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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
1,338 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
B
Precision Medicine in Dermatology: MEK Inhibition and MAPK Pathway Modulation for Congenital Melanocytic Nevi.
PMID 42652214 Published: 2026-08-14 Ingested: 2026-08-29 09:15 AM Biomedicines
AI 54.20
Standard 70.44
Final 63.13
AI Summary

This literature review summarizes preclinical and clinical evidence for genetically informed MEK inhibition of MAPK signaling in congenital melanocytic nevi and discusses its potential integration with surgery.

Why It Matters

The supplied review reports early evidence supporting MAPK pathway modulation in CMN; it is reasonable but still inferential to hypothesize that biomarker-selected MEK inhibition could reduce nevus burden or malignant-transformation risk while complementing surgery, because long-term efficacy, safety, and preventive benefit are not established here.

B
Laparoscopic liver resection for pediatric liver tumors: a systematic review and meta-analysis.
PMID 42568476 Published: 2026-07-24 Ingested: 2026-08-17 12:23 AM Frontiers in pediatrics
AI 50.90
Standard 73.0
Final 63.06
AI Summary

This systematic review and meta-analysis of nine studies involving 144 pediatric LLR patients reports that laparoscopic liver resection was feasible in selected patients, with longer operative time but shorter hospitalization than open resection and limited evidence on long-term oncologic outcomes.

Why It Matters

The evidence suggests that laparoscopic liver resection may offer selected children a shorter hospital stay without greater blood loss than open surgery; it remains an inference—not established by these non-randomized data—that appropriately selected patients could achieve comparable long-term cancer control with reduced perioperative burden.

B
AI 45.20
Standard 77.64
Final 63.04
AI Summary

In a national retrospective cohort of 4,247 people aged under 25 who died after a cancer diagnosis in England during 2012–2020, 52% received defined high-intensity end-of-life treatment and 45% died in hospital, with variation by age and cancer type.

Why It Matters

The evidence identifies frequent intensive treatment near death but does not establish that it was inappropriate or that a particular intervention improves outcomes; as an inference, earlier or better-integrated palliative-care pathways could potentially reduce non-beneficial treatment and hospital deaths, which requires prospective evaluation.

B
AI 52.10
Standard 71.8
Final 62.94
AI Summary

In a 15-center Argentine retrospective cohort of 305 adolescents and adults with Philadelphia chromosome-negative acute lymphoblastic leukemia, public-institution treatment was associated with worse overall survival and substantially lower access to indicated first-line allogeneic stem cell transplantation.

Why It Matters

The study provides observational evidence that healthcare setting is associated with transplant access and survival; it supports, but does not test, the hypothesis that interventions removing referral, donor-search, financial, or capacity barriers could increase timely transplantation and potentially improve outcomes among eligible patients.

C
Ventricular Arterial Coupling as a Marker of Early Cardiotoxicity in Survivors of Childhood Cancer.
PMID 42776234 Published: 2026-09-23 Ingested: 2026-09-25 09:15 AM Pediatric cardiology
AI 55.60
Standard 68.92
Final 62.93
AI Summary

In a retrospective cohort of 69 childhood cancer survivors with preserved follow-up LVEF, ventricular-arterial coupling was associated with anthracycline exposure and cardiotoxicity risk but did not differ overall between survivors and healthy controls or outperform LVEF.

Why It Matters

The study provides evidence that VAC may complement echocardiographic surveillance in higher-risk childhood cancer survivors; it remains an inference, requiring prospective validation, that VAC-guided monitoring could enable earlier cardioprotective intervention or improve outcomes.

C
A clinical activation protocol improves response time to urgent/emergent neurosurgical care in children with brain tumors and intracranial hemorrhage.
PMID 42645514 Published: 2026-08-26 Ingested: 2026-08-28 09:15 AM Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery
AI 58.40
Standard 66.62
Final 62.92
AI Summary

In a retrospective matched case-control study of 64 children with brain tumors or non-traumatic intracranial hemorrhage, implementation of a multidisciplinary emergency activation protocol was associated with shorter consultation-to-operating-room times and, in urgent hemorrhage cases, faster initial imaging.

Why It Matters

The reported evidence supports improved workflow timing after protocol activation; it is reasonable but unproven to hypothesize that reducing these delays could improve neurologic or oncologic outcomes, because morbidity, survival, safety, and other patient-centered outcomes were not reported.

C
Prospective Evaluation of Single-Time-Point Methotrexate Monitoring During High-Dose Therapy in Pediatric Leukemias and Lymphomas.
PMID 42720544 Published: 2026-09-10 Ingested: 2026-09-12 09:15 AM Pediatric blood & cancer
AI 57.70
Standard 67.16
Final 62.90
AI Summary

In a prospective observational cohort of 32 children receiving 106 high-dose methotrexate cycles for high-risk acute lymphoblastic leukemia, 48-hour single-point monitoring identified adequate clearance in 74.5% of cycles and elevated levels were associated with several toxicities.

Why It Matters

The study provides preliminary evidence that a single 48-hour methotrexate measurement can guide discharge and trigger intensified hydration and leucovorin rescue in a preselected pediatric population; it is inferred, but not established, that this strategy could preserve safety while reducing monitoring burden and cost in resource-limited settings.

C
Efgartigimod as a salvage therapy for anti-NMDAR encephalitis patients after first-line treatment failure: a case series.
PMID 42666164 Published: 2026-08-14 Ingested: 2026-08-31 09:15 AM Frontiers in neurology
AI 60.10
Standard 65.18
Final 62.89
AI Summary

In a retrospective case series of five patients with anti-NMDAR encephalitis after first-line treatment failure, intravenous efgartigimod was associated with reduced disability scores and serum IgG, CSF antibody negativity in four patients, improvement in MRI or EEG abnormalities, and no reported serious adverse effects.

Why It Matters

The reported clinical and biomarker changes support investigating FcRn inhibition as salvage therapy for refractory anti-NMDAR encephalitis; it is inferred, but not established by this uncontrolled series, that depletion of pathogenic IgG caused the neurological improvement or that the approach would benefit pediatric-oncology patients.

C
Cellular adhesion-dependent 3D morphogenesis indicating brain tumor aggressiveness and chemosensitivity in spherical cavity culture.
PMID 42571018 Published: 2026-08-08 Ingested: 2026-08-17 12:23 AM Experimental hematology & oncology
AI 63.50
Standard 62.4
Final 62.89
AI Summary

The study reports that neuroblastoma and patient-derived glioblastoma cells exhibit adhesion-associated morphologies in a 3D spherical cavity platform, with N-cadherin blockade disrupting spheroids and enhancing DOX cytotoxicity in malignant phenotypes.

Why It Matters

The reported 3D associations and ADH-1 experiments support N-cadherin as an adhesion-related vulnerability; it remains an inference, not clinical evidence, that N-cadherin inhibition combined with chemotherapy could improve treatment selection or responses in aggressive neuroblastoma or glioblastoma.

C
PAX3::FOXO1-Targeting PROTAC Induces Myogenic Differentiation of Fusion-Positive Rhabdomyosarcoma Cells.
PMID 42588596 Published: 2026-07-23 Ingested: 2026-08-17 12:23 AM Cancers
AI 70.60
Standard 56.5
Final 62.84
AI Summary

The study reports that PAX3::FOXO1-directed PROTACs degraded up to 70% of endogenous fusion protein in fusion-positive rhabdomyosarcoma cell lines, altered its gene-expression signature, induced myogenic differentiation, synergized with vincristine, and reduced anchorage-independent growth by more than 80%.

Why It Matters

The supplied in-vitro evidence supports targeted, proteasome-dependent degradation of PAX3::FOXO1 and associated differentiation and growth impairment; it is reasonable but still inferential to hypothesize that optimized clinical-grade degraders could suppress fusion-positive rhabdomyosarcoma or enhance vincristine activity in patients.

C
The BAIAP2 Pathway Regulates Proliferation and Migration in Medulloblastoma.
PMID 42680102 Published: 2026-09-01 Ingested: 2026-09-03 09:15 AM The Journal of biological chemistry
AI 60.90
Standard 64.4
Final 62.83
AI Summary

The study reports that BAIAP2 is overexpressed in medulloblastoma, that its knockdown reduces medulloblastoma-cell proliferation and migration, and that the BAIAP2-binding compound NSC678917 produces similar cellular effects.

Why It Matters

The supplied evidence identifies BAIAP2 as a candidate medulloblastoma dependency and NSC678917 as a BAIAP2-binding preclinical hit; it is reasonable—but not yet demonstrated—to hypothesize that pharmacologic disruption of the BAIAP2 pathway could limit tumor growth or dissemination in vivo.

B
AI 46.70
Standard 76.0
Final 62.82
AI Summary

This single-institution retrospective cohort of 10 patients with desmoid-type fibromatosis reports a 60% overall response rate, sustained disease control in several cases, and no grade 3–4 adverse events with a strategy using celecoxib followed by methotrexate-vinblastine for progression.

Why It Matters

The observed outcomes suggest that celecoxib may provide a tolerable initial disease-control option and that methotrexate-vinblastine may salvage some progressing cases; however, the inference that this sequence should be a primary treatment strategy requires confirmation in larger, age-specific prospective comparisons.

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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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