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1.
J Am Med Inform Assoc ; 29(4): 652-659, 2022 03 15.
Article En | MEDLINE | ID: mdl-34850917

OBJECTIVE: The Recruitment Innovation Center (RIC), partnering with the Trial Innovation Network and institutions in the National Institutes of Health-sponsored Clinical and Translational Science Awards (CTSA) Program, aimed to develop a service line to retrieve study population estimates from electronic health record (EHR) systems for use in selecting enrollment sites for multicenter clinical trials. Our goal was to create and field-test a low burden, low tech, and high-yield method. MATERIALS AND METHODS: In building this service line, the RIC strove to complement, rather than replace, CTSA hubs' existing cohort assessment tools. For each new EHR cohort request, we work with the investigator to develop a computable phenotype algorithm that targets the desired population. CTSA hubs run the phenotype query and return results using a standardized survey. We provide a comprehensive report to the investigator to assist in study site selection. RESULTS: From 2017 to 2020, the RIC developed and socialized 36 phenotype-dependent cohort requests on behalf of investigators. The average response rate to these requests was 73%. DISCUSSION: Achieving enrollment goals in a multicenter clinical trial requires that researchers identify study sites that will provide sufficient enrollment. The fast and flexible method the RIC has developed, with CTSA feedback, allows hubs to query their EHR using a generalizable, vetted phenotype algorithm to produce reliable counts of potentially eligible study participants. CONCLUSION: The RIC's EHR cohort assessment process for evaluating sites for multicenter trials has been shown to be efficient and helpful. The model may be replicated for use by other programs.


National Institutes of Health (U.S.) , Research Personnel , Algorithms , Cohort Studies , Electronic Health Records , Humans , Research Design , United States
2.
JAMA Cardiol ; 6(8): 957-962, 2021 08 01.
Article En | MEDLINE | ID: mdl-33950162

Importance: Heart failure with recovered ejection fraction (HFrecEF) is a recently recognized phenotype of patients with a history of reduced left ventricular ejection fraction (LVEF) that has subsequently normalized. It is unknown whether such LVEF improvement is associated with improvements in health status. Objective: To examine changes in health-related quality of life in patients with heart failure with reduced ejection fraction (HFrEF) whose LVEF normalized, compared with those whose LVEF remains reduced and those with HF with preserved EF (HFpEF). Design, Setting, and Participants: This prospective cohort study was conducted at a tertiary care hospital from November 2016 to December 2018. Consecutive patients seen in a heart failure clinic who completed patient-reported outcome assessments were included. Clinical data were abstracted from the electronic health record. Data analysis was completed from February to December 2020. Main Outcomes and Measures: Changes in Kansas City Cardiomyopathy Questionnaire overall summary score, Visual Analog Scale score, and Patient-Reported Outcomes Measurement Information System domain scores on physical function, fatigue, depression, and satisfaction with social roles over 1-year follow-up. Results: The study group included 319 patients (mean [SD] age, 60.4 [15.5] years; 120 women [37.6%]). At baseline, 212 patients (66.5%) had HFrEF and 107 (33.5%) had HFpEF. At a median follow-up of 366 (interquartile range, 310-421) days, LVEF had increased to 50% or more in 35 patients with HFrEF (16.5%). Recovery of systolic function was associated with heart failure-associated quality-of-life improvement, such that for each 10% increase in LVEF, the Kansas City Cardiomyopathy Questionnaire score improved by an mean (SD) of 4.8 (1.6) points (P = .003). Recovery of LVEF was also associated with improvement of physical function, satisfaction with social roles, and a reduction in fatigue. Conclusions and Relevance: Among patients with HFrEF in this study, normalization of left ventricular systolic function was associated with a significant improvement in health-related quality of life.


Heart Failure/physiopathology , Quality of Life , Recovery of Function/physiology , Stroke Volume , Ventricular Dysfunction, Left/physiopathology , Adult , Aged , Cohort Studies , Female , Humans , Male , Middle Aged , Patient Reported Outcome Measures , Prospective Studies
4.
PLoS One ; 10(5): e0127045, 2015.
Article En | MEDLINE | ID: mdl-25996915

Mutations in ATP1A3 cause Alternating Hemiplegia of Childhood (AHC) by disrupting function of the neuronal Na+/K+ ATPase. Published studies to date indicate 2 recurrent mutations, D801N and E815K, and a more severe phenotype in the E815K cohort. We performed mutation analysis and retrospective genotype-phenotype correlations in all eligible patients with AHC enrolled in the US AHC Foundation registry from 1997-2012. Clinical data were abstracted from standardized caregivers' questionnaires and medical records and confirmed by expert clinicians. We identified ATP1A3 mutations by Sanger and whole genome sequencing, and compared phenotypes within and between 4 groups of subjects, those with D801N, E815K, other ATP1A3 or no ATP1A3 mutations. We identified heterozygous ATP1A3 mutations in 154 of 187 (82%) AHC patients. Of 34 unique mutations, 31 (91%) are missense, and 16 (47%) had not been previously reported. Concordant with prior studies, more than 2/3 of all mutations are clusteredin exons 17 and 18. Of 143 simplex occurrences, 58 had D801N (40%), 38 had E815K(26%) and 11 had G947R (8%) mutations [corrected].Patients with an E815K mutation demonstrate an earlier age of onset, more severe motor impairment and a higher prevalence of status epilepticus. This study further expands the number and spectrum of ATP1A3 mutations associated with AHC and confirms a more deleterious effect of the E815K mutation on selected neurologic outcomes. However, the complexity of the disorder and the extensive phenotypic variability among subgroups merits caution and emphasizes the need for further studies.


Hemiplegia/genetics , Sodium-Potassium-Exchanging ATPase/genetics , Child , Child, Preschool , Cohort Studies , DNA Mutational Analysis , Female , Genetic Association Studies , Hemiplegia/physiopathology , Humans , Infant , Male , Registries
5.
J Am Med Inform Assoc ; 21(1): 185-9, 2014.
Article En | MEDLINE | ID: mdl-23911553

High-performance computing centers (HPC) traditionally have far less restrictive privacy management policies than those encountered in healthcare. We show how an HPC can be re-engineered to accommodate clinical data while retaining its utility in computationally intensive tasks such as data mining, machine learning, and statistics. We also discuss deploying protected virtual machines. A critical planning step was to engage the university's information security operations and the information security and privacy office. Access to the environment requires a double authentication mechanism. The first level of authentication requires access to the university's virtual private network and the second requires that the users be listed in the HPC network information service directory. The physical hardware resides in a data center with controlled room access. All employees of the HPC and its users take the university's local Health Insurance Portability and Accountability Act training series. In the first 3 years, researcher count has increased from 6 to 58.


Computer Systems , Health Insurance Portability and Accountability Act , Translational Research, Biomedical , Computer Communication Networks , Confidentiality , Medical Informatics Applications , Schools, Health Occupations/organization & administration , United States , Utah
6.
Article En | MEDLINE | ID: mdl-24303252

The University of Utah Health Sciences (UUHSC) and Intermountain Healthcare (IH) support high value clinical and translational research programs. The Utah Biohealth Initiative will facilitate next generation research by leveraging the combined resources of both institutions through an infrastructure which links biospecimens and electronic health records (EHR). During phase I of the Utah BioHealth Initiative (UBI) the participating institutions developed a legal, regulatory and information technology infrastructure that supports clinical and translational research, and advances our understanding of health and disease, improves healthcare value and health for current and future generations of Utahns. We used the Federated Utah Research and Translational Health electronic Repository (FURTHeR) 1 to combine EHR and biospecimen data from an actual study populated by both institutions to demonstrate the robustness of the infrastructure.

7.
Neuromuscul Disord ; 22(11): 966-73, 2012 Nov.
Article En | MEDLINE | ID: mdl-22832342

Clinical experience supports a critical role for nutrition in patients with spinal muscular atrophy (SMA). Three-day dietary intake records were analyzed for 156 visits in 47 SMA type I patients, 25 males and 22 females, ages 1month to 13years (median 9.8months) and compared to dietary reference intakes for gender and age along with anthropometric measures and dual-energy X-ray absorptiometry (DEXA) data. Using standardized growth curves, twelve patients met criteria for failure to thrive (FTT) with weight for age <3rd percentile; eight met criteria based on weight for height. Percentage of body fat mass was not correlated with weight for height and weight for age across percentile categories. DEXA analysis further demonstrated that SMA type I children have higher fat mass and lower fat free mass than healthy peers (p<0.001). DEXA and dietary analysis indicates a strong correlation with magnesium intake and bone mineral density (r=0.65, p<0.001). Average caloric intake for 1-3years old was 68.8±15.8kcal/kg - 67% of peers' recommended intake. Children with SMA type I may have lower caloric requirements than healthy age-matched peers, increasing risk for over and undernourished states and deficiencies of critical nutrients. Standardized growth charts may overestimate FTT status in SMA type I.


Body Composition/physiology , Bone Density/physiology , Energy Intake/physiology , Nutritional Status/physiology , Spinal Muscular Atrophies of Childhood/physiopathology , Absorptiometry, Photon/methods , Adolescent , Body Weight/physiology , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male
8.
AMIA Annu Symp Proc ; : 1114, 2008 Nov 06.
Article En | MEDLINE | ID: mdl-18999122

The University of Utah has initiated the design and implementation of an innovative data and knowledge management informatics platform for the new Center for Clinical and Translational Science. The main component of the platform is described, along with preliminary project objectives and current status.


Biomedical Research/organization & administration , Database Management Systems , Databases, Factual , Information Dissemination/methods , Medical Informatics/organization & administration , State Government , Translational Research, Biomedical/organization & administration , Utah
9.
JAMA ; 298(10): 1171-9, 2007 Sep 12.
Article En | MEDLINE | ID: mdl-17848651

CONTEXT: Although beta-blockers improve symptoms and survival in adults with heart failure, little is known about these medications in children and adolescents. OBJECTIVE: To prospectively evaluate the effects of carvedilol in children and adolescents with symptomatic systemic ventricular systolic dysfunction. DESIGN, SETTING, AND PARTICIPANTS: A multicenter, randomized, double-blind, placebo-controlled study of 161 children and adolescents with symptomatic systolic heart failure from 26 US centers. In addition to treatment with conventional heart failure medications, patients were assigned to receive placebo or carvedilol. Enrollment began in June 2000 and the last dose was given in May 2005 (each patient received medication for 8 months). INTERVENTIONS: Patients were randomized in a 1:1:1 ratio to twice-daily dosing with placebo, low-dose carvedilol (0.2 mg/kg per dose if weight <62.5 kg or 12.5 mg per dose if weight > or =62.5 kg), or high-dose carvedilol (0.4 mg/kg per dose if weight <62.5 kg or 25 mg per dose if weight > or =62.5 kg) and were stratified according to whether each patient's systemic ventricle was a left ventricle or not. MAIN OUTCOME MEASURES: The primary outcome was a composite measure of heart failure outcomes in patients receiving carvedilol (low- and high-dose combined) vs placebo. Secondary efficacy variables included individual components of this composite, echocardiographic measures, and plasma b-type natriuretic peptide levels. RESULTS: There was no statistically significant difference between groups for the composite end point based on the percentage of patients who improved, worsened, or were unchanged. Among 54 patients assigned to placebo, 30 improved (56%), 16 worsened (30%), and 8 were unchanged (15%); among 103 patients assigned to carvedilol, 58 improved (56%), 25 worsened (24%), and 20 were unchanged (19%). The rates of worsening were lower than expected. The odds ratio for worsened outcome for patients in the combined carvedilol group vs the placebo group was 0.79 (95% CI, 0.36-1.59; P = .47). A prespecified subgroup analysis noted significant interaction between treatment and ventricular morphology (P = .02), indicating a possible differential effect of treatment between patients with a systemic left ventricle (beneficial trend) and those whose systemic ventricle was not a left ventricle (nonbeneficial trend). CONCLUSIONS: These preliminary results suggest that carvedilol does not significantly improve clinical heart failure outcomes in children and adolescents with symptomatic systolic heart failure. However, given the lower than expected event rates, the trial may have been underpowered. There may be a differential effect of carvedilol in children and adolescents based on ventricular morphology. TRIAL REGISTRATION: clinicaltrials.gov Identifier: NCT00052026.


Adrenergic beta-Antagonists/therapeutic use , Carbazoles/therapeutic use , Cardiac Output, Low/drug therapy , Propanolamines/therapeutic use , Ventricular Dysfunction/complications , Adolescent , Adrenergic beta-Antagonists/blood , Carbazoles/blood , Cardiac Output, Low/blood , Cardiac Output, Low/etiology , Carvedilol , Child , Child, Preschool , Double-Blind Method , Female , Humans , Infant , Male , Natriuretic Peptide, Brain/blood , Propanolamines/blood , Proportional Hazards Models , Prospective Studies , Systole , Ventricular Remodeling/drug effects
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