Digital Commons Network^™

Das181 Treatment Of Severe Lower Respiratory Tract Parainfluenza Virus Infection In Immunocompromised Patients: A Phase 2 Randomized, Placebo-Controlled Study, Roy F Chemaly, Francisco M Marty, Cameron R Wolfe, Steven J Lawrence, Sanjeet Dadwal, Rosemary Soave, Jason Farthing, Stephen Hawley, Paul Montanez, Jimmy Hwang, Jennifer Hui-Chun Ho, Stanley Lewis, George Wang, Michael Boeckh

2020-Current year OA Pubs

BACKGROUND: There are no antiviral therapies for parainfluenza virus (PIV) infections. DAS181, a sialidase fusion protein, has demonstrated activity in in vitro and in animal models of PIV.

METHODS: Adult immunocompromised patients diagnosed with PIV lower respiratory tract infection (LRTI) who required oxygen supplementation were randomized 2:1 to nebulized DAS181 (4.5 mg/day) or matching placebo for up to 10 days. Randomization was stratified by need for mechanical ventilation (MV) or supplemental oxygen (SO). The primary endpoint was the proportion of patients reaching clinical stability survival (CSS) defined as returning to room air (RTRA), normalization of vital signs for at least …

Gene Expression Profiles Compared In Environmental And Malnutrition Enteropathy In Zambian Children And Adults, Paul Kelly, Beatrice Amadi, Kanta Chandwe, Ellen Besa, Kanekwa Zyambo, Mubanga Chama, Phillip I Tarr, Nurmohammad Shaikh, I. Malick Ndao, Chad Storer, Richard Head

Open Access Publications

BACKGROUND: Environmental enteropathy (EE) contributes to growth failure in millions of children worldwide, but its relationship to clinical malnutrition has not been elucidated. We used RNA sequencing to compare duodenal biopsies from adults and children with EE, and from children with severe acute malnutrition (SAM), to define key features of these malnutrition-related enteropathies.

METHODS: RNA was extracted and sequenced from biopsies of children with SAM in hospital (n=27), children with non-responsive stunting in the community (n=30), and adults living in the same community (n=37) using an identical sequencing and analysis pipeline. Two biopsies each were profiled and differentially expressed genes …

Cell-Free Dna Ultra-Low-Pass Whole Genome Sequencing To Distinguish Malignant Peripheral Nerve Sheath Tumor (Mpnst) From Its Benign Precursor Lesion: A Cross-Sectional Study, Jeffrey J. Szymanski, R. Taylor Sundby, Paul A. Jones, Divya Srihari, Noah Earland, Peter K. Harris, Wenjia Feng, Faridi Qaium, Haiyan Lei, David Roberts, Michele Landeau, Jamie Bell, Yi Huang, Leah Hoffman, Melissa Spencer, Matthew B. Spraker, Li Ding, Brigitte C. Widemann, Jack F. Shern, Angela C. Hirbe, Aadel A. Chaudhuri

Open Access Publications

BACKGROUND: The leading cause of mortality for patients with the neurofibromatosis type 1 (NF1) cancer predisposition syndrome is the development of malignant peripheral nerve sheath tumor (MPNST), an aggressive soft tissue sarcoma. In the setting of NF1, this cancer type frequently arises from within its common and benign precursor, plexiform neurofibroma (PN). Transformation from PN to MPNST is challenging to diagnose due to difficulties in distinguishing cross-sectional imaging results and intralesional heterogeneity resulting in biopsy sampling errors.

METHODS AND FINDINGS: This multi-institutional study from the National Cancer Institute and Washington University in St. Louis used fragment size analysis and ultra-low-pass …

Tumor-On-Chip Modeling Of Organ-Specific Cancer And Metastasis, Nuala Del Piccolo, Venktesh S Shirure, Ye Bi, S Peter Goedegebuure, Sepideh Gholami, Christopher C W Hughes, Ryan C Fields, Steven C George

2020-Current year OA Pubs

Every year, cancer claims millions of lives around the globe. Unfortunately, model systems that accurately mimic human oncology - a requirement for the development of more effective therapies for these patients - remain elusive. Tumor development is an organ-specific process that involves modification of existing tissue features, recruitment of other cell types, and eventual metastasis to distant organs. Recently, tissue engineered microfluidic devices have emerged as a powerful in vitro tool to model human physiology and pathology with organ-specificity. These organ-on-chip platforms consist of cells cultured in 3D hydrogels and offer precise control over geometry, biological components, and physiochemical properties. …

Identification Of Structures For Ion Channel Kinetic Models, Kathryn E. Mangold, Wei Wang, Eric K. Johnson, Druv Bhagavan, Jonathan D. Moreno, Jeanne M. Nerbonne, Jonathan R. Silva

Open Access Publications

Markov models of ion channel dynamics have evolved as experimental advances have improved our understanding of channel function. Past studies have examined limited sets of various topologies for Markov models of channel dynamics. We present a systematic method for identification of all possible Markov model topologies using experimental data for two types of native voltage-gated ion channel currents: mouse atrial sodium currents and human left ventricular fast transient outward potassium currents. Successful models identified with this approach have certain characteristics in common, suggesting that aspects of the model topology are determined by the experimental data. Incorporating these channel models into …

Urine Tumor Dna Detection Of Minimal Residual Disease In Muscle-Invasive Bladder Cancer Treated With Curative-Intent Radical Cystectomy: A Cohort Study, Pradeep S. Chauhan, Kevin Chen, Ramandeep K. Babbra, Wenjia Feng, Nadja Pejovic, Armaan Nallicheri, Peter K. Harris, Katherine Dienstbach, Andrew Atkocius, Lenon Maguire, Faridi Qaium, Jeffrey J. Szymanski, Brian C. Baumann, Li Ding, Dengfeng Cao, Melissa A. Reimers, Eric H. Kim, Zachary L. Smith, Vivek K. Arora, Aadel A. Chaudhuri

Open Access Publications

BACKGROUND: The standard of care treatment for muscle-invasive bladder cancer (MIBC) is radical cystectomy, which is typically preceded by neoadjuvant chemotherapy. However, the inability to assess minimal residual disease (MRD) noninvasively limits our ability to offer bladder-sparing treatment. Here, we sought to develop a liquid biopsy solution via urine tumor DNA (utDNA) analysis.

METHODS AND FINDINGS: We applied urine Cancer Personalized Profiling by Deep Sequencing (uCAPP-Seq), a targeted next-generation sequencing (NGS) method for detecting utDNA, to urine cell-free DNA (cfDNA) samples acquired between April 2019 and November 2020 on the day of curative-intent radical cystectomy from 42 patients with localized …

The Alternative Serotonin Transporter Promoter P2 Impacts Gene Function In Females With Irritable Bowel Syndrome, Sandra Mohr, Gregory Sayuk, Et Al

Open Access Publications

Irritable bowel syndrome (IBS) is a gut-brain disorder in which symptoms are shaped by serotonin acting centrally and peripherally. The serotonin transporter gene SLC6A4 has been implicated in IBS pathophysiology, but the underlying genetic mechanisms remain unclear. We sequenced the alternative P2 promoter driving intestinal SLC6A4 expression and identified single nucleotide polymorphisms (SNPs) that were associated with IBS in a discovery sample. Identified SNPs built different haplotypes, and the tagging SNP rs2020938 seems to associate with constipation-predominant IBS (IBS-C) in females. rs2020938 validation was performed in 1978 additional IBS patients and 6,038 controls from eight countries. Meta-analysis on data from …

Dietary Compliance In A Randomized Double-Blind Infant Feeding Trial During Infancy Aiming At Prevention Of Type 1 Diabetes, Suvi M Virtanen, Marilyn Tanner-Blasiar, Et Al

Open Access Publications

The international Trial to Reduce IDDM in the Genetically at Risk (TRIGR) tested the hypothesis whether extensively hydrolyzed casein-based versus regular cow's milk-based infant formula reduces the risk of type 1 diabetes. We describe dietary compliance in the trial in terms of study formula intake, feeding of nonrecommended foods, and serum cow's milk antibody concentration reflecting intake of cow's milk protein among 2,159 eligible newborn infants with a biological first-degree relative affected by type 1 diabetes and with HLA-conferred susceptibility to type 1 diabetes. The participating infants were introduced to the study formula feeding at the median age of 15 …

Non-Motor Phenotypic Subgroups In Adult-Onset Idiopathic, Isolated, Focal Cervical Dystonia, Megan E Wadon, Joel S Perlmutter, Et Al

Open Access Publications

BACKGROUND: Non-motor symptoms are well established phenotypic components of adult-onset idiopathic, isolated, focal cervical dystonia (AOIFCD). However, improved understanding of their clinical heterogeneity is needed to better target therapeutic intervention. Here, we examine non-motor phenotypic features to identify possible AOIFCD subgroups.

METHODS: Participants diagnosed with AOIFCD were recruited via specialist neurology clinics (dystonia wales: n = 114, dystonia coalition: n = 183). Non-motor assessment included psychiatric symptoms, pain, sleep disturbance, and quality of life, assessed using self-completed questionnaires or face-to-face assessment. Both cohorts were analyzed independently using Cluster, and Bayesian multiple mixed model phenotype analyses to investigate the relationship between …

Decreased Antiviral Immune Response Within The Central Nervous System Of Aged Mice Is Associated With Increased Lethality Of West Nile Virus Encephalitis, Kristen E Funk, Artem D Arutyunov, Pritesh Desai, James P White, Allison L Soung, Sarah F Rosen, Michael S Diamond, Robyn S Klein

Open Access Publications

West Nile virus (WNV) is an emerging pathogen that causes disease syndromes ranging from a mild flu-like illness to encephalitis. While the incidence of WNV infection is fairly uniform across age groups, the risk of lethal encephalitis increases with advanced age. Prior studies have demonstrated age-related, functional immune deficits that limit systemic antiviral immunity and increase mortality; however, the effect of age on antiviral immune responses specifically within the central nervous system (CNS) is unknown. Here, we show that aged mice exhibit increased peripheral organ and CNS tissue viral burden, the latter of which is associated with alterations in activation …

Radiation Therapy For Vaginal And Perirectal Lesions In Recurrent Ovarian Cancer, E A Johns, J A Stanley, M D Toboni, J K Schwarz, F Zhang, A R Hagemann, K C Fuh, P H Thaker, C K Mccourt, D G Mutch, M A Powell, D Khabele, L M Kuroki

Open Access Publications

The role for localized radiation to treat ovarian cancer (OC) patients with locally recurrent vaginal/perirectal lesions remains unclear, though we hypothesize these patients may be salvaged locally and gain long-term survival benefit. We describe our institutional outcomes using intensity modulated radiation therapy (IMRT) +/- high-dose rate (HDR) brachytherapy to treat this population. Our primary objectives were to evaluate complete response rates of targeted lesions after radiation and calculate our 5-year in-field control (IFC) rate. Secondary objectives were to assess radiation-related toxicities, chemotherapy free-interval (CFI), as well as post-radiation progression-free (PFS) and overall survival (OS). PFS and OS were defined from …

Race And Ethnicity Representation In Clinical Trials: Findings From A Literature Review Of Phase I Oncology Trials, D Ross Camidge, Haeseong Park, Karen E Smoyer, Ira Jacobs, Lauren J Lee, Zemfira Askerova, Justin Mcginnis, Yousef Zakharia

2020-Current year OA Pubs

No abstract provided.

Phase Ii Study Of Durvalumab Plus Tremelimumab As Therapy For Patients With Previously Treated Anti-Pd-1/Pd-L1 Resistant Stage Iv Squamous Cell Lung Cancer (Lung-Map Substudy S1400f, Nct03373760), Natasha B Leighl, Jeffrey D Bradley, Et Al

2020-Current year OA Pubs

INTRODUCTION: S1400F is a non-match substudy of Lung Cancer Master Protocol (Lung-MAP) evaluating the immunotherapy combination of durvalumab and tremelimumab to overcome resistance to anti-programmed death ligand 1 (PD-(L)1) therapy in patients with advanced squamous lung carcinoma (sq non-small-cell lung cancer (NSCLC)).

METHODS: Patients with previously treated sqNSCLC with disease progression after anti-PD-(L)1 monotherapy, who did not qualify for any active molecularly targeted Lung-MAP substudies, were eligible. Patients received tremelimumab 75 mg plus durvalumab 1500 mg once every 28 days for four cycles then durvalumab alone every 28 days until disease progression. The primary endpoint was the objective response rate …

De-Identification Procedures For Magnetic Resonance Images And The Impact On Structural Brain Measures At Different Ages, Elizabeth E L Buimer, Hugo G Schnack, Yaron Caspi, Neeltje E M Van Haren, Mikhail Milchenko, Pascal Pas, Alzheimer's Disease Neuroimaging Initiative, Hilleke E Hulshoff Pol, Rachel M Brouwer

2020-Current year OA Pubs

Surface rendering of MRI brain scans may lead to identification of the participant through facial characteristics. In this study, we evaluate three methods that overwrite voxels containing privacy-sensitive information: Face Masking, FreeSurfer defacing, and FSL defacing. We included structural T1-weighted MRI scans of children, young adults and older adults. For the young adults, test-retest data were included with a 1-week interval. The effects of the de-identification methods were quantified using different statistics to capture random variation and systematic noise in measures obtained through the FreeSurfer processing pipeline. Face Masking and FSL defacing impacted brain voxels in some scans especially in …

Developmental Differences In Affective Representation Between Prefrontal And Subcortical Structures, William J Mitchell, Lindsey J Tepfer, Nicole M Henninger, Susan B Perlman, Vishnu P Murty, Chelsea Helion

2020-Current year OA Pubs

Developmental studies have identified differences in prefrontal and subcortical affective structures between children and adults, which correspond with observed cognitive and behavioral maturations from relatively simplistic emotional experiences and expressions to more nuanced, complex ones. However, developmental changes in the neural representation of emotions have not yet been well explored. It stands to reason that adults and children may demonstrate observable differences in the representation of affect within key neurological structures implicated in affective cognition. Forty-five participants (25 children; 20 adults) passively viewed positive, negative, and neutral clips from popular films while undergoing functional magnetic resonance imaging (fMRI). Using representational …

Altered Neuronal Physiology, Development, And Function Associated With A Common Chromosome 15 Duplication Involving Chrna7, Kesavan Meganathan, Ramachandran Prakasam, Dustin Baldridge, Paul Gontarz, Bo Zhang, Fumihiko Urano, Azad Bonni, Susan E Maloney, Tychele N Turner, James E Huettner, John N Constantino, Kristen L Kroll

2020-Current year OA Pubs

BACKGROUND: Copy number variants (CNVs) linked to genes involved in nervous system development or function are often associated with neuropsychiatric disease. While CNVs involving deletions generally cause severe and highly penetrant patient phenotypes, CNVs leading to duplications tend instead to exhibit widely variable and less penetrant phenotypic expressivity among affected individuals. CNVs located on chromosome 15q13.3 affecting the alpha-7 nicotinic acetylcholine receptor subunit (CHRNA7) gene contribute to multiple neuropsychiatric disorders with highly variable penetrance. However, the basis of such differential penetrance remains uncharacterized. Here, we generated induced pluripotent stem cell (iPSC) models from first-degree relatives with a 15q13.3 duplication and …

The Informed Road Map To Prevention Of Alzheimer Disease: A Call To Arms, Eric Mcdade, Jorge J Llibre-Guerra, David M Holtzman, John C Morris, Randall J Bateman

2020-Current year OA Pubs

Alzheimer disease (AD) prevention trials hold the promise to delay or prevent cognitive decline and dementia onset by intervening before significant neuronal damage occurs. In recent years, the first AD prevention trials have launched and are yielding important findings on the biology of targeting asymptomatic AD pathology. However, there are limitations that impact the design of these prevention trials, including the translation of animal models that recapitulate key stages and multiple pathological aspects of the human disease, missing target validation in asymptomatic disease, uncertain causality of the association of pathophysiologic changes with cognitive and clinical symptoms, and limited biomarker validation …

Significant Regional Differences In Antibiotic Use Across 576 Us Hospitals And 11 701 326 Adult Admissions, 2016-2017, Katherine E Goodman, Sara E Cosgrove, Lisa Pineles, Laurence S Magder, Deverick J Anderson, Elizabeth Dodds Ashley, Ronald E Polk, Hude Quan, William E Trick, Keith F Woeltje, Surbhi Leekha, Anthony D Harris

2020-Current year OA Pubs

BACKGROUND: Quantifying the amount and diversity of antibiotic use in United States hospitals assists antibiotic stewardship efforts but is hampered by limited national surveillance. Our study aimed to address this knowledge gap by examining adult antibiotic use across 576 hospitals and nearly 12 million encounters in 2016-2017.

METHODS: We conducted a retrospective study of patients aged ≥ 18 years discharged from hospitals in the Premier Healthcare Database between 1 January 2016 and 31 December 2017. Using daily antibiotic charge data, we mapped antibiotics to mutually exclusive classes and to spectrum of activity categories. We evaluated relationships between facility and case-mix …

Eeg/Erp As A Pragmatic Method To Expand The Reach Of Infant-Toddler Neuroimaging In Hbcd: Promises And Challenges, Elizabeth S Norton, Leigha A Macneill, Emily M Harriott, Norrina Allen, Sheila Krogh-Jespersen, Christopher D Smyser, Cynthia E Rogers, Tara A Smyser, Joan Luby, Lauren Wakschlag

Open Access Publications

Though electrophysiological measures (EEG and ERP) offer complementary information to MRI and a variety of advantages for studying infants and young children, these measures have not yet been included in large cohort studies of neurodevelopment. This review summarizes the types of EEG and ERP measures that could be used in the HEALthy Brain and Cognitive Development (HBCD) study, and the promises and challenges in doing so. First, we provide brief overview of the use of EEG/ERP for studying the developing brain and discuss exemplar findings, using resting or baseline EEG measures as well as the ERP mismatch negativity (MMN) as …

Systematic Analysis Of Sars-Cov-2 Infection Of An Ace2-Negative Human Airway Cell, Maritza Puray-Chavez, Kyle M Lapak, Jennifer L Elliott, Dhaval P Bhatt, Ria Jasuja, Dana Q Lawson, Keanu Davis, Paul W Rothlauf, Zhuoming Liu, Nakyung Lee, Kasyap Tenneti, Jenna E Eschbach, Christian Shema Mugisha, Hung R Vuong, Laura A Vanblargan, Adam L Bailey, Michael S Diamond, Sean P J Whelan, Amjad Horani, Steven L Brody, Dennis Goldfarb, M Ben Major, Sebla B Kutluay, Et Al

Open Access Publications

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) spike (S) variants govern transmissibility, responsiveness to vaccination, and disease severity. In a screen for new models of SARS-CoV-2 infection, we identify human H522 lung adenocarcinoma cells as naturally permissive to SARS-CoV-2 infection despite complete absence of angiotensin-converting enzyme 2 (ACE2) expression. Remarkably, H522 infection requires the E484D S variant; viruses expressing wild-type S are not infectious. Anti-S monoclonal antibodies differentially neutralize SARS-CoV-2 E484D S in H522 cells as compared to ACE2-expressing cells. Sera from vaccinated individuals block this alternative entry mechanism, whereas convalescent sera are less effective. Although the H522 receptor remains …

Coding And Noncoding Variants In Ebf3 Are Involved In Hadds And Simplex Autism, Evin M Padhi, Jeffrey K Ng, Elvisa Mehinovic, Tychele N Turner, Et Al.

2020-Current year OA Pubs

BACKGROUND: Previous research in autism and other neurodevelopmental disorders (NDDs) has indicated an important contribution of protein-coding (coding) de novo variants (DNVs) within specific genes. The role of de novo noncoding variation has been observable as a general increase in genetic burden but has yet to be resolved to individual functional elements. In this study, we assessed whole-genome sequencing data in 2671 families with autism (discovery cohort of 516 families, replication cohort of 2155 families). We focused on DNVs in enhancers with characterized in vivo activity in the brain and identified an excess of DNVs in an enhancer named hs737. …

Patient-Derived Ipsc-Cerebral Organoid Modeling Of The 17q11.2 Microdeletion Syndrome Establishes Crlf3 As A Critical Regulator Of Neurogenesis, Michelle L Wegscheid, Corina Anastasaki, Kelly A Hartigan, Olivia M Cobb, Jason B Papke, Jennifer N Traber, Stephanie M Morris, David H Gutmann

Open Access Publications

Neurodevelopmental disorders are often caused by chromosomal microdeletions comprising numerous contiguous genes. A subset of neurofibromatosis type 1 (NF1) patients with severe developmental delays and intellectual disability harbors such a microdeletion event on chromosome 17q11.2, involving the NF1 gene and flanking regions (NF1 total gene deletion [NF1-TGD]). Using patient-derived human induced pluripotent stem cell (hiPSC)-forebrain cerebral organoids (hCOs), we identify both neural stem cell (NSC) proliferation and neuronal maturation abnormalities in NF1-TGD hCOs. While increased NSC proliferation results from decreased NF1/RAS regulation, the neuronal differentiation, survival, and maturation defects are caused by reduced cytokine receptor-like factor 3 (CRLF3) expression and …

A Deep Learning Algorithm To Translate And Classify Cardiac Electrophysiology, Parya Aghasafari, Pei-Chi Yang, Divya C. Kernik, Kazuho Sakamoto, Yasunari Kanda, Junko Kurokawa, Igor Vorobyov, Colleen E. Clancy

Open Access Publications

The development of induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) has been a critical in vitro advance in the study of patient-specific physiology, pathophysiology, and pharmacology. We designed a new deep learning multitask network approach intended to address the low throughput, high variability, and immature phenotype of the iPSC-CM platform. The rationale for combining translation and classification tasks is because the most likely application of the deep learning technology we describe here is to translate iPSC-CMs following application of a perturbation. The deep learning network was trained using simulated action potential (AP) data and applied to classify cells into the drug-free …

A Phase Ii Study Of Everolimus In Patients With Advanced Solid Malignancies With Tsc1, Tsc2, Nf1, Nf2 Or Stk11 Mutations, Siddhartha Devarakonda, Bruna Pellini, Luke Verghese, Haeseong Park, Daniel Morgensztern, Ramaswamy Govindan, Rama Suresh, Peter Oppelt, Maria Q. Baggstrom, Ningying Wu, Saiama N. Waqar

Open Access Publications

Background: Activation of the mTOR pathway has been implicated in the development of several malignancies and alterations in

Methods: A total of 12 patients with histologically confirmed diagnosis of advanced solid tumors (metastatic, recurrent, or unresectable) with mutations in

Results: Of 12 patients enrolled, 8 were evaluable for response at the end of 2 cycles. One complete response (CR) was observed (12.5%) and one patient (12.5%) had stable disease (SD), while six (75%) patients showed disease progression. Everolimus was overall well tolerated with anemia, decreased neutrophil and lymphocyte counts, peripheral edema and hyperglycemia representing the most common adverse events. One …

Machine Learning For Modeling The Progression Of Alzheimer Disease Dementia Using Clinical Data: A Systematic Literature Review, Sayantan Kumar, Inez Oh, Suzanne Schindler, Albert M Lai, Philip R O Payne, Aditi Gupta

2020-Current year OA Pubs

OBJECTIVE: Alzheimer disease (AD) is the most common cause of dementia, a syndrome characterized by cognitive impairment severe enough to interfere with activities of daily life. We aimed to conduct a systematic literature review (SLR) of studies that applied machine learning (ML) methods to clinical data derived from electronic health records in order to model risk for progression of AD dementia.

MATERIALS AND METHODS: We searched for articles published between January 1, 2010, and May 31, 2020, in PubMed, Scopus, ScienceDirect, IEEE Explore Digital Library, Association for Computing Machinery Digital Library, and arXiv. We used predefined criteria to select relevant …

Riociguat: Clinical Research And Evolving Role In Therapy, James R Klinger, Murali M Chakinala, David Langleben, Stephan Rosenkranz, Olivier Sitbon

2020-Current year OA Pubs

Riociguat is a first-in-class soluble guanylate cyclase stimulator, approved for the treatment of adults with pulmonary arterial hypertension (PAH), inoperable chronic thromboembolic pulmonary hypertension (CTEPH), or persistent or recurrent CTEPH after pulmonary endarterectomy. Approval was based on the results of the phase III PATENT-1 (PAH) and CHEST-1 (CTEPH) studies, with significant improvements in the primary endpoint of 6-minute walk distance vs placebo of +36 m and +46 m, respectively, as well as improvements in secondary endpoints such as pulmonary vascular resistance and World Health Organization functional class. Riociguat acts as a stimulator of cyclic guanosine monophosphate synthesis rather than as …

Npc1 Regulates The Distribution Of Phosphatidylinositol 4-Kinases At Golgi And Lysosomal Membranes, Candice Kutchukian, Oscar Vivas, Maria Casas, Julia G Jones, Scott A Tiscione, Sergi Simó, Daniel S Ory, Rose E Dixon, Eamonn J Dickson

Open Access Publications

Cholesterol and phosphoinositides (PI) are two critically important lipids that are found in cellular membranes and dysregulated in many disorders. Therefore, uncovering molecular pathways connecting these essential lipids may offer new therapeutic insights. We report that loss of function of lysosomal Niemann-Pick Type C1 (NPC1) cholesterol transporter, which leads to neurodegenerative NPC disease, initiates a signaling cascade that alters the cholesterol/phosphatidylinositol 4-phosphate (PtdIns4P) countertransport cycle between Golgi-endoplasmic reticulum (ER), as well as lysosome-ER membrane contact sites (MCS). Central to these disruptions is increased recruitment of phosphatidylinositol 4-kinases-PI4KIIα and PI4KIIIβ-which boosts PtdIns4P metabolism at Golgi and lysosomal membranes. Aberrantly increased PtdIns4P …

Predicting The Environmental Suitability For Onchocerciasis In Africa As An Aid To Elimination Planning, Elizabeth A. Cromwell, Ziyad Al-Aly, Et Al

Open Access Publications

Recent evidence suggests that, in some foci, elimination of onchocerciasis from Africa may be feasible with mass drug administration (MDA) of ivermectin. To achieve continental elimination of transmission, mapping surveys will need to be conducted across all implementation units (IUs) for which endemicity status is currently unknown. Using boosted regression tree models with optimised hyperparameter selection, we estimated environmental suitability for onchocerciasis at the 5 × 5-km resolution across Africa. In order to classify IUs that include locations that are environmentally suitable, we used receiver operating characteristic (ROC) analysis to identify an optimal threshold for suitability concordant with locations where …

Machine Learning Liver-Injuring Drug Interactions With Non-Steroidal Anti-Inflammatory Drugs (Nsaids) From A Retrospective Electronic Health Record (Ehr) Cohort, Arghya Datta, Noah R. Flynn, Dustyn A. Barnette, Keith F. Woeltje, Grover P. Miller, S. Joshua Swamidass

Open Access Publications

Drug-drug interactions account for up to 30% of adverse drug reactions. Increasing prevalence of electronic health records (EHRs) offers a unique opportunity to build machine learning algorithms to identify drug-drug interactions that drive adverse events. In this study, we investigated hospitalizations' data to study drug interactions with non-steroidal anti-inflammatory drugs (NSAIDS) that result in drug-induced liver injury (DILI). We propose a logistic regression based machine learning algorithm that unearths several known interactions from an EHR dataset of about 400,000 hospitalization. Our proposed modeling framework is successful in detecting 87.5% of the positive controls, which are defined by drugs known to …

Enabling Qualitative Research Data Sharing Using A Natural Language Processing Pipeline For Deidentification: Moving Beyond Hipaa Safe Harbor Identifiers, Aditi Gupta, Albert Lai, Jessica Mozersky, Xiaoteng Ma, Heidi Walsh, James M Dubois

2020-Current year OA Pubs

OBJECTIVE: Sharing health research data is essential for accelerating the translation of research into actionable knowledge that can impact health care services and outcomes. Qualitative health research data are rarely shared due to the challenge of deidentifying text and the potential risks of participant reidentification. Here, we establish and evaluate a framework for deidentifying qualitative research data using automated computational techniques including removal of identifiers that are not considered HIPAA Safe Harbor (HSH) identifiers but are likely to be found in unstructured qualitative data.

MATERIALS AND METHODS: We developed and validated a pipeline for deidentifying qualitative research data using automated …