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Mayourian J, El-Bokl A, Lukyanenko P, La Cava WG, Geva T, Valente AM, Triedman JK, Ghelani SJ. Electrocardiogram-based deep learning to predict mortality in paediatric and adult congenital heart disease. Eur Heart J 2025; 46:856-868. [PMID: 39387652 PMCID: PMC11879189 DOI: 10.1093/eurheartj/ehae651] [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: 03/29/2024] [Revised: 06/28/2024] [Accepted: 09/13/2024] [Indexed: 10/15/2024] Open
Abstract
BACKGROUND AND AIMS Robust and convenient risk stratification of patients with paediatric and adult congenital heart disease (CHD) is lacking. This study aims to address this gap with an artificial intelligence-enhanced electrocardiogram (ECG) tool across the lifespan of a large, diverse cohort with CHD. METHODS A convolutional neural network was trained (50%) and tested (50%) on ECGs obtained in cardiology clinic at the Boston Children's Hospital to detect 5-year mortality. Temporal validation on a contemporary cohort was performed. Model performance was evaluated using the area under the receiver operating characteristic and precision-recall curves. RESULTS The training and test cohorts composed of 112 804 ECGs (39 784 patients; ECG age range 0-85 years; 4.9% 5-year mortality) and 112 575 ECGs (39 784 patients; ECG age range 0-92 years; 4.6% 5-year mortality from ECG), respectively. Model performance (area under the receiver operating characteristic curve 0.79, 95% confidence interval 0.77-0.81; area under the precision-recall curve 0.17, 95% confidence interval 0.15-0.19) outperformed age at ECG, QRS duration, and left ventricular ejection fraction and was similar during temporal validation. In subgroup analysis, artificial intelligence-enhanced ECG outperformed left ventricular ejection fraction across a wide range of CHD lesions. Kaplan-Meier analysis demonstrates predictive value for longer-term mortality in the overall cohort and for lesion subgroups. In the overall cohort, precordial lead QRS complexes were most salient with high-risk features including wide and low-amplitude QRS complexes. Lesion-specific high-risk features such as QRS fragmentation in tetralogy of Fallot were identified. CONCLUSIONS This temporally validated model shows promise to inexpensively risk-stratify individuals with CHD across the lifespan, which may inform the timing of imaging/interventions and facilitate improved access to care.
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Affiliation(s)
- Joshua Mayourian
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Amr El-Bokl
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Platon Lukyanenko
- Department of Pediatrics, Computational Health Informatics Program, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - William G La Cava
- Department of Pediatrics, Computational Health Informatics Program, Boston Children’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Tal Geva
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Anne Marie Valente
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - John K Triedman
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Sunil J Ghelani
- Department of Cardiology, Boston Children’s Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
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Nikolić A, Veljković S, Lakčević J, Peruničić A, Šljivo A, Babić M, Nikolić M, Tomić S, Radoičić D, Farkić M, Boljević D, Vučinić S, Kablar S, Bojić M. Adult Congenital Heart Disease in Serbia: Insights from a Single-Center Registry. Diagnostics (Basel) 2025; 15:498. [PMID: 40002649 PMCID: PMC11854409 DOI: 10.3390/diagnostics15040498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2025] [Revised: 02/15/2025] [Accepted: 02/17/2025] [Indexed: 02/27/2025] Open
Abstract
Background/Objectives: Congenital heart disease (CHD), affecting approximately 1% of live births, has transitioned to a chronic condition due to advances in diagnostics and surgery, resulting in an increasing adult congenital heart disease (ACHD) population. This study characterizes the clinical and demographic profiles of ACHD patients in Serbia, focusing on congenital anomalies, mortality rates, and key clinical factors to identify opportunities for improving care and outcomes. Methods: This observational single-center study was conducted at the Cardiovascular Institute "Dedinje" in Belgrade, Serbia, involving patients diagnosed or treated for CHD between 2006 and 2022. Results: A total of 1532 patients were included in the study, with common diagnoses including atrial septal defects (ASD) (47.65%) and ventricular septal defects (VSD) (13.19%). The mean patient age was 48.31 years, with a slight predominance of females (57.21%). The complexity of CHD was categorized as mild (54.6%), moderate (36.5%), and severe (6.3%). The mortality rate was 4.2%, with higher rates observed in conditions like Ebstein anomaly (17.78%) and congenital aortic stenosis (11.76%). Conclusions: This study provides a comprehensive overview of the current state of ACHD management in Serbia, highlighting the high prevalence of ASD and VSD among patients, the challenges associated with moderate and severe CHD, and the notable mortality rates for certain conditions. The findings underscore the importance of improving early detection, individualized treatment plans, and multidisciplinary care to enhance patient outcomes in this growing population.
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Affiliation(s)
- Aleksandra Nikolić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | | | | | - Ana Peruničić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Armin Šljivo
- Department of Cardiosurgery, Clinical Center of University of Sarajevo, 71000 Sarajevo, Bosnia and Herzegovina
| | - Miloš Babić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Marko Nikolić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Slobodan Tomić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
- Faculty of Medicine, University of Banja Luka, 78000 Banja Luka, Bosnia and Herzegovina
| | | | - Mihajlo Farkić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Darko Boljević
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Sanja Vučinić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Sanja Kablar
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
| | - Milovan Bojić
- Cardiovascular Institute “Dedinje”, 11040 Belgrade, Serbia
- Faculty of Medicine, University of Banja Luka, 78000 Banja Luka, Bosnia and Herzegovina
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Gottula AL, Van Wyk H, Qi M, Vogelsong MA, Shaw CR, Tonna JE, Johnson NJ, Condella A, Bartos JA, Berrocal VJ, Benoit JL, Hsu CH. Geospatial Access to Extracorporeal Membrane Oxygenation in the United States. Crit Care Med 2025; 53:00003246-990000000-00465. [PMID: 39960358 PMCID: PMC11952687 DOI: 10.1097/ccm.0000000000006607] [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: 03/30/2025]
Abstract
OBJECTIVES To conduct a Geospatial Information System analysis of extracorporeal membrane oxygenation (ECMO) centers in the United States utilizing data from the U.S. Census Bureau to better understand access to ECMO care and identify potential disparities. DESIGN A cross-sectional descriptive and statistical analysis of geospatial access to ECMO-capable centers in the United States, accounting for demographic variables. SETTING The unit of analysis were U.S. Census block groups and demographic variables of interest obtained from the American Community Survey. PATIENTS Patients accounted for in the U.S. Census data. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Sixty-seven percent of the U.S. population had direct access to ECMO-capable centers. Disparities were present, with Puerto Rico, Wyoming, North Dakota, and Alaska having no access. Poverty, increased age, and lower population density consistently correlated with limited access. We identified significant racial and ethnic disparities in the Midwest and Northeast. CONCLUSIONS While 67% of the U.S. population had access to ECMO-capable centers by ground transportation, significant disparities in access exist. These findings emphasize the need for thoughtful implementation of ECMO systems of care to ensure equitable access. Future work should focus on developing novel systems of care that increase access utilizing advanced technology, such as aeromedical transport services.
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Affiliation(s)
- Adam L. Gottula
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI
- The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI
- The Center for Resuscitation Medicine, The University of Minnesota, Minneapolis, MN
| | - Hannah Van Wyk
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI
| | - Man Qi
- School of Public Health, Emory University, Atlanta, GA
| | | | - Chris R. Shaw
- Department of Emergency Medicine, Oregon Health and Science University, Portland, OR
| | - Joseph E. Tonna
- Department of Emergency Medicine, University of Utah, Salt Lake City, UT
| | - Nicholas J. Johnson
- Department of Emergency Medicine, University of Washington, Seattle, WA
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA
| | - Anna Condella
- Department of Emergency Medicine, University of Washington, Seattle, WA
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, University of Washington, Seattle, WA
| | - Jason A. Bartos
- The Center for Resuscitation Medicine, The University of Minnesota, Minneapolis, MN
- Department of Medicine, University of Minnesota, Minneapolis, MN
| | | | - Justin L. Benoit
- Department of Emergency Medicine, University of Cincinnati, Cincinnati, OH
| | - Cindy H. Hsu
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI
- The Max Harry Weil Institute for Critical Care Research and Innovation, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
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Barfuss S, Ballard C, Marullo B, Zimmerli J, Linscott L, Coonradt C, Han BK. Variability in technical fee billing for cardiac CT across congenital cardiac centers. J Cardiovasc Comput Tomogr 2025; 19:97-102. [PMID: 39884930 DOI: 10.1016/j.jcct.2024.12.089] [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: 06/16/2024] [Revised: 12/20/2024] [Accepted: 12/24/2024] [Indexed: 02/01/2025]
Abstract
BACKGROUND Cardiac Computed Tomography (CCT) is increasingly used to provide 2D, 3D and 4D information in patients with congenital heart disease of all ages. Historically, negotiated rates for professional and technical fees associated with cardiac imaging were confidential, with variability in professional, technical and global charges, reimbursement and cost to patients for the same current procedural terminology (CPT) code at different institutions. Billing transparency is a key component of both the CARE act passed in 2020 and the Health Care PRICE Transparency Act 2.0 passed in 2021. Institutional technical fees and negotiated insurance rates by CPT billing code are now publicly available and can be compared between institutions. METHODS A cohort of congenital heart disease programs was identified as the top 50 programs by procedural volume (Society of Thoracic Surgeons database) and by national rankings (US News and World Report). The publicly available negotiated reimbursement rates for the technical component of billing for CPT codes used for CHD CCT (75572, 75573, and 75574) at each center was determined (trybilly.app). The cash price, average insured price and the range of negotiated insured prices for the technical component of CHD CCT were recorded. The variability of technical fee charges for programs were calculated as median, IQR and range. Technical fee correlation to RVUs was also calculated. Professional fee and global procedural fees are not available for comparison. RESULTS For the 75572 code, the median charge was $1209.50, IQR (783.50, 1673.75), and range was (49,2618). For the 75573 code, the median charge was $958, IQR (718,1403), and range (60,2622). For the 75574 code the median charge was $1060, IQR (833.5,1604), and range (61,2948). There was a 53-fold difference in technical fee charges for C CT between low and high negotiated insurance prices. Charges for CCT in CHD were not correlated with US News rankings or surgical center volume. There was no correlation between RVUs and technical fees. CONCLUSION There is significant variability in the charges for the technical component of CCT in CHD, not correlated with national ranking or surgical volume. Variability in charges for identical services across centers may have a disproportionate impact on uninsured and underinsured populations. and lead to inequity. This data may inform negotiations for reimbursement for this time-consuming skill set. The variability of technical fee associated with CT for CHD has not been previously analyzed or compared by national ranking or surgical volumes.
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Affiliation(s)
- Spencer Barfuss
- Division of Pediatric Cardiology, Department of Pediatrics, University of Utah, United States; Intermountain Healthcare - Primary Children's Hospital, United States.
| | - Corinne Ballard
- Intermountain Healthcare - Primary Children's Hospital, United States
| | - Bethany Marullo
- Intermountain Healthcare - Primary Children's Hospital, United States
| | - Jake Zimmerli
- Division of Pediatric Cardiology, Department of Pediatrics, University of Utah, United States
| | - Luke Linscott
- Intermountain Healthcare - Primary Children's Hospital, United States; Intermountain Pediatric Imaging, Intermountain Healthcare - Primary Children's Hospital, United States
| | | | - B Kelly Han
- Division of Pediatric Cardiology, Department of Pediatrics, University of Utah, United States; Intermountain Healthcare - Primary Children's Hospital, United States
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Brown MI, Kuyeb BK, Galarza LI, Benedict KC, Hoppe IC, Humphries LS. Travel Burden to American Cleft Palate and Craniofacial Association-Approved Cleft and Craniofacial Teams: A Geospatial Analysis. Plast Reconstr Surg 2025; 155:140-149. [PMID: 38546662 DOI: 10.1097/prs.0000000000011410] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2024]
Abstract
BACKGROUND Despite the existence of cleft and craniofacial teams approved by the American Cleft Palate and Craniofacial Association (ACPA), access to multidisciplinary team-based care remains challenging for patients from rural areas, leading to disparities in care. The authors investigated the geospatial relationship between US counties and ACPA-approved centers. METHODS The geographic location of all ACPA-approved cleft and craniofacial centers in the United States was identified. Distance between individual US counties ( n = 3142) and their closest ACPA-approved team was determined. Counties were mapped based on distance to nearest cleft or craniofacial team. Distance calculations were combined with US Census data to model the number of children served by each team and economic characteristics of families served. These relationships were analyzed using independent t tests and analysis of variance. RESULTS Over 40% of US counties did not have access to an ACPA-approved craniofacial team within a 100-mile radius ( n = 1267) versus 29% for cleft teams ( n = 909). Over 90% of counties greater than 100 miles from a craniofacial team had a population less than 7500 ( n = 1150). Of the counties more than 100 miles from a cleft team, 64% had a child poverty rate greater than the national average ( n = 579). Counties with the highest birth rate and more than 100 miles to travel to an ACPA team are in the Mountain West. CONCLUSIONS Given the time-sensitive nature of operative intervention and access to multidisciplinary care, the lack of equitable distribution in certified cleft and craniofacial teams is concerning. Centers may better serve families from distant areas by establishing satellite clinics, conducting telehealth visits, and training local primary care providers in referral practices.
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Affiliation(s)
- Madyson I Brown
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
| | - Boris K Kuyeb
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
| | - Laura I Galarza
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
- Stephanie and Mitchell Morris Center for Cleft and Craniofacial Research and Innovation, Division of Plastic and Reconstructive Surgery, Children's of Mississippi
| | - Katherine C Benedict
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
- Stephanie and Mitchell Morris Center for Cleft and Craniofacial Research and Innovation, Division of Plastic and Reconstructive Surgery, Children's of Mississippi
| | - Ian C Hoppe
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
- Stephanie and Mitchell Morris Center for Cleft and Craniofacial Research and Innovation, Division of Plastic and Reconstructive Surgery, Children's of Mississippi
| | - Laura S Humphries
- From the Division of Plastic and Reconstructive Surgery, Department of Surgery, University of Mississippi Medical Center
- Stephanie and Mitchell Morris Center for Cleft and Craniofacial Research and Innovation, Division of Plastic and Reconstructive Surgery, Children's of Mississippi
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Mayourian J, van Boxtel JPA, Sleeper LA, Diwanji V, Geva A, O'Leary ET, Triedman JK, Ghelani SJ, Wald RM, Valente AM, Geva T. Electrocardiogram-Based Deep Learning to Predict Mortality in Repaired Tetralogy of Fallot. JACC Clin Electrophysiol 2024; 10:2600-2612. [PMID: 39297841 DOI: 10.1016/j.jacep.2024.07.015] [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: 06/26/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 12/28/2024]
Abstract
BACKGROUND Artificial intelligence-enhanced electrocardiogram (AI-ECG) analysis shows promise to predict mortality in adults with acquired cardiovascular diseases. However, its application to the growing repaired tetralogy of Fallot (rTOF) population remains unexplored. OBJECTIVES This study aimed to develop and externally validate an AI-ECG model to predict 5-year mortality in rTOF. METHODS A convolutional neural network was trained on electrocardiograms (ECGs) obtained at Boston Children's Hospital and tested on Boston (internal testing) and Toronto (external validation) INDICATOR (International Multicenter TOF Registry) cohorts to predict 5-year mortality. Model performance was evaluated on single ECGs per patient using area under the receiver operating (AUROC) and precision recall (AUPRC) curves. RESULTS The internal testing and external validation cohorts comprised of 1,054 patients (13,077 ECGs at median age 17.8 [Q1-Q3: 7.9-30.5] years; 54% male; 6.1% mortality) and 335 patients (5,014 ECGs at median age 38.3 [Q1-Q3: 29.1-48.7] years; 57% male; 8.4% mortality), respectively. Model performance was similar during internal testing (AUROC 0.83, AUPRC 0.18) and external validation (AUROC 0.81, AUPRC 0.21). AI-ECG performed similarly to the biventricular global function index (an imaging biomarker) and outperformed QRS duration. AI-ECG 5-year mortality prediction, but not QRS duration, was a significant independent predictor when added into a Cox regression model with biventricular global function index to predict shorter time-to-death on internal and external cohorts. Saliency mapping identified QRS fragmentation, wide and low amplitude QRS complexes, and flattened T waves as high-risk features. CONCLUSIONS This externally validated AI-ECG model may complement imaging biomarkers to improve risk stratification in patients with rTOF.
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Affiliation(s)
- Joshua Mayourian
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Juul P A van Boxtel
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA; Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Lynn A Sleeper
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Vedang Diwanji
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Alon Geva
- Department of Anesthesiology, Critical Care, and Pain Medicine, and Computational Health Informatics Program, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Anesthesia, Harvard Medical School, Boston, Massachusetts, USA
| | - Edward T O'Leary
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - John K Triedman
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Sunil J Ghelani
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Rachel M Wald
- Division of Cardiology, University of Toronto, Peter Munk Cardiac Centre, Toronto, Ontario, Canada
| | - Anne Marie Valente
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Tal Geva
- Department of Cardiology, Boston Children's Hospital, Boston, Massachusetts, USA; Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA.
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Conway J, Mackie AS, Smith C, Dover DC, Kaul P, Hornberger LK. Impact of Remoteness of Residence and Socioeconomic Status on Outcomes Among Children With Heart Disease in Alberta. JACC. ADVANCES 2024; 3:101351. [PMID: 39553380 PMCID: PMC11569894 DOI: 10.1016/j.jacadv.2024.101351] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 09/12/2024] [Accepted: 09/15/2024] [Indexed: 11/19/2024]
Abstract
Background There is a paucity of data regarding the impact of remoteness of residence (RoR) and socioeconomic status (SES) on access to care and outcomes for children with congenital heart disease (CHD) or acquired heart disease (AHD) in a jurisdiction of universal health and centralized cardiac care. Objectives The primary objective was to examine whether RoR, SES, and their interaction impact access to health care and outcomes for children with heart disease in Alberta, Canada. Methods This was a population-based study of children with CHD or AHD born between January 1, 2005, and December 31, 2017, in Alberta, Canada. Primary outcomes included age at diagnosis, time from diagnosis to intervention, number of annual primary care visits, annual cardiologist visits, annual emergency room visits, and survival. Multivariable Cox proportional hazards models identified independent associations. Longitudinal relationships between the number of annual physician visits and RoR and SES were assessed with multivariable Poisson models. Results We included 12,542 children (94% CHD, 6% AHD), 70.4% living <60 minutes' drive of a cardiac center, and 10.9% residing >180 minutes away. RoR and SES were not associated with age at diagnosis, time from diagnosis to intervention, annual primary care visits, or transplant free survival for either CHD or AHD. Although SES demonstrated no impact, annual annual cardiologist visits were inversely related to RoR for CHD (60-180 minutes rate ratio [RR]: 0.83, 95% CI: 0.73-0.95; >180 minutes RR: 0.77, 95% CI: 0.67-0.88; P < 0.0001) and AHD (60-180 minutes RR: 0.63, 95% CI: 0.39-1.00; >180 minutes RR: 0.53, 95% CI: 0.34-0.84; P = 0.02). Additionally, increased annual emergency room visits were associated with further RoR (P < 0.001) in both CHD and AHD and lower SES (P < 0.001) only for those with CHD. Conclusions Age at diagnosis, time to intervention, annual primary care visits, and transplant-free all-cause survival were not impacted by RoR or SES in children with heart disease. Greater RoR and SES, however, were associated with fewer annual cardiology visits and increased annual emergency room visits, which highlights the need for novel surveillance strategies for remote pediatric patients with heart disease.
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Affiliation(s)
- Jennifer Conway
- Division of Cardiology Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Andrew S. Mackie
- Division of Cardiology Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
| | - Christopher Smith
- School of Public Health University of Alberta, Edmonton, Alberta, Canada
- Canadian VIGOUR Centre University of Alberta, Edmonton, Alberta, Canada
| | - Douglas C. Dover
- Canadian VIGOUR Centre University of Alberta, Edmonton, Alberta, Canada
| | - Padma Kaul
- School of Public Health University of Alberta, Edmonton, Alberta, Canada
- Canadian VIGOUR Centre University of Alberta, Edmonton, Alberta, Canada
- Department of Medicine University of Alberta, Edmonton, Alberta, Canada
| | - Lisa K. Hornberger
- Division of Cardiology Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada
- Department of Obstetrics & Gynecology Women & Children's Health Research Institute, University of Alberta, Edmonton, Alberta, Canada
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Burger D, Denfeld QE, Evers PD, Ward P, Woods P, Hasan R. Referral Order Placement Decreases Time to Transfer to Adult Congenital Heart Disease Care. Pediatr Cardiol 2024; 45:1424-1429. [PMID: 37103492 DOI: 10.1007/s00246-023-03164-3] [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: 03/08/2023] [Accepted: 04/15/2023] [Indexed: 04/28/2023]
Abstract
Pediatric patients with moderate and great complexity congenital heart disease (CHD) may benefit from coordinated transfer to adult congenital heart disease (ACHD) centers to reduce the risk of complications; however, there are a variety of transfer practices. We examined the impact of referral order placement at the last pediatric cardiology visit on time to transfer to an ACHD center. We analyzed data collected from pediatric patients with moderate and great complexity CHD who were eligible to transfer to our tertiary center's accredited ACHD center. We examined transfer outcomes and time-to-transfer between those with a referral order placed at the last pediatric cardiology visit and those without using Cox proportional hazards modeling. The sample (n = 65) was 44.6% female and mean age at study start was 19.5 years (± 2.2). Referral orders were placed for 32.3% of patients at the last pediatric cardiology visit. Those who had a referral order placed at the last visit had significantly higher number of successful transfers to the ACHD center compared to those who did not (95% vs 25%, p < 0.001). In a Cox regression model, placement of a referral order at the last pediatric cardiology visit was associated significantly with a sooner time to transfer (HR 6.0; 95% CI 2.2-16.2, p > 0.001), adjusting for age, sex, complexity, living location, and pediatric cardiology visit location. Placement of a referral order at the last pediatric cardiology visit may improve transfer occurrence and time to transfer to accredited ACHD centers.
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Affiliation(s)
- Debora Burger
- Oregon Health & Science University School of Nursing, 3455 S.W. U.S. Veterans Hospital Road, Portland, OR, 97239-2941, USA.
| | - Quin E Denfeld
- Oregon Health & Science University School of Nursing, 3455 S.W. U.S. Veterans Hospital Road, Portland, OR, 97239-2941, USA
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, USA
| | - Patrick D Evers
- Division of Pediatric Cardiology, Oregon Health & Science University, Portland, OR, USA
| | - Pam Ward
- Division of Pediatric Cardiology, Oregon Health & Science University, Portland, OR, USA
| | - Patricia Woods
- Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, USA
| | - Reem Hasan
- Departments of Internal Medicine and Pediatrics, Oregon Health & Science University, Portland, OR, USA
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Steiner JM, Marshall AR, Kovacs AH, Engelberg RA, Brumback L, Stout KK, Longenecker CT, Yi-Frazier JP, Rosenberg AR. Rationale and design of a randomized controlled clinical trial of a resilience-building intervention in adults with congenital heart disease. Contemp Clin Trials 2024; 145:107638. [PMID: 39047811 PMCID: PMC11392615 DOI: 10.1016/j.cct.2024.107638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Revised: 07/11/2024] [Accepted: 07/17/2024] [Indexed: 07/27/2024]
Abstract
BACKGROUND Adults with congenital heart disease (ACHD) are at risk for lower quality of life (QOL) and psychological health. Behavioral interventions to meet their psychosocial needs are lacking. The aim of this study is to evaluate the feasibility of implementing the Promoting Resilience in Stress Management (PRISM) intervention in ACHD and its efficacy in increasing resilience in this population. METHODS We designed a phase II randomized controlled clinical trial of patients with moderate or complex ACHD, physiological stages C or D. Enrolled participants will be randomized to receive PRISM or usual care. PRISM is a manualized, skills-based behavioral intervention comprised of four one-on-one sessions targeting resilience resources (stress-management, goal-setting, cognitive reframing, meaning making), an optional session on advance care planning, and a facilitated family meeting. Participants in both groups will complete study questionnaires at enrollment and 3-months later. The primary aim is to describe feasibility, namely the proportions of patients who a) enroll in the study among those eligible, and b) complete the PRISM intervention among those randomized to that arm. We will also evaluate PRISM's efficacy by using linear regression models to compare changes in mean resilience scores between assigned groups. In exploratory analyses, we will evaluate effects on QOL, psychological distress, perceived competence for health care management, and comfort with advance care planning. DISCUSSION This study will provide rigorous evidence to determine the feasibility and efficacy of a brief intervention to promote resilience and psychosocial health in ACHD. Findings may guide the development of a future multi-site effectiveness study. CLINICAL TRIAL REGISTRATION NCT04738474.
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Affiliation(s)
- Jill M Steiner
- Division of Cardiology, Department of Medicine & Cambia Palliative Care Center of Excellence, University of Washington, 1959 NE Pacific St., Seattle, WA 98195, USA.
| | - Arisa Rei Marshall
- Division of Cardiology, Department of Medicine, University of Washington, 1959 NE Pacific St., Seattle, WA 98195, USA
| | - Adrienne H Kovacs
- Equilibria Psychological Health, 10-255 The East Mall, Toronto, Ontario M9B 0A9, Canada
| | - Ruth A Engelberg
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine & Cambia Palliative Care Center of Excellence, University of Washington, Harborview Medical Center, 325 9th Ave, Seattle, WA 98104, USA
| | - Lyndia Brumback
- Department of Biostatistics, University of Washington, 1959 NE Pacific St., Seattle, WA 98195, USA
| | - Karen K Stout
- Division of Cardiology, Department of Medicine, University of Washington, 1959 NE Pacific St., Seattle, WA 98195, USA
| | - Chris T Longenecker
- Division of Cardiology and Department of Global Health, University of Washington, 3980 15th Ave NE, Seattle, WA 98105, USA
| | - Joyce P Yi-Frazier
- Center for Clinical and Translational Research, Seattle Children's Research Institute, 1920 Terry Ave, Seattle, WA 98101, USA; Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute & Department of Pediatrics, Harvard Medical School; 450 Brookline Ave, Boston, MA 02215, USA
| | - Abby R Rosenberg
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute & Department of Pediatrics, Harvard Medical School; 450 Brookline Ave, Boston, MA 02215, USA
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10
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Messmer M, John AS. Improving Maternal Outcomes in Congenital Heart Disease: A National Call to Action. JACC. ADVANCES 2024; 3:101170. [PMID: 39220714 PMCID: PMC11363820 DOI: 10.1016/j.jacadv.2024.101170] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 06/05/2024] [Indexed: 09/04/2024]
Affiliation(s)
- Mindi Messmer
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
| | - Anitha S. John
- Division of Cardiology, Children's National Hospital, Washington, DC, USA
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11
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Jain SS, Elias P, Clark DE. Democratizing Congenital Heart Disease Management: The Potential for AI-Enabled Care and Necessary Future Directions. J Am Coll Cardiol 2024; 84:829-831. [PMID: 39168569 DOI: 10.1016/j.jacc.2024.06.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/12/2024] [Accepted: 06/13/2024] [Indexed: 08/23/2024]
Affiliation(s)
- Sneha S Jain
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, California, USA.
| | - Pierre Elias
- Seymour, Paul and Gloria Milstein Division of Cardiology, Columbia University Irving Medical Center, New York, New York, USA; Department of Biomedical Informatics Columbia University Irving Medical Center, New York, New York, USA
| | - Daniel E Clark
- Division of Cardiovascular Medicine and the Cardiovascular Institute, Stanford University, Stanford, California, USA
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12
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Bhamidipati CM, Garcia IC, Kim B, McGrath LB, Khan AM, Broberg CS, Muralidaran A, Shen I. Racial Disparity: The Adult Congenital Heart Disease Surgery Perspective. Pediatr Cardiol 2024; 45:1275-1283. [PMID: 36580104 DOI: 10.1007/s00246-022-03087-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 12/21/2022] [Indexed: 12/30/2022]
Abstract
The influence of race and ethnicity on clinical outcomes in medicine are widely acknowledged. However, the effect of race on adult congenital heart disease (ACHD) surgery is not known. We sought to evaluate the possible association between race and outcomes following ACHD operations. Discharge records for patients who underwent ACHD surgery between 2005 and 2014, were isolated from an all-payer voluntary database in the United States. Hierarchical case-mix regression models and sensitivity analyses examined any complication, in-hospital mortality, and discharge disposition (home/non-home) by race (white-WP, black-BP, non-white non-black-NWNB). Of the 174,370 patients (WP: 80.8%, BP: 5.8%, NWNB: 13.4%), black patients were youngest to undergo surgery (WP: 57.9 ± 15.8 years, BP: 50.2 ± 16.1 years, NWNB: 51.6 ± 16.9 years, P < 0.0001), the most likely to have a comorbidity (WP: 70.3%, BP: 74.3%, NWNB: 68.6%, P < 0.0001), and most likely to have had a post-operative cardiac complication (WP: 9.4%, BP: 15.3%, NWNB: 10.9%, P < 0.0001). BP had similar odds of having any complication (AOR = 0.99, 95%CI = 0.94-1.04), while NWNB had significantly decreased odds of a major complication (AOR = 0.90, 95%CI = 0.87-0.93). BP had equivalent in-hospital mortality compared to WP (AOR = 1.03, 95%CI = 0.91-1.18), while NWNB had significantly increased odds of in-hospital mortality (AOR = 1.29, 95%CI = 1.18-1.41). Among survivors, BP were less likely to discharge home (AOR = 0.88, 95%CI = 0.82-0.94), and NWNB were more likely to discharge home than WP (AOR = 1.26, 95%CI = 1.19-1.33). Race and clinical outcomes are associated among patients undergoing surgery for ACHD. Understanding why and how these factors are impactful will help improve care for this complex population.
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Affiliation(s)
- Castigliano M Bhamidipati
- Cardiac Surgery, Division of Cardiothoracic Surgery, Department of Surgery, Oregon Health and Science University, 3181 SW Sam Jackson Park Road, Mail Code: L353, Portland, OR, 97239, USA.
| | - Ibett Colina Garcia
- Adult Congenital Heart Disease, Division of Cardiology, Department of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Bohye Kim
- Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, USA
| | - Lidija B McGrath
- Adult Congenital Heart Disease, Division of Cardiology, Department of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Abigail M Khan
- Adult Congenital Heart Disease, Division of Cardiology, Department of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Craig S Broberg
- Adult Congenital Heart Disease, Division of Cardiology, Department of Medicine, Oregon Health and Science University, Portland, OR, USA
| | - Ashok Muralidaran
- Pediatric Cardiac Surgery, Division of Cardiothoracic Surgery, Department of Surgery, Oregon Health and Science University, Portland, OR, USA
| | - Irving Shen
- Pediatric Cardiac Surgery, Division of Cardiothoracic Surgery, Department of Surgery, Oregon Health and Science University, Portland, OR, USA
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13
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Babu S, Ganguly P, Shettigar N, Lin CH. Impact of Social Determinants of Health on Outcomes for Patients with Adult Congenital Heart Disease. Curr Cardiol Rep 2024; 26:539-544. [PMID: 38613618 DOI: 10.1007/s11886-024-02059-w] [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] [Accepted: 04/02/2024] [Indexed: 04/15/2024]
Abstract
PURPOSE OF REVIEW The study of adults with congenital heart disease (ACHD) is a rapidly growing field; however, more research is needed on the disparities affecting outcomes. With advances in medicine, a high percentage of patients with congenital heart disease (CHD) are advancing to adulthood, leading to an increase in the number of ACHD. This creates a pressing need to evaluate the factors, specifically the social determinants of health (SDOH) contributing to the outcomes for ACHD. RECENT FINDINGS A myriad of factors, including, but not limited to, race, education, and socioeconomic status, have been shown to affect ACHD outcomes. Existing data from hospitalizations, mortality and morbidity, advanced care planning, patient and physician awareness, financial factors, and education alongside race and socioeconomic status present differences in ACHD outcomes. With SDOH having a significant impact on ACHD subspecialty care outcomes, ACHD centers need to be constantly adapting and innovating, incorporating SDOH into patient management, and providing additional healthcare resources to manage the care of ACHD.
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Affiliation(s)
- Suhas Babu
- DeBakey Heart & Vascular Center, Houston Methodist Hospital, 6550 Fannin St, Smith Tower Suite 1901, Houston, TX, 77030, USA
- The University of North Texas Health Science Center, Fort Worth, TX, USA
| | | | - Nandan Shettigar
- DeBakey Heart & Vascular Center, Houston Methodist Hospital, 6550 Fannin St, Smith Tower Suite 1901, Houston, TX, 77030, USA
- Texas A&M University, College Station, TX, USA
| | - C Huie Lin
- DeBakey Heart & Vascular Center, Houston Methodist Hospital, 6550 Fannin St, Smith Tower Suite 1901, Houston, TX, 77030, USA.
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14
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Cabrera Fernandez DL, Lopez KN, Bravo-Jaimes K, Mackie AS. The Impact of Social Determinants of Health on Transition From Pediatric to Adult Cardiology Care. Can J Cardiol 2024; 40:1043-1055. [PMID: 38583706 DOI: 10.1016/j.cjca.2024.03.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 03/28/2024] [Accepted: 03/28/2024] [Indexed: 04/09/2024] Open
Abstract
Social determinants of health (SDoH) are the economic, social, environmental, and psychosocial factors that influence health. Adolescents and young adults with congenital heart disease (CHD) require lifelong cardiology follow-up and therefore coordinated transition from pediatric to adult healthcare systems. However, gaps in care are common during transition, and they are driven in part by pervasive disparities in SDoH, including race, ethnicity, socioeconomic status, access to insurance, and remote location of residence. These disparities often coexist and compound the challenges faced by patients and families. For example, Black and Indigenous individuals are more likely to be subject to systemic racism and implicit bias within healthcare and other settings, to be unemployed and poor, to have limited access to insurance, and to have a lower likelihood of transfer of care to adult CHD specialists. SDoH also are associated with acquired cardiovascular disease, a comorbidity that adults with CHD face. This review summarizes existing evidence regarding the impact of SDoH on the transition to adult care and proposes strategies at the individual, institutional, and population and/or system levels. to reduce inequities faced by transition-age youth. These strategies include routinely screening for SDoH in clinical settings with referral to appropriate services, providing formal transition education for all transition-age youth, including training on navigating complex medical systems, creating satellite cardiology clinics to facilitate access to care for those who live remote from tertiary centres, advocating for lifelong insurance coverage where applicable, mandating cultural-sensitivity training for providers, and increasing the diversity of healthcare providers in pediatric and adult CHD care.
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Affiliation(s)
- Diana L Cabrera Fernandez
- Department of Pediatrics, Texas Children's Hospital and Baylor College of Medicine, Houston, Texas, USA
| | - Keila N Lopez
- Section of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital and Baylor College of Medicine, Houston, Texas, USA
| | - Katia Bravo-Jaimes
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, Florida, USA
| | - Andrew S Mackie
- Division of Cardiology, Stollery Children's Hospital and Department of Pediatrics, University of Alberta, Edmonton, Alberta, Canada.
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15
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Bahrami A, Kostelyna SP, Dugger SJ, Broda CR, Ermis PR, Caldarone CA, Lam WW. Better Late Than Never: Definitive Anatomic Repair of Dextro-Transposition of the Great Arteries. JACC Case Rep 2024; 29:102269. [PMID: 38645291 PMCID: PMC11031650 DOI: 10.1016/j.jaccas.2024.102269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Revised: 12/18/2023] [Accepted: 01/16/2024] [Indexed: 04/23/2024]
Abstract
We present a case of anatomic repair of dextro-transposition of the great arteries (d-TGA) with ventricular septal defect (VSD) in a 55-year-old man who presented with acute heart failure. This case highlights the importance of multimodal imaging and multidisciplinary involvement in developing a comprehensive surgical and medical plan for adults with congenital heart disease. We think this is the oldest reported patient undergoing anatomic surgical repair of d-TGA with VSD.
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Affiliation(s)
- Asma Bahrami
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Stefan P. Kostelyna
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Samuel J. Dugger
- Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Christopher R. Broda
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Peter R. Ermis
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
- Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
| | - Christopher A. Caldarone
- Division of Cardiothoracic Surgery, Department of Surgery, Baylor College of Medicine, Houston, Texas, USA
| | - Wilson W. Lam
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
- Division of Cardiology, Department of Medicine, Baylor College of Medicine, Houston, Texas, USA
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16
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Sood E, Newburger JW, Anixt JS, Cassidy AR, Jackson JL, Jonas RA, Lisanti AJ, Lopez KN, Peyvandi S, Marino BS. Neurodevelopmental Outcomes for Individuals With Congenital Heart Disease: Updates in Neuroprotection, Risk-Stratification, Evaluation, and Management: A Scientific Statement From the American Heart Association. Circulation 2024; 149:e997-e1022. [PMID: 38385268 DOI: 10.1161/cir.0000000000001211] [Citation(s) in RCA: 44] [Impact Index Per Article: 44.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/23/2024]
Abstract
Over the past decade, new research has advanced scientific knowledge of neurodevelopmental trajectories, factors that increase neurodevelopmental risk, and neuroprotective strategies for individuals with congenital heart disease. In addition, best practices for evaluation and management of developmental delays and disorders in this high-risk patient population have been formulated based on literature review and expert consensus. This American Heart Association scientific statement serves as an update to the 2012 statement on the evaluation and management of neurodevelopmental outcomes in children with congenital heart disease. It includes revised risk categories for developmental delay or disorder and an updated list of factors that increase neurodevelopmental risk in individuals with congenital heart disease according to current evidence, including genetic predisposition, fetal and perinatal factors, surgical and perioperative factors, socioeconomic disadvantage, and parental psychological distress. It also includes an updated algorithm for referral, evaluation, and management of individuals at high risk. Risk stratification of individuals with congenital heart disease with the updated categories and risk factors will identify a large and growing population of survivors at high risk for developmental delay or disorder and associated impacts across the life span. Critical next steps must include efforts to prevent and mitigate developmental delays and disorders. The goal of this scientific statement is to inform health care professionals caring for patients with congenital heart disease and other key stakeholders about the current state of knowledge of neurodevelopmental outcomes for individuals with congenital heart disease and best practices for neuroprotection, risk stratification, evaluation, and management.
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17
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Meyers BA, Zhang J, Nyce J, Loke YH, Vlachos PP. Enhanced echocardiographic assessment of intracardiac flow in congenital heart disease. PLoS One 2024; 19:e0300709. [PMID: 38498562 PMCID: PMC10947680 DOI: 10.1371/journal.pone.0300709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 03/04/2024] [Indexed: 03/20/2024] Open
Abstract
BACKGROUND 4D flow magnetic resonance imaging (4D flow MRI) can assess and measure the complex flow patterns of the right ventricle (RV) in congenital heart diseases, but its limited availability makes the broad application of intracardiac flow assessment challenging. Color Doppler imaging velocity reconstruction from conventional echocardiography is an emerging alternative, but its validity against 4D flow MRI needs to be established. OBJECTIVE To compare intracardiac flow parameters measured by color Doppler velocity reconstruction (DoVeR) against parameters measured from 4D flow MRI. METHODS We analyzed 20 subjects, including 7 normal RVs and 13 abnormal RVs (10 with repaired Tetralogy of Fallot, and 3 with atrial-level shunts). Intracardiac flow parameters such as relative pressure difference, vortex strength, total kinetic energy, and viscous energy loss were quantified using DoVeR and 4D flow MRI. The agreement between the two methods was determined by comparing the spatial fields and quantifying the cross-correlation and normalized difference between time-series measurements. RESULTS The hemodynamic parameters obtained from DoVeR and 4D flow MRI showed similar flow characteristics and spatial distributions. The time evolutions of the parameters were also in good agreement between the two methods. The median correlation coefficient between the time-series of any parameter was between 0.87 and 0.92, and the median L2-norm deviation was between 10% to 14%. CONCLUSIONS Our study shows that DoVeR is a reliable alternative to 4D flow MRI for quantifying intracardiac hemodynamic parameters in the RV.
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Affiliation(s)
- Brett A. Meyers
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, United States of America
| | - Jiacheng Zhang
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, United States of America
| | - Jonathan Nyce
- Division of Cardiology, Children’s National Hospital, Washington, DC, United States of America
| | - Yue-Hin Loke
- Division of Cardiology, Children’s National Hospital, Washington, DC, United States of America
| | - Pavlos P. Vlachos
- School of Mechanical Engineering, Purdue University, West Lafayette, IN, United States of America
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18
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Robinson J, Sahai S, Pennacchio C, Sharew B, Chen L, Karamlou T. Effects of Sociodemographic Factors on Access to and Outcomes in Congenital Heart Disease in the United States. J Cardiovasc Dev Dis 2024; 11:67. [PMID: 38392282 PMCID: PMC10889660 DOI: 10.3390/jcdd11020067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 02/14/2024] [Accepted: 02/15/2024] [Indexed: 02/24/2024] Open
Abstract
Congenital heart defects (CHDs) are complex conditions affecting the heart and/or great vessels that are present at birth. These defects occur in approximately 9 in every 1000 live births. From diagnosis to intervention, care has dramatically improved over the last several decades. Patients with CHDs are now living well into adulthood. However, there are factors that have been associated with poor outcomes across the lifespan of these patients. These factors include sociodemographic and socioeconomic positions. This commentary examined the disparities and solutions within the evolution of CHD care in the United States.
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Affiliation(s)
- Justin Robinson
- Department of Thoracic and Cardiovascular Surgery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (J.R.); (S.S.)
| | - Siddhartha Sahai
- Department of Thoracic and Cardiovascular Surgery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (J.R.); (S.S.)
| | - Caroline Pennacchio
- Case Western Reserve University School of Medicine, Cleveland, OH 44195, USA
| | - Betemariam Sharew
- Cleveland Clinic Learner College of Medicine, Cleveland, OH 44195, USA
| | - Lin Chen
- Case Western Reserve University School of Medicine, Cleveland, OH 44195, USA
| | - Tara Karamlou
- Department of Thoracic and Cardiovascular Surgery, Heart, Vascular and Thoracic Institute, Cleveland Clinic, Cleveland, OH 44195, USA; (J.R.); (S.S.)
- Division of Pediatric Cardiac Surgery, Heart, Vascular and Thoracic Institute, Cleveland Clinic Children’s Hospital, 9500 Euclid Avenue, Desk M41, Cleveland, OH 44195, USA
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19
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Frank LH, Glickstein J, Brown DW, Mink RB, Ross RD. Child Health Needs and the Pediatric Cardiology Workforce: 2020-2040. Pediatrics 2024; 153:e2023063678E. [PMID: 38300014 PMCID: PMC10852197 DOI: 10.1542/peds.2023-063678e] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/21/2023] [Indexed: 02/02/2024] Open
Abstract
This article evaluates the pediatric cardiology (PC) workforce and forecasts its future supply. Produced as part of a supplement in Pediatrics, this effort represents a collaboration among the American Board of Pediatrics Foundation, the University of North Carolina at Chapel Hill's Carolina Health Workforce Research Center, the Strategic Modeling and Analysis Ltd., and members of the pediatric subspecialty community. PC is a complex subspecialty including care from fetal life through adulthood and in practice settings that range from the outpatient clinic to procedural settings to the cardiac ICU. Complex subdisciplines include imaging, electrophysiology, heart failure, and interventional and critical care. Using American Board of Pediatrics data, US Census Bureau data, and data from the modeling project, projections were created to model the subspecialty workforce through 2040. Across all modeling scenarios considered, there is considerable projected growth in the supply of pediatric cardiologists by 2040. However, there is significant regional variation in the projected supply of trainees relative to demand in terms of local population growth, with evidence of a likely mismatch between areas surrounding training centers versus areas of greatest workforce need. In addition, this article highlights areas for future focus, including efforts to attract more residents to the subspecialty in general, particularly underrepresented minority members; increased support, more part-time career options, and improved academic career advancement for women in PC; and the development of better "real-time" workforce data to guide trainees and training programs in decisions regarding sub-subspecialty job availability.
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Affiliation(s)
- Lowell H. Frank
- Division of Cardiology, Children’s National Hospital, Washington, District of Columbia
| | - Julie Glickstein
- Morgan Stanley Children’s Hospital, Columbia University Medical Center, New York, New York
| | - David W. Brown
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts
| | - Richard B. Mink
- David Geffen School of Medicine at the University of California Los Angeles, The Lundquist Institute for Biomedical Innovation at Harbor-University of California Los Angeles Medical Center, Torrance
| | - Robert D. Ross
- Division of Cardiology, Children’s Hospital of Michigan, Detroit, Michigan
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20
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Mackie AS, Bravo-Jaimes K, Keir M, Sillman C, Kovacs AH. Access to Specialized Care Across the Lifespan in Tetralogy of Fallot. CJC PEDIATRIC AND CONGENITAL HEART DISEASE 2023; 2:267-282. [PMID: 38161668 PMCID: PMC10755796 DOI: 10.1016/j.cjcpc.2023.09.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 09/05/2023] [Indexed: 01/03/2024]
Abstract
Individuals living with tetralogy of Fallot require lifelong specialized congenital heart disease care to monitor for and manage potential late complications. However, access to cardiology care remains a challenge for many patients, as does access to mental health services, dental care, obstetrical care, and other specialties required by this population. Inequities in health care access were highlighted by the COVID-19 pandemic and continue to exist. Paradoxically, many social factors influence an individual's need for care, yet inadvertently restrict access to it. These include sex and gender, being a member of a racial or ethnic historically excluded group, lower educational attainment, lower socioeconomic status, living remotely from tertiary care centres, transportation difficulties, inadequate health insurance, occupational instability, and prior experiences with discrimination in the health care setting. These factors may coexist and have compounding effects. In addition, many patients believe that they are cured and unaware of the need for specialized follow-up. For these reasons, lapses in care are common, particularly around the time of transfer from paediatric to adult care. The lack of trained health care professionals for adults with congenital heart disease presents an additional barrier, even in higher income countries. This review summarizes challenges regarding access to multiple domains of specialized care for individuals with tetralogy of Fallot, with a focus on the impact of social determinants of health. Specific recommendations to improve access to care within Canadian and American systems are offered.
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Affiliation(s)
- Andrew S. Mackie
- Division of Cardiology, Department of Pediatrics, Stollery Children’s Hospital, University of Alberta, Edmonton, Alberta, Canada
| | - Katia Bravo-Jaimes
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, Florida, USA
| | - Michelle Keir
- Southern Alberta Adult Congenital Heart Clinic, Libin Cardiovascular Institute, University of Calgary, Calgary, Alberta, Canada
| | - Christina Sillman
- Adult Congenital Heart Disease Program, Sutter Heart and Vascular Institute, Sacramento, California, USA
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21
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McGrath L, Patel K, Colina Garcia I, Shalen E, Burton Y, Khan A. Factors Associated With Nonattendance at the Adult Congenital Heart Disease Clinic. Am J Cardiol 2023; 201:247-251. [PMID: 37393726 DOI: 10.1016/j.amjcard.2023.06.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 07/04/2023]
Abstract
Adults with congenital heart disease (CHD) are a complex population for whom adult CHD-specific care results in better outcomes. Our objective was to identify factors associated with no-shows and cancelations in an adult CHD (ACHD) clinic and evaluate the efficacy of a social worker intervention to promote ambulatory follow-up. The medical record identified adults with a scheduled appointment in the adult CHD clinic from January 2017 to March 2021. Social worker intervention was performed between March 2020 and May 2021 and consisted of phone calls to those who did not show up. Logistic regression and descriptive statistics were performed. Of 8,431 scheduled visits, 56.7% were completed, 4.6% were no-shows, and 17.5% were canceled by patients. The factors associated with no-shows were Medicaid (odds ratio [OR] 1.63, 95% confidence interval [CI] 1.26 to 2.12, p <0.001), previous no-show (OR per 1% increase in previous no-show rate 1.13, 95% CI 1.12 to 1.15, p <0.001), satellite clinic location (OR 3.15, 95% CI 2.06 to 4.74, p <0.001), virtual visit (OR 1.97, 95% CI 1.28 to 2.92, p = 0.001), and Hispanic ethnicity (OR 1.48, 95% CI 1.03 to 2.10, p = 0.031). The factors associated with cancelations were female gender (OR 1.45, 95% CI 1.25 to 1.68, p <0.001) and virtual visits (OR 2.24, 95% CI 1.50 to 3.40, p <0.001). Social worker outreach calls did not impact frequency of rescheduling. No patients accepted additional support. In conclusion, Medicaid insurance, previous number of no-shows, and Hispanic ethnicity were found to be associated with a higher risk of no-show, identifying a high-risk population that may benefit from targeted interventions. Social worker outreach did not have an appreciable impact on the rescheduling rates.
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Affiliation(s)
- Lidija McGrath
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon.
| | - Karishma Patel
- Department of Medicine, University of California San Francisco, San Francisco, California
| | - Ibett Colina Garcia
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon
| | - Evan Shalen
- Division of Cardiology, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon
| | - Yunwoo Burton
- Division of Cardiology, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon
| | - Abigail Khan
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health and Science University, Portland, Oregon
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22
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Oluyomi AO, Schneider SC, Christian C, Alvarez JM, Smárason O, Goodman WK, Storch EA. Geospatial Distribution of Obsessive-Compulsive Disorder Specialists: Understanding Access as a Function of Distance, Insurance Status, and Neighborhood Socioeconomic Status. J Obsessive Compuls Relat Disord 2023; 38:100829. [PMID: 37614722 PMCID: PMC10443932 DOI: 10.1016/j.jocrd.2023.100829] [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: 08/25/2023]
Abstract
Obsessive-compulsive disorder is an impairing psychiatric condition affecting 1-2% of adults and youth. Cognitive-behavioral therapy with exposure and response prevention (CBT) is an efficacious intervention but requires specialty training and access is often limited. While certain factors are associated with treatment access, one key barrier that has not been explored is the geographic availability of OCD treatment providers. Using integrated geographically-referenced data, we examined the geographic distribution of OCD CBT specialty providers across the state of Texas, with particular attention to the relationship to neighborhood socioeconomic disadvantage, insurance status, and rural versus urban status. We found that specialist providers are almost exclusively located inside the highly urbanized parts of the state, primarily in more affluent areas, and often only accept self-pay. The characteristics of the areas located the furthest away from specialty OCD care include a high proportion of persons identifying as Hispanic; a high proportion of non-English speakers, households with income below poverty; households with no vehicles; and persons with no health insurance. Average household income decreased as distances from specialist providers increased. Broadly, findings confirm that OCD CBT specialty providers are clustered in large socially advantaged areas and that economic disadvantage remains a significant barrier to care. As inadequate or inappropriate treatment of OCD is likely to result in sustained and impairing symptoms, this is of great concern.
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Affiliation(s)
- Abiodun O Oluyomi
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Environmental Health Service, Department of Family and Community Medicine, Baylor College of Medicine, Houston, TX, USA
- Gulf Coast Center for Precision Environmental Health, Baylor College of Medicine, Houston, TX, USA
| | - Sophie C Schneider
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Catherine Christian
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Juan M Alvarez
- Section of Epidemiology and Population Sciences, Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Orri Smárason
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
- Faculty of Psychology, University of Iceland, Reykjavik, Iceland
| | - Wayne K Goodman
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
| | - Eric A Storch
- Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, TX, USA
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23
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Meyers B, Nyce J, Zhang J, Frank LH, Balaras E, Vlachos PP, Loke YH. Intracardiac Flow Analysis of the Right Ventricle in Pediatric Patients With Repaired Tetralogy of Fallot Using a Novel Color Doppler Velocity Reconstruction. J Am Soc Echocardiogr 2023; 36:644-653. [PMID: 36822439 PMCID: PMC10247486 DOI: 10.1016/j.echo.2023.02.008] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 02/08/2023] [Accepted: 02/10/2023] [Indexed: 02/25/2023]
Abstract
BACKGROUND Repaired tetralogy of Fallot (RTOF) patients will develop right ventricular (RV) dysfunction from chronic pulmonary regurgitation (PR). Cardiac magnetic resonance sequences such as four-dimensional flow can demonstrate altered vorticity and flow energy loss (FEL); however, they are not as available as conventional echocardiography (echo). The study determined whether a novel, vendor-independent Doppler velocity reconstruction (DoVeR) could measure RV intracardiac flow in conventional echo of RTOF patients. The primary hypothesis was that DoVeR could detect increased vorticity and diastolic FEL in RTOF patients. METHODS Repaired tetralogy of Fallot patients with echo were retrospectively paired with age-/size-matched controls. Doppler velocity reconstruction employed the stream function-vorticity equation to approximate intracardiac flow fields from color Doppler. A velocity field of the right ventricle was reconstructed from the apical 4-chamber view. Vortex strength (VS, area integral of vorticity) and FEL were derived from DoVeR. Cardiac magnetic resonance and exercise stress parameters (performed within 1 year of echo) were collected for analysis. RESULTS Twenty RTOF patients and age-matched controls were included in the study. Mean regurgitant fraction was 40.5% ± 7.6%, and indexed RV end-diastolic volume was 158 ± 36 mL/m2. Repaired tetralogy of Fallot patients had higher total, mean diastolic, and peak diastolic VS (P = .0013, P = .0012, P = .0032, respectively) and higher total, mean diastolic, and peak diastolic body surface area-indexed FEL (P = .0016, P = .0022, P < .001, respectively). Peak diastolic indexed FEL and peak diastolic VS had weak-to-moderate negative correlation with RV ejection fraction (r = -0.52 [P = .019] and r = -0.49 [P = .030], respectively) and left ventricular ejection fraction (r = -0.47 [P = .034] and r = -0.64 [P = .002], respectively). Mean diastolic indexed FEL and VS had moderate-to-strong negative correlation with percent predicted maximal oxygen consumption (r = -0.69 [P = .012] and r = -0.75 [P = .006], respectively). CONCLUSIONS DoVeR can detect alterations to intracardiac flow in RTOF patients from conventional color Doppler imaging. Echo-based measures of diastolic VS and FEL correlated with ventricular function. DoVeR has the potential to provide serial evaluation of abnormal flow dynamics in RTOF patients.
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Affiliation(s)
- Brett Meyers
- School of Mechanical Engineering, Purdue University, West Lafayette, Indiana
| | - Jonathan Nyce
- Department of Cardiology, Children's National Hospital, Washington, D.C
| | - Jiacheng Zhang
- School of Mechanical Engineering, Purdue University, West Lafayette, Indiana
| | - Lowell H Frank
- Department of Cardiology, Children's National Hospital, Washington, D.C
| | - Elias Balaras
- School of Engineering & Applied Science, George Washington University, Washington, D.C
| | - Pavlos P Vlachos
- School of Mechanical Engineering, Purdue University, West Lafayette, Indiana
| | - Yue-Hin Loke
- Department of Cardiology, Children's National Hospital, Washington, D.C..
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24
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Nicholson C, Hanly M, Celermajer DS. An interactive geographic information system to inform optimal locations for healthcare services. PLOS DIGITAL HEALTH 2023; 2:e0000253. [PMID: 37155602 PMCID: PMC10166531 DOI: 10.1371/journal.pdig.0000253] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 04/11/2023] [Indexed: 05/10/2023]
Abstract
Large health datasets can provide evidence for the equitable allocation of healthcare resources and access to care. Geographic information systems (GIS) can help to present this data in a useful way, aiding in health service delivery. An interactive GIS was developed for the adult congenital heart disease service (ACHD) in New South Wales, Australia to demonstrate its feasibility for health service planning. Datasets describing geographic boundaries, area-level demographics, hospital driving times, and the current ACHD patient population were collected, linked, and displayed in an interactive clinic planning tool. The current ACHD service locations were mapped, and tools to compare current and potential locations were provided. Three locations for new clinics in rural areas were selected to demonstrate the application. Introducing new clinics changed the number of rural patients within a 1-hour drive of their nearest clinic from 44·38% to 55.07% (79 patients) and reduced the average driving time from rural areas to the nearest clinic from 2·4 hours to 1·8 hours. The longest driving time was changed from 10·9 hours to 8·9 hours. A de-identified public version of the GIS clinic planning tool is deployed at https://cbdrh.shinyapps.io/ACHD_Dashboard/. This application demonstrates how a freely available and interactive GIS can be used to aid in health service planning. In the context of ACHD, GIS research has shown that adherence to best practice care is impacted by patients' accessibility to specialist services. This project builds on this research by providing opensource tools to build more accessible healthcare services.
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Affiliation(s)
- Calum Nicholson
- Central Clinical School, University of Sydney Faculty of Medicine and Health, Darlington, New South Wales, Australia
- Clinical Research Group, Heart Research Institute, Newtown, New South Wales, Australia
- Cardiology Department, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
| | - Mark Hanly
- Centre for Big Data Research in Health, University of New South Wales, Kensington, New South Wales, Australia
| | - David S. Celermajer
- Central Clinical School, University of Sydney Faculty of Medicine and Health, Darlington, New South Wales, Australia
- Clinical Research Group, Heart Research Institute, Newtown, New South Wales, Australia
- Cardiology Department, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia
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25
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Cohen MI, Cohen JE, St Louis J. Health Care Expenditures in Cardiac Children: The Time to Act Is Now. J Am Coll Cardiol 2023; 81:1618-1620. [PMID: 37076216 DOI: 10.1016/j.jacc.2023.03.379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 03/06/2023] [Indexed: 04/21/2023]
Affiliation(s)
| | | | - James St Louis
- Inova L.J. Murphy Children's Hospital, Fairfax, Virginia, USA
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26
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Karsenty C, Djeddai C, Cohen A, Bonnet G, Ma I, Vignaud P, Thambo JB, Di Filippo S, Acar P, Ladouceur M. Training young cardiologists in adult congenital heart disease should be a priority: Results of a French survey. Arch Cardiovasc Dis 2023; 116:167-169. [PMID: 36639299 DOI: 10.1016/j.acvd.2022.12.001] [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: 09/02/2022] [Revised: 12/06/2022] [Accepted: 12/07/2022] [Indexed: 01/06/2023]
Affiliation(s)
- Clément Karsenty
- Paediatric and Adult Congenital Cardiology Unit, CHU Toulouse, 330, avenue de Grande Bretagne, 31059 Toulouse cedex 9, France; Institut des maladies métaboliques et cardiovasculaires, université de Toulouse, Inserm U1048, I2MC, 31432 Toulouse, France.
| | - Camelia Djeddai
- Paediatric and Adult Congenital Cardiology Unit, CHU Toulouse, 330, avenue de Grande Bretagne, 31059 Toulouse cedex 9, France
| | - Ariel Cohen
- Department of Cardiology, Saint-Antoine and Tenon Hospital, AP-HP, Inserm UMRS-ICAN 1166 and Sorbonne université, 75013 Paris, France
| | - Guillaume Bonnet
- Centre de recherche cardiovasculaire de Paris, Inserm U970, 75015 Paris, France
| | - Iris Ma
- Institut des cardiopathies congénitales de Tours, CHRU de Tours, centre hospitalier regional universitaire de Tours, université François-Rabelais, 37000 Tours, France
| | - Paul Vignaud
- Paediatric and Adult Congenital Cardiology Unit, CHU Toulouse, 330, avenue de Grande Bretagne, 31059 Toulouse cedex 9, France
| | - Jean-Benoit Thambo
- Department of Paediatric and Adult Congenital Cardiology, University Hospital of Bordeaux; IHU Liryc, fondation Bordeaux université, centre de recherche cardiothoracique de Bordeaux, Inserm, 33600 Pessac, France
| | - Sylvie Di Filippo
- Service de cardiologie pédiatrique, groupe hospitalier Est, CHU de Lyon, 69677 Bron, France
| | - Philippe Acar
- Paediatric and Adult Congenital Cardiology Unit, CHU Toulouse, 330, avenue de Grande Bretagne, 31059 Toulouse cedex 9, France
| | - Magalie Ladouceur
- Centre de recherche cardiovasculaire de Paris, Inserm U970, 75015 Paris, France; Centre de référence des malformations cardiaques congénitales complexes, M3C, Adult Congenital Heart Disease Unit, hôpital européen Georges-Pompidou, AP-HP, Paris Cité University, 75015 Paris, France
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27
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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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28
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Bauser-Heaton H, Aggarwal V, Graziano JN, Ligon RA, Keeshan B, Stapleton G, Sutton NJ, Fleming G, El-Said H, Kim D, Ing FF. Health Care Disparities in Congenital Cardiology: Considerations Through the Lens of an Interventional Cardiologist. JOURNAL OF THE SOCIETY FOR CARDIOVASCULAR ANGIOGRAPHY & INTERVENTIONS 2022; 1:100388. [PMID: 39131467 PMCID: PMC11308374 DOI: 10.1016/j.jscai.2022.100388] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/29/2022] [Accepted: 05/23/2022] [Indexed: 08/13/2024]
Abstract
When resources in a society are dispersed unevenly, generally through allocation standards, distinct patterns emerge along lines of socially defined categories of people. Power, religion, kinship, prestige, race, ethnicity, gender, age, sexual orientation, and class all play a role in determining who has access to social goods in society. In most cases, social inequality refers to a lack of equality of outcome, but it can also refer to a lack of equality of access to opportunity. Unfortunately, health care is not immune to these social disparities and/or inequalities. These health care disparities in interventional cardiology were recently brought to the forefront by the Society for Cardiovascular Angiography and Interventions (SCAI) as a major focus of 2020-2021. In a recent publication, unique factors leading to disparities were reported to exist among the subsections of interventional cardiology. The congenital heart disease council of SCAI created a task force to further investigate the unique challenges and disparities impacting the practice of congenital heart disease and pediatric cardiology.
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Affiliation(s)
- Holly Bauser-Heaton
- Division of Cardiology, Department of Pediatrics, Emory University, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Varun Aggarwal
- Division of Pediatric Cardiology, Department of Pediatrics, University of Minnesota, Minneapolis, Minnesota
| | | | - R. Allen Ligon
- Division of Cardiology, Department of Pediatrics, Emory University, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Britton Keeshan
- Division of Cardiology, Department of Pediatrics, Yale New Haven Children’s Hospital, New Haven, Connecticut
| | - Gary Stapleton
- Department of Cardiology, Texas Children’s Hospital, Houston, Texas
| | - Nicole J. Sutton
- Division of Pediatric Cardiology, The Children’s Hospital at Montefiore, Bronx, New York
| | - Gregory Fleming
- Division of Pediatric Cardiology, Department of Pediatrics, Duke University Medical Center, Durham, North Carolina
| | - Howaida El-Said
- Division of Pediatric Cardiology, Rady Children’s Hospital, University of California, San Diego, California
| | - Dennis Kim
- Division of Cardiology, Department of Pediatrics, Emory University, Children’s Healthcare of Atlanta, Atlanta, Georgia
| | - Frank F. Ing
- Division of Pediatric Cardiology, Children’s Hospital, University of California Davis, Sacramento, California
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29
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Owen MJ, Lefebvre S, Hansen C, Kunard CM, Dimmock DP, Smith LD, Scharer G, Mardach R, Willis MJ, Feigenbaum A, Niemi AK, Ding Y, Van Der Kraan L, Ellsworth K, Guidugli L, Lajoie BR, McPhail TK, Mehtalia SS, Chau KK, Kwon YH, Zhu Z, Batalov S, Chowdhury S, Rego S, Perry J, Speziale M, Nespeca M, Wright MS, Reese MG, De La Vega FM, Azure J, Frise E, Rigby CS, White S, Hobbs CA, Gilmer S, Knight G, Oriol A, Lenberg J, Nahas SA, Perofsky K, Kim K, Carroll J, Coufal NG, Sanford E, Wigby K, Weir J, Thomson VS, Fraser L, Lazare SS, Shin YH, Grunenwald H, Lee R, Jones D, Tran D, Gross A, Daigle P, Case A, Lue M, Richardson JA, Reynders J, Defay T, Hall KP, Veeraraghavan N, Kingsmore SF. An automated 13.5 hour system for scalable diagnosis and acute management guidance for genetic diseases. Nat Commun 2022; 13:4057. [PMID: 35882841 PMCID: PMC9325884 DOI: 10.1038/s41467-022-31446-6] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Accepted: 06/08/2022] [Indexed: 12/31/2022] Open
Abstract
While many genetic diseases have effective treatments, they frequently progress rapidly to severe morbidity or mortality if those treatments are not implemented immediately. Since front-line physicians frequently lack familiarity with these diseases, timely molecular diagnosis may not improve outcomes. Herein we describe Genome-to-Treatment, an automated, virtual system for genetic disease diagnosis and acute management guidance. Diagnosis is achieved in 13.5 h by expedited whole genome sequencing, with superior analytic performance for structural and copy number variants. An expert panel adjudicated the indications, contraindications, efficacy, and evidence-of-efficacy of 9911 drug, device, dietary, and surgical interventions for 563 severe, childhood, genetic diseases. The 421 (75%) diseases and 1527 (15%) effective interventions retained are integrated with 13 genetic disease information resources and appended to diagnostic reports ( https://gtrx.radygenomiclab.com ). This system provided correct diagnoses in four retrospectively and two prospectively tested infants. The Genome-to-Treatment system facilitates optimal outcomes in children with rapidly progressive genetic diseases.
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Affiliation(s)
- Mallory J. Owen
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Sebastien Lefebvre
- grid.422288.60000 0004 0408 0730Alexion Pharmaceuticals, Inc., Boston, MA 02210 USA
| | - Christian Hansen
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Chris M. Kunard
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - David P. Dimmock
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.419735.d0000 0004 0615 8415Keck Graduate Institute, Claremont, CA 91711 USA
| | - Laurie D. Smith
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA
| | - Gunter Scharer
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA
| | - Rebecca Mardach
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Mary J. Willis
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA
| | - Annette Feigenbaum
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Anna-Kaisa Niemi
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Yan Ding
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Luca Van Der Kraan
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Katarzyna Ellsworth
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Lucia Guidugli
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Bryan R. Lajoie
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | | | | | - Kevin K. Chau
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Yong H. Kwon
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Zhanyang Zhu
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Sergey Batalov
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Shimul Chowdhury
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.419735.d0000 0004 0615 8415Keck Graduate Institute, Claremont, CA 91711 USA
| | - Seema Rego
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - James Perry
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Mark Speziale
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Mark Nespeca
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA ,grid.266100.30000 0001 2107 4242Department of Neuroscience, University of California San Diego, San Diego, CA 92093 USA
| | - Meredith S. Wright
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.419735.d0000 0004 0615 8415Keck Graduate Institute, Claremont, CA 91711 USA
| | | | | | - Joe Azure
- Fabric Genomics, Inc., Oakland, CA 94612 USA
| | - Erwin Frise
- Fabric Genomics, Inc., Oakland, CA 94612 USA
| | | | - Sandy White
- Fabric Genomics, Inc., Oakland, CA 94612 USA
| | - Charlotte A. Hobbs
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Sheldon Gilmer
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Gail Knight
- grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Albert Oriol
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Jerica Lenberg
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.419735.d0000 0004 0615 8415Keck Graduate Institute, Claremont, CA 91711 USA
| | - Shareef A. Nahas
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Kate Perofsky
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Kyu Kim
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Jeanne Carroll
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Nicole G. Coufal
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Erica Sanford
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA
| | - Kristen Wigby
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.266100.30000 0001 2107 4242Department of Pediatrics, University of California San Diego, San Diego, CA 92093 USA
| | - Jacqueline Weir
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Vicki S. Thomson
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Louise Fraser
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Seka S. Lazare
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Yoon H. Shin
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | | | - Richard Lee
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - David Jones
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Duke Tran
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Andrew Gross
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Patrick Daigle
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Anne Case
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Marisa Lue
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | | | - John Reynders
- grid.422288.60000 0004 0408 0730Alexion Pharmaceuticals, Inc., Boston, MA 02210 USA
| | - Thomas Defay
- grid.422288.60000 0004 0408 0730Alexion Pharmaceuticals, Inc., Boston, MA 02210 USA
| | - Kevin P. Hall
- grid.185669.50000 0004 0507 3954Illumina, Inc., San Diego, CA 92122 USA
| | - Narayanan Veeraraghavan
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA
| | - Stephen F. Kingsmore
- grid.286440.c0000 0004 0383 2910Rady Children’s Institute for Genomic Medicine, San Diego, CA 92123 USA ,grid.286440.c0000 0004 0383 2910Rady Children’s Hospital, San Diego, CA 92123 USA ,grid.419735.d0000 0004 0615 8415Keck Graduate Institute, Claremont, CA 91711 USA
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Kovacs AH, Brouillette J, Ibeziako P, Jackson JL, Kasparian NA, Kim YY, Livecchi T, Sillman C, Kochilas LK. Psychological Outcomes and Interventions for Individuals With Congenital Heart Disease: A Scientific Statement From the American Heart Association. Circ Cardiovasc Qual Outcomes 2022; 15:e000110. [DOI: 10.1161/hcq.0000000000000110] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Although resilience and high quality of life are demonstrated by many individuals with congenital heart disease, a range of significant psychological challenges exists across the life span for this growing patient population. Psychiatric disorders represent the most common comorbidity among people with congenital heart disease. Clinicians are becoming increasingly aware of the magnitude of this problem and its interplay with patients’ physical health, and many seek guidance and resources to improve emotional, behavioral‚ and social outcomes. This American Heart Association scientific statement summarizes the psychological outcomes of patients with congenital heart disease across the life span and reviews age-appropriate mental health interventions, including psychotherapy and pharmacotherapy. Data from studies on psychotherapeutic, educational‚ and pharmacological interventions for this population are scarce but promising. Models for the integration of mental health professionals within both pediatric and adult congenital heart disease care teams exist and have shown benefit. Despite strong advocacy by patients, families‚ and health care professionals, however, initiatives have been slow to move forward in the clinical setting. It is the goal of this scientific statement to serve as a catalyst to spur efforts for large-scale research studies examining psychological experiences, outcomes, and interventions tailored to this population and for integrating mental health professionals within congenital heart disease interdisciplinary teams to implement a care model that offers patients the best possible quality of life.
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31
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Cai AW, Constantine A, Bartolacelli Y, Krieger EV. Training to care for adults with congenital heart disease in the USA and Europe. BRITISH HEART JOURNAL 2022; 108:1498-1499. [PMID: 35831015 DOI: 10.1136/heartjnl-2022-321156] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Amanda W Cai
- Adult Congenital Heart Disease, The University of Washington, Seattle, Washington, USA
| | - Andrew Constantine
- Adult Congenital Heart Centre and Centre for Pulmonary Hypertension, Royal Brompton Hospital, London, UK
| | - Ylenia Bartolacelli
- Pediatric Cardiology and GUCH Unit, Azienda Ospedaliero-Universitaria di Bologna Policlinico Sant'Orsola-Malpighi, Bologna, Italy
| | - Eric V Krieger
- Adult Congenital Heart Disease, The University of Washington, Seattle, Washington, USA
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Lynn MM, Salemi JL, Meath CJ, Dolgner SJ, Morris SA, Sexson Tejtel SK, Lopez KN. Lesion-specific mortality due to congenital heart disease in U.S. adults from 1999 to 2017. Birth Defects Res 2022; 114:725-745. [PMID: 35593518 DOI: 10.1002/bdr2.2044] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 04/12/2022] [Accepted: 05/03/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Adults with congenital heart disease (ACHD) comprise an increasing proportion of individuals living with CHD in the United States (US) although little is known regarding lesion or age-specific mortality in the modern era. Our study aimed to describe current era ACHD mortality rates by age and CHD lesion and provide temporal mortality rate trends for the last two decades. METHODS We conducted a 19-year analysis (1999-2017) of publicly available, de-identified Multiple Cause of Death data compiled and produced by the National Center for Health Statistics. Age and lesion-specific mortality rates were calculated using joinpoint regression. RESULTS ACHD mortality rates decreased by an average of 2%-4% per year for all adults. CHD lesions resulting in the highest ACHD-related mortality varied by age. Unlike the other lesions, mortality attributed to single ventricle physiology failed to improve in early adulthood (average of 1.6% increase per year). In decedents age 65 years or older, simpler forms of CHD like shunt lesions became more prominent contributors, accounting for 46% of deaths. CONCLUSION Rates of mortality due to ACHD have declined significantly for adults with CHD, however, continued mortality due to single ventricle physiology remains an area requiring improved strategies to increase survival.
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Affiliation(s)
- Melodie M Lynn
- Division of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas, USA.,Baylor College of Medicine, Houston, Texas, USA
| | - Jason L Salemi
- College of Public Health, University of South Florida, Tampa, Florida, USA.,Department of Obstetrics and Gynecology, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | | | - Stephen J Dolgner
- Division of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas, USA.,Baylor College of Medicine, Houston, Texas, USA.,Adult Congenital Heart Disease Program, Texas Children's Hospital, Houston, Texas, USA
| | - Shaine A Morris
- Division of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas, USA.,Baylor College of Medicine, Houston, Texas, USA
| | - S Kristen Sexson Tejtel
- Division of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas, USA.,Baylor College of Medicine, Houston, Texas, USA
| | - Keila N Lopez
- Division of Pediatric Cardiology, Department of Pediatrics, Texas Children's Hospital, Houston, Texas, USA.,Baylor College of Medicine, Houston, Texas, USA
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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: 74] [Impact Index Per Article: 24.7] [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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Bradley EA, Khan A, McNeal DM, Bravo‐Jaimes K, Khanna A, Cook S, Opotowsky AR, John A, Lee M, Pasquali S, Daniels CJ, Pernick M, Kirkpatrick JN, Gurvitz M. Operational and Ethical Considerations for a National Adult Congenital Heart Disease Database. J Am Heart Assoc 2022; 11:e022338. [PMID: 35301853 PMCID: PMC9075495 DOI: 10.1161/jaha.121.022338] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Accepted: 02/17/2022] [Indexed: 11/18/2022]
Abstract
As more adults survive with congenital heart disease, the need to better understand the long-term complications, and comorbid disease will become increasingly important. Improved care and survival into the early and late adult years for all patients equitably requires accurate, timely, and comprehensive data to support research and quality-based initiatives. National data collection in adult congenital heart disease will require a sound foundation emphasizing core ethical principles that acknowledge patient and clinician perspectives and promote national collaboration. In this document we examine these foundational principles and offer suggestions for developing an ethically responsible and inclusive framework for national ACHD data collection.
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Affiliation(s)
- Elisa A. Bradley
- The Ohio State University Wexner Medical CenterDorothy M. Davis Heart and Lung Research InstituteColumbusOH
- Division of Cardiovascular MedicineHeart and Vascular InstitutePenn State University College of MedicineHersheyPA
| | - Abigail Khan
- Adult Congenital Heart ProgramKnight Cardiovascular InstituteOregon Health and Science UniversityPortlandOR
- Department of MedicineUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Demetria M. McNeal
- Department of MedicineUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Katia Bravo‐Jaimes
- Division of Cardiovascular MedicineUniversity of CaliforniaLos AngelesCA
| | - Amber Khanna
- Department of MedicineUniversity of Colorado Anschutz Medical CampusAuroraCO
| | - Stephen Cook
- Indiana University Health and Riley Children's HospitalIndianapolisIN
| | - Alexander R. Opotowsky
- Department of PediatricsThe Heart InstituteCincinnati Children's HospitalUniversity of Cincinnati College of MedicineCincinnatiOH
| | - Anitha John
- Division of CardiologyChildren's National Health SystemWashingtonDC
| | - Marc Lee
- The Heart Center, Nationwide Children's HospitalColumbusOH
| | - Sara Pasquali
- Department of Pediatric CardiologyUniversity of Michigan and Mott Children's HospitalAnn ArborMI
| | - Curt J. Daniels
- Division of Cardiovascular Medicine & Nationwide Children’s HospitalThe Ohio State University Department of Internal MedicineColumbusOH
| | - Michael Pernick
- Board of Directors MemberAdult Congenital Heart AssociationMediaPA
| | - James N. Kirkpatrick
- University of Washington Heart Institute and Department of Bioethics and HumanitiesSeattleWA
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Abstract
INTRODUCTION Adults with congenital heart disease (CHD) face a unique set of medical, psychological, and social challenges, and access to specialised adult congenital heart disease care has been associated with improved outcomes. Rural adults with CHD may represent a uniquely disadvantaged group given additional challenges when accessing specialised care. The aim of this study was to investigate the challenges faced by adults with CHD in accessing outpatient cardiac care, with a specific focus on understanding differences between urban- and rural-dwelling patients. METHODS This cross-sectional, survey-based study took place in the adult congenital heart disease clinic at an urban academic medical center. Additional medical information was abstracted in a retrospective manner from the electronic health record. In addition to descriptive statistics, t-tests and Chi-square tests were performed to investigate differences between urban and rural dwelling patients. RESULTS A total of 100 patients participated in the study (mean age 40 ± 13 years, 60% female, 18% rural dwelling). Across the total sample, the median driving distance to clinic was 20 miles (interquartile range 12-77); it was 15 miles for urban dwellers and 77 miles for rural dwelling patients (p < 0.001). The most commonly identified barriers to cardiac clinic visits were financial losses related to taking time off from work (39%), distance of clinic from home (33%), and weather (33%). Compared to urban dwelling patients, on average those who were rural dwelling had a lower level of education (p = 0.04), more difficulty paying insurance premiums (p < 0.001) and copays (p = 0.005), and were more likely to identify the distance from clinic (p = 0.05) and having to go into the city (p = 0.02) as barriers to clinic appointments. CONCLUSIONS The financial impact and distance to clinic were the most commonly identified barriers to outpatient cardiac care in this cohort of adults with CHD. These barriers, along with difficulty paying insurance premiums, are more common in rural dwelling patients. Initiatives such as telemedicine visits or providing financial subsidies for travel and treatment could help to expand specialty adult congenital heart disease care and better serve this growing patient population.
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36
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John AS, Jackson JL, Moons P, Uzark K, Mackie AS, Timmins S, Lopez KN, Kovacs AH, Gurvitz M. Advances in Managing Transition to Adulthood for Adolescents With Congenital Heart Disease: A Practical Approach to Transition Program Design: A Scientific Statement From the American Heart Association. J Am Heart Assoc 2022; 11:e025278. [PMID: 35297271 PMCID: PMC9075425 DOI: 10.1161/jaha.122.025278] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
It is now expected that most individuals with congenital heart disease will survive to adulthood, including those with complex heart conditions. Maintaining lifelong medical care requires those with congenital heart disease to eventually transfer from pediatric to adult-oriented health care systems. Developing health care transition skills and gaining independence in managing one's own health care is imperative to this process and to ongoing medical and psychosocial success. This scientific statement reviews the recent evidence regarding transition and provides resources, components, and suggestions for development of congenital heart disease transition programs with the goals of improving patient knowledge, self-management, and self-efficacy skills to the level they are capable to eventually integrate smoothly into adult-oriented health care. Specifically, the scientific statement updates 3 sections relevant to transition programming. First, there is a review of specific factors to consider, including social determinants of health, psychosocial well-being, and neurocognitive status. The second section reviews costs of inadequate transition including the public health burden and the impairment in individual quality of life. Finally, the last section discusses considerations and suggestions for transition program design including communication platforms, a family-centered approach, and individual models. Although this scientific statement reviews recent literature surrounding transitions of care for individuals with congenital heart disease there remain significant knowledge gaps. As a field, we have yet to determine ideal timing and methods of transition, and barriers to transition and transfer remain, particularly for the underserved populations. The consequences of poor health care transition are great and garnering outcomes and information through organized, multifaceted, collaborative approaches to transition is critical to improving the lifelong care of individuals with congenital heart disease.
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Evans WN, Acherman RJ, Mayman GA, Galindo A, Rothman A, Samson R, Ciccolo ML, Lehoux J, Restrepo H. Low discontinuity of care rate for adults with complex congenital heart disease: A single center's experience. PROGRESS IN PEDIATRIC CARDIOLOGY 2022. [DOI: 10.1016/j.ppedcard.2021.101461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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Steiner JM, West KM, Bayley E, Pechan J, Engelberg RA, Albright C, Buber J. Patient perspectives on clinician-patient partnerships to achieve comprehensive pregnancy care in adult congenital heart disease. INTERNATIONAL JOURNAL OF CARDIOLOGY CONGENITAL HEART DISEASE 2022; 7:100312. [PMID: 39712266 PMCID: PMC11657838 DOI: 10.1016/j.ijcchd.2021.100312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 11/11/2021] [Accepted: 12/15/2021] [Indexed: 10/19/2022] Open
Abstract
Background Because adverse events are more common than in the general population, pregnancy is a high-risk experience for some patients with adult congenital heart disease (ACHD). Guidelines for pregnancy are based on published literature, informed by adverse clinical outcomes with less priority given to patients' lived experiences. This study aims to describe ACHD patients' expectations for and experiences with pregnancy, including factors that influenced patients' perceived quality of care." Methods We conducted a qualitative study of 25 patients who received care between 2010 and 2019. Purposive sampling was used to gain diversity in ACHD lesion complexity, race, age at pregnancy, and marital status. Semi-structured telephone interview data were analyzed using thematic analysis. Results Mean age at pregnancy was 29 years (range 15-41 years), and 84% had more than one completed pregnancy. ACHD was simple in six participants (24%), moderate in 11 (44%), and complex in eight (32%). Participants' perceptions of pregnancy care were influenced by their experiences in four domains: 1) their existing expectations, derived from prior clinicians' counsel and from observations of others' pregnancies; 2) clinicians' ability and willingness to partner with the patient to address their individual needs, including pre-pregnancy testing, pregnancy education, and planning for birth and delivery; 3) clinicians' recommendations that account for logistical reality and patients' unique life situations; and 4) the importance of clinician confidence and communication in providing care for patients with ACHD. Conclusion To achieve positive pregnancy outcomes, ACHD patients favor partnerships with clinicians centered on education, realistic recommendations, and good communication.
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Affiliation(s)
- Jill M. Steiner
- Division of Cardiology, Department of Medicine & Cambia Palliative Care Center of Excellence; University of Washington, 1959 NE Pacific St., HSB C502, Box 356422, Seattle, WA, 98195, USA
| | - Kathleen M. West
- School of Public Health, University of Washington, Seattle, WA, USA
| | - Elizabeth Bayley
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Jaimie Pechan
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, WA, USA
| | - Ruth A. Engelberg
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine & Cambia Palliative Care Center of Excellence; University of Washington, Seattle, WA, USA
| | - Catherine Albright
- Department of Obstetrics & Gynecology, University of Washington, Seattle, WA, USA
| | - Jonathan Buber
- Division of Cardiology, Department of Medicine, University of Washington, Seattle, WA, USA
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Harrison DJ, Uzark K, Gauvreau K, Yu S, Lowery R, Yetman AT, Cramer J, Rudd N, Cohen S, Gurvitz M. Transition readiness in congenital heart disease: Are teens and young adults getting the recommended information? INTERNATIONAL JOURNAL OF CARDIOLOGY CONGENITAL HEART DISEASE 2022; 7:100311. [PMID: 39712281 PMCID: PMC11657934 DOI: 10.1016/j.ijcchd.2021.100311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 11/29/2021] [Accepted: 12/15/2021] [Indexed: 11/16/2022] Open
Abstract
Background The 2011 American Heart Association best practices statement on transition for young adults with congenital heart disease (CHD) addresses both medical transfer of care and transition to independent adulthood. The statement specifically includes information regarding both medical and lifestyle issues. The aim of this study is to evaluate medical and lifestyle-related areas of knowledge of teens with CHD to help identify targets for potential intervention. Methods Multicenter cohort study using a validated transition readiness assessment questionnaire, divided into medical, lifestyle and, for females, pregnancy/family planning knowledge. Results were reported as knowledge deficit, or percentage of items that respondents indicated they did not know. Results: 401 patients were included across four U.S. tertiary care centers (median age 18.7 years, range 14-25). Average perceived medical knowledge deficit was 19%, lifestyle knowledge deficit was 19%, and pregnancy/family planning knowledge deficit was 53%. Despite similar combined scores, females outperformed males in medical knowledge (P = 0.03), while males outperformed females in lifestyle knowledge (P < 0.001). Moderate CHD complexity patients scored highest in medical knowledge, while simple CHD scored lowest (P = 0.01), and CHD complexity did not affect lifestyle scores. Taking cardiac medications or having an IEP, had no effect. Conclusion Teens and young adults with CHD exhibit similar overall knowledge between medical and lifestyle factors, but differences exist between males and females in each subcategory. Efforts to improve patient knowledge are needed, particularly for those with simple and complex CHD, and improving information regarding pregnancy and family planning.
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Affiliation(s)
| | - Karen Uzark
- University of Michigan Mott Children's Hospital, Ann Arbor, MI, USA
| | | | - Sunkyung Yu
- University of Michigan Mott Children's Hospital, Ann Arbor, MI, USA
| | - Ray Lowery
- University of Michigan Mott Children's Hospital, Ann Arbor, MI, USA
| | | | | | - Nancy Rudd
- Children's Hospital of Wisconsin, Milwaukee, WI, USA
| | - Scott Cohen
- Children's Hospital of Wisconsin, Milwaukee, WI, USA
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Khan AM, McGrath LB, Ramsey K, Agarwal A, Slatore CG, Broberg CS. Distance to Care, Rural Dwelling Status, and Patterns of Care Utilization in Adult Congenital Heart Disease. Pediatr Cardiol 2022; 43:532-540. [PMID: 34705069 DOI: 10.1007/s00246-021-02750-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 10/03/2021] [Indexed: 10/20/2022]
Abstract
Many patients with adult congenital heart disease (ACHD) do not receive guideline-directed care. While distance to an ACHD center has been identified as a potential barrier to care, the impact of distance on care location is not well understood. The Oregon All Payer All Claims database was queried to identify subjects 18-65 years who had a health encounter from 2010 to 2015 with an International Classification of Diseases-9 code consistent with ACHD. Residence area was classified using metropolitan statistical areas and driving distance was queried from Google Maps. Utilization rates and percentages were calculated and odds ratios were estimated using negative binomial and logistic regression. Of 10,199 identified individuals, 52.4% lived < 1 h from the ACHD center, 37.5% 1-4 h, and 10.1% > 4 h. Increased distance from the ACHD center was associated with a lower rate of ACHD-specific follow-up [< 1 h: 13.0% vs. > 4 h: 5.0%, adjusted OR 0.32 (0.22, 0.48)], but with more inpatient, emergency room, and outpatient visits overall. Those who more lived more than 4 h from the ACHD center had less inpatient visits at urban hospitals (55.5% vs. 93.9% in those < 1 h) and the ACHD center (6.2% vs. 18.2%) and more inpatient admissions at rural or critical access hospitals (25.5% vs. 1.9%). Distance from the ACHD center was associated with a decreased probability of ACHD follow-up but higher health service use overall. Further work is needed to identify strategies to improve access to specialized ACHD care for all individuals with ACHD.
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Affiliation(s)
- Abigail M Khan
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, 97239, USA.
| | - Lidija B McGrath
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, 97239, USA
| | - Katrina Ramsey
- Department of Biostatistics, Oregon Health & Science University, Portland, OR, USA
| | - Anushree Agarwal
- Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Christopher G Slatore
- Center to Improve Veteran Involvement in Care, VA Portland Health Care System, Portland, OR, USA.,Division of Pulmonary & Critical Care Medicine, Department of Medicine, and Department of Radiation Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland, OR, USA.,Section of Pulmonary & Critical Care Medicine, VA Portland Health Care System, Portland, OR, USA
| | - Craig S Broberg
- Adult Congenital Heart Disease Program, Knight Cardiovascular Institute, Oregon Health & Science University, Portland, OR, 97239, USA
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Bullock-Palmer RP, Bravo-Jaimes K, Mamas MA, Grines CL. Socioeconomic Factors and their Impact on Access and Use of Coronary and Structural Interventions. Eur Cardiol 2022; 17:e19. [PMID: 36643068 PMCID: PMC9820075 DOI: 10.15420/ecr.2022.23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 06/28/2022] [Indexed: 01/18/2023] Open
Abstract
In the past few decades, the accelerated improvement in technology has allowed the development of new and effective coronary and structural heart disease interventions. There has been inequitable patient access to these advanced therapies and significant disparities have affected patients from low socioeconomic positions. In the US, these disparities mostly affect women, black and hispanic communities who are overrepresented in low socioeconomic. Other adverse social determinants of health influenced by structural racism have also contributed to these disparities. In this article, we review the literature on disparities in access and use of coronary and structural interventions; delineate the possible reasons underlying these disparities; and highlight potential solutions at the government, healthcare system, community and individual levels.
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Affiliation(s)
| | - Katia Bravo-Jaimes
- Division of Cardiology, Department of Internal Medicine, Ahmanson/UCLA Adult Congenital Heart Disease Center, University of CaliforniaLos Angeles, CA, US
| | - Mamas A Mamas
- Keele Cardiovascular Research Group, Centre for Prognosis Research, Keele UniversityKeele, UK
| | - Cindy L Grines
- Division of Cardiology, Department of Internal Medicine, Northside Cardiovascular Institute, Northside HospitalAtlanta, GA, US
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Moore JA, Sheth SS, Lam WW, Alexander AJ, Shabosky JC, Espaillat A, Lovick DK, Broussard NS, Dyer KJ, Lopez KN. Hope is No Plan: Uncovering Actively Missing Transition-Aged Youth with Congenital Heart Disease. Pediatr Cardiol 2022; 43:1046-1053. [PMID: 35064277 PMCID: PMC8782215 DOI: 10.1007/s00246-022-02823-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 01/07/2022] [Indexed: 11/29/2022]
Abstract
Studies describing gaps in care for youth with congenital heart disease (CHD), focus on those who have returned to care, but rarely those actively missing from care. Our objective was to determine barriers for young adults with CHD actively missing from cardiac care and to re-engage them in care. Retrospective single-center cohort study of cardiology clinic patients ages 15-21 years with CHD between 2012 and 2019 for patients actively missing from care (≥ 12 months beyond requested clinic follow-up). We conducted prospective interviews, offered clinic scheduling information, and recorded cardiac follow-up. Data analyzed using descriptive statistics, univariable, and multivariable logistic regression. Of 1053 CHD patients, 33% (n = 349) were actively missing. Of those missing, 58% were male and median age was 17 years (IQR 16-19). Forty-six percent were Non-Hispanic White, 33% Hispanic, and 9% Black. Moderately complex CHD was in 71%, and 62% had private insurance. Patients with simple CHD, older age at last encounter (18-21), and scheduled follow-up > 12 months from last encounter were more likely to be actively missing. Interviews were completed by 125 patients/parents (36%). Lack of cardiac care was reported in 52%, and common barriers included: insurance (33%), appointment scheduling (26%), and unknown ACHD center care (15%). Roughly half (55%) accepted appointment information, yet only 3% successfully returned. Many patients require assistance beyond CHD knowledge to maintain and re-engage in care. Future interventions should include scheduling assistance, focused insurance maintenance, understanding where to obtain ACHD care, and educating on need for lifelong care.
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Affiliation(s)
- Judson A. Moore
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | - Shreya S. Sheth
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | - Wilson W. Lam
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | | | - John C. Shabosky
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Department of Medicine-Pediatrics, Baylor College of Medicine, Houston, TX USA
| | - Andre Espaillat
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Department of Medicine-Pediatrics, Baylor College of Medicine, Houston, TX USA
| | - Donna K. Lovick
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | - Nicole S. Broussard
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | - Karla J. Dyer
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
| | - Keila N. Lopez
- Department of Pediatrics, Baylor College of Medicine, Houston, TX USA ,Lillie Frank Abercrombie Section of Pediatric Cardiology, Baylor College of Medicine, 6651 Main Street, Houston, TX 77030 USA
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43
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Chowdhury D, Johnson JN, Baker-Smith CM, Jaquiss RDB, Mahendran AK, Curren V, Bhat A, Patel A, Marshall AC, Fuller S, Marino BS, Fink CM, Lopez KN, Frank LH, Ather M, Torentinos N, Kranz O, Thorne V, Davies RR, Berger S, Snyder C, Saidi A, Shaffer K. Health Care Policy and Congenital Heart Disease: 2020 Focus on Our 2030 Future. J Am Heart Assoc 2021; 10:e020605. [PMID: 34622676 PMCID: PMC8751886 DOI: 10.1161/jaha.120.020605] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The congenital heart care community faces a myriad of public health issues that act as barriers toward optimum patient outcomes. In this article, we attempt to define advocacy and policy initiatives meant to spotlight and potentially address these challenges. Issues are organized into the following 3 key facets of our community: patient population, health care delivery, and workforce. We discuss the social determinants of health and health care disparities that affect patients in the community that require the attention of policy makers. Furthermore, we highlight the many needs of the growing adults with congenital heart disease and those with comorbidities, highlighting concerns regarding the inequities in access to cardiac care and the need for multidisciplinary care. We also recognize the problems of transparency in outcomes reporting and the promising application of telehealth. Finally, we highlight the training of providers, measures of productivity, diversity in the workforce, and the importance of patient-family centered organizations in advocating for patients. Although all of these issues remain relevant to many subspecialties in medicine, this article attempts to illustrate the unique needs of this population and highlight ways in which to work together to address important opportunities for change in the cardiac care community and beyond. This article provides a framework for policy and advocacy efforts for the next decade.
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Affiliation(s)
| | - Jonathan N Johnson
- Division of Pediatric Cardiology Mayo Clinic Rochester MN.,Division of Cardiovascular Diseases Mayo Clinic Rochester MN
| | - Carissa M Baker-Smith
- Sidney Kimmel Medical College of Thomas Jefferson UniversityNemours'/Alfred I duPont Hospital for Children Cardiac Center Wilmington DE
| | - Robert D B Jaquiss
- Department of Cardiothoracic Surgery and Pediatrics Children's Hospital and University of Texas, Southwestern Medical Center Dallas TX
| | - Arjun K Mahendran
- Department of Pediatrics University of Florida-Congenital Heart Center Gainesville FL
| | - Valerie Curren
- Division of Cardiology Children's National Hospital Washington DC
| | - Aarti Bhat
- Seattle Children's Hospital and University of Washington Seattle WA
| | - Angira Patel
- Division of Cardiology Ann & Robert H. Lurie Children's Hospital of Chicago Chicago IL.,Department of Pediatrics Northwestern University Feinberg School of Medicine Chicago IL
| | - Audrey C Marshall
- Cardiac Diagnostic and Interventional Unit The Hospital for Sick Children Toronto Ontario Canada
| | - Stephanie Fuller
- Division of Cardiothoracic Surgery Children's Hospital of Philadelphia Philadelphia PA
| | - Bradley S Marino
- Division of Cardiology Ann & Robert H. Lurie Children's Hospital of Chicago Chicago IL.,Department of Pediatrics Northwestern University Feinberg School of Medicine Chicago IL
| | - Christina M Fink
- Department of Pediatric Cardiology Cleveland Clinic Cleveland OH
| | - Keila N Lopez
- Lillie Frank Abercrombie Section of Cardiology Department of Pediatrics Texas Children's HospitalBaylor College of Medicine Houston TX
| | - Lowell H Frank
- Division of Cardiology Children's National Hospital Washington DC
| | | | | | | | | | - Ryan R Davies
- Department of Cardiothoracic Surgery and Pediatrics Children's Hospital and University of Texas, Southwestern Medical Center Dallas TX
| | - Stuart Berger
- Division of Cardiology Ann & Robert H. Lurie Children's Hospital of Chicago Chicago IL.,Department of Pediatrics Northwestern University Feinberg School of Medicine Chicago IL
| | - Christopher Snyder
- Division of Pediatric Cardiology The Congenital Heart Collaborative University Hospital Rainbow Babies and Children's Hospital Cleveland OH
| | - Arwa Saidi
- Department of Pediatrics University of Florida-Congenital Heart Center Gainesville FL
| | - Kenneth Shaffer
- Texas Center for Pediatric and Congenital Heart Disease University of Texas Dell Medical School/Dell Children's Medical Center Austin TX
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Abstract
Introduction: Advancements in surgery and management have resulted in a growing population of aging adults with tetralogy of Fallot (TOF). As a result, there has been a parallel growth in late complications associated with the sequelae from the underlying cardiac anomalies as well as the surgical and other interventional treatments.Areas covered: Here, we review challenges related to an aging population of patients with TOF, particularly late complications, and highlight advances in management and key areas for future research. Pulmonary regurgitation, heart failure, arrhythmias, and aortic complications are some of these late complications. There is also a growing incidence of acquired cardiovascular disease, obesity, and diabetes associated with aging. Management of these late complications and acquired comorbidities continues to evolve as research provides insights into long-term outcomes from medical therapies and surgical interventions.Expert opinion: The management of an aging TOF population will continue to transform with advances in imaging technologies to identify subclinical disease and valve replacement technologies that will prevent and mitigate disease progression. In the coming years, we speculate that there will be more data to support the use of novel heart failure therapies in TOF and consensus guidelines on the management of refractory arrhythmias and aortic complications.
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Affiliation(s)
- Jennifer P Woo
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, California, USA
| | - Doff B McElhinney
- Department of Cardiothoracic Surgery, Stanford University School of Medicine, California, USA
| | - George K Lui
- Department of Medicine, Division of Cardiovascular Medicine, Stanford University School of Medicine, California, USA
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Khan AM, McGrath LB, Ramsey K, Agarwal A, Broberg CS. Association of Adults With Congenital Heart Disease-Specific Care With Clinical Characteristics and Healthcare Use. J Am Heart Assoc 2021; 10:e019598. [PMID: 34041921 PMCID: PMC8483508 DOI: 10.1161/jaha.120.019598] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background Many adults with congenital heart disease (ACHD) are cared for by non‐ACHD specialists, if they receive care at all. Little is known about the differences between those who access care at an ACHD center and those who do not access ACHD‐specific care. Methods and Results The Oregon All Payer All Claims database was queried to identify subjects aged 18 to 65 years with an International Classification of Diseases,Ninth Revision (ICD‐9) code consistent with ACHD from 2010 to 2015. ACHD center providers were identified using National Provider Identification numbers. Usage rates and percentages were calculated with person‐years in the denominator, and rate ratios and odds ratios (ORs) were estimated using negative binomial and logistic regression. Only 11.7% of identified individuals (N=10 199) were seen at the ACHD center. These individuals were younger (median 36 versus 47 years; P<0.0001) and had higher rates of Medicaid insurance (47.8% versus 28.4%; P<0.0001), heart failure (31.4% versus 15.3%; P<0.0001), and arrhythmia (75.5 versus 49.2%; P<0.0001). They had more visits of all types (outpatient: 79% per year versus 64% per year [age‐adjusted OR, 2.54; 99% CI, 2.24–2.88]; emergency department: 29% versus 22% per year [adjusted OR, 1.34; 99% CI, 1.18–1.52]; inpatient: 17% versus 12.0% per year [adjusted OR, 1.92; 99% CI, 1.67–2.20]). Rates of guideline‐indicated annual echocardiography were low (7.7% overall, 13.4% in patients at the ACHD center). Conclusions Patients at an ACHD center comprise a distinct and complex group with a high rate of healthcare use and a relatively higher compliance with guideline‐indicated annual follow‐up. These findings underscore the importance of building and supporting robust systems for ACHD care in the United States.
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Affiliation(s)
- Abigail M Khan
- Adult Congenital Heart Disease Program Knight Cardiovascular InstituteOregon Health & Science University Portland OR
| | - Lidija B McGrath
- Adult Congenital Heart Disease Program Knight Cardiovascular InstituteOregon Health & Science University Portland OR
| | - Katrina Ramsey
- Division of Biostatistics and Epidemiology Oregon Health & Science University Portland OR
| | - Anushree Agarwal
- Division of Cardiology Department of Medicine University of California San Francisco CA
| | - Craig S Broberg
- Adult Congenital Heart Disease Program Knight Cardiovascular InstituteOregon Health & Science University Portland OR
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Moons P, Skogby S, Bratt EL, Zühlke L, Marelli A, Goossens E. Discontinuity of Cardiac Follow-Up in Young People With Congenital Heart Disease Transitioning to Adulthood: A Systematic Review and Meta-Analysis. J Am Heart Assoc 2021; 10:e019552. [PMID: 33660532 PMCID: PMC8174191 DOI: 10.1161/jaha.120.019552] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background The majority of people born with congenital heart disease require lifelong cardiac follow-up. However, discontinuity of care is a recognized problem and appears to increase around the transition to adulthood. We performed a systematic review and meta-analysis to estimate the proportion of adolescents and emerging adults with congenital heart disease discontinuing cardiac follow-up. In pooled data, we investigated regional differences, disparities by disease complexity, and the impact of transition programs on the discontinuity of care. Methods and Results Searches were performed in PubMed, Embase, Cinahl, and Web of Science. We identified 17 studies, which enrolled 6847 patients. A random effects meta-analysis of single proportions was performed according to the DerSimonian-Laird method. Moderator effects were computed to explore sources for heterogeneity. Discontinuity proportions ranged from 3.6% to 62.7%, with a pooled estimated proportion of 26.1% (95% CI, 19.2%-34.6%). A trend toward more discontinuity was observed in simple heart defects (33.7%; 95% CI, 15.6%-58.3%), compared with moderate (25.7%; 95% CI, 15.2%-40.1%) or complex congenital heart disease (22.3%; 95% CI, 16.5%-29.4%) (P=0.2372). Studies from the United States (34.0%; 95% CI, 24.3%-45.4%), Canada (25.7%; 95% CI, 17.0%-36.7%), and Europe (6.5%; 95% CI, 5.3%-7.9%) differed significantly (P=0.0004). Transition programs were shown to have the potential to reduce discontinuity of care (12.7%; 95% CI, 2.8%-42.3%) compared with usual care (36.2%; 95% CI, 22.8%-52.2%) (P=0.1119). Conclusions This meta-analysis showed that there is a high proportion of discontinuity of care in young people with congenital heart disease. The highest discontinuity proportions were observed in studies from the United States and in patients with simple heart defects. It is suggested that transition programs have a protective effect. Registration URL: www.crd.york.ac.uk/prospero. Unique identifier: CRD42020182413.
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Affiliation(s)
- Philip Moons
- Department of Public Health and Primary Care KU Leuven Belgium.,Institute of Health and Care SciencesUniversity of Gothenburg Sweden.,Department of Pediatrics and Child Health University of Cape Town South Africa
| | - Sandra Skogby
- Department of Public Health and Primary Care KU Leuven Belgium.,Institute of Health and Care SciencesUniversity of Gothenburg Sweden.,Department of Pediatric Cardiology Queen Silvia's Children's HospitalUniversity of Gothenburg Sweden
| | - Ewa-Lena Bratt
- Institute of Health and Care SciencesUniversity of Gothenburg Sweden.,Department of Pediatric Cardiology Queen Silvia's Children's HospitalUniversity of Gothenburg Sweden
| | - Liesl Zühlke
- Department of Pediatrics and Child Health University of Cape Town South Africa.,Division of Cardiology Groote Schuur HospitalFaculty of Health SciencesUniversity of Cape Town South Africa
| | - Ariane Marelli
- McGill Adult Unit for Congenital Heart Disease Excellence (MAUDE Unit) McGill University Health Center Montreal QC Canada
| | - Eva Goossens
- Department of Public Health and Primary Care KU Leuven Belgium.,Research Foundation Flanders (FWO) Brussels Belgium.,Faculty of Medicine and Health Sciences Centre for Research and Innovation in Care Division of Nursing and Midwifery University of Antwerp Belgium
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47
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Salciccioli KB, Salemi JL, Broda CR, Lopez KN. Disparities in insurance coverage among hospitalized adult congenital heart disease patients before and after the Affordable Care Act. Birth Defects Res 2021; 113:644-659. [PMID: 33590705 DOI: 10.1002/bdr2.1878] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/27/2020] [Accepted: 01/08/2021] [Indexed: 01/31/2023]
Abstract
BACKGROUND Data are lacking regarding the insurance status of adults with congenital heart disease (ACHD). We investigated whether the Affordable Care Act (ACA) impacted insurance status among hospitalized ACHD, identified associated sociodemographic factors, and compared coverage to adults with other chronic childhood conditions. METHODS Serial cross-sectional analysis of National Inpatient Sample hospitalizations from 2007 to 2016 was performed for patients 18-64 years old. ACHD were identified using ICD-9/10-CM codes and compared to patients with sickle cell disease (SCD), cystic fibrosis (CF), and the general population. Age was dichotomized as 18-25 years (transition aged) or 26-64 years. Groups were compared by era (pre-ACA [January 2007-June 2010]; early-ACA [July 2010-December 2013], which eliminated pre-existing condition exclusions; and full-ACA [January 2014-December 2016]) using interrupted time series and multivariable Poisson regression analyses. RESULTS Overall, uninsured hospitalizations decreased from pre-ACA (12.0%) to full-ACA (8.5%). After full ACA implementation, ACHD had lower uninsured rates than the general hospitalized population (6.0 vs. 8.6%, p < .01), but higher rates than those with other chronic childhood diseases (SCD [4.5%]; CF [1.6%]). Across ACA eras, transition aged ACHD had higher uninsured rates than older patients (8.9 vs. 7.6%, p < .01), and Hispanic patients remained less insured than other groups. CONCLUSIONS Hospitalized ACHD were better insured than the general population but less insured than those with SCD or CF. Full ACA implementation was associated with improved insurance coverage for all groups, but disparities persisted for transition aged and Hispanic patients. Ongoing evaluation of the effects of insurance and health policy on ACHD remains critical to diminish health disparities.
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Affiliation(s)
- Katherine B Salciccioli
- Division of Cardiovascular Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA.,Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Jason L Salemi
- College of Public Health, University of South Florida, Tampa, Florida, USA.,Department of Obstetrics and Gynecology, Morsani College of Medicine, University of South Florida, Tampa, Florida, USA
| | - Christopher R Broda
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
| | - Keila N Lopez
- Division of Pediatric Cardiology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas, USA
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Su Z, Xiang L, Liu Z, Wu H, Li S, Chen H, Zhang H. The Current Landscape of Congenital Heart Surgery in Northern China: A Geographic and Population-Based Analysis. Front Pediatr 2021; 9:555141. [PMID: 34026679 PMCID: PMC8138451 DOI: 10.3389/fped.2021.555141] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 03/23/2021] [Indexed: 11/29/2022] Open
Abstract
Background: Congenital heart disease (CHD) is the leading birth defect in China, and many patients require congenital heart surgery (CHS) to achieve optimal outcomes. However, the current landscape and population accessibility to specialist resources for CHS in China are unclear. Methods: Care facilities performing CHS were identified from the 2018 white book of Chinese cardiovascular surgery and were categorized as full or limited facilities based on specialist capacity. Census-based population data and road data were obtained from administrative sources. Service area analysis of all facilities was performed to estimate geographic accessibility. Results: Of 93 facilities in 14 provinces and municipalities in northern China, only 30.1% had full specialist capacity. The shortage of pediatric cardiologists and mechanical circulatory support was the primary limiting factor. In 2018, 61.3% of facilities performed <200 CHS cases, and 31.6% of all CHS cases (N = 30,921) were performed in limited facilities with substantially lower volume than full-capacity facilities (median value: 85.0 vs. 368.0). Beijing had a disproportionately higher CHS volume (367 cases per million population) than other provinces. Of all children under 5 in northern China, only 12.9% live within 30 km (a typical half-day visit) of the service areas of all facilities. Compared to children from the eastern region (31.4%), 71.8% of children from the central region and 70.2% of children from the western region needed to travel >180 km (a typical overnight visit) to receive care in full-capacity facilities. Conclusions: Many facilities for CHS in northern China had limited specialist capacity, and many CHD patients received suboptimal surgical care. Policy measures should address the significant geographic disparities to receive high-quality surgical care among disadvantaged patients.
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Affiliation(s)
- Zhanhao Su
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Li Xiang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Zeye Liu
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Hao Wu
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China
| | - Shoujun Li
- Center for Pediatric Cardiac Surgery, National Center for Cardiovascular Diseases, Peking Union Medical College, Fuwai Hospital, Chinese Academy of Medical Sciences, Beijing, China
| | - Huiwen Chen
- Shanghai Children's Medical Center, National Children's Medical Center, Heart Center and Shanghai Institution of Pediatric Congenital Heart Diseases, Shanghai Jiaotong University School of Medicine, Shanghai, China
| | - Hao Zhang
- State Key Laboratory of Cardiovascular Disease, National Center for Cardiovascular Diseases, Fuwai Hospital, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, China.,Shanghai Children's Medical Center, National Children's Medical Center, Heart Center and Shanghai Institution of Pediatric Congenital Heart Diseases, Shanghai Jiaotong University School of Medicine, Shanghai, China
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49
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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: 85] [Impact Index Per Article: 21.3] [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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Tsui J, Hirsch JA, Bayer FJ, Quinn JW, Cahill J, Siscovick D, Lovasi GS. Patterns in Geographic Access to Health Care Facilities Across Neighborhoods in the United States Based on Data From the National Establishment Time-Series Between 2000 and 2014. JAMA Netw Open 2020; 3:e205105. [PMID: 32412637 PMCID: PMC7229525 DOI: 10.1001/jamanetworkopen.2020.5105] [Citation(s) in RCA: 61] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
IMPORTANCE The association between proximity to health care facilities and improved disease management and population health has been documented, but little is known about small-area health care environments and how the presence of health care facilities has changed over time during recent health system and policy change. OBJECTIVE To examine geographic access to health care facilities across neighborhoods in the United States over a 15-year period. DESIGN, SETTING, AND PARTICIPANTS Using longitudinal business data from the National Establishment Time-Series, this cross-sectional study examined the presence of and change in ambulatory care facilities and pharmacies and drugstores in census tracts (CTs) throughout the continental United States between 2000 and 2014. Between January and April 2019, multinomial logistic regression was used to estimate associations between health care facility presence and neighborhood sociodemographic characteristics over time. MAIN OUTCOMES AND MEASURES Change in health care facility presence was measured as never present, lost, gained, or always present between 2000 and 2014. Neighborhood sociodemographic characteristics (ie, CTs) and their change over time were measured from US Census reports (2000 and 2010) and the American Community Survey (2008-2012). RESULTS Among 72 246 included CTs, the percentage of non-US-born residents, residents 75 years or older, poverty status, and population density increased, and 8.1% of CTs showed a change in the racial/ethnic composition of an area from predominantly non-Hispanic (NH) white to other racial/ethnic composition categories between 2000 and 2010. The presence of ambulatory care facilities increased from a mean (SD) of 7.7 (15.9) per CT in 2000 to 13.0 (22.9) per CT in 2014, and the presence of pharmacies and drugstores increased from a mean (SD) of 0.6 (1.0) per CT in 2000 to 0.9 (1.4) per CT in 2014. Census tracts with predominantly NH black individuals (adjusted odds ratio [aOR], 2.37; 95% CI, 2.03-2.77), Hispanic/Latino individuals (aOR 1.30; 95% CI, 1.00-1.69), and racially/ethnically mixed individuals (aOR, 1.53; 95% CI, 1.33-1.77) in 2000 had higher odds of losing health care facilities between 2000 and 2014 compared with CTs with predominantly NH white individuals, after controlling for other neighborhood characteristics. Census tracts of geographic areas with higher levels of poverty in 2000 also had higher odds of losing health care facilities between 2000 and 2014 (aOR, 1.12; 95% CI, 1.05-1.19). CONCLUSIONS AND RELEVANCE Differential change was found in the presence of health care facilities across neighborhoods over time, indicating the need to monitor and address the spatial distribution of health care resources within the context of population health disparities.
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Affiliation(s)
- Jennifer Tsui
- Rutgers Cancer Institute of New Jersey, Rutgers, The State University of New Jersey, New Brunswick
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Rutgers, The State University of New Jersey, New Brunswick
- Rutgers Center for State Health Policy, Rutgers, The State University of New Jersey, New Brunswick
| | - Jana A. Hirsch
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
| | - Felicia J. Bayer
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
| | - James W. Quinn
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - Jesse Cahill
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
| | - David Siscovick
- Research, Evaluation & Policy, New York Academy of Medicine, New York, New York
| | - Gina S. Lovasi
- Department of Epidemiology and Biostatistics, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
- Urban Health Collaborative, Dornsife School of Public Health, Drexel University, Philadelphia, Pennsylvania
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