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Rosamilia MB, Williams J, Bair CA, Mulder H, Chiswell KE, D'Ottavio AA, Hartman RJ, Sang CJ, Welke KF, Walsh MJ, Hoffman TM, Landstrom AP, Li JS, Sarno LA. Risk Factors and Outcomes Associated with Gaps in Care in Children with Congenital Heart Disease. Pediatr Cardiol 2024; 45:976-985. [PMID: 38485760 PMCID: PMC11056317 DOI: 10.1007/s00246-024-03414-y] [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: 07/24/2023] [Accepted: 01/09/2024] [Indexed: 04/29/2024]
Abstract
Adults with congenital heart disease (CHD) benefit from cardiology follow-up at recommended intervals of ≤ 2 years. However, benefit for children is less clear given limited studies and unclear current guidelines. We hypothesize there are identifiable risks for gaps in cardiology follow-up in children with CHD and that gaps in follow-up are associated with differences in healthcare utilization. Our cohort included children < 10 years old with CHD and a healthcare encounter from 2008 to 2013 at one of four North Carolina (NC) hospitals. We assessed associations between cardiology follow-up and demographics, lesion severity, healthcare access, and educational isolation (EI). We compared healthcare utilization based on follow-up. Overall, 60.4% of 6,969 children received cardiology follow-up within 2 years of initial encounter, including 53.1%, 58.1%, and 79.0% of those with valve, shunt, and severe lesions, respectively. Factors associated with gaps in care included increased drive time to a cardiology clinic (Hazard Ratio (HR) 0.92/15-min increase), EI (HR 0.94/0.2-unit increase), lesion severity (HR 0.48 for shunt/valve vs severe), and older age (HR 0.95/month if < 1 year old and 0.94/year if > 1 year old; p < 0.05). Children with a care gap subsequently had more emergency department (ED) visits (Rate Ratio (RR) 1.59) and fewer inpatient encounters and procedures (RR 0.51, 0.35; p < 0.05). We found novel factors associated with gaps in care for cardiology follow-up in children with CHD and altered health care utilization with a gap. Our findings demonstrate a need to mitigate healthcare barriers and generate clear cardiology follow-up guidelines for children with CHD.
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Affiliation(s)
| | - Jason Williams
- Department of Pediatrics, Division of Pediatric Cardiology, Duke School of Medicine, Durham, NC, USA
| | | | - Hillary Mulder
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Karen E Chiswell
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Alfred A D'Ottavio
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Robert J Hartman
- Department of Pediatrics, Division of Pediatric Cardiology, University of North Carolina at Chapel Hill Medical Center, Chapel Hill, NC, USA
| | - Charlie J Sang
- Department of Pediatrics, Division of Pediatric Cardiology, East Carolina University, Greenville, NC, USA
| | - Karl F Welke
- Department of Surgery, Division of Pediatric Cardiothoracic Surgery, Atrium Health Levine Children's Hospital, Charlotte, NC, USA
| | - Michael J Walsh
- Department of Pediatrics, Division of Pediatric Cardiology, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Timothy M Hoffman
- Department of Pediatrics, Division of Pediatric Cardiology, University of North Carolina at Chapel Hill Medical Center, Chapel Hill, NC, USA
| | - Andrew P Landstrom
- Department of Pediatrics, Division of Pediatric Cardiology, Duke School of Medicine, Durham, NC, USA
- Department of Cell Biology, Duke School of Medicine, Durham, NC, USA
| | - Jennifer S Li
- Department of Pediatrics, Division of Pediatric Cardiology, Duke School of Medicine, Durham, NC, USA
- Duke Clinical Research Institute, Duke University Medical Center, Durham, NC, USA
| | - Lauren A Sarno
- Department of Pediatrics, Division of Pediatric Cardiology, East Carolina University, Greenville, NC, USA.
- Brody School of Medicine, East Carolina University, 115 Heart Drive, Greenville, NC, 27834, USA.
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Cybulsky AV, Cercena L, Goodyer PR, Suri RS. Transition From Pediatric to Adult Nephrology Care: Program Report of a Single-Center Experience. Can J Kidney Health Dis 2023; 10:20543581231191836. [PMID: 37564323 PMCID: PMC10411281 DOI: 10.1177/20543581231191836] [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: 02/13/2023] [Accepted: 06/23/2023] [Indexed: 08/12/2023] Open
Abstract
Purpose of program Adolescents and young adults with chronic disease face many personal and systemic barriers that may impede their successful transition from pediatric to adult care, putting them at risk for treatment nonadherence, loss to follow-up, and poor health outcomes. Such barriers include impaired socioemotional functioning, overreliance on adult caregivers, lack of disease-specific knowledge, and poor coordination between pediatric and adult health care services. In 2007, we established a specialized youth to adult nephrology transition clinic at a tertiary care center to address these barriers and provide adolescents and young adults with renal disease followed at the affiliated children's hospital with a seamless transition to adult care. Sources of information The attending clinic nephrologist collected data prospectively for this quality improvement report. Methods The features of this specialized clinic included (1) single point of entry and single triage adult nephrologist, (2) ongoing follow-up with a single adult nephrologist who communicated with the pediatric nephrologists, and (3) a single specialized clinic nurse who provided disease-specific education and helped to ensure ongoing patient engagement and follow-up. Importantly, the transition patients were booked into regular appointment slots in the adult nephrologist's general clinic, which facilitated regular follow-up without additional resources. The salary of the transition clinic nurse was covered by an unrestricted grant. Patient visits were in-person, except between 2020 and 2021 when visits were by telephone due to the pandemic. Key findings A total of 213 patients were referred and assessed in the transition clinic from February 2007 until October 2022. Most referrals were from pediatric nephrologists. Among the patients, 29% had a hereditary kidney disease; in 71%, the disease was acquired. The most common disease was glomerulonephritis and ~30% of the patients suffered from a "rare" disease. Of the 213 patients, 123 (58%) continue to be followed up (mean follow-up: 4.8 years), 27 (13%) were transferred to other physicians, in part to accommodate treatment closer to patients' homes, and 29 (14%) without ongoing care needs were discharged. Only 33 (15%) were lost to follow-up. There were several advantages to the clinic, including the maintenance of accurate records, a process to minimize loss to follow-up, and a "critical mass" of patients with rare diseases, which facilitated development of special expertise in rare disease pathogenesis, diagnosis, treatment, and management of complications. Patients with glomerulonephritis demonstrated a stable serum creatinine over 3 to 15 years, and morbidity (as reflected by emergency room visits and hospitalizations) was low. Limitations Due to the relatively small numbers of patients in the disease categories, it was not possible to determine conclusively whether attendance of patients in the transition clinic reduced the rate of progression of kidney disease or morbidity. Implications A dedicated referral, triage, and follow-up process post-transition with only modest financial resources and personnel can result in accurate tracking of clinic data, as well as consistent and reliable follow-up and expert patient care.
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Affiliation(s)
- Andrey V. Cybulsky
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Leonor Cercena
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Paul R. Goodyer
- Department of Pediatrics, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
| | - Rita S. Suri
- Department of Medicine, McGill University Health Centre Research Institute, McGill University, Montreal, QC, Canada
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Prodam F, Caputo M, Romanisio M, Brasili S, Zavattaro M, Samà MT, Ferrero A, Costelli S, Lenzi FR, Petri A, Basso E, Bellone S, Aimaretti G. Transition in endocrinology: predictors of drop-out of a heterogeneous population on a long-term follow-up. J Endocrinol Invest 2023; 46:1009-1016. [PMID: 36459368 DOI: 10.1007/s40618-022-01975-4] [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: 09/21/2022] [Accepted: 11/26/2022] [Indexed: 12/05/2022]
Abstract
PURPOSE To evaluate: (1) clinical and epidemiological characteristics of outpatients transitioned from Pediatrics Endocrine (PED) to Adult Endocrine Department (AED) in a tertiary center; (2) transition process features, and predictors of drop-out. METHODS Demographic, clinical, and transition features of 170 consecutive patients with pediatric onset of chronic endocrine or metabolic disease (excluded type 1 diabetes) who transitioned from PED to AED (2007-2020) were retrospective evaluated. RESULTS The age at transition was 18.4 ± 4 years (F:M = 1.2: 1), and mean follow-up 2.8 years. The population was heterogeneous; the most (69.4%) was affected by one, 24.1% by two or more endocrine diseases, 6.5% were followed as part of a cancer survivor's surveillance protocol. The comorbidity burden was high (37, 20.6, and 11.2% of patients had 2, 3, 4, or more diseases). The number of visits was associated with the number of endocrine diseases and the type of them. Adherent subjects had a higher number of comorbidities. Thyroid disorders and more than one comorbidity predicted the adherence to follow-up. Having performed one visit only was predictive of drop-out, regardless of the pathology at diagnosis. CONCLUSION This is the first study that analyzed a specific transition plan for chronic endocrine diseases on long-term follow-up. The proposed "one-size-fits-all model" is inadequate in responding to the needs of patients. A structured transition plan is an emerging cornerstone.
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Affiliation(s)
- F Prodam
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy.
- Department of Health Sciences, Università del Piemonte Orientale, Via Solaroli 17, 28100, Novara, Italy.
| | - M Caputo
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
- Department of Health Sciences, Università del Piemonte Orientale, Via Solaroli 17, 28100, Novara, Italy
| | - M Romanisio
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - S Brasili
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - M Zavattaro
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - M T Samà
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - A Ferrero
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - S Costelli
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
| | - F R Lenzi
- Department of Movement, Human and Health Sciences, University of Rome "Foro Italico", Piazza Lauro de Bosis 15, 00135, Rome, Italy
| | - A Petri
- Division of Pediatrics, Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - E Basso
- Division of Pediatrics, Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - S Bellone
- Division of Pediatrics, Department of Health Sciences, Università del Piemonte Orientale, Novara, Italy
| | - G Aimaretti
- Endocrinology, Department of Translational Medicine, Università del Piemonte Orientale, Novara, Italy
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Cannavò S, Cappa M, Ferone D, Isidori AM, Loche S, Salerno M, Maghnie M. Appropriate management of growth hormone deficiency during the age of transition: an Italian Delphi consensus statement. J Endocrinol Invest 2023; 46:189-200. [PMID: 35960476 DOI: 10.1007/s40618-022-01880-w] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Accepted: 07/22/2022] [Indexed: 01/12/2023]
Affiliation(s)
- S Cannavò
- Endocrine Unit of Department of Human Pathology DETEV, University of Messina, Messina, Italy
| | - M Cappa
- Endocrinology Unit, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy
| | - D Ferone
- Endocrinology Unit, Department of Internal Medicine & Medical Specialties, IRCCS Ospedale Policlinico San Martino, University of Genova, Genoa, Italy
| | - A M Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - S Loche
- Pediatric Endocrinology Unit, Pediatric Hospital Microcitemico A. Cao, ARNAS G. Brotzu, Cagliari, Italy
| | - M Salerno
- Pediatric Endocrinology Unit, Department of Translational Medical Sciences, University of Naples Federico II, Naples, Italy
| | - M Maghnie
- Department of Pediatrics, IRCCS Istituto Giannina Gaslini 5, 16 147, Genoa, Italy.
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genova, Genoa, Italy.
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Lost but not missing: factors associated with loss of follow-up in a paediatric cardiology clinic. Cardiol Young 2022; 32:1061-1065. [PMID: 34470682 DOI: 10.1017/s1047951121003619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
BACKGROUND Loss of follow-up is a barrier to providing adequate care to paediatric cardiac patients. The purpose of this study was to determine variables associated with loss of appropriate paediatric cardiology follow-up, including potentially modifiable factors. We hypothesised having earlier recommend follow-up intervals was associated with less likelihood of loss of follow-up. METHODS We performed a retrospective cohort study of patients >5 years old seen in a large, outpatient paediatric practice from 2013 to 2016. Subjects were considered to be lost to follow-up if they did not have a subsequent outpatient encounter by 6 months after their recommend follow-up time interval. RESULTS Of the 8940 eligible patients, 45.9% were lost to follow-up. Recommended follow-up interval of 1 year was associated with less loss of follow-up (41.4%) as compared to 2-year intervals (51.6%) and 3 years (55.7%) (p < 0.001 for both). Other significant predictors of loss of follow-up included less severe heart disease, older age, and non-Hispanic Black race/ethnicity. Sex and payor type were not significant predictors. In the stratified analyses by severity of disease and age, longer recommended follow-up time was associated with greater loss of follow-up among all severity and age categories. CONCLUSIONS Almost half of the patients in our cohort did not return to clinic within the recommended timeline. Shorter follow-up time was associated with less loss of follow-up among all categories of disease severity and age groups. Recommending shorter follow-up intervals may be one initiative for paediatric cardiologists to improve rates of follow-up.
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Fernandez-Luque L, Al Herbish A, Al Shammari R, Argente J, Bin-Abbas B, Deeb A, Dixon D, Zary N, Koledova E, Savage MO. Digital Health for Supporting Precision Medicine in Pediatric Endocrine Disorders: Opportunities for Improved Patient Care. Front Pediatr 2021; 9:715705. [PMID: 34395347 PMCID: PMC8358399 DOI: 10.3389/fped.2021.715705] [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: 05/27/2021] [Accepted: 06/17/2021] [Indexed: 12/16/2022] Open
Abstract
Digitalization of healthcare delivery is rapidly fostering development of precision medicine. Multiple digital technologies, known as telehealth or eHealth tools, are guiding individualized diagnosis and treatment for patients, and can contribute significantly to the objectives of precision medicine. From a basis of "one-size-fits-all" healthcare, precision medicine provides a paradigm shift to deliver a more nuanced and personalized approach. Genomic medicine utilizing new technologies can provide precision analysis of causative mutations, with personalized understanding of mechanisms and effective therapy. Education is fundamental to the telehealth process, with artificial intelligence (AI) enhancing learning for healthcare professionals and empowering patients to contribute to their care. The Gulf Cooperation Council (GCC) region is rapidly implementing telehealth strategies at all levels and a workshop was convened to discuss aspirations of precision medicine in the context of pediatric endocrinology, including diabetes and growth disorders, with this paper based on those discussions. GCC regional investment in AI, bioinformatics and genomic medicine, is rapidly providing healthcare benefits. However, embracing precision medicine is presenting some major new design, installation and skills challenges. Genomic medicine is enabling precision and personalization of diagnosis and therapy of endocrine conditions. Digital education and communication tools in the field of endocrinology include chatbots, interactive robots and augmented reality. Obesity and diabetes are a major challenge in the GCC region and eHealth tools are increasingly being used for management of care. With regard to growth failure, digital technologies for growth hormone (GH) administration are being shown to enhance adherence and response outcomes. While technical innovations become more affordable with increasing adoption, we should be aware of sustainability, design and implementation costs, training of HCPs and prediction of overall healthcare benefits, which are essential for precision medicine to develop and for its objectives to be achieved.
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Affiliation(s)
| | | | - Riyad Al Shammari
- National Center for Artificial Intelligence, Saudi Data and Artificial Intelligence Authority, Riyadh, Saudi Arabia
| | - Jesús Argente
- Department of Pediatrics & Pediatric Endocrinology, Hospital Infantil Universitario Niño Jesús, Instituto de Investigación La Princesa, Universidad Autónoma de Madrid, Madrid, Spain
- Centro de Investigación Biomédica en Red (CIBER) de Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
- IMDEA Food Institute, CEIUAM+CSIC, Madrid, Spain
| | - Bassam Bin-Abbas
- King Faisal Specialist Hospital and Research Centre, Riyadh, Saudi Arabia
| | - Asma Deeb
- Paediatric Endocrine Division, Sheikh Shakhbout Medical City, Abu Dhabi, United Arab Emirates
| | - David Dixon
- Connected Health and Devices, Merck, Ares Trading SA, Aubonne, Switzerland
| | - Nabil Zary
- Institute for Excellence in Health Professions Education, Mohammed Bin Rashid University of Medicine and Health Sciences, Dubai, United Arab Emirates
| | | | - Martin O. Savage
- Department of Endocrinology, William Harvey Research Institute, Barts and the London School of Medicine & Dentistry, London, United Kingdom
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