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Logan BA, Isaksen IA, Samsel C. Psychological Health of the Adolescent Transplant Recipient. Pediatr Transplant 2024; 28:e14841. [PMID: 39129441 DOI: 10.1111/petr.14841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 07/11/2024] [Accepted: 07/30/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND Solid organ transplant recipients experience a period of unique vulnerability during adolescence, when normative developmental changes intersect with health-related variables to influence psychological health. METHODS This article builds on previous reviews of psychological health in solid organ transplant recipients and proposes opportunities for clinical intervention during adolescence. RESULTS Transplant recipients often experience neurocognitive changes, particularly with respect to executive functions, that impact health management tasks and autonomous care. Recipients should be monitored for the development of anxiety, depression, and posttraumatic stress symptoms during adolescence, which in turn can negatively impact adherence to immunosuppression. Recent research in posttraumatic growth and resiliency factors may represent a promising avenue of intervention, leveraging normative developmental processes during this time period. CONCLUSIONS As pediatric transplant providers, adolescence represents a developmental period for targeted interventions to foster adjustment and adherence and promote a successful transition to adult care.
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Affiliation(s)
- Beth A Logan
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, Massachusetts, USA
- Pediatric Transplant Center, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Imari-Ashley Isaksen
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, Massachusetts, USA
- Pediatric Transplant Center, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
| | - Chase Samsel
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Boston, Massachusetts, USA
- Pediatric Transplant Center, Boston Children's Hospital, Boston, Massachusetts, USA
- Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
- Department of Psychosocial Oncology and Palliative Care, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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2
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Williams BS, Kaye JT. Addressing Substance Use in the Adolescent Transplant Population. Pediatr Transplant 2024; 28:e14815. [PMID: 38924242 DOI: 10.1111/petr.14815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 06/03/2024] [Accepted: 06/10/2024] [Indexed: 06/28/2024]
Abstract
Adolescence is a unique period of physical and psychosocial changes as youth transition, over many years, to adulthood. The psychosocial changes that accompany adolescence include emotional separation from parents, greater influence of peer groups, an interest in self-identification and autonomy, and increased risk-taking behaviors. Substance use is a common form of risk-taking behavior in the adolescent developmental stage. Alcohol, nicotine, and cannabis are the most common types of substances used in the United States. In the adolescent transplant population, rates of substance use appear to be at, or slightly below, their peer counterparts. Substance use can lead to deleterious health outcomes for adolescent transplant patients as a result of impaired decision-making, reduction in medication and clinic visit compliance, increases in mental health disorders, and risk for developing dependence and a substance use disorder. Given the close relationship that many pediatric transplant providers have with their patients and families, transplant care teams are in an excellent position to help their patients by addressing adolescent substance use. This narrative review describes how providers can use proactive standardized approaches to identify and intervene with substance use behavior.
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Affiliation(s)
- Brian S Williams
- Division of Hospital Medicine and Complex Care, Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
- Division of Hospital Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
- Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
| | - Jesse T Kaye
- Center for Tobacco Research and Intervention, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
- Division of General Internal Medicine, Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA
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Roberts E, Zelikovsky N. Family Environment, Social Support, and Health-Related Quality of Life in Adolescents Following Kidney Transplant. Pediatr Transplant 2024; 28:e14824. [PMID: 38992881 DOI: 10.1111/petr.14824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2023] [Revised: 06/17/2024] [Accepted: 06/27/2024] [Indexed: 07/13/2024]
Abstract
BACKGROUND Kidney transplantation is the treatment of choice for pediatric end-stage renal disease. Transplant recipients often have better neurocognitive, academic, and health-related outcomes. While there is some evidence that health-related quality of life (HRQOL) improves following kidney transplant, other studies have found adolescent transplant recipients report lower overall HRQOL than healthy peers. Current research has focused on individual-level factors affecting adjustment to organ transplant, warranting examination of HRQOL from a systems perspective. Family environment and social support contribute to a system of proximal relationships that are crucial in adolescents' development, making them important factors to study in relation to HRQOL post-transplant. METHODS The current study utilized archival data of adolescent renal transplant patients who completed surveys about their family environment, social support, and HRQOL during routine transplant clinic visits. RESULTS Family cohesion, as well as social support from parents, classmates, and people in school, were positively correlated with HRQOL. Social support from people in school uniquely predicted variance in HRQOL, beyond the contribution of overall family environment after controlling for demographic factors. Relative to comparable adolescent samples, transplant recipients reported more optimal overall family environment, greater social support from teachers, and lower social support from close friends. CONCLUSION Psychosocial interventions for adolescent kidney transplant recipients may be enhanced by collaborating with school professionals and further bolstering strengths in the family environment. Kidney transplant recipients may benefit from long-term intervention, as decreased HRQOL appears to persist years post-transplant.
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Affiliation(s)
- Emma Roberts
- Department of Psychology, La Salle University, Philadelphia, Pennsylvania, USA
| | - Nataliya Zelikovsky
- Department of Psychology, La Salle University, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Driollet B, Couchoud C, Bacchetta J, Boyer O, Hogan J, Morin D, Nobili F, Tsimaratos M, Bérard E, Bayer F, Launay L, Leffondré K, Harambat J. Social Deprivation and Incidence of Pediatric Kidney Failure in France. Kidney Int Rep 2024; 9:2269-2277. [PMID: 39081742 PMCID: PMC11284436 DOI: 10.1016/j.ekir.2024.04.042] [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: 09/29/2023] [Revised: 04/12/2024] [Accepted: 04/17/2024] [Indexed: 08/02/2024] Open
Abstract
Introduction Approximately 8 per million children and young adults aged < 20 years initiate kidney replacement therapy (KRT) per year in France. We hypothesize that social deprivation could be a determinant of childhood-onset kidney failure. The objective of this study was to estimate the incidence of pediatric KRT in France according to the level of social deprivation. Methods All patients < 20 years who initiated KRT from 2010 to 2015 in metropolitan France were included. Data were collected from the comprehensive French registry of KRT French Renal Epidemiology and Information network (REIN). We used a validated ecological index to assess social deprivation, the 2011 French version of the European Deprivation Index (EDI). We estimated the age standardized incidence rates according to the quintiles of EDI using direct standardization and incidence rate ratio using Poisson regression. Results We included 672 children with kidney failure (58.6% males, 30.7% with glomerular or vascular disease, 43.3% starting KRT between 11 and 17 years). 38.8% were from the most deprived areas (quintile 5 of EDI). The age standardized incidence rate increased with quintile of EDI, from 5.45 (95% confidence interval [CI] = 4.25-6.64) per million children per year in the least deprived quintile to 8.46 (95% CI = 7.41-9.51) in the most deprived quintile of EDI (incidence rates ratio Q5 vs. Q1 1.53-fold; 95% CI = 1.18-2.01). Conclusion This study showed that even in a country with a universal health care system, there is a strong association between the incidence of pediatric KRT and social deprivation showing that social health inequalities appear from KRT initiation. This study highlights the need to look further into social inequalities in the earliest stage of chronic kidney disease (CKD).
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Affiliation(s)
- Bénédicte Driollet
- University of Bordeaux, ISPED, Centre INSERM U1219-Bordeaux Population Health, Bordeaux, France
- INSERM, Clinical Investigation Center-Clinical Epidemiology CIC-1401, Bordeaux, France
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Quebec, Canada
| | - Cécile Couchoud
- REIN registry, Agence de la Biomédecine, La Plaine-Saint Denis, France
| | - Justine Bacchetta
- Pediatric Nephrology Unit, Centre de Référence des Maladies Rénales Rares Nephrogones, Femme Mère Enfants Hospital, Hospices Civils de Lyon, Bron, France
| | - Olivia Boyer
- Pediatric Nephrology Unit, Centre de Référence des Maladies Rénales Rares MARHEA, Necker-Enfants Malades Hospital, Imagine Institute, Université Paris Cité, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Julien Hogan
- Pediatric Nephrology Unit, Centre de Référence des Maladies Rénales Rares Marhea, Robert Debré Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France
| | - Denis Morin
- Pediatric Nephrology Unit, Centre de Référence des Maladies Rénales Rares Sorare, Arnaud de Villeneuve Hospital, Montpellier University Hospital, Montpellier, France
| | - François Nobili
- Department of Pediatrics, Besançon University Hospital, Besançon, France
| | - Michel Tsimaratos
- REIN registry, Agence de la Biomédecine, La Plaine-Saint Denis, France
- Pediatric Nephrology Unit, La Timone University Hospital, Assistance Publique-Hôpitaux de Marseille, Marseille, France
| | - Etienne Bérard
- Department of Pediatrics, Nice University Hospital, Nice, France
| | - Florian Bayer
- REIN registry, Agence de la Biomédecine, La Plaine-Saint Denis, France
| | - Ludivine Launay
- INSERM-UCN U1086 Anticipe, Equipe Labellisée Ligue Contre le Cancer, Centre de Lutte contre le Cancer François Baclesse, Caen, France
| | - Karen Leffondré
- University of Bordeaux, ISPED, Centre INSERM U1219-Bordeaux Population Health, Bordeaux, France
- INSERM, Clinical Investigation Center-Clinical Epidemiology CIC-1401, Bordeaux, France
| | - Jérôme Harambat
- University of Bordeaux, ISPED, Centre INSERM U1219-Bordeaux Population Health, Bordeaux, France
- INSERM, Clinical Investigation Center-Clinical Epidemiology CIC-1401, Bordeaux, France
- Pediatric Nephrology Unit, Centre de Référence Maladies rénales rares Sorare, Pellegrin-Enfants Hospital, Bordeaux University Hospital, Bordeaux, France
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House TR, Marks SD, Freeman MA. Holistic care and symptom management for pediatric kidney transplant recipients. Pediatr Nephrol 2024; 39:1759-1769. [PMID: 37851087 DOI: 10.1007/s00467-023-06175-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Revised: 06/16/2023] [Accepted: 09/11/2023] [Indexed: 10/19/2023]
Abstract
While many aspects of life may improve substantially for children and young people undergoing kidney transplant, there may be new challenges including symptoms that can be detrimental to health-related quality of life. Addressing symptoms requires attention to patient and family perspectives and a holistic approach grounded in symptom management. The interdisciplinary pediatric nephrology transplant team should be attuned to the prevalence of common symptoms including fatigue, anxiety, depression, post-traumatic stress, pain, and sleep disturbances, as well as poor body image and sexual health. These common symptoms require regular assessment with a focus on appropriate interventions and how care may be impacted by transplant status.
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Affiliation(s)
- Taylor R House
- Division of Nephrology, Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin Madison, Madison, WI, 53792, USA
| | - Stephen D Marks
- Department of Paediatric Nephrology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, University College London Great Ormond Street Institute of Child Health, London, UK
| | - Michael A Freeman
- Division of Pediatric Nephrology and Hypertension, Departments of Pediatrics and Humanities, Penn State College of Medicine, Penn State Health Children's Hospital, 90 Hope Drive, PO Box 855, Hershey, PA, 17036, USA.
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6
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Kim JS, Wray J, Ridout D, Plumb L, Nitsch D, Robb M, Marks SD. Protocol for a multicentre prospective exploratory mixed-methods study investigating the modifiable psychosocial variables influencing access to and outcomes after kidney transplantation in children and young people in the UK. BMJ Open 2024; 14:e078150. [PMID: 38806415 PMCID: PMC11138291 DOI: 10.1136/bmjopen-2023-078150] [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: 07/25/2023] [Accepted: 05/02/2024] [Indexed: 05/30/2024] Open
Abstract
INTRODUCTION Kidney transplantation is the preferred therapy for children with stage 5 chronic kidney disease (CKD-5). However, there is a wide variation in access to kidney transplantation across the UK for children. This study aims to explore the psychosocial factors that influence access to and outcomes after kidney transplantation in children in the UK using a mixed-methods prospective longitudinal design. METHODS Qualitative data will be collected through semistructured interviews with children affected by CKD-5, their carers and paediatric renal multidisciplinary team. Recruitment for interviews will continue till data saturation. These interviews will inform the choice of existing validated questionnaires, which will be distributed to a larger national cohort of children with pretransplant CKD-5 (n=180) and their carers. Follow-up questionnaires will be sent at protocolised time points regardless of whether they receive a kidney transplant or not. Coexisting health data from hospital, UK renal registry and National Health Service Blood and Transplant registry records will be mapped to each questionnaire time point. An integrative analysis of the mixed qualitative and quantitative data will define psychosocial aspects of care for potential intervention to improve transplant access. ANALYSIS Qualitative data will be analysed using thematic analysis. Quantitative data will be analysed using appropriate statistical methods to understand how these factors influence access to transplantation, as well as the distribution of psychosocial factors pretransplantation and post-transplantation. ETHICS AND DISSEMINATION This study protocol has been reviewed by the National Institute for Health Research Academy and approved by the Wales Research Ethics Committee 4 (IRAS number 270493/ref: 20/WA/0285) and the Scotland A Research Ethics Committee (ref: 21/SS/0038). Results from this study will be disseminated across media platforms accessed by affected families, presented at conferences and published in peer-reviewed journals.
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Affiliation(s)
- Ji Soo Kim
- Paediatric Nephrology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
| | - Jo Wray
- Centre for Outcomes and Experience Research in Children's Health, Illness and Disability, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
| | - Deborah Ridout
- Population, Policy and Practice, UCL Great Ormond Street Institute of Child Health, UCL, London, UK
| | - Lucy Plumb
- UK Renal Registry, Bristol, UK
- Population Health Sciences, University of Bristol Medical School, Bristol, UK
| | - Dorothea Nitsch
- UK Renal Registry, Bristol, UK
- Non-communicable disease epidemiology, London School of Hygiene & Tropical Medicine, London, UK
| | - Matthew Robb
- Statistics and Clinical Studies, NHS Blood and Transplant, Bristol, UK
| | - Stephen D Marks
- Paediatric Nephrology, Great Ormond Street Hospital for Children NHS Foundation Trust, London, UK
- NIHR Great Ormond Street Hospital Biomedical Research Centre, London, UK
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7
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Winder GS, Fernandez AC, Perumalswami PV, Mellinger JL, Clifton EG. Reexamining "psychosocial clearance": A procedural framework for psychosocial evaluation in liver transplantation. Liver Transpl 2024; 30:431-442. [PMID: 38009890 DOI: 10.1097/lvt.0000000000000306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Accepted: 11/17/2023] [Indexed: 11/29/2023]
Abstract
Psychosocial and "nonmedical" phenomena are commonly encountered in liver transplantation (LT) evaluations. They are simultaneously crucial decision-making factors and some of the most difficult and controversial clinical matters clinicians confront. Epidemiology, societal trends, and the preponderance of psychological and behavioral factors underpinning common end-stage liver diseases ensure that LT teams will continue to encounter highly complex psychosocial patient presentations. Psychosocial policies, practices, and opinions vary widely among clinicians and LT centers. Liver clinicians already report insufficient psychosocial expertise, which creates a large gap between the stark need for psychosocial expansion, improvement, and innovation in LT and the lack of accompanying guidance on how to achieve it. While the clinical domains of an LT psychosocial evaluation have been well-described, few articles analyze the procedures by which teams determine candidates' "psychosocial clearance" and no conceptual frameworks exist. This article proposes a framework of core domains of psychosocial evaluation procedures, common pitfalls, and practical improvement strategies.
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Affiliation(s)
- Gerald Scott Winder
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, USA
| | - Anne C Fernandez
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
| | - Ponni V Perumalswami
- Department of Internal Medicine, Veterans Affairs, Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Jessica L Mellinger
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
- Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Erin G Clifton
- Department of Psychiatry, University of Michigan, Ann Arbor, Michigan, USA
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Joshi D, Nayagam J, Clay L, Yerlett J, Claridge L, Day J, Ferguson J, Mckie P, Vara R, Pargeter H, Lockyer R, Jones R, Heneghan M, Samyn M. UK guideline on the transition and management of childhood liver diseases in adulthood. Aliment Pharmacol Ther 2024; 59:812-842. [PMID: 38385884 DOI: 10.1111/apt.17904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 10/15/2023] [Accepted: 02/03/2024] [Indexed: 02/23/2024]
Abstract
INTRODUCTION Improved outcomes of liver disease in childhood and young adulthood have resulted in an increasing number of young adults (YA) entering adult liver services. The adult hepatologist therefore requires a working knowledge in diseases that arise almost exclusively in children and their complications in adulthood. AIMS To provide adult hepatologists with succinct guidelines on aspects of transitional care in YA relevant to key disease aetiologies encountered in clinical practice. METHODS A systematic literature search was undertaken using the Pubmed, Medline, Web of Knowledge and Cochrane database from 1980 to 2023. MeSH search terms relating to liver diseases ('cholestatic liver diseases', 'biliary atresia', 'metabolic', 'paediatric liver diseases', 'autoimmune liver diseases'), transition to adult care ('transition services', 'young adult services') and adolescent care were used. The quality of evidence and the grading of recommendations were appraised using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) system. RESULTS These guidelines deal with the transition of YA and address key aetiologies for the adult hepatologist under the following headings: (1) Models and provision of care; (2) screening and management of mental health disorders; (3) aetiologies; (4) timing and role of liver transplantation; and (5) sexual health and fertility. CONCLUSIONS These are the first nationally developed guidelines on the transition and management of childhood liver diseases in adulthood. They provide a framework upon which to base clinical care, which we envisage will lead to improved outcomes for YA with chronic liver disease.
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Affiliation(s)
- Deepak Joshi
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
| | - Jeremy Nayagam
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
| | - Lisa Clay
- Paediatric Liver, GI and Nutrition service, King's College Hospital NHS Foundation Trust, London, UK
| | - Jenny Yerlett
- Paediatric Liver, GI and Nutrition service, King's College Hospital NHS Foundation Trust, London, UK
| | - Lee Claridge
- Leeds Liver Unit, St James's University Hospital, Leeds, UK
| | - Jemma Day
- Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - James Ferguson
- National Institute for Health Research, Birmingham Biomedical Research Centre, University of Birmingham, Birmingham, UK
| | - Paul Mckie
- Department of Social Work, King's College Hospital NHS Foundation Trust, London, UK
| | - Roshni Vara
- Paediatric Liver, GI and Nutrition service, King's College Hospital NHS Foundation Trust, London, UK
- Evelina London Children's Hospital, London, UK
| | | | | | - Rebecca Jones
- Leeds Liver Unit, St James's University Hospital, Leeds, UK
| | - Michael Heneghan
- Institute of Liver Studies, King's College Hospital NHS Foundation Trust, London, UK
| | - Marianne Samyn
- Paediatric Liver, GI and Nutrition service, King's College Hospital NHS Foundation Trust, London, UK
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Turner EM, Cassidy AR, Rea KE, Smith-Paine JM, Wolfe KR. [Formula: see text] The multifaceted role of neuropsychology in pediatric solid organ transplant: preliminary guidelines and strategies for clinical practice. Child Neuropsychol 2024; 30:503-537. [PMID: 37291962 DOI: 10.1080/09297049.2023.2221759] [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: 11/23/2022] [Accepted: 05/31/2023] [Indexed: 06/10/2023]
Abstract
The incidence of pediatric solid organ transplantation (SOT) has increased in recent decades due to medical and surgical advances as well as improvements in organ procurement. Survival rates for pediatric kidney, liver, and heart transplantation are above 85% but patients continue to experience complex healthcare needs over their lifetime. Long-term developmental and neuropsychological sequelae are becoming increasingly recognized in this population, although preliminary work is limited and deserves further attention. Neuropsychological weaknesses are often present prior to transplantation and may be related to underlying congenital conditions as well as downstream impact of the indicating organ dysfunction on the central nervous system. Neuropsychological difficulties pose risk for functional complications, including disruption to adaptive skill development, social-emotional functioning, quality of life, and transition to adulthood. The impact of cognitive dysfunction on health management activities (e.g., medication adherence, medical decision-making) is also an important consideration given these patients' lifelong medical needs. The primary aim of this paper is to provide preliminary guidelines and clinical strategies for assessment of neuropsychological outcomes across SOT populations for pediatric neuropsychologists and the multidisciplinary medical team, including detailing unique and shared etiologies and risk factors for impairment across organ types, and functional implications. Recommendations for clinical neuropsychological monitoring as well as multidisciplinary collaboration within pediatric SOT teams are also provided.
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Affiliation(s)
- Elise M Turner
- Department of Pediatrics, Section of Neurology, Children's Hospital Colorado/University of Colorado School of Medicine, Aurora, CO, USA
| | - Adam R Cassidy
- Departments of Psychiatry & Psychology and Pediatric & Adolescent Medicine, Mayo Clinic, Rochester, MN, USA
- Department of Psychiatry and Behavioral Sciences, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kelly E Rea
- Division of Pediatric Psychology, Department of Pediatrics, C. S. Mott Children's Hospital, Michigan Medicine, Ann Arbor, MI, USA
| | - Julia M Smith-Paine
- Division of Developmental-Behavioral Pediatrics & Psychology, Department of Pediatrics, Rainbow Babies & Children's Hospital, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Kelly R Wolfe
- Department of Pediatrics, Section of Neurology, Children's Hospital Colorado/University of Colorado School of Medicine, Aurora, CO, USA
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10
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Kim JJ, Lawless L, Marshall D, Maxted A, Lunn A, Mallik M, Williams A. Pharmacokinetics of Envarsus in pediatric kidney transplant recipients - phase 1 pilot conversion study. Pediatr Transplant 2024; 28:e14703. [PMID: 38433334 DOI: 10.1111/petr.14703] [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: 12/12/2023] [Revised: 01/10/2024] [Accepted: 01/22/2024] [Indexed: 03/05/2024]
Abstract
INTRODUCTION Tacrolimus is the standard immunosuppressant for pediatric kidney transplants and is routinely administered twice daily (BD-tac). Envarsus (LCP-tac), an extended-release formulation, is approved for adults but not for pediatric patients. METHODS We conducted a pilot open-label phase 1 study in stable pediatric kidney transplant recipients (age < 18 at the time of study). Our primary objective was to compare the pharmacokinetics (Pk) of LCP-tac versus BD-tac. We conducted two 24-h Pk studies: pre-conversion (BD-tac) and 4 weeks post-conversion to LCP-tac. Patients were followed for 6 months, with the option to continue LCP-tac. RESULTS Five patients completed the study, with no returns to BD-tac. Median age was 15 years (range 11-17). LCP-tac exhibited an extended-release profile versus the bimodal profile of BD-tac. Time to maximum concentration was delayed (5 h vs. 1 h), and maximum concentration was lower (9.9 ng/mL vs. 14.4 ng/mL). Tacrolimus area under the curve (24 h) was comparable (141 ± 46.5 ng/mL vs. 164 ± 27.8 ng/mL). No new safety concerns arose. There were no rejection and no difference in eGFR at the study's end (1.5 mL/min/1.73 m2 , range - 1.7 to 2.3 mL/min/1.73 m2 ). Concentration/dose ratio was higher in LCP-tac (1.8 ± 0.64 vs. 0.8 ± 0.39). The final conversion ratio was 0.6 (BD-tac: LCP-tac). CONCLUSION Our pilot study confirms the extended-release Pk profile and improved absorption of LCP-tac compared to BD-tac. A larger study is needed to further evaluate the population Pk characteristics in children.
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Affiliation(s)
- Jon Jin Kim
- Department of Paediatric Nephrology, Nottingham University Hospitals NHS Trust, Nottingham, UK
- Department of Surgery, University of Cambridge, Cambridge, UK
| | - Laura Lawless
- Research and Innovation, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - David Marshall
- Department of Clinical Biochemistry, Wythenshawe Hospital, Manchester, UK
| | - Andrew Maxted
- Department of Paediatric Nephrology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Andrew Lunn
- Department of Paediatric Nephrology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Meeta Mallik
- Department of Paediatric Nephrology, Nottingham University Hospitals NHS Trust, Nottingham, UK
| | - Alun Williams
- Department of Paediatric Nephrology, Nottingham University Hospitals NHS Trust, Nottingham, UK
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11
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Killian MO, Little CW, Howry SK, Watkivs M, Triplett KN, Desai DM. Demographic Factors, Medication Adherence, and Post-transplant Health Outcomes: A Longitudinal Multilevel Modeling Approach. J Clin Psychol Med Settings 2024; 31:163-173. [PMID: 37589865 DOI: 10.1007/s10880-023-09970-4] [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] [Accepted: 07/26/2023] [Indexed: 08/18/2023]
Abstract
Few studies in pediatric solid organ transplantation have examined non-adherence to immunosuppressive medication over time and its associations with demographic factors and post-transplant outcomes including late acute rejection and hospitalizations. We examined longitudinal variation in patient Medication Level Variability Index (MLVI) adherence data from pediatric kidney, liver, and heart transplant recipients. Patient and administrative data from the United Network for Organ Sharing were linked with electronic health records and MLVI values for 332 patients. Multilevel mediation modeling indicated comparatively more variation in MLVI values between patients than within patients, longitudinally, over 10 years post transplant. MLVI values significantly predicted late acute rejection and hospitalization. MLVI partially mediated patient factors and post-transplant outcomes for patient age indicating adolescents may benefit most from intervention efforts. Results demonstrate the importance of longitudinal assessment of adherence and differences among patients. Efforts to promote medication adherence should be adapted to high-risk patients to increase likelihood of adherence.
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Affiliation(s)
- Michael O Killian
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA.
- College of Medicine, Florida State University, Tallahassee, FL, USA.
| | - Callie W Little
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA
| | - Savarra K Howry
- College of Social Work, University Center, Florida State University, 296 Champions Way, Building C - Suite 2500, Tallahassee, FL, USA
| | - Madison Watkivs
- College of Medicine, Florida State University, Tallahassee, FL, USA
| | - Kelli N Triplett
- Children's Health, Children's Medical Center of Dallas, Dallas, TX, USA
- University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Dev M Desai
- Children's Health, Children's Medical Center of Dallas, Dallas, TX, USA
- University of Texas Southwestern Medical Center, Dallas, TX, USA
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Garrido-Bolton J, Alcamí-Pertejo M, de la Vega R, Hernández-Oliveros F, Pérez-Martínez A, Bravo-Ortiz MF, Fernández-Jiménez E. Neuropsychological and biopsychosocial evolution, therapeutic adherence and unmet care needs during paediatric transplantation: study protocol of a mixed-methods design (observational cohort study and focus groups) - the TransplantKIDS mental health project. Front Psychol 2024; 15:1308418. [PMID: 38449767 PMCID: PMC10915199 DOI: 10.3389/fpsyg.2024.1308418] [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: 10/06/2023] [Accepted: 01/11/2024] [Indexed: 03/08/2024] Open
Abstract
The present article describes the protocol of a mixed-methods study (an observational cohort design and focus groups), aimed to examine neuropsychological functioning and other biopsychosocial outcomes, therapeutic adherence and unmet care needs in paediatric population undergoing solid organ or allogeneic hematopoietic transplant during the pre- and post-transplant phases. Following a multi-method/multi-source approach, neuropsychological domains will be comprehensively measured with objective tests (SDMT, K-CPT 2/CPT 3, TAVECI/TAVEC, WISC-V/WAIS-IV Vocabulary and Digit Span subtests, Verbal Fluency tests, Stroop, ROCF, and TONI-4); ecological executive functioning, affective and behavioral domains, pain intensity/interference, sleep quality and therapeutic adherence will be assessed through questionnaires (parent/legal guardians-reported: BRIEF-2 and BASC-3; and self-reported: BASC-3, BPI, PROMIS, AIQ and SMAQ); and blood levels of prescribed drugs will be taken from each patient's medical history. These outcomes will be measured at pre-transplant and at 4-weeks and 6-months post-transplant phases. The estimated sample size was 60 patients (any type of transplant, solid organ, or hematopoietic) from La Paz University Hospital (Madrid, Spain). Finally, three focus group sessions will be organized with patients, parents/guardians, and transplant clinicians (n = 15, with 5 participants per group), in order to qualitatively identify unmet care needs during the pre-, and post-transplant stages of the process. The study protocol was registered at ClinicalTrials.gov (NCT05441436).
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Affiliation(s)
- Jessica Garrido-Bolton
- Department of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital, Madrid, Spain
| | - Margarita Alcamí-Pertejo
- Department of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital, Madrid, Spain
| | - Rocío de la Vega
- Department of Personality, Evaluation and Psychological Treatment, University of Málaga, Málaga, Spain
- Instituto Biomédico de Málaga – IBIMA Plataforma Bionand, Málaga, Spain
| | | | - Antonio Pérez-Martínez
- Department of Pediatric Hemato-Oncology, La Paz University Hospital, Madrid, Spain
- Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
- Department of Pediatrics, Universidad Autónoma de Madrid (UAM), Madrid, Spain
| | - María Fe Bravo-Ortiz
- Department of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital, Madrid, Spain
- Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
- Department of Psychiatry, Universidad Autónoma de Madrid (UAM), Madrid, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto de Salud Carlos III, Madrid, Spain
| | - Eduardo Fernández-Jiménez
- Department of Psychiatry, Clinical Psychology and Mental Health, La Paz University Hospital, Madrid, Spain
- Hospital La Paz Institute for Health Research (IdiPAZ), Madrid, Spain
- Faculty of Social Sciences and Communication, Universidad Europea de Madrid, Madrid, Spain
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13
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Dobbels F, Wray J. Medication adherence in pediatric kidney transplantation: How to build a bridge over troubled water. Pediatr Transplant 2024; 28:e14663. [PMID: 38012099 DOI: 10.1111/petr.14663] [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: 07/26/2023] [Revised: 10/13/2023] [Accepted: 11/16/2023] [Indexed: 11/29/2023]
Abstract
Adhering to the immunosuppressive regimen remains one of the biggest challenges for children and adolescents after kidney transplantation. The first paper on nonadherence, co-authored by Dr. Fine, appeared in Pubmed over 45 years ago. Since then, many clinicians and researchers tried to better understand nonadherence and are looking for effective ways to support young people in implementing the complex medication regimen in their daily lives. As a tribute to Dr. Fine, we conducted a comprehensive review providing an overview of adherence-enhancing interventions in the field of pediatric kidney transplantation, thereby focusing on strategies that not only are effective but can also be embedded in daily clinical practice successfully and sustainably. This overview is preceded by a discussion about how to find out who is in need of supportive interventions. We will also argue that interventions should already start before pediatric kidney transplantation and discuss how to decide whether or not a young patient with nonadherence-induced graft loss should undergo retransplantation. We hope this comprehensive overview will rekindle the hope that we can finally turn the tide and beat one of pediatric kidney transplantation's main enemies.
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Affiliation(s)
- Fabienne Dobbels
- Department of Public Health and Primary Care, KU Leuven, Leuven, Belgium
| | - Jo Wray
- Centre for Outcomes and Experience Research in Children's Health, Illness and Disability (ORCHID), London, UK
- Heart and Lung Directorate, Great Ormond Street Hospital for Children, London, UK
- Institute of Cardiovascular Science, University College London, London, UK
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14
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Kaba D, Sarı BA, Taner HA. Adjustment disorder and its risk factors during the solid organ pre-transplant period for children: A retrospective analysis of the last 10 years. Pediatr Transplant 2024; 28:e14613. [PMID: 37715550 DOI: 10.1111/petr.14613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 07/23/2023] [Accepted: 09/05/2023] [Indexed: 09/17/2023]
Abstract
BACKGROUND Adjustment disorder (AD) in individuals suffering from end-stage organ failure can negatively impact treatment adherence and overall quality of life. Previous research focusing on adults has suggested that AD might serve as a precursor to major mental disorders. However, although it is frequently used as a diagnosis in consultation-liaison psychiatry, our understanding of AD in pediatric transplant candidates remains limited. Therefore, the objective of this study is to assess AD and identify its associated risk factors among children who are candidates for heart, kidney, and liver transplantation. METHODS Data were collected retrospectively from a cohort of 155 children, aged between 6 months and 18 years (mean age 9.4), who had undergone consultations for child and adolescent psychiatry at a hospital with a transplant center within the past 10 years. RESULTS The predominant diagnosis among children assessed during the pre-transplant period was AD (20%), with the subtype "with depressed mood" being the most commonly observed (35.5%). Organ type and length of hospital stay were identified as significant independent predictors of AD. Being a heart transplant candidate was determined as the strongest predictor of AD among children who underwent consultations with child and adolescent psychiatry within the population of transplant candidates. CONCLUSIONS The study found that AD was the most common diagnosis among transplant candidates who underwent psychiatric consultations. Additionally, the study identified the length of hospital stay and the type of organ needed as independent predictors of AD. Screening for AD by considering risk factors may provide an opportunity for early intervention before the occurrence of major mental disorders in transplant candidates.
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Affiliation(s)
- Duygu Kaba
- Child and Adolescent Psychiatry Department, Baskent University Faculty of Medicine, Ankara, Turkey
| | - Burcu Akın Sarı
- Child and Adolescent Psychiatry Department, Baskent University Faculty of Medicine, Ankara, Turkey
| | - Hande Ayraler Taner
- Child and Adolescent Psychiatry Department, Baskent University Faculty of Medicine, Ankara, Turkey
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15
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Killian MO, Schelbe L, Lustria MLA, Watkivs M, Gupta D. Engaging Adolescent Heart Transplant Recipients Through In-App Messaging During Mobile Health Intervention. Prog Transplant 2023; 33:229-235. [PMID: 37491864 DOI: 10.1177/15269248231189862] [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] [Indexed: 07/27/2023]
Abstract
Introduction: Adolescents heart transplant recipients experience difficulty with adherence to immunosuppressive medication leading to increased risk of organ rejection, hospitalization, and mortality. Few interventions have been successful to promote medication adherence in adolescent heart transplant patients as most fail to engage the patient in the behavioral change process and support patient-provider communication. The purpose of this study was to explore the nature and degree of in-app communication between adolescent heart transplant recipients and nursing staff during an asynchronous mobile video directly observed therapy intervention. Methods: A content analysis of 894 in-app messages exchanged between 10 adolescent patients and nurses during a 12-week mobile-based intervention was conducted. Two authors used an inductive, iterative process to guide a thematic analysis of the asynchronous in-app messages with high interrater reliability ranging from 81.5% to 100%. Findings: In-app messages fell under 3 broad content categories: (1) interpersonal support and rapport-building, (2) medically related questions and information, or (3) functional information about the intervention and the mHealth app. Results demonstrated the degree to which interpersonal engagement occurred during the intervention, the nature of these exchanges, and their relationship to medication adherence. Conclusions: The study provided insights into the feasibility and benefits of 2-way communication features of the directly observed therapy intervention in promoting engagement and in improving medication adherence among adolescent heart transplant patients. Continued research and clinical focus on patient engagement and impactful aspects of interpersonal communication could aid in the translation of this intervention into standard clinical care at pediatric transplant centers.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Tallahassee, FL, USA
- College of Medicine, Florida State University, Tallahassee, FL, USA
| | - Lisa Schelbe
- College of Social Work, Florida State University, Tallahassee, FL, USA
| | - Mia Liza A Lustria
- College of Medicine, Florida State University, Tallahassee, FL, USA
- School of Information, College of Communication and Information, Florida State University, Tallahassee, FL, USA
- College of Social Sciences and Public Policy, Florida State University, Tallahassee, FL, USA
| | - Madison Watkivs
- Interdisciplinary Medical Sciences, College of Medicine, Florida State University, Tallahassee, FL, USA
| | - Dipankar Gupta
- UF Shands Children's Hospital, UF Health Congenital Heart Center, University of Florida, Gainesville, FL, USA
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16
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Dawson AE, Ray Bignall ON, Spencer JD, McLeod DJ. A Call to Comprehensively Understand Our Patients to Provide Equitable Pediatric Urological Care. Urology 2023; 179:126-135. [PMID: 37393019 DOI: 10.1016/j.urology.2023.05.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/02/2023] [Accepted: 05/16/2023] [Indexed: 07/03/2023]
Affiliation(s)
- Anne E Dawson
- Division of Psychology and Neuropsychology, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, Ohio; The Kidney and Urinary Tract Center, Nationwide Children's Hospital, Columbus, Ohio
| | - O N Ray Bignall
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, Columbus, Ohio; Division of Nephrology and Hypertension, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, Ohio
| | - John David Spencer
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, Columbus, Ohio; Division of Nephrology and Hypertension, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, Ohio
| | - Daryl J McLeod
- The Kidney and Urinary Tract Center, Nationwide Children's Hospital, Columbus, Ohio; Department of Urology, Nationwide Children's Hospital and The Ohio State University College of Medicine, Columbus, Ohio.
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17
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Tariku MK, Worede DT, Belete AH. Adherence to antiretroviral therapy and associated factors among human immunodeficiency -positive patients accessing treatment at health centers in East Gojjam Zone, Northwest Ethiopia, 2019: Community-based cross-sectional study. Heliyon 2023; 9:e18279. [PMID: 37501982 PMCID: PMC10368896 DOI: 10.1016/j.heliyon.2023.e18279] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 07/08/2023] [Accepted: 07/13/2023] [Indexed: 07/29/2023] Open
Abstract
Background To achieve an effective treatment outcome, Antiretroviral Therapy (ART) for people living with the Human immunodeficiency virus (HIV) needs at least a 95% adherence level. The aim was to assess adherence to antiretroviral therapy and its associated factors among patients accessing treatment at Health centers in East Gojjam Zone, Northwest Ethiopia. Methods A community-based cross-sectional study was conducted on 770 HIV-positive patients from April 1 to May 10, 2019, in East Gojjam Zone. The study participants were selected by simple random computerized sampling methods. Primary data was collected from the patients through face-to-face interviews and home-to-home visits. Bivariable and multivariable binary logistic regression analyses were done. Independent variables with a P-value of <0.2 in bivariable binary logistic regression analysis were considered for multivariable binary logistic regression analysis. A P-value of <0.05 was used as the cut-off point for the presence of statistical significance. Results About 396 (51.8%) of the study participants had good adherence. Being 18-24 years old [Adjusted Odd Ratio (AOR) = 0.43; 95% CI = 0.21-0.86], having a marital status of being widowed (AOR = 0.29; 95% CI = 0.14-0.58), having a disease duration of >10 years (AOR = 0.47; 95% CI = 0.24-0.94), taking a drug regimen of Tenofovir (TDF) + Lamivudine (3 TC) + Nevirapine (NVP) (AOR = 2.94; 95% CI = 1.406.15), not being socially stigmatized (AOR = 0.52; 95% CI = 0.34-0.78), and having not encountered an opportunistic infection (AOR = 3.91; 95% CI = 2.68-5.72) were significant factors. Conclusions The level of adherence was low. Opportunistic infection prevention, reduction of social stigma, and other intervention activities should be strengthened to increase the level of adherence.
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18
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Killian MO, Tian S, Xing A, Hughes D, Gupta D, Wang X, He Z. Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches. JMIR Cardio 2023; 7:e45352. [PMID: 37338974 DOI: 10.2196/45352] [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: 12/26/2022] [Revised: 04/17/2023] [Accepted: 05/10/2023] [Indexed: 06/21/2023] Open
Abstract
BACKGROUND The prediction of posttransplant health outcomes for pediatric heart transplantation is critical for risk stratification and high-quality posttransplant care. OBJECTIVE The purpose of this study was to examine the use of machine learning (ML) models to predict rejection and mortality for pediatric heart transplant recipients. METHODS Various ML models were used to predict rejection and mortality at 1, 3, and 5 years after transplantation in pediatric heart transplant recipients using United Network for Organ Sharing data from 1987 to 2019. The variables used for predicting posttransplant outcomes included donor and recipient as well as medical and social factors. We evaluated 7 ML models-extreme gradient boosting (XGBoost), logistic regression, support vector machine, random forest (RF), stochastic gradient descent, multilayer perceptron, and adaptive boosting (AdaBoost)-as well as a deep learning model with 2 hidden layers with 100 neurons and a rectified linear unit (ReLU) activation function followed by batch normalization for each and a classification head with a softmax activation function. We used 10-fold cross-validation to evaluate model performance. Shapley additive explanations (SHAP) values were calculated to estimate the importance of each variable for prediction. RESULTS RF and AdaBoost models were the best-performing algorithms for different prediction windows across outcomes. RF outperformed other ML algorithms in predicting 5 of the 6 outcomes (area under the receiver operating characteristic curve [AUROC] 0.664 and 0.706 for 1-year and 3-year rejection, respectively, and AUROC 0.697, 0.758, and 0.763 for 1-year, 3-year, and 5-year mortality, respectively). AdaBoost achieved the best performance for prediction of 5-year rejection (AUROC 0.705). CONCLUSIONS This study demonstrates the comparative utility of ML approaches for modeling posttransplant health outcomes using registry data. ML approaches can identify unique risk factors and their complex relationship with outcomes, thereby identifying patients considered to be at risk and informing the transplant community about the potential of these innovative approaches to improve pediatric care after heart transplantation. Future studies are required to translate the information derived from prediction models to optimize counseling, clinical care, and decision-making within pediatric organ transplant centers.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Tallahassee, FL, United States
| | - Shubo Tian
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Aiwen Xing
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Dana Hughes
- College of Social Work, Florida State University, Tallahassee, FL, United States
| | - Dipankar Gupta
- Congenital Heart Center, Shands Children's Hospital, University of Florida, Gainesville, FL, United States
| | - Xiaoyu Wang
- Department of Statistics, Florida State University, Tallahassee, FL, United States
| | - Zhe He
- School of Information, Florida State University, Tallahassee, FL, United States
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19
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West KB, Plevinsky JM, Amaral S, Laskin B, Lefkowitz DS. Predicting psychosocial risk in pediatric kidney transplantation: An exploratory cluster analysis of a revised Pediatric Transplant Rating Instrument. Pediatr Transplant 2023; 27:e14454. [PMID: 36518059 DOI: 10.1111/petr.14454] [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: 05/22/2022] [Revised: 10/31/2022] [Accepted: 11/22/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND The Pediatric Transplant Rating Instrument (P-TRI) is a 17-item scale developed to assess psychosocial risk factors for poor outcomes after solid organ transplantation. Research has identified the limitations of the original instrument and proposed revisions to improve clinical utility. This project examined patterns of risk in children being evaluated for kidney transplant using a revised P-TRI. METHODS A multidisciplinary kidney transplant team revised the P-TRI. A social worker and a psychologist collaboratively completed the modified instrument for 37 children after the psychosocial pretransplant evaluation. Electronic medical records were reviewed for transplant status (transplanted, active waitlist, inactive) 1 year later. Exploratory cluster analyses and chi-square tests examined patterns of risk and correlates with cluster membership. RESULTS Three clusters were identified. The high-risk group (29.7%) had difficulties with medication and appointment adherence, strained relationships with the medical team, and the presence of parent psychiatric history. The medium-risk group (35.1%) had difficulties with parent knowledge, financial strain, and risk factors for medication nonadherence. The low-risk group (35.1%) demonstrated no difficulties with adherence or financial strain. Clusters were prospectively associated with transplant status, such that those in the high-risk group were less likely to be transplanted within 1 year post-evaluation. CONCLUSIONS The revised P-TRI demonstrated good construct validity as risk level appeared to be associated with transplant listing status 1 year post-evaluation. These results suggest that standardized pretransplant psychosocial risk assessment tools may have value in optimizing transplant access if they can be paired with targeted, multidisciplinary interventions to address concerns early in the transplant process.
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Affiliation(s)
- Kara B West
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
| | - Jill M Plevinsky
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Sandra Amaral
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Benjamin Laskin
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Debra S Lefkowitz
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.,Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA
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20
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Taner HA, Sarı BA, Baskın E, Karakaya J, Gülleroğlu KS, Kazancı NÖ, Haberal M. Can we identify "at-risk" children and adolescents for poor transplant outcomes in the psychosocial evaluation before solid organ transplantation? The reliability and validity study of Pediatric Transplant Rating Instrument (P-TRI) in Turkish pediatric renal transplant patients. Pediatr Transplant 2023; 27:e14444. [PMID: 36447352 DOI: 10.1111/petr.14444] [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: 06/10/2022] [Revised: 10/09/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022]
Abstract
BACKGROUND This study aims to translate the Pediatric Transplant Rating Instrument (P-TRI) to conduct a validity and reliability study on Turkish children and define a cutoff value of this scale. METHOD A total of 151 pediatric kidney transplant patients were included in the study. The files of the patients were reviewed by two clinicians, and the scale was filled for inter-rater reliability. One of the clinicians filled the scale again after one month for intra-rater reliability. Glomerular filtration rate (GFR) and creatinine values were used for predictive validity. A GFR below <60 ml/min/1.73 m2 and creatinine up to 3.0 mg/dl was defined as risk factors. RESULTS Correlation of P-TRI with GFR (r = .252, p = .003) and creatinine (r = -.249, p = .002) was performed, and the internal consistency of the scale items as measured by Cronbach's alpha coefficient was found to be 0.825. When the test was performed again, the intra-class correlation coefficient was found as .922 for intra-rater reliability and as .798 for inter-rater reliability. For both creatinine and GFR, the best cutoff point for the total score was found to be 66.5. CONCLUSIONS Patients who received P-TRI above 66.5 could be at risk in the post-transplant period. Identification of these patients before transplantation and following these young people more closely will aid in the prevention of serious consequences. The reliability and validity scores are satisfactory for use in transplantation clinics for psychosocial evaluation and compliance in Turkish pediatric renal transplantation patients.
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Affiliation(s)
- Hande Ayraler Taner
- Department of Child and Adolescent Psychiatry, Başkent University Faculty of Medicine, Ankara, Turkey
| | - Burcu Akın Sarı
- Department of Child and Adolescent Psychiatry, Başkent University Faculty of Medicine, Ankara, Turkey
| | - Esra Baskın
- Department of Pediatric Nephrology, Başkent University Faculty of Medicine, Ankara, Turkey
| | - Jale Karakaya
- Department of Biostatistics, Hacettepe University Faculty of Medicine, Ankara, Turkey
| | - Kaan Savaş Gülleroğlu
- Department of Pediatric Nephrology, Başkent University Faculty of Medicine, Ankara, Turkey
| | | | - Mehmet Haberal
- Department of General Surgery, Başkent University Faculty of Medicine, Ankara, Turkey
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21
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Sakhuja S, Himes R, Carreker C, Guffey D, Beer S, Amin M, Hiremath G, Mysore K. Impact of psychosocial factors on medication level variability index and outcomes in pediatric liver transplant recipients. Pediatr Transplant 2023; 27:e14425. [PMID: 36325588 DOI: 10.1111/petr.14425] [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: 05/12/2022] [Revised: 09/20/2022] [Accepted: 10/16/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Caregivers play an important role in maintaining a functioning graft after pediatric liver transplantation. Therefore, the psychosocial factors of both patients and caregivers can have a critical impact on transplant outcomes. Appropriate assessment and recognition of these factors pre-transplantation may allow transplant teams to better define the needs of pediatric organ recipients and develop specific countermeasures, which may then contribute toward improving transplant outcomes. METHODS We studied 136 pediatric LT recipients followed at Texas Children's Hospital. Licensed social workers conducted comprehensive pre-transplant assessments on each patient, consisting of 22 psychosocial variables that were thought to impact adherence, which were reviewed during our study period. Non-adherence was determined using the MLVI for up to 4 years after transplantation. Biopsy-confirmed rejection episodes were assessed in the first 3 years after liver transplantation. RESULTS Factors significantly associated with non-adherence (defined as MLVI >2) included parental age and parental education level at assessment, type of insurance, and household income. The number of ACR episodes trended higher in patients with non-adherence, and these patients had a higher number of moderate to severe rejection episodes but this trend was not statistically significant. CONCLUSIONS Psychosocial characteristics such as parental age, education level, insurance, and household income may contribute significantly to suboptimal adherence to medications after transplantation. Identification of these psychosocial factors and early intervention is essential to the success and equitable care of our pediatric LT recipients.
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Affiliation(s)
- Shruti Sakhuja
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
| | - Ryan Himes
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA.,Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Ochsner Health, New Orleans, Louisiana, USA
| | - Colleen Carreker
- Department of Patient and Family Services, Texas Children's Hospital, Houston, Texas, USA
| | - Danielle Guffey
- Institution for Clinical and Translational Research, Baylor College of Medicine, Houston, Texas, USA
| | - Stacey Beer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
| | - Mansi Amin
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA.,Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Duke University, Durham, North Carolina, USA
| | - Girish Hiremath
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA.,Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Vanderbilt Children's, Nashville, Tennessee, USA
| | - Krupa Mysore
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
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22
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Ben-Ari A, Sela Y, Ben-David S, Ankri YLE, Benarroch F, Aloni R. A Cross Sectional Study to Identify Traumatic Stress, Medical Phobia and Non-Adherence to Medical Care among Very Young Pediatric Patients. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1122. [PMID: 36673876 PMCID: PMC9859071 DOI: 10.3390/ijerph20021122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 12/26/2022] [Accepted: 01/05/2023] [Indexed: 06/17/2023]
Abstract
After a traumatic medical event, such as surgery or hospitalization, a child may develop a phobia of medical care, sometimes preventing future medical adherence and impairing recovery. This study examined the correlation of Pediatric Medical Traumatic Stress (PMTS) on the development of Medical Phobia (MP) and subsequent treatment adherence. We enrolled 152 parents of children aged 1-6 hospitalized in a surgical ward. During hospitalization, parents completed questionnaires that identified post-traumatic stress symptoms. Four months post hospitalization, parents completed questionnaires on post-traumatic stress, medical phobia, psychosocial variables and medical adherence. We found a positive correlation between PMTS and MP and low adherence to medical treatment. In addition, MP mediated the relationship between PMTS severity and adherence, indicating that PMTS severity is associated with stronger medical phobia, and lower pediatric adherence to medical treatment. Our findings suggest that medical phobia serves as an essential component of PMTS. It is important to add medical phobia to medical stress syndrome definition. In addition, as MP and PMTS are involved in the rehabilitation and recovery process and subsequent success, it is an important aspect of treatment adherence.
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Affiliation(s)
- Amichai Ben-Ari
- Department of Behavioral Sciences, Ariel University, Ariel 40700, Israel
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem 91240, Israel
| | - Yaron Sela
- School of Psychological Sciences, Tel Aviv University, Tel Aviv 69978, Israel
| | - Shiri Ben-David
- Department of Psychology, The Hebrew University of Jerusalem, Jerusalem 91240, Israel
- Department of Psychiatry, Hadassah Hebrew University Medical Center, Jerusalem 91240, Israel
| | - Yael L. E. Ankri
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem 91240, Israel
| | - Fortu Benarroch
- Herman Dana Division of Child and Adolescent Psychiatry, Hadassah-Hebrew University Medical Center, Jerusalem 91240, Israel
| | - Roy Aloni
- Department of Behavioral Sciences, Ariel University, Ariel 40700, Israel
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23
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Sayegh CS, Im D, Moss IK, Urquiza R, Patel S, Thomas D. Randomized pilot trial of praise text messages to improve medication adherence among adolescents and young adults with liver transplants. Pediatr Transplant 2022; 26:e14361. [PMID: 35854423 PMCID: PMC9560958 DOI: 10.1111/petr.14361] [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: 12/01/2021] [Revised: 04/27/2022] [Accepted: 06/10/2022] [Indexed: 11/30/2022]
Abstract
BACKGROUND AYA who have undergone liver transplantations often struggle to adhere to their post-transplant immunosuppressant medications, which can lead to serious health complications. The objective of this pilot study is to examine the acceptability and feasibility of a brief mobile health (mHealth) intervention and its impact on medication adherence among AYA liver transplant recipients. METHODS Thirty-five AYAs (13-21 years old) were randomized to either (1) receive praise text messages whenever laboratory results indicated immunosuppressant medications within the expected range or (2) usual care. Motivation for adherence and adherence were assessed via self-report, and a MLVI was calculated based on values abstracted from the electronic health record. RESULTS Multilevel, multivariate models showed significant associations between group assignment and some self-reported motivation and adherence outcomes but not MLVI. Specifically, AYA receiving the praise text messages were significantly more likely to report taking their prescribed doses (OR = 2.49, p = .03), taking their medicine according to the directions (OR = 2.39, p = .04), and being highly confident in taking their medication (OR = 2.46, p = .04), compared with the usual services group. Qualitative responses indicated praise texts were mostly helpful but could be improved. CONCLUSIONS The results suggest texting patients about positive health indicators was acceptable and, with refinement, might promote AYA illness self-management.
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Affiliation(s)
- Caitlin S. Sayegh
- Children’s Hospital Los Angeles, Division of Adolescent and Young Adult Medicine
- Children’s Hospital Los Angeles, USC University Center for Excellence in Developmental Disabilities
- University of Southern California Keck School of Medicine
| | - Deborah Im
- University of Southern California Keck School of Medicine
| | - Ilana K. Moss
- Children’s Hospital Los Angeles, Division of Gastroenterology, Hepatology, and Nutrition
| | - Ruby Urquiza
- Children’s Hospital Los Angeles, Division of Gastroenterology, Hepatology, and Nutrition
| | - Shreena Patel
- University of Southern California Keck School of Medicine
- Children’s Hospital Los Angeles, Division of Gastroenterology, Hepatology, and Nutrition
| | - Daniel Thomas
- University of Southern California Keck School of Medicine
- Children’s Hospital Los Angeles, Division of Gastroenterology, Hepatology, and Nutrition
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24
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Killian MO, Clifford S, Lustria MLA, Skivington GL, Gupta D. Directly observed therapy to promote medication adherence in adolescent heart transplant recipients. Pediatr Transplant 2022; 26:e14288. [PMID: 35436376 DOI: 10.1111/petr.14288] [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: 12/13/2021] [Revised: 03/28/2022] [Accepted: 04/01/2022] [Indexed: 12/01/2022]
Abstract
PURPOSE HT recipients experience high levels of medication non-adherence during adolescence. This pilot study examined the acceptability and feasibility of an asynchronous DOT mHealth application among adolescent HT recipients. The app facilitates tracking of patients' dose-by-dose adherence and enables transplant team members to engage patients. The DOT application allows patients to self-record videos while taking their medication and submit for review. Transplant staff review the videos and communicate with patients to engage and encourage medication adherence. METHODS Ten adolescent HT recipients with poor adherence were enrolled into a single-group, 12-week pilot study examining the impact of DOT on adherence. Secondary outcomes included self-report measures from patients and parents concerning HRQOL and adherence barriers. Long-term health outcomes assessed included AR and hospitalization 6 months following DOT. FINDINGS Among 14 adolescent HT patients approached, 10 initiated the DOT intervention. Of these, 8 completed the 12-week intervention. Patients and caregivers reported high perceptions of acceptability and accessibility. Patients submitted 90.1% of possible videos demonstrating medication doses taken. MLVI values for the 10 patients initiating DOT decreased from 6 months prior to the intervention (2.86 ± 1.83) to 6 months following their involvement (2.08 ± 0.87) representing a 21.7% decrease in non-adherence, though not statistically significant given the small sample size. CONCLUSIONS Result of this pilot study provides promising insights regarding the feasibility, acceptability, and potential impact of DOT for adolescent HT recipients. Further randomized studies are required to confirm these observations.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Tallahassee, Florida, USA.,College of Medicine, Florida State University, Tallahassee, Florida, USA
| | - Stephanie Clifford
- Congenital Heart Center, UF Health Shands Children's Hospital, University of Florida, Gainesville, Florida, USA.,College of Nursing, University of Florida, Gainesville, Florida, USA
| | - Mia Liza A Lustria
- College of Medicine, Florida State University, Tallahassee, Florida, USA.,School of Information, College of Communication and Information, Florida State University, Tallahassee, Florida, USA
| | - Gage L Skivington
- College of Social Work, Florida State University, Tallahassee, Florida, USA
| | - Dipankar Gupta
- Congenital Heart Center, UF Health Shands Children's Hospital, University of Florida, Gainesville, Florida, USA.,Department of Pediatrics, College of Medicine, University of Florida, Gainesville, Florida, USA
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25
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Killian MO, Triplett K, Mayersohn G, Howry SK, Masood S, Desai D. Medication Barriers and Adherence: Experiences of Pediatric Transplant Recipients. HEALTH & SOCIAL WORK 2022; 47:165-174. [PMID: 35771953 DOI: 10.1093/hsw/hlac018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 05/10/2021] [Accepted: 06/21/2021] [Indexed: 06/15/2023]
Abstract
This study examined associations between scores on the Adolescent Medication Barriers Scale (AMBS) and the Parent Medication Barriers Scale (PMBS), patient and family factors, and medication adherence outcomes. Patients and caregivers from a pediatric solid organ transplantation (SOT) program were recruited for participation. Pediatric SOT recipients ages 10 to 21 years were eligible for participation. Analyses included reliability analyses and regression modeling with posttransplant medication adherence measured by Medication Level Variability Index scores. Seventy-three patients and caregivers completed an AMBS or PMBS questionnaire. Patient-caregiver inter-rater reliability was poor to fair. Greater medication barriers were reported among younger and female patients and families with more children. AMBS scores predicted greater nonadherence, while the PMBS was not predictive of adherence. Results point to the difficulty of assessing barriers to medication adherence and the lack of agreement between adolescent patients and caregivers. AMBS scores were more closely aligned with medication nonadherence, whereas PMBS scores may have been more influenced by family social factors. Adolescent reports of medication barriers may offer multidisciplinary transplant teams greater clinical utility when addressing these challenges with patients. Transplant social workers and psychologists should engage adolescents and caregivers in efforts to address medication nonadherence.
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26
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Melicoff E, Ruiz FE, Hosek K, Mallory GB. Cystic fibrosis lung transplant recipients 10 years of age or younger: Predisposing factors for end-stage disease. Pediatr Pulmonol 2022; 57:1513-1519. [PMID: 35243829 DOI: 10.1002/ppul.25882] [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: 09/22/2021] [Revised: 02/02/2022] [Accepted: 02/12/2022] [Indexed: 11/08/2022]
Abstract
BACKGROUND The largest age group among children and adolescents referred for lung transplantation for cystic fibrosis (CF) have been those in the pubertal or postpubertal age range. However, over 100 younger patients with CF have undergone lung transplantation over the last three decades in the United States. METHODS We performed a retrospective review of our experience with 18 children with CF who underwent lung transplantation in our center before the age of 11 years and compared them to our older CF lung transplant recipients and our larger CF Center population. RESULTS The transplant population was demographically distinct from our CF center in terms of ethnicity, country of origin, and insurance status. Other notable findings were a high prevalence of methicillin-resistant Staphylococcus aureus, a high prevalence of CF-related diabetes mellitus, and a high prevalence of consolidated lobar or whole lung disease. Posttransplant outcomes were comparable to those older than 10 years of age in our center until 5 years after transplant after which the younger cohort showed a superior enduring survival. CONCLUSIONS In an era of increasingly effective medications modifying the natural history of CF, identification of risk factors for early severe lung disease in CF remains relevant to permit interventions to prevent or postpone the time of future lung transplantation.
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Affiliation(s)
- Ernestina Melicoff
- Section of Pediatric Pulmonology, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
| | - Fadel E Ruiz
- Section of Pediatric Pulmonology, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
| | - Kathleen Hosek
- Department of Quality Assurance, Texas Children's Hospital, Houston, Texas, USA
| | - George B Mallory
- Section of Pediatric Pulmonology, Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, Texas, USA
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27
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Bellini MI, Lauro A, D'Andrea V, Marino IR. Pediatric Liver Transplantation: Long-Term Follow-Up Issues. EXP CLIN TRANSPLANT 2022; 20:27-35. [PMID: 35570596 DOI: 10.6002/ect.pediatricsymp2022.l16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Pediatric liver transplant is an established life-saving procedure for children with end-stage liver diseases, achieving excellent graft and patient survival but with effects on quality of life and psychological welfare in the long-term. With the natural increase in the number of pediatric transplant patients becoming adults, it is essential to successfully plan and manage issues affecting late outcomes in the vulnerable pediatric transplant population. This study offers an overview of the long-term surgical complications, the consequences of immunosuppression (such as posttransplant diabetes, hypertension, cardiovascular disease, and renal dysfunction), and the infection and malignancy risks. Finally, because quality of life is now an inclusive measurement of patient satisfaction, guidance on how to facilitate the transition to adulthood, empowering transplant recipients, is also provided.
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28
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Oomen L, Bootsma-Robroeks C, Cornelissen E, de Wall L, Feitz W. Pearls and Pitfalls in Pediatric Kidney Transplantation After 5 Decades. Front Pediatr 2022; 10:856630. [PMID: 35463874 PMCID: PMC9024248 DOI: 10.3389/fped.2022.856630] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2022] [Accepted: 02/15/2022] [Indexed: 11/13/2022] Open
Abstract
Worldwide, over 1,300 pediatric kidney transplantations are performed every year. Since the first transplantation in 1959, healthcare has evolved dramatically. Pre-emptive transplantations with grafts from living donors have become more common. Despite a subsequent improvement in graft survival, there are still challenges to face. This study attempts to summarize how our understanding of pediatric kidney transplantation has developed and improved since its beginnings, whilst also highlighting those areas where future research should concentrate in order to help resolve as yet unanswered questions. Existing literature was compared to our own data of 411 single-center pediatric kidney transplantations between 1968 and 2020, in order to find discrepancies and allow identification of future challenges. Important issues for future care are innovations in immunosuppressive medication, improving medication adherence, careful donor selection with regard to characteristics of both donor and recipient, improvement of surgical techniques and increased attention for lower urinary tract dysfunction and voiding behavior in all patients.
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Affiliation(s)
- Loes Oomen
- Division of Pediatric Urology, Department of Urology, Radboudumc Amalia Children's Hospital, Nijmegen, Netherlands
| | - Charlotte Bootsma-Robroeks
- Department of Pediatric Nephrology, Radboudumc Amalia Children's Hospital, Nijmegen, Netherlands
- Department of Pediatrics, Pediatric Nephrology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
| | - Elisabeth Cornelissen
- Department of Pediatric Nephrology, Radboudumc Amalia Children's Hospital, Nijmegen, Netherlands
| | - Liesbeth de Wall
- Division of Pediatric Urology, Department of Urology, Radboudumc Amalia Children's Hospital, Nijmegen, Netherlands
| | - Wout Feitz
- Division of Pediatric Urology, Department of Urology, Radboudumc Amalia Children's Hospital, Nijmegen, Netherlands
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29
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Duncan-Park S, Danziger-Isakov L, Armstrong B, Williams N, Odim J, Shemesh E, Sweet S, Annunziato R. Posttraumatic stress and medication adherence in pediatric transplant recipients. Am J Transplant 2022; 22:937-946. [PMID: 34837457 PMCID: PMC8897237 DOI: 10.1111/ajt.16896] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 11/02/2021] [Accepted: 11/04/2021] [Indexed: 01/25/2023]
Abstract
Adolescent transplant recipients may encounter a range of potentially traumatic events (PTEs) pre- and posttransplant, yet little is known about the relationship between posttraumatic stress symptoms (PTSS) and medication adherence in this population. In the present study, adolescent recipients and caregivers completed psychosocial questionnaires at enrollment. Outpatient tacrolimus trough level data were collected over 1 year to calculate the Medication Level Variability Index (MLVI), a measure of medication adherence. Nonadherence (MLVI ≥2) was identified in 34.8% of patients, and most (80.7%) reported ≥1 PTE exposure. Levels of PTSS indicating likely posttraumatic stress disorder (PTSD) were endorsed by 9.2% of patients and 43.7% of caregivers. PTSS and MLVI were significantly correlated in the liver subgroup (r = .30, p = .04). Hierarchical multivariable linear regression analyses revealed overall patient PTSS were significantly associated with QoL (p < .001). PTEs are common in adolescent recipients; a minority may meet criteria for PTSD. PTSS screening to identify nonadherence risk requires further investigation and addressing PTSS may improve QoL. Caregivers appear at greater risk for PTSD and may require their own supports. The study was approved by each participating center's Institutional Review Board.
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Affiliation(s)
- Sarah Duncan-Park
- Icahn School of Medicine at Mount Sinai, NY, NY
- Fordham University, Bronx, NY
| | | | | | | | | | | | | | - Rachel Annunziato
- Icahn School of Medicine at Mount Sinai, NY, NY
- Fordham University, Bronx, NY
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30
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Downes KJ, Statler VA, Orscheln RC, Cousino MK, Green M, Michaels MG, Muller WJ, Sharma TS, Danziger-Isakov LA, Ardura MI. Return to School and COVID-19 Vaccination for Pediatric Solid Organ Transplant Recipients in the United States: Expert Opinion for 2021-2022. J Pediatric Infect Dis Soc 2022; 11:43-54. [PMID: 34734268 PMCID: PMC8689907 DOI: 10.1093/jpids/piab098] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Accepted: 09/24/2021] [Indexed: 01/07/2023]
Abstract
The COVID-19 pandemic continues to generate challenges for pediatric solid organ transplant (SOT) recipients and their families. As rates of COVID-19 fluctuate, new SARS-CoV-2 variants emerge, and adherence to and implementation of mitigation strategies vary from community to community, questions remain about the best and safest practices to prevent COVID-19 in vulnerable patients. Notably, decisions about returning to school remain difficult. We assembled a team of specialists in pediatric infectious diseases, transplant infectious diseases, public health, transplant psychology, and infection prevention and control to re-address concerns about school re-entry, as well as COVID-19 vaccines, for pediatric SOT recipients in the United States in 2021. Based on available literature and guidance from national organizations, we generated expert statements specific to pediatric SOT recipients focused on school attendance in 2021.
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Affiliation(s)
- Kevin J Downes
- Division of Infectious Diseases, Children’s Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
- Department of Pediatrics, Perelman School of Medicine of the University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Victoria A Statler
- Division of Infectious Diseases, Norton Children’s Hospital, Louisville, Kentucky, USA
- Department of Pediatrics, University of Louisville, Louisville, Kentucky, USA
| | - Rachel C Orscheln
- Division of Pediatric Infectious Diseases, St. Louis Children’s Hospital, St. Louis, Missouri, USA
- Department of Pediatrics, Washington University, St. Louis, Missouri, USA
| | - Melissa K Cousino
- Department of Pediatrics, Michigan Medicine, Ann Arbor, Michigan, USA
- University of Michigan Transplant Center, Ann Arbor, Michigan, USA
| | - Michael Green
- Division of Pediatric Infectious Diseases, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Departments of Pediatrics and Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Marian G Michaels
- Division of Pediatric Infectious Diseases, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, Pennsylvania, USA
- Departments of Pediatrics and Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - William J Muller
- Division of Infectious Diseases, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Tanvi S Sharma
- Division of Infectious Diseases, Boston Children’s Hospital, Boston, Massachusetts, USA
- Department of Pediatrics, Harvard Medical School, Boston, Massachusetts, USA
| | - Lara A Danziger-Isakov
- Division of Infectious Diseases, Cincinnati Children’s Hospital Medical Center, Cincinnati, Ohio, USA
- Department of Pediatrics, University of Cincinnati, Cincinnati, Ohio, USA
| | - Monica I Ardura
- Division of Infectious Diseases and Host Defense, Nationwide Children’s Hospital, Columbus, Ohio, USA
- Department of Pediatrics, The Ohio State University, Columbus, Ohio, USA
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31
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Fernandez HE, Foster BJ. Long-Term Care of the Pediatric Kidney Transplant Recipient. Clin J Am Soc Nephrol 2022; 17:296-304. [PMID: 33980614 PMCID: PMC8823932 DOI: 10.2215/cjn.16891020] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Pediatric kidney transplant recipients are distinguished from adult recipients by the need for many decades of graft function, the potential effect of CKD on neurodevelopment, and the changing immune environment of a developing human. The entire life of an individual who receives a transplant as a child is colored by their status as a transplant recipient. Not only must these young recipients negotiate all of the usual challenges of emerging adulthood (transition from school to work, romantic relationships, achieving independence from parents), but they must learn to manage a life-threatening medical condition independently. Regardless of the age at transplantation, graft failure rates are higher during adolescence and young adulthood than at any other age. All pediatric transplant recipients must pass through this high-risk period. Factors contributing to the high graft failure rates in this period include poor adherence to treatment, potentially exacerbated by the transfer of care from pediatric- to adult-oriented care providers, and perhaps an increased potency of the immune response. We describe the characteristics of pediatric kidney transplant recipients, particularly those factors that may influence their care throughout their lives. We also discuss the risks associated with the transition from pediatric- to adult-oriented care and provide some suggestions to optimize the transition to adult-oriented transplant care and long-term outcomes.
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Affiliation(s)
- Hilda E. Fernandez
- Department of Medicine, Columbia University Medical Center, New York, New York
| | - Bethany J. Foster
- Department of Pediatrics, McGill University, Montreal, Quebec, Canada,Department of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada,Research Institute of the McGill University Health Centre, McGill University, Montreal, Quebec, Canada
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32
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Carbonell-Duacastella C, Rubio-Valera M, Marqués-Ercilla S, Peñarrubia-María MT, Gil-Girbau M, Garcia-Cardenas V, Pasarín MI, Parody-Rúa E, Aznar-Lou I. Pediatric Medication Noninitiation in Spain. Pediatrics 2022; 149:184034. [PMID: 34957504 PMCID: PMC9647521 DOI: 10.1542/peds.2020-034371] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/06/2021] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVES To estimate medication noninitiation prevalence in the pediatric population and identify the explanatory factors underlying this behavior. METHODS Observational study of patients (<18 years old) receiving at least 1 new prescription (28 pharmaceutical subgroups; July 2017 to June 2018) in Catalonia, Spain. A prescription was considered new when there was no prescription for the same pharmaceutical subgroup in the previous 6 months. Noninitiation occurred when a prescription was not filled within 1 month or 6 months (sensitivity analysis). Prevalence was estimated as the proportion of total prescriptions not initiated. To identify explanatory factors, a multivariable multilevel logistic regression model was used, and adjusted odds ratios were reported. RESULTS Overall, 1 539 003 new prescriptions were issued to 715 895 children. The overall prevalence of 1-month noninitiation was 9.0% (ranging from 2.6% [oral antibiotics] to 21.5% [proton pump inhibitors]), and the prevalence of 6-month noninitiation was 8.5%. Noninitiation was higher in the youngest and oldest population groups, in children from families with a 0% copayment rate (vulnerable populations) and those with conditions from external causes. Out-of-pocket costs of drugs increased the odds of noninitiation. The odds of noninitiation were lower when the prescription was issued by a pediatrician (compared with a primary or secondary care clinician). CONCLUSIONS The prevalence of noninitiation of medical treatments in pediatrics is high and varies according to patients' ages and medical groups. Results suggest that there are inequities in access to pharmacologic treatments in this population that must be taken into account by health care planners and providers.
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Affiliation(s)
- Cristina Carbonell-Duacastella
- Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Center for Biomedical Research in Epidemiology and Public Health Network (CIBERESP), Madrid, Spain,School of Pharmacy, University of Barcelona, Barcelona, Spain
| | - Maria Rubio-Valera
- Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Center for Biomedical Research in Epidemiology and Public Health Network (CIBERESP), Madrid, Spain,Address correspondence to Maria Rubio-Valera, Parc Sanitari Sant Joan de Deu, Carrer Pablo Picasso 12, 08830, Sant Boi de Llobregat, Barcelona, Spain. E-mail:
| | - Sílvia Marqués-Ercilla
- Basic Health Area (ABS) Bartomeu Fabrés Anglada, Direcció d'Atenció Primària Costa Ponent, Institut Català de la Salut, Gavà, Spain,Unitat de Suport a la Recerca Costa Ponent, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAP JGol), Barcelona, Spain
| | - Maria Teresa Peñarrubia-María
- Center for Biomedical Research in Epidemiology and Public Health Network (CIBERESP), Madrid, Spain,Basic Health Area (ABS) Bartomeu Fabrés Anglada, Direcció d'Atenció Primària Costa Ponent, Institut Català de la Salut, Gavà, Spain,Unitat de Suport a la Recerca Costa Ponent, Fundació Institut Universitari per a la recerca a l'Atenció Primària de Salut Jordi Gol i Gurina (IDIAP JGol), Barcelona, Spain
| | - Montserrat Gil-Girbau
- Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Primary Care Prevention and Health Promotion Network (redIAPP), Barcelona, Spain
| | - Victoria Garcia-Cardenas
- Graduate School of Health, Faculty of Health, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Maria Isabel Pasarín
- Center for Biomedical Research in Epidemiology and Public Health Network (CIBERESP), Madrid, Spain,Barcelona Public Health Agency (ASPB), Barcelona, Spain,Sant Pau Biomedical Research Institute, Barcelona, Spain,Department of Experimental and Health Sciences, Pompeu Fabra University, Barcelona, Spain
| | - Elizabeth Parody-Rúa
- Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Primary Care Prevention and Health Promotion Network (redIAPP), Barcelona, Spain
| | - Ignacio Aznar-Lou
- Institut de Recerca Sant Joan de Déu (IRSJD), Esplugues de Llobregat, Spain,Teaching, Research & Innovation Unit, Parc Sanitari Sant Joan de Déu, Barcelona, Spain,Center for Biomedical Research in Epidemiology and Public Health Network (CIBERESP), Madrid, Spain
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33
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Luo A, He H, Xu Z, Deng X, Xie W. Social Support of Organ Donor Families in China: A Quantitative and Qualitative Study. Front Public Health 2021; 9:746126. [PMID: 34869161 PMCID: PMC8637885 DOI: 10.3389/fpubh.2021.746126] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 10/25/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Donor families experienced a difficult time during and after the process of organ donation. There is a necessity to understand the support they received and what they need to help them get through a painful time. This study aimed to investigate the social support level and social support needs of the donor families in China. Methods: A cross-sectional study was conducted among 102 donor families using a questionnaire to investigate their demographics and social support level. To further understand their social support needs, in-depth interviews were conducted among 9 donor families. Results: Findings of the study showed that (1) Most of the family members (74, 72.6%) lacked social support, and only a small number of families (28, 27.5%) received sufficient social support (2). The coping style had an impact on the overall social support level (P = 0.014) (3). There was a lack of emotional support, information support and material support toward the donor's family members. Both emotional support and material support are significantly needed. Conclusions: The overall social support level remained insufficient and the utilization degree of social support was low. Organ donor families are in desperate need of material and emotional support. The level of social support is largely influenced by the donor familie's coping style. Compared with a negative coping style, donor families who adopted a positive coping style acquire more social support.
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Affiliation(s)
- Aijing Luo
- The Third Xiangya Hospital of Central South University, Changsha, China.,Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha, China.,School of Life Sciences, Central South University, Changsha, China
| | - Haiyan He
- The Third Xiangya Hospital of Central South University, Changsha, China.,Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha, China.,School of Life Sciences, Central South University, Changsha, China
| | - Zehua Xu
- The Third Xiangya Hospital of Central South University, Changsha, China.,Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha, China.,Public Health College of Central South University, Changsha, China
| | - Xuantong Deng
- The Third Xiangya Hospital of Central South University, Changsha, China.,Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha, China
| | - Wenzhao Xie
- The Third Xiangya Hospital of Central South University, Changsha, China.,Key Laboratory of Medical Information Research (Central South University), College of Hunan Province, Changsha, China.,School of Life Sciences, Central South University, Changsha, China
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34
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Reidy BL, Powers SW, Coffey CS, Chamberlin LA, Ecklund DJ, Klingner EA, Yankey JW, Korbee LL, Porter LL, Peugh J, Kabbouche MA, Kacperski J, Hershey AD. Multimodal Assessment of Medication Adherence Among Youth With Migraine: An Ancillary Study of the CHAMP Trial. J Pediatr Psychol 2021; 47:376-387. [PMID: 34865085 DOI: 10.1093/jpepsy/jsab123] [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: 06/01/2021] [Revised: 10/26/2021] [Accepted: 10/27/2021] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Examine preventive medication adherence among youth with migraine. METHODS Adherence (self-report, pill count, and blood serum drug levels) was assessed as an ancillary study that utilized data from 328 CHAMP Study participants (ages 8-17). CHAMP was a multisite trial of preventive medications. Participants completed a prospective headache diary during a six-month active treatment period during which youth took amitriptyline, topiramate, or placebo pill twice daily. Self-reported medication adherence was collected via daily diary. At monthly study visits, pill count measures were captured. At trial month 3 (trial midpoint) and 6 (end of active trial), blood serum drug levels were obtained. Self-report and pill count adherence percentages were calculated for the active trial period, at each monthly study visit, and in the days prior to participants' mid-trial blood draw. Percentages of nonzero drug levels were calculated to assess blood serum drug level data. Adherence measures were compared and assessed in context of several sociodemographic factors. Multiple regression analyses investigated medication adherence as a predictor of headache outcomes. RESULTS Self-report and pill count adherence rates were high (over 90%) and sustained over the course of the trial period. Serum drug level adherence rates were somewhat lower and decreased significantly (from 84% to 76%) across the trial period [t (198) = 3.23, p = .001]. Adherence measures did not predict headache days at trial end; trial midpoint serum drug levels predicted headache-related disability. CONCLUSIONS Youth with migraine can demonstrate and sustain relatively high levels of medication adherence over the course of a clinical trial.
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Affiliation(s)
- Brooke L Reidy
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, USA
| | - Scott W Powers
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA.,Department of Pediatrics, University of Cincinnati College of Medicine, USA
| | - Christopher S Coffey
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Leigh A Chamberlin
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA
| | - Dixie J Ecklund
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Elizabeth A Klingner
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | - Jon W Yankey
- Department of Biostatistics, Clinical Trials Statistical and Data Management Center, University of Iowa, USA
| | | | - Linda L Porter
- The National Institute of Neurological Disorders and Stroke, USA
| | - James Peugh
- Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, USA
| | - Marielle A Kabbouche
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
| | - Joanne Kacperski
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
| | - Andrew D Hershey
- Department of Pediatrics, University of Cincinnati College of Medicine, USA.,Division of Neurology, Cincinnati Children's Hospital Medical Center, USA
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35
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Kröncke S, Lund LK, Buchholz A, Lang M, Briem‐Richter A, Grabhorn EF, Sterneck M. Psychosocial situation, adherence, and utilization of video consultation in young adult long-term pediatric liver transplant recipients during COVID-19 pandemic. Pediatr Transplant 2021; 25:e14121. [PMID: 34428322 PMCID: PMC8646625 DOI: 10.1111/petr.14121] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/13/2021] [Accepted: 08/04/2021] [Indexed: 12/21/2022]
Abstract
BACKGROUND Young adults who underwent liver transplantation in childhood (YALTs) are highly vulnerable to non-adherent behavior and psychosocial problems. During the COVID-19 pandemic, special efforts may be necessary to maintain contact with these patients and offer support. This can be achieved through the use of telemedicine. The study's objective was to assess adherence and the psychosocial situation of YALTs during the COVID-19 pandemic in Germany and to evaluate the utilization of video consultations. METHODS In May 2020, a questionnaire was sent to YALTs treated at the Hamburg University Transplant Center, accompanied by the offer of video appointments with the attending physician. The questionnaire included the Generalized Anxiety Disorder Scale 7, the Patient Health Questionnaire 2, and questions compiled by the authors. RESULTS Of 98 YALTs, 12% used the video consultation, while 65% had an in-person appointment. The 56 patients who completed the questionnaire did not report reduced medication adherence during the pandemic, but 40% missed follow-up visits with their primary care physician or check-up laboratory tests. About 70% of YALTs were afraid to visit their physician and the transplant center, and 34% were afraid of a SARS-CoV-2 infection. Mental health and well-being were unimpaired. CONCLUSIONS During the COVID-19 pandemic, YALTs in our study did not show an increased need for psychosocial support, but a majority were afraid to attend medical appointments, and 40% reported lower appointment adherence. Acceptance of video consultations was lower than expected. The reasons for this need to be further investigated in order to optimize care.
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Affiliation(s)
- Sylvia Kröncke
- Department of Medical PsychologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Louisa Katharina Lund
- Department of GastroenterologyUniversity Transplant CenterUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Angela Buchholz
- Department of Medical PsychologyUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Melanie Lang
- Department of GastroenterologyUniversity Transplant CenterUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Andrea Briem‐Richter
- Department of PediatricsUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Enke Freya Grabhorn
- Department of PediatricsUniversity Medical Center Hamburg‐EppendorfHamburgGermany
| | - Martina Sterneck
- Department of GastroenterologyUniversity Transplant CenterUniversity Medical Center Hamburg‐EppendorfHamburgGermany
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36
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Abstract
Medication non-adherence causes poor outcomes in paediatric organ transplantation. COVID-19 pandemic has led to an exponential use of mobile health approaches for patient care. Herein, we describe a pilot intervention study using mobile video directly observed therapy building on emerging trends in research and clinical practice pertaining to medication adherence in paediatric organ transplantation.
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37
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Zelikovsky N, McKelvey E. Looking beyond patient-level variables: Exploration of care processes and structures associated with medication adherence in transplant recipients. Pediatr Transplant 2021; 25:e14099. [PMID: 34309991 DOI: 10.1111/petr.14099] [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: 05/31/2021] [Revised: 06/01/2021] [Accepted: 06/02/2021] [Indexed: 11/29/2022]
Affiliation(s)
- Nataliya Zelikovsky
- Psychology Department, La Salle University, Philadelphia, PA, USA.,Department of Pediatrics, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Elise McKelvey
- Psychology Department, La Salle University, Philadelphia, PA, USA
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38
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Metz AK, Hart-Johnson T, Blackwood RA, Crawford EA. Sociodemographic Factors Associated With Decreased Compliance to Prescribed Rehabilitation After Surgical Treatment of Knee Injuries in Pediatric Patients. Orthop J Sports Med 2021; 9:23259671211052021. [PMID: 34790832 PMCID: PMC8591652 DOI: 10.1177/23259671211052021] [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] [Received: 05/08/2021] [Accepted: 07/14/2021] [Indexed: 11/24/2022] Open
Abstract
Background: Rehabilitation is an important component of care in postsurgical knee patients, especially as it pertains to return to preinjury activity level. Despite the established significance of rehabilitation in improving outcomes after certain surgical procedures, there is a lack of investigation into compliance rates and factors that affect compliance in pediatric patients. Purpose/Hypothesis: The purpose of this study was to evaluate sociodemographic factors associated with noncompliance in pediatric patients after knee surgery to characterize health disparities in this population. Our hypothesis was that certain sociodemographic factors would be associated with decreased compliance. Study Design: Cross-sectional study; Level of evidence, 3. Methods: A retrospective review of medical records was used to gather data on compliance rate, demographics, and socioeconomic factors for pediatric patients undergoing rehabilitation after knee surgery. Compliance rate was determined by counting the total scheduled appointments, cancellations, and no-shows (defined as visits for which patients did not show up and did not provide notification of cancellation). Various types of knee injuries were included in this study. Data were evaluated using bivariate analyses in addition to hierarchical linear and binary logistic regression to assess for associations between sociodemographic factors and compliance rate. Results: Our total sample size was 186 patients. When compared with patients from non–single-parent households, patients from single-parent households were found to have a lower rate of physical therapy compliance (72.2% vs 80.1%; P < .001), were less likely to reach the 85% compliance threshold (9.1% vs 42.4%; P < .001), and had an increased amount of cancellations and no-shows (16.7 vs 11.7 visits; P = .02). Although a small sample size, Hispanic/Latino patients were shown to have a lower achievement of the 85% compliance threshold compared with non-Hispanic/Latino patients (0% vs 38.2%; P = .04). Increased distance from the rehabilitation clinic was associated with lower achievement of the 85% compliance threshold (P = .033). Conclusion: Overall, there were several significant demographic and socioeconomic variables associated with rehabilitation compliance, specifically single-parent status, distance to rehabilitation clinic, and ethnicity. These results suggest potential predictors of decreased compliance that warrant prospective investigation.
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Affiliation(s)
- Allan K Metz
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, USA.,Office of Health Equity and Inclusion, University of Michigan, Ann Arbor, Michigan, USA
| | - Tami Hart-Johnson
- Office of Health Equity and Inclusion, University of Michigan, Ann Arbor, Michigan, USA
| | - R Alexander Blackwood
- Office of Health Equity and Inclusion, University of Michigan, Ann Arbor, Michigan, USA.,Department of Pediatrics, University of Michigan, Ann Arbor, Michigan, USA
| | - Eileen A Crawford
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan, USA
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39
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Leard LE, Holm AM, Valapour M, Glanville AR, Attawar S, Aversa M, Campos SV, Christon LM, Cypel M, Dellgren G, Hartwig MG, Kapnadak SG, Kolaitis NA, Kotloff RM, Patterson CM, Shlobin OA, Smith PJ, Solé A, Solomon M, Weill D, Wijsenbeek MS, Willemse BWM, Arcasoy SM, Ramos KJ. Consensus document for the selection of lung transplant candidates: An update from the International Society for Heart and Lung Transplantation. J Heart Lung Transplant 2021; 40:1349-1379. [PMID: 34419372 PMCID: PMC8979471 DOI: 10.1016/j.healun.2021.07.005] [Citation(s) in RCA: 318] [Impact Index Per Article: 106.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2021] [Accepted: 07/14/2021] [Indexed: 02/06/2023] Open
Abstract
Tens of thousands of patients with advanced lung diseases may be eligible to be considered as potential candidates for lung transplant around the world each year. The timing of referral, evaluation, determination of candidacy, and listing of candidates continues to pose challenges and even ethical dilemmas. To address these challenges, the International Society for Heart and Lung Transplantation appointed an international group of members to review the literature, to consider recent advances in the management of advanced lung diseases, and to update prior consensus documents on the selection of lung transplant candidates. The purpose of this updated consensus document is to assist providers throughout the world who are caring for patients with pulmonary disease to identify potential candidates for lung transplant, to optimize the timing of the referral of these patients to lung transplant centers, and to provide transplant centers with a framework for evaluating and selecting candidates. In addition to addressing general considerations and providing disease specific recommendations for referral and listing, this updated consensus document includes an ethical framework, a recognition of the variability in acceptance of risk between transplant centers, and establishes a system to account for how a combination of risk factors may be taken into consideration in candidate selection for lung transplantation.
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Affiliation(s)
| | | | | | | | - Sandeep Attawar
- Krishna Institute of Medical Sciences Institute for Heart and Lung Transplantation, Hyderabad, India
| | | | - Silvia V Campos
- Heart Institute (InCor) University of Sao Paulo Medical School, Sao Paulo, Brazil
| | | | | | - Göran Dellgren
- Sahlgrenska University Hospital and University of Gothenburg, Sweden
| | | | | | | | | | | | | | | | | | - Melinda Solomon
- Hospital for Sick Children, University of Toronto, Ontario, Canada
| | - David Weill
- Weill Consulting Group, New Orleans, Louisiana
| | | | - Brigitte W M Willemse
- Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
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40
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Masood SS, Triplett KN, Killian M, Mayersohn GS, Desai DM. Examining the association of medical complications and posttraumatic stress symptoms in pediatric solid organ transplant patients and their caregivers. Pediatr Transplant 2021; 25:e14030. [PMID: 34076930 DOI: 10.1111/petr.14030] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 03/22/2021] [Accepted: 04/13/2021] [Indexed: 11/30/2022]
Abstract
BACKGROUND Post-traumatic stress symptoms (PTSS) have been reported by pediatric solid organ transplant (SOT) patients and their caregivers well after transplantation. This study examined the relationship between PTSS, medication adherence, and medical complications in SOT patients and their caregivers. A secondary aim examined the association between patient and caregiver-reported PTSS. METHODS Pediatric SOT patients (N = 69) and caregivers (N = 73) reported on PTSS by completing the Child PTSD Symptom Scale (patients 8-17 years) or the Impact of Events Scale-Revised (patients 18 years and older and caregivers). Patient medication adherence was assessed using the Medication Level Variability Index (MLVI). Patients were dichotomized as experiencing a post-transplant medical complication (ie, transplant-related hospital admission prior to the year completing measures of PTSS) or no complications. RESULTS Medication adherence was not significantly associated with patient or caregiver PTSS. A moderate effect size was found for elevated young adult and caregiver PTSS and the presence of a medical complication. Generally, the association between self-reported patient and caregiver PTSS was low. CONCLUSIONS The presence of elevated PTSS in young adult patients may be partially explained by the presence of proximal medical complications and more so by comorbid psychiatric diagnoses in child and adolescent patients (based on exploratory analyses). Caregivers of patients with medical complications within the past year reported higher levels of PTSS. Overall, transplantation and its associated impact on PTSS may be unique experience for patients versus caregivers. Qualitative research may further elucidate these experiences and inform future clinical interventions.
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Affiliation(s)
- Saba S Masood
- The University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Solid Organ Transplant, Children's Health - Children's Medical Center, Dallas, TX, USA
| | - Kelli N Triplett
- The University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Solid Organ Transplant, Children's Health - Children's Medical Center, Dallas, TX, USA
| | - Michael Killian
- Department of Solid Organ Transplant, Children's Health - Children's Medical Center, Dallas, TX, USA.,College of Social Work, Florida State University, Tallahassee, FL, USA
| | - Gillian S Mayersohn
- Department of Psychology, St. Louis Children's Hospital, St. Louis, MO, USA.,Washington University School of Medicine, St. Louis, MO, USA
| | - Dev M Desai
- The University of Texas Southwestern Medical Center, Dallas, TX, USA.,Department of Solid Organ Transplant, Children's Health - Children's Medical Center, Dallas, TX, USA
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41
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Mehta P, Pan Z, Skirka S, Kwan BM, Menard-Katcher C. Medication Adherence Aligns with Age and a Behavioral Checklist but Not Symptoms or Quality of Life for Patients with Eosinophilic Esophagitis. J Pediatr 2021; 235:246-252.e1. [PMID: 33811869 PMCID: PMC8316273 DOI: 10.1016/j.jpeds.2021.03.047] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 03/24/2021] [Accepted: 03/25/2021] [Indexed: 01/08/2023]
Abstract
OBJECTIVE To measure adherence rates to swallowed topical steroids in children with eosinophilic esophagitis (EoE), describe factors related to adherence, and determine the association between adherence, symptoms, perceived disease severity, and quality of life in children with EoE. STUDY DESIGN Subjects in this cross-sectional study of 117 children between 5 and 18 years old with EoE completed the Pediatric Eosinophilic Esophagitis Symptoms Score V2.0 (PEESS), Pediatric Quality of Life Inventory Eosinophilic Esophagitis Module (PedsQL EoE), a Medication-Taking Checklist (MTC), and a demographics questionnaire. Adherence rate was calculated based on reported number of missed doses/prescribed doses in the last week. Parent-reported measures were used for children aged 5-12 years and self-report was used for children aged 13-18 years. RESULTS Adolescents had lower adherence rates than younger children (76.2 ± 24.5% vs 88.6 ± 16.7%, P = .002). Adherence rates were not associated with disease history, PEESS, or PedsQL EoE scores but instead correlated with MTC scores (Pearson r of 0.65, P < .001 for child-report and Pearson r of 0.74, P < .001 for parent-report). Symptomatology was associated with worse quality of life (PEESS Frequency: r = -0.7, P < .001; PEESS Severity: r = -0.71, P < .001 for children 5-12 years old; PEESS Frequency: r = -0.61, P < .001; PEESS Severity: r = -.5, P < .001 for adolescents). CONCLUSIONS Unrelated to their clinical history, demographic factors, symptoms, and quality of life, adolescents with EoE have lower medication adherence rates. The MTC may serve as a clinical tool to discuss adherence and provide targeted educational counseling regarding adherence interventions.
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Affiliation(s)
- Pooja Mehta
- Children's Hospital Colorado, Aurora, CO; Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO.
| | - Zhaoxing Pan
- Department of Biostatistics, University of Colorado School of Medicine
| | | | - Bethany M. Kwan
- Department of Family Medicine, University of Colorado School of Medicine
| | - Calies Menard-Katcher
- Children’s Hospital Colorado, Department of Pediatrics, University of Colorado School of Medicine
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42
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MacDonagh L, Farrell L, O'Reilly R, McNally P, Javadpour S, Cox DW. Efficacy and adherence of noninvasive ventilation treatment in children with Down syndrome. Pediatr Pulmonol 2021; 56:1704-1715. [PMID: 33730448 DOI: 10.1002/ppul.25308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2020] [Revised: 01/01/2021] [Accepted: 01/20/2021] [Indexed: 01/30/2023]
Abstract
OBJECTIVE Children with Down syndrome (DS) have an increased prevalence of obstructive sleep apnea (OSA). Noninvasive ventilation (NIV) is a common modality of OSA treatment in this cohort. This study aimed to measure adherence and efficiency of NIV delivery in children with DS. STUDY DESIGN This was a retrospective cohort study involving 106 children with confirmed OSA and home NIV with downloadable data capacity. Children were divided into DS (n = 44) and non-DS cohorts (n = 62). Adherence, clinical outcomes apnea-hypopnoea index (AHI), positive airway pressure delivery, and leakage were recorded and compared between DS and non-DS cohorts and within the DS cohort based on past surgical history. RESULTS Significantly greater NIV usage was observed in the DS cohort, they showed more consistent use with an increased percentage of days used relative to their non-DS counterparts (78.95 ± 2.26 vs. 72.11 ± 2.14, p = .031). However, despite greater usage, poorer clinical outcomes in the form of increased AHI (p = .0493) was observed in the DS cohort, where significantly greater leakage was also shown 41.00 ± 1.61 L/min versus 36.52 ± 1.18 L/min (p = .022). Twenty children with DS had prior cardiac surgery; compliance across all parameters was significantly reduced relative to those without. CONCLUSION These data confirm that satisfactory NIV adherence is achievable in children with DS. However, we have identified excessive system leak at the machine-patient interface as a factor, which could undermine NIV efficacy in children with DS.
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Affiliation(s)
- Lauren MacDonagh
- School of Medicine, Department of Health Sciences, University College Dublin, Belfield, Dublin, Ireland
| | - Lisa Farrell
- Department of Respiratory, Children's Health Ireland, Crumlin, Dublin, Ireland
| | - Ruth O'Reilly
- Department of Respiratory, Children's Health Ireland, Crumlin, Dublin, Ireland
| | - Paul McNally
- Department of Respiratory, Children's Health Ireland, Crumlin, Dublin, Ireland
| | - Sheila Javadpour
- Department of Respiratory, Children's Health Ireland, Crumlin, Dublin, Ireland
| | - Des W Cox
- School of Medicine, Department of Health Sciences, University College Dublin, Belfield, Dublin, Ireland.,Department of Respiratory, Children's Health Ireland, Crumlin, Dublin, Ireland
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Association Between Neighborhood-level Socioeconomic Deprivation and the Medication Level Variability Index for Children Following Liver Transplantation. Transplantation 2021; 104:2346-2353. [PMID: 32032293 DOI: 10.1097/tp.0000000000003157] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND Neighborhood socioeconomic deprivation is associated with adverse health outcomes. We sought to determine if neighborhood socioeconomic deprivation was associated with adherence to immunosuppressive medications after liver transplantation. METHODS We conducted a secondary analysis of a multicenter, prospective cohort of children enrolled in the medication adherence in children who had a liver transplant study (enrollment 2010-2013). Participants (N = 271) received a liver transplant ≥1 year before enrollment and were subsequently treated with tacrolimus. The primary exposure, connected to geocoded participant home addresses, was a neighborhood socioeconomic deprivation index (range 0-1, higher indicates more deprivation). The primary outcome was the medication level variability index (MLVI), a surrogate measure of adherence to immunosuppression in pediatric liver transplant recipients. Higher MLVI indicates worse adherence behavior; values ≥2.5 are predictive of late allograft rejection. RESULTS There was a 5% increase in MLVI for each 0.1 increase in deprivation index (95% confidence interval, -1% to 11%; P = 0.08). Roughly 24% of participants from the most deprived quartile had an MLVI ≥2.5 compared with 12% in the remaining 3 quartiles (P = 0.018). Black children were more likely to have high MLVI even after adjusting for deprivation (adjusted odds ratio 4.0 95% confidence interval, 1.7-10.6). CONCLUSIONS This is the first study to evaluate associations between neighborhood socioeconomic deprivation and an objective surrogate measure of medication adherence in children posttransplant. These findings suggest that neighborhood context may be an important consideration when assessing adherence. Differential rates of medication adherence may partly explain links between neighborhood factors and adverse health outcomes following pediatric liver transplantation.
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Pruette CS, Amaral S. Empowering patients to adhere to their treatment regimens: A multifaceted approach. Pediatr Transplant 2021; 25:e13849. [PMID: 33073474 DOI: 10.1111/petr.13849] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 07/23/2020] [Accepted: 08/28/2020] [Indexed: 11/27/2022]
Abstract
It is well-recognized that adolescence and early adulthood are a high-risk period for non-adherence with treatment regimens in solid organ transplant recipients, leading to high rates of rejection and graft loss (Transplantation, 92, 2011, 1237; Pediatr Transplant, 9, 2005, 381; Transplantation, 77, 2004, 769). Preventing medication non-adherence is the holy grail of transplant adolescent care. If we can determine how best to support our patients in taking their daily medications as prescribed, we can improve long-term health, reduce need for re-transplantation, and reduce healthcare costs. In the last few years, several studies have provided us with additional insights into potentially effective interventions and have highlighted existing gaps in knowledge. This article reviews recent literature published over the last 5 years on the topic of adherence in transplant recipients, highlighting insights and opportunities to promote adherence at the individual patient level, family level, healthcare system level, and community level. Above all, the recent work that is highlighted suggests that adherence interventions for prevention and treatment must be multifaceted, individualized, and longitudinal to be effective.
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Affiliation(s)
| | - Sandra Amaral
- Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA, USA.,Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA, USA
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45
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Solomon M, Mallory GB. Lung transplant referrals for individuals with cystic fibrosis: A pediatric perspective on the cystic fibrosis foundation consensus guidelines. Pediatr Pulmonol 2021; 56:465-471. [PMID: 33300243 DOI: 10.1002/ppul.25215] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 11/10/2020] [Accepted: 12/05/2020] [Indexed: 11/08/2022]
Abstract
Lung transplant referral guidelines for individuals with cystic fibrosis (CF) were published recently. Most of the recommendations focus on the specific indications and barriers to transplantation in adults with CF. Although the number of children with CF and end-stage lung disease continues to decrease, the specific issues related to pediatric patients merit further elucidation. We address each recommendation from the recent publication with a pediatric perspective. Furthermore, we note some significant differences between the practice and policy related to lung transplantation between Canada and the United States.
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Affiliation(s)
- Melinda Solomon
- Division of Respiratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - George B Mallory
- Department of Pediatrics, Section of Pulmonology, Texas Children's Hospital, Houston, Texas, USA
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46
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Amatya K, Monnin K, Steinberg Christofferson E. Psychological functioning and psychosocial issues in pediatric kidney transplant recipients. Pediatr Transplant 2021; 25:e13842. [PMID: 33012109 DOI: 10.1111/petr.13842] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Revised: 07/17/2020] [Accepted: 08/13/2020] [Indexed: 12/13/2022]
Abstract
Research demonstrates that psychological factors are important for positive transplant outcomes, though there is little literature that synthesizes these factors in a comprehensive model among pediatric kidney transplant patients. This review analyzes psychological and psychosocial factors related to medical outcomes and overall well-being post-transplant by utilizing the PPPHM and referencing the existing literature on risk and resilience. Pediatric kidney transplant recipients are more susceptible to mental health concerns such as depression, anxiety, and ADHD, as well as developmental and neurocognitive delays, compared to healthy peers. Complex medical care and psychosocial needs for patients have implications for family functioning, parental and sibling mental health, and youth readiness to transition to adult care. It is important to carefully monitor patient functioning with empirically validated tools and to intervene in a multidisciplinary setting as early as possible to identify patients at risk and reduce potential negative impact. Psychologists are uniquely trained to assess and address these issues and are a valuable component of multidisciplinary, culturally competent care. While research in this expansive field is improving, more data are needed to establish gold standard approaches to mental health and psychosocial care in this population.
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Affiliation(s)
- Kaushalendra Amatya
- Divisions of Nephrology and Cardiology, Children's National Hospital, Washington, DC, USA.,Pediatrics and Psychiatry & Behavioral Sciences, The George Washington University School of Medicine and Health Sciences, Washington, DC, USA
| | - Kara Monnin
- Pediatric Mental Health Institute, Children's Hospital Colorado, Aurora, CO, USA
| | - Elizabeth Steinberg Christofferson
- Solid Organ Transplant Surgery, Children's Hospital Colorado, Aurora, CO, USA.,Departments of Psychiatry and Pediatrics, University of Colorado School of Medicine, Aurora, CO, USA
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47
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Killian MO, Payrovnaziri SN, Gupta D, Desai D, He Z. Machine learning-based prediction of health outcomes in pediatric organ transplantation recipients. JAMIA Open 2021; 4:ooab008. [PMID: 34075353 PMCID: PMC7952224 DOI: 10.1093/jamiaopen/ooab008] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 01/08/2021] [Accepted: 02/15/2021] [Indexed: 01/16/2023] Open
Abstract
OBJECTIVES Prediction of post-transplant health outcomes and identification of key factors remain important issues for pediatric transplant teams and researchers. Outcomes research has generally relied on general linear modeling or similar techniques offering limited predictive validity. Thus far, data-driven modeling and machine learning (ML) approaches have had limited application and success in pediatric transplant outcomes research. The purpose of the current study was to examine ML models predicting post-transplant hospitalization in a sample of pediatric kidney, liver, and heart transplant recipients from a large solid organ transplant program. MATERIALS AND METHODS Various logistic regression, naive Bayes, support vector machine, and deep learning (DL) methods were used to predict 1-, 3-, and 5-year post-transplant hospitalization using patient and administrative data from a large pediatric organ transplant center. RESULTS DL models generally outperformed traditional ML models across organtypes and prediction windows with area under the receiver operating characteristic curve values ranging from 0.750 to 0.851. Shapley additive explanations (SHAP) were used to increase the interpretability of DL model results. Various medical, patient, and social variables were identified as salient predictors across organ types. DISCUSSION Results demonstrate the utility of DL modeling for health outcome prediction with pediatric patients, and its use represents an important development in the prediction of post-transplant outcomes in pediatric transplantation compared to prior research. CONCLUSION Results point to DL models as potentially useful tools in decision-support systems assisting physicians and transplant teams in identifying patients at a greater risk for poor post-transplant outcomes.
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Affiliation(s)
- Michael O Killian
- College of Social Work, Florida State University, Florida, USA
- College of Medicine, Florida State University, Florida, USA
| | | | - Dipankar Gupta
- Congenital Heart Center, Shands Children’s Hospital, University of Florida, Florida, USA
- Department of Pediatrics, UF College of Medicine, Gainesville, Florida, USA
| | - Dev Desai
- University of Texas Southwestern School of Medicine, Texas, USA
| | - Zhe He
- School of Information, College of Communication and Information, Florida State University, Florida, USA
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Quinlan K, Auerbach S, Bearl DW, Dodd DA, Thurm CW, Hall M, Fuchs DC, Lambert AN, Godown J. The impact of psychiatric disorders on outcomes following heart transplantation in children. Pediatr Transplant 2020; 24:e13847. [PMID: 32997873 DOI: 10.1111/petr.13847] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 07/31/2020] [Accepted: 08/29/2020] [Indexed: 12/31/2022]
Abstract
Psychiatric disorders are common in pediatric HTx recipients. However, the impact of psychiatric comorbidities on patient outcomes is unknown. We aimed to assess the impact of disorders of adjustment, depression, and anxiety on HTx outcomes in children; hypothesizing that the presence of psychiatric disorders during or preceding HTx would negatively impact outcomes. All pediatric HTx recipients ≥8 years of age who survived to hospital discharge were identified from a novel linkage between the PHIS and SRTR databases (2002-2016). Psychiatric disorders were identified using ICD codes during or preceding the HTx admission. Post-transplant graft survival, freedom from readmission, and freedom from rejection were analyzed using the Kaplan-Meier method. Multivariable Cox proportional hazard models were used to adjust for covariates. A total of 1192 patients were included, of which 133 (11.2%) had depression, 197 (16.5%) had anxiety, and 218 (18.3%) had adjustment disorders. The presence of depression was independently associated with higher rates of readmission (60.9% vs 54.1% at 6 months) (AHR 1.63, 95% CI 1.22-2.18, P = .001) and inferior graft survival (70.2% vs 83.4% at 5 years) (AHR 1.62, 95% CI 1.14-2.3, P = .007). Anxiety was independently associated with higher rates of readmission (60.4% vs 53.9% at 6 months) (AHR 1.46, 95% CI 1.09-1.94, P = .01). Anxiety and depression in the pretransplant period are independently associated with outcomes following HTx in children. Evaluation and management of psychiatric comorbidities represents an important component of care in this vulnerable population.
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Affiliation(s)
- Kia Quinlan
- Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Scott Auerbach
- Pediatrics, Division of Cardiology, Denver Anschutz Medical Campus Children's Hospital of Colorado, University of Colorado, Aurora, CO, USA
| | - David W Bearl
- Pediatric Cardiology, Monroe Carell Jr. Children's Hospital, Nashville, TN, USA
| | - Debra A Dodd
- Pediatric Cardiology, Monroe Carell Jr. Children's Hospital, Nashville, TN, USA
| | - Cary W Thurm
- Children's Hospital Association, Lenexa, KS, USA
| | - Matt Hall
- Children's Hospital Association, Lenexa, KS, USA
| | - Dickey Catherine Fuchs
- Child and Adolescent Psychiatry, Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Justin Godown
- Pediatric Cardiology, Monroe Carell Jr. Children's Hospital, Nashville, TN, USA
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Abstract
Medication nonadherence (MNA) after solid organ transplantation is highly prevalent and associated with (late) (sub)clinical acute rejection, graft dysfunction and graft loss, development of donor-specific anti-HLA antibodies, and antibody-mediated rejection. MNA is predominantly unintentional and originates from barriers to adherence that are often multifactorial and complex. Tools to establish an early diagnosis of MNA include incorporation of MNA as a vital sign in daily clinical practice, self-reporting using validated questionnaires, calculating intrapatient variability in drug exposure and applying electronic monitoring, and recent audio and video technologies such as in home telemonitoring. MNA is a modifiable risk factor after organ transplantation, and treatment is most effective if a multimodal approach is used. Management of MNA comprises education (cognitive) and counseling (behavioral) that require the involvement of a trained multidisciplinary team [ideally physician, nurse (specialist), social worker, transplant coordinator, psychologist, clinical pharmacist], electronic reminder and support systems (eg, Medication Event Monitoring System, smartphone), and different types of novel mobile health applications as well as simplification of the medication dosing regimen. Future studies that evaluate novel therapeutic approaches for MNA should assure the use of reliable MNA measures, focus on multimodal individualized therapy for enriched nonadherent target populations (eg, adolescents), and incorporate clinically relevant endpoints. Costs, time, and personnel investments should be taken into account when assessing scalability and cost-effectiveness of novel therapeutic strategies. This review provides suggestions how different types of transplant centers can set up a dedicated MNA program according to available resources to define and achieve realistic clinical goals in managing MNA.
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Skeens MA, Dietrich MS, Ryan-Wenger N, Gilmer MJ, Mulvaney SA, Foster Akard T. Transplantation and Adherence: Evaluating Tacrolimus Usage in Pediatric Patients With Cancer. Clin J Oncol Nurs 2020; 24:E57-E64. [PMID: 32945801 DOI: 10.1188/20.cjon.e57-e64] [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: 11/17/2022]
Abstract
BACKGROUND Researchers have estimated that about 50% of pediatric patients with chronic illness adhere to tacrolimus therapy, a medication responsible for preventing critical side effects in patients undergoing hematopoietic stem cell transplantation (HSCT). OBJECTIVES The purpose of this study was to describe patient adherence to tacrolimus by reviewing documentation from the electronic health record and therapeutic drug levels. METHODS This retrospective descriptive study examined 357 clinic visits by 57 patients undergoing HSCT. Direct (tacrolimus levels) and indirect (subjective reporting) measures were evaluated. FINDINGS The authors found that, in 51% of visits, adherence was not documented. The overall nontherapeutic drug level rate was 60%. Because of the small sample size, nonadherence did not statistically correlate with nontherapeutic levels. The findings highlight the need for adherence awareness, assessment, and documentation in clinical practice.
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