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Active intelligence prompt Pediatric cancer: surface high-value therapeutic signals across pediatric oncology literature.
PEDIATRIC CANCER RESEARCH INTELLIGENCE

Finding therapies hidden in 39,000 pediatric cancer papers.

Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.

39,000 Papers indexed
1,440 Papers AI scored
39,000 Ranked papers
100.0% Coverage
PATIENT-FRIENDLY SUMMARY

CHIP-AML22: a complex clinical trial in de novo pediatric AML patients, including a gemtuzumab ozogamicin randomization and targeted therapy with quizartinib in eligible subgroups, within the NOPHO-DB-SHIP consortium.

For education only—not personal medical advice.

LIVE PEDIATRIC ONCOLOGY INTELLIGENCE
↑ Therapeutic signals emerging ↑ New pediatric cancer papers ingested ↑ Cross-paper convergence detected ↑ Human relevance scores updating ↑ Overlooked treatment paths surfacing
TOP PEDIATRIC CANCER SIGNALS

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LATEST PEDIATRIC CANCER PAPERS

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Last ingest 2026-10-07 09:15 AM
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39000 results
C
[Molecular Classification and Treatment of Medulloblastoma: An Update].
PMID 42604774 Published: 2026-07-01 Ingested: 2026-08-18 09:15 AM No shinkei geka. Neurological surgery
AI 56.90
Standard 67.04
Final 62.48
AI Summary

This update describes how WHO 2021 molecular classification of medulloblastoma informs prognosis, risk-adapted treatment, radiation-sparing strategies, and molecular reassessment at relapse.

Why It Matters

The record supports molecular subgrouping as clinically relevant for prognosis and treatment planning; it further suggests—but does not establish with comparative outcome data—that subgroup-guided CSI reduction, biomarker-directed approaches, and molecular re-evaluation at relapse could reduce toxicity or improve treatment selection.

B
AI 41.40
Standard 79.6
Final 62.41
AI Summary

This systematic review of 29 studies encompassing 9271 patients aged 0–39 years found wide variation in bone-sarcoma diagnostic intervals, with older age and axial tumor location most consistently associated with longer intervals but no consistent relationship between interval duration and survival.

Why It Matters

The evidence identifies older CAYA patients, axial tumors, and post–first-contact pathway components as possible targets for diagnostic-pathway interventions; it is an inference—not demonstrated by this review—that shortening these intervals would reduce advanced presentation or improve survival.

AI Summary

This case report describes a 7-year-old girl with B-cell precursor acute lymphoblastic leukemia and pegaspargase-induced severe acute pancreatitis with refractory multiple organ dysfunction who improved rapidly after one therapeutic plasma exchange session given alongside intensive supportive care.

Why It Matters

The reported temporal clinical and biomarker improvements suggest—but do not establish—that therapeutic plasma exchange may serve as a selective rescue intervention for severe pegaspargase-associated pancreatitis with progressive organ dysfunction, potentially through removal of triglycerides and inflammatory mediators rather than meaningful clearance of pegaspargase.

C
Concurrent Germline RB1 & Mosaic TP53 in a Child With Multiple Childhood Cancers.
PMID 42569880 Published: 2026-08-08 Ingested: 2026-08-17 12:23 AM American journal of medical genetics. Part A
AI 58.80
Standard 65.2
Final 62.32
AI Summary

This report describes a child with a pathogenic germline RB1 variant and fibroblast-confirmed low-level TP53 mosaicism who developed retinoblastoma, osteosarcoma, and MDS progressing to AML before age 6.

Why It Matters

The reported findings establish coexisting RB1-associated predisposition and TP53 mosaicism in this patient; they support, but do not prove, the hypothesis that combined predisposition intensified cancer risk and possibly treatment-related vulnerability, which could eventually inform surveillance and treatment-planning strategies.

C
AI 54.20
Standard 68.95
Final 62.31
AI Summary

This review reports that obesity is associated with greater treatment-related toxicity, more therapy delays, and reduced event-free survival in pediatric and adolescent ALL, while outlining several proposed biological mechanisms and evidence gaps.

Why It Matters

The supplied evidence supports obesity as a clinical risk marker in pediatric and adolescent ALL; it is an inference, not an established intervention, that enhanced toxicity surveillance, individualized supportive care, metabolic management, or future targeting of obesity-linked pathways could reduce treatment disruption and adverse outcomes.

C
Unmasking a Hidden Burden: Chemotherapy-Induced and Exacerbated Diabetes in Paediatric Cancer: A Report of Two Cases.
PMID 42676715 Published: 2026-08-07 Ingested: 2026-09-03 09:15 AM Nigerian medical journal : journal of the Nigeria Medical Association
AI 55.50
Standard 67.84
Final 62.29
AI Summary

This two-case report describes early hyperglycaemia or diabetes during chemotherapy for paediatric ALL and NHL, followed by glycaemic control with insulin in one child and metformin in the other.

Why It Matters

The cases provide evidence that glucose abnormalities can be detected soon after corticosteroid- and/or L-asparaginase-containing chemotherapy and managed clinically; they support, but do not establish, the hypothesis that routine low-cost glucose monitoring could enable earlier intervention and reduce severe complications such as DKA in resource-constrained paediatric oncology settings.

C
Conventionally Fractionated Re-irradiation for Recurrent Ependymoma.
PMID 42690676 Published: 2026-09-03 Ingested: 2026-09-05 09:15 AM Neuro-oncology
AI 61.30
Standard 63.1
Final 62.29
AI Summary

In a single-center cohort of 150 pediatric patients receiving conventionally fractionated re-irradiation for recurrent ependymoma, long-term survival was observed but declined substantially over time, CSI did not improve outcomes after local failure, and proton therapy was associated with more necrosis than photon therapy.

Why It Matters

The record supports re-irradiation as a clinically used salvage approach associated with long-term survival in a subset of patients; it remains an inference, rather than evidence from a randomized comparison, that selecting patients by failure pattern and avoiding unnecessary CSI or high-necrosis-risk treatment plans could improve the benefit-risk balance.

B
Langerhans Cell Histiocytosis in Adults: A Canadian Multicenter Case Series.
PMID 42605174 Published: 2026-09-01 Ingested: 2026-08-19 09:15 AM Hematological oncology
AI 44.40
Standard 76.9
Final 62.28
AI Summary

This Canadian multicenter retrospective series describes 31 predominantly adult-care patients with histologically confirmed LCH, including some diagnosed in childhood, and reports heterogeneous organ involvement, treatments, associated malignancies, and BRAFV600E mutations in 44% of tested patients.

Why It Matters

The record provides evidence that a subset of tested LCH cases carried BRAFV600E and that vemurafenib was among the therapies used; it is therefore reasonable—but not demonstrated here—to hypothesize that molecularly selected BRAF inhibition could benefit some patients, because mutation-specific response, safety, and comparative outcome data are not supplied.

B
Neurological Manifestations and Diagnostic Delay in Pediatric Isolated Sphenoid Sinus Disease: A Systematic Review.
PMID 42651205 Published: 2026-08-21 Ingested: 2026-08-29 09:15 AM Brain sciences
AI 45.10
Standard 76.3
Final 62.26
AI Summary

This systematic review of 11 observational studies encompassing 136 children found that isolated sphenoid sinus disease commonly presented with headache, sometimes with ocular or cranial nerve manifestations, and was frequently initially misdiagnosed, while tumors accounted for only five cases.

Why It Matters

The evidence supports considering early CT or MRI when persistent or atypical pediatric headache is accompanied by ocular symptoms or cranial nerve deficits; it can only be inferred—not established—that reducing diagnostic delay could expedite treatment of rare sphenoid tumors and other lesions and limit neurological sequelae.

B
Isolated clival Langerhans cell histiocytosis in a pediatric patient: systematic review and illustrative case report.
PMID 42811221 Published: 2026-09-30 Ingested: 2026-10-02 09:15 AM Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery
AI 45.70
Standard 75.8
Final 62.26
AI Summary

This systematic review of 11 published patients plus an illustrative pediatric case describes isolated clival Langerhans cell histiocytosis as a rare osteolytic lesion that can mimic other skull-base tumors, requires histopathologic confirmation, and generally had favorable reported outcomes under varied management approaches.

Why It Matters

The record supports early biopsy-based recognition and multidisciplinary management as clinically useful; it is reasonable—but not demonstrated—to hypothesize that accurate diagnosis could prevent inappropriate treatment for presumed chordoma or other aggressive skull-base tumors and help tailor LCH-directed therapy.

B
Transition outcomes in a diverse cohort of higher-risk young adult survivors of childhood cancer in an established care model.
PMID 42579074 Published: 2026-08-11 Ingested: 2026-08-17 12:23 AM Journal of cancer survivorship : research and practice
AI 52.30
Standard 70.4
Final 62.26
AI Summary

In a retrospective cohort of 289 higher-risk young adult childhood-cancer survivors transitioned through a protocolized care pathway, 49.5% had no documented adult survivorship-clinic visit within two years, with failure associated with fewer prior survivorship visits, lower education, and possibly psychiatric comorbidity.

Why It Matters

The study provides associative evidence that transition failure identifies a substantial care-delivery gap; it is reasonable—but not tested here—to hypothesize that intensified pre-transition engagement and targeted navigation or psychiatric support, particularly for vulnerable subgroups, could improve continuity of survivorship care.

C
AI 57.20
Standard 66.4
Final 62.26
AI Summary

In a retrospective cohort of 112 pediatric patients with high-risk hematologic malignancies undergoing allogeneic HSCT, a higher graft CD3+/CD4−CD8− T-cell ratio was independently associated with greater day-100 grade II–IV acute graft-versus-host disease incidence.

Why It Matters

The evidence supports the graft CD3+/CD4−CD8− T-cell ratio as a candidate aGVHD risk biomarker; it is an untested inference that prospectively selecting or modifying graft composition to lower this ratio would reduce aGVHD without compromising disease control or immune recovery.

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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.

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