1
|
Lee VK, Reynolds WT, Hartog RR, Wallace J, Beluk N, Votava-Smith JK, Badaly D, Lo CW, Ceschin R, Panigrahy A. Quantitative Magnetic Resonance Cerebrospinal Fluid Flow Properties and Neurocognitive Outcomes in Congenital Heart Disease. J Pediatr 2025; 280:114494. [PMID: 39909202 DOI: 10.1016/j.jpeds.2025.114494] [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: 07/14/2024] [Revised: 01/23/2025] [Accepted: 01/28/2025] [Indexed: 02/07/2025]
Abstract
OBJECTIVES To determine whether there are differences in pulsatile cerebrospinal fluid (CSF) flow between children and adolescents with congenital heart disease (CHD) and healthy, age-matched peers, and to determine if abnormal CSF flow is associated with abnormal CSF volumes and whether it predicts executive function outcomes. STUDY DESIGN CSF flow was measured across the lumen of the aqueduct of Sylvius using cardiac-gated phase-contrast MRI at 3.0 T on 60 children and adolescents (CHD = 22, healthy controls = 38). CSF flow modeled as standard pulsatility characteristics (anterograde and retrograde peak velocities, mean velocity, and velocity variance measurements) and dynamic pulsatility characteristics (each participant's CSF flow deviation from study cohort's consensus flow quantified using the root mean squared deviation) were measured. Participants underwent neurocognitive assessments for executive function, focused on inhibition, cognitive flexibility, and working memory domains. RESULTS Compared with controls, the CHD group demonstrated greater dynamic pulsatility over the entire cardiac cycle (higher overall flow root mean squared deviation: P = .0353 for the study cohort fitted; P = .0292 for the control only fitted), but no difference in standard pulsatility measures. However, a lower mean velocity (P = .0323) and lower dynamic CSF flow pulsatility (root mean squared deviation P = .0181 for the study cohort fitted; P = .0149 for the control only fitted) predicted poor inhibitory executive functional outcomes. DISCUSSION Although the whole CHD group exhibited higher dynamic CSF flow pulsatility compared with controls, the subset of patients with CHD with relatively reduced static and dynamic CSF flow pulsatility had the worst inhibitory domain executive functioning. These findings suggest that altered CSF flow pulsatility may be related to not only brain compensatory mechanisms, but also to cognitive impairment in CHD.
Collapse
Affiliation(s)
- Vincent Kyu Lee
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA; Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA.
| | - William T Reynolds
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA; Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Rebecca R Hartog
- Division of Cardiology, Department of Pediatrics, Washington University, St. Louis, MO
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Nancy Beluk
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Jodie K Votava-Smith
- Division of Cardiology, Department of Pediatrics, Children's Hospital Los Angeles, Los Angeles, CA; Keck School of Medicine, University of Southern California, Los Angeles, CA
| | - Daryaneh Badaly
- Learning and Development Center, Child Mind Institute, New York, NY
| | - Cecilia W Lo
- Developmental Biology, University of Pittsburgh, Pittsburgh, PA
| | - Rafael Ceschin
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA; Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA; Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA
| | - Ashok Panigrahy
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA
| |
Collapse
|
2
|
Palmis S, Easson K, Devenyi G, Gilbert G, Saint-Martin C, Chakravarty MM, Brossard-Racine M. Similarities and differences in cerebellar alterations between youth born preterm and youth born with congenital heart disease. Sci Rep 2025; 15:10420. [PMID: 40140462 PMCID: PMC11947447 DOI: 10.1038/s41598-025-94584-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 03/12/2025] [Indexed: 03/28/2025] Open
Abstract
Individuals born preterm (PT) or with complex congenital heart disease (CHD) present with comparable prevalence of developmental challenges and patterns of neonatal brain injury. Converging evidence also supports that cerebellar development is altered in PT and in CHD survivors. However, no study compared cerebellar integrity between these two groups. This study aims to assess total and regional cerebellar development between youth born PT or with CHD as compared to controls. Participants aged 16-27 years born before 33 weeks of gestational age or who underwent open-heart surgery for CHD during infancy and a group of healthy term-born controls, underwent a brain MRI. Cerebellums were segmented at the lobular level. Youth born PT or with CHD exhibited a comparable pattern of volume reduction affecting total, regional and lobular cerebellar volumes. After adjusting for total brain volume, no significant differences remained between CHD and controls. Only regions and lobules in the anterior cerebellum remained significantly smaller than controls in the youth born PT. Atypical cerebellar development is present in youth born PT and in youth with CHD. However, our results suggested that premature exposure to the extra-uterine environment alters cerebellar development selectively while the cumulative effect of CHD globally hinders brain development.
Collapse
Affiliation(s)
- Sarah Palmis
- Advances in Brain and Child Development Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada
| | - Kaitlyn Easson
- Advances in Brain and Child Development Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Gabriel Devenyi
- Computational Brain Anatomy Laboratory, Cerebral Imaging Centre - Douglas Mental Health University Institute, Verdun, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | | | - Christine Saint-Martin
- Department of Medical Imaging, Division of Pediatric Radiology, Montreal Children's Hospital, Montreal, QC, Canada
| | - Mallar M Chakravarty
- Computational Brain Anatomy Laboratory, Cerebral Imaging Centre - Douglas Mental Health University Institute, Verdun, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
- Department of Biological and Biomedical Engineering, McGill University, Montreal, QC, Canada
| | - Marie Brossard-Racine
- Advances in Brain and Child Development Laboratory, Research Institute of the McGill University Health Centre, Montreal, QC, Canada.
- Department of Neurology and Neurosurgery, Faculty of Medicine, McGill University, Montreal, QC, Canada.
- Department of Pediatrics, Division of Neonatology, Montreal Children's Hospital, Montreal, QC, Canada.
| |
Collapse
|
3
|
Soda T, Pasqua T, De Sarro G, Moccia F. Cognitive Impairment and Synaptic Dysfunction in Cardiovascular Disorders: The New Frontiers of the Heart-Brain Axis. Biomedicines 2024; 12:2387. [PMID: 39457698 PMCID: PMC11504205 DOI: 10.3390/biomedicines12102387] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2024] [Revised: 10/13/2024] [Accepted: 10/16/2024] [Indexed: 10/28/2024] Open
Abstract
Within the central nervous system, synaptic plasticity, fundamental to processes like learning and memory, is largely driven by activity-dependent changes in synaptic strength. This plasticity often manifests as long-term potentiation (LTP) and long-term depression (LTD), which are bidirectional modulations of synaptic efficacy. Strong epidemiological and experimental evidence show that the heart-brain axis could be severely compromised by both neurological and cardiovascular disorders. Particularly, cardiovascular disorders, such as heart failure, hypertension, obesity, diabetes and insulin resistance, and arrhythmias, may lead to cognitive impairment, a condition known as cardiogenic dementia. Herein, we review the available knowledge on the synaptic and molecular mechanisms by which cardiogenic dementia may arise and describe how LTP and/or LTD induction and maintenance may be compromised in the CA1 region of the hippocampus by heart failure, metabolic syndrome, and arrhythmias. We also discuss the emerging evidence that endothelial dysfunction may contribute to directly altering hippocampal LTP by impairing the synaptically induced activation of the endothelial nitric oxide synthase. A better understanding of how CV disorders impact on the proper function of central synapses will shed novel light on the molecular underpinnings of cardiogenic dementia, thereby providing a new perspective for more specific pharmacological treatments.
Collapse
Affiliation(s)
- Teresa Soda
- Department of Health Sciences, University of Magna Graecia, 88100 Catanzaro, Italy; (T.P.); (G.D.S.)
| | - Teresa Pasqua
- Department of Health Sciences, University of Magna Graecia, 88100 Catanzaro, Italy; (T.P.); (G.D.S.)
| | - Giovambattista De Sarro
- Department of Health Sciences, University of Magna Graecia, 88100 Catanzaro, Italy; (T.P.); (G.D.S.)
| | - Francesco Moccia
- Department of Medicine and Health Sciences “V. Tiberio“, University of Molise, 86100 Campobasso, Italy;
| |
Collapse
|
4
|
Reynolds WT, Votava-Smith JK, Gabriel G, Lee VK, Rajagopalan V, Wu Y, Liu X, Yagi H, Slabicki R, Gibbs B, Tran NN, Weisert M, Cabral L, Subramanian S, Wallace J, del Castillo S, Baust T, Weinberg JG, Lorenzi Quigley L, Gaesser J, O’Neil SH, Schmithorst V, Panigrahy A, Ceschin R, Lo CW. Validation of a Paralimbic-Related Subcortical Brain Dysmaturation MRI Score in Infants with Congenital Heart Disease. J Clin Med 2024; 13:5772. [PMID: 39407833 PMCID: PMC11476423 DOI: 10.3390/jcm13195772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 08/23/2024] [Accepted: 09/13/2024] [Indexed: 10/20/2024] Open
Abstract
Background: Brain magnetic resonance imaging (MRI) of infants with congenital heart disease (CHD) shows brain immaturity assessed via a cortical-based semi-quantitative score. Our primary aim was to develop an infant paralimbic-related subcortical-based semi-quantitative dysmaturation score, termed brain dysplasia score (BDS), to detect abnormalities in CHD infants compared to healthy controls and secondarily to predict clinical outcomes. We also validated our BDS in a preclinical mouse model of hypoplastic left heart syndrome. Methods: A paralimbic-related subcortical BDS, derived from structural MRIs of infants with CHD, was compared to healthy controls and correlated with clinical risk factors, regional cerebral volumes, feeding, and 18-month neurodevelopmental outcomes. The BDS was validated in a known CHD mouse model named Ohia with two disease-causing genes, Sap130 and Pchda9. To relate clinical findings, RNA-Seq was completed on Ohia animals. Findings: BDS showed high incidence of paralimbic-related subcortical abnormalities (including olfactory, cerebellar, and hippocampal abnormalities) in CHD infants (n = 215) compared to healthy controls (n = 92). BDS correlated with reduced cortical maturation, developmental delay, poor language and feeding outcomes, and increased length of stay. Ohia animals (n = 63) showed similar BDS findings, and RNA-Seq analysis showed altered neurodevelopmental and feeding pathways. Sap130 mutants correlated with a more severe BDS, whereas Pcdha9 correlated with a milder phenotype. Conclusions: Our BDS is sensitive to dysmaturational differences between CHD and healthy controls and predictive of poor outcomes. A similar spectrum of paralimbic and subcortical abnormalities exists between human and Ohia mutants, suggesting a common genetic mechanistic etiology.
Collapse
Affiliation(s)
- William T. Reynolds
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA 15206, USA
| | - Jodie K. Votava-Smith
- Division of Cardiology, Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - George Gabriel
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Vincent K. Lee
- Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15261, USA
| | - Vidya Rajagopalan
- Division of Cardiology, Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Yijen Wu
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Xiaoqin Liu
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Hisato Yagi
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Ruby Slabicki
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Brian Gibbs
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| | - Nhu N. Tran
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Division of Neonatology, Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Molly Weisert
- Division of Cardiology, Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Laura Cabral
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Subramanian Subramanian
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Department of Pediatric Radiology, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Sylvia del Castillo
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Department of Anesthesiology Critical Care Medicine, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Tracy Baust
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, PA 51213, USA
| | - Jacqueline G. Weinberg
- Division of Cardiology, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Lauren Lorenzi Quigley
- Cardiac Neurodevelopmental Care Program, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Jenna Gaesser
- Division of Neurology and Child Development, Department of Pediatrics, UPMC Children’s Hospital of Pittsburgh, Pittsburgh, PA 15224, USA
| | - Sharon H. O’Neil
- Division of Neurology, Department of Pediatrics, Children’s Hospital Los Angeles, Los Angeles, CA 90027, USA
| | - Vanessa Schmithorst
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Ashok Panigrahy
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Rafael Ceschin
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA 15206, USA
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Cecilia W. Lo
- Department of Developmental Biology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15224, USA
| |
Collapse
|
5
|
Racki A, Shah A, Slabicki R, Wallace J, Lee VK, Ceschin R. Olfactory Bulb Volume and Asymmetry as Predictors of Executive Dysfunction in Adolescents with Congenital Heart Disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.09.24.24314159. [PMID: 39399014 PMCID: PMC11469464 DOI: 10.1101/2024.09.24.24314159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/15/2024]
Abstract
Background and Purpose Common sequelae for patients with congenital heart disease (CHD) are neurodevelopmental disabilities including executive function, attention, and socio-emotional deficits. Although these are common diagnoses for patients with CHD, limited research has investigated the mechanistic underpinnings of these findings. Our previous research examined the association between abnormal respiratory ciliary motion and brain abnormalities in infants with CHD. Results suggested that abnormal ciliary motion correlated to a spectrum of subtle dysplasia, notably within the olfactory bulb (OB)1. Our current study investigates whether OB anomalies predict neurodevelopmental outcomes for pediatric patients with CHD. We hypothesize that adolescents with CHD who exhibit aberrant morphological measurements in the OB are more likely to suffer from executive functional deficits. Materials and Methods A prospective, observational study of 54 CHD and 75 healthy subjects, ages 6-25 years old, was completed under the supervision of a senior pediatric neuroradiologist. T2 3D Space and T2 Blade 2MM MRI images were manually segmented to extract volumetric bilateral regions of the OB and cerebrospinal fluid (CSF) using ITK-SNAP. Imaging metrics were correlated to OB asymmetry, CSF to OB ratio, total CSF volume, total OB volume, and independent left and right CSF and OB volumes. Linear regression was used to evaluate MRI morphologic measurements with co-variates: CHD status, sex, MRI age, and segmenter. Executive function was determined by the Behavioral Rating Inventory of Executive Function (BRIEF) Parent Report and Delis-Kaplan Executive Function System (D-KEFS) for subjects ages 6-16. Cognition and olfactory function were measured with the NIH Toolbox Cognitive Battery and Odor Identification Test, respectively. Results No statistically significant results were reported between cohorts for asymmetry of OB, CSF to OB ratio, total CSF volume, total OB volume, nor between independent left and right CSF and OB volumes. Increased OB volume was associated with worse outcomes on the BRIEF Parent Report (p≤0.03). Asymmetry of OB predicted poorer executive functioning as reported by parents on the BRIEF (p≤0.05). Overall, the CHD cohort demonstrated worse scores on the BRIEF Parent Report compared to controls. Across groups, no significant association was reported for olfaction function measured by the NIH Toolbox Odor Identification Test on a limited subset of participants. Conclusion As survival rates for CHD improve, there is an increased risk of long-term neurodevelopmental impairments. Our findings identify adolescents who are at risk for executive dysfunction, particularly those showing increased OB volume and/or asymmetry of the OB. This is particularly concerning for the CHD population with atypical OB morphology, who also exhibit significantly poorer outcomes on the BRIEF Parent Report and face a higher overall risk. Increased OB volume and OB asymmetry are olfactory-based biomarkers that may help identify at-risk CHD patients earlier, enabling more timely intervention and support.
Collapse
Affiliation(s)
- Adriana Racki
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Anushka Shah
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Ruby Slabicki
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Vince K Lee
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Bioengineering, University of Pittsburgh School of Medicine
| | - Rafael Ceschin
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine
| |
Collapse
|
6
|
Bègue I, Elandaloussi Y, Delavari F, Cao H, Moussa-Tooks A, Roser M, Coupé P, Leboyer M, Kaiser S, Houenou J, Brady R, Laidi C. The Cerebellum and Cognitive Function: Anatomical Evidence from a Transdiagnostic Sample. CEREBELLUM (LONDON, ENGLAND) 2024; 23:1399-1410. [PMID: 38151675 PMCID: PMC11269336 DOI: 10.1007/s12311-023-01645-y] [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] [Accepted: 11/30/2023] [Indexed: 12/29/2023]
Abstract
Multiple lines of evidence across human functional, lesion, and animal data point to a cerebellar role, in particular of crus I, crus II, and lobule VIIB, in cognitive function. However, a mapping of distinct facets of cognitive function to cerebellar structure is missing. We analyzed structural neuroimaging data from the Healthy Brain Network (HBN). Cerebellar parcellation was performed with a validated automated segmentation pipeline (CERES) and stringent visual quality check (n = 662 subjects retained from initial n = 1452). Canonical correlation analyses (CCA) examined regional gray matter volumetric (GMV) differences in association to cognitive function (quantified with NIH Toolbox Cognition domain, NIH-TB), accounting for psychopathology severity, age, sex, scan location, and intracranial volume. Multivariate CCA uncovered a significant correlation between two components entailing a latent cognitive canonical (NIH-TB subscales) and a brain canonical variate (cerebellar GMV and intracranial volume, ICV), surviving bootstrapping and permutation procedures. The components correspond to partly shared cerebellar-cognitive function relationship with a first map encompassing cognitive flexibility (r = 0.89), speed of processing (r = 0.65), and working memory (r = 0.52) associated with regional GMV in crus II (r = 0.57) and lobule X (r = 0.59) and a second map including the crus I (r = 0.49) and lobule VI (r = 0.49) associated with working memory (r = 0.51). We show evidence for a structural subspecialization of the cerebellum topography for cognitive function in a transdiagnostic sample.
Collapse
Affiliation(s)
- Indrit Bègue
- Department of Psychiatry, Beth Israel Deaconess Medical School & Harvard Medical School, Boston, MA, USA.
- Department of Psychiatry, McLean Hospital & Harvard Medical School, Boston, MA, USA.
- Department of Psychiatry, University Hospitals of Geneva & University of Geneva, Geneva, Switzerland.
| | - Yannis Elandaloussi
- INSERM U955, Institut Mondor de La Recherche Biomédicale (IRMB), Univ. Paris Est Créteil, Equipe 15 Neuropsychiatrie Translationnelle, Créteil, France
- La Fondation Fondamental, Créteil, France
- NeuroSpin, Neuroimaging Platform, CEA, UNIACT Lab, PsyBrain Team, Saclay, France
| | - Farnaz Delavari
- Developmental Imaging and Psychopathology Laboratory, University of Geneva School of Medicine, Geneva, Switzerland
- Neuro-X Institute, École Polytechnique Fédérale de Lausanne, Geneva, Switzerland
| | - Hengyi Cao
- Institute of Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
- Division of Psychiatry Research, Zucker Hillside Hospital, Queens, NY, USA
| | - Alexandra Moussa-Tooks
- Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Mathilde Roser
- INSERM U955, Institut Mondor de La Recherche Biomédicale (IRMB), Univ. Paris Est Créteil, Equipe 15 Neuropsychiatrie Translationnelle, Créteil, France
- La Fondation Fondamental, Créteil, France
- NeuroSpin, Neuroimaging Platform, CEA, UNIACT Lab, PsyBrain Team, Saclay, France
| | - Pierrick Coupé
- LABRI UMR 5800, CNRS, Univ. Bordeaux, Bordeaux INPTalence, France
| | - Marion Leboyer
- INSERM U955, Institut Mondor de La Recherche Biomédicale (IRMB), Univ. Paris Est Créteil, Equipe 15 Neuropsychiatrie Translationnelle, Créteil, France
- La Fondation Fondamental, Créteil, France
| | - Stefan Kaiser
- Department of Psychiatry, University Hospitals of Geneva & University of Geneva, Geneva, Switzerland
| | - Josselin Houenou
- INSERM U955, Institut Mondor de La Recherche Biomédicale (IRMB), Univ. Paris Est Créteil, Equipe 15 Neuropsychiatrie Translationnelle, Créteil, France
- La Fondation Fondamental, Créteil, France
- NeuroSpin, Neuroimaging Platform, CEA, UNIACT Lab, PsyBrain Team, Saclay, France
| | - Roscoe Brady
- Department of Psychiatry, Beth Israel Deaconess Medical School & Harvard Medical School, Boston, MA, USA
| | - Charles Laidi
- INSERM U955, Institut Mondor de La Recherche Biomédicale (IRMB), Univ. Paris Est Créteil, Equipe 15 Neuropsychiatrie Translationnelle, Créteil, France.
- La Fondation Fondamental, Créteil, France.
- NeuroSpin, Neuroimaging Platform, CEA, UNIACT Lab, PsyBrain Team, Saclay, France.
| |
Collapse
|
7
|
Liu Q, Zhang Y. A Comparative Study on Cognitive Assessment in Cerebellar and Supratentorial Stroke. Brain Sci 2024; 14:676. [PMID: 39061417 PMCID: PMC11274804 DOI: 10.3390/brainsci14070676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2024] [Revised: 06/10/2024] [Accepted: 06/18/2024] [Indexed: 07/28/2024] Open
Abstract
This study aims to understand the cognitive profiles of cerebellar infarction patients and compare them to those with supratentorial infarctions, particularly frontal infarctions. This current study also aims to find reliable assessment tools for detecting cognitive impairment in cerebellar infarction patients. A total of fifty cerebellar infarction patients, sixty supratentorial infarction patients, and thirty-nine healthy controls were recruited. The Mini-Mental State Examination (MMSE), Montreal Cognitive Assessment (MoCA), Addenbrooke's Cognitive Examination III (ACE-III), and Cerebellar Cognitive Affective Syndrome scale (CCAS-s) were used to assess global cognitive function. An extensive neuropsychological assessment battery was also tested to evaluate the characteristics of each cognitive domain. To assess the features of cognitive function, a comprehensive neuropsychological evaluation tool was also utilized. The cerebral infarction patients demonstrated cognitive impairment comparable to those with frontal infarcts, notably characterized by disturbance in attention and executive function. However, the degree of cognitive impairment was comparatively milder in cerebellar infarction patients. Furthermore, the patients in the cerebellar group had worse scores in the ACE-III and CCAS-s compared to healthy controls. The two assessments also demonstrated a significant area under the curve values, indicating their effectiveness in distinguishing cognitive impairment in cerebellar infarctions. In conclusion, cognitive impairment in a cerebellar infarction resembles frontal lobe dysfunction but is generally mild. It can be accurately assessed using the ACE-III and CCAS-s scales.
Collapse
Affiliation(s)
- Qi Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Yumei Zhang
- Department of Rehabilitation, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| |
Collapse
|
8
|
Lee VK, Reynolds WT, Wallace J, Beluk N, Badaly D, Lo CW, Ceschin R, Panigrahy A. Quantitative Magnetic Resonance Cerebral Spinal Fluid Flow Properties and Executive Function Cognitive Outcomes in Congenital Heart Disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.19.24306104. [PMID: 38699300 PMCID: PMC11065010 DOI: 10.1101/2024.04.19.24306104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Cerebrospinal fluid (CSF) circulation has recently been shown to be important in nutrient distribution, waste removal, and neurogenesis. Increased CSF volumes are frequently observed in congenital heart disease (CHD) and are associated with neurodevelopmental deficits. This suggests prolonged perturbation to the CSF system and possible interference to its homeostatic function, which may contribute to the neurodevelopmental deficits in CHD. CSF flow has yet to be studied in CHD patients, but the pulsatile flow of CSF throughout the brain is driven mainly by cardiopulmonary circulation. Given the underlying heart defects in CHD, the cardiopulmonary circulatory mechanisms in CHD might be impaired with resultant perturbation on the CSF circulation. In this study, we determine whether CSF flow, using MRI measurements of static and dynamic pulsatile flow, is abnormal in youths with CHD compared to healthy controls in relation to executive cognitive function. CSF flow measurements were obtained on a total of 58 child and young adult participants (CHD=20, healthy controls = 38). The CSF flow was measured across the lumen of the Aqueduct of Sylvius using cardiac-gated phase-contrast MRI at 3.0T. Static pulsatility was characterized as anterograde and retrograde peak velocities, mean velocity, velocity variance measurements, and dynamic pulsatility calculated as each participant's CSF flow deviation from the study cohort's consensus flow measured with root mean squared deviation (RMSD) were obtained. The participants had neurocognitive assessments for executive function with focus on inhibition, cognitive flexibility, and working memory domains. The CHD group demonstrated greater dynamic pulsatility (higher overall flow RMSD over the entire CSF flow cycle) compared to controls (p=0.0353), with no difference detected in static pulsatility measures. However, lower static CSF flow pulsatility (anterograde peak velocity: p=0.0323) and lower dynamic CSF flow pulsatility (RMSD: p=0.0181) predicted poor inhibitory executive function outcome. Taken together, while the whole CHD group exhibited higher dynamic CSF flow pulsatility compared to controls, the subset of CHD subjects with relatively reduced static and dynamic CSF flow pulsatility had the worst executive functioning, specifically the inhibition domain. These findings suggest that altered CSF flow pulsatility may be central to not only brain compensatory mechanisms but can also drive cognitive impairment in CHD. Further studies are needed to investigate possible mechanistic etiologies of aberrant CSF pulsatility (i.e. primary cardiac hemodynamic disturbances, intrinsic brain vascular stiffness, altered visco-elastic properties of tissue, or glial-lymphatic disturbances), which can result in acquired small vessel brain injury (including microbleeds and white matter hyperintensities).
Collapse
Affiliation(s)
- Vincent Kyu Lee
- Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - William T Reynolds
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Nancy Beluk
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | | | - Cecilia W Lo
- Developmental Biology, University of Pittsburgh, Pittsburgh, PA, United States
| | - Rafael Ceschin
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| | - Ashok Panigrahy
- Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
- Department of Radiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, Pittsburgh, PA, United States
| |
Collapse
|
9
|
Roy J, Reynolds W, Panigrahy A, Ceschin R. Functional network organization is locally atypical in children and adolescents with congenital heart disease. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.19.24306106. [PMID: 38699341 PMCID: PMC11065028 DOI: 10.1101/2024.04.19.24306106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
Children and adolescents with congenital heart disease (CHD) frequently experience neurodevelopmental impairments that can impact academic performance, memory, attention, and behavioral function, ultimately affecting overall quality of life. This study aims to investigate the impact of CHD on functional brain network connectivity and cognitive function. Using resting-state fMRI data, we examined several network metrics across various brain regions utilizing weighted networks and binarized networks with both absolute and proportional thresholds. Regression models were fitted to patient neurocognitive exam scores using various metrics obtained from all three methods. Our results unveil significant differences in network connectivity patterns, particularly in temporal, occipital, and subcortical regions, across both weighted and binarized networks. Furthermore, we identified distinct correlations between network metrics and cognitive performance, suggesting potential compensatory mechanisms within specific brain regions.
Collapse
Affiliation(s)
- Joy Roy
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, United States
| | - William Reynolds
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, United States
- Department of Pediatric Radiology, UPMC Children’s Hospital of Pittsburgh, United States
| | - Ashok Panigrahy
- Department of Pediatric Radiology, UPMC Children’s Hospital of Pittsburgh, United States
| | - Rafael Ceschin
- Department of Biomedical Informatics, University of Pittsburgh School of Medicine, United States
- Department of Pediatric Radiology, UPMC Children’s Hospital of Pittsburgh, United States
| |
Collapse
|
10
|
Verrall CE, Tran DL, Kasparian NA, Williams T, Oxenham V, Ayer J, Celermajer DS, Cordina RL. Cognitive Functioning and Psychosocial Outcomes in Adults with Complex Congenital Heart Disease: A Cross-sectional Pilot Study. Pediatr Cardiol 2024; 45:529-543. [PMID: 38261061 PMCID: PMC10891231 DOI: 10.1007/s00246-023-03376-7] [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: 10/26/2023] [Accepted: 12/05/2023] [Indexed: 01/24/2024]
Abstract
Adults with complex congenital heart disease (CHD) are at risk for cognitive dysfunction. However, associations between cognitive dysfunction and psychosocial outcomes are poorly defined. Between June and November 2022, we prospectively recruited 39 adults with complex CHD who completed a computerized cognitive assessment (Cogstate) and validated psychosocial scales measuring psychological distress, health-related quality of life (HRQOL), and resilience. Participants had a mean age of 36.4 ± 11.2 years. Over half (62%) were women, most (79%) had complex biventricular CHD, and 21% had Fontan physiology. Prevalence of cognitive dysfunction was greatest in the domains of attention (29%), working memory (25%), and psychomotor speed (21%). Adjusting for age and sex, Pearson partial correlations between Cogstate z-scores and self-reported cognitive problems were small. Participants who lived in the most disadvantaged areas and those with a below-average annual household income had lower global cognitive z-scores (p = 0.02 and p = 0.03, respectively). Two-thirds (64%) reported elevated symptoms of depression, anxiety, and/or stress. Small correlations were observed between psychological distress and cognitive performance. Greater resilience was associated with lower psychological distress (r ≥ -0.5, p < 0.001) and higher HRQOL (r = 0.33, p = 0.02). Our findings demonstrate that adults with complex CHD have a high risk of cognitive dysfunction, though may not recognize or report their cognitive challenges. Lower socioeconomic status may be an indicator for those at risk of poorer cognitive functioning. Psychological distress is common though may not be a strong correlate of performance-based cognitive functioning. Formal cognitive evaluation in this patient population is essential. Optimizing resilience may be a protective strategy to minimize psychological distress and bolster HRQOL.
Collapse
Affiliation(s)
- Charlotte E Verrall
- The University of Sydney School of Medicine, Sydney, NSW, Australia.
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, NSW, Australia.
- Clinical Research Group, Heart Research Institute, Sydney, NSW, Australia.
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia.
| | - Derek L Tran
- The University of Sydney School of Medicine, Sydney, NSW, Australia
- Clinical Research Group, Heart Research Institute, Sydney, NSW, Australia
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
- School of Sport, Exercise and Rehabilitation, University of Technology Sydney, Sydney, NSW, Australia
| | - Nadine A Kasparian
- Heart and Mind Wellbeing Center, Heart Institute and Division of Behavioral Medicine and Clinical Psychology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Tracey Williams
- Kids Rehab, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - Vincent Oxenham
- School of Psychological Sciences, Macquarie University, Sydney, NSW, Australia
- Department of Neurology, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Julian Ayer
- The University of Sydney School of Medicine, Sydney, NSW, Australia
- Heart Centre for Children, The Children's Hospital at Westmead, Sydney, NSW, Australia
| | - David S Celermajer
- The University of Sydney School of Medicine, Sydney, NSW, Australia
- Clinical Research Group, Heart Research Institute, Sydney, NSW, Australia
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Rachael L Cordina
- The University of Sydney School of Medicine, Sydney, NSW, Australia
- Clinical Research Group, Heart Research Institute, Sydney, NSW, Australia
- Department of Cardiology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
| |
Collapse
|
11
|
Abboud F, Easson K, Majnemer A, Rohlicek CV, Brossard-Racine M. Psychological Well-Being, Everyday Functioning, and Autonomy In Emerging Adults with a Congenital Heart Defect. J Pediatr 2023; 262:113621. [PMID: 37473990 DOI: 10.1016/j.jpeds.2023.113621] [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: 04/20/2023] [Revised: 07/10/2023] [Accepted: 07/12/2023] [Indexed: 07/22/2023]
Abstract
OBJECTIVE To characterize the psychological well-being, everyday functioning, and autonomy of emerging adults with congenital heart disease (CHD) and explore how they relate to the executive function (EF) deficits commonly observed in this population. STUDY DESIGN Questionnaires assessing psychological well-being (encompassing psychosocial functioning and resilience), EF, and age-appropriate indicators of everyday function and autonomy (eg, housing, education, employment, relationship status) were completed by participants with CHD (16-26 years) who underwent open-heart surgery during infancy and age- and sex-matched controls. RESULTS A total of 58 emerging adults with CHD and 57 controls participated in this study. Mean scores on the resilience and psychosocial functioning questionnaires were not significantly different between CHD and control participants. Emerging adults with CHD also did not differ from controls in terms of holding a driver's license, involvement in a romantic relationship, or current employment status. Multiple linear regression identified that better EF was associated with better psychological well-being. CONCLUSIONS This study supports the need for systematic screening for EF deficits during adolescence and early adulthood to promote optimal well-being in this population. Further research is required to continue to document the everyday experiences of adolescents and young adults with CHD to identify protective factors associated with a successful and satisfying transition to adult life.
Collapse
Affiliation(s)
- Fatme Abboud
- Advances in Brain and Child Health Development Research Laboratory, Research Institute of the McGill University Health Center, Montreal, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Kaitlyn Easson
- Advances in Brain and Child Health Development Research Laboratory, Research Institute of the McGill University Health Center, Montreal, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, Canada
| | - Annette Majnemer
- Department of Neurology and Neurosurgery, McGill University, Montreal, Canada; School of Physical and Occupational Therapy, McGill University, Montreal, Canada; Division of Neurology, Department of Pediatrics, McGill University Health Center, Montreal, Canada
| | - Charles V Rohlicek
- Division of Cardiology, Department of Pediatrics, McGill University Health Center, Montreal, Canada
| | - Marie Brossard-Racine
- Advances in Brain and Child Health Development Research Laboratory, Research Institute of the McGill University Health Center, Montreal, Canada; Department of Neurology and Neurosurgery, McGill University, Montreal, Canada; School of Physical and Occupational Therapy, McGill University, Montreal, Canada; Division of Cardiology, Department of Pediatrics, McGill University Health Center, Montreal, Canada; Division of Neonatology, Department of Pediatrics, McGill University Health Center, Montreal, Canada.
| |
Collapse
|
12
|
Naef N, Hottinger SJ, Schlosser L, Greutmann M, Latal B, O'Gorman RT. Association of cerebellar volume with cognitive and motor function in adults with congenital heart disease. Neurol Sci 2023; 44:3979-3987. [PMID: 37351678 PMCID: PMC10570150 DOI: 10.1007/s10072-023-06861-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 05/15/2023] [Indexed: 06/24/2023]
Abstract
INTRODUCTION Patients with congenital heart disease (CHD) are at risk for cognitive and motor function impairments, brain injury, and smaller total brain volumes. The specific vulnerability of the cerebellum and its role in cognitive and motor functions in adults with congenital heart disease is not well defined. METHODS Forty-three patients with CHD and 53 controls between 18 and 32 years underwent brain magnetic resonance imaging and cognitive, executive (EF), and motor function assessment. Cerebellar volumes were obtained using EasyMeasure and SUIT Toolbox. Associations between cerebellar volumes and cognitive and motor function were calculated using linear models. RESULTS General cognitive and pure motor functions were lower in patients compared to controls (P < 0.05). Executive functions were within the normal range. While total cerebellar volumes and the anterior lobes were similar in patients and controls (P > 0.1), the posterior cerebellar lobe was smaller in patients with more complex CHD (P = 0.006). Smaller posterior cerebellar gray matter was not associated with cognitive functions. Smaller anterior cerebellar gray matter was not significantly related to motor functions (P > 0.1). CONCLUSION In adults with CHD, cerebellar volume was largely unimpaired. Patients with more complex CHD may be vulnerable to changes in the posterior cerebellar gray matter. We found no significant contribution of cerebellar gray matter to cognitive and motor impairments. More advanced imaging techniques are necessary to clarify the contribution of the cerebellum to cognitive and motor functions.
Collapse
Affiliation(s)
- Nadja Naef
- Child Development Center, University Children's Hospital Zurich, Zurich, CH, Switzerland.
| | - Selma J Hottinger
- Child Development Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
| | - Ladina Schlosser
- Child Development Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
- Department of Neurology, University Hospital Zurich, Zurich, Switzerland
| | - Matthias Greutmann
- Department of Cardiology, University Heart Center, University Hospital Zurich, Zurich, Switzerland
| | - Beatrice Latal
- Child Development Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
- Children's Research Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
| | - Ruth Tuura O'Gorman
- Children's Research Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
- MR Research Center, University Children's Hospital Zurich, Zurich, CH, Switzerland
| |
Collapse
|
13
|
Lee VK, Wallace J, Meyers B, Racki A, Shah A, Beluk NH, Cabral L, Beers S, Badaly D, Lo C, Panigrahy A, Ceschin R. Cerebral Spinal Fluid Volumetrics and Paralimbic Predictors of Executive Dysfunction in Congenital Heart Disease: A Machine Learning Approach Informing Mechanistic Insights. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.16.23297055. [PMID: 37905005 PMCID: PMC10615017 DOI: 10.1101/2023.10.16.23297055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/02/2023]
Abstract
The relationship between increased cerebral spinal fluid (CSF) ventricular compartments, structural and microstructural dysmaturation, and executive function in patients with congenital heart disease (CHD) is unknown. Here, we leverage a novel machine-learning data-driven technique to delineate interrelationships between CSF ventricular volume, structural and microstructural alterations, clinical risk factors, and sub-domains of executive dysfunction in adolescent CHD patients. We trained random forest regression models to predict measures of executive function (EF) from the NIH Toolbox, the Delis-Kaplan Executive Function System (D-KEFS), and the Behavior Rating Inventory of Executive Function (BRIEF) and across three subdomains of EF - mental flexibility, working memory, and inhibition. We estimated the best parameters for the random forest algorithm via a randomized grid search of parameters using 10-fold cross-validation on the training set only. The best parameters were then used to fit the model on the full training set and validated on the test set. Algorithm performance was measured using root-mean squared-error (RMSE). As predictors, we included patient clinical variables, perioperative clinical measures, microstructural white matter (diffusion tensor imaging- DTI), and structural volumes (volumetric magnetic resonance imaging- MRI). Structural white matter was measured using along-tract diffusivity measures of 13 inter-hemispheric and cortico-association fibers. Structural volumes were measured using FreeSurfer and manual segmentation of key structures. Variable importance was measured by the average Gini-impurity of each feature across all decision trees in which that feature is present in the model, and functional ontology mapping (FOM) was used to measure the degree of overlap in feature importance for each EF subdomain and across subdomains. We found that CSF structural properties (including increased lateral ventricular volume and reduced choroid plexus volumes) in conjunction with proximate cortical projection and paralimbic-related association white matter tracts that straddle the lateral ventricles and distal paralimbic-related subcortical structures (basal ganglia, hippocampus, cerebellum) are predictive of two-specific subdomains of executive dysfunction in CHD patients: cognitive flexibility and inhibition. These findings in conjunction with combined RF models that incorporated clinical risk factors, highlighted important clinical risk factors, including the presence of microbleeds, altered vessel volume, and delayed PDA closure, suggesting that CSF-interstitial fluid clearance, vascular pulsatility, and glymphatic microfluid dynamics may be pathways that are impaired in CHD, providing mechanistic information about the relationship between CSF and executive dysfunction.
Collapse
Affiliation(s)
- Vince K. Lee
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Bioengineering, University of Pittsburgh School of Medicine
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Benjamin Meyers
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Adriana Racki
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Anushka Shah
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Nancy H. Beluk
- Department of Radiology, University of Pittsburgh School of Medicine
| | - Laura Cabral
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Biomedical Informatics, University of Pittsburgh
| | - Sue Beers
- Department of Psychiatry, University of Pittsburgh Medical Center
- Department of Psychiatry, University of Pittsburgh School of Medicine
| | | | - Cecilia Lo
- Department of Developmental Biology, University of Pittsburgh School of Medicine
| | - Ashok Panigrahy
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Biomedical Informatics, University of Pittsburgh
| | - Rafael Ceschin
- Department of Radiology, University of Pittsburgh School of Medicine
- Department of Biomedical Informatics, University of Pittsburgh
| |
Collapse
|
14
|
Shepard E, Sweeney C, Thompson L, Jacobs S, Grimm J, Weyandt LL. Effectiveness of executive functioning training among heterogeneous adolescent samples: A systematic review. APPLIED NEUROPSYCHOLOGY. CHILD 2023; 12:327-343. [PMID: 35914534 DOI: 10.1080/21622965.2022.2106436] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The aim of the present systematic review was to discuss the reported efficacy of executive functioning training techniques among adolescents. A systematic review of the literature was conducted to retrieve and consolidate findings from articles evaluating executive functioning training techniques among adolescents. A total of 26 articles were located that examined the role of executive functioning training techniques among adolescents (age 10-19 years). Articles retrieved enabled comparison across psychiatric and medical diagnoses including attention deficit hyperactivity disorder (ADHD), autism spectrum disorder (ASD), as well as adolescents with physical health concerns. Results revealed that among typically developing adolescents, executive functioning training was non-significant or yielded small effect size improvements in executive functioning as measured by behavioral and neuroimaging tasks among 62.5% of studies reviewed. In contrast, in those with medical conditions, ASD, ADHD, and conduct disorder, all but two studies reviewed yielded a medium to large effect size, supporting the effectiveness of EF training. Future research is needed to identify the long-term efficacy of these treatments, as well as their generalizability to real-world conditions.
Collapse
Affiliation(s)
- Emily Shepard
- Department of Psychology, University of Rhode Island, Kingston, Rhode Island, USA
| | - Caroline Sweeney
- Department of Psychology, University of Rhode Island, Kingston, Rhode Island, USA
| | - Lauren Thompson
- Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, Rhode Island, USA
| | - Sophie Jacobs
- Department of Psychology, University of Rhode Island, Kingston, Rhode Island, USA
| | - Jessica Grimm
- Department of Psychology, University of Rhode Island, Kingston, Rhode Island, USA
| | - Lisa L Weyandt
- Department of Psychology, Interdisciplinary Neuroscience Program, University of Rhode Island, Kingston, Rhode Island, USA
| |
Collapse
|
15
|
Sahel A, Ceschin R, Badaly D, Lewis M, Lee VK, Wallace J, Weinberg J, Schmithorst V, Lo C, Panigrahy A. Increased Cerebello-Prefrontal Connectivity Predicts Poor Executive Function in Congenital Heart Disease. J Clin Med 2023; 12:5264. [PMID: 37629306 PMCID: PMC10455623 DOI: 10.3390/jcm12165264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/08/2023] [Accepted: 08/10/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND Children and adolescents with congenital heart disease (CHD) are at risk for cognitive impairments, such as executive function deficits and motor delays, which can impact their academic and adaptive functioning as well as their quality of life. We investigated whether alterations in connectivity between the prefrontal and cerebellar brain structures exist between CHD and control cohorts and if these alterations could predict cognitive or motor impairment among youths with CHD. METHODS 53 participants with CHD and 73 healthy control participants completed multi-modal magnetic resonance imaging (MRI) of the brain, including high-resolution diffusion tensor imaging at 3T. We measured connectivity from masked regions of interest in the cerebellum to the frontal cortex using a probabilistic tractography method. Participants also completed neuropsychological tests of cognitive and motor skills using the NIH Toolbox. RESULTS In the CHD group, fractional anisotropy (FA) was increased in the cognitive loop connectivity pathways, including from the right cerebellum to the left thalamus (p = 0.0002) and from the left thalamus to the left medial frontal gyrus (MFG) (p = 0.0048) compared with the healthy control group. In contrast, there were no differences between CHD and controls in motor loop connectivity pathways. An increase in FA from the right thalamus to the MFG tract in the cognitive loop (posterior subdivision) predicted (p = 0.03) lower scores on the NIHTB tests, including those of executive functioning. A transient increase in connectivity of the cognitive loop in the adolescent group was observed relative to the child and adult groups. CONCLUSIONS Our results suggest that selective alteration of cerebellum-cerebral connectivity circuitry within the cognitive loops predicts cognitive dysfunction in CHD youth. Our study suggests a critical period of cerebellar circuitry plasticity in the adolescent period in CHD subjects that drives neurocognitive function. Further replication and validation in other pediatric CHD cohorts is warranted for future work.
Collapse
Affiliation(s)
- Aurelia Sahel
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, USA
| | - Rafael Ceschin
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, USA
| | | | - Madison Lewis
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, USA
| | - Vince K. Lee
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, USA
| | - Julia Wallace
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
| | - Jacqueline Weinberg
- Department of Cardiology, University of Pittsburgh, Pittsburgh, PA 15261, USA;
| | - Vanessa Schmithorst
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
| | - Cecilia Lo
- Department of Developmental Biology, University of Pittsburgh, Pittsburgh, PA 15201, USA;
| | - Ashok Panigrahy
- Department of Radiology, University of Pittsburgh, Pittsburgh, PA 15213, USA; (A.S.); (R.C.); (M.L.); (V.K.L.); (J.W.); (V.S.)
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, PA 15206, USA
- Department of Pediatric Radiology, Children’s Hospital of Pittsburgh of UPMC, 45th Street and 4401 Penn Avenue, Pittsburgh, PA 15224, USA
| |
Collapse
|
16
|
Leo DG, Ozdemir H, Lane DA, Lip GYH, Keller SS, Proietti R. At the heart of the matter: how mental stress and negative emotions affect atrial fibrillation. Front Cardiovasc Med 2023; 10:1171647. [PMID: 37408656 PMCID: PMC10319071 DOI: 10.3389/fcvm.2023.1171647] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Accepted: 06/07/2023] [Indexed: 07/07/2023] Open
Abstract
Atrial fibrillation (AF) is the most common form of cardiac arrhythmia, affecting 2%-3% of the world's population. Mental and emotional stress, as well as some mental health conditions (e.g., depression) have been shown to significantly impact the heart and have been suggested to act both as independent risk factors and triggers in the onset of AF. In this paper, we review the current literature to examine the role that mental and emotional stress have in the onset of AF and summarise the current knowledge on the interaction between the brain and heart, and the cortical and subcortical pathways involved in the response to stress. Review of the evidence suggests that mental and emotional stress negatively affect the cardiac system, potentially increasing the risk for developing and/or triggering AF. Further studies are required to further understand the cortical and sub-cortical structures involved in the mental stress response and how these interact with the cardiac system, which may help in defining new strategies and interventions to prevent the development of, and improve the management of AF.
Collapse
Affiliation(s)
- Donato Giuseppe Leo
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Hizir Ozdemir
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, United Kingdom
| | - Deirdre A. Lane
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Gregory Y. H. Lip
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
- Danish Center for Clinical Health Services Research, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Simon S. Keller
- Department of Pharmacology and Therapeutics, Institute of Systems, Molecular and Integrative Biology, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Riccardo Proietti
- Liverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, United Kingdom
- Department of Cardiovascular and Metabolic Medicine, Institute of Life Course and Medical Sciences, Faculty of Health and Life Sciences, University of Liverpool, Liverpool, United Kingdom
| |
Collapse
|
17
|
Brossard-Racine M, Panigrahy A. Structural Brain Alterations and Their Associations With Function in Children, Adolescents, and Young Adults With Congenital Heart Disease. Can J Cardiol 2023; 39:123-132. [PMID: 36336305 DOI: 10.1016/j.cjca.2022.10.028] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 10/06/2022] [Accepted: 10/23/2022] [Indexed: 11/06/2022] Open
Abstract
Most neonates who receive surgery for complex congenital heart disease (CHD) will survive well into adulthood, however, many of them will face functional challenges at one point during their life as a consequence of their atypical neurodevelopment. Recent advances in neuroscience and the increasing accessibility of magnetic resonance imaging have allowed numerous studies to identify the nature and extent of the brain alterations that are particular to survivors with CHD. Nevertheless, and considering that the range of outcomes is broad in this population, the functional consequences of these brain differences is not always evident. In this review, we summarize the present state of knowledge regarding the structure-function relationships evaluated in children, adolescents, and young adults with CHD using structural magnetic resonance imaging. Overall smaller total and regional brain volume, as well as lower fractional anisotropy in numerous brain regions, were frequently associated with lower cognitive outcomes including executive functioning and memory in adolescents and young adults with CHD. However, we identify several gaps in knowledge including the limited number of prospective investigations involving neonatal imaging and follow-up during childhood or adolescence, as well as the need for studies that evaluate a broader range of functional outcomes and not only the cognitive abilities. Future interdisciplinary investigations using multimodal imaging techniques could help address these gaps.
Collapse
Affiliation(s)
- Marie Brossard-Racine
- Advances in Brain and Child Development Research Laboratory, Research Institute of McGill University Health Center - Child Heald and Human Development, and School of Physical and Occupational Therapy, Department of Pediatrics - Division of Neonatology and Department of Neurology and Neurosurgery, McGill University, Montreal, Quebec, Canada.
| | - Ashok Panigrahy
- Pediatric Radiology, Children's Hospital of Pittsburgh of UPMC, and Clinical and Translational Imaging Research, Department of Radiology, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA
| |
Collapse
|
18
|
Reduced Cerebellar Volume in Term Infants with Complex Congenital Heart Disease: Correlation with Postnatal Growth Measurements. Diagnostics (Basel) 2022; 12:diagnostics12071644. [PMID: 35885549 PMCID: PMC9321214 DOI: 10.3390/diagnostics12071644] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Revised: 07/01/2022] [Accepted: 07/02/2022] [Indexed: 11/16/2022] Open
Abstract
Aberrant cerebellar development and the associated neurocognitive deficits has been postulated in infants with congenital heart disease (CHD). Our objective is to investigate the effect of postnatal head and somatic growth on cerebellar development in neonates with CHD. We compared term-born neonates with a history of CHD with a cohort of preterm-born neonates, two cohorts at similar risk for neurodevelopment impairment, in order to determine if they are similarly affected in the early developmental period. Study Design: 51 preterms-born healthy neonates, 62 term-born CHD neonates, and 54 term-born healthy neonates underwent a brain MRI with volumetric imaging. Cerebellar volumes were extracted through an automated segmentation pipeline that was developed in-house. Volumes were correlated with clinical growth parameters at both the birth and time of MRI. Results: The CHD cohort showed significantly lower cerebellar volumes when compared with both the control (p < 0.015) and preterm (p < 0.004) groups. Change in weight from birth to time of MRI showed a moderately strong correlation with cerebellar volume at time of MRI (r = 0.437, p < 0.002) in the preterms, but not in the CHD neonates (r = 0.205, p < 0.116). Changes in birth length and head circumference showed no significant correlation with cerebellar volume at time of MRI in either cohort. Conclusions: Cerebellar development in premature-born infants is associated with change in birth weight in the early post-natal period. This association is not observed in term-born neonates with CHD, suggesting differential mechanisms of aberrant cerebellar development in these perinatal at-risk populations.
Collapse
|