Digital Commons Network^™

Associations Of Maternal Resources With Care Behaviours Differ By Resource And Behaviour, Sulochana Basnet, Edward A. Frongillo Jr., Phuong Hong Nguyen, Spencer Moore, Mandana Arabi

Faculty Publications

Care is important for children's growth and development, but lack or inadequacy of resources for care can constrain appropriate caregiving. The objectives of this study were to examine whether maternal resources for care are associated with care behaviours specifically infant and young child feeding, hygiene, health-seeking, and family care behaviours. The study also examined if some resources for care are more important than others. This study used baseline Alive & Thrive household surveys from Bangladesh, Vietnam, and Ethiopia. Measures of resources for care were maternal education, knowledge, height, nourishment, mental well-being, decision-making autonomy, employment, support in chores, and perceived instrumental …

Clinical Performance Of The Novel Genmark Dx Eplex Blood Culture Id Gram-Positive Panel, Karen C. Carroll, Jennifer L. Reid, Adam Thornberg, Natalie N. Whitfield, Deirdre Trainor, Shawna Lewis, Teresa Wakefield, Thomas E. Davis, Keisha G. Church, Linoj Samuel, Ray Mills, Patricia Jim, Stephen Young, Frederick S. Nolte

Pathology Research and Scholarship

Rapid identification from positive blood cultures is standard of care (SOC) in many clinical microbiology laboratories. The GenMark Dx ePlex Blood Culture Identification Gram-Positive (BCID-GP) Panel is a multiplex nucleic acid amplification assay based on competitive DNA hybridization and electrochemical detection using eSensor technology. This multicenter study compared the investigational-use-only (IUO) BCID-GP Panel to other methods of identification of 20 Gram-positive bacteria, four antimicrobial resistance genes, and both Pan

Thrombotic, Inflammatory, And Hif-Regulated Genes And Thrombosis Risk In Polycythemia Vera And Essential Thrombocythemia, Radhika Gangaraju, Jihyun Song, Soo Jin Kim, Tsewang Tashi, Brandi N Reeves, Krishna M Sundar, Perumal Thiagarajan, Josef T Prchal

Faculty, Staff and Students Publications

Thrombosis is a major cause of morbidity and mortality in polycythemia vera (PV) and essential thrombocythemia (ET). The pathophysiology of thrombosis in these disorders remains unclear, and we hypothesized that upregulation of thrombotic, inflammatory, and hypoxia-inducible factor (HIF)-regulated genes may play a role in it. We performed unbiased RNA sequencing in granulocytes and platelets of PV patients and found differential expression of several thrombotic, inflammatory, and HIF-regulated genes. The expression of many of these genes positively correlated with JAK2 expression and JAK2V617F allelic burden. We then validated these findings by quantitative polymerase chain reaction analyses of selected gene transcripts in …

Pediatric Resident Knowledge, Experience, Comfort, And Perceived Competency In Providing Sibling Psychosocial Support., David Buchbinder, Sonam Sidhu, Melissa A. Alderfer, Anne Lown, Russ C. Kolarik, Tommy Wang

Department of Pediatrics Faculty Papers

This article is the author’s final published version in International Journal of Medical Education, Volume 11, March 2020, Pages 73-75.

The published version is available at https://doi.org/10.5116/ijme.5e63.6a46. Copyright © Buchbinder et al.

Discovery Of A Bacterial Peptide As A Modulator Of Glp-1 And Metabolic Disease, Catherine Tomaro-Duchesneau, Stephanie L Levalley, Daniel Roeth, Liang Sun, Frank T Horrigan, Markus Kalkum, Joseph M Hyser, Robert A Britton

Faculty, Staff and Students Publications

Early work in rodents highlighted the gut microbiota's importance in metabolic disease, including Type II Diabetes Mellitus (T2DM) and obesity. Glucagon-like peptide-1 (GLP-1), an incretin secreted by L-cells lining the gastrointestinal epithelium, has important functions: promoting insulin secretion, insulin sensitivity, and β-cell mass, while inhibiting gastric emptying and appetite. We set out to identify microbial strains with GLP-1 stimulatory activity as potential metabolic disease therapeutics. Over 1500 human-derived strains were isolated from healthy individuals and screened for GLP-1 modulation by incubating bacterial cell-free supernatants with NCI H716 L-cells. Approximately 45 strains capable of increasing GLP-1 were discovered. All GLP-1 positive …

The Sineb1 Element In The Long Non-Coding Rna Malat1 Is Necessary For Tdp-43 Proteostasis, Tuan M Nguyen, Elena B Kabotyanski, Lucas C Reineke, Jiaofang Shao, Feng Xiong, Joo-Hyung Lee, Julien Dubrulle, Hannah Johnson, Fabio Stossi, Phoebe S Tsoi, Kyoung-Jae Choi, Alexander G Ellis, Na Zhao, Jin Cao, Oluwatoyosi Adewunmi, Josephine C Ferreon, Allan Chris M Ferreon, Joel R Neilson, Michael A Mancini, Xi Chen, Jongchan Kim, Li Ma, Wenbo Li, Jeffrey M Rosen

Faculty, Staff and Students Publications

Transposable elements (TEs) comprise a large proportion of long non-coding RNAs (lncRNAs). Here, we employed CRISPR to delete a short interspersed nuclear element (SINE) in Malat1, a cancer-associated lncRNA, to investigate its significance in cellular physiology. We show that Malat1 with a SINE deletion forms diffuse nuclear speckles and is frequently translocated to the cytoplasm. SINE-deleted cells exhibit an activated unfolded protein response and PKR and markedly increased DNA damage and apoptosis caused by dysregulation of TDP-43 localization and formation of cytotoxic inclusions. TDP-43 binds stronger to Malat1 without the SINE and is likely 'hijacked' by cytoplasmic Malat1 to the …

Pain Squad+ Smartphone App To Support Real-Time Pain Treatment For Adolescents With Cancer: Protocol For A Randomised Controlled Trial., Lindsay Jibb, Paul C Nathan, Vicky Breakey, Conrad Fernandez, Donna Johnston, Victor Lewis, Sarah Mckillop, Serina Patel, Christine Sabapathy, Caron Strahlendorf, J Charles Victor, Myla E Moretti, Cynthia Nguyen, Amos Hundert, Celia Cassiani, Graziella El-Khechen Richandi, Hayley Insull, Rachel Hamilton, Geoffrey Fang, Susan Kuczynski, Jennifer Stinson

Paediatrics Publications

INTRODUCTION: Pain negatively affects the health-related quality of life (HRQL) of adolescents with cancer. The Pain Squad+ smartphone-based application (app), has been developed to provide adolescents with real-time pain self-management support. The app uses a validated pain assessment and personalised pain treatment advice with centralised decision support via a registered nurse to enable real-time pain treatment in all settings. The algorithm informing pain treatment advice is evidence-based and expert-vetted. This trial will longitudinally evaluate the impact of Pain Squad+, with or without the addition of nurse support, on adolescent health and cost outcomes.

METHODS AND ANALYSIS: This will be a …

Public Social Media Consultations For Dermatologic Conditions: An Online Survey, Elizabeth Schoenberg, Doaa Shalabi, Jordan Wang, Nazanin Saedi, Matthew Keller

Department of Dermatology and Cutaneous Biology Faculty Papers

The use of social media in medicine has been increasingly studied in recent years, especially concerning its role in patient outreach, education, diagnosis, and management. Dermatology is a unique field in that patients can post photographs of their skin ailments when seeking online medical advice and information. This study examines the role of public social media consultations for dermatologic conditions. A large portion of patients utilize social media for dermatologic consultations and many do not seek care from a dermatologist afterward. Future studies should trend this phenomenon, especially as the use of social media continues to expand.

Circulating Leptin Levels Are Associated With Adiposity In Survivors Of Childhood Brain Tumors., E Danielle Sims, William J. Jennings, Brianna Empringham, Adam Fleming, Carol Portwine, Donna L. Johnston, Shayna M. Zelcer, Shahrad Rod Rassekh, Sarah Burrow, Lehana Thabane, M Constantine Samaan

Paediatrics Publications

Survivors of Childhood Brain Tumors (SCBT) are at a higher risk of developing cardiovascular disease and type 2 diabetes compared to the general population. Adiposity is an important risk factor for the development of these outcomes, and identifying biomarkers of adiposity may help the stratification of survivors based on their cardiovascular risk or allow for early screening and interventions to improve cardiometabolic outcomes. Leptin is an adipokine that positively correlates with the adipose mass in the general population and is a predictor of adverse cardiometabolic outcomes, yet its association with adiposity in SCBT has not been studied. The aim of …

Adolescent Interventions To Manage Self-Regulation In Type 1 Diabetes (Aims-T1d): Randomized Control Trial Study Protocol., Alison L Miller, Sharon L Lo, Dana K. Albright Phd, Joyce M Lee, Christine M Hunter, Katherine W Bauer, Rosalind King, Katy M Clark, Kiren Chaudhry, Niko Kaciroti, Benjamin Katz, Emily M Fredericks

Health Services and Informatics Research

BACKGROUND: Self-regulation (SR), or the capacity to control one's thoughts, emotions, and behaviors in order to achieve a desired goal, shapes health outcomes through many pathways, including supporting adherence to medical treatment regimens. Type 1 Diabetes (T1D) is one specific condition that requires SR to ensure adherence to daily treatment regimens that can be arduous and effortful (e.g., monitoring blood glucose). Adolescents, in particular, have poor adherence to T1D treatment regimens, yet it is essential that they assume increased responsibility for managing their T1D as they approach young adulthood. Adolescence is also a time of rapid changes in SR capacity …

Evaluation Of Dna Methylation Episignatures For Diagnosis And Phenotype Correlations In 42 Mendelian Neurodevelopmental Disorders., Erfan Aref-Eshghi, Jennifer Kerkhof, Victor P Pedro, Mouna Barat-Houari, Nathalie Ruiz-Pallares, Jean-Christophe Andrau, Didier Lacombe, Julien Van-Gils, Patricia Fergelot, Christèle Dubourg, Valerie Cormier-Daire, Sophie Rondeau, François Lecoquierre, Pascale Saugier-Veber, Gaël Nicolas, Gaetan Lesca, Nicolas Chatron, Damien Sanlaville, Antonio Vitobello, Laurence Faivre, Christel Thauvin-Robinet, Frederic Laumonnier, Martine Raynaud, Mariëlle Alders, Marcel Mannens, Peter Henneman, Raoul C Hennekam, Guillaume Velasco, Claire Francastel, Damien Ulveling, Andrea Ciolfi, Simone Pizzi, Marco Tartaglia, Solveig Heide, Delphine Héron, Cyril Mignot, Boris Keren, Sandra Whalen, Alexandra Afenjar, Thierry Bienvenu, Philippe M Campeau, Justine Rousseau, Michael A Levy, Lauren Brick, Mariya Kozenko, Tugce B Balci, Victoria Mok Siu, Alan Stuart, Mike Kadour, Jennifer Masters, Kyoko Takano, Tjitske Kleefstra, Nicole De Leeuw, Michael Field, Marie Shaw, Jozef Gecz, Peter J Ainsworth, Hanxin Lin, David I Rodenhiser, Michael J Friez, Matt Tedder, Jennifer A Lee, Barbara R Dupont, Roger E Stevenson, Steven A Skinner, Charles E Schwartz, David Genevieve, Bekim Sadikovic

Paediatrics Publications

Genetic syndromes frequently present with overlapping clinical features and inconclusive or ambiguous genetic findings which can confound accurate diagnosis and clinical management. An expanding number of genetic syndromes have been shown to have unique genomic DNA methylation patterns (called "episignatures"). Peripheral blood episignatures can be used for diagnostic testing as well as for the interpretation of ambiguous genetic test results. We present here an approach to episignature mapping in 42 genetic syndromes, which has allowed the identification of 34 robust disease-specific episignatures. We examine emerging patterns of overlap, as well as similarities and hierarchical relationships across these episignatures, to highlight …

Error-Corrected Sequencing Strategies Enable Comprehensive Detection Of Leukemic Mutations Relevant For Diagnosis And Minimal Residual Disease Monitoring, Erin L Crowgey, Nitin Mahajan, Wing Hing Wong, Anilkumar Gopalakrishnapillai, Sonali P Barwe, E Anders Kolb, Todd E Druley

2020-Current year OA Pubs

BACKGROUND: Pediatric leukemias have a diverse genomic landscape associated with complex structural variants, including gene fusions, insertions and deletions, and single nucleotide variants. Routine karyotype and fluorescence in situ hybridization (FISH) techniques lack sensitivity for smaller genomic alternations. Next-generation sequencing (NGS) assays are being increasingly utilized for assessment of these various lesions. However, standard NGS lacks quantitative sensitivity for minimal residual disease (MRD) surveillance due to an inherently high error rate.

METHODS: Primary bone marrow samples from pediatric leukemia (n = 32) and adult leukemia subjects (n = 5), cell line MV4-11, and an umbilical cord sample were utilized for …

Assessing And Expanding The Evidence Base For Project Echo And Echo-Like Models: Findings Of A Technical Expert Panel., Laura J Faherty, Adam J Rose, Andre Chappel, Caroline Taplin, Monique Martineau, Shira H Fischer

Project ECHO Bibliography

BACKGROUND: In 2003, Project ECHO (Extension for Community Healthcare Outcomes) began using technology-enabled collaborative models of care to help general practitioners in rural settings manage hepatitis C. Today, ECHO and ECHO-like models (EELM) have been applied to a variety of settings and health conditions, but the evidence base underlying EELM is thin, despite widespread enthusiasm for the model.

METHODS: In April 2018, a technical expert panel (TEP) meeting was convened to assess the current evidence base for EELM and identify ways to strengthen it.

RESULTS: TEP members identified four strategies for future implementors and evaluators of EELM to address key …

Predictors Of Bicuspid Aortic Valve-Associated Aortopathy In Childhood: A Report From The Mibava Consortium, Michael Grattan, Andrea Prince, Rawan K Rumman, Conall Morgan, Michele Petrovic, Amanda Hauck, Luciana Young, Anders Franco-Cereceda, Bart Loeys, Salah A Mohamed, Harry Dietz, Seema Mital, Chun-Po Steve Fan, Cedric Manlhiot, Gregor Andelfinger, Luc Mertens

Paediatrics Publications

BACKGROUND: Bicuspid aortic valve (BAV) is the most prevalent congenital heart defect affecting 1% to 2% of the population. It is associated with ascending aorta dilatation. Valve morphology, aortic stenosis (AS), and aortic insufficiency (AI) have been proposed as potential risk factors; however, evaluating their role is difficult, as these factors are inherently related. The aim of this study was to determine whether BAV morphology and dysfunction are independent determinants for ascending aorta dilatation in pediatric patients.

METHODS: A multicenter, retrospective, cross-sectional study of pediatric BAV patients followed since 2004 was performed. Imaging data were assessed for BAV morphology, severity …

Osteochondritis Dissecans In Pediatric Patients With Juvenile Idiopathic Arthritis., Bradley C Jackson, Debra L Bartley, Roberta A Berard

Paediatrics Publications

No abstract provided.

Labour Progression In Obese Women: Are Women With Increased Body Mass Index Having Unnecessary Cesarean Sections?, Caroline Shenouda, Aloka Wijesooriya, Amanda Toufeili, Michael R Miller, Debbie Penava, Barbra De Vrijer

Obstetrics & Gynaecology Publications

OBJECTIVE: This study sought to determine whether obese pregnant women undergo cesarean sections without an adequate trial of labour. This may affect future birth and pregnancy outcomes.

METHODS: A retrospective analysis was done on 526 parturients at Victoria Hospital in London, Ontario. Women were categorized according to parity and pre-pregnancy body mass index (BMI; normal weight, BMI 18.5-24.9 kg/m

RESULTS: Obese class II and III primiparous women required an additional 1.62 and 2.67 hours (P = 0.012), respectively, to reach a dilation of 10 cm compared with their normal weight counterparts; obese class II and III multiparous women required an …

Effect Of Dual-Tasking On Walking And Cognitive Demands In Adults With Alzheimer's Dementia Experienced In Using A 4-Wheeled Walker, Susan W. Hunter, Humberto Omana, Edward Madou, Walter Wittich, Keith D Hill, Andrew M Johnson, Alison Divine, Jeffrey D Holmes

Physical Therapy Publications

BACKGROUND: Learning to walk with a 4-wheeled walker increases cognitive demands in people with Alzheimer's dementia (AD). However, it is expected that experience will offset the increased cognitive demand. Current research has not yet evaluated gait in people with AD experienced in using a 4-wheeled walker under complex gait situations.

RESEARCH QUESTION: What is the effect of dual-task testing on the spatial-temporal gait parameters and cognitive performance of people with AD experienced with a 4-wheeled walker?

METHODS: Twenty-three adults with mild to moderate AD (87.4 ± 6.2 years, 48 % female) and at least 6 months of walker use experience …

Evaluating Screening Participation, Follow-Up, And Outcomes For Breast, Cervical, And Colorectal Cancer In The Prospr Consortium, William E. Barlow, Elisabeth F. Beaber, Berta M. Geller, Aruna Kamineni, Yingye Zheng, Jennifer S. Haas, Chun R. Chao, Carolyn M. Rutter, Ann G. Zauber, Brian L. Sprague, Ethan A. Halm, Donald L. Weaver, Jessica Chubak, V Paul Doria-Rose, Sarah Kobrin, Tracy Onega, Virginia P. Quinn, Marilyn M. Schapira, Anna N A Tosteson, Douglas A. Corley, Celette Sugg Skinner, Mitchell D. Schnall, Katrina Armstrong, Cosette M. Wheeler, Michael J. Silverberg, Bijal A. Balasubramanian, Chyke A. Doubeni, Dale Mclerran, Jasmin A. Tiro

Pathology Research and Scholarship

BACKGROUND: Cancer screening is a complex process encompassing risk assessment, the initial screening examination, diagnostic evaluation, and treatment of cancer precursors or early cancers. Metrics that enable comparisons across different screening targets are needed. We present population-based screening metrics for breast, cervical, and colorectal cancers for nine sites participating in the Population-based Research Optimizing Screening through Personalized Regimens consortium.

METHODS: We describe how selected metrics map to a trans-organ conceptual model of the screening process. For each cancer type, we calculated calendar year 2013 metrics for the screen-eligible target population (breast: ages 40-74 years; cervical: ages 21-64 years; colorectal: ages …

Transfusion Of Uncrossmatched Group O Erythrocyte-Containing Products Does Not Interfere With Most Abo Typings, Mark H. Yazer, Philip C. Spinella, Leilani Doyle, Richard M. Kaufman, Robyn Dunn, John R. Hess, Luiz Amorim Filho, Magali Fontaine, Birgit Gathof, Bryon Jackson, Michael F Murphy, Jeremiah Pasion, Jay S. Raval, Kristin Rosinski, Jansen Seheult, Andrew W. Shih, Jason Sperry, Julie Staves, Erin E. Tuott, Alyssa Ziman, Darrell J. Triulzi

Pathology Research and Scholarship

BACKGROUND: Group O erythrocytes and/or whole blood are used for urgent transfusions in patients of unknown blood type. This study investigated the impact of transfusing increasing numbers of uncrossmatched type O products on the recipient's first in-hospital ABO type.

METHODS: This was a retrospective cohort study. Results of the first ABO type obtained in adult, non-type O recipients (i.e., types A, B, AB) after receiving at least one unit of uncrossmatched type O erythrocyte-containing product(s) for any bleeding etiology were analyzed along with the number of uncrossmatched type O erythrocyte-containing products administered in the prehospital and/or in hospital setting before …

Sclerosing Epithelioid Mesenchymal Neoplasm Of The Pancreas - A Proposed New Entity, Olca Basturk, Britta Weigelt, Volkan Adsay, Jamal K Benhamida, Gokce Askan, Lu Wang, Maria E. Arcila, Giuseppe Zamboni, Noriyoshi Fukushima, Rodrigo Gularte-Mérida, Arnaud Da Cruz Paula, Pier Selenica, Rahul Kumar, Fresia Pareja, Christopher A. Maher, John Scholes, Yoshinao Oda, Donatella Santini, Leona A. Doyle, Iver Petersen, Uta Flucke, Christian Koelsche, Samuel J. Reynolds, Aslihan Yavas, Andreas Von Deimling, Jorge S. Reis-Filho, David S. Klimstra

Pathology Research and Scholarship

We have encountered pancreatic tumors with unique histologic features, which do not conform to any of the known tumors of the pancreas or other anatomical sites. We aimed to define their clinicopathologic features and whether they are characterized by recurrent molecular signatures. Eight cases were identified; studied histologically and by immunohistochemistry. Selected cases were also subjected to whole-exome sequencing (WES; n = 4), RNA-sequencing (n = 6), Archer FusionPlex assay (n = 5), methylation profiling using the Illumina MethylationEPIC (850k) array platform (n = 6), and TERT promoter sequencing (n = 5). Six neoplasms occurred in females. The mean age …

Hobnail Cells In Encapsulated Papillary Thyroid Carcinoma: Report Of 2 Cases With Immunohistochemical And Molecular Findings And Literature Analysis, Shweta Agarwal, Qandeel Sadiq, Ibrahim Ortanca

Pathology Research and Scholarship

Papillary thyroid carcinoma (PTC) is the most common malignant tumor of the thyroid gland with most tumors behaving in an indolent fashion. However, morphologic variants have been described, such as tall cell, diffuse sclerosing, columnar cell etc. which are biologically more aggressive. One of these variants includes the more recently described hobnail variant (HVPTC) which shows micropapillae and presence of large cells with apically placed hyperchromatic nuclei, reverse polarity, and eosinophilic cytoplasm, akin to hobnail cells. The presence of >30% hobnail cells in a PTC deserves categorization as a hobnail variant. This variant is usually associated with extra thyroidal extension, …

Drug Resistance Of Previously Treated Tuberculosis Patients With Diabetes Mellitus In Shandong, China, Wan-Mei Song, Yi-Fan Li, Jin-Yue Liu, Ning-Ning Tao, Yao Liu, Qian-Yun Zhang, Ting-Ting Xu, Shi-Jin Li, Qi-Qi An, Si-Qi Liu, Chun-Bao Yu, Lei Gao, Cui-Xiang Yu, Min Zhang, Huai-Chen Li

Pathology Research and Scholarship

BACKGROUND: Although the association between diabetes mellitus (DM) and tuberculosis (TB) has been well-documented for centuries, evidence of the link between diabetes and drug resistance among previously treated TB patients remains limited and inconsistent.

METHODS: An observational study was performed that involved 1791 retreated TB-no DM patients (refers to TB cases without diabetes) and 93 retreated TB-DM patients (refers to TB cases with diabetes) in Shandong, China from 2004 to 2017. Baseline data including demographic and clinical characteristics, drug susceptibility test (DST) results, and diabetes status were collected. Categorical baseline characteristics were compared by Fisher's exact or Pearson Chi-square test. …

Protocols, Practices, And Needs For Investigating Sudden Unexpected Infant Deaths, Carri Cottengim, Sharyn Parks, Dale Rhoda, Tom Andrew, Kurt B. Nolte, John Fudenberg, Mary Ann Sens, Jennifer Brustrom, Betsy Payn, Carrie K. Shapiro-Mendoza

Pathology Research and Scholarship

Understanding case identification practices, protocols, and training needs of medical examiners and coroners (MEC) may inform efforts to improve cause-of-death certification. We surveyed a U.S.-representative sample of MECs and described investigation practices and protocols used in certifying sudden unexpected infant deaths (SUID). We also identified MEC training and resource needs. Of the 377 respondents, use of the SUID Investigation Reporting Form or an equivalent was 89% for large, 87% for medium, and 52% for small jurisdictions. Routine completion of infant medical history, witness interviews, autopsy, photos or videos, and family social history for infant death investigations was ≥80%, but routine …

Amylin As A Potential Link Between Type 2 Diabetes And Alzheimer Disease, Florin Despa, Larry B. Goldstein, Geert Jan Biessels

Pharmacology and Nutritional Sciences Faculty Publications

No abstract provided.

Deep Learning In Clinical Natural Language Processing: A Methodical Review, Stephen Wu, Kirk Roberts, Surabhi Datta, Jingcheng Du, Zongcheng Ji, Yuqi Si, Sarvesh Soni, Qiong Wang, Qiang Wei, Yang Xiang, Bo Zhao, Hua Xu

Faculty, Staff and Student Publications

OBJECTIVE: This article methodically reviews the literature on deep learning (DL) for natural language processing (NLP) in the clinical domain, providing quantitative analysis to answer 3 research questions concerning methods, scope, and context of current research.

MATERIALS AND METHODS: We searched MEDLINE, EMBASE, Scopus, the Association for Computing Machinery Digital Library, and the Association for Computational Linguistics Anthology for articles using DL-based approaches to NLP problems in electronic health records. After screening 1,737 articles, we collected data on 25 variables across 212 papers.

RESULTS: DL in clinical NLP publications more than doubled each year, through 2018. Recurrent neural networks (60.8%) …

Bone Marrow Concentrate (Bmc) Therapy In Musculoskeletal Disorders: Evidence-Based Policy Position Statement Of American Society Of Interventional Pain Physicians (Asipp), Laxmaiah Manchikanti, Christopher J. Centeno, Sairam Atluri, Sheri L. Albers, Shane Shapiro, Gerard A. Malanga, Alaa Abd-Elsayed, Mairin Jerome, Joshua A. Hirsch, Alan David Kaye, Steve M. Aydin, Douglas Beall, Don Buford, Joanne Borg-Stein, Ricardo M. Buenaventura, Joseph A. Cabaret, Aaron K. Calodney, Kenneth D. Candido, Cameron Cartier, Richard Latchaw, Sudhir Diwan, Ehren Dodson, Zachary Fausel, Michael Fredericson, Christopher G. Gharibo, Mayank Gupta, Adam M. Kaye, Nebojsa Nick Knezevic, Radomir Kosanovic, Matthew Lucas, Maanasa V. Manchikanti, R. Amadeus Mason, Kenneth Mautner, Samuel Murala, Annu Navani, Vidyasagar Pampati, Sarah Pastoriza, Ramarao Pasupuleti, Cyril Philip, Mahendra R Sanapati, Theodore Sand, Rinoo V Shah, Amol Soin, Ian Stemper, Bradley W Wargo, Philippe Hernigou

School of Pharmacy Faculty Articles

BACKGROUND: The use of bone marrow concentrate (BMC) for treatment of musculoskeletal disorders has become increasingly popular over the last several years, as technology has improved along with the need for better solutions for these pathologies. The use of cellular tissue raises a number of issues regarding the US Food and Drug Administration's (FDA) regulation in classifying these treatments as a drug versus just autologous tissue transplantation. In the case of BMC in musculoskeletal and spine care, this determination will likely hinge on whether BMC is homologous to the musculoskeletal system and spine.

OBJECTIVES: The aim of this review is …

Cost-Effectiveness Analysis Of Ocriplasmin Versus Watchful Waiting For Treatment Of Symptomatic Vitreomacular Adhesion In The Us, Arshad M Khanani, Pravin U Dugel, Julia A Haller, Alan L Wagner, Benedicte Lescrauwaet, Ralph Schmidt, Craig Bennison

Wills Eye Hospital Papers

Aim: Evaluate the cost-effectiveness of ocriplasmin in symptomatic vitreomacular adhesion (VMA) with or without full-thickness macular hole ≤400 μm versus standard of care.

Methods: A state-transition model simulated a cohort through disease health states; assignment of utilities to health states reflected the distribution of visual acuity. Efficacy of ocriplasmin was derived from logistic regression models using Ocriplasmin for Treatment for Symptomatic Vitreomacular Adhesion Including Macular Hole trial data. Model inputs were extracted from Phase III trials and published literature. The analysis was conducted from a US Medicare perspective.

Results: Lifetime incremental cost-effectiveness ratio was US$4887 per quality-adjusted life year gained …

Evidence For Gene-Smoking Interactions For Hearing Loss And Deafness In Japanese American Families, Jia Y Wan, Christina Cataby, Andrew Liem, Emily Jeffrey, Trina M Norden-Krichmar, Deborah Goodman, Stephanie A Santorico, Karen L Edwards

Faculty, Staff and Student Publications

BACKGROUND: This study investigated the relationship between smoking and hearing loss and deafness (HLD) and whether the relationship is modified by genetic variation. Data for these analyses was from the subset of Japanese American families collected as part of the American Diabetes Association Genetics of Non-insulin Dependent Diabetes Mellitus study. Logistic regression with generalized estimating equations assessed the relationship between HLD and smoking. Nonparametric linkage analysis identified genetic regions harboring HLD susceptibility genes and ordered subset analysis was used to identify regions showing evidence for gene-smoking interactions. Genetic variants within these candidate regions were then each tested for interaction with …

Examining Measurement Reactivity In Daily Diary Data On Substance Use: Results From A Randomized Experiment, Anne Buu, Songshan Yang, Runze Li, Marc A Zimmerman, Rebecca M Cunningham, Maureen A Walton

Faculty, Staff and Student Publications

The debate about whether measurement reactivity exists in daily diary research on substance use is still unsettled due to the issues of study design and statistical methodology. This study proposes a time-varying effect model (TVEM) that characterizes the trajectory of substance use behaviors with nonparametric functions determined by the data rather than imposes presumed parametric functions. It also allows researchers to investigate the effect of measurement reactivity on not only the likelihood of using substances but also the amount of substance use. The TVEM was applied to analyze diary data on alcohol and marijuana use collected from an experiment, which …

A Deep Learning Convolutional Neural Network Can Recognize Common Patterns Of Injury In Gastric Pathology, David R. Martin, Joshua A. Hanson, Rama R. Gullapalli, Fred A. Schultz, Aisha Sethi, Douglas P. Clark

Pathology Research and Scholarship

CONTEXT.—: Most deep learning (DL) studies have focused on neoplastic pathology, with the realm of inflammatory pathology remaining largely untouched.

OBJECTIVE.—: To investigate the use of DL for nonneoplastic gastric biopsies.

DESIGN.—: Gold standard diagnoses were blindly established by 2 gastrointestinal pathologists. For phase 1, 300 classic cases (100 normal, 100

RESULTS.—: For Phase 1, receiver operating curves showed near perfect agreement with the gold standard diagnoses at an AD percentage cutoff of 50% for normal (area under the curve [AUC] = 99.7%) and

CONCLUSIONS.—: A convolutional neural network can serve as an effective screening tool/diagnostic aid for