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Price K, Sisson TM, de Loizaga S, Hanke SP, Marcuccio E. An Examination of Social Determinants of Health and their Association with Preventable and Urgent Readmissions in Pediatric Acute Care Cardiology. Pediatr Cardiol 2025:10.1007/s00246-025-03879-5. [PMID: 40301165 DOI: 10.1007/s00246-025-03879-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Accepted: 04/23/2025] [Indexed: 05/01/2025]
Abstract
Hospital readmissions are costly, often preventable, and associated with both medical and socioeconomic factors. The primary objective of this study was to evaluate the relationship between social determinants of health (SDOH) and readmission to a pediatric acute care cardiology unit. Secondary objectives included assessing the incidence of preventable or urgent readmissions and suggesting interventions to address common causes of these readmissions. This single-center, retrospective analysis reviewed readmissions to the acute care cardiology unit at Cincinnati Children's Hospital within 7 days of discharge from 2019 to 2022. A preventability score and urgency metrics were assigned to each readmission, and multivariable logistic regression was used to obtain odds ratios and 95% confidence intervals according to individual and community-level measures of SDOH. Out of 265 readmission encounters, 27 (10%) were preventable and 74 (28%) were urgent. Readmission length of stay was significantly longer for preventable or urgent readmissions. Birth weight, gestational age, English-speaking status, race/ethnicity, sex, insurance category, deprivation index, and single ventricle status were not significantly associated with preventable or urgent readmissions. The most common reason identified for preventable readmission was insufficient discharge education, and the most common reason identified for urgent readmission was advancement of chronic disease. Measured SDOH were not associated with preventable or urgent readmissions, which may be partially due to our institution's multidisciplinary approach to address SDOH. However, as insufficient discharge education was a common reason for preventable readmission, clearly more work is needed to delineate what specific strategies are most effective for mitigating adverse SDOH.
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Affiliation(s)
- Katherine Price
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, Cincinnati, OH, 45229, USA.
| | - T Miller Sisson
- Duke Children's Hospital and Health Center, Department of Pediatric Cardiology, Durham, USA
| | - Sarah de Loizaga
- Cincinnati Children's Hospital Medical Center, Heart Institute, Cincinnati, USA
- Department of Pediatrics, University of Cincinnati, Cincinnati, USA
| | - Samuel P Hanke
- Cincinnati Children's Hospital Medical Center, Heart Institute, Cincinnati, USA
- Department of Pediatrics, University of Cincinnati, Cincinnati, USA
| | - Elisa Marcuccio
- Cincinnati Children's Hospital Medical Center, Heart Institute, Cincinnati, USA
- Department of Pediatrics, University of Cincinnati, Cincinnati, USA
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Zielonka B, Bucholz EM, Lu M, Bates KE, Hill GD, Pinto NM, Sleeper LA, Brown DW. Childhood Opportunity and Acute Interstage Outcomes: A National Pediatric Cardiology Quality Improvement Collaborative Analysis. Circulation 2024; 150:190-202. [PMID: 39008557 PMCID: PMC11251506 DOI: 10.1161/circulationaha.124.069127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 05/14/2024] [Accepted: 06/05/2024] [Indexed: 07/17/2024]
Abstract
BACKGROUND The interstage period after discharge from stage 1 palliation carries high morbidity and mortality. The impact of social determinants of health on interstage outcomes is not well characterized. We assessed the relationship between childhood opportunity and acute interstage outcomes. METHODS Infants discharged home after stage 1 palliation in the National Pediatric Quality Improvement Collaborative Phase II registry (2016-2022) were retrospectively reviewed. Zip code-level Childhood Opportunity Index (COI), a composite metric of 29 indicators across education, health and environment, and socioeconomic domains, was used to classify patients into 5 COI levels. Acute interstage outcomes included death or transplant listing, unplanned readmission, intensive care unit admission, unplanned catheterization, and reoperation. The association between COI level and acute interstage outcomes was assessed using logistic regression with sequential adjustment for potential confounders. RESULTS The analysis cohort included 1837 patients from 69 centers. Birth weight (P<0.001) and proximity to a surgical center at birth (P=0.02) increased with COI level. Stage 1 length of stay decreased (P=0.001), and exclusive oral feeding rate at discharge increased (P<0.001), with higher COI level. More than 98% of patients in all COI levels were enrolled in home monitoring. Death or transplant listing occurred in 101 (5%) patients with unplanned readmission in 987 (53%), intensive care unit admission in 448 (24%), catheterization in 345 (19%), and reoperation in 83 (5%). There was no difference in the incidence or time to occurrence of any acute interstage outcome among COI levels in unadjusted or adjusted analysis. There was no interaction between race and ethnicity and childhood opportunity in acute interstage outcomes. CONCLUSIONS Zip code COI level is associated with differences in preoperative risk factors and stage 1 palliation hospitalization characteristics. Acute interstage outcomes, although common across the spectrum of childhood opportunity, are not associated with COI level in an era of highly prevalent home monitoring programs. The role of home monitoring in mitigating disparities during the interstage period merits further investigation.
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Affiliation(s)
- Benjamin Zielonka
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - Emily M. Bucholz
- Section of Cardiology, Department of Pediatrics, Children’s Hospital Colorado, University of Colorado, Denver (E.M.B.)
| | - Minmin Lu
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - Katherine E. Bates
- Division of Cardiology, Department of Pediatrics and Communicable Diseases, C.S. Mott Children’s Hospital, University of Michigan, Ann Arbor (K.E.B.)
| | - Garick D. Hill
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, OH (G.D.H.)
| | - Nelangi M. Pinto
- Division of Cardiology, Department of Pediatrics, Seattle Children’s Hospital, University of Washington, WA (N.M.P.)
| | - Lynn A. Sleeper
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
| | - David W. Brown
- Department of Cardiology, Boston Children’s Hospital and Department of Pediatrics, Harvard Medical School, MA (B.Z., M.L., L.A.S., D.W.B.)
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Ahmed H, Anderson JB, Bates KE, Lannon CM, Brown DW. The NEONATE score predicts freedom from interstage mortality or transplant in a modern cohort. Cardiol Young 2024; 34:981-988. [PMID: 38014532 DOI: 10.1017/s1047951123003542] [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] [Indexed: 11/29/2023]
Abstract
BACKGROUND Derived from the National Pediatric Cardiology Quality Improvement Collaborative registry, the NEONATE risk score predicted freedom from interstage mortality or heart transplant for patients with single ventricle CHD and aortic arch hypoplasia discharged home following Stage 1 palliation. OBJECTIVES We sought to validate the score in an external, modern cohort. METHODS This was a retrospective cohort analysis of single ventricle CHD and aortic arch hypoplasia patients enrolled in the National Pediatric Cardiology Quality Improvement Collaborative Phase II registry from 2016 to 2020, who were discharged home after Stage 1 palliation. Points were allocated per the NEONATE score (Norwood type-Norwood/Blalock-Taussig shunt: 3, Hybrid: 12; extracorporeal membrane oxygenation post-op: 9, Opiates at discharge: 6, No Digoxin at discharge: 9, Arch Obstruction on discharge echo: 9, Tricuspid regurgitation ≥ moderate on discharge echo: 12; Extra oxygen plus ≥ moderate tricuspid regurgitation: 28). The composite primary endpoint was interstage mortality or heart transplant. RESULTS In total, 1026 patients met inclusion criteria; 61 (6%) met the primary outcome. Interstage mortality occurred in 44 (4.3%) patients at a median of 129 (IQR 62,195) days, and 17 (1.7%) were referred for heart transplant at a 167 (114,199) days of life. The median NEONATE score was 0(0,9) in those who survived to Stage 2 palliation compared to 9(0,15) in those who experienced interstage mortality or heart transplant (p < 0.001). Applying a NEONATE score cut-off of 17 points that separated patients into low- and high-risk groups in the learning cohort provided 91% specificity, negative predictive value of 95%, and overall accuracy of 87% (85.4-89.5%). CONCLUSION In a modern cohort of patients with single ventricle CHD and aortic arch hypoplasia, the NEONATE score remains useful at discharge post-Stage 1 palliation to predict freedom from interstage mortality or heart transplant.
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Affiliation(s)
- Humera Ahmed
- Departments of Cardiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | | | - Katherine E Bates
- C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI, USA
| | - Carole M Lannon
- Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
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Hartman D, Ebenroth E, Farrell A. Utilizing technology to expand home monitoring to high-risk infants with CHD. Cardiol Young 2023; 33:1124-1128. [PMID: 35836381 DOI: 10.1017/s1047951122002232] [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] [Indexed: 11/05/2022]
Abstract
Infants born with single ventricle physiology that require an aorto-pulmonary shunt are at high risk for sudden cardiac death, particularly during the interstage period between the first-stage palliation and the second-stage palliation. Home monitoring programs have decreased interstage mortality in the hypoplastic left heart syndrome population prompting programs to expand the home monitoring program to other high-risk populations. At our mid-sized program, we implemented the Locus Health home monitoring platform first in the hypoplastic left heart syndrome population, then expanding to the single ventricle shunt population. Interstage mortality for the hypoplastic left heart syndrome population after initiation of the home monitoring program went from 18% prior to 2009 to 7% as of the end of 2020 (n = 99), with 2.8% mortality from 2013 to 2020 and 0% mortality since initiation of the Locus program in 2017. Caregiver surveys done prior to discharge and then 3 weeks later were used to document caregiver experience using the digital home monitoring program. Caregivers reported overall positive experience with the digital application, with 91.8% stating that they felt confident taking care of their baby at home. Transitioning the home monitoring program from a traditional binder to an iPad with the Locus Health application allowed us to expand the program, utilize the electronic medical record, bill for the service, and demonstrate positive experiences for caregivers. Overall engagement and adherence with the program by caregivers were 50.94 and 45.45%, with a total of 112 patient episodes. Reimbursement from private insurance providers was 22% of the billed amount for 2020.
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Affiliation(s)
- Dana Hartman
- Riley Hospital for Children at Indiana University Health, Pediatric Cardiology, 705 Riley Hospital Drive, Indianapolis, USA
| | - Eric Ebenroth
- Indiana University School of Medicine, Pediatric Cardiology, 705 Riley Hospital Drive, Indianapolis, Indiana, USA
| | - Anne Farrell
- Riley Hospital for Children at Indiana University Health, Pediatric Cardiology, 705 Riley Hospital Drive, Indianapolis, USA
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Stagg A, Giglia TM, Gardner MM, Offit BF, Fuller KM, Natarajan SS, Hehir DA, Szwast AL, Rome JJ, Ravishankar C, Laskin BL, Preminger TJ. Initial Experience with Telemedicine for Interstage Monitoring in Infants with Palliated Congenital Heart Disease. Pediatr Cardiol 2023; 44:196-203. [PMID: 36050411 PMCID: PMC9436461 DOI: 10.1007/s00246-022-02993-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 08/17/2022] [Indexed: 01/24/2023]
Abstract
Infants with staged surgical palliation for congenital heart disease are at high-risk for interstage morbidity and mortality; home monitoring programs have mitigated these risks. In 2019, we instituted telemedicine (TM) in our established Infant Single Ventricle Monitoring Program. All consecutive patients discharged following neonatal operation/intervention were monitored until subsequent stage 2 surgical palliation. We offered TM (synchronous video) visits as part of regularly scheduled follow-up, replacing at least one in-person primary care visit with a TM cardiologist visit. We tracked emergency department (ED) visits, hospitalizations, how TM identified clinical concerns, and whether use of TM prevented unnecessary ED visits or expedited in-person assessment. We assessed caregiver and clinician satisfaction. Between 8/2019 and 5/2020, we conducted 60 TM visits for 29 patients. Of 31 eligible patients, 2 families (6.9%) declined. Median monitoring time was 199 days (range 75-264) and median number of TM visits/patient was 2 (range 1-5). In 6 visits (10%), significant clinical findings were identified which avoided an ED visit. Five TM visits led to expedited outpatient assessments, of which 1 patient required hospitalization. There were no missed events or deaths. Median ED visits/patient/month were significantly lower compared to the same calendar period of the prior year (0.0 (0-2.5) vs. 0.4 (0-3.7), p = 0.0004). Caregivers and clinicians expressed high levels of satisfaction with TM. TM for this high-risk population is feasible and effective in identifying clinical concerns and preventing unnecessary ED visits. TM was particularly effective during the COVID-19 pandemic, allowing for easy adaptation of care to ensure patient safety in this fragile cohort.
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Affiliation(s)
- Alyson Stagg
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Therese M Giglia
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Monique M Gardner
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Bonnie F Offit
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
| | - Kate M Fuller
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
| | - Shobha S Natarajan
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - David A Hehir
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Anita L Szwast
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jonathan J Rome
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Chitra Ravishankar
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Benjamin L Laskin
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Tamar J Preminger
- Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19401, USA.
- Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Vergales J, Figueroa M, Frommelt M, Putschoegl A, Singh Y, Murray P, Wood G, Allen K, Villafane J. Transitioning Neonates With CHD to Outpatient Care: A State-of-the-Art Review. Pediatrics 2022; 150:189880. [PMID: 36317969 DOI: 10.1542/peds.2022-056415m] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/29/2022] [Indexed: 11/05/2022] Open
Affiliation(s)
- Jeffrey Vergales
- Division of Pediatric Cardiology, University of Virginia, Charlottesville, Virginia
| | - Mayte Figueroa
- Divisions of Pediatric Cardiology and Pediatric Critical Care Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Michele Frommelt
- Children's Wisconsin, Division of Pediatric Cardiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Adam Putschoegl
- Division of Pediatric Cardiology, Children's Hospital and Medical Center, Omaha, Nebraska
| | - Yogen Singh
- Division of Pediatric Cardiology and Neonatology, Cambridge University Hospitals, University of Cambridge School of Clinical Medicine, Cambridge, United Kingdom
| | - Peter Murray
- Division of Neonatology, University of Virginia, Charlottesville, Virginia
| | - Garrison Wood
- Division of Pediatric Cardiology, University of Virginia, Charlottesville, Virginia
| | - Kiona Allen
- Division of Pediatric Cardiology and Division of Pediatric Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Juan Villafane
- Cincinnati Children's Hospital, Division of Pediatric Cardiology, University of Cincinnati, Cincinnati, Ohio
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Preminger TJ. Telemedicine in pediatric cardiology: pros and cons. Curr Opin Pediatr 2022; 34:484-490. [PMID: 35983842 DOI: 10.1097/mop.0000000000001159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW The aim of this article is to review recent uses of telemedicine in pediatric cardiology, highlighting merits, challenges, and future directions. RECENT FINDINGS The COVID-19 pandemic accelerated telemedicine use, which has had a positive impact with respect to providers, patients, and their caregivers. Recent data have demonstrated the feasibility and effectiveness of telemedicine through expediting needed care and reducing healthcare utilization, including unnecessary emergency department visits, transports, and hospitalizations. With increasing complexity of cardiac care, telecardiology allows for establishing a medical home, improving access, and continuity of care. Great potential also exists for telecardiology to permit more consistent preventive care, possibly resulting in improved health equity, reduced morbidity and mortality, and associated costs. Challenges to optimal implementation of telecardiology, which are all surmountable, include the currently unaccounted additional workload and administrative burden, licensing restrictions, disparities in access to care, insurance reimbursement, and potential fraud and abuse. SUMMARY Telecardiology allows for efficient, quality, effective, collaborative care and is foundational to creating innovative, high-value care models. Through integration with accelerating technology and in-person visits, a sustainable hybrid model of optimal care can be achieved. Addressing barriers to progress in telecardiology is critical.
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Affiliation(s)
- Tamar J Preminger
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Gardner MM, Keim G, Hsia J, Mai AD, William Gaynor J, Glatz AC, Yehya N. Characterization of "ICU-30": A Binary Composite Outcome for Neonates With Critical Congenital Heart Disease. J Am Heart Assoc 2022; 11:e025494. [PMID: 35699185 PMCID: PMC9238655 DOI: 10.1161/jaha.122.025494] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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 Neonates with heart disease requiring cardiopulmonary bypass surgery are at high risk for mortality and morbidity. As it is rare, short‐term mortality is difficult to use as a primary outcome for clinical studies. We proposed “ICU‐30” as a binary composite “poor” outcome consisting of: (1) mortality within 30 days, (2) intensive care unit (ICU) admission ≥30 days, or (3) ICU readmission before day 30. To measure the utility of this composite, we assessed its prognostic properties for 6‐ and 12‐month mortality. Methods and Results This was a retrospective single‐center cohort study of neonates requiring cardiopulmonary bypass between 2013 and 2020. Mortality among patients with and without the ICU‐30 outcome was compared using log‐rank tests and Cox regression. Areas under the receiver operating characteristic curves assessed the ability of the composite to predict 12‐month mortality. In 887 neonates, 232 (26.2%) experienced the ICU‐30 outcome, with more prolonged ICU stays and readmissions (both ≥9%) than 30‐day mortality (4.2%). ICU‐30 was associated with higher rates of 6‐ and 12‐month mortality (log‐rank P<0.001) and predicted 12‐month mortality with area under the receiver operating characteristic of 0.81 (95% CI, 0.77–0.85). In 30‐day survivors, both prolonged ICU stay (hazard ratio, 12.3; 95% CI, 6.70–22.7; P<0.001) and ICU readmission (hazard ratio, 2.99; 95% CI, 1.17–7.63; P=0.02) were associated with 12‐month mortality. Conclusions ICU‐30, a composite outcome of mortality, ICU length of stay, or ICU readmission by 30 days was associated with 6‐ and 12‐month mortality in neonates requiring cardiopulmonary bypass. ICU‐30 is captured in routine data collection and appears to be a valid binary patient‐centered outcome.
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Affiliation(s)
- Monique M Gardner
- Division of Cardiac Critical Care Department of Anesthesiology and Critical Care The Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Garrett Keim
- Division of Critical Care Department of Anesthesiology and Critical Care The Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Jill Hsia
- Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia Philaelphia PA
| | - Anh D Mai
- Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia Philaelphia PA
| | - J William Gaynor
- Division of Cardiothoracic Surgery Department of Surgery The Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Andrew C Glatz
- Division of Cardiology Department of Pediatrics The Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of Pennsylvania Philadelphia PA.,Center for Pediatric Clinical Effectiveness The Children's Hospital of Philadelphia Philadelphia PA
| | - Nadir Yehya
- Division of Critical Care Department of Anesthesiology and Critical Care The Children's Hospital of PhiladelphiaPerelman School of Medicine at the University of Pennsylvania Philadelphia PA.,Leonard Davis Institute of Health EconomicsUniversity of Pennsylvania Philadelphia PA
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Michielon G, DiSalvo G, Fraisse A, Carvalho JS, Krupickova S, Slavik Z, Bartsota M, Daubeney P, Bautista C, Desai A, Burmester M, Macrae D. In-hospital interstage improves interstage survival after the Norwood stage 1 operation. Eur J Cardiothorac Surg 2021; 57:1113-1121. [PMID: 32236554 DOI: 10.1093/ejcts/ezaa074] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2019] [Revised: 12/18/2019] [Accepted: 12/22/2019] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES The interstage mortality rate after a Norwood stage 1 operation remains 12-20% in current series. In-hospital interstage facilitates escalation of care, possibly improving outcome. METHODS A retrospective study was designed for hypoplastic left heart syndrome (HLHS) and HLHS variants, offering an in-hospital stay after the Norwood operation until the completion of stage 2. Daily and weekly examinations were conducted systematically, including two-dimensional and speckle-tracking echocardiography. Primary end points included aggregate survival until the completion of stage 2 and interstage freedom from escalation of care. Moreover, we calculated the sensitivity and specificity of speckle-tracking echocardiographic myocardial deformation in predicting death/transplant after the Norwood procedure. RESULTS Between 2015 and 2019, 33 neonates with HLHS (24) or HLHS variants (9) underwent Norwood stage 1 (31) or hybrid palliation followed by a comprehensive stage 2 operation (2). Stage 1 Norwood-Sano was preferred in 18 (54.5%) neonates; the classic Norwood with Blalock-Taussig shunt was performed in 13 (39.4%) neonates. The Norwood stage 1 30-day mortality rate was 6.2%. The in-hospital interstage strategy was implemented after Norwood stage 1 with a 3.4% interstage mortality rate. The aggregate Norwood stage 1 and interstage Kaplan-Meier survival rate was 90.6 ± 5.2%. Escalation of care was necessary for 5 (17.2%) patients at 2.5 ± 1.2 months during the interstage for compromising atrial arrhythmias (2), Sano-shunt stenosis (1) and pneumonia requiring a high-frequency oscillator (2); there were no deaths. A bidirectional Glenn (25) or a comprehensive-Norwood stage 2 (2) was completed in 27 patients at 4.7 ± 1.2 months with a 92.6% survival rate. The overall Kaplan-Meier survival rate is 80.9 ± 7.0% at 4.3 years (mean 25.3 ± 15.7 months). An 8.7% Δ longitudinal strain 30 days after Norwood stage 1 had 100% sensitivity and 81% specificity for death/transplant. CONCLUSIONS In-hospital interstage facilitates escalation of care, which seems efficacious in reducing interstage Norwood deaths. A significant reduction of longitudinal strain after Norwood stage 1 is a strong predictor of poor outcome.
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Affiliation(s)
- Guido Michielon
- Department of Congenital Heart Surgery, Royal Brompton Hospital, Imperial College, London, UK
| | - Giovanni DiSalvo
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Alain Fraisse
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Julene S Carvalho
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Sylvia Krupickova
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Zdenek Slavik
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Margarita Bartsota
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Pierce Daubeney
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Carles Bautista
- Department of Paediatric Cardiology, Royal Brompton Hospital, Imperial College, London, UK
| | - Ajay Desai
- Department of Paediatric Intensive Care, Royal Brompton Hospital, Imperial College, London, UK
| | - Margarita Burmester
- Department of Paediatric Intensive Care, Royal Brompton Hospital, Imperial College, London, UK
| | - Duncan Macrae
- Department of Paediatric Intensive Care, Royal Brompton Hospital, Imperial College, London, UK
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Crawford R, Hughes C, McFadden S, Crawford J. A systematic review examining the clinical and health-care outcomes for congenital heart disease patients using home monitoring programmes. J Telemed Telecare 2021; 29:349-364. [PMID: 33470176 DOI: 10.1177/1357633x20984052] [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] [Indexed: 11/17/2022]
Abstract
OBJECTIVES This review aimed to present the clinical and health-care outcomes for patients with congenital heart disease (CHD) who use home monitoring technologies. METHODS Five databases were systematically searched from inception to November 2020 for quantitative studies in this area. Data were extracted using a pre-formatted data-collection table which included information on participants, interventions, outcome measures and results. Risk of bias was determined using the Cochrane Risk of Bias 2 tool for randomised controlled trials (RCTs), the Newcastle-Ottawa Quality Assessment Scale for cohort studies and the Institute of Health Economics quality appraisal checklist for case-series studies.Data synthesis: Twenty-two studies were included in this systematic review, which included four RCTs, 12 cohort studies and six case-series studies. Seventeen studies reported on mortality rates, with 59% reporting that home monitoring programmes were associated with either a significant reduction or trend for lower mortality and 12% reporting that mortality trended higher. Fourteen studies reported on unplanned readmissions/health-care resource use, with 29% of studies reporting that this outcome was significantly decreased or trended lower with home monitoring and 21% reported an increase. Impact on treatment was reported in 15 studies, with 67% of studies finding that either treatment was undertaken significantly earlier or significantly more interventions were undertaken in the home monitoring groups. CONCLUSION The use of home monitoring programmes may be beneficial in reducing mortality, enabling earlier and more timely detection and treatment of CHD complication. However, currently, this evidence is limited due to weakness in study designs.
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Gardner MM, Mercer-Rosa L, Faerber J, DiLorenzo MP, Bates KE, Stagg A, Natarajan SS, Szwast A, Fuller S, Mascio CE, Fleck D, Torowicz DL, Giglia TM, Rome JJ, Ravishankar C. Association of a Home Monitoring Program With Interstage and Stage 2 Outcomes. J Am Heart Assoc 2020; 8:e010783. [PMID: 31112448 PMCID: PMC6585324 DOI: 10.1161/jaha.118.010783] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Background In shunt‐dependent, single‐ventricle patients, mortality remains high in the interstage period between discharge after neonatal surgery and stage 2 operation. We sought to evaluate the impact of our infant single‐ventricle management and monitoring program (ISVMP) on interstage mortality and stage 2 outcomes. Methods and Results This retrospective single‐center cohort study compared patients enrolled in ISVMP at hospital discharge with historical controls. The relationship of ISVMP to interstage mortality was determined with a bivariate probit model for the joint modeling of both groups, using an instrumental variables approach. We included 166 ISVMP participants (December 1, 2010, to June 30, 2015) and 168 controls (January 1, 2007, to November 30, 2010). The groups did not differ by anatomy, gender, race, or genetic syndrome. Mortality was lower in the ISVMP group (5.4%) versus controls (13%). An ISVMP infant compared with a historical control had an average 29% lower predicted probability of interstage death (adjusted probability: −0.29; 95% CI, −0.52 to −0.057; P=0.015). On stratified analysis, mortality was lower in the hypoplastic left heart syndrome subgroup undergoing Norwood operation (4/84 [4.8%] versus 12/90 [14%], P=0.03) but not in those with initial palliation of shunt only (P=0.90). ISVMP participants were younger at the time of the stage 2 operation (138 versus 160 days, P<0.001), with no difference in postoperative mortality or length of stay. Conclusions In this single‐center study, we report significantly lower interstage mortality for participants with hypoplastic left heart syndrome enrolled in ISVMP. Younger age at stage 2 operation was not associated with postoperative mortality or longer length of stay.
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Affiliation(s)
- Monique M Gardner
- 1 Department of Critical Care Medicine University of Pittsburgh School of Medicine Pittsburgh PA
| | - Laura Mercer-Rosa
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Jennifer Faerber
- 3 Department of Pediatrics The Children's Hospital of Philadelphia Philadelphia PA
| | - Michael P DiLorenzo
- 4 Division of Pediatric Cardiology Department of Pediatrics New York Presbyterian/Morgan Stanley Children's Hospital Columbia University Irving Medical Center New York NY
| | - Katherine E Bates
- 5 Division of Pediatric Cardiology Department of Pediatrics and Communicable Diseases C.S. Mott Children's Hospital University of Michigan Medical School Ann Arbor MI
| | - Alyson Stagg
- 6 Division of Cardiology The Children's Hospital of Philadelphia, and The University of Pennsylvania School of Nursing Philadelphia PA
| | - Shobha S Natarajan
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Anita Szwast
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Stephanie Fuller
- 7 Division of Cardiothoracic Surgery The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Christopher E Mascio
- 7 Division of Cardiothoracic Surgery The Children's Hospital of Philadelphia and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Desiree Fleck
- 6 Division of Cardiology The Children's Hospital of Philadelphia, and The University of Pennsylvania School of Nursing Philadelphia PA
| | - Deborah L Torowicz
- 6 Division of Cardiology The Children's Hospital of Philadelphia, and The University of Pennsylvania School of Nursing Philadelphia PA
| | - Therese M Giglia
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Jonathan J Rome
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
| | - Chitra Ravishankar
- 2 Division of Cardiology Department of Pediatrics The Children's Hospital of Philadelphia, and Perelman School of Medicine at the University of Pennsylvania Philadelphia PA
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12
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Rudd NA, Ghanayem NS, Hill GD, Lambert LM, Mussatto KA, Nieves JA, Robinson S, Shirali G, Steltzer MM, Uzark K, Pike NA. Interstage Home Monitoring for Infants With Single Ventricle Heart Disease: Education and Management: A Scientific Statement From the American Heart Association. J Am Heart Assoc 2020; 9:e014548. [PMID: 32777961 PMCID: PMC7660817 DOI: 10.1161/jaha.119.014548] [Citation(s) in RCA: 62] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This scientific statement summarizes the current state of knowledge related to interstage home monitoring for infants with shunt-dependent single ventricle heart disease. Historically, the interstage period has been defined as the time of discharge from the initial palliative procedure to the time of second stage palliation. High mortality rates during the interstage period led to the implementation of in-home surveillance strategies to detect physiologic changes that may precede hemodynamic decompensation in interstage infants with single ventricle heart disease. Adoption of interstage home monitoring practices has been associated with significantly improved morbidity and mortality. This statement will review in-hospital readiness for discharge, caregiver support and education, healthcare teams and resources, surveillance strategies and practices, national quality improvement efforts, interstage outcomes, and future areas for research. The statement is directed toward pediatric cardiologists, primary care providers, subspecialists, advanced practice providers, nurses, and those caring for infants undergoing staged surgical palliation for single ventricle heart disease.
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13
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McVea S, McGettrick A. Fifteen-minute consultation: Assessing the child with a Blalock-Taussig shunt who is unwell in a district general hospital. Arch Dis Child Educ Pract Ed 2020; 105:142-146. [PMID: 31278077 DOI: 10.1136/archdischild-2018-315875] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2018] [Revised: 06/20/2019] [Accepted: 06/22/2019] [Indexed: 12/28/2022]
Abstract
Univentricular heart disease accounts for ~1.25% of all congenital heart disease. Such cases remain among the most challenging to manage, typically requiring a three-staged palliation. The first stage involves placement of a systemic to pulmonary shunt. While a variety of shunt types, including ductal stenting, can be used to manage univentricular conditions, the archetype remains the Blalock-Taussig (BT) shunt. While waiting future palliative intervention at home, intercurrent illness may necessitate presentation to a district general hospital where subspecialist advice and assessment is remote. This review aims to present the general paediatrician with a straightforward BT shunt physiology overview highlighting unique complications which may complicate intercurrent illness.
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Affiliation(s)
- Steven McVea
- Paediatric Intensive Care, Royal Hospital for Children Glasgow, Glasgow, UK
| | - Anne McGettrick
- Paediatric Critical Care, Royal Hospital for Children Glasgow, Glasgow, UK
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14
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Gong CL, Song AY, Horak R, Friedlich PS, Lakshmanan A, Pruetz JD, Yieh L, Ram Kumar S, Williams RG. Impact of Confounding on Cost, Survival, and Length-of-Stay Outcomes for Neonates with Hypoplastic Left Heart Syndrome Undergoing Stage 1 Palliation Surgery. Pediatr Cardiol 2020; 41:996-1011. [PMID: 32337623 DOI: 10.1007/s00246-020-02348-5] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 04/15/2020] [Indexed: 11/30/2022]
Abstract
The objective of this analysis was to update trends in LOS and costs by survivorship and ECMO use among neonates with hypoplastic left heart syndrome (HLHS) undergoing stage 1 palliation surgery using 2016 data from the Healthcare Cost and Utilization Project Kids' Inpatient Database. We identified neonates ≤ 28 days old with HLHS undergoing Stage 1 surgery, defined as a Norwood procedure with modified Blalock-Taussig (BT) shunt, Sano modification, or both. Multivariable regression with year random effects was used to compare LOS and costs by hospital region, case volume, survivorship, and ECMO vs. no ECMO. An E-value analysis, an approach for conducting sensitivity analysis for unmeasured confounding, was performed to determine if unmeasured confounding contributed to the observed effects. Significant differences in total costs, LOS, and mortality were noted by hospital region, ECMO use, and sub-analyses of case volume. However, other than ECMO use and mortality, the maximum E-value confidence interval bound was 1.71, suggesting that these differences would disappear with an unmeasured confounder 1.71 times more associated with both the outcome and exposure (e.g., socioeconomic factors, environment, etc.) Our findings confirm previous literature demonstrating significant resource utilization among Norwood patients, particularly those undergoing ECMO use. Based on our E-value analysis, differences by hospital region and case volume can be explained by moderate unobserved confounding, rather than a reflection of the quality of care provided. Future analyses on surgical quality must account for unobserved factors to provide meaningful information for quality improvement.
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Affiliation(s)
- Cynthia L Gong
- Division of Neonatology, Department of Pediatrics, Fetal & Neonatal Institute, Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #31, Los Angeles, CA, 90027, USA. .,Leonard D. Schaeffer Center for Health Policy and Economics, School of Pharmacy, Los Angeles, USA. .,Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.
| | - Ashley Y Song
- Division of Neonatology, Department of Pediatrics, Fetal & Neonatal Institute, Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #31, Los Angeles, CA, 90027, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Robin Horak
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.,Department of Anesthesia and Critical Care, Children's Hospital Los Angeles, Los Angeles, USA
| | - Philippe S Friedlich
- Division of Neonatology, Department of Pediatrics, Fetal & Neonatal Institute, Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #31, Los Angeles, CA, 90027, USA.,Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA
| | - Ashwini Lakshmanan
- Division of Neonatology, Department of Pediatrics, Fetal & Neonatal Institute, Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #31, Los Angeles, CA, 90027, USA.,Leonard D. Schaeffer Center for Health Policy and Economics, School of Pharmacy, Los Angeles, USA.,Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.,Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Jay D Pruetz
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.,Division of Cardiology, Department of Pediatrics, Heart Institute, Children's Hospital Los Angeles, Los Angeles, USA
| | - Leah Yieh
- Division of Neonatology, Department of Pediatrics, Fetal & Neonatal Institute, Children's Hospital Los Angeles, 4650 Sunset Boulevard, MS #31, Los Angeles, CA, 90027, USA.,Leonard D. Schaeffer Center for Health Policy and Economics, School of Pharmacy, Los Angeles, USA.,Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA
| | - S Ram Kumar
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.,Division of Cardiothoracic Surgery, Department of Surgery, Heart Institute, Children's Hospital Los Angeles, Los Angeles, USA
| | - Roberta G Williams
- Keck School of Medicine, University of Southern California, Los Angeles, CA, 90027, USA.,Division of Cardiology, Department of Pediatrics, Heart Institute, Children's Hospital Los Angeles, Los Angeles, USA
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15
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Anderson JB, Brown DW, Lihn S, Mangeot C, Bates KE, Van Bergen AH, Rudd NA, Hanke S, Tweddell J, Lannon C. Power of a Learning Network in Congenital Heart Disease. World J Pediatr Congenit Heart Surg 2019; 10:66-71. [DOI: 10.1177/2150135118815023] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Background: The National Pediatric Cardiology Quality Improvement Collaborative (NPC-QIC) formed to improve outcomes in infants with hypoplastic left heart syndrome. The collaborative sought to (1) decrease mortality, (2) reduce growth failure, and (3) reduce hospital readmissions due to major medical problems during the interstage period between discharge following stage 1 palliation (S1P) and admission for stage 2 palliation (S2P). Methods: The NPC-QIC is a learning network, coproduced by parents and clinicians, of 65 pediatric cardiology centers that contribute clinical data on care processes and outcomes to a shared registry. The adapted Breakthrough Series Model structure brings teams together regularly to review data, share lessons, and plan improvements. Outcomes are monitored using statistical process control methods. Results: Between 2008 and 2016, interstage mortality decreased by >40%, from 9.5% to 5.3%. Identification and use of a nutrition bundle led to improved infant growth, with a 28% reduction in interstage growth failure. The rate of serious hospital readmissions was low and did not significantly change. Importantly, a formed partnership with the parent group Sisters by Heart fostered the coproduction of tools and strategies and an emphasis on data transparency and outcomes. Conclusions: The NPC-QIC’s initial efforts led to improvements in interstage growth and mortality. The NPC-QIC has modeled the use of data for improvement and research, the value of coproduction with parents, and the concept “all teach, all learn,” demonstrating the power of the learning network model.
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Affiliation(s)
- Jeffrey B. Anderson
- The Heart Institute, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, OH, USA
- The James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - David W. Brown
- Boston Children’s Hospital, Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Stacy Lihn
- The James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
- Sisters by Heart, Phoenix, AZ, USA
| | - Colleen Mangeot
- Division of Biostatistics and Epidemiology, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Katherine E. Bates
- Congenital Heart Center, C.S. Mott Children’s Hospital, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Andrew H. Van Bergen
- Advocate Children’s Heart Institute, Advocate Children’s Hospital, Oak Lawn, IL, USA
| | - Nancy A. Rudd
- Children’s Hospital of Wisconsin, Milwaukee, WI, USA
| | - Samuel Hanke
- The Heart Institute, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, OH, USA
- The James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
| | - Jim Tweddell
- The Heart Institute, Cincinnati Children’s Hospital Medical Center, Department of Pediatrics, University of Cincinnati, College of Medicine, Cincinnati, OH, USA
| | - Carole Lannon
- The James M. Anderson Center for Health Systems Excellence, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, USA
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16
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Simsic JM, Phelps C, Kirchner K, Carpenito K, Allen R, Miller‐Tate H, Texter K, Galantowicz M. Interstage outcomes in single ventricle patients undergoing hybrid stage 1 palliation. CONGENIT HEART DIS 2018; 13:757-763. [DOI: 10.1111/chd.12649] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 04/24/2018] [Accepted: 06/16/2018] [Indexed: 11/28/2022]
Affiliation(s)
- Janet M. Simsic
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
| | - Christina Phelps
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
| | - Kristin Kirchner
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
| | | | - Robin Allen
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
| | | | - Karen Texter
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
| | - Mark Galantowicz
- The Heart Center at Nationwide Children’s Hospital Columbus Ohio
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17
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Nieves JA, Rudd NA, Dobrolet N. Home surveillance monitoring for high risk congenital heart newborns: Improving outcomes after single ventricle palliation - why, how & results. PROGRESS IN PEDIATRIC CARDIOLOGY 2018. [DOI: 10.1016/j.ppedcard.2018.01.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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