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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
AI Summary

This systematic review reports that pediatric chemotherapy protocols may improve survival in adults with rhabdomyosarcoma, while evidence for Ewing sarcoma and osteosarcoma is limited, and that adults generally receive lower chemotherapy exposure and experience different toxicity patterns than children.

Why It Matters

The evidence supports an association between pediatric-protocol treatment and improved survival in one non-metastatic adult rhabdomyosarcoma cohort; inferentially, maintaining adequate chemotherapy exposure and including disease-specific agents could improve adult sarcoma outcomes, but this requires confirmation in prospective studies and careful toxicity assessment.

A
Clinical predictors of response to Atezolizumab-bevacizumab in Child-Pugh B patients with hepatocellular carcinoma.
PMID 42276190 Published: 2026-06-11 Ingested: 2026-08-02 12:07 AM JHEP reports : innovation in hepatology
AI 62.40
Standard 85.62
Final 75.17
AI Summary

This retrospective international multicenter study reports that, among patients with unresectable hepatocellular carcinoma and Child-Pugh B cirrhosis, atezolizumab/bevacizumab was associated with longer survival than sorafenib and that ALBI grade 1/2 without extrahepatic metastasis identified a subgroup with better outcomes.

Why It Matters

The record supports an association between preserved liver function, absence of extrahepatic metastasis, and better outcomes with first-line atezolizumab/bevacizumab; it remains an inference requiring prospective validation that selecting patients by these features and actively treating underlying liver disease will improve survival.

A
Beyond Glycolysis: Targeting Non-Glycolytic Metabolic Pathways in Brain Tumors for Therapeutic Innovation: A Narrative Review.
PMID 42255087 Published: 2026-05-31 Ingested: 2026-08-02 12:06 AM Health science reports
AI 60.70
Standard 86.84
Final 75.08
AI Summary

This narrative review synthesizes preclinical and translational evidence that fatty acid oxidation, amino acid metabolism, mitochondrial dynamics, oxidative phosphorylation, and the kynurenine–AHR axis support brain-tumor survival, resistance, and immune evasion and may provide combination-treatment targets.

Why It Matters

The reviewed evidence suggests that inhibiting selected non-glycolytic metabolic dependencies may sensitize metabolically defined brain tumors to radiotherapy, immunotherapy, or other treatments; this remains an inferred therapeutic strategy requiring brain-penetrant agents, biomarkers, and prospective clinical validation.

AI Summary

In this adult phase 3 HCC trial, adding STRIDE immunotherapy and lenvatinib to TACE significantly improved progression-free survival versus TACE alone, but overall survival was not significantly improved at the reported cutoff and serious adverse events were more frequent with the triplet regimen.

Why It Matters

Evidence: STRIDE plus lenvatinib plus TACE reduced the risk of progression or death relative to TACE in embolisation-eligible adult HCC (HR 0.70), while an overall-survival benefit remained unproven and toxicity increased. Inference: combining checkpoint blockade and anti-angiogenic therapy with embolisation might improve disease control, but applicability to pediatric liver cancers cannot be inferred from this adult-only record.

A
AI 59.40
Standard 87.5
Final 74.86
AI Summary

This retrospective single-center study of 102 pediatric patients with very-high-risk or high-risk rhabdomyosarcoma found no significant differences in remission duration or 2-year event-free survival among three maintenance approaches, reported no grade 3 or higher treatment-related adverse events, and associated PAX-FOXO1 fusion, CDK4 mutation, and TP53 mutation with unfavorable remission duration.

Why It Matters

The evidence supports the feasibility and potential prognostic value of targeted-drug and oral-chemotherapy maintenance strategies, including longitudinal ctDNA monitoring; it remains an inference—not proof—that ctDNA-guided maintenance selection could improve outcomes, because the retrospective nonrandomized comparisons did not establish efficacy equivalence or clinical utility.

B
Gene-based immunotherapy in osteosarcoma: from oncolytic vectors to engineered immune cells.
PMID 42614473 Published: 2026-08-04 Ingested: 2026-08-21 09:15 AM Frontiers in immunology
AI 63.90
Standard 83.32
Final 74.58
AI Summary

This review synthesizes osteosarcoma-specific and extrapolated evidence for oncolytic vectors, engineered immune cells, antigen-directed strategies, and non-viral gene delivery, while outlining combination approaches, knowledge gaps, and the clinical-trial landscape.

Why It Matters

The supplied evidence shows limited checkpoint-inhibitor activity in unselected osteosarcoma and describes several barriers to antitumor immunity; the inferred therapeutic hypothesis is that gene-based platforms could overcome these barriers by inducing antigen release, delivering local immune signals, or engineering tumor recognition, although efficacy and safety in pediatric osteosarcoma remain unestablished.

A
AI 56.90
Standard 89.0
Final 74.56
AI Summary

In a multicenter phase III trial of 258 patients aged 18–75 years with newly diagnosed grade 3 or 4 glioma, reducing the adjuvant radiotherapy CTV margin from 2 cm to 1 cm did not significantly alter PFS, OS, or recurrence distribution, although survival estimates numerically favored the standard-margin group.

Why It Matters

The trial provides evidence that a 1-cm CTV margin does not significantly increase marginal or out-of-field recurrence; it may therefore reduce irradiation of normal brain while preserving disease control, but reduced toxicity was not reported and the confidence intervals and numerical survival trends do not establish equivalence or noninferiority.

A
Adoptive Cell Therapy for Pediatric Solid Tumors.
PMID 39929734 Published: 2026-06-01 Ingested: 2026-08-02 12:07 AM Cold Spring Harbor perspectives in medicine
AI 59.60
Standard 86.52
Final 74.41
AI Summary

This article reviews the development, manufacture, clinical results, obstacles, and future combination strategies for adoptive cell therapies in pediatric solid tumors.

Why It Matters

The supplied record reports clinical experience supporting evaluation of adoptive cell therapy safety, feasibility, and efficacy; it further infers that improved cell products and combination therapies could overcome solid-tumor barriers while potentially limiting acute and long-term toxicity, but no specific effective regimen is established in the abstract.

B
EARLY RESPONSE AND GENETICS DEFINE RELAPSE RISK AFTER FRONTLINE BLINATUMOMAB IN CHILDHOOD B-ALL: A COHORT STUDY.
PMID 42679210 Published: 2026-09-01 Ingested: 2026-09-03 09:15 AM Blood advances
AI 71.20
Standard 76.94
Final 74.36
AI Summary

In a national cohort of 225 children and young people receiving frontline blinatumomab for chemotherapy-intolerant or resistant B-ALL, post-cycle-1 MRD and selected genetic features identified relapse risk more effectively than conventional chemotherapy-era factors.

Why It Matters

The cohort provides evidence that cycle-1-end MRD, IKZF1plus, and DUX4 rearrangement can stratify relapse risk after frontline blinatumomab; it is an inference requiring prospective validation that this model could safely guide treatment intensification for high-risk patients or de-intensification for those without these features.

AI Summary

This record reports the design of a 284-participant randomized, open-label trial comparing structured supervised exercise with exercise recommendations for prevention of treatment-related cardiac dysfunction in adult women receiving anthracyclines and/or trastuzumab for stage I–III breast cancer.

Why It Matters

The planned trial will test whether structured aerobic and resistance exercise reduces biomarker- or imaging-defined cardiac dysfunction relative to exercise advice alone; any preventive benefit, quality-of-life improvement, or applicability to pediatric oncology remains hypothetical because no results are reported and eligibility begins at age 18.

B
Liver Transplantation Following Hepatocellular Carcinoma Rupture and Long-Term Immunotherapy: A Case Report.
PMID 42603198 Published: 2026-08-15 Ingested: 2026-08-17 09:15 AM Journal of gastrointestinal cancer
AI 64.60
Standard 82.02
Final 74.18
AI Summary

This case report describes a 54-year-old man with ruptured, multifocal unresectable HCC who had four years of stable disease on intralesional Pexa-Vec plus nivolumab, subsequently underwent liver transplantation, and remained free of recurrence and graft rejection at 24 months.

Why It Matters

Evidence from this single adult case shows prolonged disease control, necrosis or regression in tumor lesions, and successful transplantation after withdrawal of combined oncolytic virotherapy and PD-1 blockade; it is an inference—not established efficacy—that this regimen could downstage selected advanced HCC patients or bridge them to transplantation.

A
Clinical characteristics, management and outcomes in immune checkpoint inhibitor-induced central nervous system demyelinating disease.
PMID 42625088 Published: 2026-08-21 Ingested: 2026-08-23 09:15 AM Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology
AI 59.20
Standard 85.76
Final 73.81
AI Summary

This systematic review pooled 60 published cases of immune checkpoint inhibitor-associated central nervous system demyelinating disease, characterizing presentations, timing, management, outcomes, and a 16.7% relapse frequency.

Why It Matters

The evidence shows that most reported patients received corticosteroids and discontinued checkpoint inhibition, with 71.7% reported to have favorable outcomes; it is reasonable but not proven to hypothesize that early syndrome recognition, antibody testing, and prompt individualized immunosuppression could reduce neurological morbidity or relapse.

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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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