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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
C
AI 73.80
Standard 67.36
Final 70.26
AI Summary

In a prospective single-center cohort of 180 children with HLH, an integrated framework combining etiology, diagnostic and day-7 cytokine profiles, and lymphocyte subsets internally predicted mortality and treatment escalation with high discrimination.

Why It Matters

The study provides observational evidence that etiology-specific immune phenotypes and the day-7 IFN-γ ratio are associated with mortality and escalation; if prospectively confirmed in external cohorts, these markers could support earlier risk-adapted treatment escalation, but the record does not show that biomarker-guided treatment improves outcomes.

B
CAR-T cell therapy: potential for paediatric brain tumours-an update.
PMID 42663750 Published: 2026-08-28 Ingested: 2026-08-30 09:15 AM Journal of neuro-oncology
AI 62.10
Standard 76.92
Final 70.25
AI Summary

This update reviews early clinical experience with CAR-T cells for pediatric CNS tumors, emphasizing variation in antigen targets, delivery routes, lymphodepletion, and CAR design alongside challenges from immunosuppression, toxicity, T-cell exhaustion, and antigen heterogeneity.

Why It Matters

The supplied record indicates that pediatric CNS CAR-T trials have produced encouraging early clinical results; it is reasonable but still inferential to hypothesize that optimizing delivery, target selection, lymphodepletion, and CAR engineering could improve efficacy and manage toxicity in pediatric brain tumors.

C
Oncogenic DHX15 mutation enhances mitochondrial metabolism and sustains leukemia stemness.
PMID 42629390 Published: 2026-08-21 Ingested: 2026-08-24 09:15 AM Leukemia
AI 74.90
Standard 66.4
Final 70.23
AI Summary

The study reports that DHX15 R222G is associated with inferior prognosis in pediatric RUNX1::RUNX1T1-positive AML, promotes leukemia stem-cell activity and chemotherapy resistance through TFAM-linked oxidative phosphorylation, and creates preclinical sensitivity to the Complex V inhibitor S-Gboxin.

Why It Matters

The supplied evidence supports DHX15 R222G as a candidate risk biomarker and shows anti-leukemic activity of OXPHOS inhibition in the studied leukemia setting; it remains an inference, requiring prospective validation and human testing, that patients with RUNX1::RUNX1T1-positive, DHX15-mutant AML would benefit from an OXPHOS inhibitor or its combination with chemotherapy.

B
Orthodontic treatment outcomes and safety for secondary dentofacial deformities after childhood cancer therapy: a systematic review and meta-analysis.
PMID 42597220 Published: 2026-07-15 Ingested: 2026-08-17 12:23 AM American journal of cancer research
AI 56.40
Standard 81.48
Final 70.19
AI Summary

This meta-analysis of 10 clinical studies reports that orthodontic intervention after childhood cancer therapy may improve occlusal outcomes and oral health-related quality of life, while survivors had a higher pooled risk of treatment-related complications than comparison groups.

Why It Matters

The supplied evidence suggests orthodontic treatment can provide functional and quality-of-life benefits in childhood cancer survivors but may require survivor-specific risk assessment and monitoring; the inference that tailored protocols could reduce complications remains untested by this review.

B
Therapeutic Advances in Adult B-cell Acute Lymphoblastic Leukemia with KMT2A Rearrangements.
PMID 42593564 Published: 2026-07-24 Ingested: 2026-08-17 12:23 AM Annals of hematology
AI 64.90
Standard 74.0
Final 69.91
AI Summary

This review summarizes chemotherapy, allo-HSCT, antibody and cellular immunotherapies, menin inhibitors, and other molecular strategies for adults with high-risk KMT2A-rearranged B-ALL, including reported resistance through antigen loss, lineage switch, and emerging drug-resistance mechanisms.

Why It Matters

The supplied record supports clinical and biological interest in immunotherapies and KMT2A-directed menin inhibition in adult KMT2Ar B-ALL; it is reasonable—but not established by this review—to hypothesize that rational combinations targeting both leukemic dependency and immune escape could reduce relapse, pending prospective trials.

AI Summary

In a retrospective propensity-score-matched study of adult hepatocellular carcinoma with portal vein tumor thrombus, adding intensity-modulated radiotherapy to immunotherapy plus targeted therapy was associated with longer overall and progression-free survival without a statistically significant increase in grade 3–4 adverse events.

Why It Matters

The reported evidence supports an association, in adults with hepatocellular carcinoma and portal vein tumor thrombus, between adding IMRT to immunotherapy plus targeted therapy and improved survival; it remains an inference requiring prospective randomized testing that local radiotherapy provides causal benefit, and the record provides no evidence for extrapolation to pediatric liver cancer.

AI Summary

This record describes a planned 316-participant, multicenter, double-blind randomized trial comparing an herbal TSZA regimen plus psychological intervention with a low-dose active herbal control plus psychological intervention for psychoneurological symptoms in adults with ovarian cancer.

Why It Matters

The protocol tests whether adding Compound Ciwujia Granules to psychological intervention and standard ovarian-cancer care can reduce psychoneurological symptom burden and improve quality of life; potential effects through neuroendocrine or immune pathways are exploratory hypotheses, not demonstrated mechanisms.

B
AI 67.60
Standard 71.16
Final 69.56
AI Summary

In a retrospective multicenter cohort of 107 InO-responsive patients aged ≥15 years with relapsed/refractory B-ALL, transplantation within 50 days of the last InO dose and greater InO exposure were associated with more SOS, non-relapse mortality, and inferior survival.

Why It Matters

The study provides observational evidence that a shorter InO-to-HCT interval and greater InO exposure identify patients at increased post-transplant risk; it supports—but does not prove—the hypothesis that delaying HCT beyond 50 days when clinically feasible, limiting InO cycles, or adapting conditioning and monitoring could reduce SOS and improve outcomes.

B
AI 66.70
Standard 71.8
Final 69.50
AI Summary

ANZCHOG reports an Australasian clinical practice guideline covering asparaginase product selection, serum activity monitoring, hypersensitivity management, and responses to suboptimal asparagine depletion in children, adolescents, and young adults with acute lymphoblastic leukaemia or lymphoblastic lymphoma.

Why It Matters

The record supports standardising asparaginase monitoring and hypersensitivity management to help maintain adequate treatment exposure; it is reasonable but not demonstrated here to infer that implementation could reduce avoidable underexposure and improve outcomes or toxicity management.

B
French treatment recommendations for malignant non-seminomatous germ cell tumours in children and adolescents.
PMID 42697817 Published: 2026-09-04 Ingested: 2026-09-06 09:15 AM Bulletin du cancer
AI 57.10
Standard 79.54
Final 69.44
AI Summary

This article presents updated French national treatment recommendations for pediatric and adolescent malignant non-seminomatous germ cell tumors, using age, tumor site and stage, and initial tumor-marker levels to guide surgery and risk-adapted platinum-based chemotherapy.

Why It Matters

The record supports risk-stratified management emphasizing organ-preserving oncologic surgery and optimized platinum-based chemotherapy; it is reasonable—but not demonstrated by outcome data in this abstract—to hypothesize that this approach could maintain disease control while reducing treatment-related toxicity.

C
Immunogenomic profiling reveals targets for gene therapy in pediatric brain tumors.
PMID 42592420 Published: 2026-07-27 Ingested: 2026-08-17 12:23 AM Neuro-oncology advances
AI 69.10
Standard 69.72
Final 69.44
AI Summary

Integrated genomic, transcriptomic, and immune profiling of six primary pediatric diffuse midline gliomas identified heterogeneous pathway dependencies, a GD2-compatible tumor subset, an immune-sparse microenvironment, and predicted neoantigens that activated healthy-donor T cells and yielded clonally expanded TCRs.

Why It Matters

The reported findings support—but do not establish—the hypothesis that molecularly selected pDMG subsets could be treated with GD2-directed CAR-T cells or TCR-T cells recognizing validated mutation-associated neoantigens; tumor-specific recognition, killing, safety, and clinical benefit remain untested in the supplied record.

B
AI 60.20
Standard 76.78
Final 69.32
AI Summary

This single-center retrospective cohort found no significant overall survival disadvantage with chemotherapy relative dose intensity below 85% in locoregionally advanced pediatric nasopharyngeal carcinoma, while pretreatment EBV DNA was prognostic and exploratory analysis suggested a dose-intensity association within the lower-EBV-DNA subgroup.

Why It Matters

The reported evidence supports an association-based hypothesis—not a treatment recommendation—that pretreatment plasma EBV DNA might help identify pediatric patients in whom chemotherapy dose reduction is more or less appropriate; prospective studies must establish whether biomarker-guided dosing preserves survival and reduces toxicity.

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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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