73 results on '"Cronin RM"'
Search Results
2. Association of biomarkers of endothelial function, coagulation activation and kidney injury with persistent albuminuria in sickle cell anaemia.
- Author
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Elsherif L, Tang Y, Patillo KL, Wichlan D, Ogu UO, Landes K, McCune P, Scott LC, Gulledge W, Woodland WH, Nelson M, Loehr LR, Cronin RM, Desai PC, Zhou LY, Pollock DM, Zou F, Cai J, Derebail VK, and Ataga KI
- Subjects
- Humans, Male, Female, Adult, Middle Aged, Blood Coagulation, Vascular Cell Adhesion Molecule-1 blood, Vascular Cell Adhesion Molecule-1 urine, Renal Insufficiency, Chronic blood, Renal Insufficiency, Chronic urine, Renal Insufficiency, Chronic complications, Renal Insufficiency, Chronic etiology, Antithrombin III analysis, Anemia, Sickle Cell complications, Anemia, Sickle Cell blood, Anemia, Sickle Cell urine, Albuminuria etiology, Albuminuria urine, Albuminuria blood, Biomarkers urine, Biomarkers blood
- Abstract
Persistent albuminuria (PA) is common in sickle cell anaemia (SCA). With the association of chronic kidney disease (CKD) with increased mortality, biomarkers that predict its development or progression are needed. We evaluated the association of select biomarkers with PA in adults with SCA using Kruskal-Wallis rank-sum test and logistic regression models, with adjustment for multiple testing. Of 280 subjects, 100 (35.7%) had PA. Median plasma levels of soluble vascular cell adhesion molecule-1 (VCAM-1) (1176.3 vs. 953.4 ng/mL, false discovery rate [FDR] q-value <0.003), thrombin-antithrombin complex (5.5 vs. 4.7 ng/mL, FDR q-value = 0.04), and urinary angiotensinogen (AGT) (12.2 vs. 5.3 ng/mg, FDR q-value <0.003), urinary nephrin (30.6 vs. 27.2 ng/mg, FDR q-value = 0.04), and urinary kidney injury molecule-1 (KIM-1) (0.8 vs. 0.5 ng/mg, FDR q-value <0.003), normalized to urine creatinine, were significantly higher in subjects with PA. In multivariable analysis, only urinary AGT (odds ratio = 1.058, FDR q-value <0.0001) remained a significant predictor of PA. In addition, soluble VCAM-1 (FDR q-value <0.0001), D-dimer (FDR q-value <0.0001), urinary AGT (FDR q-value <0.0001), KIM-1 (FDR q-value <0.0001), and nephrin (FDR q-value <0.0001) were significantly associated with urine albumin-creatinine ratio in multivariable analyses. Longitudinal studies to evaluate the predictive capacity of biomarkers for the development and progression of CKD in SCA are warranted., (© 2024 British Society for Haematology and John Wiley & Sons Ltd.)
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- 2024
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3. Trends in Pregnancy Outcomes in People with Sickle Cell Disease and Medicaid Insurance (2006-2018).
- Author
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O'Brien SH, Stanek JR, House A, Cronin RM, Creary SE, Roe AH, and Vesely SK
- Abstract
Background: Although the risk of pregnancy-related morbidity and mortality in people with sickle cell disease (SCD) is well established, limitations in data sources and heterogeneity in outcome reporting hinder the ability to make meaningful comparisons between historical and contemporary populations. This study used a national administrative claims database to compare pregnancy outcomes in people with SCD between 2006-2011 and 2012-2018. Materials and Methods: Pregnant females aged 16-44 years with SCD were identified from the Centers for Medicare and Medicaid Service Analytic eXtract, along with a control cohort of pregnant people. People were followed from first identified pregnancy until one year postpartum. Outcomes of interest were identified with ICD-9 or 10 codes. Results: We included 6,388 people with SCD and 17,278 controls in analyses. Preeclampsia/eclampsia, hypertension, thrombosis, poor fetal growth, preterm delivery, and postpartum hemorrhage were all more common in people with SCD compared with controls. Maternal death occurred in 0.5% of people with SCD versus <0.1% in those without SCD ( p < 0.001). When comparing infant deliveries in 2006-2011 to those occurring in 2012-2018, all pregnancy-related complications except preterm delivery, including maternal death, occurred at similar or higher frequencies in more recent years. Conclusions: Between 2006 and 2018, maternal death occurred in approximately 1 out of every 200 publicly insured people with SCD in the year following infant delivery. Our work confirms, on a national-level, that pregnancy-related outcomes in people with SCD in the United States have not improved with time, and that some complications have in fact increased in frequency.
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- 2024
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4. The use of abstract animations and a graphical body image for assessing pain outcomes among adults with sickle cell disease.
- Author
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O'Brien JA, Jonassaint CR, Parchuri E, Lalama CM, Badawy SM, Hamm ME, Stinson JN, Lalloo C, Carroll CP, Saraf SL, Gordeuk VR, Cronin RM, Shah N, Lanzkron SM, Liles D, Trimnell C, Bailey L, Lawrence R, Saint Jean L, DeBaun M, De Castro LM, Palermo TM, and Abebe KZ
- Abstract
Painimation, a novel digital pain assessment tool, allows patients to communicate their pain quality, intensity, and location using abstract animations (painimations) and a paintable body image. This study determined the construct validity of painimations and body image measures by testing correlations with validated pain outcomes in adults with sickle cell disease (SCD). Analyses used baseline data from a multisite randomized trial of 359 adults with SCD and chronic pain. Participants completed questionnaires on demographics, pain severity, frequency and interference, catastrophizing, opioid use, mood and quality of life, plus the Painimation app. Participants were categorized by selected painimations, and were split into groups based on the proportion of painted body image. Potential confounding was evaluated by age, gender, race, education, disability, site, depression, and anxiety. The 'shooting' painimation was strongly associated with daily pain intensity, pain interference, frequency, and severity. 'Electrifying' was associated with daily pain and opioid misuse, while greater body area in pain correlated with worse outcomes across all pain measures. Both painimations and body image measures correlated with validated pain outcomes, quality of life and mental health measures. This demonstrates animations and body image data can assess SCD pain severity, potentially with more accuracy than a 0-10 scale. Future research will explore whether Painimation can differentiate biological and psychosocial pain components. PERSPECTIVE: This article presents the preliminary construct validity of Painimation in SCD by examining the associations of "painimations" and body area image data with daily e-diary and traditional self-report pain outcomes., (Copyright © 2024. Published by Elsevier Inc.)
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- 2024
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5. Improving follow-up survey completion rates through pilot interventions in the All of Us Research Program: Results from a non-randomized intervention study.
- Author
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Cronin RM, Feng X, Able A, Sutherland S, Givens B, Johnston R, Depry C, Le Blanc KW, Caro O, Mapes B, Denny J, Couper MP, Chen Q, and Prabhu Das I
- Subjects
- Humans, Male, Pilot Projects, Female, Follow-Up Studies, Adult, Middle Aged, Surveys and Questionnaires, Postal Service, United States, Appointments and Schedules, Aged, Electronic Mail, Reminder Systems, Telephone
- Abstract
Objective: Retention to complete follow-up surveys in extensive longitudinal epidemiological cohort studies is vital yet challenging. All of Us developed pilot interventions to improve response rates for follow-up surveys., Study Design and Setting: The pilot interventions occurred from April 27, 2020, to August 3, 2020. The three arms were: (1) telephone appointment [staff members calling participants offering appointments to complete surveys over phone] (2) postal [mail reminder to complete surveys through U.S. Postal Service], and (3) combination of telephone appointment and postal. Controls received digital-only reminders [program-level digital recontact via email or through the participant portal]. Study sites chose their study arm and participants were not randomized., Results: A total of 50 sites piloted interventions with 17,593 participants, while 47,832 participants comprised controls during the same period. Of all participants, 6,828 (10.4%) completed any follow-up surveys (1448: telephone; 522: postal; 486: combination; 4372: controls). Follow-up survey completions were 24% higher in the telephone appointment arm than in controls in bivariate analyses. When controlling for confounders, telephone appointment and combination arms increased rates of completion similarly compared to controls, while the postal arm had no significant effect (odds ratio [95% Confidence Interval], telephone appointment:2.01[1.81-2.23]; combination:1.91[1.66-2.20]; postal:0.92[0.79-1.07]). Although the effects of the telephone appointment and combination arms were similar, differential effects were observed across sub-populations., Conclusion: Telephone appointments appeared to be the most successful intervention in our study. Lessons learned about retention interventions, and improvement in follow-up survey completion rates provide generalizable knowledge for similar cohort studies and demonstrate the potential value of precision reminders and engagement with sub-populations of a cohort., Competing Interests: NO authors have competing interests., (Copyright: This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.)
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- 2024
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6. Digital Cognitive Behavioral Therapy vs Education for Pain in Adults with Sickle Cell Disease.
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Jonassaint CR, Lalama CM, Carroll CP, Badawy SM, Hamm ME, Stinson J, Lalloo C, Saraf SL, Gordeuk VR, Cronin RM, Shah N, Lanzkron S, Liles DK, O'Brien JA, Trimnell C, Bailey L, Lawrence RH, Saint-Jean L, DeBaun MR, De Castro LM, Palermo T, and Abebe KZ
- Abstract
Despite the significant burden of chronic pain in sickle cell disease (SCD), non-pharmacological approaches to manage pain in SCD are lacking. Behavioral interventions incorporating digital cognitive-behavioral therapy CBT) for pain should be compared to available education efforts. To compare a CBT intervention tailored for adults with SCD to a digital pain/SCD education intervention (Education) on improving pain and associated symptoms. Multisite randomized comparative effectiveness trial. Seven comprehensive SCD centers and virtual recruitment through community organizations in the United States. Adults (age 18+) with SCD-related chronic pain and/or daily opioid use randomized to CBT or Education. Over 12 weeks, the CBT arm received an app-based intervention for pain management; the Education arm received digital pain/SCD education. Both groups received interactive chatbot lessons plus personalized health coach support. Changes in pain interference scale (primary); and other patient-reported outcomes (secondary), including pain intensity, depression, anxiety, quality of life, and self-efficacy over 6 months. 453 participants completed screening, 359 (79%) were randomized to CBT (n=181) or Education (n=178), 332 (92%) were Black African American, 238 (66.3%) female. At 6 months, 250 (70%) participants (n=125 per arm) completed follow-up assessments, 93 (26%) missed their follow-up window, 16 (4%) withdrew. Engagement with the chatbot content was variable (76% connected, 48% completed ≥1 lesson). However, 80% of participants completed ≥1 session with a health coach via phone, video, or text. The 6 month change in pain interference for CBT (-2.13; 95% CI, -3.42 to -0.84) and Education (-2.66; 95%CI, -3.97 to -1.36) was not significantly different (mean difference: 0.54; 95%CI, -1.30 to 2.37; *P=*0.57). Daily pain intensity ratings did not change for either group. There were no between-arm differences in depression, anxiety, and quality of life. CBT and Education did not differ in their effect on pain and mental health in SCD when combined with health coaching. Variable engagement with digital components and high engagement with health coaching may explain the lack of between-group differences, but these findings also provide insights into delivering digital interventions in racial minority and hard-to-reach populations. Trial Registration: ClinicalTrials.gov NCT04419168., (Copyright © 2024 American Society of Hematology.)
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- 2024
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7. Persistent albuminuria and chronic kidney disease in adults with sickle cell anaemia: Results from a multicenter natural history study.
- Author
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Zhou LY, Derebail VK, Desai PC, Elsherif L, Patillo KL, McCune P, Wichlan D, Landes K, Ogu UO, Nelson M, Loehr LR, Cronin RM, Tang Y, Cai J, and Ataga KI
- Subjects
- Humans, Male, Female, Adult, Prevalence, Middle Aged, Young Adult, Creatinine blood, Creatinine urine, Albuminuria etiology, Albuminuria epidemiology, Renal Insufficiency, Chronic epidemiology, Anemia, Sickle Cell complications, Anemia, Sickle Cell epidemiology, Glomerular Filtration Rate
- Abstract
Clinical and laboratory correlates of chronic kidney disease (CKD) in sickle cell anaemia remain incompletely defined. In a multicenter cohort study, we evaluated the prevalence of persistent albuminuria (PA) and characteristics associated with PA, albumin-creatinine ratio (ACR) and decreased estimated glomerular filtration rate (eGFR) using logistic, linear and multinomial regression models, respectively. Of 269 participants (median age: 30 years; 57.2% females), the prevalence of PA was 35.7%. Using baseline ACR values of <100 and ≥100 mg/g, the probabilities of PA were 30.0% and 94.6%, respectively. In multivariable logistic regression analyses, male sex (β = 0.80 [SE = 0.36], p = 0.024) and ACE inhibitors/ARBs use (β = 1.54 [SE = 0.43], p < 0.001) were associated with higher likelihoods of PA, while higher haemoglobin (β = -0.33 [SE = 0.13], p = 0.009) and HbF (β = -0.04 [SE = 0.02], p = 0.041) were associated with lower likelihoods of PA. In multivariable multinomial regression analyses, older age (β = 0.06 [SE = 0.02], p = 0.004) and higher alkaline phosphatase (β = 0.01 [SE = 0.00], p = 0.004) were associated with higher odds of having eGFR 60-90 versus eGFR>90 mL/min/1.73 m
2 using the cystatin C-based CKD-EPI-2012 equation. Additionally, higher systolic blood pressure (β = 0.11 [SE = 0.03], p = 0.001) and blood urea nitrogen (β = 0.45 [SE = 0.12], p < 0.001) were associated with higher odds, while higher haemoglobin (β = -1.22 [SE = 0.43], p = 0.004) was associated with lower odds of having eGFR<60 versus eGFR>90 mL/min/1.73 m2 . PA and decreased eGFR are associated with measures of disease severity and comorbid conditions (Clinicaltrials.gov Identifier: NCT03277547)., (© 2024 British Society for Haematology and John Wiley & Sons Ltd.)- Published
- 2024
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8. Balancing efficacy and computational burden: weighted mean, multiple imputation, and inverse probability weighting methods for item non-response in reliable scales.
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Guide A, Garbett S, Feng X, Mapes BM, Cook J, Sulieman L, Cronin RM, and Chen Q
- Abstract
Importance: Scales often arise from multi-item questionnaires, yet commonly face item non-response. Traditional solutions use weighted mean (WMean) from available responses, but potentially overlook missing data intricacies. Advanced methods like multiple imputation (MI) address broader missing data, but demand increased computational resources. Researchers frequently use survey data in the All of Us Research Program (All of Us), and it is imperative to determine if the increased computational burden of employing MI to handle non-response is justifiable., Objectives: Using the 5-item Physical Activity Neighborhood Environment Scale (PANES) in All of Us, this study assessed the tradeoff between efficacy and computational demands of WMean, MI, and inverse probability weighting (IPW) when dealing with item non-response., Materials and Methods: Synthetic missingness, allowing 1 or more item non-response, was introduced into PANES across 3 missing mechanisms and various missing percentages (10%-50%). Each scenario compared WMean of complete questions, MI, and IPW on bias, variability, coverage probability, and computation time., Results: All methods showed minimal biases (all <5.5%) for good internal consistency, with WMean suffered most with poor consistency. IPW showed considerable variability with increasing missing percentage. MI required significantly more computational resources, taking >8000 and >100 times longer than WMean and IPW in full data analysis, respectively., Discussion and Conclusion: The marginal performance advantages of MI for item non-response in highly reliable scales do not warrant its escalated cloud computational burden in All of Us, particularly when coupled with computationally demanding post-imputation analyses. Researchers using survey scales with low missingness could utilize WMean to reduce computing burden., (© The Author(s) 2024. Published by Oxford University Press on behalf of the American Medical Informatics Association.)
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- 2024
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9. Identifying erroneous height and weight values from adult electronic health records in the All of Us research program.
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Guide A, Sulieman L, Garbett S, Cronin RM, Spotnitz M, Natarajan K, Carroll RJ, Harris P, and Chen Q
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- Humans, Male, Adult, Female, Middle Aged, United States, Reference Values, Aged, Young Adult, Body Height, Body Weight, Electronic Health Records, Algorithms
- Abstract
Introduction: Electronic Health Records (EHR) are a useful data source for research, but their usability is hindered by measurement errors. This study investigated an automatic error detection algorithm for adult height and weight measurements in EHR for the All of Us Research Program (All of Us)., Methods: We developed reference charts for adult heights and weights that were stratified on participant sex. Our analysis included 4,076,534 height and 5,207,328 wt measurements from ∼ 150,000 participants. Errors were identified using modified standard deviation scores, differences from their expected values, and significant changes between consecutive measurements. We evaluated our method with chart-reviewed heights (8,092) and weights (9,039) from 250 randomly selected participants and compared it with the current cleaning algorithm in All of Us., Results: The proposed algorithm classified 1.4 % of height and 1.5 % of weight errors in the full cohort. Sensitivity was 90.4 % (95 % CI: 79.0-96.8 %) for heights and 65.9 % (95 % CI: 56.9-74.1 %) for weights. Precision was 73.4 % (95 % CI: 60.9-83.7 %) for heights and 62.9 (95 % CI: 54.0-71.1 %) for weights. In comparison, the current cleaning algorithm has inferior performance in sensitivity (55.8 %) and precision (16.5 %) for height errors while having higher precision (94.0 %) and lower sensitivity (61.9 %) for weight errors., Discussion: Our proposed algorithm outperformed in detecting height errors compared to weights. It can serve as a valuable addition to the current All of Us cleaning algorithm for identifying erroneous height values., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier Inc. All rights reserved.)
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- 2024
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10. The loss of the PDIM/PGL virulence lipids causes differential secretion of ESX-1 substrates in Mycobacterium marinum .
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Jones BS, Hu DD, Nicholson KR, Cronin RM, Weaver SD, Champion MM, and Champion PA
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- Virulence, Lipids, Antigens, Bacterial metabolism, Antigens, Bacterial genetics, Mycobacterium marinum pathogenicity, Mycobacterium marinum genetics, Mycobacterium marinum metabolism, Bacterial Proteins genetics, Bacterial Proteins metabolism, Virulence Factors genetics, Virulence Factors metabolism, Glycolipids metabolism
- Abstract
The mycobacterial cell envelope is a major virulence determinant in pathogenic mycobacteria. Specific outer lipids play roles in pathogenesis, modulating the immune system and promoting the secretion of virulence factors. ESX-1 (ESAT-6 system-1) is a conserved protein secretion system required for mycobacterial pathogenesis. Previous studies revealed that mycobacterial strains lacking the outer lipid PDIM have impaired ESX-1 function during laboratory growth and infection. The mechanisms underlying changes in ESX-1 function are unknown. We used a proteo-genetic approach to measure phthiocerol dimycocerosate (PDIM)- and phenolic glycolipid (PGL)-dependent protein secretion in M. marinum, a non-tubercular mycobacterial pathogen that causes tuberculosis-like disease in ectothermic animals. Importantly, M. marinum is a well-established model for mycobacterial pathogenesis. Our findings showed that M. marinum strains without PDIM and PGL showed specific, significant reductions in protein secretion compared to the WT and complemented strains. We recently established a hierarchy for the secretion of ESX-1 substrates in four (I-IV) groups. Loss of PDIM differentially impacted secretion of Group III and IV ESX-1 substrates, which are likely the effectors of pathogenesis. Our data suggest that the altered secretion of specific ESX-1 substrates is responsible for the observed ESX-1-related effects in PDIM-deficient strains.IMPORTANCE Mycobacterium tuberculosis, the cause of human tuberculosis, killed an estimated 1.3 million people in 2022. Non-tubercular mycobacterial species cause acute and chronic human infections. Understanding how these bacteria cause disease is critical. Lipids in the cell envelope are essential for mycobacteria to interact with the host and promote disease. Strains lacking outer lipids are attenuated for infection, but the reasons are unclear. Our research aims to identify a mechanism for attenuation of mycobacterial strains without the PDIM and PGL outer lipids in M. marinum . These findings will enhance our understanding of the importance of lipids in pathogenesis and how these lipids contribute to other established virulence mechanisms., Competing Interests: The authors declare no conflict of interest.
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- 2024
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11. Measuring social determinants of health in the All of Us Research Program.
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Tesfaye S, Cronin RM, Lopez-Class M, Chen Q, Foster CS, Gu CA, Guide A, Hiatt RA, Johnson AS, Joseph CLM, Khatri P, Lim S, Litwin TR, Munoz FA, Ramirez AH, Sansbury H, Schlundt DG, Viera EN, Dede-Yildirim E, and Clark CR
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- Humans, Reproducibility of Results, Surveys and Questionnaires, Health Surveys, Social Determinants of Health, Population Health
- Abstract
To accelerate medical breakthroughs, the All of Us Research Program aims to collect data from over one million participants. This report outlines processes used to construct the All of Us Social Determinants of Health (SDOH) survey and presents the psychometric characteristics of SDOH survey measures in All of Us. A consensus process was used to select SDOH measures, prioritizing concepts validated in diverse populations and other national cohort surveys. Survey item non-response was calculated, and Cronbach's alpha was used to analyze psychometric properties of scales. Multivariable logistic regression models were used to examine associations between demographic categories and item non-response. Twenty-nine percent (N = 117,783) of eligible All of Us participants submitted SDOH survey data for these analyses. Most scales had less than 5% incalculable scores due to item non-response. Patterns of item non-response were seen by racial identity, educational attainment, income level, survey language, and age. Internal consistency reliability was greater than 0.80 for almost all scales and most demographic groups. The SDOH survey demonstrated good to excellent reliability across several measures and within multiple populations underrepresented in biomedical research. Bias due to survey non-response and item non-response will be monitored and addressed as the survey is fielded more completely., (© 2024. The Author(s).)
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- 2024
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12. The antagonistic transcription factors, EspM and EspN, regulate the ESX-1 secretion system in M. marinum .
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Nicholson KR, Cronin RM, Prest RJ, Menon AR, Yang Y, Jennisch MK, Champion MM, Tobin DM, and Champion PA
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- Animals, Transcription Factors genetics, Transcription Factors metabolism, Bacterial Proteins genetics, Bacterial Proteins metabolism, Zebrafish, Type VII Secretion Systems genetics, Type VII Secretion Systems metabolism, Tuberculosis microbiology, Mycobacterium tuberculosis metabolism, Mycobacterium marinum metabolism
- Abstract
Bacterial pathogens use protein secretion systems to transport virulence factors and regulate gene expression. Among pathogenic mycobacteria, including Mycobacterium tuberculosis and Mycobacterium marinum , the ESAT-6 system 1 (ESX-1) secretion is crucial for host interaction. Secretion of protein substrates by the ESX-1 secretion system disrupts phagosomes, allowing mycobacteria cytoplasmic access during macrophage infections. Deletion or mutation of the ESX-1 system attenuates mycobacterial pathogens. Pathogenic mycobacteria respond to the presence or absence of the ESX-1 system in the cytoplasmic membrane by altering transcription. Under laboratory conditions, the EspM repressor and WhiB6 activator control transcription of specific ESX-1-responsive genes, including the ESX-1 substrate genes. However, deleting the espM or whiB6 gene does not phenocopy the deletion of the ESX-1 substrate genes during macrophage infection by M. marinum . In this study, we identified EspN, a critical transcription factor whose activity is masked by the EspM repressor under laboratory conditions. In the absence of EspM, EspN activates transcription of whiB6 and ESX-1 genes during both laboratory growth and macrophage infection. EspN is also independently required for M. marinum growth within and cytolysis of macrophages, similar to the ESX-1 genes, and for disease burden in a zebrafish larval model of infection. These findings suggest that EspN and EspM coordinate to counterbalance the regulation of the ESX-1 system and support mycobacterial pathogenesis.IMPORTANCEPathogenic mycobacteria, which are responsible for tuberculosis and other long-term diseases, use the ESX-1 system to transport proteins that control the host response to infection and promote bacterial survival. In this study, we identify an undescribed transcription factor that controls the expression of ESX-1 genes and is required for both macrophage and animal infection. However, this transcription factor is not the primary regulator of ESX-1 genes under standard laboratory conditions. These findings identify a critical transcription factor that likely controls expression of a major virulence pathway during infection, but whose effect is not detectable with standard laboratory strains and growth conditions., Competing Interests: The authors declare no conflict of interest.
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- 2024
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13. Burden of employment loss and absenteeism in adults and caregivers of children with sickle cell disease.
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Gordon RD, Welkie RL, Quaye N, Hankins JS, Kassim AA, Thompson AA, Treadwell M, Lin CJ, and Cronin RM
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- Adult, Child, Humans, United States, Caregivers, Cost of Illness, Employment, Absenteeism, Anemia, Sickle Cell epidemiology
- Abstract
Abstract: Sickle cell disease (SCD) is a genetic disorder affecting 100 000 people with an estimated annual medical cost of $3 billion in the United States; however, the economic impact on patients is not well described. We aimed to examine the indirect economic burden and test the hypothesis that socioeconomic status and greater social vulnerability risks are associated with increased absenteeism and employment loss. We surveyed adults and caregivers of children with SCD at 5 US centers from 2014 to 2021. Logistic regression models were used to examine the associations of employment loss and missed days of work with demographics and social determinants. Indirect costs were estimated by multiplying the self-reported missed days of work and job loss by 2022 average wages by the state of the participating institution. Of the 244 participants, 10.3% reported employment loss in the last 5 years, and 17.5% reported missing 10 or more days of work. Adults had 3 times more employment loss compared with caregivers of children with SCD (OR, 3.18; 95% CI, 1.12-9.01) but fewer missed days of work (OR, 0.24; 95% CI, 0.11-0.0.51). Participants who did not live with a partner reported increased employment loss (OR, 4.70; 95% CI, 1.04-21.17) and more missed days of work (OR, 4.58; 95% CI, 1.04-20.15). The estimated annual indirect economic burden was $2 266 873 ($9290 per participant). Adults with SCD and caregivers of children with SCD commonly report employment loss and missed days of work as important risk factors. The high indirect economic burden suggests that future economic evaluations of SCD should include SCD-related indirect economic burden., (© 2024 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2024
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14. Evaluating self- vs interviewer-administered screening for depression in sickle cell disease.
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Lysandrou M, Quaye N, Landes K, Crawford RD, Desai P, Creary S, Schnell PM, and Cronin RM
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- Humans, Surveys and Questionnaires, Depression diagnosis, Depression etiology, Anemia, Sickle Cell complications, Anemia, Sickle Cell diagnosis
- Published
- 2024
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15. Primary care use and depression screening among young adults with sickle cell disease during their final year of pediatric hematology care.
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Bangudi S, Stanek C, Shankar D, Hart L, Nahata L, Cronin RM, and Creary SE
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- Child, Humans, Young Adult, Retrospective Studies, Depression diagnosis, Depression etiology, Primary Health Care, Anemia, Sickle Cell complications, Anemia, Sickle Cell diagnosis, Hematology
- Abstract
Depression may contribute to transition risk among young adults with sickle cell disease (SCD). It is unclear if they receive depression screening because primary care providers (PCPs) routinely perform this screening, but PCP use declines with age. This retrospective study of young adults with SCD during their final year of pediatric hematology care identified 51 (91%) had PCPs. Among those with hospital system PCPs, 20% saw their PCP and 50% of those were screened for depression by the PCP. This suggests young adults with SCD may not receive depression screening or see PCPs, leading to potential missed opportunities for intervention., (© 2023 Wiley Periodicals LLC.)
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- 2024
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16. Comparing super-utilizers and lower-utilizers among commercial- and Medicare-insured adults with sickle cell disease.
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MacEwan SR, Chiang C, O'Brien SH, Creary S, Lin CJ, Hyer JM, and Cronin RM
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- Aged, Adult, Humans, United States epidemiology, Retrospective Studies, Health Expenditures, Pain drug therapy, Pain etiology, Medicare, Anemia, Sickle Cell drug therapy
- Abstract
Abstract: Sickle cell disease (SCD) is a rare but costly condition in the United States. Super-utilizers have been defined as a subset of the population with high health care encounters or expenditures. Although super-utilizers have been described in other disease states, little is known about super-utilizers among adults with SCD. This study aimed to characterize the differences in expenditures, overall health care encounters, and pain episode encounters between super-utilizers (top 10% expenditures) and lower-utilizers with SCD (high, top 10%-24.9%; moderate, 25%-49.9%; and low, bottom 50% expenditures). A retrospective longitudinal cohort of adults with SCD were identified using validated algorithms in MarketScan and Medicare claim databases from 2016 to 2020. Encounters and expenditures were analyzed from inpatient, outpatient, and emergency department settings. Differences in encounters and expenditures between lower-utilizers and super-utilizers were compared using logistic regression. Among super-utilizers, differences in encounters and expenditures were compared according to incidences of pain episode encounters. The study population included 5666 patients with commercial insurance and 8600 with Medicare. Adjusted total annual health care expenditure was 43.46 times higher for super-utilizers than for low-utilizers among commercial-insured and 13.37 times higher in Medicare-insured patients. Among super-utilizers, there were patients with few pain episode encounters who had higher outpatient expenditures than patients with a high number of pain episode encounters. Our findings demonstrate the contribution of expensive outpatient care among SCD super-utilizers, in which analyses of high expenditure have largely focused on short-term care. Future studies are needed to better understand super-utilizers in the SCD population to inform the effective use of preventive interventions and/or curative therapies., (© 2024 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2024
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17. Contraception, pregnancy, and STI counseling and care among transitioning young adults with sickle cell disease.
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Shankar D, Stanek CJ, Bangudi S, Liles SM, Colton ZA, Hart LC, Cronin RM, Creary SE, and Nahata L
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- Pregnancy, Female, Young Adult, Humans, Contraception, Counseling, Sexually Transmitted Diseases psychology, Anemia, Sickle Cell therapy
- Published
- 2023
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18. Pregnancy-related thromboembolism in women with sickle cell disease: An analysis of National Medicaid Data.
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Agarwal S, Stanek JR, Vesely SK, Creary SE, Cronin RM, Roe AH, and O'Brien SH
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- Aged, Pregnancy, Humans, Female, United States epidemiology, Medicaid, Anticoagulants, Medicare, Venous Thromboembolism epidemiology, Venous Thromboembolism etiology, Anemia, Sickle Cell complications, Anemia, Sickle Cell epidemiology
- Abstract
Pregnancy and sickle cell disease (SCD) both individually carry a risk of thromboembolism (TE). Pregnancy in people with SCD may further enhance the prothrombotic effect of the underlying disease. The objectives of this study were to determine the rate and risk factors for arterial and venous thrombosis in pregnant people with SCD. Administrative claims data from the United States Centers for Medicare and Medicaid Service Analytic eXtract from 2006 to 2018 were used. The study population included people with SCD from the start of their first identified pregnancy until 1 year postpartum and a control cohort of pregnant people without SCD of similar age and race. Outcomes of interest were identified with ICD-9 or 10 codes. Logistic regression analyses were used to analyze risk factors. We identified infant deliveries in 6388 unique people with SCD and 17 110 controls. A total of 720 venous thromboembolism (11.3%) and 335 arterial TE (5.2%) were observed in people with SCD compared to 202 (1.2%) and 95 (0.6%) in controls. People with SCD had an 8-11 times higher odds of TE compared to controls (p < .001). Within the SCD cohort, age, hemoglobin SS (HbSS) genotype, hypertension, and history of thrombosis were identified as independent risk factors for pregnancy-related TE. Pregnancy-specific factors (pre-eclampsia, eclampsia, multigestational pregnancy) were not associated with TE. In conclusion, the risk of pregnancy-related TE is considerably higher in people with SCD compared with controls without SCD. Hence, people with SCD, particularly those with multiple risk factors may be candidates for thromboprophylaxis during pregnancy and the postpartum period., (© 2023 The Authors. American Journal of Hematology published by Wiley Periodicals LLC.)
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- 2023
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19. A feasibility randomized controlled trial of an mHealth app vs booklets for patient-facing guidelines in adults with SCD.
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Cronin RM, Quaye N, Liu X, Landes K, Crosby LE, Kassim AA, Volanakis EJ, Schnell PM, and DeBaun MR
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Despite the increased number of evidence-based guidelines for sickle cell disease (SCD), dissemination of evidence-based guidelines in lay language for individuals or families with SCD has not been evaluated. We conducted a feasibility randomized controlled trial to determine the acceptability of a mobile health (mHealth) app with patient-facing guidelines to improve the knowledge of individuals with SCD about SCD-specific knowledge and reduce hospitalizations. Primary outcome measures include recruitment, retention, and adherence rates. Adults with SCD were enrolled at 2 sickle cell centers between 2018 and 2022. Participants were randomized to receive either an mHealth app + booklet with patient-facing guidelines or a booklet with the guidelines alone. Participants completed surveys at baseline and a final 6-month visit. Approximately 67 of 74 (91%) agreed to participate and were randomized, with 50 of 67 (75%) completing all the study components. All participants who completed the study in the treatment arm used the app. Our results demonstrated high recruitment, retention, and adherence rate for the first randomized trial for an mHealth app with patient-facing guidelines in adults with SCD. This clinical trial was registered at https://www.clinicaltrials.gov/ as #NCT03629678., (© 2023 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2023
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20. Comparison of thromboembolism outcomes in patients with sickle cell disease prescribed hormonal contraception.
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Bala NS, Stanek JR, Vesely SK, Cronin RM, Creary SE, Roe AH, Xu W, and O'Brien SH
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- United States epidemiology, Female, Humans, Aged, Child, Adolescent, Young Adult, Adult, Progestins adverse effects, Hormonal Contraception, Contraceptives, Oral, Hormonal adverse effects, Retrospective Studies, Medicare, Thromboembolism epidemiology, Thromboembolism etiology, Anemia, Sickle Cell complications, Anemia, Sickle Cell drug therapy, Anemia, Sickle Cell epidemiology
- Abstract
Patients with sickle cell disease (SCD) are at a risk of thromboembolism (TE), and use of hormonal contraception can further increase that risk. This study aims to assess patterns of hormonal contraceptive use and compare risk of contraception-related TE between combined hormonal contraceptives (CHCs) and progestin-only contraceptives (POCs). Patients with SCD aged between 12 and 44 years with a new prescription of a hormonal contraceptive in the Centers for Medicare and Medicaid Services Medicaid Analytic eXtract database (2006-2018) were followed up to 1 year. We identified 7173 new users: 44.6% initiated CHC and 55.4% initiated POC. Combined oral contraceptive pills (OCPs; 36.5%) and progestin-only depot medroxyprogesterone acetate (33.9%) were the most frequently prescribed agents. A total of 1.8% of contraception users had a new diagnosis of TE within 1 year of the first identified contraception prescription. There were no significant differences in TE event rates between CHC and POC users (17.2 and 24.7 events per 1000 person-years, respectively). In patients prescribed OCP, there were no differences in TE event rates based on estrogen dose or progestin generation. Transdermal patch had a 2.4-fold increased risk of TE as compared with that of OCP. Although limited by the retrospective study design and use of administrative claims data, this study found no significant differences in TE rates between new users of CHC and POC in patients with SCD. Careful evaluation of underlying TE risk factors should be considered for each patient with SCD before initiation of hormonal contraception., (© 2023 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2023
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21. The All of Us Data and Research Center: Creating a Secure, Scalable, and Sustainable Ecosystem for Biomedical Research.
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Mayo KR, Basford MA, Carroll RJ, Dillon M, Fullen H, Leung J, Master H, Rura S, Sulieman L, Kennedy N, Banks E, Bernick D, Gauchan A, Lichtenstein L, Mapes BM, Marginean K, Nyemba SL, Ramirez A, Rotundo C, Wolfe K, Xia W, Azuine RE, Cronin RM, Denny JC, Kho A, Lunt C, Malin B, Natarajan K, Wilkins CH, Xu H, Hripcsak G, Roden DM, Philippakis AA, Glazer D, and Harris PA
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- Humans, Ecosystem, Precision Medicine, Population Health, Biomedical Research
- Abstract
The All of Us Research Program's Data and Research Center (DRC) was established to help acquire, curate, and provide access to one of the world's largest and most diverse datasets for precision medicine research. Already, over 500,000 participants are enrolled in All of Us , 80% of whom are underrepresented in biomedical research, and data are being analyzed by a community of over 2,300 researchers. The DRC created this thriving data ecosystem by collaborating with engaged participants, innovative program partners, and empowered researchers. In this review, we first describe how the DRC is organized to meet the needs of this broad group of stakeholders. We then outline guiding principles, common challenges, and innovative approaches used to build the All of Us data ecosystem. Finally, we share lessons learned to help others navigate important decisions and trade-offs in building a modern biomedical data platform.
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- 2023
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22. Creating an automated contemporaneous cohort in sickle cell anemia to predict survival after disease-modifying therapy.
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Cronin RM, Wuichet K, Ghafuri DL, Hodges B, Chopra M, He J, Niu X, Kassim AA, Wilkerson K, Rodeghier M, and DeBaun MR
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- United States, Child, Adult, Humans, Middle Aged, Hydroxyurea therapeutic use, Antisickling Agents therapeutic use, Blood Transfusion, Stroke drug therapy, Anemia, Sickle Cell complications, Anemia, Sickle Cell therapy
- Abstract
The Food and Drug Administration requires contemporaneous controls to compare clinical outcomes for participants receiving experimental gene therapy or gene editing clinical trials. However, developing a contemporaneous cohort of rare diseases requires multiple person-hours. In a single referral center for sickle cell disease, we tested the hypothesis that we could create an automated contemporaneous cohort of children and adults with sickle cell anemia (SCA) to predict mortality. Data were obtained between 1 January 2004 and 30 April 2021. We identified 419 individuals with SCA with consistent medical care defined as followed continuously for >0.5 years with no visit gaps >3.0 years. The median age was 10.2 years (IQR, 1-24 years), with a median follow-up of 7.4 years (IQR, 3.6-13.5 years) and 47 deaths. A total of 98% (274 of 277) of the children remained alive at 18 years of age, and 34.3% (94 of 274) of those children were followed into adulthood. For adults, the median age of survival was 49.3 years. Treatment groups were mutually exclusive and in a hierarchical order: hematopoietic stem cell transplant (n = 22)>regular blood transfusion for at least 2 years (n = 56)>hydroxyurea for at least 1 year (n = 243)>no disease-modifying therapy (n = 98). Compared to those receiving no disease-modifying treatment, those treated with hydroxyurea therapy had a significantly lower hazard of mortality (hazard ratio = 0.38; P = 0.016), but no statistical difference for those receiving regular blood transfusions compared to no disease-modifying therapy (hazard ratio = 0.71; P = 0.440). An automated contemporaneous SCA cohort can be generated to estimate mortality in children and adults with SCA., (© 2023 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2023
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23. Defining global strategies to improve outcomes in sickle cell disease: a Lancet Haematology Commission.
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Piel FB, Rees DC, DeBaun MR, Nnodu O, Ranque B, Thompson AA, Ware RE, Abboud MR, Abraham A, Ambrose EE, Andemariam B, Colah R, Colombatti R, Conran N, Costa FF, Cronin RM, de Montalembert M, Elion J, Esrick E, Greenway AL, Idris IM, Issom DZ, Jain D, Jordan LC, Kaplan ZS, King AA, Lloyd-Puryear M, Oppong SA, Sharma A, Sung L, Tshilolo L, Wilkie DJ, and Ohene-Frempong K
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- Humans, Global Health, Anemia, Sickle Cell epidemiology, Anemia, Sickle Cell therapy, Hematology
- Abstract
Competing Interests: Declaration of interests MRA has received grants or contracts with Novartis, Pfizer, Global Blood Therapeutics, and Forma Therapeutics; and participated in Data Safety Monitoring Boards or Advisory Boards for Vertex, GBT, Forma, Novartis, and Aggios. BA has participated in Data Safety Monitoring Boards or Advisory Boards for Agios, Aruvant, bluebird bio, CRISPR, Accordant (CVS), Emmaus, Forma Therapeutics, Fulcrum, Global Blood Therapeutics, Hemanext, Novartis, NovoNordisk, and Vertex. RF has received grants from the European Horizon 2020 and Horizon Europe schemes and a contract with Global Blood Therapeutics; received consulting fees from Novartis and Global Blood Therapeutics; received honoraria for a Physicians’ Education Resource and from Global Blood Therapeutics; participated in Data Safety Monitoring Boards or Advisory Boards for Vertex, Addmedica and Novonordisk; and a leadership or fiduciary role as a member of the Steering Committee and Coordinator of the Red Cell Disorder Working Group of the Italian Association of Pediatric Hematology Oncology. NC has received a research grant for Novartis Precision Medicine. MdM has received honoraria for presentations by Addmedica and Novartis and support from Addmedica for attending a conference; and participated in a Data Safety Monitoring Board or Advisory Board for Addmedica, Vertex, and Novartis. JE has received grants from the European Horizon 2020 scheme and participated in the Data Safety Monitoring Board or Advisory Board of the Fondation Pierre Fabre. EE has received consulting fees from bluebird bio. ALG has an honorary advisory role on the Australian Sickle Cell Advisory Board. IMI has received a grant from the American Society of Hematology; consulting fees from Agios Pharmaceuticals; and honoraria from the American Society of Hematology. LCJ received royalties for a book chapter. AAK has received support from the Health resources and Services Administration. MLP has received consulting fees from the American College of Medical Genetics and Genomics; and participated in a Data Safety Monitoring Board or Advisory Board for the American College of Medical Genetics and Genomics and the American Academy of Pediatrics. ON has received travel support from the American Society of Hematology to attend a conference. DCR has received consulting fees from Vertex, Forma, Agios, and Vifor; received honoraria from Vertex; and participated in a Data Safety Monitoring Board or Advisory Board for TauRx and Mitsubishi. AS has received a scholar award from the American Society of Hematology, an advancing cures research award from the Doris Duke Charitable Foundation, and a Working group award from the Center for ELSI Resources and Analysis; consulting fees from Spotlight Therapeutics, Medexus, Vertex, Editas Medicine, and Sangamo Therapeutics; has received honoraria from Vindico Medical Education; and has a leadership or fiduciary role in the American Society for Transplantation and Cellular Therapy Content Committee, the Scientific Executive Committee, Sickle Cell Transplant Advocacy & Research Alliance, and the Pediatric Transplantation and Cellular Therapy Consortium Supportive Care Committee; and has financial interests with CRISPR Therapeutics, Vertex Pharmaceuticals, Novartis Pharmaceuticals, Magenta Therapeutics, and Beam Therapeutics. AAT has received consulting fees from GlaxoSmithKline and Global Blood Therapeutics; and honoraria from Novartis. REW has received consulting fees from Nova Laboratories; participated in a Data Safety Monitoring Board for Novartis and Editas; and received donations and support for clinical trials from Bristol Myers Squib, Addmedica, and Hemex Health. DJW has received a grant or contract from the US National Institutes for Health; received payment for expert testimony from Fredslough Law Firm; participated in a Data Safety Monitoring Board or Advisory board for Northwestern University; and is the founder and chairman of eNursing.
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- 2023
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24. The use of FDA-approved medications for preventing vaso-occlusive events in sickle cell disease.
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Cronin RM, Lin CJ, Chiang C, MacEwan SR, DeBaun MR, and Hyer JM
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- Humans, Pain, Anemia, Sickle Cell complications, Anemia, Sickle Cell drug therapy
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- 2023
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25. Design and Implementation of the All of Us Research Program COVID-19 Participant Experience (COPE) Survey.
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Schulkey CE, Litwin TR, Ellsworth G, Sansbury H, Ahmedani BK, Choi KW, Cronin RM, Kloth Y, Ashbeck AW, Sutherland S, Mapes BM, Begale M, Bhat G, King P, Marginean K, Wolfe KA, Kouame A, Raquel C, Ratsimbazafy F, Bornemeier Z, Neumeier K, Baskir R, Gebo KA, Denny J, Smoller JW, and Garriock HA
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- Humans, United States epidemiology, Ethnicity, SARS-CoV-2, Longitudinal Studies, Minority Groups, COVID-19 epidemiology, Population Health
- Abstract
In response to the rapidly evolving coronavirus disease 2019 (COVID-19) pandemic, the All of Us Research Program longitudinal cohort study developed the COVID-19 Participant Experience (COPE) survey to better understand the pandemic experiences and health impacts of COVID-19 on diverse populations within the United States. Six survey versions were deployed between May 2020 and March 2021, covering mental health, loneliness, activity, substance use, and discrimination, as well as COVID-19 symptoms, testing, treatment, and vaccination. A total of 104,910 All of Us Research Program participants, of whom over 73% were from communities traditionally underrepresented in biomedical research, completed 275,201 surveys; 9,693 completed all 6 surveys. Response rates varied widely among demographic groups and were lower among participants from certain racial and ethnic minority populations, participants with low income or educational attainment, and participants with a Spanish language preference. Survey modifications improved participant response rates between the first and last surveys (13.9% to 16.1%, P < 0.001). This paper describes a data set with longitudinal COVID-19 survey data in a large, diverse population that will enable researchers to address important questions related to the pandemic, a data set that is of additional scientific value when combined with the program's other data sources., (© Published by Oxford University Press on behalf of the Johns Hopkins Bloomberg School of Public Health 2023. This work is written by (a) US Government employee(s) and is in the public domain in the US.)
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- 2023
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26. Importance of missingness in baseline variables: A case study of the All of Us Research Program.
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Cronin RM, Feng X, Sulieman L, Mapes B, Garbett S, Able A, Hale R, Couper MP, Sansbury H, Ahmedani BK, and Chen Q
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- Humans, Surveys and Questionnaires, Health Surveys, Sexual Behavior, Population Health
- Abstract
Objective: The All of Us Research Program collects data from multiple information sources, including health surveys, to build a national longitudinal research repository that researchers can use to advance precision medicine. Missing survey responses pose challenges to study conclusions. We describe missingness in All of Us baseline surveys., Study Design and Setting: We extracted survey responses between May 31, 2017, to September 30, 2020. Missing percentages for groups historically underrepresented in biomedical research were compared to represented groups. Associations of missing percentages with age, health literacy score, and survey completion date were evaluated. We used negative binomial regression to evaluate participant characteristics on the number of missed questions out of the total eligible questions for each participant., Results: The dataset analyzed contained data for 334,183 participants who submitted at least one baseline survey. Almost all (97.0%) of the participants completed all baseline surveys, and only 541 (0.2%) participants skipped all questions in at least one of the baseline surveys. The median skip rate was 5.0% of the questions, with an interquartile range (IQR) of 2.5% to 7.9%. Historically underrepresented groups were associated with higher missingness (incidence rate ratio (IRR) [95% CI]: 1.26 [1.25, 1.27] for Black/African American compared to White). Missing percentages were similar by survey completion date, participant age, and health literacy score. Skipping specific questions were associated with higher missingness (IRRs [95% CI]: 1.39 [1.38, 1.40] for skipping income, 1.92 [1.89, 1.95] for skipping education, 2.19 [2.09-2.30] for skipping sexual and gender questions)., Conclusion: Surveys in the All of Us Research Program will form an essential component of the data researchers can use to perform their analyses. Missingness was low in All of Us baseline surveys, but group differences exist. Additional statistical methods and careful analysis of surveys could help mitigate challenges to the validity of conclusions., Competing Interests: The authors have declared that no competing interests exist., (Copyright: © 2023 Cronin et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
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- 2023
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27. Treating Chronic Pain in Sickle Cell Disease - The Need for a Biopsychosocial Model.
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Childerhose JE, Cronin RM, Klatt MD, and Schamess A
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- Humans, Pain Management methods, Anemia, Sickle Cell complications, Anemia, Sickle Cell therapy, Anemia, Sickle Cell psychology, Chronic Pain etiology, Chronic Pain therapy, Chronic Pain psychology, Models, Biopsychosocial
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- 2023
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28. The EspN transcription factor is an infection-dependent regulator of the ESX-1 system in M. marinum .
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Nicholson KR, Cronin RM, Menon AR, Jennisch MK, Tobin DM, and Champion PA
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Bacterial pathogens use protein secretion systems to translocate virulence factors into the host and to control bacterial gene expression. The ESX-1 (ESAT-6 system 1) secretion system facilitates disruption of the macrophage phagosome during infection, enabling access to the cytoplasm, and regulates widespread gene expression in the mycobacterial cell. The transcription factors contributing to the ESX-1 transcriptional network during mycobacterial infection are not known. We showed that the EspM and WhiB6 transcription factors regulate the ESX-1 transcriptional network in vitro but are dispensable for macrophage infection by Mycobacterium marinum . In this study, we used our understanding of the ESX-1 system to identify EspN, a critical transcription factor that controls expression of the ESX-1 genes during infection, but whose effect is not detectable under standard laboratory growth conditions. Under laboratory conditions, EspN activity is masked by the EspM repressor. In the absence of EspM, we found that EspN is required for ESX-1 function because it activates expression of the whiB6 transcription factor gene, and specific ESX-1 substrate and secretory component genes. Unlike the other transcription factors that regulate ESX-1, EspN is required for M. marinum growth within and cytolysis of macrophages, and for disease burden in a zebrafish larval model of infection. These findings demonstrate that EspN is an infection-dependent regulator of the ESX-1 transcriptional network, which is essential for mycobacterial pathogenesis. Moreover, our findings suggest that ESX-1 expression is controlled by a genetic switch that responds to host specific signals., Importance: Pathogenic mycobacteria cause acute and long-term diseases, including human tuberculosis. The ESX-1 system transports proteins that control the host response to infection and promotes bacterial survival. Although ESX-1 transports proteins, it also controls gene expression in the bacteria. In this study, we identify an undescribed transcription factor that controls the expression of ESX-1 genes, and is required for both macrophage and animal infection. However, this transcription factor is not the primary regulator of ESX-1 genes under standard laboratory conditions. These findings identify a critical transcription factor that controls expression of a major virulence pathway during infection, but whose effect is not detectable with standard laboratory strains and growth conditions.
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- 2023
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29. Patient-Centered Digital Health Records and Their Effects on Health Outcomes: Systematic Review.
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Brands MR, Gouw SC, Beestrum M, Cronin RM, Fijnvandraat K, and Badawy SM
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- Adult, Humans, Child, Quality of Life, Chronic Disease, Patient Satisfaction, Patient-Centered Care, Telemedicine, Health Records, Personal
- Abstract
Background: eHealth tools such as patient portals and personal health records, also known as patient-centered digital health records, can engage and empower individuals with chronic health conditions. Patients who are highly engaged in their care have improved disease knowledge, self-management skills, and clinical outcomes., Objective: We aimed to systematically review the effects of patient-centered digital health records on clinical and patient-reported outcomes, health care utilization, and satisfaction among patients with chronic conditions and to assess the feasibility and acceptability of their use., Methods: We searched MEDLINE, Cochrane, CINAHL, Embase, and PsycINFO databases between January 2000 and December 2021. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines were followed. Eligible studies were those evaluating digital health records intended for nonhospitalized adult or pediatric patients with a chronic condition. Patients with a high disease burden were a subgroup of interest. Primary outcomes included clinical and patient-reported health outcomes and health care utilization. Secondary outcomes included satisfaction, feasibility, and acceptability. Joanna Briggs Institute critical appraisal tools were used for quality assessment. Two reviewers screened titles, abstracts, and full texts. Associations between health record use and outcomes were categorized as beneficial, neutral or clinically nonrelevant, or undesired., Results: Of the 7716 unique publications examined, 81 (1%) met the eligibility criteria, with a total of 1,639,556 participants across all studies. The most commonly studied diseases included diabetes mellitus (37/81, 46%), cardiopulmonary conditions (21/81, 26%), and hematology-oncology conditions (14/81, 17%). One-third (24/81, 30%) of the studies were randomized controlled trials. Of the 81 studies that met the eligibility criteria, 16 (20%) were of high methodological quality. Reported outcomes varied across studies. The benefits of patient-centered digital health records were most frequently reported in the category health care utilization on the "use of recommended care services" (10/13, 77%), on the patient-reported outcomes "disease knowledge" (7/10, 70%), "patient engagement" (13/28, 56%), "treatment adherence" (10/18, 56%), and "self-management and self-efficacy" (10/19, 53%), and on the clinical outcome "laboratory parameters," including HbA
1c and low-density lipoprotein (LDL; 16/33, 48%). Beneficial effects on "health-related quality of life" were seen in only 27% (4/15) of studies. Patient satisfaction (28/30, 93%), feasibility (15/19, 97%), and acceptability (23/26, 88%) were positively evaluated. More beneficial effects were reported for digital health records that predominantly focus on active features. Beneficial effects were less frequently observed among patients with a high disease burden and among high-quality studies. No unfavorable effects were observed., Conclusions: The use of patient-centered digital health records in nonhospitalized individuals with chronic health conditions is potentially associated with considerable beneficial effects on health care utilization, treatment adherence, and self-management or self-efficacy. However, for firm conclusions, more studies of high methodological quality are required., Trial Registration: PROSPERO (International Prospective Register of Systematic Reviews) CRD42020213285; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=213285., (©Martijn R Brands, Samantha C Gouw, Molly Beestrum, Robert M Cronin, Karin Fijnvandraat, Sherif M Badawy. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 22.12.2022.)- Published
- 2022
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30. An ancestral mycobacterial effector promotes dissemination of infection.
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Saelens JW, Sweeney MI, Viswanathan G, Xet-Mull AM, Jurcic Smith KL, Sisk DM, Hu DD, Cronin RM, Hughes EJ, Brewer WJ, Coers J, Champion MM, Champion PA, Lowe CB, Smith CM, Lee S, Stout JE, and Tobin DM
- Subjects
- Animals, Humans, Zebrafish, Macrophages microbiology, Bacterial Proteins genetics, Mycobacterium tuberculosis, Tuberculosis microbiology, Bone Diseases, Mycobacterium marinum
- Abstract
The human pathogen Mycobacterium tuberculosis typically causes lung disease but can also disseminate to other tissues. We identified a M. tuberculosis (Mtb) outbreak presenting with unusually high rates of extrapulmonary dissemination and bone disease. We found that the causal strain carried an ancestral full-length version of the type VII-secreted effector EsxM rather than the truncated version present in other modern Mtb lineages. The ancestral EsxM variant exacerbated dissemination through enhancement of macrophage motility, increased egress of macrophages from established granulomas, and alterations in macrophage actin dynamics. Reconstitution of the ancestral version of EsxM in an attenuated modern strain of Mtb altered the migratory mode of infected macrophages, enhancing their motility. In a zebrafish model, full-length EsxM promoted bone disease. The presence of a derived nonsense variant in EsxM throughout the major Mtb lineages 2, 3, and 4 is consistent with a role for EsxM in regulating the extent of dissemination., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.)
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- 2022
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31. The All of Us Research Program: Data quality, utility, and diversity.
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Ramirez AH, Sulieman L, Schlueter DJ, Halvorson A, Qian J, Ratsimbazafy F, Loperena R, Mayo K, Basford M, Deflaux N, Muthuraman KN, Natarajan K, Kho A, Xu H, Wilkins C, Anton-Culver H, Boerwinkle E, Cicek M, Clark CR, Cohn E, Ohno-Machado L, Schully SD, Ahmedani BK, Argos M, Cronin RM, O'Donnell C, Fouad M, Goldstein DB, Greenland P, Hebbring SJ, Karlson EW, Khatri P, Korf B, Smoller JW, Sodeke S, Wilbanks J, Hentges J, Mockrin S, Lunt C, Devaney SA, Gebo K, Denny JC, Carroll RJ, Glazer D, Harris PA, Hripcsak G, Philippakis A, and Roden DM
- Abstract
The All of Us Research Program seeks to engage at least one million diverse participants to advance precision medicine and improve human health. We describe here the cloud-based Researcher Workbench that uses a data passport model to democratize access to analytical tools and participant information including survey, physical measurement, and electronic health record (EHR) data. We also present validation study findings for several common complex diseases to demonstrate use of this novel platform in 315,000 participants, 78% of whom are from groups historically underrepresented in biomedical research, including 49% self-reporting non-White races. Replication findings include medication usage pattern differences by race in depression and type 2 diabetes, validation of known cancer associations with smoking, and calculation of cardiovascular risk scores by reported race effects. The cloud-based Researcher Workbench represents an important advance in enabling secure access for a broad range of researchers to this large resource and analytical tools., Competing Interests: The authors declare no competing interests.
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- 2022
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32. Proteo-genetic analysis reveals clear hierarchy of ESX-1 secretion in Mycobacterium marinum .
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Cronin RM, Ferrell MJ, Cahir CW, Champion MM, and Champion PA
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- Animals, Humans, Protein Transport, Virulence, Virulence Factors genetics, Virulence Factors metabolism, Bacterial Proteins genetics, Bacterial Proteins metabolism, Mycobacterium marinum genetics, Mycobacterium marinum metabolism, Mycobacterium marinum pathogenicity
- Abstract
The ESX-1 (ESAT-6-system-1) system and the protein substrates it transports are essential for mycobacterial pathogenesis. The precise ways that ESX-1 substrates contribute to virulence remains unknown. Several known ESX-1 substrates are also required for the secretion of other proteins. We used a proteo-genetic approach to construct high-resolution dependency relationships for the roles of individual ESX-1 substrates in secretion and virulence in Mycobacterium marinum, a pathogen of humans and animals. Characterizing a collection of M. marinum strains with in-frame deletions in each of the known ESX-1 substrate genes and the corresponding complementation strains, we demonstrate that ESX-1 substrates are differentially required for ESX-1 activity and for virulence. Using isobaric-tagged proteomics, we quantified the degree of requirement of each substrate on protein secretion. We conclusively defined distinct contributions of ESX-1 substrates in protein secretion. Our data reveal a hierarchy of ESX-1 substrate secretion, which supports a model for the composition of the extracytoplasmic ESX-1 secretory machinery. Overall, our proteo-genetic analysis demonstrates discrete roles for ESX-1 substrates in ESX-1 function and secretion in M. marinum.
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- 2022
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33. Comparing medical history data derived from electronic health records and survey answers in the All of Us Research Program.
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Sulieman L, Cronin RM, Carroll RJ, Natarajan K, Marginean K, Mapes B, Roden D, Harris P, and Ramirez A
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- Documentation, Humans, Information Storage and Retrieval, Surveys and Questionnaires, Electronic Health Records, Population Health
- Abstract
Objective: A participant's medical history is important in clinical research and can be captured from electronic health records (EHRs) and self-reported surveys. Both can be incomplete, EHR due to documentation gaps or lack of interoperability and surveys due to recall bias or limited health literacy. This analysis compares medical history collected in the All of Us Research Program through both surveys and EHRs., Materials and Methods: The All of Us medical history survey includes self-report questionnaire that asks about diagnoses to over 150 medical conditions organized into 12 disease categories. In each category, we identified the 3 most and least frequent self-reported diagnoses and retrieved their analogues from EHRs. We calculated agreement scores and extracted participant demographic characteristics for each comparison set., Results: The 4th All of Us dataset release includes data from 314 994 participants; 28.3% of whom completed medical history surveys, and 65.5% of whom had EHR data. Hearing and vision category within the survey had the highest number of responses, but the second lowest positive agreement with the EHR (0.21). The Infectious disease category had the lowest positive agreement (0.12). Cancer conditions had the highest positive agreement (0.45) between the 2 data sources., Discussion and Conclusion: Our study quantified the agreement of medical history between 2 sources-EHRs and self-reported surveys. Conditions that are usually undocumented in EHRs had low agreement scores, demonstrating that survey data can supplement EHR data. Disagreement between EHR and survey can help identify possible missing records and guide researchers to adjust for biases., (© The Author(s) 2022. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
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- 2022
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34. Annual decline in lung function in adults with sickle cell disease is similar to that observed in adults with cystic fibrosis.
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Hodges B, Ivy Z, Cronin RM, Rodeghier M, DeBaun MR, and Willen SM
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- Adult, Humans, Lung, Anemia, Sickle Cell complications, Cystic Fibrosis complications
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- 2022
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35. Economic evaluation of regular transfusions for cerebral infarct recurrence in the Silent Cerebral Infarct Transfusion Trial.
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Hsu P, Gay JC, Lin CJ, Rodeghier M, DeBaun MR, and Cronin RM
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- Blood Transfusion, Cerebral Infarction etiology, Cerebral Infarction therapy, Child, Cost-Benefit Analysis, Humans, United States, Hydroxyurea, Stroke
- Abstract
In 2020, the American Society of Hematology published evidence-based guidelines for cerebrovascular disease in individuals with sickle cell anemia (SCA). Although the guidelines were based on National Institutes of Health-sponsored randomized controlled trials, no cost-effectiveness analysis was completed for children with SCA and silent cerebral infarcts. We conducted a cost-effectiveness analysis comparing regular blood transfusion vs standard care using SIT (Silent Cerebral Infarct Transfusion) Trial participants. This analysis included a modified societal perspective with direct costs (hospitalization, emergency department visit, transfusion, outpatient care, and iron chelation) and indirect costs (special education). Direct medical costs were estimated from hospitalizations from SIT hospitals and unlinked aggregated hospital and outpatient costs from SIT sites by using the Pediatric Health Information System. Indirect costs were estimated from published literature. Effectiveness was prevention of infarct recurrence. An incremental cost-effectiveness ratio using a 3-year time horizon (mean SIT Trial participant follow-up) compared transfusion vs standard care. A total of 196 participants received transfusions (n = 90) or standard care (n = 106), with a mean age of 10.0 years. Annual hospitalization costs were reduced by 54% for transfusions vs standard care ($4929 vs $10 802), but transfusion group outpatient costs added $22 454 to $137 022 per year. Special education cost savings were $2634 over 3 years for every infarct prevented. Transfusion therapy had an incremental cost-effectiveness ratio of $22 025 per infarct prevented. Children with preexisting silent cerebral infarcts receiving blood transfusions had lower hospitalization costs but higher outpatient costs, primarily associated with the oral iron chelator deferasirox. Regular blood transfusion therapy is cost-effective for infarct recurrence in children with SCA. This trial is registered at www.clinicaltrials.gov as #NCT00072761., (© 2021 by The American Society of Hematology. Licensed under Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0), permitting only noncommercial, nonderivative use with attribution. All other rights reserved.)
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- 2021
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36. Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program.
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Cronin RM, Halvorson AE, Springer C, Feng X, Sulieman L, Loperena-Cortes R, Mayo K, Carroll RJ, Chen Q, Ahmedani BK, Karnes J, Korf B, O'Donnell CJ, Qian J, and Ramirez AH
- Subjects
- Biomedical Research, Genetic Diseases, Inborn epidemiology, Humans, Internet, Precision Medicine, Electronic Health Records, Health Surveys, Medical History Taking
- Abstract
Objective: Family health history is important to clinical care and precision medicine. Prior studies show gaps in data collected from patient surveys and electronic health records (EHRs). The All of Us Research Program collects family history from participants via surveys and EHRs. This Demonstration Project aims to evaluate availability of family health history information within the publicly available data from All of Us and to characterize the data from both sources., Materials and Methods: Surveys were completed by participants on an electronic portal. EHR data was mapped to the Observational Medical Outcomes Partnership data model. We used descriptive statistics to perform exploratory analysis of the data, including evaluating a list of medically actionable genetic disorders. We performed a subanalysis on participants who had both survey and EHR data., Results: There were 54 872 participants with family history data. Of those, 26% had EHR data only, 63% had survey only, and 10.5% had data from both sources. There were 35 217 participants with reported family history of a medically actionable genetic disorder (9% from EHR only, 89% from surveys, and 2% from both). In the subanalysis, we found inconsistencies between the surveys and EHRs. More details came from surveys. When both mentioned a similar disease, the source of truth was unclear., Conclusions: Compiling data from both surveys and EHR can provide a more comprehensive source for family health history, but informatics challenges and opportunities exist. Access to more complete understanding of a person's family health history may provide opportunities for precision medicine., (© The Author(s) 2021. Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved. For permissions, please email: journals.permissions@oup.com.)
- Published
- 2021
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37. Digital behavioural interventions for people with sickle cell disease.
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Badawy SM, Cronin RM, Liem RI, and Palermo TM
- Abstract
This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To identify and assess the effects of digital behavioural interventions focused on behavioural change in people with SCD on: medication adherence or disease management (such as managing acute and chronic pain), or both, on health- and other-related outcomes;specific subgroups defined by age (i.e. children, adolescents and adults) and type of modality or delivery (e.g. cell phone, the Internet)., Competing Interests: DECLARATIONS OF INTEREST All authors: none known.
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- 2021
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38. Association between hospital admissions and healthcare provider communication for individuals with sickle cell disease.
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Cronin RM, Yang M, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson AA, Kalinyak K, DeBaun M, and Treadwell M
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- Communication, Female, Humans, Male, Admitting Department, Hospital standards, Anemia, Sickle Cell epidemiology, Health Personnel standards
- Abstract
Objective: To test the hypothesis that caregivers' or adult participants' low ratings of provider communication are associated with more hospital admissions among adults and children with sickle cell disease (SCD), respectively. Secondarily, we determined whether there was an association between the caregivers' or participants' health literacy and rating of providers' communication. Methods: Primary data were collected from participants through surveys between 2014 and 2016, across six sickle cell centers throughout the U.S. In this cross-sectional cohort study, 211 adults with SCD and 331 caregivers of children with SCD completed surveys evaluating provider communication using the Consumer Assessment of Healthcare Providers and Systems (CAHPS), healthcare utilization, health literacy, and other sociodemographic and behavioral variables. Analyses included descriptive statistics, bivariate analyses, and logistic regression. Results: Participants with better ratings of provider communication were less likely to be hospitalized (odds ratio (OR) = 0.54, 95% confidence interval (CI) = [0.35, 0.83]). Positive ratings of provider communication were associated with fewer readmissions for children (OR = 0.23, 95% CI = [0.09, 0.57]). Participants with better ratings of provider communication were less likely to rate their health literacy as lower (regression coefficient (B) = -0.28, 95% CI = [-0.46, -0.10]). Conclusions: Low ratings of provider communication were associated with more hospitalizations and readmissions in SCD, suggesting the need for interventions targeted at improving patient-provider communication which could decrease hospitalizations for this population.
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- 2020
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39. Programmed Proteolysis of Chemotaxis Proteins in Sinorhizobium meliloti: Features in the C-Terminal Region Control McpU Degradation.
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Arapov TD, Kim J, Cronin RM, Pahima M, and Scharf BE
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- Bacterial Proteins chemistry, Cell Cycle physiology, Gene Deletion, Movement, Protein Processing, Post-Translational, Proteolysis, Bacterial Proteins metabolism, Chemotaxis physiology, Sinorhizobium meliloti metabolism
- Abstract
Chemotaxis and motility are important traits that support bacterial survival in various ecological niches and in pathogenic and symbiotic host interaction. Chemotactic stimuli are sensed by chemoreceptors or m ethyl-accepting c hemotaxis p roteins (MCPs), which direct the swimming behavior of the bacterial cell. In this study, we present evidence that the cellular abundance of chemoreceptors in the plant symbiont Sinorhizobium meliloti can be altered by the addition of several to as few as one amino acid residues and by including common epitope tags such as 3×FLAG and 6×His at their C termini. To further dissect this phenomenon and its underlying molecular mechanism, we focused on a detailed analysis of the amino acid sensor McpU. Controlled proteolysis is important for the maintenance of an appropriate stoichiometry of chemoreceptors and between chemoreceptors and chemotactic signaling proteins, which is essential for an optimal chemotactic response. We hypothesized that enhanced stability is due to interference with protease binding, thus affecting proteolytic efficacy. Location of the protease recognition site was defined through McpU stability measurements in a series of deletion and amino acid substitution mutants. Deletions in the putative protease recognition site had similar effects on McpU abundance, as did extensions at the C terminus. Our results provide evidence that the programmed proteolysis of chemotaxis proteins in S. meliloti is cell cycle regulated. This posttranslational control, together with regulatory pathways on the transcriptional level, limits the chemotaxis machinery to the early exponential growth phase. Our study identified parallels to cell cycle-dependent processes during asymmetric cell division in Caulobacter crescentus IMPORTANCE The symbiotic bacterium Sinorhizobium meliloti contributes greatly to growth of the agriculturally valuable host plant alfalfa by fixing atmospheric nitrogen. Chemotaxis of S. meliloti cells toward alfalfa roots mediates this symbiosis. The present study establishes programmed proteolysis as a factor in the maintenance of the S. meliloti chemotaxis system. Knowledge about cell cycle-dependent, targeted, and selective proteolysis in S. meliloti is important to understand the molecular mechanisms of maintaining a suitable chemotaxis response. While the role of regulated protein turnover in the cell cycle progression of Caulobacter crescentus is well understood, these pathways are just beginning to be characterized in S. meliloti In addition, our study should alert about the cautionary use of epitope tags for protein quantification., (Copyright © 2020 American Society for Microbiology.)
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- 2020
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40. Diversity and inclusion for the All of Us research program: A scoping review.
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Mapes BM, Foster CS, Kusnoor SV, Epelbaum MI, AuYoung M, Jenkins G, Lopez-Class M, Richardson-Heron D, Elmi A, Surkan K, Cronin RM, Wilkins CH, Pérez-Stable EJ, Dishman E, Denny JC, and Rutter JL
- Subjects
- Biomedical Research ethics, Cohort Studies, Ethnicity, Female, Humans, Male, Minority Groups, Population Health, Precision Medicine methods, Racial Groups, United States, Biomedical Research methods, Cultural Diversity, Demography methods
- Abstract
The All of Us Research Program (All of Us) is a national effort to accelerate health research by exploring the relationship between lifestyle, environment, and genetics. It is set to become one of the largest research efforts in U.S. history, aiming to build a national resource of data from at least one million participants. All of Us aims to address the need for more diversity in research and set the stage for that diversity to be leveraged in precision medicine research to come. This paper describes how the program assessed demographic characteristics of participants who have enrolled in other U.S. biomedical research cohorts to better understand which groups are traditionally represented or underrepresented in biomedical research. We 1) reviewed the enrollment characteristics of national cohort studies like All of Us, and 2) surveyed the literature, focusing on key diversity categories essential to the program's enrollment aims. Based on these efforts, All of Us emphasizes enrollment of racial and ethnic minorities, and has formally designated the following additional groups as historically underrepresented: individuals-with inadequate access to medical care; under the age of 18 or over 65; with an annual household income at or below 200% of the federal poverty level; who have a cognitive or physical disability; have less than a high school education or equivalent; are intersex; identify as a sexual or gender minority; or live in rural or non-metropolitan areas. Research accounting for wider demographic variability is critical. Only by ensuring diversity and by addressing the very barriers that limit it, can we position All of Us to better understand and tackle health disparities., Competing Interests: The authors have declared that no competing interests exist.
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- 2020
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41. Engaging Individuals with Sickle Cell Disease in Patient-Centered Outcomes Research: A Community Health Ambassador Training Model.
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Mayo-Gamble TL, Murry VM, Cunningham-Erves J, Cronin RM, Lari N, Gorden A, Scott L, DeBaun MR, and Thompson T
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- Adult, Community Health Services, Community-Based Participatory Research, Education organization & administration, Female, Humans, Male, Medically Underserved Area, Middle Aged, Tennessee, Young Adult, Anemia, Sickle Cell, Community Health Workers education, Patient Outcome Assessment
- Abstract
Developing innovative strategies to engage patients as research partners is a priority in efforts to reduce health disparities in underserved communities. We describe the development and implementation of a training model to prepare Community Health Ambassadors (CHAs) to serve as liaisons to engage individuals with sickle cell disease (SCD) in patient-centered outcomes research. We trained CHAs on research guidelines, human subjects' protection, and SCD self-management. Community Health Ambassadors then employed community-level strategies to engage individuals with SCD and their families (N=432) residing in rural and urban communities throughout Tennessee. By engaging the SCD community, CHAs identified areas of burden for self-management and patientpreferred strategies to engage members of underserved minority groups in research. This community-based training model, which places CHAs as liaisons between researchers and the community, holds promise for scaling-up for replication and implementation in studies seeking to engage underserved populations with a chronic disease in health research.
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- 2020
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42. Risk factors for hospitalizations and readmissions among individuals with sickle cell disease: results of a U.S. survey study.
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Cronin RM, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson A, Kalinyak K, DeBaun M, and Treadwell M
- Subjects
- Adolescent, Adult, Age Factors, Child, Cross-Sectional Studies, Female, Humans, Male, Mental Health, Socioeconomic Factors, United States, Anemia, Sickle Cell epidemiology, Anemia, Sickle Cell therapy, Patient Readmission
- Abstract
Objective: Hospital admissions are significant events in the care of individuals with sickle cell disease (SCD) due to associated costs and potential for quality of life compromise., Methods: This cross-sectional cohort study evaluated risk factors for admissions and readmissions between October 2014 and March 2016 in adults with SCD (n = 201) and caregivers of children with SCD (n = 330) at six centres across the U.S. Survey items assessed social determinants of health (e.g. educational attainment, difficulty paying bills), depressive symptoms, social support, health literacy, spirituality, missed clinic appointments, and outcomes hospital admissions and 30-day readmissions in the previous year., Results: A majority of adults (64%) and almost half of children (reported by caregivers: 43%) were admitted, and fewer readmitted (adults: 28%; children: 9%). The most common reason for hospitalization was uncontrolled pain (admission: adults: 84%, children: 69%; readmissions: adults: 83%, children: 69%). Children were less likely to have admissions/readmissions than adults (Admissions: OR: 0.35, 95% CI: [0.23,0.52]); Readmissions: 0.23 [0.13,0.41]). For all participants, missing appointments were associated with admissions (1.66 [1.07, 2.58]) and readmissions (2.68 [1.28, 6.29]), as were depressive symptoms (admissions: 1.36 [1.16,1.59]; readmissions: 1.24 [1.04, 1.49]). In adults, difficulty paying bills was associated with more admissions, (3.11 [1.47,6.62]) readmissions (3.7 [1.76,7.79]), and higher spirituality was associated with fewer readmissions (0.39 [0.18,0.81])., Discussion: Missing appointments was significantly associated with admissions and readmissions. Findings confirm that age, mental health, financial insecurity, spirituality, and clinic attendance are all modifiable factors that are associated with admissions and readmissions; addressing them could reduce hospitalizations.
- Published
- 2019
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43. Increased Patient Activation Is Associated with Fewer Emergency Room Visits and Hospitalizations for Pain in Adults with Sickle Cell Disease.
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Cronin RM, Dorner TL, Utrankar A, Allen W, Rodeghier M, Kassim AA, Jackson GP, and DeBaun MR
- Subjects
- Adolescent, Adult, Anemia, Sickle Cell therapy, Antisickling Agents therapeutic use, Blood Transfusion, Cross-Sectional Studies, Female, Humans, Hydroxyurea therapeutic use, Male, Middle Aged, Opioid-Related Disorders, Young Adult, Anemia, Sickle Cell physiopathology, Emergency Service, Hospital statistics & numerical data, Hospitalization statistics & numerical data, Pain physiopathology, Pain Management, Patient Participation, Self Efficacy
- Abstract
Objective: Recurrent vaso-occlusive pain episodes, the most common complication of sickle cell disease (SCD), cause frequent health care utilization. Studies exploring associations between patient activation and acute health care utilization for pain are lacking. We tested the hypothesis that increased activation and self-efficacy are associated with decreased health care utilization for pain in SCD., Methods: In this cross-sectional study of adults with SCD at a tertiary medical center, we collected demographics, SCD phenotype, Patient Activation Measure levels, and self-efficacy scores using structured questionnaires. We reviewed charts to obtain disease-modifying therapy and acute health care utilization, defined as emergency room visits and hospitalizations, for vaso-occlusive pain episodes. Negative binomial regression analyses were used to test the hypothesis., Results: We surveyed 67 adults with SCD. The median age was 27.0 years, 53.7% were female, and 95.5% were African American. Median health care utilization for pain over one year (range) was 2.0 (0-24). Only one-third of participants (38.8%) were at the highest activation level (median [range] = 3 [1-4]). Two-thirds (65.7%) of participants had high self-efficacy (median [range] = 32.0 [13-45]). Regressions showed significant association between health care utilization and activation (incidence rate ratio [IRR] = 0.663, P = 0.045), self-efficacy (IRR = 0.947, P = 0.038), and male sex (IRR = 0.390, P = 0.003). Two outliers with high activation, self-efficacy, and health care utilization also had addictive behavior., Conclusions: Many individuals with SCD have suboptimal activation and reduced self-efficacy. Higher activation and self-efficacy were associated with lower health care utilization for pain. Additional studies are needed to evaluate interventions to improve activation and self-efficacy and reduce acute health care utilization for pain., (© 2018 American Academy of Pain Medicine. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
- Published
- 2019
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44. Development of the Initial Surveys for the All of Us Research Program.
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Cronin RM, Jerome RN, Mapes B, Andrade R, Johnston R, Ayala J, Schlundt D, Bonnet K, Kripalani S, Goggins K, Wallston KA, Couper MP, Elliott MR, Harris P, Begale M, Munoz F, Lopez-Class M, Cella D, Condon D, AuYoung M, Mazor KM, Mikita S, Manganiello M, Borselli N, Fowler S, Rutter JL, Denny JC, Karlson EW, Ahmedani BK, and O'Donnell CJ
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Factor Analysis, Statistical, Female, Humans, Longitudinal Studies, Male, Middle Aged, Pilot Projects, Qualitative Research, Translations, United States, Young Adult, Health Surveys methods, Precision Medicine
- Abstract
Background: The All of Us Research Program is building a national longitudinal cohort and collecting data from multiple information sources (e.g., biospecimens, electronic health records, and mobile/wearable technologies) to advance precision medicine. Participant-provided information, collected via surveys, will complement and augment these information sources. We report the process used to develop and refine the initial three surveys for this program., Methods: The All of Us survey development process included: (1) prioritization of domains for scientific needs, (2) examination of existing validated instruments, (3) content creation, (4) evaluation and refinement via cognitive interviews and online testing, (5) content review by key stakeholders, and (6) launch in the All of Us electronic participant portal. All content was translated into Spanish., Results: We conducted cognitive interviews in English and Spanish with 169 participants, and 573 individuals completed online testing. Feedback led to over 40 item content changes. Lessons learned included: (1) validated survey instruments performed well in diverse populations reflective of All of Us; (2) parallel evaluation of multiple languages can ensure optimal survey deployment; (3) recruitment challenges in diverse populations required multiple strategies; and (4) key stakeholders improved integration of surveys into larger Program context., Conclusions: This efficient, iterative process led to successful testing, refinement, and launch of three All of Us surveys. Reuse of All of Us surveys, available at http://researchallofus.org, may facilitate large consortia targeting diverse populations in English and Spanish to capture participant-provided information to supplement other data, such as genetic, physical measurements, or data from electronic health records.
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- 2019
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45. Development of a Technology-Supported, Lay Peer-to-Peer Family Engagement Consultation Service in a Pediatric Hospital.
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Liang WH, Madan-Swain A, Cronin RM, and Jackson GP
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- Alabama, Caregivers, Child, Consumer Health Informatics, Hospital Volunteers, Hospitals, Pediatric, Humans, Peer Group, Referral and Consultation, Consumer Health Information, Decision Making, Parents, Social Support
- Abstract
Patient and caregiver engagement in making decisions and taking actions to promote health are critically important for improving outcomes, enhancing healthcare experience satisfaction, and reducing costs. Patients and caregivers have a wealth of expertise in illness self-management and can aid others in attaining high levels of activation through peer-to-peer social support. We describe the development of a technology-supported, family engagement consultation service at Children's of Alabama that integrates parent volunteers as front-line, peer-to-peer support consultants with a multidisciplinary team of informatics professionals in the pediatric hospital setting. This service was adapted from an existing engagement consultation service with a traditional medical consultation model at Vanderbilt Children's Hospital. The unique features of the new model are articulated, along with plans for a shared knowledge database of consumer health resources to meet needs. The layperson peer-to-peer design is highly innovative and relevant as healthcare transitions towards increasingly participatory and personalized medicine.
- Published
- 2018
46. Patient and healthcare provider views on a patient-reported outcomes portal.
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Cronin RM, Conway D, Condon D, Jerome RN, Byrne DW, and Harris PA
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- Adolescent, Adult, Aged, Anxiety, Chronic Disease, Depression, Female, Health Information Systems, Healthy Volunteers, Humans, Male, Middle Aged, Self Report, Young Adult, Attitude of Health Personnel, Attitude to Health, Health Personnel, Patient Portals, Patient Reported Outcome Measures
- Abstract
Background: Over the past decade, public interest in managing health-related information for personal understanding and self-improvement has rapidly expanded. This study explored aspects of how patient-provided health information could be obtained through an electronic portal and presented to inform and engage patients while also providing information for healthcare providers., Methods: We invited participants using ResearchMatch from 2 cohorts: (1) self-reported healthy volunteers (no medical conditions) and (2) individuals with a self-reported diagnosis of anxiety and/or depression. Participants used a secure web application (dashboard) to complete the PROMIS® domain survey(s) and then complete a feedback survey. A community engagement studio with 5 healthcare providers assessed perspectives on the feasibility and features of a portal to collect and display patient provided health information. We used bivariate analyses and regression analyses to determine differences between cohorts., Results: A total of 480 participants completed the study (239 healthy, 241 anxiety and/or depression). While participants from the tw2o cohorts had significantly different PROMIS scores (p < .05), both cohorts welcomed the concept of a patient-centric dashboard, saw value in sharing results with their healthcare provider, and wanted to view results over time. However, factors needing consideration before widespread use included personalization for the patient and their health issues, integration with existing information (eg electronic health records), and integration into clinician workflow., Conclusions: Our findings demonstrated a strong desire among healthy people, patients with chronic diseases, and healthcare providers for a self-assessment portal that can collect patient-reported outcome metrics and deliver personalized feedback.
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- 2018
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47. Modifying factors of the health belief model associated with missed clinic appointments among individuals with sickle cell disease.
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Cronin RM, Hankins JS, Byrd J, Pernell BM, Kassim A, Adams-Graves P, Thompson AA, Kalinyak K, DeBaun MR, and Treadwell M
- Subjects
- Adolescent, Adult, Aged, Anemia, Sickle Cell therapy, Child, Child, Preschool, Female, Humans, Infant, Male, Middle Aged, Anemia, Sickle Cell psychology, Attitude to Health, Culture, Models, Psychological
- Abstract
Objectives: Outpatient care is critical in the management of chronic diseases, including sickle cell disease (SCD). Risk factors for poor adherence with clinic appointments in SCD are poorly defined. This exploratory study evaluated associations between modifying variables from the Health Belief Model and missed appointments., Methods: We surveyed adults with SCD (n = 211) and caregivers of children with SCD (n = 331) between October 2014 and March 2016 in six centres across the U.S. The survey tool utilized the framework of the Health Belief Model, and included: social determinants, psychosocial variables, social support, health literacy and spirituality., Results: A majority of adults (87%) and caregivers of children (65%) reported they missed a clinic appointment. Children (as reported by caregivers) were less likely to miss appointments than adults (OR:0.22; 95% CI:(0.13,0.39)). In adults, financial insecurity (OR:4.49; 95% CI:(1.20, 20.7)), health literacy (OR:4.64; 95% CI:(1.33, 16.15)), and age (OR:0.95; 95% CI:(0.91,0.99)) were significantly associated with missed appointments. In all participants, lower spirituality was associated with missed appointments (OR:1.83; 95%CI:(1.13, 2.94)). The most common reason for missing an appointment was forgetfulness (adults: 31%, children: 26%). A majority thought reminders would help (adults: 83%, children: 71%) using phone calls (adults: 62%, children: 61%) or text messages (adults: 56%, children: 51%)., Conclusions: Our findings demonstrate that modifying components of the Health Belief Model, including age, financial security, health literacy, spirituality, and lacking cues to action like reminders, are important in missed appointments and addressing these factors could improve appointment-keeping for adults and children with SCD.
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- 2018
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48. Technology use and preferences to support clinical practice guideline awareness and adherence in individuals with sickle cell disease.
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Utrankar A, Mayo-Gamble TL, Allen W, Novak L, Kassim AA, Bonnet K, Schlundt D, Murry VM, Jackson GP, DeBaun M, and Cronin RM
- Subjects
- Adolescent, Adult, Aged, Cross-Sectional Studies, Female, Focus Groups, Humans, Interviews as Topic, Male, Middle Aged, Patient-Centered Care, Socioeconomic Factors, United States, Young Adult, Anemia, Sickle Cell, Guideline Adherence, Patient Compliance, Practice Guidelines as Topic
- Abstract
Objective: Sickle cell disease (SCD) is a chronic condition affecting over 100 000 individuals in the United States, predominantly from vulnerable populations. Clinical practice guidelines, written for providers, have low adherence. This study explored knowledge about guidelines; desire for guidelines; and how technology could support guideline awareness and adherence, examining current technology uses, and user preferences to inform design of a patient-centered guidelines application in a chronic disease., Methods: This cross-sectional mixed-methods study involved semi-structured interviews, surveys, and focus groups of adolescents and adults with SCD. We evaluated interest, preferences, and anticipated benefits or barriers of a patient-centered adaptation of SCD practice guidelines; prospective technology uses for health; and barriers to technology utilization., Results: Forty-seven individuals completed surveys and interviews, and 39 participated in three separate focus groups. Most participants (91%) were unaware of SCD guidelines, but almost all (96%) expressed interest in a guidelines application, identifying benefits (knowledge, activation, individualization, and rewards), and barriers (poor information, low motivation, and resource limitations). Current technology health uses included information access, care coordination, and reminders about health-related actions. Prospective technology uses included informational messaging and timely alerts. Barriers to technology use included lack of interest, lack of utility, and preference for direct communication., Conclusions: This study's findings can inform the design of clinical practice guideline applications, suggesting a promising role for technology to engage patients, facilitate care decisions and actions, and improve outcomes.
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- 2018
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49. Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review.
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Badawy SM, Cronin RM, Hankins J, Crosby L, DeBaun M, Thompson AA, and Shah N
- Subjects
- Adolescent, Anemia, Sickle Cell pathology, Child, Female, Humans, Internet, Male, Self-Management, Anemia, Sickle Cell therapy, Mobile Applications trends, Patient-Centered Care methods, Telemedicine methods
- Abstract
Background: Sickle cell disease is an inherited blood disorder that affects over 100,000 Americans. Sickle cell disease-related complications lead to significant morbidity and early death. Evidence supporting the feasibility, acceptability, and efficacy of self-management electronic health (eHealth) interventions in chronic diseases is growing; however, the evidence is unclear in sickle cell disease., Objective: We systematically evaluated the most recent evidence in the literature to (1) review the different types of technological tools used for self-management of sickle cell disease, (2) discover and describe what self-management activities these tools were used for, and (3) assess the efficacy of these technologies in self-management., Methods: We reviewed literature published between 1995 and 2016 with no language limits. We searched MEDLINE, EMBASE, CINAHL, PsycINFO, and other sources. We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Two independent reviewers screened titles and abstracts, assessed full-text articles, and extracted data from articles that met inclusion criteria. Eligible studies were original research articles that included texting, mobile phone-based apps, or other eHealth interventions designed to improve self-management in pediatric and adult patients with sickle cell disease., Results: Of 1680 citations, 16 articles met all predefined criteria with a total of 747 study participants. Interventions were text messaging (4/16, 25%), native mobile apps (3/16, 19%), Web-based apps (5/16, 31%), mobile directly observed therapy (2/16, 13%), internet-delivered cognitive behavioral therapy (2/16, 13%), electronic pill bottle (1/16, 6%), or interactive gamification (2/16, 13%). Interventions targeted monitoring or improvement of medication adherence (5/16, 31%); self-management, pain reporting, and symptom reporting (7/16, 44%); stress, coping, sleep, and daily activities reporting (4/16, 25%); cognitive training for memory (1/16, 6%); sickle cell disease and reproductive health knowledge (5/16, 31%); cognitive behavioral therapy (2/16, 13%); and guided relaxation interventions (1/16, 6%). Most studies (11/16, 69%) included older children or adolescents (mean or median age 10-17 years; 11/16, 69%) and 5 included young adults (≥18 years old) (5/16, 31%). Sample size ranged from 11 to 236, with a median of 21 per study: <20 in 6 (38%), ≥20 to <50 in 6 (38%), and >50 participants in 4 studies (25%). Most reported improvement in self-management-related outcomes (15/16, 94%), as well as high satisfaction and acceptability of different study interventions (10/16, 63%)., Conclusions: Our systematic review identified eHealth interventions measuring a variety of outcomes, which showed improvement in multiple components of self-management of sickle cell disease. Despite the promising feasibility and acceptability of eHealth interventions in improving self-management of sickle cell disease, the evidence overall is modest. Future eHealth intervention studies are needed to evaluate their efficacy, effectiveness, and cost effectiveness in promoting self-management in patients with sickle cell disease using rigorous methods and theoretical frameworks with clearly defined clinical outcomes., (©Sherif M Badawy, Robert M Cronin, Jane Hankins, Lori Crosby, Michael DeBaun, Alexis A Thompson, Nirmish Shah. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 19.07.2018.)
- Published
- 2018
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50. Adapting medical guidelines to be patient-centered using a patient-driven process for individuals with sickle cell disease and their caregivers.
- Author
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Cronin RM, Mayo-Gamble TL, Stimpson SJ, Badawy SM, Crosby LE, Byrd J, Volanakis EJ, Kassim AA, Raphael JL, Murry VM, and DeBaun MR
- Abstract
Background: Evidence-based guidelines for sickle cell disease (SCD) health maintenance and management have been developed for primary health care providers, but not for individuals with SCD. To improve the quality of care delivered to individuals with SCD and their caregivers, the main purposes of this study were to: (1) understand the desire for patient-centered guidelines among the SCD community; and (2) adapt guideline material to be patient-centered using community-engagement strategies involving health care providers, community -based organizations, and individuals with the disease., Methods: From May-December 2016, a volunteer sample of 107 individuals with SCD and their caregivers gave feedback at community forums ( n = 64) and community listening sessions ( n = 43) about technology use for health information and desire for SCD-related guidelines. A team of community research partners consisting of community stakeholders, individuals living with SCD, and providers and researchers (experts) in SCD at nine institutions adapted guidelines to be patient-centered based on the following criteria: (1) understandable, (2) actionable, and (3) useful., Results: In community forums (n = 64), almost all participants (91%) wanted direct access to the content of the guidelines. Participants wanted guidelines in more than one format including paper (73%) and mobile devices (79%). Guidelines were adapted to be patient-centered. After multiple iterations of feedback, 100% of participants said the guidelines were understandable, most (88%) said they were actionable, and everyone (100%) would use these adapted guidelines to discuss their medical care with their health care providers., Conclusions: Individuals with SCD and their caregivers want access to guidelines through multiple channels, including technology. Guidelines written for health care providers can be adapted to be patient-centered using Community-engaged research involving providers and patients. These patient-centered guidelines provide a framework for patients to discuss their medical care with their health care providers., Competing Interests: Informed consent was waived for this IRB-exempt, HIPAA-compliant, retrospective review of prospectively acquired quality improvement data. The Vanderbilt University Medical Center IRB approved this work as research involving the collection or study of existing data, documents, records, pathological specimens or diagnostic specimens, if the sources are publicly available or if the information is recorded by the investigator in such a manner that subjects cannot be identified directly or through identifiers linked to the subjects. The Vanderbilt University Medical Center IRB is our ethics review board. As this was obtained as de-identified data, we are unable to obtain informed consent from the de-identified sample and the Vanderbilt University Medical Center IRB did not require attempting to obtain consent on this de-identified sample. Respondents voluntarily attended the focus groups and contributed data through participation in the audience response activity. Participants were informed that their responses would be used for quality improvement purposes, such as the development and implementation of an information technology system for communicating guideline information in accordance with patient-reported preferences. The data are not publicly available, but are de-identified, tabulated in terms of totals and percentages (note attached spreadsheet), and stored on an encrypted, password-protected computer.All authors declare that no conflict of interest, financial or other, exists. The manuscript represents valid work; neither this manuscript nor one with substantially similar content under my authorship has been published or is being considered for publication elsewhere (except as described in the manuscript submission); and copies of any closely related manuscripts are enclosed in the manuscript submission; and, I agree to allow the corresponding author to serve as the primary correspondent with the editorial office and to review and sign off on the final proofs prior to publication.Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
- Published
- 2018
- Full Text
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