← Back to all signals
RESEARCH PAPER ANALYSIS

Advanced diffusion MRI tractography for radiotherapy planning in pediatric brain tumors: A feasibility study.

AI interpretation is pending for this paper.

Open original publication →
PMID41704949
JournalPhysics and imaging in radiation oncology
Publication Date2026-02-02
Ingested2026-08-02 12:06 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

BACKGROUND AND PURPOSE: Cranial radiotherapy for pediatric brain tumors can damage white matter tracts (WMTs), adversely impacting brain development. This study evaluated the feasibility of integrating advanced diffusion MRI (dMRI) tractography-derived WMTs into radiotherapy planning for pediatric supratentorial high-grade tumors. MATERIALS AND METHODS: The study retrospectively recruited eight patients (aged 8-16 years) who had undergone surgery and curative-intent radiotherapy from January 2012 to June 2022. The pre-radiotherapy dMRI was utilized to reconstruct the target and 29 individual WMT masks selected based on their relevance to neurocognition, motor, language, and visual functions. These WMT masks were classified into five distance-based priority groups based on their proximity to the tumor, and were subsequently used to re-optimize radiotherapy plans. The dose-volume metrics of the tract-optimized plans were compared to the standard treated plans using the Wilcoxon signed-rank test. RESULTS: In all cases, the tract-optimized plans achieved a significant dose reduction to the normal brain compared with standard plans across various dose levels (Dmean, D10%, D20%, D50%) by 2.3-3.5 Gy (p < 0.01), equivalent to 5% of the prescription dose. Dmean was reduced for all five WMT groups (p < 0.05), ranging from 3.5-6 Gy, depending on proximity to target, whilst target coverage was maintained (p > 0.05). A Dmean reduction of approximately 1 Gy was achieved to ipsilateral (p < 0.05) and contralateral (p < 0.01) temporal lobes. CONCLUSION: Integrating advanced dMRI tractography into radiotherapy plan can enable functional sparing of critical WMTs without compromising target coverage for pediatric supratentorial high-grade brain tumors.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 Atypical Case of Presumed Bartonella henselae Osteomyelitis in a Child with Cat-Scratch Disease Mimicking a Malignant Bone Tumor. Children (Basel, Switzerland) 56.2 2 Gait and Functional Movement Quality Improvements Following an Individualized Exercise Program in Pediatric Hemato-Oncological Patients. Children (Basel, Switzerland) 57.0 3 Scaling Adolescent Immunity: Multi-Age Cohort Human Papillomavirus (HPV) Vaccination Campaigns in West Africa-Evidence from Côte d'Ivoire, Ghana, Liberia, and Sierra Leone. Vaccines 59.9 4 CNN Sample-Size Effects Across Biomedical Datasets: A Reliability Pattern in Overfitting, Ranking, and Monotonicity. Bioengineering (Basel, Switzerland) 57.5 5 Psychological Assessment of Parenting Stress and Emotional Support: A Moderated Mediation Model of Psychological Distress and Well-Being Among Childbearing-Age Women with Thyroid Cancer. Behavioral sciences (Basel, Switzerland) 41.5 6 Infected Urachal Cyst Presenting as a Huge Abdominal Abscess in an Elderly: A Case Report. Cureus 47.5 7 Metastatic Retroperitoneal Rhabdomyosarcoma in a Child: A Case Report Highlighting the Role of Imaging in Diagnosis, Staging, and Follow-Up. Cureus 65.5 8 Consumer Risk Characterisation of Potentially Toxic Elements in European Seabass (Dicentrarchus labrax) Marketed in Hungary. Toxics 40.5 9 Dynamic Metabolic Parameters and Deauville Score on 18F-FDG PET/CT for Prognostic Assessment in Pediatric Burkitt Lymphoma. Children (Basel, Switzerland) 72.3 10 Clinical and Dermoscopic Determinants of Surgical Decision-Making in Skin Cancer Screening: A Retrospective Analysis. Medicina (Kaunas, Lithuania) 65.0 11 The Oral and Nasal Gateway Microbiomes: Salivaomics and Systemic Health at the Airway-Digestive Interface. Microorganisms 58.0 12 Knowledge and Perceptions of Human Papillomavirus Infection and Vaccination Among Adolescents in French Rural Family Homes: A Mixed-Methods Study. Vaccines 68.7 13 Study of Telomere Length Kinetics and Telomerase Reverse Transcriptase Gene Polymorphism in Children Undergoing Allogeneic Haematopoietic Stem Cell Transplantation. Genes 58.7 14 Familial florid cemento-osseous dysplasia in two young sisters: case report and literature review. British dental journal 52.3 15 Laparoscopic Wilms Tumor Nephrectomy and Lymph Node Sampling: Oncotechnical Considerations. Journal of Indian Association of Pediatric Surgeons 63.4 16 Xanthogranulomatous Orchitis Masquerading as Chronic Epididymo-orchitis in a Paediatric Patient. Journal of Indian Association of Pediatric Surgeons 58.0 17 Dermatofibrosarcoma Protuberans of the Scalp in a 15-year-old Boy: A Rare Pediatric Surgical Challenge. Journal of Indian Association of Pediatric Surgeons 43.0 18 An Analysis of Multilevel Barriers to Human Papillomavirus Vaccination Uptake Among Rural U.S. Adolescents. Vaccines 58.0 19 Health-Related Quality of Life in Children with Acute Leukaemia and Central Nervous System Tumours: Current Evidence and Future Directions. Children (Basel, Switzerland) 61.6 20 Clinical Characteristics and Antimicrobial Resistance Profiles of Pediatric Enterococcal Infections: A Comparison Between Enterococcus faecium and Enterococcus faecalis. Pathogens (Basel, Switzerland) 69.4 21 Precision Medicine in Pediatric Nephrology: From Shared Clinical Phenotypes to Genotype-Guided Diagnosis and Management. Genes 68.44 22 Adolescent Helicobacter pylori Screening for Gastric Cancer Prevention: Current Evidence and Future Perspectives. Children (Basel, Switzerland) 61.4 23 Novel Homozygous LAMC3 Frameshift Variant Associated with Confluent Leukoencephalopathy and Low-Grade Tectal Glioneuronal Tumor: Expanding the Phenotypic Spectrum with Bioinformatic Characterization. Life (Basel, Switzerland) 56.0 24 Venous Thromboembolism in Neonates, Children, and Adolescents: A Comprehensive Narrative Review of Risk Factors, Diagnosis, Treatment, and Prevention. Medicina (Kaunas, Lithuania) 62.94 25 Multiple High-Risk HPV Infections and Opportunistic HPV Prevalence Among Women Aged 18-25 Years with NILM, ASC-US, or LSIL Cytology: A 2024 Cross-Sectional Study. Pathogens (Basel, Switzerland) 64.5 26 Special Issue "Pediatric Diseases: From Molecular Mechanisms to Novel Therapeutic Strategies". International journal of molecular sciences 54.09 27 The Osteosarcoma Tumor Microenvironment: From Cellular Interactions to Advanced Preclinical Models. Cancers 55.5 28 Fear of Cancer Progression as a Psychological Component of Cancer Rehabilitation in Men Treated for Reproductive System Malignancies: A Multi-Regional Cross-Sectional Study in Kazakhstan. Healthcare (Basel, Switzerland) 63.8 29 Pediatric DOCK8 Deficiency Beyond Infections and Atopy: An Immunoactinopathy with Immune Dysregulation and Multisystem Involvement. Children (Basel, Switzerland) 62.1 30 The Emerging Role of Ferroptosis in Pediatric Cancer Biology and Therapy. International journal of molecular sciences 74.0 31 Aprepitant, a Neurokinin-1 Receptor Antagonist, as a Disruptive Drug for the Treatment of Pediatric Cancer. Journal of clinical medicine 72.9 32 Osteosarcoma Across the Age Spectrum: Why Outcomes Diverge and Trials Must Adapt. Journal of clinical medicine 62.0
PATIENT-FRIENDLY SUMMARY

Advanced diffusion MRI tractography for radiotherapy planning in pediatric brain tumors: A feasibility study.

For education only—not personal medical advice.

Before you continue

AI-assisted research information

Neurocompute uses AI to summarize scientific papers, interpret research signals, and suggest relevant reference links. AI-generated content can be incomplete, misleading, or wrong, and generated links may be irrelevant or unavailable.

Our reviewed outputs have performed strongly to date, but past accuracy is not a guarantee. Verify summaries, scores, claims, and links against the original publication before relying on them.

This platform is for research and education only. It does not provide medical advice, diagnosis, treatment recommendations, or clinical guidance.

Pediatric cancer research intelligence graphic
PEDIATRIC CANCER VISUAL SYSTEM

Open the Research Intelligence Map

Explore the active pediatric oncology analysis view.

Expand Intelligence View →
Full Pediatric cancer research intelligence graphic