Investigation of cognitive functions in children with bone tumours and lymphoma in treatment process

BACKGROUND

Neurocognitive sequelae are among the most debilitating effects of cancer observed in children. Yet we know very little about the impact on neurocognitive functioning, especially cancer types that develop outside the central nervous system. This study aimed to assess and compare the cognitive functions (CoF) of children with bone tumours and lymphoma in the treatment process.

METHODS

The CoF of children with bone tumours (n = 44), lymphoma (n = 42) and their non-cancer peers (n = 55) were assessed with Dynamic Occupational Therapy Assessment for Children. The CoF of children with cancer were compared with their non-cancer peers. Then, children with bone tumours and lymphoma were compared in binary.

RESULTS

One-hundred forty-one children aged 6-12 years with a mean age of 9.4 (SD = 1.5) were included in this study. The orientation and visuomotor construction functions of children with bone tumours and orientation, praxis and visuomotor construction functions of children with lymphoma performed worse than their non-cancer peers (pk  < 0.001). While orientation, spatial perception, visuomotor construction and thinking operations functions of children with bone tumours and lymphoma were similar (pk  > 0.016), praxis functions of children with lymphoma were found to be worse than children with bone tumours (pk  < 0.016).

CONCLUSIONS

Our findings show that children with bone tumours and lymphoma in the process of treatment are at risk for impairment of their CoF. The findings highlight the importance of assessing CoF in children with bone tumours and lymphoma and considering specific differences between groups. It is essential to assess CoF and develop early intervention plans in these children.

Ensemble learning based functional independence ability estimator for pediatric brain tumor survivors

A history of brain tumor strongly affects children’s cognitive abilities, performance of daily activities, quality of life, and functional outcomes. In light of the difficulties in cognition, communication, physical skills, and behavior that these patients may encounter, occupational therapists should perform a comprehensive needs-led assessment of their global functioning after recovery. Such an assessment would ensure that the patients receive adequate support and services at school, at home, and in the community. By predicting the functional activity performance of children with a history of brain tumor, clinical workers can determine the progress of their ability recovery and the optimal treatment plan. We selected several features for testing and employed common machine learning models to predict Functional Independence Measure (WeeFIM) scores. The ensemble learning models exhibited stronger predictive performance than did the individual machine learning models. The ensemble learning models effectively predicted WeeFIM scores. Machine learning models can help clinical workers predict the functional assessment scores of patients with childhood brain tumors. This study used machine learning models to predict the WeeFIM scores of patients with childhood brain tumors and to demonstrate that ensemble machine learning models are more suitable for this task than are individual machine learning models.

Investigation of the relationship between feeding problems and cognitive functions in premature children

Children with a history of premature birth may show various problems in feeding, and these problems may continue at school age. It is necessary to examine the role of cognitive functions in children's feeding with more detailed studies.Comparison of feeding problems and cognitive functions of premature and full-term children and examining the relationship between them. The parents of 60 children aged 6-10 completed the The Screening Tool of Feeding Problems, and the cognitive functions of the children were evaluated with the Dynamic Occupational Therapy Cognitive Assessment. Results are compared and correlations betweeen feeding problems and cognitive functions were examıned. Feeding problems of premature children are statistically higher than those born at term; their cognitive functions were statistically weaker (p < 0.001). It was found that feeding problems and cognitive functions were statistically related in premature children (p < 0.05). Feeding problems seen in premature children may be related to their weaker cognitive functions compared to their peers. It is important to evaluate cognitive functions and include them in the intervention in rehabilitation programs to be prepared for premature children with feeding problems.