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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

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PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

38964 results
B
Molecular therapy for papillary craniopharyngioma: a multi-institutional analysis of practice patterns across the RAPID Consortium.
PMID 42599619 Published: 2026-08-14 Ingested: 2026-08-17 12:23 AM Journal of neuro-oncology
AI 75.60
Standard 72.34
Final 73.81
AI Summary

This multi-institutional retrospective analysis reports frequent radiographic responses to BRAF-directed therapy in BRAF V600E-mutant papillary craniopharyngioma and identifies radiation-sparing, monotherapy, and longer-course strategies as feasible options requiring further study.

Why It Matters

The reported human observational evidence supports activity of BRAF and/or BRAF–MEK inhibition in BRAF V600E-mutant papillary craniopharyngioma; it is reasonable but not proven to hypothesize that optimized targeted-therapy regimens could reduce radiation exposure and associated toxicity while preserving tumor control, particularly in younger patients.

B
AI 72.20
Standard 75.1
Final 73.80
AI Summary

This systematic review of 97 studies reports that thiopurines are associated with hepatic microvascular injury, with the strongest causal evidence coming from randomized pediatric acute lymphoblastic leukemia comparisons showing more sinusoidal obstruction syndrome and portal-hypertension phenotypes with prolonged 6-thioguanine than with 6-mercaptopurine.

Why It Matters

The evidence supports avoiding or limiting prolonged 6-thioguanine exposure in pediatric ALL maintenance and evaluating new thrombocytopenia or splenomegaly for portal hypertension; it is a plausible but not directly established inference that exposure-tailored monitoring and early thiopurine withdrawal could prevent progression to severe complications or chronic PSVD.

B
AI 60.80
Standard 84.4
Final 73.78
AI Summary

In a 342-patient adult phase 3 trial, on-demand TACE plus atezolizumab and bevacizumab improved investigator-assessed TACE progression-free survival versus TACE alone in unresectable hepatocellular carcinoma, while overall survival remained immature and treatment-related deaths occurred in both groups.

Why It Matters

The trial provides evidence that adding atezolizumab and bevacizumab to on-demand TACE can delay unTACEable progression, TACE failure or refractoriness, or death in selected adults with untreated unresectable hepatocellular carcinoma; it is an inference—not evidence from this record—that this strategy improves overall survival or has utility in pediatric liver cancer.

C
Inhibiting PIK3C3/VPS34 enhances anti-GD2 immunotherapy in neuroblastoma.
PMID 42622137 Published: 2026-08-20 Ingested: 2026-08-22 09:15 AM Autophagy
AI 80.80
Standard 68.0
Final 73.76
AI Summary

The study reports that genetic or pharmacological PIK3C3/VPS34 inhibition directly impairs neuroblastoma growth, increases tumor-cell surface GD2, enhances anti-GD2 antibody-dependent NK-cell cytotoxicity, and produces durable tumor suppression with anti-GD2 therapy in vivo.

Why It Matters

The supplied evidence supports PIK3C3/VPS34 inhibition as a preclinical enhancer of anti-GD2 activity through tumor-cell killing, altered endolysosomal control of surface GD2, and remodeling of antitumor immunity; it remains an inference that this combination would be safe, tolerable, or clinically effective in children with high-risk neuroblastoma.

B
AI 63.20
Standard 82.34
Final 73.73
AI Summary

This narrative review found that eating behavior is rarely measured rigorously after craniopharyngioma and identified one randomized trial in which the MC4R agonist setmelanotide reduced hyperphagia and produced significant weight loss in craniopharyngioma-related obesity.

Why It Matters

The supplied review supports an early human therapeutic signal that MC4R agonism may reduce hyperphagia and weight in craniopharyngioma-related hypothalamic obesity; whether this produces durable, tolerable, and clinically meaningful benefit—particularly in childhood-onset disease—remains to be confirmed.

AI Summary

In 203 pediatric patients undergoing alpha-beta T-cell/CD19-depleted haploidentical transplantation, retrospectively predicted low thiotepa/TEPA exposure was associated with more graft rejection, while high predicted exposure was associated with more TA-TMA, non-relapse mortality, and lower overall survival.

Why It Matters

The observational evidence supports an exposure–outcome relationship but not a dosing intervention; it suggests, as a testable inference, that prospectively validated model-informed thiotepa dosing toward an intermediate cAUCtotal near 45 mg·hr/L could reduce rejection from underexposure and toxicity or mortality from overexposure.

B
Percutaneous Management of Desmoid Tumors.
PMID 42631901 Published: 2026-08-22 Ingested: 2026-08-24 09:15 AM Current oncology reports
AI 68.60
Standard 77.8
Final 73.66
AI Summary

This review reports that image-guided percutaneous treatments—especially cryoablation—can provide high local control and symptom relief for extra-abdominal desmoid tumors, while emphasizing that the evidence is predominantly retrospective and lacks direct comparisons.

Why It Matters

Evidence summarized in the record supports percutaneous ablation as a local-control option for progressive or symptomatic extra-abdominal desmoid tumors; it is reasonable but not yet proven to infer that careful integration with systemic therapy could reduce morbidity or improve treatment sequencing, including in pediatric patients.

B
Evaluation of globe-preserving therapies in unilateral cT2/cT3 retinoblastoma: a multicentre study of 1566 eyes.
PMID 42680557 Published: 2026-09-01 Ingested: 2026-09-03 09:15 AM The British journal of ophthalmology
AI 68.00
Standard 78.0
Final 73.50
AI Summary

In a multicentre retrospective cohort of 1566 treatment-naïve unilateral cT2/cT3 retinoblastoma eyes, intra-arterial chemotherapy was associated with greater globe salvage than intravenous chemotherapy in cT3b/c disease, without reported survival differences versus primary enucleation, while cT3d eyes showed no globe-salvage advantage.

Why It Matters

The reported clinical associations support investigating intra-arterial chemotherapy as a globe- and vision-preserving strategy for selected cT3b/c retinoblastoma; whether it provides equivalent long-term oncologic safety or a causal advantage over other treatments remains inferential because this was a retrospective, non-randomized study.

A
AI 55.80
Standard 87.82
Final 73.41
AI Summary

In an open-label randomized trial of 75 peanut-allergic children aged 1–3 years, three years of slow-up-dosing, low-maintenance peanut oral immunotherapy produced substantially greater sustained unresponsiveness and tolerated peanut doses than avoidance, although severe dose-related reactions occurred in some children.

Why It Matters

The trial provides evidence that this low-dose, slowly escalated oral-immunotherapy protocol can increase peanut tolerance in preschool children; it is an inference—not established by a direct protocol comparison—that slower escalation and lower maintenance dosing are safer than other oral-immunotherapy regimens, and the record provides no pediatric-oncology therapeutic hypothesis.

B
Fertility Outcomes in Leukemia Survivors by Treatment Modality: A Systematic Review and Meta-Analysis.
PMID 42588672 Published: 2026-07-30 Ingested: 2026-08-17 12:23 AM Cancers
AI 60.70
Standard 83.34
Final 73.15
AI Summary

This systematic review and meta-analysis of 42 studies encompassing 2,048 leukemia survivors reports substantially higher infertility after HSCT, testicular irradiation, and high-dose TBI than after chemotherapy alone, supporting treatment-exposure-based fertility counseling and follow-up.

Why It Matters

Evidence from the pooled observational literature indicates that infertility risk differs markedly by treatment exposure; it is reasonable—but not directly tested here—to hypothesize that early risk stratification and modality-specific fertility-preservation pathways could reduce avoidable reproductive harm or improve reproductive planning.

A
AI 55.80
Standard 87.24
Final 73.09
AI Summary

This component network meta-analysis of 41 RCTs involving 5,804 patients with small hepatocellular carcinoma found that several combination approaches—particularly TACE plus surgical resection—as well as resection alone improved overall and recurrence-free survival relative to radiofrequency ablation, while resection caused more complications.

Why It Matters

The evidence supports comparative therapeutic signals for TACE plus resection, TACE plus RFA, and RFA plus 125I in small hepatocellular carcinoma; it may be inferred that these combinations could improve treatment selection, including an RFA-plus-125I option for unresectable disease, but pediatric applicability and benefit for individual patients are not established by the supplied record.

B
AI 62.60
Standard 81.14
Final 72.80
AI Summary

This review synthesizes high-risk cytogenetic and molecular alterations in pediatric AML and discusses integrating alteration-directed agents, including FLT3 and menin inhibitors, into frontline treatment and pediatric clinical-trial pipelines.

Why It Matters

The supplied record supports genotype-guided risk stratification and identifies targeted therapies already emerging in AML; it is reasonable—but not demonstrated here—to hypothesize that matching pediatric patients to agents such as FLT3 or menin inhibitors and evaluating them earlier in treatment could improve outcomes in genetically defined high-risk subgroups.

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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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