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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 38,964 pediatric cancer papers.

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

38,964 Papers indexed
963 Papers AI scored
38,964 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

Ranked Discovery Journal Articles

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PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

38964 results
B
AI 55.30
Standard 76.4
Final 66.91
AI Summary

In a multicenter retrospective cohort of 250 propensity-score-matched patients with BCLC stage B/C hepatocellular carcinoma, TACE plus icaritin was associated with longer overall survival than TACE alone, particularly in patients with Child-Pugh A liver function.

Why It Matters

The observed association supports testing whether adding the immunomodulator icaritin to TACE improves survival in appropriately selected HCC patients without substantially increasing severe liver-related toxicity; however, causality, mechanism, and relevance to pediatric HCC remain unproven and require prospective evaluation.

B
AI 55.30
Standard 76.3
Final 66.85
AI Summary

Across 679 children with orbital rhabdomyosarcoma enrolled on 11 North American and European trials from 1991–2016, long-term survival remained favorable overall, while infants and patients with metastatic disease had markedly worse outcomes.

Why It Matters

The evidence identifies infants and patients with metastatic orbital rhabdomyosarcoma as high-risk populations needing new approaches and suggests that favorable outcomes persisted during shifts toward reduced chemotherapy and altered radiotherapy; however, whether any specific reduction strategy preserves efficacy or improves toxicity is an inference requiring treatment-specific comparative analysis.

B
AI 53.10
Standard 78.0
Final 66.80
AI Summary

In a single-blind randomized trial of 41 children with cancer, an 8-week yoga program improved selected motor-proficiency outcomes relative to routine exercise, while quality of life and fatigue improved within both groups and interest-enjoyment decreased in the yoga group.

Why It Matters

The trial provides preliminary evidence that yoga may be a useful rehabilitation option for improving fine motor integration, agility, and overall motor proficiency in children with cancer; it remains an inference—not established by this record—that these changes would produce durable functional or broader clinical benefits beyond routine exercise.

C
High clinical utility of comprehensive multi-omic molecular profiling of rare and hard-to-diagnose pediatric tumors.
PMID 42619885 Published: 2026-07-29 Ingested: 2026-08-22 09:15 AM medRxiv : the preprint server for health sciences
AI 70.20
Standard 64.0
Final 66.79
AI Summary

In 123 children with rare or diagnostically challenging tumors, comprehensive multi-omic profiling frequently clarified diagnosis or management, generated precision-therapy recommendations, and was associated with objective response or prolonged stable disease in 16 of 18 evaluable treated cases, with diagnostic findings supported by a 41-patient Canadian cohort.

Why It Matters

The record provides human observational evidence that multi-omic profiling can alter diagnosis, inform management, and identify treatment options in selected rare pediatric tumors; it supports—but does not prove—the hypothesis that routine profiling could improve treatment selection and outcomes, because treatment results were reported for a small, selected, non-comparative evaluable subset.

C
High clinical utility of comprehensive multi-omic molecular profiling of rare and hard-to-diagnose pediatric tumors.
PMID 42620518 Published: 2026-08-05 Ingested: 2026-08-22 09:15 AM Research square
AI 70.10
Standard 64.0
Final 66.75
AI Summary

In 123 children with rare or diagnostically challenging tumors, comprehensive multi-omic profiling frequently clarified diagnosis or management and was associated with objective response or prolonged stable disease in 16 of 18 evaluable patients receiving precision-guided therapy, with diagnostic findings also assessed in an independent 41-patient cohort.

Why It Matters

The record provides observational evidence that multi-omic profiling can identify diagnostic and treatment-relevant findings in selected pediatric tumors; it supports—but does not prove—the hypothesis that routinely integrating such profiling could improve treatment selection and outcomes compared with conventional evaluation alone.

B
From genotype to outcome in optic pathway gliomas: Biology, biomarkers, targeted therapy, and future directions.
PMID 42632204 Published: 2026-08-14 Ingested: 2026-08-24 09:15 AM Cancer genetics
AI 57.70
Standard 74.0
Final 66.67
AI Summary

This review synthesizes evidence on pediatric optic pathway glioma biology, genotype–phenotype relationships, biomarkers, tumor microenvironment, and conventional and MAPK-targeted therapies, while highlighting unresolved questions about progression and resistance.

Why It Matters

The supplied review identifies BRAF alterations and broader MAPK-pathway dysregulation as evidence-supported biological features of optic pathway gliomas; it is reasonable—but inferential from this record—to hypothesize that genotype-informed selection of MEK or BRAF inhibitors, potentially in combinations, could improve disease control or reduce treatment morbidity in selected patients.

B
Targeting Metal-Dependent Cell Death in Cancer: From Molecular Circuitry to Biomarker-Guided Precision Combination Therapy.
PMID 42634173 Published: 2026-08-12 Ingested: 2026-08-26 09:15 AM Current cancer drug targets
AI 61.40
Standard 70.99
Final 66.67
AI Summary

This review integrates cuproptosis and ferroptosis circuitry, immune effects, preclinical combination strategies, and proposed biomarkers into a precision-oncology framework that includes potential applications in rare, refractory, and pediatric cancers.

Why It Matters

The supplied record supports mechanistic and preclinical rationale for biomarker-guided induction of cuproptosis or ferroptosis in combination with radiotherapy, chemotherapy, checkpoint blockade, or cellular immunotherapy; it remains an inference—not demonstrated pediatric clinical evidence—that functional state profiling and selective delivery could improve responses in resistant pediatric tumors.

B
Second Primary Malignancies Among Pediatric and Young Adult Survivors of Differentiated Thyroid Cancer: Real-World Evidence.
PMID 42605188 Published: 2026-08-16 Ingested: 2026-08-19 09:15 AM Thyroid : official journal of the American Thyroid Association
AI 59.40
Standard 72.6
Final 66.66
AI Summary

In a matched retrospective cohort, survivors of differentiated thyroid cancer diagnosed before age 40 had increased second-primary-malignancy risk, with stronger associations after repeated radioactive iodine treatment and higher mortality among those with SPMs and/or RAI exposure.

Why It Matters

The reported dose-frequency association supports, but does not prove, the hypothesis that risk-adapted avoidance of unnecessary or repeated RAI could reduce late second malignancies and mortality; prospective or stronger causal analyses are needed before attributing these outcomes to RAI itself.

C
AI 68.00
Standard 65.42
Final 66.58
AI Summary

In a 31-center European real-world cohort of 220 children and young adults receiving tisagenlecleucel for B-ALL relapse after HSCT, prior matched-sibling transplantation, relapse within six months of HSCT, and greater disease burden at lymphodepletion were associated with poorer outcomes and more CAR-T failure.

Why It Matters

The reported associations support using relapse timing, prior donor type, and pre-lymphodepletion disease burden for risk stratification; it is reasonable—but not demonstrated here—to hypothesize that reducing disease burden or developing intensified or alternative strategies for high-risk patients could improve outcomes.

C
Impact of germline predisposition genes to hematologic malignancies on transplant outcomes and donor selection.
PMID 42582185 Published: 2026-07-28 Ingested: 2026-08-17 12:23 AM Frontiers in immunology
AI 66.40
Standard 66.7
Final 66.56
AI Summary

In a retrospective cohort of 558 predominantly allogeneic HSCT recipients, germline predisposition variants—including IACHI-related mutations—were associated with transplant outcomes, and homozygous carriers had better reported outcomes with unrelated rather than related donors.

Why It Matters

The study provides associative evidence that pre-transplant germline screening could inform donor selection; it supports, but does not establish, the hypothesis that avoiding potentially variant-sharing related donors may improve outcomes for homozygous mutation carriers.

C
Population-based genomic detection of childhood cancer predisposition using newborn dried blood spots.
PMID 42586985 Published: 2026-08-12 Ingested: 2026-08-17 12:23 AM Nature communications
AI 70.70
Standard 63.0
Final 66.47
AI Summary

In a Michigan birth cohort, targeted sequencing of archived newborn dried blood spots identified pathogenic or likely pathogenic variants in 11 cancer-predisposition genes among 6.8% of 1,948 children who developed a solid or central nervous system malignancy by age eight, with marked gene–tumor specificity.

Why It Matters

The study provides evidence that selected germline cancer-predisposition variants can be detected at birth and are enriched in children who later develop specific cancers; it is an inference, not tested here, that prospective newborn screening followed by genotype-directed surveillance or preventive intervention could enable earlier diagnosis or improve outcomes.

C
[Recent Advances in the Classification and Treatment of Pediatric Gliomas].
PMID 42604772 Published: 2026-07-01 Ingested: 2026-08-18 09:15 AM No shinkei geka. Neurological surgery
AI 70.40
Standard 63.24
Final 66.46
AI Summary

This review summarizes WHO CNS5 molecular classification and genotype-directed treatment advances in pediatric gliomas, including MAPK-pathway targeting, dordaviprone for H3 K27-altered diffuse midline glioma, and fusion-directed therapies for infant-type hemispheric gliomas.

Why It Matters

The supplied review supports molecular profiling as a basis for selecting targeted therapies in pediatric glioma; it is reasonable to infer that matching MAPK alterations or NTRK, ROS1, and ALK fusions to corresponding inhibitors could improve outcomes in molecularly defined subgroups, but this record provides no primary efficacy, safety, or comparative outcome data.

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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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