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1.
Sci Rep ; 14(1): 12782, 2024 06 04.
Article in English | MEDLINE | ID: mdl-38834633

ABSTRACT

Structural brain network topology can be altered in case of a brain tumor, due to both the tumor itself and its treatment. In this study, we explored the role of structural whole-brain and nodal network metrics and their association with cognitive functioning. Fifty WHO grade 2-3 adult glioma survivors (> 1-year post-therapy) and 50 matched healthy controls underwent a cognitive assessment, covering six cognitive domains. Raw cognitive assessment scores were transformed into w-scores, corrected for age and education. Furthermore, based on multi-shell diffusion-weighted MRI, whole-brain tractography was performed to create weighted graphs and to estimate whole-brain and nodal graph metrics. Hubs were defined based on nodal strength, betweenness centrality, clustering coefficient and shortest path length in healthy controls. Significant differences in these metrics between patients and controls were tested for the hub nodes (i.e. n = 12) and non-hub nodes (i.e. n = 30) in two mixed-design ANOVAs. Group differences in whole-brain graph measures were explored using Mann-Whitney U tests. Graph metrics that significantly differed were ultimately correlated with the cognitive domain-specific w-scores. Bonferroni correction was applied to correct for multiple testing. In survivors, the bilateral putamen were significantly less frequently observed as a hub (pbonf < 0.001). These nodes' assortativity values were positively correlated with attention (r(90) > 0.573, pbonf < 0.001), and proxy IQ (r(90) > 0.794, pbonf < 0.001). Attention and proxy IQ were significantly more often correlated with assortativity of hubs compared to non-hubs (pbonf < 0.001). Finally, the whole-brain graph measures of clustering coefficient (r = 0.685), global (r = 0.570) and local efficiency (r = 0.500) only correlated with proxy IQ (pbonf < 0.001). This study demonstrated potential reorganization of hubs in glioma survivors. Assortativity of these hubs was specifically associated with cognitive functioning, which could be important to consider in future modeling of cognitive outcomes and risk classification in glioma survivors.


Subject(s)
Brain Neoplasms , Brain , Cancer Survivors , Cognition , Glioma , Humans , Glioma/psychology , Glioma/diagnostic imaging , Glioma/pathology , Female , Male , Adult , Middle Aged , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/psychology , Brain Neoplasms/pathology , Cancer Survivors/psychology , Brain/diagnostic imaging , Brain/pathology , Nerve Net/diagnostic imaging , Case-Control Studies , Diffusion Tensor Imaging/methods , Diffusion Magnetic Resonance Imaging
2.
Neuro Oncol ; 25(8): 1395-1414, 2023 08 03.
Article in English | MEDLINE | ID: mdl-36809489

ABSTRACT

BACKGROUND: Cognitive functioning is increasingly assessed as a secondary outcome in neuro-oncological trials. However, which cognitive domains or tests to assess, remains debatable. In this meta-analysis, we aimed to elucidate the longer-term test-specific cognitive outcomes in adult glioma patients. METHODS: A systematic search yielded 7098 articles for screening. To investigate cognitive changes in glioma patients and differences between patients and controls 1-year follow-up, random-effects meta-analyses were conducted per cognitive test, separately for studies with a longitudinal and cross-sectional design. A meta-regression analysis with a moderator for interval testing (additional cognitive testing between baseline and 1-year posttreatment) was performed to investigate the impact of practice in longitudinal designs. RESULTS: Eighty-three studies were reviewed, of which 37 were analyzed in the meta-analysis, involving 4078 patients. In longitudinal designs, semantic fluency was the most sensitive test to detect cognitive decline over time. Cognitive performance on mini-mental state exam (MMSE), digit span forward, phonemic and semantic fluency declined over time in patients who had no interval testing. In cross-sectional studies, patients performed worse than controls on the MMSE, digit span backward, semantic fluency, Stroop speed interference task, trail-making test B, and finger tapping. CONCLUSIONS: Cognitive performance of glioma patients 1 year after treatment is significantly lower compared to the norm, with specific tests potentially being more sensitive. Cognitive decline over time occurs as well, but can easily be overlooked in longitudinal designs due to practice effects (as a result of interval testing). It is warranted to sufficiently correct for practice effects in future longitudinal trials.


Subject(s)
Cognition Disorders , Glioma , Humans , Adult , Cognition Disorders/diagnosis , Cross-Sectional Studies , Cognition , Neuropsychological Tests , Glioma/complications , Glioma/therapy , Combined Modality Therapy
3.
J Neurooncol ; 160(3): 619-629, 2022 Dec.
Article in English | MEDLINE | ID: mdl-36346497

ABSTRACT

OBJECTIVE: As preservation of cognitive functioning increasingly becomes important in the light of ameliorated survival after intracranial tumor treatments, identification of eloquent brain areas would enable optimization of these treatments. METHODS: This cohort study enrolled adult intracranial tumor patients who received neuropsychological assessments pre-irradiation, estimating processing speed, verbal fluency and memory. Anatomical magnetic resonance imaging scans were used for multivariate voxel-wise lesion-symptom predictions of the test scores (corrected for age, gender, educational level, histological subtype, surgery, and tumor volume). Potential effects of histological and molecular subtype and corresponding WHO grades on the risk of cognitive impairment were investigated using Chi square tests. P-values were adjusted for multiple comparisons (p < .001 and p < .05 for voxel- and cluster-level, resp.). RESULTS: A cohort of 179 intracranial tumor patients was included [aged 19-85 years, median age (SD) = 58.46 (14.62), 50% females]. In this cohort, test-specific impairment was detected in 20-30% of patients. Higher WHO grade was associated with lower processing speed, cognitive flexibility and delayed memory in gliomas, while no acute surgery-effects were found. No grading, nor surgery effects were found in meningiomas. The voxel-wise analyses showed that tumor locations in left temporal areas and right temporo-parietal areas were related to verbal memory and processing speed, respectively. INTERPRETATION: Patients with intracranial tumors affecting the left temporal areas and right temporo-parietal areas might specifically be vulnerable for lower verbal memory and processing speed. These specific patients at-risk might benefit from early-stage interventions. Furthermore, based on future validation studies, imaging-informed surgical and radiotherapy planning could further be improved.


Subject(s)
Brain Neoplasms , Glioma , Meningeal Neoplasms , Female , Humans , Adult , Male , Cohort Studies , Brain Neoplasms/complications , Brain Neoplasms/diagnostic imaging , Brain Neoplasms/pathology , Glioma/pathology , Neuropsychological Tests , Magnetic Resonance Imaging/methods
4.
Radiother Oncol ; 168: 241-249, 2022 03.
Article in English | MEDLINE | ID: mdl-35093408

ABSTRACT

PURPOSE: Treatment-related toxicity after irradiation of brain tumours has been underreported in the literature. Furthermore, there is considerable heterogeneity on how and when toxicity is evaluated. The aim of this European Particle Network (EPTN) collaborative project is to develop recommendations for uniform follow-up and toxicity scoring of adult brain tumour patients treated with radiotherapy. METHODS: A Delphi method-based consensus was reached among 24 international radiation-oncology experts in the field of neuro-oncology concerning the toxicity endpoints, evaluation methods and time points. RESULTS: In this paper, we present a basic framework for consistent toxicity scoring and follow-up, using multiple levels of recommendation. Level I includes all recommendations that are considered minimum of care, whereas level II and III are optional evaluations in the advanced clinical or research setting, respectively. Per outcome domain, the clinical endpoints and evaluation methods per level are listed. Where relevant, the organ at risk threshold doses for recommended referral to specific organ specialists are defined. CONCLUSION: These consensus-based recommendations for follow-up will enable the collection of uniform toxicity data of brain tumour patients treated with radiotherapy. With adoptation of this standard, collaboration will be facilitated and we can further propel the research field of radiation-induced toxicities relevant for these patients. An online tool to implement this guideline in clinical practice is provided at www.cancerdata.org.


Subject(s)
Proton Therapy , Skull Base Neoplasms , Adult , Brain , Consensus , Follow-Up Studies , Humans , Proton Therapy/adverse effects , Protons , Skull Base Neoplasms/radiotherapy
5.
Tumori ; 105(6): NP4-NP7, 2019 Dec.
Article in English | MEDLINE | ID: mdl-30808258

ABSTRACT

INTRODUCTION: The most important long-term effect of radiotherapy is induction of secondary cancers. A rare radiation-induced tumor is a squamous cell carcinoma of the external auditory canal. Case reports have been described in Asian patients after radiotherapy for nasopharyngeal cancer. CASE DESCRIPTION: We describe an unusual case report of a 53-year-old Caucasian man who developed squamous cell carcinomas of the right and left external auditory canal, respectively 29 and 30 years after radiotherapy for a pituitary adenoma. CONCLUSION: In young patients with benign tumors, we should always evaluate whether the benefits of radiotherapy outweigh the risks and side effects. After radiotherapy, screening programs should be developed since early detection improves salvage treatment of these secondary and often morbid tumors.


Subject(s)
Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/etiology , Ear Neoplasms/diagnosis , Ear Neoplasms/etiology , Neoplasms, Radiation-Induced/diagnosis , Neoplasms, Second Primary/diagnosis , Neoplasms, Second Primary/etiology , Adult , Carcinoma, Squamous Cell/therapy , Ear Canal/pathology , Ear Neoplasms/therapy , Humans , Male , Neoplasms, Second Primary/therapy , Pituitary Neoplasms/radiotherapy , Radiotherapy/adverse effects , Radiotherapy/methods
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