Medicine and Health Sciences Commons^™

Large-Scale Genome-Wide Meta-Analysis Of Polycystic Ovary Syndrome Suggests Shared Genetic Architecture For Different Diagnosis Criteria, Felix Day, Tugce Karaderi, Michelle R. Jones, Cindy Meun, Chunyan He, Alex Drong, Peter Kraft, Nan Lin, Hongyan Huang, Linda Broer, Reedik Magi, Richa Saxena, Triin Laisk, Margrit Urbanek, M. Geoffrey Hayes, Gudmar Thorleifsson, Juan Fernandez-Tajes, Anubha Mahajan, Benjamin H. Mullin, Bronwyn G. A. Stuckey, Timothy D. Spector, Scott G. Wilson, Mark O. Goodarzi, Lea Davis, Barbara Obermayer-Pietsch, André G. Uitterlinden, Verneri Anttila, Benjamin M. Neale, Marjo-Riitta Jarvelin, Bart Fauser

Internal Medicine Faculty Publications

Polycystic ovary syndrome (PCOS) is a disorder characterized by hyperandrogenism, ovulatory dysfunction and polycystic ovarian morphology. Affected women frequently have metabolic disturbances including insulin resistance and dysregulation of glucose homeostasis. PCOS is diagnosed with two different sets of diagnostic criteria, resulting in a phenotypic spectrum of PCOS cases. The genetic similarities between cases diagnosed based on the two criteria have been largely unknown. Previous studies in Chinese and European subjects have identified 16 loci associated with risk of PCOS. We report a fixed-effect, inverse-weighted-variance meta-analysis from 10,074 PCOS cases and 103,164 controls of European ancestry and characterisation of PCOS related …

Pasnet: Pathway-Associated Sparse Deepneural Network For Prognosis Prediction From High-Throughput Data, Jie Hao, Youngsoon Kim, Tae-Kyung Kim, Mingon Kang

Faculty and Research Publications

Background: Predicting prognosis in patients from large-scale genomic data is a fundamentally challenging problem in genomic medicine. However, the prognosis still remains poor in many diseases. The poor prognosis maybe caused by high complexity of biological systems, where multiple biological components and their hierarchical relationships are involved. Moreover, it is challenging to develop robust computational solutions with high-dimension, low-sample size data. Results: In this study, we propose a Pathway-Associated Sparse Deep Neural Network (PASNet) that not only predicts patients’ prognoses but also describes complex biological processes regarding biological pathways for prognosis. PASNet models a multilayered, hierarchical biological system of genes …

Long Term Outcomes Of On-Pump Cabg Versus Off-Pump Cabg, Christopher Fetrow, Jessalyn Dickerson

Physician Assistant Capstones, 2016 to 2019

Objective: Assess the long-term outcomes including mortality, revascularization and myocardial infarction events to determine whether off-pump CABG is more effective for patients compared to on-pump CABG procedures.

Methods: Studies were found using PubMed with the search term, “on and off pump CABG” which yielded 1736 studies. After assessing for records within 5 years the search was narrowed to 370 articles and then down to 353 because some articles were not available in full-text. Our search was then divided into first looking at randomized control trials and meta-analysis availability from the 353 articles meeting our criteria. After narrowing our search for …

Community-Acquired Pneumonia In Adults: Diagnostic Reliability Of Physical Examination Techniques And Their Teaching In Academia, Amber Tordoff, Lauren A. Williams

Physician Assistant Capstones, 2016 to 2019

Background: Chest physical examination techniques are taught in academia, but their usefulness in the evaluation and diagnosis of patients in the clinical setting is controversial. Objective: To investigate the accuracy of physical examination techniques and their reliability in diagnosing community acquired pneumonia (CAP) and suggest a modified teaching approach to be used in academia. Design: Systematic Literature Review. Methods: Database search of PubMed and Google Scholar using the search terms “prediction of pneumonia in adults” and “prediction rule for pulmonary infiltrates.” Filters were implemented to include articles that only dealt with human subjects and were full text. Articles …

Accuracy Of Wrist-Worn Activity Monitors During Common Daily Physical Activities And Types Of Structured Exercise: Evaluation Study., Ravi Kondama Reddy, Rubin Pooni, Dessi P. Zaharieva, Brian Senf, Joseph El Youssef, Eyal Dassau, Francis J. Doyle Iii, Mark A. Clements, Michael R. Rickels, Susana R. Patton, Jessica R. Castle, Michael C. Riddell, Peter G. Jacobs

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Wrist-worn activity monitors are often used to monitor heart rate (HR) and energy expenditure (EE) in a variety of settings including more recently in medical applications. The use of real-time physiological signals to inform medical systems including drug delivery systems and decision support systems will depend on the accuracy of the signals being measured, including accuracy of HR and EE. Prior studies assessed accuracy of wearables only during steady-state aerobic exercise.

OBJECTIVE: The objective of this study was to validate the accuracy of both HR and EE for 2 common wrist-worn devices during a variety of dynamic activities that …

Change In Brain Volume And Cortical Thickness After Behavioral And Surgical Weight Loss Intervention, Cara Bohon, Allan Geliebter

Lander College of Arts and Sciences Publications and Research

Obesity is associated with reduced cortical thickness and brain volume, which may be related to poor nutrition. Given that brain atrophy in anorexia nervosa recovers with nutritional improvements and weight gain, it is worth examining how brain structure changes at the other end of the weight spectrum with weight loss. Thus, this study aimed to examine change in cortical thickness and brain volume in 47 patients with severe obesity who participated in no treatment, behavioral weight loss, or bariatric surgery. T1-weighted MRI scans were conducted pre-treatment and approximately four months later. Measures of cortical thickness, gray matter volume, and white …

Innocent Heart Murmur., Arpan R. Doshi

Manuscripts, Articles, Book Chapters and Other Papers

Heart murmur is the most common reason for a referral to a pediatric cardiologist. Virtually all children have a heart murmur during their childhood. Less than 1% of murmurs are pathological in children. Innocent/functional heart murmur is the most common type of heart murmur. There are multiple theories proposed to identify etiology of innocent heart murmur with varying consensus, but everybody agrees that innocent heart murmur does not carry any morbidity or mortality risk. Even today, heart murmur is associated with high physician uncertainty and parental anxiety. Extensive cardiac evaluation for such a benign finding is also associated with high …

A Multicenter Study To Evaluate Pulmonary Function In Osteogenesis Imperfecta., Allison Tam, Shan Chen, Evan Schauer, Ingo Grafe, Venkata Bandi, Jay R. Shapiro, Robert D. Steiner, Peter A. Smith, Michael B. Bober, Tracy Hart, David Cuthbertson, Jeffrey Krischer, Mary Mullins, Peter H. Byers, Robert A. Sandhaus, Michaela Durigova, Francis H. Glorieux, Frank Rauch, Vernon Reid Sutton, Brendan Lee, Members Of The Brittle Bone Disorders Consortium, Eric T. Rush, Sandesh C S Nagamani

Manuscripts, Articles, Book Chapters and Other Papers

Pulmonary complications are a significant cause for morbidity and mortality in osteogenesis imperfecta (OI). However, to date, there have been few studies that have systematically evaluated pulmonary function in individuals with OI. We analyzed spirometry measurements, including forced vital capacity (FVC) and forced expiratory volume in the first second (FEV₁ ), in a large cohort of individuals with OI (n = 217) enrolled in a multicenter, observational study. We show that individuals with the more severe form of the disease, OI type III, have significantly reduced FVC and FEV₁ which do not follow the expected trends of the …

Pediatric Nasogastric Tube Placement And Verification: Best Practice Recommendations From The Novel Project., Sharon Y. Irving, Gina Rempel, Beth Lyman, Wednesday Marie A Sevilla, Ladonna Northington, Peggi Guenter, American Society For Parenteral And Enteral Nutrition

Manuscripts, Articles, Book Chapters and Other Papers

The placement of a nasogastric tube (NGT) in a pediatric patient is a common practice that is generally perceived as a benign bedside procedure. There is potential risk for NGT misplacement with each insertion. A misplaced NGT compromises patient safety, increasing the risk for serious and even fatal complications. There is no standardized method for verification of the initial NGT placement or reverification assessment of NGT location prior to use. Measurement of the acidity or pH of the gastric aspirate is the most frequently used evidence-based method to verify NGT placement. The radiograph, when properly obtained and interpreted, is considered …

Race, Social Class, And Child Abuse: Content And Strength Of Medical Professionals’ Stereotypes, Cynthia J. Najdowski, Kimberly M. Bernstein

Psychology Faculty Scholarship

Black and poor children are overrepresented at every stage of the child welfare system, from suspicion of abuse to substantiation. Focusing on stereotypes as a source of bias that leads to these disparities, the current study examines the content and strength of stereotypes relating race and social class to child abuse as viewed by medical professionals. Doctors, nurses, and other medical professionals (Study 1: N = 53; Study 2: N = 40) were recruited in local hospitals and online through snowball sampling. Study 1 identified stereotype content by asking participants to list words associated with the stereotype that …

Hdl In Endocrine Carcinomas: Biomarker, Drug Carrier, And Potential Therapeutic, Emily E. Morin, Xiang-An Li, Anna Schwendeman

Physiology Faculty Publications

High-density lipoprotein (HDL) have long been studied for their protective role against cardiovascular diseases, however recently relationship between HDL and cancer came into focus. Several epidemiological studies have shown an inverse correlation between HDL-cholesterol (HDL-C) and cancer risk, and some have even implied that HDL-C can be used as a predictive measure for survival prognosis in for specific sub-population of certain types of cancer. HDL itself is an endogenous nanoparticle capable of removing excess cholesterol from the periphery and returning it to the liver for excretion. One of the main receptors for HDL, scavenger receptor type B-I (SR-BI), is highly …

A Rapid And Sensitive System For Recovery Of Nucleic Acids From Mycobacteria Sp. On Archived Glass Slides, Balkis A. Talip, William J. Snelling, Roy D. Sleator, Colm Lowery, James S.G. Dooley

Department of Biological Sciences Publications

The field of diagnostics continues to advance rapidly with a variety of novel approaches, mainly dependent upon high technology platforms. Nonetheless much diagnosis, particularly in developing countries, still relies upon traditional methods such as microscopy. Biological material, particularly nucleic acids, on archived glass slides is a potential source of useful information both for diagnostic and epidemiological purposes. There are significant challenges faced when examining archived samples in order that an adequate amount of amplifiable DNA can be obtained. Herein, we describe a model system to detect low numbers of bacterial cells isolated from glass slides using (laser capture microscopy) LCM …

Radiation In Its Origin: Health Risks Resulting From Prolonged Exposure To Radon, Tetiana Soloviova, Evans Lespinasse

Publications and Research

Among non-smokers, radon is the number one cause of lung cancer, and the second cause of lung cancer overall, according to the Environmental Protection Agency. Radon cannot be detected through one's sense of sight, smell, hearing, taste or touch. The only way to detect it is by testing certain spaces or environments with specialized instruments. This radioactive gas is present in trace quantities in the earth and produced by decaying uranium. It enters buildings through cracks in walls, floors, construction joints or gaps around service pipes, electrical wires and sump pits. It emits heavy nuclear fragments of alpha particles (two …

Multivariate Analysis For The Quantification Of Transdermal Volatile Organic Compounds In Humans By Proton Exchange Membrane Fuel Cell System, Ahmed Hasnain Jalal

FIU Electronic Theses and Dissertations

In this research, a proton exchange membrane fuel cell (PEMFC) sensor was investigated for specific detection of volatile organic compounds (VOCs) for point-of-care (POC) diagnosis of the physiological conditions of humans. A PEMFC is an electrochemical transducer that converts chemical energy into electrical energy. A Redox reaction takes place at its electrodes whereas the volatile biomolecules (e.g. ethanol) are oxidized at the anode and ambient oxygen is reduced at the cathode. The compounds which were the focus of this investigation were ethanol (C₂H₅OH) and isoflurane (C₃H₂ClF₅O), but theoretically, the sensor …

On The Verge Of Diagnosis: Detection, Reporting, And Investigation Of De Novo Variants In Novel Genes Identified By Clinical Sequencing., Isabelle Thiffault, Maxime Cadieux-Dion, Emily G. Farrow, Raymond Caylor, Neil A. Miller, Sarah E. Soden, Carol J. Saunders

Manuscripts, Articles, Book Chapters and Other Papers

The variable evidence supporting gene-disease associations contributes to the difficulty of accurate variant reporting in a clinical setting. An evidence-based scoring system for evaluating the clinical validity of gene-disease associations, proposed by ClinGen, considers experimental as well as genetic evidence. De novo variants are heavily weighted, given the overall rarity in the genome and their contribution to human disease, however they are reported as "genes of unknown significance" in our center when there is insufficient evidence for the gene-disease assertion. We report a collection of 21 de novo variants in genes of unknown clinical significance ascertained via clinical testing, of …

The Wilbarger Protocol, Brittany Hatlestad

Biology: Student Scholarship & Creative Works

Sensory processing disorder (SPD) is ever-increasing in children with and without disabilities. The prevalence of such a diagnosis has given rise to many different therapeutic practices. The most prescriptive, the Wilbarger protocol, will be the topic of this technique and literature review with discussions of what sensory problems are, the Wilbarger protocol, the deep pressure and proprioceptive portion of the protocol, oral tactile techniques, mechanisms of the protocol, the limitations, other options for treatment, and will conclude by looking to future research.

Are We Missing The Elephant In The Room? A Case For Thyroid Cancer Overdiagnosis As The Etiology For Its Increasing Incidence In India, Janeesh Sekkath Veedu, Aju Mathew

Internal Medicine Faculty Publications

No abstract provided.

Handwriting And Occupational Therapy In The Schools, Anne H. Zachry, L. Woods

Faculty Presentations

Handwriting is an important life skill, and handwriting tasks take up a significant amount of time during the school day. Research suggests that writing by hand influences reading skills, recall, academics, and motor and composition skills. Pediatric occupational therapists evaluate and treat children who are struggling with handwriting; therefore, it is important for practitioners to be aware of a variety of treatment strategies for addressing handwriting challenges. After participating in this session, the learner will be able to discuss the research on typical and atypical pencil grasps, identify and name 5 common handwriting errors, and explain 3 techniques for increasing …

Detection Of (1,3)-Β-D-Glucan In Cerebrospinal Fluid In Histoplasma Meningitis, Thein Myint, Felicia C. Chow, Karen C. Bloch, Luke Raymond-Guillen, Thomas E. Davis, Patty W. Wright, Laila Woc-Colburn, Raed N. Khairy, Alan C. Street, Tomotaka Yamamoto, Amanda Albers, L. Joseph Wheat, Chadi A. Hage

Internal Medicine Faculty Publications

The diagnosis of central nervous system (CNS) histoplasmosis is often difficult. Although cerebrospinal fluid (CSF) (1,3)-β-d-glucan (BDG) is available as a biological marker for the diagnosis of fungal meningitis, there are limited data on its use for the diagnosis of Histoplasma meningitis. We evaluated CSF BDG detection, using the Fungitell assay, in patients with CNS histoplasmosis and controls. A total of 47 cases and 153 controls were identified. The control group included 13 patients with a CNS fungal infection other than histoplasmosis. Forty-nine percent of patients with CNS histoplasmosis and 43.8% of controls were immunocompromised. The median CSF …

Recurrence Of Nephrotic Syndrome Following Kidney Transplantation Is Associated With Initial Native Kidney Biopsy Findings., Jonathan H. Pelletier, Karan R. Kumar, Rachel Engen, Adam Bensimhon, Jennifer D. Varner, Michelle N. Rheault, Tarak Srivastava, Caroline Straatmann, Cynthia Silva, T Keefe Davis, Scott E. Wenderfer, Keisha Gibson, David Selewski, John Barcia, Patricia Weng, Christoph Licht, Natasha Jawa, Mahmoud Kallash, John W. Foreman, Delbert R. Wigfall, Annabelle N. Chua, Eileen Chambers, Christoph P. Hornik, Eileen D. Brewer, Shashi K. Nagaraj, Larry A. Greenbaum, Rasheed A. Gbadegesin

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND AND OBJECTIVES: Steroid-resistant nephrotic syndrome (SRNS) due to focal segmental glomerulosclerosis (FSGS) and minimal change disease (MCD) is a leading cause of end-stage kidney disease in children. Recurrence of primary disease following transplantation is a major cause of allograft loss. The clinical determinants of disease recurrence are not completely known. Our objectives were to determine risk factors for recurrence of FSGS/MCD following kidney transplantation and factors that predict response to immunosuppression following recurrence.

METHODS: Multicenter study of pediatric patients with kidney transplants performed for ESKD due to SRNS between 1/2006 and 12/2015. Demographics, clinical course, and biopsy data were …

Regeneration Of Neurotransmission Transcriptome In A Model Of Epileptic Encephalopathy After Antiinflammatory Treatment, Dumitru Iacobas, Libor Velisek

NYMC Faculty Publications

Inflammation is an established etiopathogenesis factor of infantile spasms (IS), a therapy-resistant epileptic syndrome of infancy. We investigated the IS-associated transcriptomic alterations of neurotransmission in rat hypothalamic arcuate nucleus, how they are corrected by antiinflamatory treatments and whether there are sex differences. IS was triggered by repeated intraperitoneal administration of N-methyl-D-aspartic acid following anti-inflammatory treatment (adreno-cortico-tropic-hormone (ACTH) or PMX53) or normal saline vehicle to prenatally exposed to betamethasone young rats. We found that treatments with both ACTH and PMX53 resulted in substantial recovery of the genomic fabrics of all types of synaptic transmission altered by IS. While ACTH represents the …

Epidemiology Of Diabetic Foot Infection In The Metro-Detroit Area With A Focus On Independent Predictors For Pathogens Resistant To Recommended Empiric Antimicrobial Therapy, Oryan Henig, Jason M. Pogue, Raymond Cha, Paul E. Kilgore, Umar Hayat, Mahmoud Ja'ara, Raza Muhamad Ali, Salman Mahboob, Rahul Pansare, Kathryn Deeds, Bushra Joarder, Hyndavi Kandala, Sorabh Dhar, Keith S. Kaye

Department of Pharmacy Practice

Background. The polymicrobial nature of diabetic foot infection (DFI) and the emergence of antimicrobial resistance have complicated DFI treatment. Current treatment guidelines for deep DFI recommend coverage of methicillin-resistant Staphylococcus aureus (MRSA) and susceptible Enterobacteriaceae. This study aimed to describe the epidemiology of DFI and to identify predictors for DFI associated with multidrug-resistant organisms (MDROs) and pathogens resistant to recommended treatment (PRRT).

Methods. Adult patients admitted to Detroit Medical Center from January 2012 to December 2015 with DFI and positive cultures were included. Demographics, comorbidities, microbiological history, sepsis severity, and antimicrobial use within 3 months before DFI were obtained …

Hand Issues On Scleroderma Patients, Ana Font Hernandez

Publications and Research

Based on the design of a 3D-printed spoon prototype, we surveyed scleroderma patients about the device's value. 75% of patients mentioned having problems on their hands due to scleroderma. 85% of patients said their hand form changed because of the disease. Answers to the frequency or speed of the changes provide inconclusive results. The 3D printing technology has the potential to solve specific issues scleroderma patients face in their daily lives. Nevertheless, further research is needed to fully understand how hands shape change over time.

The Chapman Bone Algorithm: A Diagnostic Alternative For The Evaluation Of Osteoporosis, Elise Levesque, Anton Ketterer, Wajiha Memon, Cameron James, Noah Barrett, Cyril Rakovski, Frank Frisch

Mathematics, Physics, and Computer Science Faculty Articles and Research

Osteoporosis is the most common metabolic bone disease and goes largely undiagnosed throughout the world, due to the inaccessibility of DXA machines. Multivariate analyses of serum bone turnover markers were evaluated in 226 Orange County, California, residents with the intent to determine if serum osteocalcin and serum pyridinoline cross-links could be used to detect the onset of osteoporosis as effectively as a DXA scan. Descriptive analyses of the demographic and lab characteristics of the participants were performed through frequency, means and standard deviation estimations. We implemented logistic regression modeling to find the best classification algorithm for osteoporosis. All calculations and …

Brain Endothelial Erythrophagocytosis And Hemoglobin Transmigration Across Brain Endothelium: Implications For Pathogenesis Of Cerebral Microbleeds, Rudy Chang, Juan Castillo, Alexander C. Zambon, Tatiana B. Krasieva, Mark J. Fisher, Rachita K. Sumbria

Pharmacy Faculty Articles and Research

Peripheral endothelial cells are capable of erythrophagocytosis, but data on brain endothelial erythrophagocytosis are limited. We studied the relationship between brain endothelial erythrophagocytosis and cerebral microhemorrhage, the pathological substrate of MRI-demonstrable cerebral microbleeds. To demonstrate the erythrophagocytic capability of the brain endothelium, we studied the interactions between brain endothelial cells and red blood cells exposed to oxidative stress in vitro, and developed a new in vitro cerebral microbleeds model to study the subsequent passage of hemoglobin across the brain endothelial monolayer. Using multiple approaches, our results show marked brain endothelial erythrophagocytosis of red blood cells exposed to oxidative stress compared …

Ultrasound Guided Placement Of Single-Lumen Peripheral Intravenous Catheters In The Internal Jugular Vein, Tony Zitek, Elizabeth Busby, Heather Hudson, John D. Mccourt, Jamie Baydoun, David E. Slattery

School of Medicine Faculty Publications

Introduction: The peripheral internal jugular (IJ), also called the “easy IJ,” is an alternative to peripheral venous access reserved for patients with difficult intravenous (IV) access. The procedure involves placing a single-lumen catheter in the IJ vein under ultrasound (US) guidance. As this technique is relatively new, the details regarding the ease of the procedure, how exactly it should be performed, and the safety of the procedure are uncertain. Our primary objective was to determine the success rate for peripheral IJ placement. Secondarily, we evaluated the time needed to complete the procedure and assessed for complications. Methods: This was a …

Cause And Consequence Of Aβ: Lipid Interactions In Alzheimer Disease Pathogenesis, Vijay Rangachari, Dexter N. Dean, Pratip Rana, Ashwin Vaidya, Preetam Ghosh

Faculty Publications

Self-templating propagation of protein aggregate conformations is increasingly becoming a significant factor in many neurological diseases. In Alzheimer disease (AD), intrinsically disordered amyloid-β (Aβ) peptides undergo aggregation that is sensitive to environmental conditions. High-molecular weight aggregates of Aβ that form insoluble fibrils are deposited as senile plaques in AD brains. However, low-molecular weight aggregates called soluble oligomers are known to be the primary toxic agents responsible for neuronal dysfunction. The aggregation process is highly stochastic involving both homotypic (Aβ-Aβ) and heterotypic (Aβ with interacting partners) interactions. Two of the important members of interacting partners are membrane lipids and surfactants, to …

The Early Steps Project: Occupational Therapy In A Pediatric Primary Care Setting, Anne H. Zachry, J. Flick, P. Richey

Faculty Presentations

The purpose of this study is expand on the Early STEPs project goal of identifying early developmental delays in infants and young children in a health disparate population and to collect preliminary data to lay the groundwork for a future NIH grant proposal. Individuals with less education have poor health and shorter life expectancies than well-educated individuals, and research reveals that poverty is directly related to limited education. An innovative approach is needed to overcome barriers, improve health literacy, and educate parents on effective parenting strategies for this population. Technology may be the part of the solution to this issue. …

The Legalization Of Medical/Recreational Marijuana: Implications For School Health Drug Education Programs, Joseph Donnelly, Michael Young

Department of Public Health Scholarship and Creative Works

BACKGROUND

More than half of US states have legalized medical marijuana. Several states have also legalized it for recreational use. In spite of states' actions, marijuana remains illegal under federal law. It remains to be seen, however, if the Trump administration will enforce federal law in states that have legalized marijuana. For now, it appears the move toward state legalization of marijuana will increase. Because of its legal status, research concerning the medical benefits of marijuana has been limited.

METHODS

We reviewed the literature pertaining to medical use and legalization of marijuana.

RESULTS

Available research shows that marijuana can benefit …

A Mixed Methods Study Exploring The Relationship Of Cognitive And Motivational Factors To Sonography Student Performance, Renee Hathaway

College of Education and Human Sciences: Dissertations, Theses, and Student Research

The purpose of this mixed methods study was to examine relationships between sonography students’ levels of self-regulation and self-efficacy and their performance in a 16-week introductory vascular sonography skills laboratory course. Measures for the study were designed to yield qualitative and quantitative data related to student goals, strategies, and course performance, and were generated by both students and faculty. Qualitative data from the study included student self-reports of self-regulatory strategies and instructor evaluations of student performance, while quantitative data were provided by instructor and student ratings of performance, student self-efficacy ratings, and student reports on their use of deliberate practice. …