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1.
Pediatr Pulmonol ; 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38837889

ABSTRACT

INTRODUCTION: Obstructive sleep apnea (OSA) in infants is treated with low flow oxygen via nasal cannula (NC), CPAP (continous positive airway pressure), or surgery. Literature supports the use of high flow NC (HFNC) in children in the outpatient setting, however there is limited data on the use of HFNC in infants. OBJECTIVE: The purpose of this study was to compare HFNC and low-flow oxygen as treatments for OSA in infants. METHODS: A prospective pilot study was performed at two institutions. Infants with primarily OSA underwent a 3-4 h sleep study with HFNC titration at 6-14 lpm for OSA, followed by clinical polysomnography (PSG) for oxygen titration (1/8-1 lpm). Infants with primarily central apnea were excluded. RESULTS: Nine infants were enrolled, with a mean age of 1.3 ± 1.7 months. Average apnea hypopnea index (AHI), average obstructive apnea hypopnea index (OAHI) and average central apnea index during the diagnostic PSG was 17.2 ± 7/h, 13.4 ± 5.4/h and 3.7 ± 4.8/h respectively. OSA improved in 44.4% of subjects with HFNC; the mean AHI and OAHI decreased from 15.6 ± 5.65/h and 12.8 ± 4.4/h on diagnostic PSG to 5.12 ± 2.5/h and 4.25 ± 2.5/h on titration PSG. OSA improved universally with low flow oxygen; the mean AHI decreased from 17.2 ± 7/h on diagnostic PSG to 4.44 ± 3.6/h on titration PSG. CONCLUSION: HFNC reduced OSA in some infants, though low flow oxygen reduced OSA in all subjects. Respiratory instability (high loop gain) in infants may explain why infants responded to low flow oxygen. More studies are needed to determine if HFNC is beneficial in selected groups of infants with OSA.

2.
JAMA Netw Open ; 7(2): e2354595, 2024 Feb 05.
Article in English | MEDLINE | ID: mdl-38324312

ABSTRACT

Importance: Pediatric data on inpatient home insulin pumps are absent in the literature. Understanding safety of home insulin pumps, managed by patients or caregivers, during times of illness will help diabetes technology securely move into pediatric hospitals. Objective: To examine whether insulin can be safely and accurately delivered to hospitalized children through home insulin pumps when managed by patients or caregivers. Design, Setting, and Participants: This single-center, retrospective, observational cohort study included children with insulin-dependent diabetes admitted to a tertiary children's hospital from January 1, 2016, to December 31, 2021. In all these patients, diabetes was the primary or secondary diagnosis on admission. Exposure: Insulin delivery via home insulin pump, hospital insulin pump, or subcutaneous injection. Main Outcomes and Measures: Hyperglycemia (glucose, >250 mg/dL) and hypoglycemia (glucose, <45 mg/dL) rates (quantified as the proportion of total insulin-days), glucose variability, and diabetic ketoacidosis (DKA) recurrences were compared for hospital pumps (manual mode), home pumps (manual mode), and subcutaneous injections using bivariate tests. Results: There were 18 096 insulin-days among 2738 patients aged 0.5 to 25 years (median age, 15.8 years [IQR, 12.3-18.3 years]). Overall, 990 (5.5%) of insulin-days involved hospital insulin pumps, and 775 (4.3%) involved home pumps. A total of 155 insulin-days (15.7%) involving hospital pumps were hyperglycemic, compared with 209 (27.0%) involving home pumps and 7374 (45.2%) involving injections (P < .001). Moderate hypoglycemia days comprised 31 insulin-days (3.1%) involving hospital pumps compared with 35 (4.5%) involving home pumps and 830 (5.1%) involving injections (P = .02). Severe hypoglycemia did not differ significantly according to insulin delivery method. Two patients using injections (0.01%) developed DKA; no patients using hospital or home pumps developed DKA. Conclusions and Relevance: In this cohort study, home insulin pump use was found to be safe in a children's hospital regarding hyperglycemia and hypoglycemia. These data support use of home insulin pumps during pediatric admissions in patients who do not require intensive care and without active DKA.


Subject(s)
Diabetes Mellitus, Type 1 , Diabetic Ketoacidosis , Hyperglycemia , Hypoglycemia , Humans , Child , Adolescent , Child, Hospitalized , Cohort Studies , Retrospective Studies , Insulin, Regular, Human , Insulin , Glucose , Hospitals, Pediatric
3.
Clin Teach ; : e13753, 2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38419551

ABSTRACT

BACKGROUND: Children with chronic medical conditions and their families have significant emotional health concerns, yet paediatricians are often ill-equipped to address these needs. The American Board of Pediatrics launched the Roadmap Project to better support emotional health as part of routine care. We present pilot work in paediatric training programmes to test educational approaches and explore lessons learned. APPROACH: Four institutions implemented Roadmap tools into their paediatric training programmes, either incorporating them into existing educational structures or embedding them into the clinical workplace. One programme utilised an existing longitudinal curriculum, and another incorporated into a block rotation. Two programmes embedded training for residents into a larger programme for the healthcare team within the clinical space, one in outpatient clinics and one in an inpatient service. EVALUATION: Evaluation strategies at each site matched the intended outcomes. Sites working within education programmes evaluated learners, demonstrating increases in resident skills and confidence on pre-/post-self-assessments. Sites embedding tools into the practice context measured changes in the clinical practice of the healthcare team. Despite variability in implementation, all approaches improved trainee skills; sites embedding education into a clinical setting saw greater changes in clinical practice. IMPLICATIONS: Our pilot provided structure yet allowed for flexibility, and all sites improved trainee skills. Engaging the entire healthcare team within practice settings appears advantageous, thus embedding education into clinical practice may be preferable to a separate education programme. Similar to outcomes found in interprofessional education (IPE), educating clinical teams together may be more impactful for cultural shifts needed for changing clinical practice.

4.
Sleep ; 47(2)2024 Feb 08.
Article in English | MEDLINE | ID: mdl-38092705

ABSTRACT

STUDY OBJECTIVES: Obstructive sleep apnea (OSA) adversely affects normal blood pressure (BP) and may disrupt circadian BP patterns. We sought to examine 24-hour circadian BP rhythms in children with OSA and healthy controls. METHODS: Children 5-14 years with OSA and healthy controls underwent 24-hour BP monitoring and actigraphy to quantify sleep. Shape invariant statistical models compared circadian BP patterns (e.g. times of BP peaks, time arrived at peak BP velocity [TAPV]) in the OSA and control groups. RESULTS: The analytic sample included 219 children (mild OSA: n = 52; moderate-to-severe OSA (MS-OSA): n = 50; controls: n = 117). In the morning, the MS-OSA group had earlier TAPV for DBP than controls (51 minutes, p < 0.001). TAPV in the evening was earlier for the MS-OSA group than controls (SBP: 95 minutes, p < 0.001; DBP: 28 minutes, p = 0.028). At mid-day, SBP and DBP velocity nadirs were earlier for the MS-OSA group than controls (SBP: 57 minutes, p < 0.001; DBP: 38 minutes, p < 0.01). The MS-OSA group reached most BP values significantly earlier than controls; the largest differences were 118 minutes (SBP) and 43 minutes (DBP) (p < 0.001). SBP and DBP were elevated in the MS-OSA group (hours 18-21 and 7--12, respectively, p < 0.01) compared to controls. The MS-OSA group was prone to "non-dipping" compared to controls (SBP: odds ratio [OR] = 2.16, 95% CI: 1.09, 4.29; DBP: OR = 3.45, 95% CI: 1.21, 10.23). CONCLUSIONS: Children with MS-OSA had changes in circadian BP patterns, namely earlier TAPV and BP peaks and nadirs than controls. Circadian disturbances in BP rhythms may be key to mapping the natural history of BP dysregulation in children with OSA.


Subject(s)
Hypertension , Sleep Apnea, Obstructive , Humans , Child , Blood Pressure/physiology , Circadian Rhythm/physiology , Sleep Apnea, Obstructive/complications , Sleep/physiology , Blood Pressure Monitoring, Ambulatory
5.
Pediatr Pulmonol ; 59(1): 95-100, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37796090

ABSTRACT

OBJECTIVE: Patients with cystic fibrosis (CF) often bring education-related concerns to their medical teams. Concerns around the ability for CF care teams to identify and address these concerns exist. We sought to describe CF care team perceptions of (1) patient and family education-related needs, (2) how these needs are identified, documented and addressed, and (3) education-related resource gaps. METHODS: A survey was emailed to pediatric care teams in the CF Foundation Care Center Network in April 2022. Individuals or care teams could complete the survey. Responses were aggregated for descriptive analysis. RESULTS: Sixty-seven programs responded representing 52% of United States pediatric CF centers. Most centers (88%) indicated social workers primarily address school concerns. Care teams often complete school forms (99%), coach families to communicate with schools (96%), communicate with schools directly (90%), and develop educational plans (76%). Formal education risk assessment and support programs are relatively uncommon (19%). Common student-specific needs include carrying medications (75%) and leaving class for gastrointestinal issues (54%). Needs reported are informational materials for families and schools (94%), staff education about school concerns and how to address them (91%), additional staff for education-related issues (65%), and expertise in education plan development (62%). CONCLUSION: CF care teams often lack comprehensive resources to identify and address education-related concerns. Systematically performing needs assessments, improving training for providers, and evaluating the benefits of education specialists on care teams may better identify and address education-related needs. Supporting educational progression will foster continued independence and well-being in adulthood.


Subject(s)
Cystic Fibrosis , Humans , Child , United States , Cystic Fibrosis/therapy , Schools , Surveys and Questionnaires , Students , Patient Care Team
6.
Hosp Pediatr ; 13(12): 1039-1047, 2023 Dec 01.
Article in English | MEDLINE | ID: mdl-37927058

ABSTRACT

BACKGROUND AND OBJECTIVES: Performance of minor procedures is highly variable among pediatric hospitalists. Our objective was to describe procedural frequency and measure self-assessed competence in recommended minor procedures among practicing hospitalists. METHODS: An electronic survey was administered across 20 US institutions. An individual survey assessed training, frequency, independence, and success in performing 11 minor procedures. The site survey described practice settings at participating study sites. The primary outcome was respondents' self-assessed competence (SAC), derived by averaging self-assessed independence and success scores (each on a 5-point Likert scale) across all 11 minor procedures. Associations between predictor variables and SAC were determined through analysis of variance for categorical variables and fitted regression models for continuous variables. RESULTS: Of the 360 survey respondents, the majority were female (70%), not fellowship trained (78%), and had 10 years or fewer experience as a hospitalist (72%). Lumbar puncture and bag mask ventilation were most frequently performed. Greater procedural frequency and time since graduation from training were associated with higher SAC scores among respondents. Practice characteristics, including comanagement of patients and reserved time for practicing procedures, were associated with higher SAC scores. The presence of a simulation center and fellowship program was not associated with higher SAC scores. CONCLUSIONS: Pediatric hospitalists that performed procedures more frequently had higher self-assessed procedural competence. Tailored opportunities with increased hands-on experience in performing minor procedures may be important to develop and maintain procedural skills.


Subject(s)
Hospitalists , Humans , Male , Female , Child , Surveys and Questionnaires , Spinal Puncture , Fellowships and Scholarships
7.
Pediatr Pulmonol ; 58(12): 3458-3465, 2023 Dec.
Article in English | MEDLINE | ID: mdl-37701984

ABSTRACT

BACKGROUND: Sleep disordered breathing (SDB) may exacerbate asthma and is a treatable comorbidity. OBJECTIVE: To design and implement a screening process for SDB in patients hospitalized for asthma exacerbation using quality improvement (QI) methods. We sought to improve screening for SDB from zero to 60% from July 2019 to December 2020. DESIGN/METHODS: A multidisciplinary team used QI methods to screen for SDB using the Michigan pediatric sleep questionnaire (PSQ) in patients 2-18 years hospitalized for asthma exacerbation. Key interventions included: pairing the PSQ screen with another element of routine care (the asthma risk factor screen), educating staff and physicians, engaging respiratory therapists to complete the PSQ and document scores, and modifying the electronic medical record (asthma order set and flowsheet for PSQ score documentation). A run chart tracked progress and descriptive statistics were generated. RESULTS: There were 2067 patients admitted for asthma exacerbation during this project. The PSQ was completed for 1531 patients (74%) overall. Of screened patients, 360 (24%) had a positive PSQ; the mean age was 8.6 years. Approximately 14 months after the project began, ~90% of children admitted for asthma were being screened; subsequently, >80% of patients were being screened until May 2022. Screening with the PSQ occurred approximately 90% of the time when routine asthma risk screens were completed. CONCLUSION: A screening process for SDB was successfully implemented and appeared feasible and sustainable. The high proportion of positive screens reinforces the importance of evaluating for SDB in the high-risk population of children requiring hospitalization for asthma exacerbation.


Subject(s)
Asthma , Sleep Apnea Syndromes , Child , Humans , Sleep Apnea Syndromes/complications , Sleep Apnea Syndromes/diagnosis , Sleep Apnea Syndromes/epidemiology , Sleep , Comorbidity , Asthma/complications , Asthma/diagnosis , Asthma/epidemiology , Surveys and Questionnaires
8.
J Asthma ; 60(12): 2189-2197, 2023 12.
Article in English | MEDLINE | ID: mdl-37345884

ABSTRACT

Objective: The Child Asthma Risk Assessment Tool (CARAT) identifies risk factors for asthma morbidity. We hypothesized that CARAT-identified risk factors (using a CARAT adapted for inpatient use) would be associated with future healthcare utilization and would identify areas for intervention.Methods: We reviewed CARAT data collected during pediatric asthma admissions from 2010-2015, assessing for risk factors in environmental, medical, and social domains and providing prompts for inpatient (specialist consultation or social services engagement) and post-discharge interventions (home care visit or home environmental assessment). Confirmatory factor analysis identified groups of CARAT-identified risk factors with similar effects on healthcare utilization (latent factors). Structural equation models then evaluated relationships between latent factors and future utilization.Results: There were 2731 unique patients admitted for asthma exacerbations; 1015 (37%) had complete CARAT assessments and were included in analyses. Those with incomplete CARAT assessments were more often younger and privately-insured. CARAT-identified risk factors across domains were common in children hospitalized for exacerbations. Risks in the environmental domain were most common. Inpatient asthma consults by pulmonologists or allergists and home care referrals were the most frequent interventions indicated (62%, 628/1015, and 50%, 510/1015, respectively). Two latent factors were positively associated with healthcare utilization in the year after index stay - social stressors and known/suspected allergies (both p < 0.05). Stratified analyses analyzing data just from those children with prior healthcare utilization also indicated known/suspected allergies to be positively associated with future utilization.Conclusions: Inpatient interventions to address social stressors and allergic profiles may be warranted to reduce subsequent asthma morbidity.


Subject(s)
Asthma , Hypersensitivity , Humans , Child , Asthma/diagnosis , Asthma/epidemiology , Asthma/therapy , Aftercare , Patient Discharge , Hospitalization , Risk Assessment , Hypersensitivity/complications
10.
Pediatr Pulmonol ; 58(2): 433-440, 2023 Feb.
Article in English | MEDLINE | ID: mdl-36226360

ABSTRACT

BACKGROUND: Sharing data across institutions is critical to improving care for children who are using long-term mechanical ventilation (LTMV). Mechanical ventilation data are complex and poorly standardized. This lack of data standardization is a major barrier to data sharing. OBJECTIVE: We aimed to describe current ventilator data in the electronic health record (EHR) and propose a framework for standardizing these data using a common data model (CDM) across multiple populations and sites. METHODS: We focused on a cohort of patients with LTMV dependence who were weaned from mechanical ventilation (MV). We extracted and described relevant EHR ventilation data. We identified the minimum necessary components, termed "Clinical Ideas," to describe MV from time of initiation to liberation. We then utilized existing resources and partnered with informatics collaborators to develop a framework for incorporating Clinical Ideas into the PEDSnet CDM based on the Observational Medical Outcomes Partnership (OMOP). RESULTS: We identified 78 children with LTMV dependence who weaned from ventilator support. There were 25 unique device names and 28 unique ventilation mode names used in the cohort. We identified multiple Clinical Ideas necessary to describe ventilator support over time: device, interface, ventilation mode, settings, measurements, and duration of ventilation usage per day. We used Concepts from the SNOMED-CT vocabulary and integrated an existing ventilator mode taxonomy to create a framework for CDM and OMOP integration. CONCLUSION: The proposed framework standardizes mechanical ventilation terminology and may facilitate efficient data exchange in a multisite network. Rapid data sharing is necessary to improve research and clinical care for children with LTMV dependence.


Subject(s)
Electronic Health Records , Respiration, Artificial , Child , Humans , Ventilators, Mechanical , Respiratory Physiological Phenomena
11.
Pediatrics ; 149(6)2022 06 01.
Article in English | MEDLINE | ID: mdl-35641471

ABSTRACT

BACKGROUND AND OBJECTIVES: Children requiring long-term mechanical ventilation are at high risk of mortality. Setting ventilator alarms may improve safety, but best practices for setting ventilator alarms have not been established. Our objective was to increase the mean proportion of critical ventilator alarms set for those children requiring chronic mechanical ventilation followed in our pulmonary clinic from 63% to >90%. METHODS: Using the Institute for Healthcare Improvement Model for Improvement, we developed, tested, and implemented a series of interventions using Plan-Do-Study-Act cycles. We followed our progress using statistical process control methods. Our primary interventions were: (1) standardization of the clinic workflow, (2) development of an algorithm to guide physicians in selecting and setting ventilator alarms, (3) updating that algorithm based on review of failures and inpatient testing, and (4) enhancing staff engagement to change the culture surrounding ventilator alarms. RESULTS: We collected baseline data from May 1 to July 13, 2017 on 130 consecutive patients seen in the pulmonary medicine clinic. We found that 63% of critical ventilator alarms were set. Observation of the process, standardization of workflow, and adaptation of an alarm algorithm led to an increase to 85.7% of critical alarms set. Through revising our algorithm to include an apnea alarm, and maximizing provider engagement, more than 95% of critical ventilator alarms were set, exceeding our goal. We sustained this improvement through January 2021. CONCLUSIONS: Our stepwise approach, including process standardization, staff engagement, and integration of an alarm algorithm, improved the use of ventilator alarms in chronically ventilated pediatric patients.


Subject(s)
Respiration, Artificial , Ventilators, Mechanical , Algorithms , Child , Equipment Failure , Humans , Reference Standards
12.
Am J Gastroenterol ; 117(6): 902-917, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35442220

ABSTRACT

INTRODUCTION: Evidence about specific carbohydrate diet (SCD) for inflammatory bowel disease (IBD) is limited. We conducted 54 single-subject, double-crossover N-of-1 trials comparing SCD with a modified SCD (MSCD) and comparing each with the participant's baseline, usual diet (UD). METHODS: Across 19 sites, we recruited patients aged 7-18 years with IBD and active inflammation. Following a 2-week baseline (UD), patients were randomized to 1 of 2 sequences of 4 alternating 8-week SCD and MSCD periods. Outcomes included fecal calprotectin and patient-reported symptoms. We report posterior probabilities from Bayesian models comparing diets. RESULTS: Twenty-one (39%) participants completed the trial, 9 (17%) completed a single crossover, and 24 (44%) withdrew. Withdrawal or early completion occurred commonly (lack of response [n = 11], adverse events [n = 11], and not desiring to continue [n = 6]). SCD and MSCD performed similarly for most individuals. On average, there was <1% probability of a clinically meaningful difference in IBD symptoms between SCD and MSCD. The average treatment difference was -0.3 (95% credible interval -1.2, 0.75). There was no significant difference in the ratio of fecal calprotectin geometric means comparing SCD and MSCD (0.77, 95% credible interval 0.51, 1.10). Some individuals had improvement in symptoms and fecal calprotectin compared with their UD, whereas others did not. DISCUSSION: SCD and MSCD did not consistently improve symptoms or inflammation, although some individuals may have benefited. However, there are inherent difficulties in examining dietary changes that complicate study design and ultimately conclusions regarding effectiveness.


Subject(s)
Colitis, Ulcerative , Crohn Disease , Leukocyte L1 Antigen Complex , Adolescent , Bayes Theorem , Child , Colitis, Ulcerative/complications , Colitis, Ulcerative/diet therapy , Crohn Disease/complications , Crohn Disease/diet therapy , Diet , Feces/chemistry , Humans , Inflammation/complications , Inflammation/diet therapy , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/diet therapy , Leukocyte L1 Antigen Complex/analysis , Precision Medicine
13.
Hosp Pediatr ; 12(3): 325-335, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35128557

ABSTRACT

OBJECTIVES: Dexamethasone is increasingly used for the management of children hospitalized with asthma in place of prednisone, yet data regarding the effectiveness of dexamethasone in children with asthma exacerbation severe enough to require hospitalization are limited. Our objective is to compare the effectiveness of dexamethasone versus prednisone in children hospitalized with an asthma exacerbation on 30-day reutilization. METHODS: We conducted a retrospective cohort study at an urban, quaternary children's hospital of children aged 4 to 17 years, hospitalized from January 1, 2014 to December 31, 2017, with a primary discharge diagnosis of asthma. A covariate-balanced propensity score was derived to account for physician discretion in steroid selection. A generalized linear model, including inverse probability treatment weighting, was used to detect differences in 30-day return utilization (unplanned readmission or emergency department visit) between children whose first dose of corticosteroid was dexamethasone versus prednisone. RESULTS: Inclusion criteria were met by 1161 patients, of which 510 (44%) first received dexamethasone versus 651 (56%) who first received prednisone. The total cohort had a mean age of 8.5 years (SD 3.4). The covariate-balanced cohort had no significant differences in demographic characteristics or illness severity between groups. The dexamethasone group had a return utilization of 3.9% (20 of 510) versus 2.2% (14 of 651) for children treated with prednisone. The propensity score-adjusted analysis revealed the steroid treatment was not found to significantly affect the 30-day reutilization (adjusted odds ratio [aOR] 1.61; 95%CI 0.80-3.31). CONCLUSIONS: The initial steroid choice (dexamethasone versus prednisone) was not associated with 30-day reutilization after hospitalization for an asthma exacerbation.


Subject(s)
Asthma , Dexamethasone , Adolescent , Asthma/diagnosis , Asthma/drug therapy , Child , Child, Preschool , Dexamethasone/therapeutic use , Hospitalization , Humans , Prednisone/therapeutic use , Retrospective Studies
14.
Pediatrics ; 149(1)2022 01 01.
Article in English | MEDLINE | ID: mdl-35104886

ABSTRACT

OBJECTIVES: Adverse drug events (ADEs) during hospitalization are common. Insulin-related events, specifically, are frequent and preventable. At a tertiary children's hospital, we sought to reduce insulin-related ADEs by decreasing the median event rate of hyper- and hypoglycemia over a 12-month period. METHODS: Using Lean 6 σ methodology, we instituted a house-wide process change from a single-order ordering process to a pro re nata (PRN) standing order process. The standardized process included parameters for administration and intervention, enabling physician and nursing providers to practice at top of licensure. Automated technology during dose calculation promoted patient safety during dual verification processes. Control charts tracked rates of insulin-related ADEs, defined as hyperglycemia (glucose level >250 mg/dL) or hypoglycemia (glucose level <65 mg/dL). Events were standardized according to use rates of insulin on each nursing unit. The rates of appropriately timed insulin doses (within 30 minutes of a blood sugar check) were assessed. RESULTS: Baseline median house-wide frequencies of hyperglycemic and hypoglycemic episodes were 55 and 6.9 events (per 100 rapid-acting insulin days), respectively. The median time to insulin administration was 32 minutes. The implementation of the PRN process reduced the median frequencies of hyperglycemic and hypoglycemic episodes to 45 and 3.8 events, respectively. The median time to insulin administration decreased to 18 minutes. CONCLUSIONS: A PRN ordering process and education decreased insulin-associated ADEs and the time to insulin dosing compared with single-entry processes. Engaging bedside providers was instrumental in reducing insulin-related ADEs. Strategies that decrease the time from patient assessment to drug administration should be studied for other high-risk drugs.


Subject(s)
Hypoglycemic Agents/adverse effects , Insulin/adverse effects , Medical Order Entry Systems , Medication Errors/prevention & control , Quality Improvement/organization & administration , Hospitalization , Hospitals, Pediatric , Humans , Hyperglycemia/drug therapy , Hyperglycemia/etiology , Hypoglycemia/etiology , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Medical Staff, Hospital/education , Nursing Staff, Hospital/education
15.
J Allergy Clin Immunol Pract ; 9(12): 4393-4401.e8, 2021 12.
Article in English | MEDLINE | ID: mdl-34506966

ABSTRACT

BACKGROUND: Asthma exacerbations commonly lead to unplanned health care utilization and are costly. Early identification of children at increased risk of asthma exacerbations would allow a proactive management approach. OBJECTIVE: We evaluated common asthma risk factors to predict the probability of exacerbation for individual children aged 0-21 years using data from the electronic medical record (EMR). METHODS: We analyzed longitudinal EMR data for over 3000 participants with asthma seen at Cincinnati Children's Hospital Medical Center over a 7-year period. The study population was divided into 3 age groups: 0-4, 5-11, and 12-21 years. Each age group was divided into a derivation cohort and a validation cohort, which were used to build a risk score model. We predicted risk of exacerbation in the next 12 months, validated the scores by risk stratum, and developed a clinical tool to determine the risk level based on this model. RESULTS: Risk model results were confirmed with validation cohorts by calendar year and age groups. Race, allergic sensitization, and smoke exposure were each important risk factors in the 0-4 age group. Abnormal spirometry and obesity were more sensitive predictors of exacerbation in children >12 years. For each age group, a higher expanded score was associated with a higher predicted probability of an asthma exacerbation in the subsequent year. CONCLUSION: This asthma exacerbation prediction model, and the associated clinical tool, may assist clinicians in identifying children at high risk for exacerbation that may benefit from more aggressive management and targeted risk mitigation.


Subject(s)
Asthma , Asthma/diagnosis , Asthma/epidemiology , Child , Cohort Studies , Disease Progression , Humans , Infant, Newborn , Risk Assessment , Risk Factors , Spirometry
16.
J Appl Physiol (1985) ; 131(5): 1629-1639, 2021 11 01.
Article in English | MEDLINE | ID: mdl-34528458

ABSTRACT

Surgical treatment of obstructive sleep apnea (OSA) in children requires knowledge of upper airway dynamics, including the closing pressure (Pcrit), a measure of airway collapsibility. We applied a flow-structure interaction (FSI) computational model to estimate Pcrit in patient-specific upper airway models obtained from magnetic resonance imaging (MRI) scans. We sought to examine the agreement between measured and estimated Pcrit from FSI models in children with Down syndrome. We hypothesized that the estimated Pcrit would accurately reflect measured Pcrit during sleep and therefore reflect the severity of OSA as measured by the obstructive apnea-hypopnea index (AHI). All participants (n = 41) underwent polysomnography and sedated sleep MRI scans. We used Bland-Altman plots to examine the agreement between measured and estimated Pcrit. We determined associations between estimated Pcrit and OSA severity, as measured by AHI, using regression models. The agreement between passive and estimated Pcrit showed a fixed bias of -1.31 [confidence interval (CI) = -2.78, 0.15] and a nonsignificant proportional bias. A weaker agreement with active Pcrit was observed. A model including AHI, gender, an interaction term for AHI, and gender and neck circumference explained the largest variation (R2 = 0.61) in the relationship between AHI and estimated Pcrit (P < 0.0001). Overlap between the areas of the airway with the lowest stiffness, and areas of collapse on dynamic MRI, was 77.4 ± 30% for the nasopharyngeal region and 78.6 ± 33% for the retroglossal region. The agreement between measured and estimated Pcrit and the significant association with AHI supports the validity of Pcrit estimates from the FSI model.NEW & NOTEWORTHY We present a noninvasive method for estimating critical closing pressure (Pcrit) using fluid-structure interaction (FSI) simulations and magnetic resonance imaging (MRI) scans in patients with obstructive sleep apnea (OSA). We used patient-specific stiffness measures in our FSI model to account for any individual variability in the elasticity of soft tissues surrounding the upper airway. We validated this model by measuring the degree of agreement between measured and estimated Pcrit.


Subject(s)
Pharynx , Sleep Apnea, Obstructive , Child , Humans , Magnetic Resonance Imaging , Pharynx/diagnostic imaging , Polysomnography , Sleep
18.
J Pediatr ; 239: 168-174, 2021 12.
Article in English | MEDLINE | ID: mdl-34450122

ABSTRACT

OBJECTIVE: To evaluate structural and functional carotid changes and inflammatory profiles in children with obstructive sleep apnea (OSA) and healthy controls. STUDY DESIGN: Patients with OSA and matched controls (ages 5-13 years) were recruited. Proinflammatory cytokines and acute phase reactants were measured at 6:00 p.m. Common carotid artery measures were determined using ultrasound. Confirmatory factor analysis was used to determine subgroups of cytokines and their effects on carotid measures. RESULTS: Ninety-six patients participated (53 healthy controls, 43 patients with OSA). OSA was associated with increased proinflammatory cytokines (cluster of differentiation-40 ligand [CD40-L], interleukin [IL]-6, and IL-8) and high sensitivity C-reactive protein (P < .05 for all). One cytokine subgroup (IL-6 and IL-8) was negatively associated with markers of carotid function, indicating reduced arterial distensibility and increased stiffness (P < .05 for 3 ultrasound measures); and tumor necrosis factor-α had an opposing effect on carotid function compared with this cytokine subgroup (P < .05 for 2 ultrasound measures). Linear regression demonstrated significant associations between and tumor necrosis factor- α and 2 measures of carotid function (P < .05 for each). Children with OSA did not have functional or structural carotid changes compared with controls. CONCLUSION: OSA was not directly associated with structural and functional carotid changes but was associated with upregulation of key proinflammatory cytokines (sCD40-L, IL-6, and IL-8). Together, IL-6 and IL-8 were associated with changes in carotid function. Longitudinal studies are needed to demonstrate that the inflammatory milieu observed in our population is a precursor of atherosclerosis in children.


Subject(s)
Acute-Phase Proteins/metabolism , Atherosclerosis/etiology , Carotid Artery, Common/physiopathology , Cytokines/blood , Inflammation/etiology , Sleep Apnea, Obstructive/physiopathology , Adolescent , Atherosclerosis/blood , Atherosclerosis/diagnosis , Atherosclerosis/physiopathology , Biomarkers/blood , Carotid Artery, Common/diagnostic imaging , Carotid Artery, Common/pathology , Case-Control Studies , Child , Child, Preschool , Cross-Sectional Studies , Female , Humans , Inflammation/blood , Inflammation/diagnosis , Inflammation/physiopathology , Linear Models , Male , Prospective Studies , Sleep Apnea, Obstructive/blood , Sleep Apnea, Obstructive/complications , Ultrasonography
19.
Learn Health Syst ; 5(2): e10232, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33889737

ABSTRACT

BACKGROUND: The vision of learning healthcare systems (LHSs) is attractive as a more effective model for health care services, but achieving the vision is complex. There is limited literature describing the processes needed to construct such multicomponent systems or to assess development. METHODS: We used the concept of a capability maturity matrix to describe the maturation of necessary infrastructure and processes to create learning networks (LNs), multisite collaborative LHSs that use an actor-oriented network organizational architecture. We developed a network maturity grid (NMG) assessment tool by incorporating information from literature review, content theory from existing networks, and expert opinion to establish domains and components. We refined the maturity grid in response to feedback from network leadership teams. We followed NMG scores over time for nine LNs and plotted scores for each domain component with respect to SD for one participating network. We sought subjective feedback on the experience of applying the NMG to individual networks. RESULTS: LN leaders evaluated the scope, depth, and applicability of the NMG to their networks. Qualitative feedback from network leaders indicated that changes in NMG scores over time aligned with leaders' reports about growth in specific domains; changes in scores were consistent with network efforts to improve in various areas. Scores over time showed differences in maturation in the individual domains of each network. Scoring patterns, and SD for domain component scores, indicated consistency among LN leaders in some but not all aspects of network maturity. A case example from a participating network highlighted the value of the NMG in prompting strategic discussions about network development and demonstrated that the process of using the tool was itself valuable. CONCLUSIONS: The capability maturity grid proposed here provides a framework to help those interested in creating Learning Health Networks plan and develop them over time.

20.
Pediatr Pulmonol ; 56(7): 1992-1999, 2021 07.
Article in English | MEDLINE | ID: mdl-33675286

ABSTRACT

BACKGROUND: Treatment regimens for cystic fibrosis (CF) continue to evolve and grow in complexity. Treatment regimen burden, and associated sequelae, are incompletely understood. OBJECTIVE: Quality improvement (QI) methods were used to investigate treatment burden of CF care, family and care team partnerships, and potential interventions to reduce burden. METHODS: Patients 6-24 years with CF and caregivers of patients 6-13 years were surveyed. Portions of validated tools and existing surveys measured burden and family-care team partnership. An automated report calculated treatment complexity. Plan-do-study-act cycles tested survey administration during CF visits and run charts tracked progress. Interventions to reduce burden were tracked, and bidirectional assessments explored partnerships among patients, families and clinicians. RESULTS: Over 6 months, 110 patients and 62 caregivers completed assessments. Caregivers reported lower burden/higher quality of life (74.0, range 22.2-100) than patients (66.5, range 16.7-100). The mean treatment complexity score was 17.2 (range 6-34). Treatment complexity and burden increased with patient age (p < .05 and p < .01 respectively). Lower lung function correlated with higher patient-reported burden (p < .01) and higher treatment complexity (p < .0001). As burden increased, providers more often performed select interventions (discussed combining treatments, simplified regimens, or involved other team members (p < .05 for each)). Families reported high partnership (mean scores 4.7-4.8, 5 = high), and providers reported high utilization of partnership tools (tool used in 77% of encounters). CONCLUSION: We assessed, quantified, and responded to treatment burden and complexity in real-time during outpatient CF visits. Systematic and individualized assessments of treatment complexity and burden may enhance treatment adherence while preserving quality of life.


Subject(s)
Cystic Fibrosis , Caregivers , Cystic Fibrosis/therapy , Humans , Quality Improvement , Quality of Life , Surveys and Questionnaires
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