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Cave DGW, Wands ZE, Cromie K, Hough A, Johnson K, Mon-Williams M, Bentham JR, Feltbower RG, Glaser AW. Educational attainment of children with congenital heart disease in the United Kingdom. EUROPEAN HEART JOURNAL. QUALITY OF CARE & CLINICAL OUTCOMES 2024; 10:456-466. [PMID: 37985703 PMCID: PMC11307196 DOI: 10.1093/ehjqcco/qcad068] [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: 10/04/2023] [Revised: 11/07/2023] [Accepted: 11/17/2023] [Indexed: 11/22/2023]
Abstract
BACKGROUND Educational attainment in children with congenital heart disease (CHD) within the UK has not been reported, despite the possibility of school absences and disease-specific factors creating educational barriers. METHODS AND RESULTS Children were prospectively recruited to the Born in Bradford birth cohort between March 2007 and December 2010. Diagnoses of CHD were identified through linkage to the congenital anomaly register and independently verified by clinicians. Multivariable regression accounted for relevant confounders. Our primary outcome was the odds of 'below expected' attainment in maths, reading, and writing at ages 4-11 years.Educational records of 139 children with non-genetic CHD were compared with 11 188 age-matched children with no major congenital anomaly. Children with CHD had significantly higher odds of 'below expected' attainment in maths at age 4-5 years [odds ratio (OR) 1.64, 95% confidence interval (CI) 1.07-2.52], age 6-7 (OR 2.03, 95% CI 1.32-3.12), and age 10-11 (OR 2.28, 95% CI 1.01-5.14). Odds worsened with age, with similar results for reading and writing. The odds of receiving special educational needs support reduced with age for children with CHD relative to controls [age 4-5: OR 4.84 (2.06-11.40); age 6-7: OR 3.65 (2.41-5.53); age 10-11: OR 2.73 (1.84-4.06)]. Attainment was similar for children with and without exposure to cardio-pulmonary bypass. Lower attainment was strongly associated with the number of pre-school hospital admissions. CONCLUSION Children with CHD have lower educational attainment compared with their peers. Deficits are evident from school entry and increase throughout primary school.
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Affiliation(s)
- Daniel G W Cave
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
- Leeds Children's Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, West Yorkshire, UK
| | - Zoë E Wands
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
| | - Kirsten Cromie
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
| | - Amy Hough
- Born in Bradford, Bradford Institute of Health Research, Bradford Royal Infirmary, Bradford, West Yorkshire, UK
| | - Kathryn Johnson
- Leeds Children's Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, West Yorkshire, UK
- National Congenital Anomaly and Rare Disease Registration Service (NCARDRS), National Health Service, UK
| | - Mark Mon-Williams
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
- Born in Bradford, Bradford Institute of Health Research, Bradford Royal Infirmary, Bradford, West Yorkshire, UK
| | - James R Bentham
- Leeds Children's Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, West Yorkshire, UK
| | - Richard G Feltbower
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
| | - Adam W Glaser
- Leeds Institute for Data Analytics (LIDA), School of Medicine, University of Leeds, Clarendon Way, Leeds, West Yorkshire LS2 9JT, UK
- Leeds Children's Hospital, Leeds Teaching Hospitals NHS Trust, Leeds, West Yorkshire, UK
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Glinianaia SV, Tan J, Morris JK, Brigden J, Evans HER, Loane M, Neville AJ, Rankin J. Academic achievement at ages 11 and 16 in children born with congenital anomalies in England: A multi-registry linked cohort study. Paediatr Perinat Epidemiol 2024; 38:411-425. [PMID: 38318667 DOI: 10.1111/ppe.13049] [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: 04/20/2023] [Revised: 01/15/2024] [Accepted: 01/21/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND Children born with major congenital anomalies (CAs) have lower academic achievement compared with their peers, but the existing evidence is restricted to a number of specific CAs. OBJECTIVES To investigate academic outcomes at ages 11 and 16 in children with major isolated structural CAs and children with Down or Turner syndromes. METHODS This population-based cohort study linked data on approximately 11,000 school-aged children born with major CAs in 1994-2004 registered by four regional CA registries in England with education data from the National Pupil Database (NPD). The comparison group was a random sample of children without major CAs from the background population recorded in the NPD that were frequency matched (5:1) to children with CAs by birth year, sex and geographical area. RESULTS Overall, 71.9%, 73.0% and 80.9% of children with isolated structural CAs achieved the expected attainment level at age 11 compared to 78.3%, 80.6% and 86.7% of the comparison group in English language, Mathematics and Science, respectively. Children with nervous system CAs as a whole had the lowest proportion who achieved the expected attainment at age 11. At age 16, 46.9% of children with CAs achieved the expected level compared to 52.5% of their peers. Major CAs were associated with being up to 9% (95% confidence interval [CI] 8%, 11%) and 12% (95% CI 9%, 14%) less likely to achieve expected levels at ages 11 and 16, respectively, after adjustment for socioeconomic deprivation. CONCLUSIONS Although many children with isolated CAs achieved the expected academic level at ages 11 and 16, they were at higher risk of underachievement compared to their peers. These stark yet cautiously encouraging results are important for counselling parents of children with specific CAs and also highlight the possible need for special education support to reduce potential academic difficulties.
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Affiliation(s)
- Svetlana V Glinianaia
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Joachim Tan
- Population Health Research Institute, St George's, University of London, London, UK
- NIHR GOSH Biomedical Research Centre, UCL Great Ormond Street Institute of Child Health, London, UK
| | - Joan K Morris
- Population Health Research Institute, St George's, University of London, London, UK
| | - Jo Brigden
- Population Health Research Institute, St George's, University of London, London, UK
| | - Hannah E R Evans
- Population Health Research Institute, St George's, University of London, London, UK
| | - Maria Loane
- Faculty of Life and Health Sciences, Ulster University, Belfast, UK
| | - Amanda J Neville
- Center for Clinical and Epidemiological Research, University of Ferrara, Ferrara, Emilia-Romagna, Italy
| | - Judith Rankin
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK
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Fleming M, Athanasopoulos P, Mackay DF, Pell JP. Educational outcomes among children with congenital heart disease compared to peers: a Scotland-wide record-linkage study of 715,850 schoolchildren. BMC Pediatr 2024; 24:405. [PMID: 38909207 PMCID: PMC11193247 DOI: 10.1186/s12887-024-04848-2] [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: 08/11/2023] [Accepted: 05/22/2024] [Indexed: 06/24/2024] Open
Abstract
BACKGROUND Nine in every thousand children born in the United Kingdom have congenital heart disease, and 250,000 adults are living with the condition. This study aims to investigate the associations between congenital heart disease and educational outcomes among school-aged children in Scotland. METHODS Routine health and education databases were linked to produce a cohort of all singleton children born in Scotland and attending a local authority run primary, secondary, or special school in Scotland at some point between 2009 and 2013. Children with congenital heart disease within this cohort were compared with children unaffected by congenital conditions. Outcomes investigated were special educational need (SEN), absenteeism, exclusion, academic attainment, and unemployment. All analyses were adjusted for sociodemographic and maternity confounders. Absenteeism was investigated as a mediating factor in the associations with attainment and unemployment. RESULTS Of the 715,850 children, 6,295 (0.9%) had congenital heart disease and 4,412 (6.1%) had isolated congenital heart disease. Congenital heart disease and isolated congenital heart disease were both significantly associated with subsequent special educational need (OR 3.45, 95% CI 3.26-3.65, p < 0.001 and OR 1.98, 95% CI 1.84-2.13, p < 0.001 respectively), absenteeism (IRR 1.13, 95% CI 1.10-1.16, p < 0.001 and IRR 1.10, 95% CI 1.06-1.13, p < 0.001 respectively), and low academic attainment (OR 1.69, 95% CI 1.39-2.07, p < 0.001 and OR 1.35, 95% CI 1.07-1.69, p = 0.011 respectively). Neither congenital heart disease nor isolated congenital heart disease were associated with school exclusion. Only congenital heart disease (OR 1.21, 95% CI 1.03-1.42, p = 0.022) but not isolated congenital heart disease was associated with unemployment. When days absent were included in the analyses investigating attainment and unemployment, the conclusions were not altered. CONCLUSION Children with congenital heart disease have greater special educational need, lower school attendance, attain lower examination grades and have greater unemployment compared to peers. In addition to healthcare support, affected children need educational support to avoid additional impact on their long-term wellbeing.
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Affiliation(s)
- Michael Fleming
- School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK.
| | - Paul Athanasopoulos
- School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK
| | - Daniel F Mackay
- School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK
| | - Jill P Pell
- School of Health and Wellbeing, University of Glasgow, Clarice Pears Building, 90 Byres Road, Glasgow, G12 8TB, UK
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Sholler GF, Selbie LA, Tallon M, Keating J, Ayer J, Burchill L, Cheung MMH, Cordina R, Culnane E, Donovan S, Eastaugh L, Elliott C, Fletcher J, Justo RN, Kasparian NA, Kelly A, Morsman D, Nicolae M, Orr Y, Pendrick E, Ramsay JM, Reményi B, Shipton S, Weintraub RG, Van Wijk E, Wheaton G, Venugopal P. Australian National Standards of Care for Childhood-onset Heart Disease (CoHD Standards). 1st Edition. Heart Lung Circ 2024; 33:153-196. [PMID: 38453293 DOI: 10.1016/j.hlc.2023.03.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 03/28/2023] [Indexed: 03/09/2024]
Abstract
These first Australian National Standards of Care for Childhood-onset Heart Disease (CoHD Standards) have been developed to inform the healthcare requirements for CoHD services and enable all Australian patients, families and carers impacted by CoHD (paediatric CoHD and adult congenital heart disease [ACHD]) to live their best and healthiest lives. The CoHD Standards are designed to provide the clarity and certainty required for healthcare services to deliver excellent, comprehensive, inclusive, and equitable CoHD care across Australia for patients, families and carers, and offer an iterative roadmap to the future of these services. The CoHD Standards provide a framework for excellent CoHD care, encompassing key requirements and expectations for whole-of-life, holistic and connected healthcare service delivery. The CoHD Standards should be implemented in health services in conjunction with the National Safety and Quality Health Service Standards developed by the Australian Commission on Safety and Quality in Health Care. All healthcare services should comply with the CoHD Standards, as well as working to their organisation's or jurisdiction's agreed clinical governance framework, to guide the implementation of structures and processes that support safe care.
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Affiliation(s)
- Gary F Sholler
- Sydney Children's Hospitals Network, NSW, Australia; Heart Centre for Children, Sydney, NSW, Australia; The University of Sydney, Sydney, NSW, Australia.
| | - Lisa A Selbie
- HeartKids Ltd, Parramatta, NSW, Australia; School of Biotechnology & Biomolecular Sciences University of NSW, Sydney, NSW, Australia and Johns Hopkins University, Baltimore, MD, USA
| | - Mary Tallon
- HeartKids Ltd, Parramatta, NSW, Australia; Perth Children's Hospital, Perth, WA, Australia; School of Nursing, Curtin University, Perth, WA, Australia
| | | | - Julian Ayer
- Sydney Children's Hospitals Network, NSW, Australia; Heart Centre for Children, Sydney, NSW, Australia; The University of Sydney, Sydney, NSW, Australia
| | - Luke Burchill
- The Royal Melbourne Hospital, Melbourne, Vic, Australia and Mayo Clinic, Rochester, New York, NY, USA
| | - Michael M H Cheung
- The University of Melbourne, Melbourne, Vic, Australia; The Royal Children's Hospital, Melbourne, Vic, Australia
| | - Rachael Cordina
- The University of Sydney, Sydney, NSW, Australia; Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Evelyn Culnane
- The Royal Children's Hospital, Melbourne, Vic, Australia
| | | | - Lucas Eastaugh
- The Royal Children's Hospital, Melbourne, Vic, Australia
| | | | - Jeffery Fletcher
- Queensland Paediatric Specialists, Southport, Qld, Australia; Department of Paediatrics, The Tweed Hospital, Tweed Heads, NSW, Australia and Griffith University, Brisbane, Qld, Australia
| | - Robert N Justo
- Queensland Children's Hospital, South Brisbane, Qld, Australia; The University of Queensland, Herston, Qld, Australia; Queensland Paediatric Cardiac Research, Children's Health Queensland, South Brisbane, Qld, Australia
| | - Nadine A Kasparian
- Sydney Children's Hospitals Network, NSW, Australia; Heart Centre for Children, Sydney, NSW, Australia; Heart Institute and Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital, Ohio, OH, USA
| | - Andrew Kelly
- Women's and Children's Hospital, North Adelaide, SA, Australia
| | | | - Mugur Nicolae
- The University of Queensland, Herston, Qld, Australia; Mater Hospital Services, Brisbane, Qld, Australia
| | - Yishay Orr
- Sydney Children's Hospitals Network, NSW, Australia; Heart Centre for Children, Sydney, NSW, Australia; The University of Sydney, Sydney, NSW, Australia
| | | | | | - Bo Reményi
- Menzies School of Health Research, Charles Darwin University, Darwin, NT and Royal Darwin Hospital, Darwin, NT, Australia
| | | | - Robert G Weintraub
- The University of Melbourne, Melbourne, Vic, Australia; The Royal Children's Hospital, Melbourne, Vic, Australia; Murdoch Children's Research Institute, Melbourne, Vic, Australia
| | - Elsa Van Wijk
- HeartKids Ltd, Parramatta, NSW, Australia; Australian Institute of Company Directors, NSW, Australia
| | - Gavin Wheaton
- Women's and Children's Hospital, North Adelaide, SA, Australia; University of Adelaide, Adelaide, SA, Australia
| | - Prem Venugopal
- Queensland Children's Hospital, South Brisbane, Qld, Australia; The University of Queensland, Herston, Qld, Australia
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Long D, Anderson VA, Crossley L, Sood NT, Charles KR, MacDonald AD, Bora S, Pestell CF, Murrell K, Pride NA, Anderson PJ, Badawi N, Rose B, Baillie H, Masterson K, Chumbes Flores J, Sherring C, Raman S, Beca J, Erickson S, Festa M, Anderson BW, Venugopal P, Yim D, Andrews D, Cheung M, Brizard C, Gentles TL, Iyengar A, Nicholson I, Ayer J, Butt W, Schlapbach LJ, Gibbons KS. Longitudinal cohort study investigating neurodevelopmental and socioemotional outcomes in school-entry aged children after open heart surgery in Australia and New Zealand: the NITRIC follow-up study protocol. BMJ Open 2023; 13:e075429. [PMID: 37648380 PMCID: PMC10471882 DOI: 10.1136/bmjopen-2023-075429] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/09/2023] [Indexed: 09/01/2023] Open
Abstract
INTRODUCTION Despite growing awareness of neurodevelopmental impairments in children with congenital heart disease (CHD), there is a lack of large, longitudinal, population-based cohorts. Little is known about the contemporary neurodevelopmental profile and the emergence of specific impairments in children with CHD entering school. The performance of standardised screening tools to predict neurodevelopmental outcomes at school age in this high-risk population remains poorly understood. The NITric oxide during cardiopulmonary bypass to improve Recovery in Infants with Congenital heart defects (NITRIC) trial randomised 1371 children <2 years of age, investigating the effect of gaseous nitric oxide applied into the cardiopulmonary bypass oxygenator during heart surgery. The NITRIC follow-up study will follow this cohort annually until 5 years of age to assess outcomes related to cognition and socioemotional behaviour at school entry, identify risk factors for adverse outcomes and evaluate the performance of screening tools. METHODS AND ANALYSIS Approximately 1150 children from the NITRIC trial across five sites in Australia and New Zealand will be eligible. Follow-up assessments will occur in two stages: (1) annual online screening of global neurodevelopment, socioemotional and executive functioning, health-related quality of life and parenting stress at ages 2-5 years; and (2) face-to-face assessment at age 5 years assessing intellectual ability, attention, memory and processing speed; fine motor skills; language and communication; and socioemotional outcomes. Cognitive and socioemotional outcomes and trajectories of neurodevelopment will be described and demographic, clinical, genetic and environmental predictors of these outcomes will be explored. ETHICS AND DISSEMINATION Ethical approval has been obtained from the Children's Health Queensland (HREC/20/QCHQ/70626) and New Zealand Health and Disability (21/NTA/83) Research Ethics Committees. The findings will inform the development of clinical decision tools and improve preventative and intervention strategies in children with CHD. Dissemination of the outcomes of the study is expected via publications in peer-reviewed journals, presentation at conferences, via social media, podcast presentations and medical education resources, and through CHD family partners. TRIAL REGISTRATION NUMBER The trial was prospectively registered with the Australian New Zealand Clinical Trials Registry as 'Gene Expression to Predict Long-Term Neurodevelopmental Outcome in Infants from the NITric oxide during cardiopulmonary bypass to improve Recovery in Infants with Congenital heart defects (NITRIC) Study - A Multicentre Prospective Trial'. TRIAL REGISTRATION ACTRN12621000904875.
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Affiliation(s)
- Debbie Long
- School of Nursing, Queensland University of Technology, Kelvin Grove, Queensland, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, South Brisbane, Queensland, Australia
| | - Vicki A Anderson
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Psychology Service, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Louise Crossley
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Nikita Tuli Sood
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
| | - Karina R Charles
- School of Nursing, Queensland University of Technology, Kelvin Grove, Queensland, Australia
- Paediatric Intensive Care Unit, Queensland Children's Hospital, South Brisbane, Queensland, Australia
| | - Anna D MacDonald
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
| | - Samudragupta Bora
- Department of Pediatrics, University Hospitals Rainbow Babies & Children's Hospital, Case Western Reserve University School of Medicine, Cleveland, Ohio, USA
- Mater Research Institute, The University of Queensland, South Brisbane, Queensland, Australia
| | - Carmela F Pestell
- School of Psychological Science, University of Western Australia, Crawley, Western Australia, Australia
| | - Kathryn Murrell
- Consult Liaison Team, Starship Children's Hospital, Auckland, New Zealand
| | - Natalie A Pride
- Kids Neuroscience Centre, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Peter J Anderson
- Turner Institute for Brain and Mental Health, Monash University, Clayton, Victoria, Australia
| | - Nadia Badawi
- Grace Centre for Newborn Care, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Brian Rose
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
- Australian and New Zealand Fontan Advocacy Committee, HeartKids Australia Inc, Sydney, New South Wales, Australia
| | - Heidi Baillie
- Paediatric Intensive Care Unit, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Kate Masterson
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Paediatric Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Jenipher Chumbes Flores
- Paediatric Intensive Care Unit, Perth Children's Hospital, Nedlands, Western Australia, Australia
| | - Claire Sherring
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
| | - Sainath Raman
- Paediatric Intensive Care Unit, Queensland Children's Hospital, South Brisbane, Queensland, Australia
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
| | - John Beca
- Paediatric Intensive Care Unit, Starship Children's Hospital, Auckland, New Zealand
| | - Simon Erickson
- Paediatric Intensive Care Unit, Perth Children's Hospital, Nedlands, Western Australia, Australia
| | - Marino Festa
- Paediatric Intensive Care Unit, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Benjamin W Anderson
- Queensland Paediatric Cardiac Service, Queensland Children's Hospital, South Brisbane, Queensland, Australia
- School of Medicine, The University of Queensland, South Brisbane, Queensland, Australia
| | - Prem Venugopal
- School of Medicine, The University of Queensland, South Brisbane, Queensland, Australia
- Department of Cardiac Surgery, Queensland Children's Hospital, South Brisbane, Queensland, Australia
| | - Deane Yim
- Department of Paediatric Cardiology, Perth Children's Hospital, Nedlands, Western Australia, Australia
| | - David Andrews
- Department of Cardiothoracic Surgery, Perth Children's Hospital, Nedlands, Western Australia, Australia
| | - Michael Cheung
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Cardiology, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Christian Brizard
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Department of Cardiac Surgery, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Thomas L Gentles
- Paediatrics, Child and Youth Health, The University of Auckland, Auckland, New Zealand
- Paediatric and Congenital Cardiac Service, Starship Children's Hospital, Auckland, New Zealand
| | - Ajay Iyengar
- Paediatric and Congenital Cardiac Service, Starship Children's Hospital, Auckland, New Zealand
- Department of Surgery, The University of Auckland, Auckland, New Zealand
| | - Ian Nicholson
- Heart Centre for Children, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Julian Ayer
- Heart Centre for Children, The Children's Hospital at Westmead, Westmead, New South Wales, Australia
| | - Warwick Butt
- Clinical Sciences, Murdoch Children's Research Institute, Parkville, Victoria, Australia
- Paediatric Intensive Care Unit, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Luregn J Schlapbach
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
- Department of Intensive Care and Neonatology, University Children's Hospital Zürich, Zürich, Switzerland
| | - Kristen S Gibbons
- Child Health Research Centre, The University of Queensland, South Brisbane, Queensland, Australia
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He WQ, Nassar N, Schneuer FJ, Lain SJ. Examination of validity of identifying congenital heart disease from hospital discharge data without a gold standard: Using a data linkage approach. Paediatr Perinat Epidemiol 2023; 37:303-312. [PMID: 36991572 PMCID: PMC10946896 DOI: 10.1111/ppe.12976] [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: 08/19/2022] [Revised: 03/18/2023] [Accepted: 03/20/2023] [Indexed: 03/31/2023]
Abstract
BACKGROUND Administrative health data has been used extensively to examine congenital heart disease (CHD). However, the accuracy and completeness of these data must be assessed. OBJECTIVES To use data linkage of multiple administrative data sources to examine the validity of identifying CHD cases recorded in hospital discharge data. METHODS We identified all liveborn infants born 2013-2017 in New South Wales, Australia with a CHD diagnosis up to age one, recorded in hospital discharge data. Using record linkage to multiple data sources, the diagnosis of CHD was compared with five reference standards: (i) multiple hospital admissions containing CHD diagnosis; (ii) receiving a cardiac procedure; (iii) CHD diagnosis in the Register of Congenital Conditions; (iv) cardiac-related outpatient health service recorded; and/or (v) cardiac-related cause of death. Positive predictive values (PPV) comparing CHD diagnosis with the reference standards were estimated by CHD severity and for specific phenotypes. RESULTS Of 485,239 liveborn infants, there were 4043 infants with a CHD diagnosis identified in hospital discharge data (8.3 per 1000 live births). The PPV for any CHD identified in any of the five methods was 62.8% (95% confidence interval [CI] 60.9, 64.8), with PPV higher for severe CHD at 94.1% (95% CI 88.2, 100). Infant characteristics associated with higher PPVs included lower birthweight, presence of a syndrome or non-cardiac congenital anomaly, born to mothers aged <20 years and residing in disadvantaged areas. CONCLUSION Using data linkage of multiple datasets is a novel and cost-effective method to examine the validity of CHD diagnoses recorded in one dataset. These results can be incorporated into bias analyses in future studies of CHD.
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Affiliation(s)
- Wen-Qiang He
- Child Population and Translational Health Research, Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Natasha Nassar
- Child Population and Translational Health Research, Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Francisco J Schneuer
- Child Population and Translational Health Research, Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
| | - Samantha J Lain
- Child Population and Translational Health Research, Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, University of Sydney, Sydney, New South Wales, Australia
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7
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Perazzo D, Moore R, Kasparian NA, Rodts M, Horowitz-Kraus T, Crosby L, Turpin B, Beck AF, Hutton J. Chronic pediatric diseases and risk for reading difficulties: a narrative review with recommendations. Pediatr Res 2022; 92:966-978. [PMID: 35121848 PMCID: PMC9586865 DOI: 10.1038/s41390-022-01934-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Revised: 11/02/2021] [Accepted: 12/13/2021] [Indexed: 12/03/2022]
Abstract
Literacy is a major social determinant of health, rooted in skills that develop during early childhood. Children arriving at kindergarten unprepared to learn to read are more likely to have low reading proficiency thereafter. General and health literacy are highly correlated, affecting understanding of health conditions, treatment adherence, and transition to self-care and adult healthcare services. The American Academy of Pediatrics (AAP) recommends literacy and school readiness promotion during well-visits and neurodevelopmental surveillance is emphasized across primary and subspecialty care. While genetic and environmental risk factors for reading difficulties are well-established, risks related to complex and chronic medical conditions are less appreciated and under-researched. This review applies an eco-bio-developmental framework to explore literacy across five complex chronic conditions affecting millions of children worldwide: asthma, cancer, congenital heart disease, epilepsy, and sickle cell disease. In each, integration of an efficient reading brain network may be impacted by direct factors, such as ischemia, anesthesia, and/or medications, and also indirect factors, such as altered parent-child routines, hospital stays, and missed school. By integrating literacy into care management plans for affected children, pediatric primary care and specialty providers are poised to identify risks early, target guidance and interventions, and improve academic and health outcomes. IMPACT: While genetic and environmental risk factors for reading difficulties are well-established, risks related to complex and/or chronic medical conditions such as asthma, cancer, congenital heart disease, epilepsy, and sickle cell disease are substantial, less appreciated, and under-researched. General and health literacy are highly correlated, with implications for the understanding one's health condition, treatment adherence, and transitioning to self-care, which is especially important for children with complex and/or chronic illness. Pediatric primary care and specialty providers are poised to integrate reading and literacy into care management plans for children with complex and/or chronic illness, including early screening, guidance, support, and interventions.
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Affiliation(s)
- Donna Perazzo
- Reading and Literacy Discovery Center, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Ryan Moore
- The Heart Institute, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Nadine A Kasparian
- The Heart Institute, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Center for Heart Disease and Mental Health, Heart Institute and Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Megan Rodts
- The Heart Institute, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Tzipi Horowitz-Kraus
- Reading and Literacy Discovery Center, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Educational Neuroimaging Center, Faculty of Education in Science and Technology and Faculty of Biomedical Engineering, Technion, Haifa, Israel
| | - Lori Crosby
- Center for Clinical and Translational Science and Training and Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Brian Turpin
- Division of Oncology, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Andrew F Beck
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
- Division of Hospital Medicine, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - John Hutton
- Reading and Literacy Discovery Center, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
- Division of General and Community Pediatrics, Cincinnati Children's Hospital Medical Center and Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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8
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Bonthrone AF, Chew A, Bhroin MN, Rech FM, Kelly CJ, Christiaens D, Pietsch M, Tournier JD, Cordero-Grande L, Price A, Egloff A, Hajnal JV, Pushparajah K, Simpson J, David Edwards A, Rutherford MA, Nosarti C, Batalle D, Counsell SJ. Neonatal frontal-limbic connectivity is associated with externalizing behaviours in toddlers with Congenital Heart Disease. Neuroimage Clin 2022; 36:103153. [PMID: 35987179 PMCID: PMC9403726 DOI: 10.1016/j.nicl.2022.103153] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/02/2022] [Accepted: 08/12/2022] [Indexed: 12/14/2022]
Abstract
Children with Congenital Heart Disease (CHD) are at increased risk of neurodevelopmental impairments. The neonatal antecedents of impaired behavioural development are unknown. 43 infants with CHD underwent presurgical brain diffusion-weighted MRI [postmenstrual age at scan median (IQR) = 39.29 (38.71-39.71) weeks] and a follow-up assessment at median age of 22.1 (IQR 22.0-22.7) months in which parents reported internalizing and externalizing problem scores on the Child Behaviour Checklist. We constructed structural brain networks from diffusion-weighted MRI and calculated edge-wise structural connectivity as well as global and local brain network features. We also calculated presurgical cerebral oxygen delivery, and extracted perioperative variables, socioeconomic status at birth and a measure of cognitively stimulating parenting. Lower degree in the right inferior frontal gyrus (partial ρ = -0.687, p < 0.001) and reduced connectivity in a frontal-limbic sub-network including the right inferior frontal gyrus were associated with higher externalizing problem scores. Externalizing problem scores were unrelated to neonatal clinical course or home environment. However, higher internalizing problem scores were associated with earlier surgery in the neonatal period (partial ρ = -0.538, p = 0.014). Our results highlight the importance of frontal-limbic networks to the development of externalizing behaviours and provide new insights into early antecedents of behavioural impairments in CHD.
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Affiliation(s)
- Alexandra F Bonthrone
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Andrew Chew
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Megan Ní Bhroin
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Trinity College Institute of Neuroscience and Cognitive Systems Group, Discipline of Psychiatry, School of Medicine, Trinity College, Dublin, Ireland
| | - Francesca Morassutti Rech
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Christopher J Kelly
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Daan Christiaens
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Department of Electrical Engineering (ESAT/PSI), KU Leuven, Leuven, Belgium
| | - Maximilian Pietsch
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - J-Donald Tournier
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Lucilio Cordero-Grande
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid & CIBER-BBN, Madrid, Spain
| | - Anthony Price
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Alexia Egloff
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Joseph V Hajnal
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Kuberan Pushparajah
- Biomedical Engineering Department, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK; Paediatric Cardiology Department, Evelina London Children's Healthcare, London, UK
| | - John Simpson
- Paediatric Cardiology Department, Evelina London Children's Healthcare, London, UK
| | - A David Edwards
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Mary A Rutherford
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK
| | - Chiara Nosarti
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Dafnis Batalle
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK; Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Serena J Counsell
- Centre for the Developing Brain, School of Biomedical Engineering & Imaging Sciences, King's College London, London, UK.
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9
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Neuroplacentology in congenital heart disease: placental connections to neurodevelopmental outcomes. Pediatr Res 2022; 91:787-794. [PMID: 33864014 PMCID: PMC9064799 DOI: 10.1038/s41390-021-01521-7] [Citation(s) in RCA: 28] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 03/02/2021] [Accepted: 03/11/2021] [Indexed: 11/30/2022]
Abstract
Children with congenital heart disease (CHD) are living longer due to effective medical and surgical management. However, the majority have neurodevelopmental delays or disorders. The role of the placenta in fetal brain development is unclear and is the focus of an emerging field known as neuroplacentology. In this review, we summarize neurodevelopmental outcomes in CHD and their brain imaging correlates both in utero and postnatally. We review differences in the structure and function of the placenta in pregnancies complicated by fetal CHD and introduce the concept of a placental inefficiency phenotype that occurs in severe forms of fetal CHD, characterized by a myriad of pathologies. We propose that in CHD placental dysfunction contributes to decreased fetal cerebral oxygen delivery resulting in poor brain growth, brain abnormalities, and impaired neurodevelopment. We conclude the review with key areas for future research in neuroplacentology in the fetal CHD population, including (1) differences in structure and function of the CHD placenta, (2) modifiable and nonmodifiable factors that impact the hemodynamic balance between placental and cerebral circulations, (3) interventions to improve placental function and protect brain development in utero, and (4) the role of genetic and epigenetic influences on the placenta-heart-brain connection. IMPACT: Neuroplacentology seeks to understand placental connections to fetal brain development. In fetuses with CHD, brain growth abnormalities begin in utero. Placental microstructure as well as perfusion and function are abnormal in fetal CHD.
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10
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Glinianaia SV, McLean A, Moffat M, Shenfine R, Armaroli A, Rankin J. Academic achievement and needs of school-aged children born with selected congenital anomalies: A systematic review and meta-analysis. Birth Defects Res 2021; 113:1431-1462. [PMID: 34672115 PMCID: PMC9298217 DOI: 10.1002/bdr2.1961] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 09/21/2021] [Indexed: 11/09/2022]
Abstract
Children with congenital anomalies have poorer intellectual and cognitive development compared to their peers, but evidence for academic achievement using objective measures is lacking. We aimed to summarize and synthesize evidence on academic outcomes and special education needs (SEN) of school‐aged children born with selected major structural congenital anomalies. Electronic databases (MEDLINE, EMBASE, Scopus, PsycINFO, CINAHL, ProQuest Natural Science and Education Collections), reference lists and citations for 1990–2020 were systematically searched. We included original‐research articles on academic achievement in children with non‐syndromic congenital anomalies that involved school test results, standardized tests and/or SEN data. Random‐effects meta‐analyses were performed to estimate pooled mean test scores in mathematics and/or reading where possible and pooled odds ratios (ORs) for SEN in children with severe congenital heart defects (CHDs) and children with orofacial clefts (OFCs). Thirty‐nine eligible studies (n = 21,066 children) were synthesized narratively. Sixteen studies were included in meta‐analyses. Children with non‐syndromic congenital anomalies were at a higher risk of academic underachievement than controls across school levels. Children with severe CHD (pooled OR = 2.32, 95% CI: 1.90, 2.82), and children with OFC (OR = 1.38 (95% CI: 1.20, 1.57), OR = 3.07 (95% CI: 2.65, 3.56), and OR = 3.96 (95% CI: 3.31, 4.72) for children with cleft lip, cleft palate and cleft lip/palate, respectively) had significantly higher ORs for SEN than controls. Children with non‐syndromic congenital anomalies underperform academically and have higher SEN rates compared to their peers. Early monitoring and development of differential SEN are important to promote academic progress in these children.
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Affiliation(s)
- Svetlana V Glinianaia
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Ashleigh McLean
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Malcolm Moffat
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Rebekka Shenfine
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
| | - Annarita Armaroli
- Center for Clinical and Epidemiological Research, University of Ferrara, Ferrara, Emilia-Romagna, Italy
| | - Judith Rankin
- Population Health Sciences Institute, Faculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, United Kingdom
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11
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Schneuer FJ, Lain SJ, Bell JC, Goldsmith S, McIntyre S, Nassar N. The accuracy of hospital discharge data in recording major congenital anomalies in Australia. Birth Defects Res 2021; 113:1313-1323. [PMID: 34431628 DOI: 10.1002/bdr2.1948] [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: 02/16/2021] [Revised: 07/14/2021] [Accepted: 08/14/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND There has been increasing use of hospital discharge data to identify congenital anomalies, with limited information about the accuracy of these data. OBJECTIVES To evaluate the accuracy of hospital discharge data in ascertaining major congenital anomalies in infants. METHODS All liveborn infants with major congenital anomalies born between 2004 and 2009 in New South Wales, Australia were included. They were separated into two study groups: (a) infants identified from the Register of Congenital Conditions with a corresponding record in linked hospital discharge data; and (b) infants with a recorded congenital anomaly in hospital data, but without a register record. For the first group, we assessed agreement (concordant diagnoses) and the proportion of anomalies with discrepant diagnoses in each dataset. For the second group, we determined the number of anomalies recorded only in hospital data and applied specific conditions restricting to those recorded in the birth admission, excluding nonspecific diagnoses, or those with relevant surgical procedures to minimize potential false positives or over-reporting. RESULTS The first study group included 9,346 infants with an average 84% agreement in the ascertainment of major anomalies between hospital and registry data, and >93% agreement for cardiac, abdominal wall, and gastrointestinal anomalies. Discrepant diagnoses occurred on average in 20% of cases from hospital data and 17% from registry data, and were slightly reduced with the use of diagnoses recorded only in tertiary pediatric hospitals. The second group included 25,893 infants where anomalies were only recorded in hospital data, most commonly skin and unspecified anomalies. Excluding unspecified cases, those only diagnosed at the birth admission and restricting to surgical procedures reduced over-reporting by up to 96%. CONCLUSIONS Hospital discharge data provide an acceptable means to ascertain congenital anomalies, but with variable accuracy for different anomalies. Application of specific conditions and limited to surgical procedures improves the utility of using hospital discharge data to ascertain congenital anomalies.
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Affiliation(s)
- Francisco J Schneuer
- Child Population and Translational Health Research, The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Samantha J Lain
- Child Population and Translational Health Research, The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Jane C Bell
- Child Population and Translational Health Research, The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Shona Goldsmith
- Cerebral Palsy Alliance Research Institute, Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Sarah McIntyre
- Cerebral Palsy Alliance Research Institute, Discipline of Child and Adolescent Health, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Natasha Nassar
- Child Population and Translational Health Research, The Children's Hospital at Westmead Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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12
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Bonthrone AF, Dimitrova R, Chew A, Kelly CJ, Cordero-Grande L, Carney O, Egloff A, Hughes E, Vecchiato K, Simpson J, Hajnal JV, Pushparajah K, Victor S, Nosarti C, Rutherford MA, Edwards AD, O’Muircheartaigh J, Counsell SJ. Individualized brain development and cognitive outcome in infants with congenital heart disease. Brain Commun 2021; 3:fcab046. [PMID: 33860226 PMCID: PMC8032964 DOI: 10.1093/braincomms/fcab046] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 01/29/2021] [Accepted: 02/15/2021] [Indexed: 11/13/2022] Open
Abstract
Infants with congenital heart disease are at risk of neurodevelopmental impairments, the origins of which are currently unclear. This study aimed to characterize the relationship between neonatal brain development, cerebral oxygen delivery and neurodevelopmental outcome in infants with congenital heart disease. A cohort of infants with serious or critical congenital heart disease (N = 66; N = 62 born ≥37 weeks) underwent brain MRI before surgery on a 3T scanner situated on the neonatal unit. T2-weighted images were segmented into brain regions using a neonatal-specific algorithm. We generated normative curves of typical volumetric brain development using a data-driven technique applied to 219 healthy infants from the Developing Human Connectome Project (dHCP). Atypicality indices, representing the degree of positive or negative deviation of a regional volume from the normative mean for a given gestational age, sex and postnatal age, were calculated for each infant with congenital heart disease. Phase contrast angiography was acquired in 53 infants with congenital heart disease and cerebral oxygen delivery was calculated. Cognitive and motor abilities were assessed at 22 months (N = 46) using the Bayley scales of Infant and Toddler Development-Third Edition. We assessed the relationship between atypicality indices, cerebral oxygen delivery and cognitive and motor outcome. Additionally, we examined whether cerebral oxygen delivery was associated with neurodevelopmental outcome through the mediating effect of brain volume. Negative atypicality indices in deep grey matter were associated with both reduced neonatal cerebral oxygen delivery and poorer cognitive abilities at 22 months across the whole sample. In infants with congenital heart disease born ≥37 weeks, negative cortical grey matter and total tissue volume atypicality indices, in addition to deep grey matter structures, were associated with poorer cognition. There was a significant indirect relationship between cerebral oxygen delivery and cognition through the mediating effect of negative deep grey matter atypicality indices across the whole sample. In infants born ≥37 weeks, cortical grey matter and total tissue volume atypicality indices were also mediators of this relationship. In summary, lower cognitive abilities in toddlers with congenital heart disease were associated with smaller grey matter volumes before cardiac surgery. The aetiology of poor cognition may encompass poor cerebral oxygen delivery leading to impaired grey matter growth. Interventions to improve cerebral oxygen delivery may promote early brain growth and improve cognitive outcomes in infants with congenital heart disease.
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Affiliation(s)
- Alexandra F Bonthrone
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Ralica Dimitrova
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
- Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Andrew Chew
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Christopher J Kelly
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Lucilio Cordero-Grande
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
- Biomedical Image Technologies, ETSI Telecomunicación, Universidad Politécnica de Madrid and CIBER-BBN, 28040 Madrid, Spain
| | - Olivia Carney
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Alexia Egloff
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Emer Hughes
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Katy Vecchiato
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
- Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - John Simpson
- Paediatric Cardiology Department, Evelina London Children’s Healthcare, London SE1 7EH, UK
| | - Joseph V Hajnal
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Kuberan Pushparajah
- Paediatric Cardiology Department, Evelina London Children’s Healthcare, London SE1 7EH, UK
| | - Suresh Victor
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Chiara Nosarti
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
- Department of Child and Adolescent Psychiatry, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK
| | - Mary A Rutherford
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - A David Edwards
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Jonathan O’Muircheartaigh
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
- Department for Forensic and Neurodevelopmental Sciences, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London SE5 8AF, UK
| | - Serena J Counsell
- Centre for the Developing Brain, School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
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13
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White BR, Rogers LS, Kirschen MP. Recent advances in our understanding of neurodevelopmental outcomes in congenital heart disease. Curr Opin Pediatr 2019; 31:783-788. [PMID: 31693588 PMCID: PMC6852883 DOI: 10.1097/mop.0000000000000829] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW Patients with congenital heart disease (CHD) suffer from a pattern of neurodevelopmental abnormalities including deficits in language and executive function. In this review, we summarize recent studies that examine these outcomes, their risk factors, possible biomarkers, and attempts to develop therapeutic interventions. RECENT FINDINGS The latest literature has highlighted the role of genetics in determining neurologic prognosis, as we have increased our understanding of potentially modifiable perioperative risk factors. The role of potentially neurotoxic medical therapies has become more salient. One recent focus has been how neurodevelopment affects quality of life and leads to a high prevalence of mental illness. Neuroimaging advances have provided new insights into the pathogenesis of deficits. SUMMARY Although many risk factors in CHD are not modifiable, there is promise for interventions to improve neurodevelopmental outcomes in patients with CHD. Biomarkers are needed to better understand the timing and prognosis of injury and to direct therapy. Research into psychosocial interventions is urgently needed to benefit the many survivors with CHD.
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Affiliation(s)
- Brian R. White
- Division of Pediatric Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania
| | - Lindsay S. Rogers
- Division of Pediatric Cardiology, Department of Pediatrics, The Children’s Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania
| | - Matthew P. Kirschen
- Department of Anesthesiology and Critical Care Medicine, The Children’s Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania
- Department of Neurology, The Children’s Hospital of Philadelphia, Perelman School of Medicine, University of Pennsylvania
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14
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Verrall CE, Blue GM, Loughran-Fowlds A, Kasparian N, Gecz J, Walker K, Dunwoodie SL, Cordina R, Sholler G, Badawi N, Winlaw D. 'Big issues' in neurodevelopment for children and adults with congenital heart disease. Open Heart 2019; 6:e000998. [PMID: 31354955 PMCID: PMC6615801 DOI: 10.1136/openhrt-2018-000998] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 03/18/2019] [Accepted: 04/26/2019] [Indexed: 12/12/2022] Open
Abstract
It is established that neurodevelopmental disability (NDD) is common in neonates undergoing complex surgery for congenital heart disease (CHD); however, the trajectory of disability over the lifetime of individuals with CHD is unknown. Several ‘big issues’ remain undetermined and further research is needed in order to optimise patient care and service delivery, to assess the efficacy of intervention strategies and to promote best outcomes in individuals of all ages with CHD. This review article discusses ‘gaps’ in our knowledge of NDD in CHD and proposes future directions.
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Affiliation(s)
- Charlotte E Verrall
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia
| | - Gillian M Blue
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia
| | - Alison Loughran-Fowlds
- Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia.,Grace Centre for Newborn Care, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Nadine Kasparian
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Paediatrics, School of Women's and Children's Health, UNSW Medicine, University of New South Wales, Sydney, NSW, Australia
| | - Jozef Gecz
- Faculty of Health and Medical Sciences, University of Adelaide School of Medicine, Adelaide, South Australia, Australia
| | - Karen Walker
- Grace Centre for Newborn Care, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - Sally L Dunwoodie
- Developmental and Stem Cell Biology Division, Victor Chang Cardiac Research Institute, Darlinghurst, New South Wales, Australia.,Faculties of Medicine and Science, University of New South Wales, Sydney, NSW, Australia
| | - Rachael Cordina
- Cardiology, Royal Prince Alfred Hospital, Camperdown, New South Wales, Australia.,Discipline of Medicine, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia
| | - Gary Sholler
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia
| | - Nadia Badawi
- Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia.,Grace Centre for Newborn Care, The Children's Hospital at Westmead, Sydney, New South Wales, Australia
| | - David Winlaw
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, New South Wales, Australia.,Discipline of Child and Adolescent Health, Sydney Medical School, Faculty of Health and Medicine, University of Sydney, Sydney, NSW, Australia
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