeneity across populations. Fine-mapping at OBFC1 indicated the independent signals colocalized with cell-type specific eQTLs for OBFC1 (STN1). Using a multi-variant gene-based approach, …