Medical Specialties Commons^™

How Have Researchers Defined Institutions, Politics, Organizations And Governance In Research Related To Epidemic And Pandemic Response? A Scoping Review To Map Current Concepts, Austin Wu, Shivangi Khanna, Shelly Keidar, Peter Berman, Laura Jane Brubacher

Faculty, Staff and Student Publications

In recent years, the literature on public health interventions and health outcomes in the context of epidemic and pandemic response has grown immensely. However, relatively few of these studies have situated their findings within the institutional, political, organizational and governmental (IPOG) context in which interventions and outcomes exist. This conceptual mapping scoping study synthesized the published literature on the impact of IPOG factors on epidemic and pandemic response and critically examined definitions and uses of the terms IPOG in this literature. This research involved a comprehensive search of four databases across the social, health and biomedical sciences as well as …

Human Schistosomiasis Vaccines As Next Generation Control Tools, Peter J Hotez, Maria Elena Bottazzi

Faculty, Staff and Students Publications

No abstract provided.

Post Hoc Analysis Examining Symptom Severity Reduction And Symptom Absence During Food Challenges In Individuals Who Underwent Oral Immunotherapy For Peanut Allergy: Results From Three Trials, Katharina Blumchen, Andreas Kleinheinz, Ludger Klimek, Kirsten Beyer, Aikaterini Anagnostou, Christian Vogelberg, Sergejus Butovas, Robert Ryan, David Norval, Stefan Zeitler, George Du Toit

Faculty, Staff and Students Publications

PURPOSE: Peanut allergy and its current management, involving peanut avoidance and use of rescue medication during instances of accidental exposure, are burdensome to patients and their caregivers and can be a source of stress, uncertainty, and restriction. Physicians may also be frustrated with a lack of effective and safe treatments other than avoidance in the current management of peanut allergy. Efficacy, determined using double-blind, placebo-controlled food challenges (DBPCFCs), of oral immunotherapy with peanut (Arachis hypogaea) allergen powder-dnfp (PTAH; Palforzia

METHODS: Symptom data recorded during screening and/or exit DBPCFCs from participants aged 4 to 17 years receiving PTAH or placebo were …

Performance Of Six Clinical Physiological Scoring Systems In Predicting In-Hospital Mortality In Elderly And Very Elderly Patients With Acute Upper Gastrointestinal Bleeding In Emergency Department, Po-Han Wu, Shang-Kai Hung, Chien-An Ko, Chia-Peng Chang, Cheng-Ting Hsiao, Jui-Yuan Chung, Hao-Wei Kou, Wan-Hsuan Chen, Chiao-Hsuan Hsieh, Kai-Hsiang Ku, Kai-Hsiang Wu

Faculty, Staff and Student Publications

Background and Objectives: The aim of this study is to compare the performance of six clinical physiological-based scores, including the pre-endoscopy Rockall score, shock index (SI), age shock index (age SI), Rapid Acute Physiology Score (RAPS), Rapid Emergency Medicine Score (REMS), and Modified Early Warning Score (MEWS), in predicting in-hospital mortality in elderly and very elderly patients in the emergency department (ED) with acute upper gastrointestinal bleeding (AUGIB). Materials and Methods: Patients older than 65 years who visited the ED with a clinical diagnosis of AUGIB were enrolled prospectively from July 2016 to July 2021. The six scores were calculated …

A Comprehensive And Integrative Approach To Mecp2 Disease Transcriptomics, Alexander J Trostle, Lucian Li, Seon-Young Kim, Jiasheng Wang, Rami Al-Ouran, Hari Krishna Yalamanchili, Zhandong Liu, Ying-Wooi Wan

Faculty, Staff and Students Publications

Mutations in MeCP2 result in a crippling neurological disease, but we lack a lucid picture of MeCP2's molecular role. Individual transcriptomic studies yield inconsistent differentially expressed genes. To overcome these issues, we demonstrate a methodology to analyze all modern public data. We obtained relevant raw public transcriptomic data from GEO and ENA, then homogeneously processed it (QC, alignment to reference, differential expression analysis). We present a web portal to interactively access the mouse data, and we discovered a commonly perturbed core set of genes that transcends the limitations of any individual study. We then found functionally distinct, consistently up- and …

Qualification Of Hemophilia Treatment Centers To Enable Multi-Center Studies Of Gene Expression Signatures In Blood Cells From Pediatric Patients, Birgit M Reipert, Christoph J Hofbauer, Bagirath Gangadharan, Verena Berg, Elizabeth Donnachie, Shannon Meeks, Maria Elisa Mancuso, Joel Bowen, Deborah L Brown

Faculty, Staff and Student Publications

Hemophilia A is a rare congenital bleeding disorder caused by a deficiency of functionally active coagulation factor VIII (FVIII). Most patients with the severe form of the disease require FVIII replacement therapies, which are often associated with the development of neutralizing antibodies against FVIII. Why some patients develop neutralizing antibodies while others do not is not fully understood. Previously, we could demonstrate that the analysis of FVIII-induced gene expression signatures in peripheral blood mononuclear cells (PBMC) obtained from patients exposed to FVIII replacement therapies provides novel insights into underlying immune mechanisms regulating the development of different populations of FVIII-specific antibodies. …

Child Weight Status: The Role Of Feeding Styles And Highly Motivated Eating In Children, Maria A Papaioannou, Thomas G Power, Teresia M O'Connor, Jennifer O Fisher, Nilda E Micheli, Sheryl O Hughes

Faculty, Staff and Students Publications

Although parental feeding plays an important role in child eating and weight status, high food motivation among children may also be a factor shaping how feeding impacts child weight. This study explored whether individual differences in preschool children’s food motivation interacted with mothers’ feeding styles in predicting subsequent child weight status. Participants included 129 Hispanic Head Start mother/child dyads. Data were collected at ages 4–5 years (Time 1) and 7–9 (Time 3). Staff measured heights/weights and observed children in an eating in the absence of hunger task. Mothers reported on feeding styles/practices and children’s eating behaviors. A principal components analysis …

Association Of Qaca/B And Smr Carriage With Staphylococcus Aureus Survival Following Exposure To Antiseptics In An Ex Vivo Venous Catheter Disinfection Model, J Chase Mcneil, Lauren M Sommer, Jesus G Vallejo, Kristina G Hulten, Sheldon L Kaplan

Faculty, Staff and Students Publications

Many health care centers have reported an association between Staphylococcus aureus isolates bearing efflux pump genes and an elevated MIC/minimal bactericidal concentration (MBC) to chlorhexidine gluconate (CHG) and other antiseptics. The significance of these organisms is uncertain, given that their MIC/MBC is typically far lower than the CHG concentration in most commercial preparations. We sought to evaluate the relationship between carriage of the efflux pump genes qacA/B and smr in S. aureus and the efficacy of CHG-based antisepsis in a venous catheter disinfection model. S. aureus isolates with and without smr and/or qacA/B were utilized. The CHG MICs were determined. …

Hyperoxia Disrupts Lung Lymphatic Homeostasis In Neonatal Mice, Nithyapriya Shankar, Shyam Thapa, Amrit Kumar Shrestha, Poonam Sarkar, M Waleed Gaber, Roberto Barrios, Binoy Shivanna

Faculty, Staff and Students Publications

Inflammation causes bronchopulmonary dysplasia (BPD), a common lung disease of preterm infants. One reason this disease lacks specific therapies is the paucity of information on the mechanisms regulating inflammation in developing lungs. We address this gap by characterizing the lymphatic phenotype in an experimental BPD model because lymphatics are major regulators of immune homeostasis. We hypothesized that hyperoxia (HO), a major risk factor for experimental and human BPD, disrupts lymphatic endothelial homeostasis using neonatal mice and human dermal lymphatic endothelial cells (HDLECs). Exposure to 70% O2 for 24–72 h decreased the expression of prospero homeobox 1 (Prox1) and …

Bronchiolitis: Oral Feeding For Hospitalized Patients, Children's Mercy Kansas City

Clinical Critically Appraised Topics

No abstract provided.

Hypertension-Inpatient, Children's Mercy Kansas City

Clinical Pathways (Formally Known As Care Process Models)

No abstract provided.

Differences In Clinical Presentation At First Hospitalization And The Impact On Involuntary Admissions Among First-Generation Migrant Groups With Non-Affective Psychotic Disorders, Kelly Anderson, Rebecca Rodrigues

Data and Test Instruments

No abstract provided.

Anaphylaxis, Children's Mercy Kansas City

Clinical Pathways (Formally Known As Clinical Practice Guidelines)

No abstract provided.

Impact Of In Utero Drug Exposure On Neonates Requiring Ecmo: A Retrospective Cohort Study, Hallie Walther, Aric Schadler, Karen Garlitz, John Anthony Bauer, Lindsay Kohler, Erika Waldsmith, Hubert O. Ballard

UK CARES Faculty Publications

The incidence of in utero drug exposure (IUDE) and neonatal extracorporeal membrane oxygenation (ECMO) utilization have both increased over the past decade. However, there are no studies to date that examine the impact that IUDE has on neonates requiring ECMO. In this retrospective cohort study, we compared the clinic course and outcomes of neonates who were placed on ECMO with IUDE vs. neonates without IUDE. Analysis included data extracted from medical records from all neonatal ECMO runs between January 2014 and January 2021 at the University of Kentucky Children’s Hospital. A total of 56 neonatal patients were placed on ECMO …

Body Mass Index Percentiles Versus Body Composition Assessments: Challenges For Disease Risk Classifications In Children, Jody L. Clasey, Elizabeth Ann Easley, Margaret O'Bryan Murphy, Stefan G. Kiessling, Arnold Stromberg, Aric Schadler, Hong Huang, John A. Bauer

UK CARES Faculty Publications

Background: Identifying at-risk children with optimal specificity and sensitivity to allow for the appropriate intervention strategies to be implemented is crucial to improving the health and well-being of children. We determined relationships of body mass indexes for age and sex percentile (BMI%) classifications to actual body composition using validated and convenient methodologies and compared fat and non-fat mass estimates to normative cut-off reference values to determine guideline reliability. We hypothesized that we would achieve an improved ability to identify at-risk children using simple, non-invasive body composition and index measures.

Methods: Cross-sectional study of a volunteer convenience sample of 1,064 (537 …

If We Know Better, Why Don’T We Do Better? A Qi Project Aimed At Addressing Pain Related To Vaccinations, Haley J. Killian, Amanda D. Deacy, Elizabeth Edmundson, Lucy Raab, Jennifer Verrill Schurman

Posters

Introduction: Evidenced-based tools have long existed to combat pain and anxiety associated with needle sticks, yet the gap between knowledge and uptake persists. Prior to COVID-19, our institution initiated a quality improvement (QI) program to improve comfort measure (CM) uptake, beginning with specific clinical areas with intent to scale up over time. When the COVID-19 vaccine was approved, mass vaccination clinics provided an opportunity to rapidly improve CM uptake across the institution. Methods: Mass vaccination clinics were staffed by nurses from across the hospital. Clinics occurred in 3 waves, based on federal approval for age groups (1: 12y+, 2: 5-11y, …

Risk Factors For Seizure Recurrence After Initial Withdrawal Of Anti-Seizure Medications In Children With Epilepsy At Aga Khan University Hospital, Nairobi, Kenya, Nicholas Odero, Katherine Oyieke, Sanson Gwer, Pauline Samia

Paediatrics and Child Health, East Africa

Objectives: We sought to determine risk factors associated with seizure recurrence following initial withdrawal of anti-seizure medications (ASM) among children with epilepsy.

Methods: This was a retrospective observational study of children aged between 2 and 18 years with a diagnosis of epilepsy who underwent withdrawal of anti-seizure medication following remission of seizures. All eligible medical records between January 2011 and December 2019 were included. Demographic, clinical, imaging and electroencephalography data of all eligible patients were analyzed against seizure remission within 24 months after withdrawal of ASM, using appropriate parametric and non-parametric tests.

Results: A total of 49 …

A Case Of Hexasomy 15q Due To A Tricentric Supernumerary Chromosome 15, Emily Farrow, Laura A. Cross, Bonnie Sullivan, Keely M. Fitzgerald, Joseph Alaimo, Elena Repnikova, John Herriges, Lei Zhang

Posters

Background: A 7-month-old male with a history of developmental delay, plagiocephaly, hypotonia, chronic cough/congestion was admitted for abnormal movements. Prolonged EEG revealed focal epilepsy and epileptic spasms. Genetic testing revealed a complex structurally rearranged chromosome 15 which contains two inverted duplicated chromosome 15s joined together at one end, resulting in partial hexasomy for 15q. Case presentation: The proband was born to a G2P2 33-year-old mother following an uncomplicated pregnancy at 40 weeks 2 days gestation. At birth he was 6lbs 8oz, 20in long, and APGARs were 3/5/9 at 1/5/10 minutes. At delivery he was limp, pale and had poor tone …

Psychosocial Needs Of Pediatric Patients With Cancer Predisposition Syndromes: Standardized Screening Needed, Meredith Ehrhardt, Mirae Fornander, Rachel Moore

Posters

Introduction Cancer predisposition syndromes (CPS; e.g., Li-Fraumeni syndrome, Von Hippel-Lindau syndrome) require routine, standardized medical monitoring with accompanying unique, complex psychosocial needs (e.g., family medical needs). Despite limited research within pediatric populations, emerging literature has begun to support the benefit of routine psychosocial screening in this population. Very few pediatric CPS clinics with dedicated psychosocial care (i.e., psychology) exist in the U.S. and there is currently no standard of care for psychosocial support of CPS patients. This study aims to better understand the psychosocial needs of pediatric CPS patients and support the need for a standardized psychosocial screening protocol among …

Objective And Self-Report Outcomes Of Intensive Interdisciplinary Pain Treatment For Youth With Chronic Pain With And Without Functional Neurological Disorder, Kelsey Zaugg, Dustin Wallace, Kayla Friesen, Cara M. Hoffart

Posters

Introduction: Intensive interdisciplinary pain treatment (IIPT) is effective for youth with chronic pain (CP). Many from this population also experience functional neurological disorder (FND). Treatment outcomes for patients with CP and FND during and after IIPT have not been thoroughly examined, and studies utilizing objective physical and occupational therapy measures are particularly lacking. Methods: 301 adolescents (M age=15.34 years, 84.4% girls, CP only: 187, CP and FND: 114) participated in individualized physical, occupational, psychological, and other therapies. Self-report (COPM, functioning) and objective (BOT-2, 6-minute-walk) measures were administered pre-IIPT, post-IIPT, 6-months-post, and one-year-post. Results: Overall, there were strong and statistically significant …

Prevalence Of Iron Deficiency In Patients With Inherited Bleeding Disorders, Thomas Cochran, Brian Lee, Shannon Carpenter

Posters

Background: Synthesis of hemoglobin is one of several important roles iron plays in the human body. Approximately 50% of all anemia cases may be caused by iron deficiency which is frequently caused by chronic blood loss. Patients with bleeding disorders have greater propensity for blood loss and therefore may have a higher prevalence of iron deficiency when compared to the general population. However, few studies have assessed the prevalence of iron deficiency in children with inherited bleeding disorders. Objectives: This study aims to identify the prevalence of iron deficiency in children with an inherited bleeding disorder. Methods: A retrospective analysis …

Injured Proximal Tubules Stain Positivity For Arginase-1 To Indicate Acute Tubular Injury (Ati), Jessica Anderson, Neal Blatt, Olabisi Afolayan-Oloye, Hassan Kanaan, Wei Li, Larysa Wickman, Ping Zhang

Conference Presentation Abstracts

Background: A recent study indicates that arginase-1 participates in M2 macrophage-mediated renal tubular regeneration in a rodent model (Shin et al. JASN 2022). As injured proximal tubule cells have a phagocytotic capacity (stain positively for CD68 and kidney injury moleucule-1 in previous studies), we hypothesized that the injured proximal tubules may stain positively for arginase1. Design: We analyzed PAS-stained renal biopsy sections for evidence of ATI using a semiquantitative scale: 0 (no injury) to 1-2+ (mild to moderate ATI) to 3+ (severe ATI). First group (N=7) consisted of renal biopsies that had no evidence of ATI or were obtained from …

Validation Of The Entrainment Signal Regularity Index And Associations With Children’S Changes In Bmi, Jennette P Moreno, Kevin M Hannay, Amy R Goetz, Olivia Walch, Philip Cheng

Children’s Nutrition Research Center Staff Publications

Objective: This study examined the validity of a novel metric of circadian health, the Entrainment Signal Regularity Index (ESRI), and its relationship to changes in BMI during the school year and summer.

Methods: In a longitudinal observational data set, this study examined the relationship between ESRI score and children's (n = 119, 5- to 8-year-olds) sleep and physical activity levels during the school year and summer, differences in ESRI score during the school year and summer, and the association of ESRI score during the school year and summer with changes in BMI across those time periods.

Results: The ESRI score …

Independent Associations Of Neighborhood Deprivation And Patient-Level Social Determinants Of Health With Textbook Outcomes After Inpatient Surgery, Susanne Schmidt, Jeongsoo Kim, Michael A Jacobs, Daniel E Hall, Karyn B Stitzenberg, Lillian S Kao, Bradley B Brimhall, Chen-Pin Wang, Laura S Manuel, Hoah-Der Su, Jonathan C Silverstein, Paula K Shireman

Faculty, Staff and Student Publications

OBJECTIVE: Assess associations of Social Determinants of Health (SDoH) using Area Deprivation Index (ADI), race/ethnicity and insurance type with Textbook Outcomes (TO).

SUMMARY BACKGROUND DATA: Individual- and contextual-level SDoH affect health outcomes, but only one SDoH level is usually included.

METHODS: Three healthcare system cohort study using National Surgical Quality Improvement Program (2013-2019) linked with ADI risk-adjusted for frailty, case status and operative stress examining TO/TO components (unplanned reoperations, complications, mortality, Emergency Department/Observation Stays and readmissions).

RESULTS: Cohort (34,251 cases) mean age 58.3 [SD=16.0], 54.8% females, 14.1% Hispanics, 11.6% Non-Hispanic Blacks, 21.6% with ADI>85, and 81.8% TO. Racial and …

Properties Of A Combined Measure Of Reading And Writing: The Assessment Of Writing, Self-Monitoring And Reading (Awsm Reader), Anthony R Gioia, Yusra Ahmed, Steven P Woods, Paul T Cirino

Faculty, Staff and Student Publications

There is significant overlap between reading and writing, but no known standardized measure assesses these jointly. The goal of the present study is to evaluate the properties of a novel measure, the Assessment of Writing, Self-Monitoring, and Reading (AWSM Reader), that simultaneously evaluates both reading comprehension and writing. In doing so, we evaluate reliability (Cronbach’s alpha) and various aspects of construct-related validity, including separate criterion measures of reading and writing, and the AWSM Reader’s relations with other variables, including language and executive function (EF), both of which are implicated for both reading and writing. Participants were 377 3rd, 4th, and …

Tubers Affecting The Fusiform Face Area Are Associated With Autism Diagnosis, Alexander L Cohen, Mallory R Kroeck, Juliana Wall, Peter Mcmanus, Arina Ovchinnikova, Mustafa Sahin, Darcy A Krueger, E Martina Bebin, Hope Northrup, Joyce Y Wu, Simon K Warfield, Jurriaan M Peters, Michael D Fox, Acern Study Group

Faculty, Staff and Student Publications

OBJECTIVE: Tuberous sclerosis complex (TSC) is associated with focal brain "tubers" and a high incidence of autism spectrum disorder (ASD). The location of brain tubers associated with autism may provide insight into the neuroanatomical substrate of ASD symptoms.

METHODS: We delineated tuber locations for 115 TSC participants with ASD (n = 31) and without ASD (n = 84) from the Tuberous Sclerosis Complex Autism Center of Excellence Research Network. We tested for associations between ASD diagnosis and tuber burden within the whole brain, specific lobes, and at 8 regions of interest derived from the ASD neuroimaging literature, including the anterior …

A National, Electronic Health Record-Based Study Of Perinatal Hemorrhagic And Ischemic Stroke, Stuart Fraser, Samantha M Levy, Yashar Talebi, Sean I Savitz, Alicia Zha, Gen Zhu, Hulin Wu

Faculty, Staff and Student Publications

BACKGROUND: Perinatal stroke occurs in approximately 1 in 1100 live births. Large electronic health record (EHR) data can provide information on exposures associated with perinatal stroke in a larger number of patients than is achievable through traditional clinical studies. The objective of this study is to assess prevalence and odds ratios of known and theorized comorbidities with perinatal ischemic and hemorrhagic stroke.

METHODS: The data for patients aged 0-28 days with a diagnosis of either ischemic or hemorrhagic stroke were extracted from the Cerner Health Facts Electronic Medical Record (EMR) database. Incidence of birth demographics and perinatal complications were recorded. …

Community-Onset Bacterial Coinfection In Children Critically Ill With Severe Acute Respiratory Syndrome Coronavirus 2 Infection., Kristin L. Moffitt, Mari M. Nakamura, Cameron C. Young, Margaret M. Newhams, Natasha B. Halasa, J Nelson Reed, Julie C. Fitzgerald, Philip C. Spinella, Vijaya L. Soma, Tracie C. Walker, Laura L. Loftis, Aline B. Maddux, Michele Kong, Courtney M. Rowan, Charlotte V. Hobbs, Jennifer E. Schuster, Becky J. Riggs, Gwenn E. Mclaughlin, Kelly N. Michelson, Mark W. Hall, Christopher J. Babbitt, Natalie Z. Cvijanovich, Matt S. Zinter, Mia Maamari, Adam J. Schwarz, Aalok R. Singh, Heidi R. Flori, Shira J. Gertz, Mary A. Staat, John S. Giuliano, Saul R. Hymes, Katharine N. Clouser, John Mcguire, Christopher L. Carroll, Neal J. Thomas, Emily R. Levy, Adrienne G. Randolph

Manuscripts, Articles, Book Chapters and Other Papers

BACKGROUND: Community-onset bacterial coinfection in adults hospitalized with coronavirus disease 2019 (COVID-19) is reportedly uncommon, though empiric antibiotic use has been high. However, data regarding empiric antibiotic use and bacterial coinfection in children with critical illness from COVID-19 are scarce.

METHODS: We evaluated children and adolescents agedadmission, we adjudicated whether patients had community-onset bacterial coinfection. We compared demographic and clinical characteristics of those who did and did not (1) receive antibiotics and (2) have bacterial coinfection early in admission. Using Poisson regression models, we assessed factors associated with these outcomes.

RESULTS: Of the 532 patients, 63.3% received empiric antibiotics, but …

Thoracolumbar Scoliosis In Pediatric Patients With Loeys-Dietz Syndrome: A Case Series, Melissa A Lopresti, Prazwal Athukuri, A Basit Khan, Marc Prablek, Rajan Patel, Rory Mayer, David F Bauer, Frank T Gerow, Shaine A Morris, Sandi Lam, Vijay Ravindra

Faculty, Staff and Students Publications

Background Loeys-Dietz syndrome (LDS) is a genetic connective tissue disorder that predominantly affects cardiovascular, skeletal, and craniofacial structures. Associated thoracolumbar scoliosis in LDS can be challenging to manage, though other etiologies of pediatric scoliosis have better-defined management guidelines. We examined our institutional experience regarding the treatment of pediatric patients with LDS and scoliosis. Methodology In this retrospective study, all patients seen at our pediatric tertiary care center from 2004 through 2018 with a diagnosis of LDS were reviewed, and those with radiographic diagnoses of scoliosis (full-length scoliosis X-rays) were included. Demographic, clinical, and radiographic parameters were collected, and management strategies …

Prevalence Of Abnormal Spirometry In Individuals With A Smoking History And No Known Obstructive Lung Disease, Thuonghien V Tran, Gregory L Kinney, Alejandro Comellas, Karin F Hoth, Arianne K Baldomero, A James Mamary, Jeffrey L Curtis, Nicola Hanania, Richard Casaburi, Kendra A Young, Victor Kim, Barry Make, Emily S Wan, Alejandro A Diaz, John Hokanson, James D Crapo, Edwin K Silverman, Surya P Bhatt, Elizabeth Regan, Spyridon Fortis, Copdgene® Investigators – Core Units, Copdgene® Investigators – Clinical Centers

Faculty, Staff and Students Publications

INTRODUCTION: Recent evidence suggests a high prevalence of undiagnosed chronic obstructive pulmonary disease (COPD). These individuals are at risk of exacerbations and delayed treatment. We analyzed an at-risk population for the prevalence of abnormal spirometry to provide clarity into who should undergo early spirometry.

METHODS: We analyzed data from the COPDGene study. Participants with ≥10 pack-years of smoking were included. Individuals with self-reported or physician-diagnosed COPD, asthma, chronic bronchitis, emphysema and/or were on inhalers were excluded. Parsimonious multivariable logistic regression models identified factors associated with abnormal spirometry, defined as either airflow obstruction (AFO) or preserved ratio impaired spirometry. Variables were …