Digital Commons Network^™

Phenotypic And Genetic Spectrum Of Atp6v1a Encephalopathy: A Disorder Of Lysosomal Homeostasis, Mary Kay Koenig, Janice Baker, Vikas Bhambhani, Zöe Powis, Lance Rodan, Rima Nabbout, Giulia Barcia, Jill A Rosenfeld, Carlos A Bacino, Cyril Mignot, Lillian H Power, Catharine J Harris, Dragan Marjanovic, Rikke S Møller, Trine B Hammer, Riikka Keski Filppula, Päivi Vieira, Clara Hildebrandt, Stephanie Sacharow, Luca Maragliano, Fabio Benfenati, Katherine Lachlan, Andreas Benneche, Florence Petit, Jean Madeleine De Sainte Agathe, Barbara Hallinan, Yue Si, Ingrid M Wentzensen, Fanggeng Zou, Vinodh Narayanan, Naomichi Matsumoto, Alessandra Boncristiano, Giancarlo La Marca, Mitsuhiro Kato, Kristin Anderson, Carmen Barba, Luisa Sturiale, Domenico Garozzo, Roberto Bei, Laura Masuelli, Valerio Conti, Gaia Novarino, Anna Fassio

Faculty, Staff and Student Publications

Vacuolar-type H+-ATPase (V-ATPase) is a multimeric complex present in a variety of cellular membranes that acts as an ATP-dependent proton pump and plays a key role in pH homeostasis and intracellular signalling pathways. In humans, 22 autosomal genes encode for a redundant set of subunits allowing the composition of diverse V-ATPase complexes with specific properties and expression. Sixteen subunits have been linked to human disease. Here we describe 26 patients harbouring 20 distinct pathogenic de novo missense ATP6V1A variants, mainly clustering within the ATP synthase α/β family-nucleotide-binding domain. At a mean age of 7 years (extremes: 6 weeks, youngest deceased …

Somatic Variants In Diverse Genes Leads To A Spectrum Of Focal Cortical Malformations, Jinfeng Lu, Cigdem I Akman, Mohamad A Mikati, Guy M Mckhann, James E Goldman, Peter Canoll, Allyson L Alexander, Kristen L Park, Gretchen K Von Allmen, Olga Rodziyevska, Meenakshi B Bhattacharjee, Hart G W Lidov, Hannes Vogel, Gerald A Grant, Brenda E Porter, Annapurna H Poduri, Peter B Crino, Erin L Heinzen

Faculty, Staff and Student Publications

Post-zygotically acquired genetic variants, or somatic variants, that arise during cortical development have emerged as important causes of focal epilepsies, particularly those due to malformations of cortical development. Pathogenic somatic variants have been identified in many genes within the PI3K-AKT-mTOR-signalling pathway in individuals with hemimegalencephaly and focal cortical dysplasia (type II), and more recently in SLC35A2 in individuals with focal cortical dysplasia (type I) or non-dysplastic epileptic cortex. Given the expanding role of somatic variants across different brain malformations, we sought to delineate the landscape of somatic variants in a large cohort of patients who underwent epilepsy surgery with hemimegalencephaly …

Rna Binding Protein Rbm46 Regulates Mitotic-To-Meiotic Transition In Spermatogenesis, Shenglin Han, Zhiwen Bu, Jie Gong, Bangjin Zheng, Zihan Yuan, Sen Ren, Qing He, Jinwen Zhang, Chen Xu, Ruilin Wang, Zheng Sun, Mingyan Lin, Jian Zhou, Lan Ye

Faculty, Staff and Students Publications

Meiosis entry during spermatogenesis requires reprogramming from mitotic to meiotic gene expression profiles. Transcriptional regulation has been extensively studied in meiosis entry, but gain of function for master transcription factors is insufficient to down-regulate mitotic genes. RNA helicase YTHDC2 and its partner MEIOC emerge as essential posttranscriptional regulators of meiotic entry. However, it is unclear what governs the RNA binding specificity of YTHDC2/MEIOC. Here, we identified RNA binding protein RBM46 as a component of the YTHDC2/MEIOC complex. Testis-specific Rbm46 knockout in mice causes infertility with defective mitotic-to-meiotic transition, phenocopying global Ythdc2 or Meioc knockout. RBM46 binds to 3′ UTR of …

Disposable E-Cigarettes And Associated Health Risks: An Experimental Study

Faculty, Staff and Student Publications

The use of electronic nicotine delivery systems (ENDS), including disposable e-cigarettes, has been prevalent. Existing chemical analyses of ENDS focused on e-liquids rather than aerosols and failed to consider particle sizes and aerosol respiratory deposition fractions, which are key factors for inhalation doses. This study investigated the organic chemical and metal constituents in size-segregated ENDS aerosol and assessed the deposited doses and health risks of these substances. Aerosol chemical analyses were conducted on two popular disposable ENDS products: Puff Bar (Grape) and Air Bar (Watermelon Ice). An ENDS aerosol was generated and delivered into a Micro-Orifice Uniform Deposit Impactor to …

Bone Marrow Endothelial Cells Increase Prostate Cancer Cell Apoptosis In 3d Triculture Model Of Reactive Stroma

Faculty, Staff and Student Publications

The bone marrow tumor microenvironment (BMTE) is a complex network of cells, extracellular matrix, and sequestered signaling factors that initially act as a hostile environment for disseminating tumor cells (DTCs) from the cancerous prostate. Three-dimensional (3D) culture systems offer an opportunity to better model these complex interactions in reactive stroma, providing contextual behaviors for cancer cells, stromal cells, and endothelial cells. Using a new system designed for the triculture of osteoblastic prostate cancer (PCa) cells, stromal cells, and microvascular endothelial cells, we uncovered a context-specific pro-apoptotic effect of endothelial cells of the bone marrow different from those derived from the …

Pancancer Analysis Of A Potential Gene Mutation Model In The Prediction Of Immunotherapy Outcomes

Faculty, Staff and Student Publications

Background: Immune checkpoint blockade (ICB) represents a promising treatment for cancer, but predictive biomarkers are needed. We aimed to develop a cost-effective signature to predict immunotherapy benefits across cancers.

Methods: We proposed a study framework to construct the signature. Specifically, we built a multivariate Cox proportional hazards regression model with LASSO using 80% of an ICB-treated cohort (n = 1661) from MSKCC. The desired signature named SIGP was the risk score of the model and was validated in the remaining 20% of patients and an external ICB-treated cohort (n = 249) from DFCI.

Results: SIGP was based on …

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 …

A Patient With Erdheim-Chester Disease Limited To Central Nervous System

Faculty, Staff and Student Publications

Erdheim-Chester disease (ECD) is a rare, sporadic, non-Langerhans cell histiocytosis, a multisystem disorder, which has higher mortality when presented with CNS involvement. We report a 46-year-old woman who has ECD with exclusive CNS involvement. She presented with intracranial hemorrhage and had a poor response to corticosteroid and interferon. She required multiple debulking procedures and eventually responded well to cobimetinib. She has not had any other organ involvement thus far. This report highlights that CNS involvement may be the only manifestation of ECD and sometimes may require a repeat biopsy with IHC testing for excellent treatment outcomes.

Understanding The Feelings And Experiences Of Patients With Periodontal Disease: A Qualitative Meta-Synthesis

Faculty, Staff and Student Publications

BACKGROUND: Patients' experiences, feelings, and perceptions play key roles in quality of life and dental care quality, but they are poorly understood in periodontal disease. Therefore, this meta-synthesis aimed to gain deep insights into the feelings, experiences, and perceptions of people living with periodontal disease.

METHODS: Electronic database searches in PubMed, Cochrane Library, EMBASE, Scopus, Web of Science, PsycINFO, CINAHL, and Open AIRE were conducted up to December 2021 (updated in June 2022). The JBI Critical Appraisal Tool was used for quality assessment. Then reviewers integrated findings from qualitative studies with a thematic synthesis approach.

RESULTS: A total of 567 …

Concordance In Caregiver And Child Sleep Health Metrics Among Families Experiencing Socioeconomic Disadvantage: A Pilot Study, Lauren Covington, Aditi Satti, Benjamin Brewer, Rachel Blair, Ilona Duffy, Jean-Phillipe Laurenceau, Shannon Mayberry, Angeni Cordova, Elissa Hoopes, Freda Patterson

Journal of Applied Research on Children: Informing Policy for Children at Risk

Purpose: Child and caregiver sleep occurs in a family system, with socioeconomically disadvantaged families experiencing disproportionately worse sleep health than more advantaged families. The extent to which objectively measured sleep health metrics (i.e., sleep duration, midpoint, regularity, efficiency) are concordant within disadvantaged family systems, including caregiver-child dyads, is not clear. To address this gap, this study aimed to: (1) characterize sleep health metrics and (2) identify levels of sleep health concordance among caregiver-child dyads living in families experiencing socioeconomic disadvantage.

Design and methods: We enrolled 20 caregivers and 26 children in this micro-longitudinal study. Eligible primary caregivers slept in …

The Roles Of Gut Microbiome And Plasma Metabolites In The Associations Between Abo Blood Groups And Insulin Homeostasis: The Microbiome And Insulin Longitudinal Evaluation Study (Miles), Kristi L Hoffman, Joseph F Petrosino, Gautam Ramesh, Martin Wu, Jerome I Rotter, Yii-Der Ida Chen, Anne M Evans, Richard J Robinson, Laura Sommerville, Dennis Mook-Kanamori, Mark O Goodarzi, Gregory A Michelotti, Patricia A Sheridan

Faculty, Staff and Students Publications

Non-O blood groups are associated with decreased insulin sensitivity and risk of type 2 diabetes. A recent study pinpointed the associations between ABO blood groups and gut microbiome, which may serve as potential mediators for the observed increased disease risks. We aimed to characterize associations between ABO haplotypes and insulin-related traits as well as potential mediating pathways. We assessed insulin homeostasis in African Americans (AAs; n = 109) and non-Hispanic whites (n = 210) from the Microbiome and Insulin Longitudinal Evaluation Study. The ABO haplotype was determined by six SNPs located in the ABO gene. Based on prior knowledge, …

Years Of Life Lost Associated With Covid-19 Deaths In The Usa During The First 2 Years Of The Pandemic, Troy Quast, Ross Andel, Sean Gregory, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Background: Prior estimates of the years of life lost (YLLs) in the USA associated with coronavirus disease 2019 (COVID-19) were 1.2 million through 11 July 2020 and 3.9 million through 31 January 2021 (which roughly coincides with the first full year of the pandemic). The aim of this study is to update YLL estimates through the first 2 years of the pandemic.

Methods: We employed data regarding COVID-19 deaths through 5 February 2022 by jurisdiction, gender and age group. We used actuarial life expectancy tables by gender and age to estimate YLLs.

Results: We estimated roughly 9.7 million YLLs due …

The Microrna Processor Drosha Is A Candidate Gene For A Severe Progressive Neurological Disorder, Amanda L Minogue, Diego Lopergolo, Chiara Fallerini, Jake Harland, Jacob H Seemann, Nicholas Stong, Peter G Kranz, Sujay Kansagra, Mohamad A Mikati, Joan Jasien, Mays El-Dairi, Paolo Galluzzi, Francesca Ariani, Alessandra Renieri, Francesca Mari, Michael F Wangler, Swathi Arur, Yong-Hui Jiang, Shinya Yamamoto, Vandana Shashi, Hugo J Bellen

Faculty, Staff and Students Publications

DROSHA encodes a ribonuclease that is a subunit of the Microprocessor complex and is involved in the first step of microRNA (miRNA) biogenesis. To date, DROSHA has not yet been associated with a Mendelian disease. Here, we describe two individuals with profound intellectual disability, epilepsy, white matter atrophy, microcephaly and dysmorphic features, who carry damaging de novo heterozygous variants in DROSHA. DROSHA is constrained for missense variants and moderately intolerant to loss-of-function (o/e = 0.24). The loss of the fruit fly ortholog drosha causes developmental arrest and death in third instar larvae, a severe reduction in brain size and loss …

Controlling Multiple Covid-19 Epidemic Waves: An Insight From A Multi-Scale Model Linking The Behaviour Change Dynamics To The Disease Transmission Dynamics, Yanni Xiao

Faculty, Staff and Student Publications

COVID-19 epidemics exhibited multiple waves regionally and globally since 2020. It is important to understand the insight and underlying mechanisms of the multiple waves of COVID-19 epidemics in order to design more efficient non-pharmaceutical interventions (NPIs) and vaccination strategies to prevent future waves. We propose a multi-scale model by linking the behaviour change dynamics to the disease transmission dynamics to investigate the effect of behaviour dynamics on COVID-19 epidemics using game theory. The proposed multi-scale models are calibrated and key parameters related to disease transmission dynamics and behavioural dynamics with/without vaccination are estimated based on COVID-19 epidemic data (daily reported …

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. …

Modeling Neonatal Intraventricular Hemorrhage Through Intraventricular Injection Of Hemoglobin, Amanda L Trout, Jennifer M Strahle

Faculty, Staff and Student Publications

Neonatal intraventricular hemorrhage (IVH) is a common consequence of premature birth and leads to brain injury, posthemorrhagic hydrocephalus (PHH), and lifelong neurological deficits. While PHH can be treated by temporary and permanent cerebrospinal fluid (CSF) diversion procedures (ventricular reservoir and ventriculoperitoneal shunt, respectively), there are no pharmacological strategies to prevent or treat IVH-induced brain injury and hydrocephalus. Animal models are needed to better understand the pathophysiology of IVH and test pharmacological treatments. While there are existing models of neonatal IVH, those that reliably result in hydrocephalus are often limited by the necessity for large-volume injections, which may complicate modeling of …

A Sparse Representation Strategy To Eliminate Pseudo-Hfo Events From Intracranial Eeg For Seizure Onset Zone Localization, Sacit Karamursel, David J Francis, Thomas R Henry, Nuri F Ince

Faculty, Staff and Student Publications

Objective.

High-frequency oscillations (HFOs) are considered a biomarker of the epileptogenic zone in intracranial EEG recordings. However, automated HFO detectors confound true oscillations with spurious events caused by the presence of artifacts.

Approach.

We hypothesized that, unlike pseudo-HFOs with sharp transients or arbitrary shapes, real HFOs have a signal characteristic that can be represented using a small number of oscillatory bases. Based on this hypothesis using a sparse representation framework, this study introduces a new classification approach to distinguish true HFOs from the pseudo-events that mislead seizure onset zone (SOZ) localization. Moreover, we further classified the HFOs into ripples and …

Number-Time Interaction: Search For A Common Magnitude System In A Cross-Modal Setting

Faculty, Staff and Student Publications

A theory of magnitude (ATOM) suggests that a generalized magnitude system in the brain processes magnitudes such as space, time, and numbers. Numerous behavioral and neurocognitive studies have provided support to ATOM theory. However, the evidence for common magnitude processing primarily comes from the studies in which numerical and temporal information are presented visually. Our current understanding of such cross-dimensional magnitude interactions is limited to visual modality only. However, it is still unclear whether the ATOM-framework accounts for the integration of cross-modal magnitude information. To examine the cross-modal influence of numerical magnitude on temporal processing of the tone, we conducted …

Double-Inlet Left Ventricle

Faculty, Staff and Student Publications

Double-inlet left ventricle (DILV) is most frequent among univentricular atrioventricular connections. In DILV, there is a single functioning ventricle, most commonly with left ventricular structure. This chamber receives both atrioventricular valves and is connected to an outlet chamber with morphologic features of the right ventricle. The great vessels are often transposed, and pulmonary stenosis is seen in two-thirds of patients. The anatomy and pathophysiology can be defined by echo-Doppler studies with a rare need for other imaging studies. The management is mostly related to the nature of associated heart defects and the degree of pathophysiological abnormality. When the infants present …

Ms 059 Guide To Samuel Dreizen, Dds, Md Papers (1946-1992), Samuel Dreizen (1918-1994)

Manuscript Finding Aids

The Samuel Dreizen, DDS, MD papers contains 35mm slides, glass slides, reprints, medical and dental school course notes, lecture notes, faculty workshop records, and models that document Dr. Dreizen's education, work, and colleagues in the field of dentistry. Collection includes records from University of Texas Health Science Center at Houston and UT Dental Branch. See more at MS 059.

A Review Of The Directory Of Open Access Journals, Travis F. Holder

Library Staff Publications

The Directory of Open Access Journals (DOAJ) is a freely available index of journals that are published using an open access model. The site promotes peer-reviewed open access scholarship from around the world and is of interest to anyone seeking to evaluate or publish in an open access journal.

Cardiovascular Outcomes Of Transradial Versus Transfemoral Percutaneous Coronary Intervention In End-Stage Renal Disease: A Regression-Based Comparison, Noora Alhajri, Rajendra Shah, Mohamed Zghouzi, Fnu Zafrullah, Prasana M Sengodon, Muhammad Zia Khan, Waqas Ullah, Mahboob Alam, Sudharshan Balla, Nasser Lakkis, Akram Kawsara, Ramesh Daggubati, M Chadi Alraies

Faculty, Staff and Students Publications

Background: Limited data is available on the comparison of outcomes of transradial (TR) and transfemoral (TF) access for percutaneous coronary intervention (PCI) in patients with end-stage stage renal disease (ESRD).

Methods: Online databases were queried to compare cardiovascular outcomes among TR. and TF in ESRD patients. The outcomes assessed included differences in mortality, cerebrovascular accidents (CVA), periprocedural myocardial infarction (MI), bleeding, transfusion, and periprocedural cardiogenic shock (CS). Unadjusted odds ratios (OR) were calculated using a random-effect effect model.

Results: A total of 6 studies including 7,607 patients (TR-PCI = 1,288; TF-PCI = 6,319) were included. The overall mean age was …

Genome-Wide Interaction Analysis Identified Low-Frequency Variants With Sex Disparity In Lung Cancer Risk, Jinyoung Byun, Chao Cheng, Yohan Bossé, James Mckay, Demetrios Albanes, Stephen Lam, Adonina Tardon, Chu Chen, Stig E Bojesen, Maria T Landi, Mattias Johansson, Angela Risch, Heike Bickeböller, H-Erich Wichmann, David C Christiani, Gad Rennert, Susanne Arnold, Gary Goodman, John K Field, Michael P A Davies, Sanjay S Shete, Loic Le Marchand, Olle Melander, Hans Brunnström, Geoffrey Liu, Rayjean J Hung, Angeline S Andrew, Lambertus A Kiemeney, Hongbing Shen, Ryan Sun, Shan Zienolddiny, Kjell Grankvist, Mikael Johansson, Neil Caporaso, Dawn M Teare, Yun-Chul Hong, Philip Lazarus, Matthew B Schabath, Melinda C Aldrich, Ann G Schwartz, Ivan Gorlov, Kristen Purrington, Ping Yang, Yanhong Liu, Younghun Han, Joan E Bailey-Wilson, Susan M Pinney, Diptasri Mandal, James C Willey, Colette Gaba, Paul Brennan, Christopher I Amos, Integral-Ilcco Lung Cancer Consortium

Faculty, Staff and Students Publications

Differences by sex in lung cancer incidence and mortality have been reported which cannot be fully explained by sex differences in smoking behavior, implying existence of genetic and molecular basis for sex disparity in lung cancer development. However, the information about sex dimorphism in lung cancer risk is quite limited despite the great success in lung cancer association studies. By adopting a stringent two-stage analysis strategy, we performed a genome-wide gene-sex interaction analysis using genotypes from a lung cancer cohort including ~ 47 000 individuals with European ancestry. Three low-frequency variants (minor allele frequency < 0.05), rs17662871 [odds ratio (OR) = 0.71, P = 4.29×10-8); rs79942605 (OR = 2.17, P = 2.81×10-8) and rs208908 (OR = 0.70, P = 4.54×10-8) were identified with different risk effect of lung cancer between men and women. Further expression quantitative trait loci and functional annotation analysis suggested rs208908 affects lung cancer risk through differential regulation of Coxsackie virus and adenovirus receptor gene expression in lung tissues between men and women. Our study is one of the first studies to provide novel insights about the genetic and molecular basis for sex disparity in lung cancer development.

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, …

Non-Linear Machine Learning Models Incorporating Snps And Prs Improve Polygenic Prediction In Diverse Human Populations, Jennifer A Brody, Laura Raffield, Yan Gao, Han Chen, Paul De Vries, Donald M Lloyd-Jones, Leslie A Lange, Gina M Peloso, Myriam Fornage, Jerome I Rotter, Stephen S Rich, Alanna C Morrison, Bruce M Psaty, Daniel Levy, Susan Redline, Nhlbi’S Trans-Omics In Precision Medicine (Topmed) Consortium, Tamar Sofer

Faculty, Staff and Student Publications

Polygenic risk scores (PRS) are commonly used to quantify the inherited susceptibility for a trait, yet they fail to account for non-linear and interaction effects between single nucleotide polymorphisms (SNPs). We address this via a machine learning approach, validated in nine complex phenotypes in a multi-ancestry population. We use an ensemble method of SNP selection followed by gradient boosted trees (XGBoost) to allow for non-linearities and interaction effects. We compare our results to the standard, linear PRS model developed using PRSice, LDpred2, and lassosum2. Combining a PRS as a feature in an XGBoost model results in a relative increase in …

Feasibility And Acceptability Of An Active Video Game-Based Physical Activity Support Group (Pink Warrior) For Survivors Of Breast Cancer: Randomized Controlled Pilot Trial, Michael D Swartz, Stephanie J Wells, H Colleen Silva, Elizabeth J Lyons

Faculty, Staff and Student Publications

BACKGROUND: Survivors of breast cancer with functional limitations have a 40% higher mortality rate than those without. Despite the known benefits of physical activity (PA),

OBJECTIVE: We aimed to determine the feasibility and acceptability of a group AVG-based multicomponent PA intervention and estimate its effect size and variability on PA and physical function in female survivors of breast cancer in a clinic setting.

METHODS: Female survivors of breast cancer (N=60) were recruited through the clinic and randomly assigned to the intervention group (12 weekly sessions) or the control group (existing support group). The intervention group received game-based pedometers and participated …

Generalization In Quantum Machine Learning From Few Training Data, Andrew Sornborger

Faculty, Staff and Student Publications

Modern quantum machine learning (QML) methods involve variationally optimizing a parameterized quantum circuit on a training data set, and subsequently making predictions on a testing data set (i.e., generalizing). In this work, we provide a comprehensive study of generalization performance in QML after training on a limited number N of training data points. We show that the generalization error of a quantum machine learning model with T trainable gates scales at worst as [Formula: see text]. When only K ≪ T gates have undergone substantial change in the optimization process, we prove that the generalization error improves to [Formula: see …