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Dockrell S, McCabe MG, Kamaly-Asl I, Kilday JP, Stivaros SM. Radiological Predictors of Cognitive Impairment in Paediatric Brain Tumours Using Multiparametric Magnetic Resonance Imaging: A Review of Current Practice, Challenges and Future Directions. Cancers (Basel) 2025; 17:947. [PMID: 40149283 PMCID: PMC11940392 DOI: 10.3390/cancers17060947] [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: 01/26/2025] [Revised: 03/06/2025] [Accepted: 03/08/2025] [Indexed: 03/29/2025] Open
Abstract
Paediatric brain tumours and their treatments are associated with long-term cognitive impairment. While the aetiology of cognitive impairment is complex and multifactorial, multiparametric Magnetic Resonance Imaging (MRI) can identify many risk factors including tumour location, damage to eloquent structures and tumour phenotype. Hydrocephalus and raised intracranial pressure can be observed, along with risk factors for post-operative paediatric cerebellar mutism syndrome or epilepsy. MRI can also identify complications of surgery or radiotherapy and monitor treatment response. Advanced imaging sequences provide valuable information about tumour and brain physiology, but clinical use is limited by extended scanning times and difficulties in processing and analysis. Brain eloquence classifications exist, but focus on adults with neurological deficits and are outdated. For the analysis of childhood tumours, limited numbers within tumour subgroups and the investigation of long-term outcomes necessitate using historical scans and/or multi-site collaboration. Variable imaging quality and differing acquisition parameters limit the use of segmentation algorithms and radiomic analysis. Harmonisation can standardise imaging in collaborative research, but can be challenging, while data-sharing produces further logistical challenges. Consequently, most research consists of small single-centre studies limited to regional analyses of tumour location. Technological advances reducing scanning times increase the feasibility of clinical acquisition of high-resolution standardised imaging including advanced physiological sequences. The RAPNO and SIOPE paediatric brain tumour imaging guidelines have improved image standardisation, which will benefit future collaborative imaging research. Modern machine learning techniques provide more nuanced approaches for integration and analysis of the complex and multifactorial data involved in cognitive outcome prediction.
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Affiliation(s)
- Simon Dockrell
- Division of Informatics, Imaging & Data Sciences, University of Manchester, Manchester M13 9PL, UK;
- Children’s Brain Tumour Research Network, Royal Manchester Children’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (I.K.-A.); (J.-P.K.)
- The Geoffrey Jefferson Brain Research Centre, Northern Care Alliance NHS Foundation Trust, Salford M6 8FJ, UK;
| | - Martin G. McCabe
- The Geoffrey Jefferson Brain Research Centre, Northern Care Alliance NHS Foundation Trust, Salford M6 8FJ, UK;
- The Christie NHS Foundation Trust, Manchester M0 4BX, UK
- Division of Cancer Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Ian Kamaly-Asl
- Children’s Brain Tumour Research Network, Royal Manchester Children’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (I.K.-A.); (J.-P.K.)
- The Geoffrey Jefferson Brain Research Centre, Northern Care Alliance NHS Foundation Trust, Salford M6 8FJ, UK;
| | - John-Paul Kilday
- Children’s Brain Tumour Research Network, Royal Manchester Children’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (I.K.-A.); (J.-P.K.)
- The Geoffrey Jefferson Brain Research Centre, Northern Care Alliance NHS Foundation Trust, Salford M6 8FJ, UK;
- Division of Cancer Sciences, University of Manchester, Manchester M13 9PL, UK
| | - Stavros M. Stivaros
- Division of Informatics, Imaging & Data Sciences, University of Manchester, Manchester M13 9PL, UK;
- Children’s Brain Tumour Research Network, Royal Manchester Children’s Hospital, Manchester University NHS Foundation Trust, Manchester M13 9WL, UK; (I.K.-A.); (J.-P.K.)
- The Geoffrey Jefferson Brain Research Centre, Northern Care Alliance NHS Foundation Trust, Salford M6 8FJ, UK;
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Verity SJ, Hagan AJ, Kearney A, Waern S. Potential Anomalous Findings on the Cerberus Subtest of the TEACh 2 in a Pediatric Neuro-Oncology Cohort. Arch Clin Neuropsychol 2024; 39:655-658. [PMID: 38215788 DOI: 10.1093/arclin/acad104] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 11/16/2023] [Accepted: 12/12/2023] [Indexed: 01/14/2024] Open
Abstract
INTRODUCTION The Test of Everyday Attention for Children 2 (TEA-Ch 2) is a rigorously tested measure of attention, often used in pediatric neuro-oncology settings. Data from one Primary Treatment Centre found a high proportion of children scored in the highest range on the Cerberus subtest. This brief report attempts to answer the question: Does the Cerberus subtest of the TEA-Ch 2 provide outlying scores in the pediatric neuro-oncology population? METHODS Data representing 62 Cerberus assessments from four primary treatment centers were analyzed. RESULTS Data showed a substantially higher level of performance on the Cerberus subtest compared to other TEA-Ch2 subtests. Scores were not only higher than expected relative to children's performance on other subtests but also higher than would be expected in the general population. DISCUSSION Within our data, performance on the Cerberus subset of the TEA-Ch 2 yields somewhat questionable data from which to draw conclusions regarding sustained attentional ability in a pediatric neuro-oncology cohort.
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Affiliation(s)
- Sarah J Verity
- Department of Paediatric Health Psychology, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
- Newcastle University Centre for Cancer, Newcastle upon Tyne, UK
| | - Alexander J Hagan
- Department of Paediatric Health Psychology, Great North Children's Hospital, Newcastle Upon Tyne Hospitals NHS Foundation Trust, Newcastle Upon Tyne, UK
| | - Anna Kearney
- Clinical Health Psychology, Alder Hey Children's NHS Foundation Trust, Liverpool, UK
| | - Susanna Waern
- Paediatric and Teenage Psychological Support Service, The Royal Marsden NHS Foundation Trust, Surrey, UK
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Hou J, King TZ, Chen H, Wang Q, Xie Y, Mao H, Wang L, Cheng L. Concurrent brain structural and functional alterations in the thalamus of adult survivors of childhood brain tumors: a multimodal MRI study. Brain Res Bull 2024; 211:110937. [PMID: 38570077 DOI: 10.1016/j.brainresbull.2024.110937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 03/20/2024] [Accepted: 03/31/2024] [Indexed: 04/05/2024]
Abstract
Adult survivors of childhood brain tumors often present with cognitive deficits that affect their quality of life. Studying brain structure and function in brain tumor survivors can help understand the underlying mechanisms of their cognitive deficits to improve long-term prognosis of these patients. This study analyzed voxel-based morphometry (VBM) derived from T1-weighted MRI and the amplitude of low-frequency fluctuation (ALFF) from resting-state functional magnetic resonance imaging (rs-fMRI) to examine the structural and functional alterations in 35 brain tumor survivors using 35 matching healthy individuals as controls. Compared with healthy controls, brain tumor survivors had decreased gray matter volumes (GMV) in the thalamus and increased GMV in the superior frontal gyrus. Functionally, brain tumor survivors had lower ALFF values in the inferior temporal gyrus and medial prefrontal area and higher ALFF values in the thalamus. Importantly, we found concurrent but negatively correlated structural and functional alterations in the thalamus based on observed significant differences in GMV and ALFF values. These findings on concurrent brain structural and functional alterations provide new insights towards a better understanding of the cognitive deficits in brain tumor survivors.
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Affiliation(s)
- Jinfeng Hou
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China; Nanning Research Institute, Guilin University of Electronic Technology, Nanning 530000, China
| | - Tricia Z King
- Department of Psychology and the Neuroscience Institute, Georgia State University, Atlanta, GA, USA
| | - Hongbo Chen
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China; Guangxi Colleges and Universities Key Laboratory of Biomedical Sensors and Intelligent Instruments, Guilin 541004, China; Guangxi Human Physiological Information Non-Invasive Detection Engineering Technology Research Center, Guilin 541004, China; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China
| | - Qian Wang
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China; Nanning Research Institute, Guilin University of Electronic Technology, Nanning 530000, China
| | - You Xie
- Guilin Municipal Hospital of Traditional Chinese Medicine, Guilin 541004, China
| | - Hui Mao
- Department of Radiology and Imaging Science, Emory University, Atlanta, GA, USA
| | - Liya Wang
- Department of Radiology, The Fist Affiliated Hospital of Nanchang University, Shenzhen Hezheng Hospital, Shenzhen, Guangdong 518109, China.
| | - Luqi Cheng
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin 541004, China; Guangxi Colleges and Universities Key Laboratory of Biomedical Sensors and Intelligent Instruments, Guilin 541004, China; Guangxi Human Physiological Information Non-Invasive Detection Engineering Technology Research Center, Guilin 541004, China; Guangxi Key Laboratory of Metabolic Reprogramming and Intelligent Medical Engineering for Chronic Diseases, Guilin 541004, China; Zhejiang Lab, Hangzhou 311100, China.
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Haller OC, Tighe EL, King TZ. Concordance of informant and self-reported ratings on the Frontal Systems Behavior Scale in adult survivors of pediatric brain tumor. Clin Neuropsychol 2024; 38:135-149. [PMID: 36987932 DOI: 10.1080/13854046.2023.2192417] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 03/13/2023] [Indexed: 03/30/2023]
Abstract
OBJECTIVE It has been theorized that pediatric brain tumor survivors may have reduced insight into their executive functioning. Agreement between informants and survivors has been used to probe this theory, but findings have been inconsistent. This study sought to expand on prior work by examining the relationship between participant role and ratings on the Frontal Systems Behavior Scale (FrSBe) among 73 adult survivors and their informants. This study also sought to test whether agreement on scores varied as a function of tumor treatment. METHOD Dyadic mixed effects models examined the relationship between participant ratings on FrSBe subscales and the role of a participant (survivor or informant). Intraclass correlations (ICC) were used to calculate reliable change indices to evaluate significant divergence in self and informant agreement. RESULTS Dyadic mixed effects models showed an insignificant relationship between participant role and ratings on the FrSBe apathy and executive dysfunction subscales. Participant role was related to ratings on the disinhibition subscale of the FrSBe. The ICC for apathy was ICC = .583, for disinhibition ICC = .420, and for executive dysfunction ICC = .373. Significant divergence in scores did not vary by history of chemoradiation. CONCLUSIONS Results demonstrate an effect of role on one FrSBe subscale and weak to moderate agreement between survivor and informant scores, which suggests that agreement between informants and survivors varies by FrSBe domain. The strongest relationship between survivors and informants was seen on apathy, which suggests that apathy is a shared concern for survivors and their families.
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Affiliation(s)
- Olivia C Haller
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Elizabeth L Tighe
- Department of Psychology, Georgia State University, Atlanta, GA, USA
| | - Tricia Z King
- Department of Psychology, Georgia State University, Atlanta, GA, USA
- Neuroscience Institute, Georgia State University, Atlanta, GA, USA
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