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Van den Eynde J, Jacquemyn X, Danford DA, Kutty S, McCrindle BW, Manlhiot C. Optimal Shunt Type for Norwood Procedure: Predicted Adverse Impact of Discordant Surgical Approach. Ann Thorac Surg 2025; 119:602-615. [PMID: 39307220 DOI: 10.1016/j.athoracsur.2024.09.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Revised: 07/30/2024] [Accepted: 09/06/2024] [Indexed: 11/01/2024]
Abstract
BACKGROUND The Single Ventricle Reconstruction (SVR) trial compared survival after Norwood procedure with either modified Blalock Taussig shunt (MBTS) or right ventricle pulmonary artery shunt (RVPAS). METHODS Data from all 549 participants in the SVR trial were used to develop the MBTS TFSA algorithms, which predict the transplantation-free survival advantage (TFSA) after MBTS vs RVPAS at 1 and 6 years after Norwood procedure. Linear regression analysis of the MBTS TFSA values was performed to identify factors related to more optimal outcomes with MBTS at each timepoint. The impact of discordant management (ie, predicted shunt type did not equal the one actually received) on outcomes and the extent of inconsistencies between predictions were evaluated. RESULTS The MBTS TFSA algorithm favored MBTS over RVPAS for only 6.2% of participants at 1 year and for 27.0% at 6 years. In terms of both 1- and 6-year outcomes, MBTS was favored with younger age at Norwood procedure and pre-Norwood intubation, while RVPAS was favored with younger gestational age and metrics indicating larger right ventricle size in the parasternal echocardiographic views. Other predictors were timepoint-specific. MBTS TFSA based allocation could have led to an absolute risk reduction in heart transplantation and mortality of 8.0% at 1 year and 16.8% at 6 years, mostly by preventing discordant MBTS management. Notably, separate predictions from the 1-year and 6-year algorithms produced discordant predictions for 136 participants (24.8%). CONCLUSIONS The incorporation of data-derived patient-specific factors for selection of shunt type for the Norwood procedure may produce more optimal transplantation free survival. These precision medicine algorithms require prospective validation.
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Affiliation(s)
- Jef Van den Eynde
- The Blalock Taussig Thomas Pediatric and Congenital Heart Center, Department of Pediatrics, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland; Department of Cardiovascular Sciences, KU Leuven & Congenital and Structural Cardiology, UZ Leuven, Leuven, Belgium
| | - Xander Jacquemyn
- The Blalock Taussig Thomas Pediatric and Congenital Heart Center, Department of Pediatrics, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland; Department of Cardiovascular Sciences, KU Leuven & Congenital and Structural Cardiology, UZ Leuven, Leuven, Belgium
| | - David A Danford
- The Blalock Taussig Thomas Pediatric and Congenital Heart Center, Department of Pediatrics, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Shelby Kutty
- The Blalock Taussig Thomas Pediatric and Congenital Heart Center, Department of Pediatrics, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland
| | - Brian W McCrindle
- The Labatt Family Heart Centre, Department of Pediatrics, Hospital for Sick Children, Toronto, Canada
| | - Cedric Manlhiot
- The Blalock Taussig Thomas Pediatric and Congenital Heart Center, Department of Pediatrics, Johns Hopkins School of Medicine, Johns Hopkins University, Baltimore, Maryland.
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Sooy-Mossey M, Sethi NJ, Mulder H, Chiswell KE, Hoffman TM, Hartman RJ, Walsh MJ, Welke K, Paolillo JA, Sarno LA, Sang CJ, D'Ottavio A, Osgood C, Bravo MA, Miranda ML, Li JS. Racial and Educational Isolation are Associated with Worse Outcomes in Congenital Heart Disease. Pediatr Cardiol 2025:10.1007/s00246-025-03772-1. [PMID: 39815062 DOI: 10.1007/s00246-025-03772-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Accepted: 01/04/2025] [Indexed: 01/18/2025]
Abstract
Sociodemographic factors influence outcomes in children with congenital heart disease (CHD). We predict an association between measures of social isolation and outcomes in infants with complex CHD. These measures, racial (RI) and educational (EI) isolation range from 0 to 1, with 0 being no isolation and 1 being fully isolated within a specific population. We identified patients less than 1 year old undergoing CHD surgery in North Carolina from 2008 to 2013. We used negative binomial and logistic regression models to assess the case-mix adjusted associations between RI and EI and length of stay, complications, mortality, and resource utilization. We quantified the association of race with these indices and outcomes. We included 1217 infants undergoing CHD surgery. Black infants had increased LOS (p < 0.001), other complications (p = 0.03), and death (p = 0.02). RI up to 0.3 was associated with decreased outpatient encounters (p < 0.001). RI was associated with increased inpatient encounters RI up to 0.3 (p < 0.001) but decreased for RI beyond 0.3 (p = 0.01). There was an association with increased risk of one or more emergency department visits (p = 0.001) at higher levels of EI. Race and RI showed a cumulative effect with children with Black race and greater than median RI having increased LOS (p < 0.001) and fewer outpatient encounters (p = 0.02). RI, EI, and Black race are associated with poorer outcomes. Children with Black race and greater than median levels of RI are at the highest risk of poor outcomes. These differences may be caused by differential access to resources or community support.
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Affiliation(s)
- Meredith Sooy-Mossey
- Division of Pediatric Cardiology, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA.
- Department of Pediatrics, Duke University Medical Center, 2301 Erwin Road, DUMC Box 3090, Durham, NC, 27710, USA.
| | - Neeta J Sethi
- Division of Pediatric Cardiology, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
| | | | | | - Timothy M Hoffman
- Division of Pediatric Cardiology, Department of Pediatrics, University of North Carolina at Chapel Hill Medical Center, Chapel Hill, NC, USA
| | - Robert J Hartman
- Division of Pediatric Cardiology, Department of Pediatrics, University of North Carolina at Chapel Hill Medical Center, Chapel Hill, NC, USA
| | - Michael J Walsh
- Division of Pediatric Cardiology, Department of Pediatrics, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Karl Welke
- Atrium Health Levine Children's Congenital Heart Center, Charlotte, NC, USA
| | - Joseph A Paolillo
- Atrium Health Levine Children's Congenital Heart Center, Charlotte, NC, USA
| | - Lauren A Sarno
- Division of Pediatric Cardiology, Department of Pediatrics, Brody School of Medicine at East Carolina University, Greenville, NC, USA
| | - Charlie J Sang
- Division of Pediatric Cardiology, Department of Pediatrics, Brody School of Medicine at East Carolina University, Greenville, NC, USA
| | | | - Claire Osgood
- Duke Global Health Institute, Duke University, Durham, NC, USA
| | | | - Marie Lynn Miranda
- Children's Environmental Health Initiative, University of Illinois Chicago, Chicago, IL, USA
| | - Jennifer S Li
- Division of Pediatric Cardiology, Department of Pediatrics, Duke University School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Durham, NC, USA
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Baker KE, Hecox EE, McMinn ME, Edwards SR, Lewis JW, Walker SC, Frederick KB, Humphries LS, Hoppe IC. Impact of Social Vulnerability, Race, and Urbanicity on Surgical Timing for Patients With Craniosynostosis. Cleft Palate Craniofac J 2024:10556656241306857. [PMID: 39726179 DOI: 10.1177/10556656241306857] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2024] Open
Abstract
Prior studies have linked the timing of craniosynostosis surgeries to several postoperative outcomes. However, less is known regarding the influence of sociodemographic factors on surgical timing for this population. This study investigates the influence of social vulnerability index (SVI), race, and urbanicity on the timing of craniosynostosis surgery. Retrospective data from 2013 to 2023 were queried from Cosmos, a national deidentified database from Epic electronic health record. Patients were stratified into sociodemographic cohorts, and chi-square tests were used to compare the proportion of each cohort undergoing craniosynostosis surgeries before and after 6 months of age. More than 3000 patients were identified for each predetermined metric for sociodemographic analysis (SVI n = 3369, race n = 3541, urbanicity n = 3375). The proportion of patients undergoing surgery at 5 months or less decreased and those undergoing any surgery at 6 months or more increased (P < .0001) with increasing SVI. There was also a significant association of surgical timing and patient race (P < .0001) but not urbanicity. SVI and patient race are associated with the timing of craniosynostosis surgery. Specifically, higher social vulnerability and certain racial groups are correlated with delayed surgical intervention. This delay in presentation may result in the inability to take advantage of more minimally invasive options, such as strip craniectomy with or without cranial spring placement. These findings highlight the need for targeted, patient-specific, interventions to address disparities in access to timely craniosynostosis surgery.
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Affiliation(s)
- Katherine E Baker
- School of Medicine, University of Mississippi Medical Center, Jackson, USA
| | - Emily E Hecox
- Division of Plastic and Reconstructive Surgery, University of Mississippi Medical Center, Jackson, USA
| | - Mary E McMinn
- School of Medicine, University of Mississippi Medical Center, Jackson, USA
| | - Shelley R Edwards
- School of Medicine, University of Mississippi Medical Center, Jackson, USA
| | - Jamie W Lewis
- School of Medicine, University of Mississippi Medical Center, Jackson, USA
| | - Savannah C Walker
- Department of Surgery, University of Mississippi Medical Center, Jackson, USA
| | - Keeley B Frederick
- Center for Informatics and Analytics, University of Mississippi Medical Center, Jackson, USA
| | - Laura S Humphries
- Division of Plastic and Reconstructive Surgery, University of Mississippi Medical Center, Jackson, USA
| | - Ian C Hoppe
- Division of Plastic and Reconstructive Surgery, University of Mississippi Medical Center, Jackson, USA
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Cassidy AR, Rofeberg V, Bucholz EM, Bellinger DC, Wypij D, Newburger JW. Family Socioeconomic Status and Neurodevelopment Among Patients With Dextro-Transposition of the Great Arteries. JAMA Netw Open 2024; 7:e2445863. [PMID: 39560944 DOI: 10.1001/jamanetworkopen.2024.45863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2024] Open
Abstract
Importance Data are limited on the longitudinal implications of socioeconomic status (SES) for neurodevelopmental outcomes among persons with complex congenital heart disease (CHD). Objectives To examine the association of family SES, maternal educational level, and maternal IQ with the neurodevelopment of individuals with dextro-transposition of the great arteries (d-TGA) from age 1 to 16 years and to identify how SES-related disparities change with age. Design, Setting, and Participants This cohort study analyzed data of participants enrolled in the Boston Circulatory Arrest Study, a randomized clinical trial conducted in Boston, Massachusetts, from 1988 to 1992. Participants were infants with d-TGA who underwent arterial switch operation and, after operation, underwent in-person neurodevelopmental status evaluations at ages 1, 4, 8, and 16 years. Analyses were conducted from April 2021 to August 2024. Exposures Mean Hollingshead scores at birth, age 1 year, and age 4 years were used to assign participants to SES tertiles (lowest, middle, or highest). Main Outcomes and Measures Age-appropriate neurodevelopmental outcomes assessed at 4 study time points (ages 1, 4, 8, and 16 years) via in-person administration of a range of well-validated measures. Standardized neurodevelopmental composite scores from each evaluation were derived from principal component analysis and compared across SES tertiles, adjusting for birth and medical characteristics. These scores were used to categorize the sample into latent classes; patient and medical factors for a 3-class model were used to estimate latent class using multinomial regression. Results The sample included 164 patients with d-TGA (123 males [75%]; mean [SD] gestational age at birth, 39.8 [1.2] weeks; 3 with Asian [2%], 6 with Black [4%], 5 with Hispanic [3%], and 146 with White [89%] race and ethnicity) and their mothers (mean [SD] age at birth, 28.5 [5.2] years). Lower SES tertile was associated with worse scores on most individual neurodevelopmental tests and worse neurodevelopmental composite scores at ages 4, 8, and 16 years. For example, mean (SD) neurodevelopmental composite scores at age 4 years were -0.49 [0.83] for lowest, 0.00 [0.81] for middle, and 0.47 [1.10] for highest SES tertile (F2 = 15.5; P < .001). When measured at consecutive time points, differences between SES tertiles were of similar magnitude. A latent class analysis produced 2- and 3-class models representing patients with stable (103 [64%] and 85 [53%]), improving (20 [13%]), and declining (57 [36%] and 55 [34%]) neurodevelopmental status. Those experiencing declines in neurodevelopmental status were more likely to have younger maternal age at childbirth (26.6 [5.1] vs 29.6 [4.9] and 29.1 [5.1] years; P = .002), lower maternal IQ (91.0 [14.1] vs 100.1 [11.1] and 96.2 [11.0]; P < .001), and lower SES (35.2 [10.8] vs 40.9 [9.9] and 35.8 [10.1]; P = .003) compared with those with stable or improving status. Conclusions and Relevance This cohort study of individuals with d-TGA found an association between lower family SES and worse neurodevelopmental outcomes in childhood and continuing throughout adolescence as well as greater decline in neurodevelopmental status over time. Effective strategies are needed to improve access to neurodevelopmental monitoring and intervention services for children with CHD from lower socioeconomic backgrounds.
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Affiliation(s)
- Adam R Cassidy
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, Minnesota
- Department of Pediatric and Adolescent Medicine, Mayo Clinic, Rochester, Minnesota
| | - Valerie Rofeberg
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts
| | - Emily M Bucholz
- Section of Cardiology, Department of Pediatrics, University of Colorado School of Medicine, Aurora
| | - David C Bellinger
- Department of Neurology, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, Massachusetts
| | - David Wypij
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Jane W Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts
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Abdallah N, Mohamoud A, Linzer M, Johnson D, Abdallah M, Karim R. Relationships between socioeconomic status and cardiovascular outcomes in patients with complete heart block. Heart Rhythm 2024; 21:2313-2319. [PMID: 38759917 DOI: 10.1016/j.hrthm.2024.05.025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 04/30/2024] [Accepted: 05/10/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Literature illustrates an association between adverse outcomes and lower socioeconomic status (SES) in patients with critical cardiovascular presentations; however. limited data exist on complete heart block (CHB) outcomes in the context of SES. OBJECTIVES The purpose of this study was to assess the association of SES (using zip code income quartiles) with the outcomes of CHB cases. METHODS We queried the 2016-2019 Nationwide Inpatient Sample and identified CHB as the primary diagnosis. We compared in-hospital outcomes based on zip code mean income quartiles (≤2 [< $59,000] vs ≥3). The primary outcome was mortality. Secondary outcomes included total and early permanent pacemaker (PPM) and temporary pacemaker (TPM) use, cardiogenic shock, palliative care involvement, mechanical ventilation use, length of stay (LOS), and total charges. Multivariable regression models were used to adjust for potential confounders. RESULTS Of 150,265 CHB hospitalizations, 76,635 (51%) involved patients with a lower income quartile. Lower quartiles were associated with lower odds of early PPM use (adjusted odds ratio [aOR] 0.86; 95% confidence interval [CI] 0.81-0.90) and higher odds of in-hospital mortality (aOR 1.23; 95% CI 1.05-1.46), total TPM use (aOR 1.08; 95% CI 1.02-1.14), palliative care (aOR 1.2; 95% CI 1.02-1.43), mechanical ventilation use (aOR 1.11; 95% CI 1.01-1.23), cardiogenic shock (aOR 1.15; 95% CI 1.01-1.31), and longer LOS (4 days vs 3.6 days; P <.001) compared to patients in higher quartiles. CONCLUSION Patients with lower income admitted for CHB were less likely to receive an early PPM and had higher adverse outcomes compared to patients with higher income.
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Affiliation(s)
- Nadhem Abdallah
- Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota.
| | | | - Mark Linzer
- Department of Medicine, Hennepin Healthcare, Minneapolis, Minnesota
| | | | | | - Rehan Karim
- Cardiology Division, Hennepin Healthcare, Minneapolis, Minnesota
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6
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Sooy-Mossey M, Sethi NJ, Mulder H, Chiswell KE, Hoffman TM, Hartman RJ, Walsh MJ, Welke K, Paolillo JA, Sarno LA, Sang CJ, D'Ottavio A, Osgood C, Bravo MA, Miranda ML, Li JS. Racial and Educational Isolation are Associated with Worse Outcomes in Congenital Heart Disease. RESEARCH SQUARE 2024:rs.3.rs-5290293. [PMID: 39574890 PMCID: PMC11581119 DOI: 10.21203/rs.3.rs-5290293/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2024]
Abstract
Background Sociodemographic factors influence outcomes in children with congenital heart disease (CHD). We predict an association between measures of social isolation and outcomes in infants with complex CHD. These measures, racial (RI) and educational (EI) isolation range from 0 to 1, with 0 being no isolation and 1 being fully isolated within a specific population. Methods We identified patients less than 1-year-old undergoing CHD surgery in North Carolina from 2008-2013. We used negative binomial and logistic regression models to assess the case-mix adjusted associations between RI and EI and length of stay, complications, mortality, and resource utilization. We quantified the association of race with these indices and outcomes. Results We included 1,217 infants undergoing CHD surgery. Black infants had increased LOS (p < 0.001), other complications (p = 0.03), and death (p = 0.02). RI up to 0.3 was associated with decreased outpatient encounters (p < 0.001). RI was associated with increased inpatient encounters RI up to 0.3 (p < 0.001) but decreased for RI beyond 0.3 (p = 0.01). There was an association with increased risk of one or more emergency department visits (p = 0.001) at higher levels EI. Race and RI showed a cumulative effect with children with Black race and greater than median RI having increased LOS (p < 0.001) and fewer outpatient encounters (p = 0.02). Conclusions RI, EI, and Black race are associated with poorer outcomes. Children with Black race and greater than median levels of RI are at the highest risk of poor outcomes. These differences may be caused by differential access to resources or community support.
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Affiliation(s)
| | | | | | | | | | | | | | - Karl Welke
- Atrium Health Levine Children's Congenital Heart Center
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Zaidi AH, Alberts A, Chowdhury D, Beaty C, Brewer B, Chen MH, de Ferranti SD. Trends in Gaps of Care for Patients With Congenital Heart Disease: Implications for Social Determinants of Health and Child Opportunity Index. J Am Heart Assoc 2024; 13:e034796. [PMID: 39377195 DOI: 10.1161/jaha.124.034796] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 08/08/2024] [Indexed: 10/09/2024]
Abstract
BACKGROUND Lifelong continuity of care is essential for patients with congenital heart disease (CHD) to maximize health outcomes; unfortunately, gaps in care (GIC) are common. Trends in GIC and of social determinants of health factors contributing to GIC are poorly understood. METHODS AND RESULTS This retrospective cohort study included patients with CHD, aged 0 to 34 years, who underwent surgery between January 2003 and May 2020, followed up at a pediatric subspeciality hospital. Patients were categorized as having simple, moderate, and complex CHD based on 2018 American Heart Association and American College of Cardiology guidelines. Social determinants of health, such as race, ethnicity, language, insurance status, and Child Opportunity Index, based on home address zip code, were analyzed. Of 2012 patients with CHD, a GIC of ≥3 years was identified in 56% (n=1119). The proportion of patients with GIC per year increased by 0.51% (P<0.001). Multivariable longitudinal models showed that the odds of GIC were higher for patients who were ≥10.5 years old, had simple CHD, lived out of state, lived farther from care site, received public insurance, had less protection with additional insurance plans, and with low Child Opportunity Index. A separate model for patients with only moderate/complex CHD showed similar findings. Race and ethnicity were not associated with the odds of experiencing GIC over time. CONCLUSIONS GIC have increased over time for patients with CHD. Social determinants of health, like insurance, access, and neighborhood opportunity, are key risk factors for increasing GIC. Efforts to reduce GIC in patients with CHD should focus on addressing the impact of specific social determinants of health.
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Affiliation(s)
- Abbas H Zaidi
- Nemours Children's Health Delaware Valley Wilmington DE
- Thomas Jefferson University Philadelphia PA
| | - Adam Alberts
- Nemours Children's Health Delaware Valley Wilmington DE
- Thomas Jefferson University Philadelphia PA
| | - Devyani Chowdhury
- Nemours Children's Health Delaware Valley Wilmington DE
- Thomas Jefferson University Philadelphia PA
| | - Claude Beaty
- Nemours Children's Health Delaware Valley Wilmington DE
- Thomas Jefferson University Philadelphia PA
| | | | - Ming Hui Chen
- Boston Children's Hospital Boston MA
- Harvard Medical School Boston MA
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Klein JH, Cuneo B, Howley L, Kavanaugh-McHugh A, Taylor C, Chaves AH, Srivastava S, Donofrio MT, Gourishankar A, Krishnan A. Geospatial Distribution of Prenatally and Postnatally Diagnosed Congenital Heart Disease: Implications for Equitable Care from a Fetal Heart Society Research Collaborative Study. J Pediatr 2024; 273:114120. [PMID: 38815740 DOI: 10.1016/j.jpeds.2024.114120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 04/20/2024] [Accepted: 05/22/2024] [Indexed: 06/01/2024]
Abstract
OBJECTIVE To characterize patterns in the geospatial distribution of pre- and postnatally diagnosed congenital heart disease (CHD) across 6 surgical centers. STUDY DESIGN A retrospective, multicenter case series from the Fetal Heart Society identified patients at 6 centers from 2012 through 2016 with prenatally (PrND) or postnatally (PoND) diagnosed hypoplastic left heart syndrome (HLHS) or d-transposition of the great arteries (TGA). Geospatial analysis for clustering was done by the average nearest neighbor (ANN) tool or optimized hot spot tool, depending on spatial unit and data type. Both point location and county case rate per 10 000 live births were assessed for geographic clustering or dispersion. RESULTS Of the 453 CHD cases, 26% were PoND (n = 117), and 74% were PrND (n = 336). PrND cases, in all but one center, displayed significant geographic clustering by the ANN. Conversely, PoND cases tended toward geographic dispersion. Dispersion of PoND HLHS occurred in 2 centers (ANN = 1.59, P < .001; and 1.47, P = .016), and PoND TGA occurred in 2 centers (ANN = 1.22, P < .05; and ANN = 1.73, P < .001). Hot spot analysis of all CHD cases (TGA and HLHS combined) revealed clustering near areas of high population density and the tertiary surgical center. Hot spot analysis of county-level case rate, accounting for population density, found variable clustering patterns. CONCLUSION Geographic dispersion among postnatally detected CHD highlights the need for a wider reach of prenatal cardiac diagnosis tailored to the specific needs of a community. Geospatial analysis can support centers in improving the equitable delivery of prenatal care.
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Affiliation(s)
- Jennifer H Klein
- Division of Cardiology, Children's National Hospital, Washington, DC.
| | - Bettina Cuneo
- University of Arizona College of Medicine, Tuscon, AZ
| | | | | | - Carolyn Taylor
- Division of Cardiology, Medical University of South Carolina, Charleston, SC
| | - Alicia H Chaves
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD
| | | | - Mary T Donofrio
- Division of Cardiology, Children's National Hospital, Washington, DC
| | - Anand Gourishankar
- Division of Pediatric Hospital Medicine, Children's National Hospital, Washington, DC
| | - Anita Krishnan
- Division of Cardiology, Children's National Hospital, Washington, DC
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Kim HA, Yu AG, Kim NP, Iqbal MS, Butts R. Lower opportunity ZIP code is associated with worse outcomes after listing in pediatric heart transplantation. J Heart Lung Transplant 2024; 43:1298-1307. [PMID: 38704128 DOI: 10.1016/j.healun.2024.04.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 03/14/2024] [Accepted: 04/22/2024] [Indexed: 05/06/2024] Open
Abstract
BACKGROUND The Child Opportunity Index (COI) comprehensively measures children's social determinants of health. We describe association between COI and outcomes after listing for heart transplantation. METHODS We conducted a retrospective review of the United Network for Organ Sharing (UNOS) database for U.S. children listed for heart transplant between 2012 and 2020. ZIP codes were utilized to assign COI. Primary outcome was survival from time of listing. Secondary outcomes included waitlist survival, 1-year post-transplant survival, and conditional 1-year post-transplant survival. Cox regression was performed adjusting for payor, age, race, diagnosis, and support at listing for all outcomes except waitlist survival, for which Fine-Gray competing risk analysis was performed. RESULTS Of 5,723 children listed, 109 were excluded due to missing ZIP codes. Race/ethnicity and payor were associated with COI (p < 0.001). Patients living in very low COI ZIP codes compared to all others had increased mortality from time of listing (HR 1.16, CI 1.03-1.32, p = 0.02) with 1-, 5-, and 9-year survival of 79.3% vs 82.2%, 66.5% vs 73.0%, and 53.6% vs 64.7% respectively, were more likely to be removed from the waitlist due to death or being too sick (subdistribution HR 1.26, 95% CI 1.10-1.42), and had increased mortality conditional on one-year post-transplant survival (HR 1.38, 1.09-1.74, p = 0.008) with 1-, 3-, and 5- year survival of 94.7% vs 97.3%, 87.0% vs 93.1%, and 78.6% vs 86.9%. CONCLUSIONS Children living in lower opportunity ZIP codes had poorer survival from time of listing, poorer waitlist survival, and poorer conditional one-year post-transplant survival.
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Affiliation(s)
- Heidi A Kim
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Andrew G Yu
- Division of Hospital Medicine, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Nicole P Kim
- Steve Hicks School of Social Work, University of Texas at Austin, Austin, Texas
| | - Mehreen S Iqbal
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas
| | - Ryan Butts
- Division of Cardiology, Department of Pediatrics, University of Texas Southwestern Medical Center and Children's Health, Dallas, Texas.
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10
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Zielonka B, Bucholz EM, Lu M, Bates KE, Hill GD, Pinto NM, Sleeper LA, Brown DW. Childhood Opportunity and Acute Interstage Outcomes: A National Pediatric Cardiology Quality Improvement Collaborative Analysis. Circulation 2024; 150:190-202. [PMID: 39008557 PMCID: PMC11251506 DOI: 10.1161/circulationaha.124.069127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/14/2024] [Accepted: 06/05/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND The interstage period after discharge from stage 1 palliation carries high morbidity and mortality. The impact of social determinants of health on interstage outcomes is not well characterized. We assessed the relationship between childhood opportunity and acute interstage outcomes. METHODS Infants discharged home after stage 1 palliation in the National Pediatric Quality Improvement Collaborative Phase II registry (2016-2022) were retrospectively reviewed. Zip code-level Childhood Opportunity Index (COI), a composite metric of 29 indicators across education, health and environment, and socioeconomic domains, was used to classify patients into 5 COI levels. Acute interstage outcomes included death or transplant listing, unplanned readmission, intensive care unit admission, unplanned catheterization, and reoperation. The association between COI level and acute interstage outcomes was assessed using logistic regression with sequential adjustment for potential confounders. RESULTS The analysis cohort included 1837 patients from 69 centers. Birth weight (P<0.001) and proximity to a surgical center at birth (P=0.02) increased with COI level. Stage 1 length of stay decreased (P=0.001), and exclusive oral feeding rate at discharge increased (P<0.001), with higher COI level. More than 98% of patients in all COI levels were enrolled in home monitoring. Death or transplant listing occurred in 101 (5%) patients with unplanned readmission in 987 (53%), intensive care unit admission in 448 (24%), catheterization in 345 (19%), and reoperation in 83 (5%). There was no difference in the incidence or time to occurrence of any acute interstage outcome among COI levels in unadjusted or adjusted analysis. There was no interaction between race and ethnicity and childhood opportunity in acute interstage outcomes. CONCLUSIONS Zip code COI level is associated with differences in preoperative risk factors and stage 1 palliation hospitalization characteristics. Acute interstage outcomes, although common across the spectrum of childhood opportunity, are not associated with COI level in an era of highly prevalent home monitoring programs. The role of home monitoring in mitigating disparities during the interstage period merits further investigation.
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Affiliation(s)
- Benjamin Zielonka
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - Emily M. Bucholz
- Section of Cardiology, Department of Pediatrics, Children’s Hospital Colorado, University of Colorado, Denver (E.M.B.)
| | - Minmin Lu
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - Katherine E. Bates
- Division of Cardiology, Department of Pediatrics and Communicable Diseases, C.S. Mott Children’s Hospital, University of Michigan, Ann Arbor (K.E.B.)
| | - Garick D. Hill
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, OH (G.D.H.)
| | - Nelangi M. Pinto
- Division of Cardiology, Department of Pediatrics, Seattle Children’s Hospital, University of Washington, WA (N.M.P.)
| | - Lynn A. Sleeper
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - David W. Brown
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
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11
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Schneider K, de Loizaga S, Beck AF, Morales DLS, Seo J, Divanovic A. Socioeconomic Influences on Outcomes Following Congenital Heart Disease Surgery. Pediatr Cardiol 2024; 45:1072-1078. [PMID: 38472658 PMCID: PMC11056327 DOI: 10.1007/s00246-024-03451-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/12/2024] [Indexed: 03/14/2024]
Abstract
Associations between social determinants of health (SDOH) and adverse outcomes for children with congenital heart disease (CHD) are starting to be recognized; however, such links remain understudied. We examined the relationship between community-level material deprivation on mortality, readmission, and length of stay (LOS) for children undergoing surgery for CHD. We performed a retrospective cohort study of patients who underwent cardiac surgery at our institution from 2015 to 2018. A community-level deprivation index (DI), a marker of community material deprivation, was generated to contextualize the lived experience of children with CHD. Generalized mixed-effects models were used to assess links between the DI and outcomes of mortality, readmission, and LOS following cardiac surgery. The DI and components were scaled to provide mean differences for a one standard deviation (SD) increase in deprivation. We identified 1,187 unique patients with surgical admissions. The median LOS was 11 days, with an overall mortality rate of 4.6% and readmission rate of 7.6%. The DI ranged from 0.08 to 0.85 with a mean of 0.37 (SD 0.12). The DI was associated with increased LOS for patients with more complex heart disease (STAT 3, 4, and 5), which persisted after adjusting for factors that could prolong LOS (all p < 0.05). The DI approached but did not meet a significant association with mortality (p = 0.0528); it was not associated with readmission (p = 0.36). Community-level deprivation is associated with increased LOS for patients undergoing cardiac surgery. Future work to identify the specific health-related social needs contributing to LOS and identify targets for intervention is needed.
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Affiliation(s)
- Kristin Schneider
- The Heart Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 2003, Cincinnati, OH, 45229, USA.
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Sarah de Loizaga
- The Heart Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 2003, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Andrew F Beck
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Divisions of General & Community Pediatrics and Hospital Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - David L S Morales
- The Heart Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 2003, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - JangDong Seo
- The Heart Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 2003, Cincinnati, OH, 45229, USA
| | - Allison Divanovic
- The Heart Institute, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 2003, Cincinnati, OH, 45229, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
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12
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Lee VK, Ceschin R, Reynolds WT, Meyers B, Wallace J, Landsittel D, Joseph HM, Badaly D, Gaynor JW, Licht D, Greene NH, Brady KM, Hunter JV, Chu ZD, Wilde EA, Easley RB, Andropoulos D, Panigrahy A. Postnatal Brain Trajectories and Maternal Intelligence Predict Childhood Outcomes in Complex CHD. J Clin Med 2024; 13:2922. [PMID: 38792464 PMCID: PMC11121951 DOI: 10.3390/jcm13102922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 04/25/2024] [Accepted: 05/01/2024] [Indexed: 05/26/2024] Open
Abstract
Objective: To determine whether early structural brain trajectories predict early childhood neurodevelopmental deficits in complex CHD patients and to assess relative cumulative risk profiles of clinical, genetic, and demographic risk factors across early development. Study Design: Term neonates with complex CHDs were recruited at Texas Children's Hospital from 2005-2011. Ninety-five participants underwent three structural MRI scans and three neurodevelopmental assessments. Brain region volumes and white matter tract fractional anisotropy and radial diffusivity were used to calculate trajectories: perioperative, postsurgical, and overall. Gross cognitive, language, and visuo-motor outcomes were assessed with the Bayley Scales of Infant and Toddler Development and with the Wechsler Preschool and Primary Scale of Intelligence and Beery-Buktenica Developmental Test of Visual-Motor Integration. Multi-variable models incorporated risk factors. Results: Reduced overall period volumetric trajectories predicted poor language outcomes: brainstem ((β, 95% CI) 0.0977, 0.0382-0.1571; p = 0.0022) and white matter (0.0023, 0.0001-0.0046; p = 0.0397) at 5 years; brainstem (0.0711, 0.0157-0.1265; p = 0.0134) and deep grey matter (0.0085, 0.0011-0.0160; p = 0.0258) at 3 years. Maternal IQ was the strongest contributor to language variance, increasing from 37% at 1 year, 62% at 3 years, and 81% at 5 years. Genetic abnormality's contribution to variance decreased from 41% at 1 year to 25% at 3 years and was insignificant at 5 years. Conclusion: Reduced postnatal subcortical-cerebral white matter trajectories predicted poor early childhood neurodevelopmental outcomes, despite high contribution of maternal IQ. Maternal IQ was cumulative over time, exceeding the influence of known cardiac and genetic factors in complex CHD, underscoring the importance of heritable and parent-based environmental factors.
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Affiliation(s)
- Vincent K. Lee
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15260, USA;
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
| | - Rafael Ceschin
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA 15206, USA
| | - William T. Reynolds
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA 15206, USA
| | - Benjamin Meyers
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
| | - Douglas Landsittel
- Department of Biostatistics, School of Public Health and Health Professions, State University of New York at Buffalo, Buffalo, NY 14260, USA;
| | - Heather M. Joseph
- Department of Psychiatry, University of Pittsburgh, Pittsburgh, PA 15260, USA;
| | - Daryaneh Badaly
- Learning and Development Center, Child Mind Institute, New York, NY 10022, USA;
| | - J. William Gaynor
- Division of Cardiothoracic Surgery, Children’s Hospital of Philadelphia, Philadelphia, PA 19104, USA;
| | - Daniel Licht
- Perinatal Pediatrics Institute, Children’s National Hospital, Washinton, DC 20010, USA;
| | - Nathaniel H. Greene
- Anesthesiology, Oregon Health and Science University, Portland, OR 97239, USA;
| | - Ken M. Brady
- Department of Pediatrics and Department of Anesthesiology, Lurie Children’s Hospital, Northwestern University, Chicago, IL 60611, USA;
| | - Jill V. Hunter
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.V.H.); (Z.D.C.); (E.A.W.)
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
| | - Zili D. Chu
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.V.H.); (Z.D.C.); (E.A.W.)
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
| | - Elisabeth A. Wilde
- Department of Radiology, Baylor College of Medicine, Houston, TX 77030, USA; (J.V.H.); (Z.D.C.); (E.A.W.)
- H. Ben Taub Department of Physical Medicine and Rehabilitation, Baylor College of Medicine, Houston, TX 77030, USA
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT 84132, USA
| | - R. Blaine Easley
- Department of Pediatric Anesthesiology, Baylor College of Medicine, Houston, TX 77030, USA; (R.B.E.); (D.A.)
| | - Dean Andropoulos
- Department of Pediatric Anesthesiology, Baylor College of Medicine, Houston, TX 77030, USA; (R.B.E.); (D.A.)
- Department of Anesthesiology, Perioperative and Pain Medicine, Texas Children’s Hospital, Houston, TX 77030, USA
| | - Ashok Panigrahy
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15260, USA;
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15260, USA; (R.C.); (W.T.R.); (B.M.); (J.W.)
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA 15206, USA
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13
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Elgersma KM, Engel ML, Ramel SE, Davis JA, McKechnie AC, Pfister KM. Human milk, breastfeeding, and early neurodevelopmental outcomes for infants with critical CHD. Cardiol Young 2024; 34:1-9. [PMID: 38738385 PMCID: PMC11665744 DOI: 10.1017/s1047951124025228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]
Abstract
Human milk improves neurodevelopment for preterm infants, but relationships between human milk and neurodevelopment for infants with critical CHD are unknown. We aimed to (1) explore associations between human milk/direct breastfeeding and neurodevelopment at 1-year and 2-year follow-up and (2) describe patterns of human milk (maternal, donor) and commercial formula during hospitalisation in the first year of life.This retrospective cohort study included infants who underwent surgery for CHD < 6 months old. The primary outcome was neurodevelopment via Bayley Scales of Infant Development-IV. Analysis included adjusted linear regression for associations between exclusive human milk while inpatient during the first 6 months or any direct breastfeeding while inpatient during the first year of life and 1-year Bayley-IV scores. Models were adjusted for race, insurance type, genetic diagnosis, and length of stay.Of 98 eligible infants, 40% followed up at 1 year; 27% at 2 years. There were differences in follow-up related to demographics (race, ethnicity) and social determinants of health (insurance type, distance from clinic). In adjusted models, infants who directly breastfed had 13.18 points higher cognition (95% CI: 0.84-25.53, p = 0.037); 14.04 points higher language (2.55-25.53, p = 0.018); and 15.80 points higher motor scores (3.27-28.34, p = 0.015) at 1-year follow-up. Infants fed exclusive human milk had 12.64 points higher cognition scores (-0.53-25.82, p = 0.059).Future investigation into nutrition and neurodevelopment in the context of critical CHD is warranted. As neurodevelopmental follow-up becomes standard of care in this population, efforts are needed to mitigate disparities in access to this care.
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Affiliation(s)
| | - Melissa L Engel
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Sara E Ramel
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
| | - Jessica A Davis
- Department of Pediatrics, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA
| | - Anne C McKechnie
- School of Nursing, University of Minnesota, Minneapolis, MN, USA
| | - Katie M Pfister
- Department of Pediatrics, Medical School, University of Minnesota, Minneapolis, MN, USA
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14
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Armstrong A, Liang JW, Char D, Hollander SA, Pyke-Grimm KA. The effect of socioeconomic status on pediatric heart transplant outcomes at a single institution between 2013 and 2022. Pediatr Transplant 2024; 28:e14695. [PMID: 38433565 DOI: 10.1111/petr.14695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/06/2023] [Accepted: 01/05/2024] [Indexed: 03/05/2024]
Abstract
BACKGROUND Disparities in pediatric heart transplant outcomes based on socioeconomic status (SES) have been previously observed. However, there is a need to reevaluate these associations in contemporary settings with advancements in transplant therapies and increased awareness of health disparities. This retrospective study aims to investigate the relationship between SES and outcomes for pediatric heart transplant patients. METHODS Data were collected through a chart review of 176 pediatric patients who underwent first orthotopic heart transplantation (OHT) at a single center from 2013 to 2021. The Area Deprivation Index (ADI), a composite score based on U.S. census data, was used to quantify SES. Cox proportional hazards models and generalized linear models were employed to analyze the association between SES and graft failure, rejection rates, and hospitalization rates. RESULTS The analysis revealed no statistically significant differences in graft failure rates, rejection rates, or hospitalization rates between low-SES and high-SES pediatric heart transplant patients for our single-center study. CONCLUSION There may be patient education, policies, and social resources that can help mitigate SES-based healthcare disparities. Additional multi-center research is needed to identify post-transplant care that promotes patient equity.
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Affiliation(s)
- Allison Armstrong
- Department of Cardiology, Lucile Packard Children's Hospital at Stanford, Palo Alto, California, USA
| | - Jane W Liang
- Quantitative Sciences Unit, Stanford University of Medicine, Palo Alto, California, USA
| | - Danton Char
- Department of Cardiology, Lucile Packard Children's Hospital/Stanford University School of Medicine, Palo Alto, California, USA
| | - Seth A Hollander
- Department of Cardiology, Lucile Packard Children's Hospital/Stanford University School of Medicine, Palo Alto, California, USA
| | - Kimberly A Pyke-Grimm
- Center for Nursing Excellence, Bass Center for Childhood Cancer and Blood Diseases, Lucile Packard Children's Hospital Stanford, Palo Alto, California, USA
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15
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Zaidi AH, Saleeb SF, Gurvitz M, Bucholz E, Gauvreau K, Jenkins KJ, de Ferranti SD. Social Determinants of Health Including Child Opportunity Index Leading to Gaps in Care for Patients With Significant Congenital Heart Disease. J Am Heart Assoc 2024; 13:e028883. [PMID: 38353239 PMCID: PMC11010070 DOI: 10.1161/jaha.122.028883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 10/11/2023] [Indexed: 02/21/2024]
Abstract
BACKGROUND Gaps in care (GIC) are common for patients with congenital heart disease (CHD) and can lead to worsening clinical status, unplanned hospitalization, and mortality. Understanding of how social determinants of health (SDOH) contribute to GIC in CHD is incomplete. We hypothesize that SDOH, including Child Opportunity Index (COI), are associated with GIC in patients with significant CHD. METHODS AND RESULTS A total of 8554 patients followed at a regional specialty pediatric hospital with moderate to severe CHD seen in cardiology clinic between January 2013 and December 2015 were retrospectively reviewed. SDOH factors including race, ethnicity, language, and COI calculated based on home address and zip code were analyzed. GIC of >3.25 years were identified in 32% (2709) of patients. GIC were associated with ages 14 to 29 years (P<0.001), Black race or Hispanic ethnicity (P<0.001), living ≥150 miles from the hospital (P=0.017), public health insurance (P<0.001), a maternal education level of high school or less (P<0.001), and a low COI (P<0.001). Multivariable analysis showed that GIC were associated with age ≥14 years, Black race or Hispanic ethnicity, documenting <3 caregivers as contacts, mother's education level being high school or less, a very low/low COI, and insurance status (C statistic 0.66). CONCLUSIONS One-third of patients followed in a regional referral center with significant CHD experienced a substantial GIC (>3.25 years). Several SDOH, including a low COI, were associated with GIC. Hospitals should adopt formal GIC improvement programs focusing on SDOH to improve continuity of care and ultimately overall outcomes for patients with CHD.
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Affiliation(s)
- Abbas H. Zaidi
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
- Present address:
Nemours Children's Hospital‐DelawareWilmingtonDE
| | - Susan F. Saleeb
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
| | - Michelle Gurvitz
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
| | - Emily Bucholz
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
- Present address:
University of Colorado DenverDenverCO
- Present address:
Children’s Hospital ColoradoAuroraCO
| | - Kimberlee Gauvreau
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
| | - Kathy J. Jenkins
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
| | - Sarah D. de Ferranti
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
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16
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Sengupta A, Gauvreau K, Kohlsaat K, Lee JM, Mayer JE, Del Nido PJ, Nathan M. Prognostic utility of a novel risk prediction model of 1-year mortality in patients surviving to discharge after surgery for congenital or acquired heart disease. J Thorac Cardiovasc Surg 2024; 167:454-463.e6. [PMID: 37160220 DOI: 10.1016/j.jtcvs.2023.04.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 04/09/2023] [Accepted: 04/22/2023] [Indexed: 05/11/2023]
Abstract
OBJECTIVE We sought to develop a novel risk prediction model of 1-year mortality after congenital heart surgery that accounts for clinical, anatomic, echocardiographic, and socioeconomic factors. METHODS This was a single-center, retrospective review of consecutive index operations for congenital or acquired heart disease, from January 2011 to January 2021, among patients with known survival status at 1 year after discharge from the index hospitalization. The primary outcome was postdischarge mortality at 1 year. Variables of interest included age, prematurity, noncardiac anomalies or syndromes, the Childhood Opportunity Index, primary procedure, major adverse postoperative complications, and the Residual Lesion Score. Logistic regression was used to develop a weighted risk score for the primary outcome. Internal validation using a bootstrap-resampling approach was performed. RESULTS Of 10,412 consecutive operations for congenital or acquired heart disease, 8808 (84.6%) cases met entry criteria, including survival to discharge. There were 190 (2.2%) deaths at 1 year postdischarge. A weighted risk score was formulated on the basis of the variables in the final risk prediction model, which included all aforementioned risk factors of interest. This model had a C-statistic of 0.82 (95% confidence interval, 0.80-0.85). The median risk score was 6 (interquartile range, 4-8) points. Patients were categorized as low (score 0-5), medium (score 6-10), high (score 11-15), or very high (score 16-20) risk. The expected probability of mortality was 0.4% ± 0.2%, 2.0% ± 1.1%, 10.1% ± 5.0%, and 36.6% ± 9.6% for low-risk, medium-risk, high-risk, and very high-risk patients, respectively. CONCLUSIONS A risk prediction model of 1-year mortality may guide prognostication and follow-up of patients after discharge after surgery for congenital or acquired heart disease.
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Affiliation(s)
- Aditya Sengupta
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Mass
| | - Kimberlee Gauvreau
- Department of Cardiology, Boston Children's Hospital, Boston, Mass; Department of Biostatistics, Harvard School of Public Health, Boston, Mass
| | | | - Ji M Lee
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Mass
| | - John E Mayer
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Mass; Department of Surgery, Harvard Medical School, Boston, Mass
| | - Pedro J Del Nido
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Mass; Department of Surgery, Harvard Medical School, Boston, Mass
| | - Meena Nathan
- Department of Cardiac Surgery, Boston Children's Hospital, Boston, Mass; Department of Surgery, Harvard Medical School, Boston, Mass.
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17
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Cherestal B, Erickson LA, Noel‐MacDonnell JR, Shirali G, Graue Hancock HS, Aly D, Files M, Clauss S, Jayaram N. Association Between Remote Monitoring and Interstage Morbidity and Death in Patients With Single-Ventricle Heart Disease Across Socioeconomic Groups. J Am Heart Assoc 2023; 12:e031069. [PMID: 38014668 PMCID: PMC10727312 DOI: 10.1161/jaha.123.031069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Accepted: 10/24/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND Despite improvements in survival over time, the mortality rate for infants with single-ventricle heart disease remains high. Infants of low socioeconomic status (SES) are particularly vulnerable. We sought to determine whether use of a novel remote monitoring program, the Cardiac High Acuity Monitoring Program, mitigates differences in outcomes by SES. METHODS AND RESULTS Within the Cardiac High Acuity Monitoring Program, we identified 610 infants across 11 centers from 2014 to 2021. All enrolled families had access to a mobile application allowing for near-instantaneous transfer of patient information to the care team. Patients were divided into SES tertiles on the basis of 6 variables relating to SES. Hierarchical logistic regression, adjusted for potential confounding characteristics, was used to determine the association between SES and death or transplant listing during the interstage period. Of 610 infants, 39 (6.4%) died or were listed for transplant. In unadjusted analysis, the rate of reaching the primary outcome between SES tertiles was similar (P=0.24). Even after multivariable adjustment, the odds of death or transplant listing were no different for those in the middle (odds ratio, 1.7 [95% CI, 0.73-3.94) or highest (odds ratio, 0.997 [95% CI, 0.30, 3.36]) SES tertile compared with patients in the lowest (overall P value 0.4). CONCLUSIONS In a large multicenter cohort of infants with single-ventricle heart disease enrolled in a digital remote monitoring program during the interstage period, we found no difference in outcomes based on SES. Our study suggests that this novel technology could help mitigate differences in outcomes for this fragile population of patients.
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Affiliation(s)
| | | | | | | | | | - Doaa Aly
- UCSF Benioff Children’s HospitalSan FranciscoCA
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18
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Shustak RJ, Huang J, Tam V, Stagg A, Giglia TM, Ravishankar C, Mercer‐Rosa L, Guevara JP, Gardner MM. Neighborhood Social Vulnerability and Interstage Weight Gain: Evaluating the Role of a Home Monitoring Program. J Am Heart Assoc 2023; 12:e030029. [PMID: 37702068 PMCID: PMC10547291 DOI: 10.1161/jaha.123.030029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2023] [Accepted: 08/08/2023] [Indexed: 09/14/2023]
Abstract
Background Poor interstage weight gain is a risk factor for adverse outcomes in infants with hypoplastic left heart syndrome. We sought to examine the association of neighborhood social vulnerability and interstage weight gain and determine if this association is modified by enrollment in our institution's Infant Single Ventricle Management and Monitoring Program (ISVMP). Methods and Results We performed a retrospective single-center study of infants with hypoplastic left heart syndrome before (2007-2010) and after (2011-2020) introduction of the ISVMP. The primary outcome was interstage weight gain, and the secondary outcome was interstage growth failure. Multivariable linear and logistic regression models were used to examine the association between the Social Vulnerability Index and the outcomes. We introduced an interaction term into the models to test for effect modification by the ISVMP. We evaluated 217 ISVMP infants and 111 pre-ISVMP historical controls. The Social Vulnerability Index was associated with interstage growth failure (P=0.001); however, enrollment in the ISVMP strongly attenuated this association (P=0.04). Pre-ISVMP, as well as high- and middle-vulnerability infants gained 4 g/d less and were significantly more likely to experience growth failure than low-vulnerability infants (high versus low: adjusted odds ratio [aOR], 12.5 [95% CI, 2.5-62.2]; middle versus low: aOR, 7.8 [95% CI, 2.0-31.2]). After the introduction of the ISVMP, outcomes did not differ by Social Vulnerability Index tertile. Infants with middle and high Social Vulnerability Index scores who were enrolled in the ISVMP gained 4 g/d and 2 g/d more, respectively, than pre-ISVMP controls. Conclusions In infants with hypoplastic left heart syndrome, high social vulnerability is a risk factor for poor interstage weight gain. However, enrollment in the ISVMP significantly reduces growth disparities.
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Affiliation(s)
- Rachel J. Shustak
- Division of Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia and Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Jing Huang
- Department of Biomedical and Health Informatics, Data Science and Biostatistics UnitThe Children’s Hospital of PhiladelphiaPhiladelphiaPAUSA
| | - Vicky Tam
- Cartographic Modeling LabUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Alyson Stagg
- Division of Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia and Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Therese M. Giglia
- Division of Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia and Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Chitra Ravishankar
- Division of Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia and Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - Laura Mercer‐Rosa
- Division of Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia and Perelman School of MedicineUniversity of PennsylvaniaPhiladelphiaPAUSA
| | - James P. Guevara
- Division of General Pediatrics, Department of Pediatrics, The Children’s Hospital of PhiladelphiaPerelman School of Medicine at the University of PennsylvaniaPhiladelphiaPAUSA
| | - Monique M. Gardner
- Division of Cardiac Critical Care Medicine, The Children’s Hospital of Philadelphia and Department of Anesthesiology and Critical CarePerelman School of Medicine at the University of PennsylvaniaPhiladelphiaPAUSA
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19
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Vashist S, Dudeck BS, Sherfy B, Rosenthal GL, Chaves AH. Neighborhood socioeconomic status and length of stay after congenital heart disease surgery. Front Pediatr 2023; 11:1167064. [PMID: 37534195 PMCID: PMC10390779 DOI: 10.3389/fped.2023.1167064] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Accepted: 06/05/2023] [Indexed: 08/04/2023] Open
Abstract
Background and Objectives Socioeconomic factors are associated with health outcomes and can affect postoperative length of stay after congenital heart disease (CHD) surgery. The hypothesis of this study is that patients from neighborhoods with a disadvantaged socioeconomic status (SES) have a prolonged length of hospital stay after CHD surgery. Methods Pre- and postoperative data were collected on patients who underwent CHD surgery at the University of Maryland Medical Center between 2011 and 2019. A neighborhood SES score was calculated for each patient using data from the United States Census Bureau and patients were grouped by high vs. low SES neighborhoods. The difference of patient length of stay (LOS) from the Society for Thoracic Surgeons median LOS for that surgery was the primary outcome measure. Linear regression was performed to examine the association between the difference from the median LOS and SES, as well as other third variables. Results The difference from the median LOS was -4.8 vs. -2.2 days in high vs. low SES groups (p = 0.003). SES category was a significant predictor of LOS in unadjusted and adjusted regression analyses. There was a significant interaction between Norwood operation and SES-patients with a low neighborhood SES who underwent Norwood operation had a longer LOS, but there was no difference in LOS by SES in patients who underwent other operations. Conclusions Neighborhood SES is a significant predictor of the LOS after congenital heart disease surgery. This effect was seen primarily in patients undergoing Norwood operation.
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Affiliation(s)
- Sudhir Vashist
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Brandon S. Dudeck
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Beth Sherfy
- University of Maryland Medical Center, Baltimore, MD, United States
| | - Geoffrey L. Rosenthal
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
| | - Alicia H. Chaves
- Department of Pediatrics, University of Maryland School of Medicine, Baltimore, MD, United States
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20
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Jackson SR, Chowdhury SM, Woodard FK, Zyblewski SC. Factors associated with caregiver adherence to mobile health interstage home monitoring in infants with single ventricle or biventricular shunt-dependent heart disease. Cardiol Young 2023; 33:893-898. [PMID: 35673790 PMCID: PMC9729388 DOI: 10.1017/s1047951122001822] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Mobile health technology is an emerging tool in interstage home monitoring for infants with single ventricle heart disease or biventricular shunt-dependent defects. This study sought to describe adherence to mobile health monitoring and identify factors and outcomes associated with adherence to mobile health monitoring. This was a retrospective, single-institution study of infants who were followed in a mobile health-based interstage home monitoring programme between February 2016 and October 2020. The analysis included 105 infants and subjects were grouped by frequency of adherence to mobile health monitoring. Within the study cohort, 16 (15.2%) had 0% adherence, 25 (23.8%) had <50% adherence, and 64 (61.0%) had >50% adherence. The adherent groups had a higher percentage of infants who were male (p = 0.02), white race (p < 0.01), non-Hispanic or non-Latinx ethnicity (p < 0.01) and had mothers with primary English fluency (p < 0.01), married marital status (p < 0.01), and a prenatal diagnosis of faetal cardiac disease (p = 0.03). Adherent groups also had a higher percentage of infants with non-Medicaid primary insurance (p < 0.01) and residence in a neighbourhood with a higher median household income (p < 0.04). Frequency of adherence was not associated with interstage mortality, unplanned cardiac reinterventions, or hospital readmissions. Impact of mobile health interstage home monitoring on caregiver stress as well as use of multi-language, low literacy, affordable mobile health options for interstage home monitoring warrant further investigation.
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Affiliation(s)
- Sydney R. Jackson
- College of Medicine, Medical University of South Carolina, Charleston, SC, USA
| | | | - Frances K. Woodard
- Department of Pediatrics, Medical University of South Carolina, Charleston, SC, USA
| | - Sinai C. Zyblewski
- Department of Pediatrics, Medical University of South Carolina, Charleston, SC, USA
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21
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Sengupta A, Bucholz EM, Gauvreau K, Newburger JW, Schroeder M, Kaza AK, del Nido PJ, Nathan M. Impact of Neighborhood Socioeconomic Status on Outcomes Following First-Stage Palliation of Single Ventricle Heart Disease. J Am Heart Assoc 2023; 12:e026764. [PMID: 36892043 PMCID: PMC10111557 DOI: 10.1161/jaha.122.026764] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 01/05/2023] [Indexed: 03/10/2023]
Abstract
Background The impact of neighborhood socioeconomic status (SES) on outcomes following first-stage palliation of single ventricle heart disease remains incompletely characterized. Methods and Results This was a single-center, retrospective review of consecutive patients who underwent the Norwood procedure from January 1, 1997 to November 11, 2017. Outcomes of interest included in-hospital (early) mortality or transplant, postoperative hospital length-of-stay, inpatient cost, and postdischarge (late) mortality or transplant. The primary exposure was neighborhood SES, assessed using a composite score derived from 6 US census-block group measures related to wealth, income, education, and occupation. Associations between SES and outcomes were assessed using logistic regression, generalized linear, or Cox proportional hazards models, adjusting for baseline patient-related risk factors. Of 478 patients, there were 62 (13.0%) early deaths or transplants. Among 416 transplant-free survivors at hospital discharge, median postoperative hospital length-of-stay and cost were 24 (interquartile range, 15-43) days and $295 000 (interquartile range, $193 000-$563 000), respectively. There were 97 (23.3%) late deaths or transplants. On multivariable analysis, patients in the lowest SES tertile had greater risk of early mortality or transplant (odds ratio [OR], 4.3 [95% CI, 2.0-9.4; P<0.001]), had longer hospitalizations (coefficient 0.4 [95% CI, 0.2-0.5; P<0.001]), incurred higher costs (coefficient 0.5 [95% CI, 0.3-0.7; P<0.001]), and had greater risk of late mortality or transplant (hazard ratio, 2.2 [95% CI, 1.3-3.7; P=0.004]), compared with those in the highest tertile. The risk of late mortality was partially attenuated with successful completion of home monitoring programs. Conclusions Lower neighborhood SES is associated with worse transplant-free survival following the Norwood operation. This risk persists throughout the first decade of life and may be mitigated with successful completion of interstage surveillance programs.
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Affiliation(s)
- Aditya Sengupta
- Department of Cardiac SurgeryBoston Children’s HospitalBostonMA
| | | | - Kimberlee Gauvreau
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of BiostatisticsHarvard School of Public HealthBostonMA
| | - Jane W. Newburger
- Department of CardiologyBoston Children’s HospitalBostonMA
- Department of PediatricsHarvard Medical SchoolBostonMA
| | | | - Aditya K. Kaza
- Department of Cardiac SurgeryBoston Children’s HospitalBostonMA
- Department of SurgeryHarvard Medical SchoolBostonMA
| | - Pedro J. del Nido
- Department of Cardiac SurgeryBoston Children’s HospitalBostonMA
- Department of SurgeryHarvard Medical SchoolBostonMA
| | - Meena Nathan
- Department of Cardiac SurgeryBoston Children’s HospitalBostonMA
- Department of SurgeryHarvard Medical SchoolBostonMA
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22
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Singh SS, Stranges S, Wilk P, Tang ASL, Frisbee SJ. Influence of the Social Environment on Ideal Cardiovascular Health. J Am Heart Assoc 2023; 12:e026790. [PMID: 36789849 PMCID: PMC10111502 DOI: 10.1161/jaha.122.026790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
Abstract
Background The environment plays a large role in the health of individuals; however, more research is needed to better understand aspects of the environment that most influence health. Specifically, our study examines how the social environment influences cardiovascular health (CVH). Methods and Results The social environment was characterized using measures of belonging and life and work stress in individuals, as well as nationally derived measures of marginalization, deprivation, economic status, and community well-being in neighborhoods. CVH was defined by the American Heart Association's Cardiovascular Health Index-a summed score of 7 clinical and behavioral components known to have the greatest impact on CVH. Data were obtained from the Canadian Community Health Survey 2015 to 2016 and multiple national data sources. Multilevel regression models were used to analyze the associations between CVH and the social environment. Overall, 27% of Canadians reported ideal CVH (6-7 score points), 68% reported intermediate CVH (3-5 score points), and 5% reported poor CVH (0-2 score points). The neighborhood environment contributed up to 7% of the differences in CVH between individuals. Findings indicated that residing in a neighborhood with greater community well-being (odds ratio [OR], 1.33 [95% CI, 1.26-1.41]) was associated with achieving higher odds of ideal CVH, while weaker community belonging (OR, 0.67 [95% CI, 0.62-0.72]) and residing in a neighborhood with greater marginalization (OR, 0.87 [95% CI, 0.82-0.91]) and deprivation (OR, 0.67 [95% CI, 0.64-0.69]) were associated with achieving lower odds of ideal CVH. Conclusions Aspects of individual-level social environment and residing in a neighborhood with a more favorable social environment were both independently and significantly associated with achieving ideal CVH.
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Affiliation(s)
- Sarah S Singh
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry University of Western Ontario London Ontario Canada
| | - Saverio Stranges
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry University of Western Ontario London Ontario Canada.,Department of Medicine, Schulich School of Medicine & Dentistry University of Western Ontario London Ontario Canada.,Department of Family Medicine, Schulich School of Medicine & Dentistry University of Western Ontario London Ontario Canada.,Department of Precision Medicine Luxembourg Institute of Health Strassen Luxembourg
| | - Piotr Wilk
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry University of Western Ontario London Ontario Canada.,Department of Paediatrics, Schulich School of Medicine & Dentistry University of Western Ontario London Ontario Canada
| | - Anthony S L Tang
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry University of Western Ontario London Ontario Canada.,Department of Medicine, Division of Cardiology, Schulich School of Medicine & Dentistry University of Western Ontario London Ontario Canada
| | - Stephanie J Frisbee
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry University of Western Ontario London Ontario Canada.,Department of Pathology & Laboratory Medicine, Schulich School of Medicine & Dentistry University of Western Ontario London Ontario Canada.,Lawson Health Research Institute London Ontario Canada
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23
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Jones AL, Faerber J, Huang J, Ampah S, Wang Y, DeCost G, Gardner M, Naim MY, Reddy S, Goldmuntz E, Mercer-Rosa L. Biomarkers, Socioeconomic Factors, and Right Ventricular Function After Surgical Repair for Tetralogy of Fallot. Pediatr Cardiol 2023:10.1007/s00246-023-03108-x. [PMID: 36797379 PMCID: PMC10330615 DOI: 10.1007/s00246-023-03108-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/25/2022] [Accepted: 01/19/2023] [Indexed: 02/18/2023]
Abstract
Right ventricular (RV) dysfunction early after tetralogy of Fallot (TOF) increases post-operative morbidity. We investigated associations of circulating biomarkers and socioeconomic factors with early post-operative RV systolic function. Single-center prospective cohort study of infants undergoing TOF repair. Six serologic biomarkers of myocardial fibrosis and wall stress collected at the time of surgery were measured with immunoassay. Geocoding was performed for socioeconomic factors. Multivariate adaptive regression splines (MARS) models identified factors associated with RV function parameters: fractional area change (FAC), global longitudinal strain and strain rate, and free wall strain and strain rate. Seventy-one patients aged 3.5 months (IQR 2.4, 5.2) were included. Galectin-3 was the highest ranked predictor for FAC, global longitudinal strain, and free wall strain, and procollagen type-I carboxy-terminal propeptide (PICP) was the highest ranked predictor for global longitudinal strain rate and free wall strain rate. Several neighborhood characteristics were also highly ranked. Models adjusted R2 ranged from 0.71 to 0.85 (FAC, global longitudinal strain/strain rate), and 0.55-0.57 (RV free wall strain/strain rate). A combination of serologic biomarkers, socioeconomic, and clinical variables explain a significant proportion of the variability in RV function after TOF repair. These factors may inform pre-operative risk-stratification for these patients.
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Affiliation(s)
- Andrea L Jones
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA.
| | - Jennifer Faerber
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Jing Huang
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Steve Ampah
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Yan Wang
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Grace DeCost
- Women and Infants Hospital of Rhode Island, Providence, RI, 02905, USA
| | - Monique Gardner
- Division of Critical Care Medicine, Department of Anesthesia and Critical Care, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Maryam Y Naim
- Division of Critical Care Medicine, Department of Anesthesia and Critical Care, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, 19104, USA
| | - Sushma Reddy
- Division of Cardiology, Department of Pediatrics, Lucile Packard Children's Hospital and Stanford University, Palo Alto, CA, 94304, USA
| | - Elizabeth Goldmuntz
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
| | - Laura Mercer-Rosa
- Division of Cardiology, Department of Pediatrics, Children's Hospital of Philadelphia and University of Pennsylvania Perelman School of Medicine, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
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24
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Sakai-Bizmark R, Kumamaru H, Marr EH, Bedel LEM, Mena LA, Baghaee A, Nguyen M, Estevez D, Wu F, Chang RKR. Pulse Oximetry Screening: Association of State Mandates with Emergency Hospitalizations. Pediatr Cardiol 2023; 44:67-74. [PMID: 36273322 PMCID: PMC10060123 DOI: 10.1007/s00246-022-03027-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 10/06/2022] [Indexed: 11/05/2022]
Abstract
We evaluated the association between implementation of state-mandated pulse oximetry screening (POS) and rates of emergency hospitalizations among infants with Critical Congenital Heart Disease (CCHD) and assessed differences in that association across race/ethnicity. We hypothesized that emergency hospitalizations among infants with CCHD decreased after implementation of mandated POS and that the reduction was larger among racial and ethnic minorities compared to non-Hispanic Whites. We utilized statewide inpatient databases from Arizona, California, Kentucky, New Jersey, New York, and Washington State (2010-2014). A difference-in-differences model with negative binomial regression was used. We identified patients with CCHD whose hospitalizations between three days and three months of life were coded as "emergency" or "urgent" or occurred through the emergency department. Numbers of emergency hospitalizations aggregated by month and state were used as outcomes. The intervention variable was an implementation of state-mandated POS. Difference in association across race/ethnicity was evaluated with interaction terms between the binary variable indicating the mandatory policy period and each race/ethnicity group. The model was adjusted for state-specific variables, such as percent of female infants and percent of private insurance. We identified 9,147 CCHD emergency hospitalizations. Among non-Hispanic Whites, there was a 22% (Confidence Interval [CI] 6%-36%) decline in CCHD emergency hospitalizations after implementation of mandated POS, on average. This decline was 65% less among non-Hispanic Blacks compared to non-Hispanic Whites. Our study detected an attenuated association with decreased number of emergency hospitalizations among Black compared to White infants. Further research is needed to clarify this disparity.
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Affiliation(s)
- Rie Sakai-Bizmark
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA.
- Department of Pediatrics, Harbor-UCLA Medical Center and the David Geffen School of Medicine, University of California, Los Angeles (UCLA), Torrance, CA, USA.
| | - Hiraku Kumamaru
- Department of Healthcare Quality Assessment, The University of Tokyo School of Medicine, Tokyo, Japan
| | - Emily H Marr
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Lauren E M Bedel
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Laurie A Mena
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Anita Baghaee
- Department of Pediatrics, Harbor-UCLA Medical Center and the David Geffen School of Medicine, University of California, Los Angeles (UCLA), Torrance, CA, USA
| | - Michael Nguyen
- Department of Pediatrics, Harbor-UCLA Medical Center and the David Geffen School of Medicine, University of California, Los Angeles (UCLA), Torrance, CA, USA
| | - Dennys Estevez
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Frank Wu
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
| | - Ruey-Kang R Chang
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center, 1124 W. Carson Street, Torrance, CA, 90502, USA
- Department of Pediatrics, Harbor-UCLA Medical Center and the David Geffen School of Medicine, University of California, Los Angeles (UCLA), Torrance, CA, USA
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25
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Applying Interventions to Address the Social Determinants of Health and Reduce Health Disparities in Congenital Heart Disease Patients. CURRENT CARDIOVASCULAR RISK REPORTS 2022. [DOI: 10.1007/s12170-022-00710-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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26
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Vergales J, Figueroa M, Frommelt M, Putschoegl A, Singh Y, Murray P, Wood G, Allen K, Villafane J. Transitioning Neonates With CHD to Outpatient Care: A State-of-the-Art Review. Pediatrics 2022; 150:189880. [PMID: 36317969 DOI: 10.1542/peds.2022-056415m] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/29/2022] [Indexed: 11/05/2022] Open
Affiliation(s)
- Jeffrey Vergales
- Division of Pediatric Cardiology, University of Virginia, Charlottesville, Virginia
| | - Mayte Figueroa
- Divisions of Pediatric Cardiology and Pediatric Critical Care Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Michele Frommelt
- Children's Wisconsin, Division of Pediatric Cardiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Adam Putschoegl
- Division of Pediatric Cardiology, Children's Hospital and Medical Center, Omaha, Nebraska
| | - Yogen Singh
- Division of Pediatric Cardiology and Neonatology, Cambridge University Hospitals, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Peter Murray
- Division of Neonatology, University of Virginia, Charlottesville, Virginia
| | - Garrison Wood
- Division of Pediatric Cardiology, University of Virginia, Charlottesville, Virginia
| | - Kiona Allen
- Division of Pediatric Cardiology and Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Juan Villafane
- Cincinnati Children's Hospital, Division of Pediatric Cardiology, University of Cincinnati, Cincinnati, Ohio
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27
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Sengupta A, Gauvreau K, Bucholz EM, Newburger JW, Del Nido PJ, Nathan M. Contemporary Socioeconomic and Childhood Opportunity Disparities in Congenital Heart Surgery. Circulation 2022; 146:1284-1296. [PMID: 36164982 DOI: 10.1161/circulationaha.122.060030] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
BACKGROUND While singular measures of socioeconomic status have been associated with outcomes after surgery for congenital heart disease, the multifaceted pathways through which a child's environment impacts similar outcomes remain incompletely characterized. We sought to evaluate the association between childhood opportunity level and adverse outcomes after congenital heart surgery. METHODS Data from patients undergoing congenital cardiac surgery from January 2011 to January 2020 at a quaternary referral center were retrospectively reviewed. Outcomes of interest included predischarge (early) mortality or transplant, postoperative hospital length-of-stay, inpatient cost of hospitalization, postdischarge (late) mortality or transplant, and late unplanned reintervention. The primary predictor was a US census tract-based, nationally-normed composite metric of contemporary child neighborhood opportunity comprising 29 indicators across 3 domains (education, health and environment, and socioeconomic), categorized as very low, low, moderate, high, and very high. Associations between childhood opportunity level and outcomes were evaluated using logistic regression (early mortality), generalized linear (length-of-stay and cost), Cox proportional hazards (late mortality), or competing risk (late reintervention) models, adjusting for baseline patient-related factors, case complexity, and residual lesion severity. RESULTS Of 6133 patients meeting entry criteria, the median age was 2.0 years (interquartile range, 3.6 months-8.3 years). There were 124 (2.0%) early deaths or transplants, the median postoperative length-of-stay was 7 days (interquartile range, 5-13 days), and the median inpatient cost was $76 000 (interquartile range, $50 000-130 000). No significant association between childhood opportunity level and early mortality or transplant was observed (P=0.21). On multivariable analysis, children with very low and low opportunity had significantly longer length-of-stay and incurred higher costs compared with those with very high opportunity (all P<0.05). Of 6009 transplant-free survivors of hospital discharge, there were 175 (2.9%) late deaths or transplants, and 1008 (16.8%) reinterventions at up to 10.5 years of follow-up. Patients with very low opportunity had a significantly greater adjusted risk of late death or transplant (hazard ratio, 1.7 [95% CI, 1.1-2.6]; P=0.030) and reintervention (subdistribution hazard ratio, 1.9 [95% CI, 1.5-2.3]; P<0.001), versus those with very high opportunity. CONCLUSIONS Childhood opportunity level is independently associated with adverse outcomes after congenital heart surgery. Children from resource-limited settings thus constitute an especially high-risk cohort that warrants closer surveillance and tailored interventions.
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Affiliation(s)
- Aditya Sengupta
- Departments of Cardiac Surgery (A.S., P.J.dN., M.N.), Boston Children's Hospital, MA
| | - Kimberlee Gauvreau
- Departments of Cardiac Surgery (A.S., P.J.dN., M.N.), Boston Children's Hospital, MA.,Department of Biostatistics, Harvard School of Public Health, Boston, MA (K.G.)
| | - Emily M Bucholz
- Cardiology (K.G., E.M.B., J.W.N.), Boston Children's Hospital, MA
| | - Jane W Newburger
- Cardiology (K.G., E.M.B., J.W.N.), Boston Children's Hospital, MA.,Departments of Pediatrics (J.W.N.), Harvard Medical School, Boston, MA
| | - Pedro J Del Nido
- Departments of Cardiac Surgery (A.S., P.J.dN., M.N.), Boston Children's Hospital, MA.,Surgery (P.J.dN., M.N.), Harvard Medical School, Boston, MA
| | - Meena Nathan
- Departments of Cardiac Surgery (A.S., P.J.dN., M.N.), Boston Children's Hospital, MA.,Surgery (P.J.dN., M.N.), Harvard Medical School, Boston, MA
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28
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Association of family characteristics with health status and needs among children with congenital heart disease. Cardiol Young 2022; 32:1276-1284. [PMID: 34602116 DOI: 10.1017/s1047951121004042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
INTRODUCTION Low socio-economic status is associated with poorer quality of life among children with congenital heart disease (CHD), but this finding is based on disparities among children remaining under cardiology follow-up. We used a population-based health survey data set to analyse the impact of socio-economic status on health and functional status among children with CHD. MATERIALS AND METHODS We used 2007-2018 National Health Interview Survey data, selecting children 2-17 years of age who had been diagnosed with CHD. Outcomes included caregiver-rated general health, presence of functional limitations, number of missed school days, need for special education, and need for special equipment related to the child's health conditions. Socio-economic status measures included maternal educational attainment, food stamp programme participation, poverty status, and insurance coverage. RESULTS Based on a sample of 233 children with CHD, 10% had fair or poor health, 38% reported having any health-related limitation on their usual activities, 11% needed special equipment, and 27% received special education services. On multivariable analysis, lower maternal educational attainment was correlated with worse caregiver-rated health, and children without insurance were especially likely to experience functional limitations. Black children with CHD had significantly worse caregiver-rated health compared to White children (ordered logit odds ratio: 0.19; 95% confidence interval: 0.08, 0.45; p < 0.001). CONCLUSIONS In a population-based survey of children with CHD, race and several measures of socio-economic status disadvantage were associated with worse health outcomes. Further evaluation of social determinants of health during cardiology follow-up may help improve outcomes for children with CHD in socio-economically disadvantaged families.
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29
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Boynton SA, Matheson MB, Ng DK, Hidalgo G, Warady BA, Furth SL, Atkinson MA. The Relationship Between Neighborhood Disadvantage and Kidney Disease Progression in the Chronic Kidney Disease in Children (CKiD) Cohort. Am J Kidney Dis 2022; 80:207-214. [PMID: 35085688 PMCID: PMC9309183 DOI: 10.1053/j.ajkd.2021.12.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 12/03/2021] [Indexed: 01/27/2023]
Abstract
RATIONALE & OBJECTIVE To examine the relationship between neighborhood poverty and deprivation, chronic kidney disease (CKD) comorbidities, and disease progression in children with CKD. STUDY DESIGN Observational cohort study. SETTING & PARTICIPANTS Children with mild to moderate CKD enrolled in the CKiD (Chronic Kidney Disease in Children) study with available US Census data. EXPOSURE Neighborhood poverty and neighborhood disadvantage. OUTCOME Binary outcomes of short stature, obesity, hypertension, and health care utilization for cross-sectional analysis; a CKD progression end point (incident kidney replacement therapy [KRT] or 50% loss in estimated glomerular filtration rate), and mode of first KRT for time-to-event analysis. ANALYTICAL APPROACH Cross-sectional analysis of health characteristics at time of first Census data collection using logistic regression to estimate odds ratios. Risk for CKD progression was analyzed using a Cox proportional hazard model. Multivariable models were adjusted for race, ethnicity, sex, and family income. RESULTS There was strong agreement between family and neighborhood socioeconomic characteristics. Risk for short stature, hospitalization, and emergency department (ED) use were significantly associated with lower neighborhood income. After controlling for race, ethnicity, sex, and family income, the odds of hospitalization (OR, 1.71 [95% CI, 1.08-2.71]) and ED use (OR, 1.56 [95% CI, 1.02-2.40]) remained higher for those with lower neighborhood income. The hazard ratio of reaching the CKD progression outcome for participants living in lower income neighborhoods was significantly increased in the unadjusted model only (1.38 [95% CI, 1.02-1.87]). Likelihood of undergoing a preemptive transplant was decreased with lower neighborhood income (OR, 0.47 [95% CI, 0.24-0.96]) and higher neighborhood deprivation (OR, 0.31 [95% CI, 0.10-0.97]), but these associations did not persist after controlling for participant characteristics. LIMITATIONS Limited generalizability, as only those with consistent longitudinal nephrology care were studied. CONCLUSIONS Neighborhood-level socioeconomic status (SES) was associated with poorer health characteristics and CKD progression in univariable analysis. However, the relationships were attenuated after accounting for participant-level factors including race. A persistent association of neighborhood poverty with hospitalizations and ED suggests an independent effect of SES on health care utilization, the causes for which deserve additional study.
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Affiliation(s)
- Sara A. Boynton
- Senior Research Program Supervisor, Division of Pediatric Nephrology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Matthew B. Matheson
- Senior Biostatistician, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland
| | - Derek K. Ng
- Assistant Professor, Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD
| | - Guillermo Hidalgo
- Professor, Division of Pediatric Nephrology, Hackensack Meridian Health School of Medicine, Neptune, NJ
| | - Bradley A. Warady
- Professor, Division of Pediatric Nephrology, Children’s Mercy Kansas City, Kansas City, MO
| | - Susan L. Furth
- Professor, Division of Nephrology, Children’s Hospital of Philadelphia, Philadelphia, PA; Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Meredith A. Atkinson
- Associate Professor, Division of Pediatric Nephrology, Johns Hopkins University School of Medicine, Baltimore, MD
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30
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Black AK, Pantalone J, Marrone AC, Morell E, Telles R, DeBrunner M. Identifying Food Insecurity in Cardiology Clinic and Connecting Families to Resources. Pediatrics 2022; 149:186904. [PMID: 35490288 DOI: 10.1542/peds.2020-011718] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/29/2021] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Food insecurity (FI) increases children's risk for illness and developmental and behavioral problems, which are ongoing concerns for congenital heart disease (CHD) patients. In 2020, 14.8% of households with children suffered from FI. The Hunger Vital Signs (HVS) asks 2 questions to assess FI. The global aim of the project is to implement HVS and connect FI families to resources. METHODS Stakeholders identified 6 critical drivers in implementing FI screening at an outpatient cardiology clinic and conducted plan-do-study-act (PDSA) cycles to implement HVS. Over the 13-month study period, time series analyses were performed to assess our process measure (FI screening) and outcome measure (connection of FI families to resources). Demographics and severity of CHD were analyzed for FI families. RESULTS Screening rates increased from 0% to >85%, screening 5064 families. Process evaluations revealed roadblocks including screening discomfort. FI families were more likely to identify as Black or multiple or other ethnicity. Severe CHD patients were at higher risk for FI (n = 106, odds ratio [OR] 1.67 [1.21-2.29], P = .002). Face-to-face meetings with social work and community partnerships reduced loss to follow-up and our ability to offer all FI families individualized FI resources. CONCLUSION HVS screening can be implemented in a cardiology clinic to improve identification of FI families. A written tool can combat screening discomfort and improve identification of FI families. Children with severe CHD may be at increased risk for FI. A multidisciplinary team and community partnerships can improve individualized resource distribution.
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Affiliation(s)
- Allison K Black
- Norton Children's Hospital and School of Medicine, University of Louisville, Louisville, Kentucky
| | - Julia Pantalone
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | - Evonne Morell
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Robin Telles
- Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mark DeBrunner
- University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.,Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
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31
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Lopez KN, Baker-Smith C, Flores G, Gurvitz M, Karamlou T, Nunez Gallegos F, Pasquali S, Patel A, Peterson JK, Salemi JL, Yancy C, Peyvandi S. Addressing Social Determinants of Health and Mitigating Health Disparities Across the Lifespan in Congenital Heart Disease: A Scientific Statement From the American Heart Association. J Am Heart Assoc 2022; 11:e025358. [PMID: 35389228 PMCID: PMC9238447 DOI: 10.1161/jaha.122.025358] [Citation(s) in RCA: 60] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Despite the overall improvement in life expectancy of patients living with congenital heart disease (congenital HD), disparities in morbidity and mortality remain throughout the lifespan. Longstanding systemic inequities, disparities in the social determinants of health, and the inability to obtain quality lifelong care contribute to poorer outcomes. To work toward health equity in populations with congenital HD, we must recognize the existence and strategize the elimination of inequities in overall congenital HD morbidity and mortality, disparate health care access, and overall quality of health services in the context of varying social determinants of health, systemic inequities, and structural racism. This requires critically examining multilevel contributions that continue to facilitate health inequities in the natural history and consequences of congenital HD. In this scientific statement, we focus on population, systemic, institutional, and individual-level contributions to health inequities from prenatal to adult congenital HD care. We review opportunities and strategies for improvement in lifelong congenital HD care based on current public health and scientific evidence, surgical data, experiences from other patient populations, and recognition of implicit bias and microaggressions. Furthermore, we review directions and goals for both quantitative and qualitative research approaches to understanding and mitigating health inequities in congenital HD care. Finally, we assess ways to improve the diversity of the congenital HD workforce as well as ethical guidance on addressing social determinants of health in the context of clinical care and research.
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32
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Socioeconomic Impact on Outcomes During the First Year of Life of Patients with Single Ventricle Heart Disease: An Analysis of the National Pediatric Cardiology Quality Improvement Collaborative Registry. Pediatr Cardiol 2022; 43:605-615. [PMID: 34718855 DOI: 10.1007/s00246-021-02763-2] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 10/22/2021] [Indexed: 10/19/2022]
Abstract
Socioeconomic status (SES) affects a range of health outcomes but has not been extensively explored in the single ventricle population. We investigate the impact of community-level deprivation on morbidity and mortality for infants with single ventricle heart disease in the first year of life. Retrospective cohort analysis of infants enrolled in the National Pediatric Cardiology Improvement Collaborative who underwent staged single ventricle palliation examining mortality and length of stay (LOS) using a community-level deprivation index (DI). 974 patients met inclusion criteria. Overall mortality was 20.5%, with 15.7% of deaths occurring between the first and second palliations. After adjusting for clinical risk factors, the DI was associated with death (log relative hazard [Formula: see text] = 8.92, p = 0.030) and death or transplant (log relative hazard [Formula: see text] = 8.62, p = 0.035) in a non-linear fashion, impacting those near the mean DI. Deprivation was associated with LOS following the first surgical palliation (S1P) (p = 0.031) and overall hospitalization during the first year of life (p = 0.018). For every 0.1 increase in the DI, LOS following S1P increased by 3.35 days (95% confidence interval 0.31-6.38) and total hospitalized days by 5.08 days (95% CI 0.88-9.27). Community deprivation is associated with mortality and LOS for patients with single ventricle congenital heart disease. While patients near the mean DI had a higher hazard of one year mortality compared to those at the extremes of the DI, LOS and DI were linearly associated, demonstrating the complex nature of SES factors.
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Abstract
PURPOSE OF REVIEW Studying the outcomes of congenital heart disease and their associations allows paediatric cardiologists and intensivists to improve the care and health equity of their patients. This review presents the most recent literature discussing the socioeconomic and racial disparities that pervade the outcomes of patients with congenital heart disease in every facet of treatment. The outcomes of congenital heart disease discussed are prenatal detection, maintenance of care, quality of life, neurodevelopment and mortality. RECENT FINDINGS Historically, it has been documented that patients with congenital heart disease who are of racial and ethnic minorities disproportionately experience poor outcomes. Recently, the association between racial minorities and mortality has been traced to underlying socioeconomic disparities emphasizing that race and ethnicity are not independent determinants of health. SUMMARY The effect of socioeconomic status on the outcomes of congenital heart disease is profound and reaches beyond the association with racial and ethnic minorities. Changes to address these disparities in outcomes must be made at the individual, institutional, community and system levels.
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34
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Klein JH, Gourishankar A, Krishnan A. Development of a national dataset for geospatial analysis of congenital heart disease. Front Pediatr 2022; 10:952048. [PMID: 36034569 PMCID: PMC9399633 DOI: 10.3389/fped.2022.952048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 07/20/2022] [Indexed: 11/16/2022] Open
Affiliation(s)
- Jennifer H Klein
- Division of Cardiology, Children's National Hospital, Washington, DC, United States
| | - Anand Gourishankar
- Division of Hospital Medicine, Children's National Hospital, Washington, DC, United States
| | - Anita Krishnan
- Division of Cardiology, Children's National Hospital, Washington, DC, United States
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35
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Calderon J, Newburger JW, Rollins CK. Neurodevelopmental and Mental Health Outcomes in Patients With Fontan Circulation: A State-of-the-Art Review. Front Pediatr 2022; 10:826349. [PMID: 35356444 PMCID: PMC8959547 DOI: 10.3389/fped.2022.826349] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 02/14/2022] [Indexed: 11/13/2022] Open
Abstract
Children, adolescents and adults living with Fontan circulation face numerous neurological and developmental challenges. As the population with complex CHD increases thanks to outstanding improvement in medical and surgical care, the long-term developmental and mental health sequelae have become a public health priority in pediatric and congenital cardiology. Many patients with a Fontan circulation experience difficulty in areas of cognition related to attention and executive functioning, visual spatial reasoning and psychosocial development. They are also at high risk for mental health morbidities, particularly anxiety disorders and depression. Several hemodynamic risk factors, beginning during the fetal period, may influence outcomes and yield to abnormal brain growth and development. Brain injury such as white matter lesions, stroke or hemorrhage can occur before, during, or after surgery. Other sociodemographic and surgical risk factors such as multiple catheterizations and surgeries and prolonged hospital stay play a detrimental role in patients' neurodevelopmental prognosis. Prevention and intervention to optimize long-term outcomes are critical in the care of this vulnerable population with complex CHD.
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Affiliation(s)
- Johanna Calderon
- PhyMedExp, Université de Montpellier, National Institute of Health and Medical Research (INSERM), CNRS, Montpellier, France.,Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Jane W Newburger
- Department of Cardiology, Boston Children's Hospital, Boston, MA, United States.,Department of Pediatrics, Harvard Medical School, Boston, MA, United States
| | - Caitlin K Rollins
- Department of Neurology, Boston Children's Hospital, Boston, MA, United States.,Department of Neurology, Harvard Medical School, Boston, MA, United States
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36
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Kozik D, Alsoufi B. Commentary: Length of stay as measure of quality: A misty strategy that might backfire. J Thorac Cardiovasc Surg 2021; 163:1616-1617. [PMID: 34906397 DOI: 10.1016/j.jtcvs.2021.11.065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 11/24/2021] [Accepted: 11/30/2021] [Indexed: 11/15/2022]
Affiliation(s)
- Deborah Kozik
- Department of Cardiovascular and Thoracic Surgery, University of Louisville School of Medicine, Norton Children's Hospital, Louisville, Ky
| | - Bahaaldin Alsoufi
- Department of Cardiovascular and Thoracic Surgery, University of Louisville School of Medicine, Norton Children's Hospital, Louisville, Ky.
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37
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Spigel ZA, Kalustian AB, Zink J, Binsalamah ZM, Caldarone CA. Low parental socioeconomic position results in longer post-Norwood length of stay. J Thorac Cardiovasc Surg 2021; 163:1604-1611.e1. [PMID: 34952706 DOI: 10.1016/j.jtcvs.2021.09.075] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 09/12/2021] [Accepted: 09/16/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND Length of stay (LOS) has been proposed as a quality metric in congenital heart surgery, but LOS may be influenced by parental socioeconomic position (SEP). We aimed to examine the relationship between post-Norwood LOS and SEP. METHODS Patients undergoing a Norwood procedure from 2008 to 2018 for hypoplastic left heart syndrome from a single institution, who were discharged alive before second-stage palliation, were included. SEP was defined by Area Deprivation Index, distance from hospital, insurance status, and immigration status. A directed acyclic graph identified confounders for the effect of SEP on LOS, which included gestational age, hypoplastic left heart syndrome subtype, postoperative cardiac arrest, reoperations, and ventilator days. A negative binomial model was used to assess effect of SEP on LOS. RESULTS In total, 98 patients were discharged alive at a median 37 days (15th-85th percentile 26-72). The majority of patients were children of US citizens and permanent residents (n = 89; 91%). Private insurance covered 54 (55%), with 44 (45%) covered by Medicaid or Tricare. Median Area Deprivation Index was 54 (15th-85th percentile, 25-87). Median distance traveled was 72 miles (15th-85th percentile, 17-469 miles). For every 10 percentile increase in Area Deprivation Index, LOS increased 4% (incidence rate ratio, 1.04; 95% CI, 1.007-1.077; P = .022). Insurance type, immigration status, and distance traveled did not affect postoperative length of stay. CONCLUSIONS There is a significant relationship between SEP and LOS. Consideration of LOS as a quality indicator may penalize hospitals providing care for patients with lower parental SEP.
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Affiliation(s)
- Zachary A Spigel
- Division of Congenital Heart Surgery, Department of Surgery, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex
| | - Alyssa B Kalustian
- Division of Congenital Heart Surgery, Department of Surgery, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex
| | - Jessica Zink
- Division of Congenital Heart Surgery, Department of Surgery, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex
| | - Ziyad M Binsalamah
- Division of Congenital Heart Surgery, Department of Surgery, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex
| | - Christopher A Caldarone
- Division of Congenital Heart Surgery, Department of Surgery, Baylor College of Medicine and Texas Children's Hospital, Houston, Tex.
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38
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Ligsay A, Goldberg CS. An introduction to and review of cardiac neurodevelopment: the risks and recommended approaches. Curr Opin Pediatr 2021; 33:489-494. [PMID: 34433192 DOI: 10.1097/mop.0000000000001057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW To introduce the reader to the current understanding of the neurocognitive profile of congenital heart disease (CHD) survivors, the risk factors that may influence outcomes, and to the recommendations for cardiac neurodevelopmental care. RECENT FINDINGS A growing body of literature has shown that survivors of CHD are at increased risk for neurodevelopmental impairments. Multiple elements influence each patient's risk, which likely begins in utero and extends to perioperative management, surgical considerations, and long-term clinical care. Additionally, sociodemographic factors may compound these risks. Serial developmental follow-up is recommended for children with critical CHD. SUMMARY Though there are some clinical factors that increase risk, based on the high rate of developmental impairments for children with CHD, serial evaluations are recommended. Multidisciplinary and multicenter collaboration is ongoing and will facilitate moving this field forward to improve neurodevelopmental outcomes for children with CHD.
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Affiliation(s)
- Andrew Ligsay
- Division of Cardiology, Department of Pediatrics, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, Michigan, USA
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39
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Performance on the ROCF at 8 Years Predicts Academic Achievement at 16 Years in Individuals with Dextro-Transposition of the Great Arteries. J Int Neuropsychol Soc 2021; 27:857-864. [PMID: 33441211 PMCID: PMC8277877 DOI: 10.1017/s1355617720001356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE This study examined longitudinal associations between performance on the Rey-Osterrieth Complex Figure-Developmental Scoring System (ROCF-DSS) at 8 years of age and academic outcomes at 16 years of age in 133 children with dextro-transposition of the great arteries (d-TGA). METHOD The ROCF-DSS was administered at the age of 8 and the Wechsler Individual Achievement Test, First and Second Edition (WIAT/WIAT-II) at the ages of 8 and 16, respectively. ROCF-DSS protocols were classified by Organization (Organized/Disorganized) and Style (Part-oriented/Holistic). Two-way univariate (ROCF-DSS Organization × Style) ANCOVAs were computed with 16-year academic outcomes as the dependent variables and socioeconomic status (SES) as the covariate. RESULTS The Organization × Style interaction was not statistically significant. However, ROCF-DSS Organization at 8 years was significantly associated with Reading, Math, Associative, and Assembled academic skills at 16 years, with better organization predicting better academic performance. CONCLUSIONS Performance on the ROCF-DSS, a complex visual-spatial problem-solving task, in children with d-TGA can forecast academic performance in both reading and mathematics nearly a decade later. These findings may have implications for identifying risk in children with other medical and neurodevelopmental disorders affecting brain development.
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40
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Ahmed H, Anderson JB, Bates KE, Natarajan S, Ghanayem NS, Lannon CM, Brown DW. Characteristics of Interstage Death After Discharge from Stage I Palliation. Pediatr Cardiol 2021; 42:1372-1378. [PMID: 33948710 DOI: 10.1007/s00246-021-02621-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 04/15/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Interstage mortality (IM) remains high for patients with single-ventricle congenital heart disease (SVCHD) in the period between Stage 1 Palliation (S1P) and Glenn operation. We sought to characterize IM. METHODS This was a descriptive analysis of 2184 patients with SVCHD discharged home after S1P from 60 National Pediatric Cardiology Quality Improvement Collaborative sites between 2008 and 2015. Patients underwent S1P with right ventricle-pulmonary artery conduit (RVPAC), modified Blalock-Taussig-Thomas shunt (BTT), or Hybrid; transplants were excluded. RESULTS IM occurred in 153 (7%) patients (median gestational age 38 weeks, 54% male, 77% white), at 88 (IQR 60,136) days of life, and 39 (IQR 17,84) days after hospital discharge; 13 (8.6%) occurred ≤ 30 days after S1P. The mortality rate for RVPAC was lower (5.2%; 59/1138) than BTT (9.1%; 65/712) and Hybrid (20.1%; 27/134). More than half of deaths occurred at home (20%) or in the emergency department (33%). The remainder occurred while inpatient at center of S1P (cardiac intensive care unit 36%, inpatient ward 5%) or at a different center (5%). Fussiness and breathing problems were most often cited as harbingers of death; distance to surgical center was the biggest barrier cited to seeking care. Cause of death was unknown in 44% of cases overall; in the subset of patients who underwent post-mortem autopsy, the cause of death remained unknown in 30% of patients, with the most common diagnosis being low cardiac output. CONCLUSIONS Most IM occurred in the outpatient setting, with non-specific preceding symptoms and unknown cause of death. These data indicate the need for research to identify occult causes of death, including arrhythmia.
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Affiliation(s)
- Humera Ahmed
- Departments of Cardiology, Seattle Children's Hospital, University of Washington, Seattle, WA, USA
| | | | - Katherine E Bates
- C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI, USA
| | | | - Nancy S Ghanayem
- Cardiology, Advocate Children's Heart Institute, Oak Lawn, IL, USA
| | - Carole M Lannon
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - David W Brown
- Division of Cardiology, Boston Children's Hospital, 300 Longwood Avenue, Boston, MA, 02115, USA.
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41
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Moore EF, Gephart SM. State of the science of care coordination, rurality, and well-being for infants with single ventricle heart disease in the Interstage period, an integrative review. Heart Lung 2021; 50:720-729. [PMID: 34107397 DOI: 10.1016/j.hrtlng.2021.04.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Revised: 04/23/2021] [Accepted: 04/28/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Ensuring the quality of interstage management of infants with single ventricle heart disease (SVHD) residing in rural communities is difficult. Tailored care coordination through parental discharge education, formal and informal care team and family communication, adequate access to healthcare, and informed provider handoffs are crucial to the infant's well-being and survival. OBJECTIVE To discuss the state of the science related to care coordination factors and infant wellbeing during the interstage period. METHODS An integrative review approach to synthesize findings across studies was used. Through constant comparative analysis, all articles were read and coded, broken down into "data bits" or key phrases. RESULTS Four major themes were inductively derived: 1) education and confidence-building, 2) communication for building relationships, 3) social work and related mental health support, and 4) availability of resources. CONCLUSIONS Despite advances in cardiac surgery and related interventions, a clear gap exists regarding care coordination factors and infant well-being, especially in rural communities.
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Affiliation(s)
- Emily F Moore
- Seattle Children's Hospital 4800 Sand point Way NE, Seattle WA 98105 MS FA.2.114; The University of Arizona College of Nursing PO Box 210203 Tucson, AZ 85721.
| | - Sheila M Gephart
- The University of Arizona College of Nursing PO Box 210203 Tucson, AZ 85721
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42
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Udine ML, Evans F, Burns KM, Pearson GD, Kaltman JR. Geographical variation in infant mortality due to congenital heart disease in the USA: a population-based cohort study. THE LANCET CHILD & ADOLESCENT HEALTH 2021; 5:483-490. [PMID: 34051889 DOI: 10.1016/s2352-4642(21)00105-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 03/25/2021] [Accepted: 03/29/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Little is known about geographical variation in infant mortality due to congenital heart disease (CHD) and the social determinants of health that might mediate such variation. We aimed to examine US county-level estimates of infant mortality due to CHD to understand geographical patterns and factors that might influence variation in mortality. METHODS This US population-based cohort study used linked livebirth-infant death cohort files from the US National Center for Health Statistics from Jan 1, 2006, to Dec 31, 2015. All deaths attributable to congenital heart disease in infants in a given year were included. We used hierarchical Bayesian models to estimate rates of infant mortality due to congenital heart disease for all US counties. We mapped model-based estimates to explore geographical patterns. Covariates included infant sex, gestational age, maternal race and ethnicity, percentage of the county population below the poverty level, and proximity of the county to a US News & World Report 2015 top-50 ranked paediatric cardiac centre. FINDINGS From 2006 to 2015, 40 847 089 livebirths occurred, of which there were 13 988 infant deaths attributed to congenital heart disease, with an unadjusted infant mortality rate due to CHD of 0·34 per 1000 livebirths (95% CI 0·34-0·35). Kentucky and Mississippi had the greatest proportions of counties with a predicted rate of infant mortality due to CHD above the 95th percentile. All counties in Connecticut, Massachusetts, and Rhode Island had a predicted rate below the fifth percentile. In the model, lower mortality risk correlated with closer proximity to a top-50 ranked paediatric cardiac centre (odds ratio [OR] 0·890, 95% credible interval [CrI] 0·840-0·942), whereas higher mortality risk correlated with higher levels of poverty (OR 1·181, 95% CrI 1·125-1·239). INTERPRETATION Substantial geographical variation exists in infant mortality due to CHD in the USA, highlighting the potential importance of bolstering care delivery for infants from economically deprived communities and areas remote from top-performing paediatric cardiac centres. FUNDING None.
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Affiliation(s)
- Michelle L Udine
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA; Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Frank Evans
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Kristin M Burns
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA; Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Gail D Pearson
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jonathan R Kaltman
- Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD, USA; Division of Cardiology, Children's National Hospital, Washington, DC, USA.
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Siddiqui S, Anderson BR, LaPar DJ, Kalfa D, Chai P, Bacha E, Freud L. Weight impacts 1-year congenital heart surgery outcomes independent of race/ethnicity and payer. Cardiol Young 2021; 31:279-285. [PMID: 33208210 PMCID: PMC8711065 DOI: 10.1017/s1047951120003911] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Body mass index, race/ethnicity, and payer status are associated with operative mortality in congenital heart disease (CHD). Interactions between these predictors and impacts on longer term outcomes are less well understood. We studied the effect of body mass index, race/ethnicity, and payer on 1-year outcomes following elective CHD surgery and tested the degree to which race/ethnicity and payer explained the effects of body mass index. Patients aged 2-25 years who underwent elective CHD surgery at our centre from 2010 to 2017 were included. We assessed 1-year unplanned cardiac re-admissions, re-interventions, and mortality. Step-wise, multivariable logistic regression was performed.Of the 929 patients, 10.4% were underweight, 14.9% overweight, and 8.5% obese. Non-white race/ethnicity comprised 40.4% and public insurance 29.8%. Only 0.5% died prior to hospital discharge with one additional death in the first post-operative year. Amongst patients with continuous follow-up, unplanned re-admission and re-intervention rates were 14.7% and 12.3%, respectively. In multivariable analyses adjusting for surgical complexity and surgeon, obese, overweight, and underweight patients had higher odds of re-admission than normal-weight patients (OR 1.40, p = 0.026; OR 1.77, p < 0.001; OR 1.44, p = 0.008). Underweight patients had more than twice the odds of re-intervention compared with normal weight (OR 2.12, p < 0.001). These associations persisted after adjusting for race/ethnicity, payer, and surgeon.Pre-operative obese, overweight, and underweight body mass index were associated with unplanned re-admission and/or re-intervention 1-year following elective CHD surgery, even after accounting for race/ethnicity and payer status. Body mass index may be an important modifiable risk factor prior to CHD surgery.
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Affiliation(s)
- Saira Siddiqui
- Department of Pediatrics, Division of Pediatric Cardiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Brett R Anderson
- Department of Pediatrics, Division of Pediatric Cardiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Damien J LaPar
- Department of Surgery, Division of Cardiothoracic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - David Kalfa
- Department of Surgery, Division of Cardiothoracic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Paul Chai
- Department of Surgery, Division of Cardiothoracic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Emile Bacha
- Department of Surgery, Division of Cardiothoracic Surgery, Columbia University Irving Medical Center, New York, NY, USA
| | - Lindsay Freud
- Department of Pediatrics, Division of Pediatric Cardiology, Columbia University Irving Medical Center, New York, NY, USA
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Tillman AR, Colborn KL, Scott KA, Davidson AJ, Khanna A, Kao D, McKenzie L, Ong T, Rausch CM, Duca LM, Daley MF, Coleman S, Costa E, Fernie E, Crume TL. Associations Between Socioeconomic Context and Congenital Heart Disease Related Outcomes in Adolescents and Adults. Am J Cardiol 2021; 139:105-115. [PMID: 33203514 DOI: 10.1016/j.amjcard.2020.10.040] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/16/2020] [Accepted: 10/20/2020] [Indexed: 12/20/2022]
Abstract
Little is known about the relation between socioeconomic factors and health outcomes in adults and adolescents with congenital heart defects (CHD). Population-level data from the Colorado CHD surveillance system from 2011 to 2013 was used to examine the association between area deprivation and outcomes including hospitalizations, emergency department visits, cardiac procedures, all-cause and cardiac-related mortality, and major adverse cardiac events. Socioeconomic context was measured by the Area Deprivation Index at census tract level. Missing race/ethnicity was imputed using the Bayesian Improved Surname Geocoding algorithm. Generalized linear models were utilized to examine health disparities across deprivation quintiles after adjusting for insurance type, race/ethnicity, age, gender, urbanicity, and CHD severity in 5,748 patients. Cases residing in the most deprived quintile had 51% higher odds of inpatient admission, 74% higher odds of emergency department visit, 41% higher odds of cardiac surgeries, and 45% higher odds of major adverse cardiac events compared with cases in the least deprived quintile. Further, rates of hospitalizations, emergency department admissions, and cardiac surgeries were elevated in the most deprived compared with the least deprived quintile. Mortality was not significantly different across quintiles. In conclusion, findings suggest significant health equity issues for adolescent and adults with CHD based on area-based deprivation.
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Affiliation(s)
- Alexandra R Tillman
- University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Department of Epidemiology, Aurora, Colorado
| | - Kathryn L Colborn
- University of Colorado Anschutz Medical Campus, Colorado School of Medicine, Department of Surgery, Aurora, Colorado
| | - Kenneth A Scott
- Denver Health and Hospital Authority, Denver Public Health, Denver, Colorado
| | - Arthur J Davidson
- Denver Health and Hospital Authority, Denver Public Health, Denver, Colorado
| | - Amber Khanna
- University of Colorado Anschutz Medical Campus, Colorado School of Medicine, Division of Cardiology, Departments of Internal Medicine and Pediatrics, Aurora, Colorado
| | - David Kao
- University of Colorado Anschutz Medical Campus, Colorado School of Medicine, Division of Cardiology, Departments of Internal Medicine and Pediatrics, Aurora, Colorado
| | - Lisa McKenzie
- University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Department of Environmental and Occupational Health, Aurora, Colorado
| | - Toan Ong
- University of Colorado Anschutz Medical Campus, Colorado School of Medicine, Department of Pediatrics, Aurora, Colorado
| | | | - Lindsey M Duca
- University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Department of Epidemiology, Aurora, Colorado
| | - Matthew F Daley
- Institute of Health Research, Kaiser Permanente Colorado, Aurora, Colorado
| | | | - Everett Costa
- Center for Improving Value in Healthcare, Denver, Colorado
| | - Eliza Fernie
- Colorado CHD Surveillance Project's Patient Advisory Committee Chair; Adult Congenital Heart Association, Media, Pennsylvania
| | - Tessa L Crume
- University of Colorado Anschutz Medical Campus, Colorado School of Public Health, Department of Epidemiology, Aurora, Colorado.
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Social determinants of health and outcomes for children and adults with congenital heart disease: a systematic review. Pediatr Res 2021; 89:275-294. [PMID: 33069160 DOI: 10.1038/s41390-020-01196-6] [Citation(s) in RCA: 75] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Revised: 09/02/2020] [Accepted: 09/10/2020] [Indexed: 12/15/2022]
Abstract
BACKGROUND Social determinants of health (SDH) can substantially impact health outcomes. A systematic review, however, has never been conducted on associations of SDH with congenital heart disease (CHD) outcomes. The aim, therefore, was to conduct such a systematic review. METHODS Seven databases were searched through May 2020 to identify articles on SDH associations with CHD. SDH examined included poverty, uninsurance, housing instability, parental educational attainment, immigration status, food insecurity, and transportation barriers. Studies were independently selected and coded by two researchers based on the PICO statement. RESULTS The search generated 3992 citations; 88 were included in the final database. SDH were significantly associated with a lower likelihood of fetal CHD diagnosis, higher CHD incidence and prevalence, increased infant mortality, adverse post-surgical outcomes (including hospital readmission and death), decreased healthcare access (including missed appointments, no shows, and loss to follow-up), impaired neurodevelopmental outcomes (including IQ and school performance) and quality of life, and adverse outcomes for adults with CHD (including endocarditis, hospitalization, and death). CONCLUSIONS SDH are associated with a wide range of adverse outcomes for fetuses, children, and adults with CHD. SDH screening and referral to appropriate services has the potential to improve outcomes for CHD patients across the lifespan. IMPACT Social determinants of health (SDH) are associated with a wide range of adverse outcomes for fetuses, children, and adults with congenital heart disease (CHD). This is the first systematic review (to our knowledge) on associations of SDH with congenital heart disease CHD outcomes. SDH screening and referral to appropriate services has the potential to improve outcomes for CHD patients across the lifespan.
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Early Evaluation and the Effect of Socioeconomic Factors on Neurodevelopment in Infants with Tetralogy of Fallot. Pediatr Cardiol 2021; 42:643-653. [PMID: 33533966 PMCID: PMC7990815 DOI: 10.1007/s00246-020-02525-6] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2020] [Accepted: 12/06/2020] [Indexed: 11/22/2022]
Abstract
Neurodevelopmental sequelae are prevalent among patients with congenital heart defects (CHD). In a study of infants and children with repaired tetralogy of Fallot (TOF), we sought to identify those at risk for abnormal neurodevelopment and to test associations between socioeconomic and medical factors with neurodevelopment deficits. Single-center retrospective observational study of patients with repaired TOF that were evaluated at the institution's Cardiac Kids Developmental Follow-up Program (CKDP) between 2012 and 2018. Main outcomes included neurodevelopmental test scores from the Bayley Infant Neurodevelopmental Screener (BINS), Peabody Developmental Motor Scale (PDMS), and Bayley Scales of Infant and Toddler Development, Third Edition (Bayley-III). Mixed effects linear regression and marginal logistic regression models tested relationships between patient characteristics and outcomes. Sub-analyses were conducted to test correlations between initial and later neurodevelopment tests. In total, 49 patients were included, predominantly male (n = 33) and white (n = 28), first evaluated at a median age of 4.5 months. Forty-three percent of patients (n = 16) had deficits in the BINS, the earliest screening test. Several socioeconomic parameters and measures of disease complexity were associated with neurodevelopment, independently of genetic syndrome. Early BINS and PDMS performed in infancy were associated with Bayley-III scores performed after 1 year of age. Early screening identifies TOF patients at risk for abnormal neurodevelopment. Socioeconomic factors and disease complexity are associated with abnormal neurodevelopment and should be taken into account in the risk stratification and follow-up of these patients. Early evaluation with BINS and PDMS is suggested for detection of early deficits.
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Jayaram N, Anderson BR, Karamlou T. Commentary: Ode to the editorial process: Health care disparities unmasked. J Thorac Cardiovasc Surg 2020; 160:1580-1581. [DOI: 10.1016/j.jtcvs.2020.07.021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 07/06/2020] [Accepted: 07/07/2020] [Indexed: 10/23/2022]
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Bucholz EM, Sleeper LA, Goldberg CS, Pasquali SK, Anderson BR, Gaynor JW, Cnota JF, Newburger JW. Socioeconomic Status and Long-term Outcomes in Single Ventricle Heart Disease. Pediatrics 2020; 146:peds.2020-1240. [PMID: 32973120 PMCID: PMC7546087 DOI: 10.1542/peds.2020-1240] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/27/2020] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Low socioeconomic status (SES) has emerged as an important risk factor for higher short-term mortality and neurodevelopmental outcomes in children with hypoplastic left heart syndrome and related anomalies; yet little is known about how SES affects these outcomes over the long-term. METHODS We linked data from the Single Ventricle Reconstruction trial to US Census Bureau data to analyze the relationship of neighborhood SES tertiles with mortality and transplantation, neurodevelopment, quality of life, and functional status at 5 and 6 years post-Norwood procedure (N = 525). Cox proportional hazards regression and linear regression were used to assess the association of SES with mortality and neurodevelopmental outcomes, respectively. RESULTS Patients in the lowest SES tertile were more likely to be racial minorities, older at stage 2 and Fontan procedures, and to have more complications and fewer cardiac catheterizations over follow-up (all P < .05) compared with patients in higher SES tertiles. Unadjusted mortality was highest for patients in the lowest SES tertile and lowest in the highest tertile (41% vs 29%, respectively; log-rank P = .027). Adjustment for patient birth and Norwood factors attenuated these differences slightly (P = .055). Patients in the lowest SES tertile reported lower functional status and lower fine motor, problem-solving, adaptive behavior, and communication skills at 6 years (all P < .05). These differences persisted after adjustment for baseline and post-Norwood factors. Quality of life did not differ by SES. CONCLUSIONS Among patients with hypoplastic left heart syndrome, those with low SES have worse neurodevelopmental and functional status outcomes at 6 years. These differences were not explained by other patient or clinical characteristics.
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Affiliation(s)
- Emily M. Bucholz
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts;,Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Lynn A. Sleeper
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts;,Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
| | - Caren S. Goldberg
- Department of Pediatrics, University of Michigan and C.S. Mott Children’s Hospital, Ann Arbor, Michigan
| | - Sara K. Pasquali
- Department of Pediatrics, University of Michigan and C.S. Mott Children’s Hospital, Ann Arbor, Michigan
| | - Brett R. Anderson
- Division of Pediatric Cardiology, Department of Pediatrics, Columbia University Irving Medical Center and NewYork-Presbyterian Morgan Stanley Children’s Hospital, New York City, New York
| | - J. William Gaynor
- Division of Pediatric Cardiac Surgery, Cardiac Center, Children’s Hospital of Pennsylvania, Philadelphia, Pennsylvania; and
| | - James F. Cnota
- Department of Cardiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio
| | - Jane W. Newburger
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts;,Department of Pediatrics, Harvard Medical School, Harvard University, Boston, Massachusetts
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Mille FK, Shankar VR. Truncus arteriosus survival outcomes: Does 22q 11.2 deletion matter? J Card Surg 2020; 35:3263-3265. [PMID: 32996151 DOI: 10.1111/jocs.14853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Felina K Mille
- Division of Cardiac Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Venkat R Shankar
- Division of Cardiac Critical Care Medicine, Department of Anesthesiology and Critical Care Medicine, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
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50
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Global Leadership in Paediatric and Congenital Cardiac Care: "Following the 'Golden Rule' in multicentre collaborations - an interview with Jane W. Newburger, MD". Cardiol Young 2020; 30:1221-1225. [PMID: 32758317 DOI: 10.1017/s1047951120002267] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Dr. Jane Newburger is the focus of our first in a planned series of interviews in Cardiology in the Young entitled, "Global Leadership in Paediatric and Congenital Cardiac Care". Dr. Newburger was born in Manhattan, New York, United States of America. She was raised in the Bronx for her first six years of life, at which point her family moved to Yonkers, New York, where she spent the rest of her childhood. She then attended Bryn Mawr College where she majored in psychology. Dr. Newburger subsequently attended Harvard Medical School, graduating in 1974. She did her internship and residency in paediatrics at Boston Children's Hospital in 1974-1976, followed by her fellowship at Boston Children's Hospital in 1976-1979. She received her Masters in Public Health at the Harvard School of Public Health in 1980.Dr. Newburger has spent her entire career as a paediatric cardiologist at Boston Children's Hospital and Harvard Medical School, where she was appointed a Professor of Pediatrics in 1999 and has held the position as Commonwealth Professor of Pediatrics since 2008. She has established herself as a leading clinical scientist within the field of paediatric cardiology, with expertise in leadership of multicentre and multidisciplinary research, including the building of collaborative groups. She has been continuously funded by the National Institute of Health since 1982, and amongst other areas has led the field in the areas of neurodevelopmental outcomes in congenital heart disease, improved methods of vital organ support, and management of Kawasaki disease. This article presents our interview with Dr. Newburger, an interview that covers her path towards becoming a clinical scientist, her interests spanning four decades of hard work, and her strategies to design and lead successful multicentre studies.
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