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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 56.60
Standard 68.84
Final 63.33
AI Summary

This analysis reports four radiation-induced tumors among 119 children previously treated with pencil beam scanning proton therapy for intracranial ependymoma and Monte Carlo estimates showing higher secondary-neutron exposure from one institutional gantry than another, while treating the possible relationship as hypothesis-generating.

Why It Matters

The record supports a device-specific difference in calculated secondary-neutron exposure but does not establish that this caused the observed tumors; it is reasonable to hypothesize that reducing neutron emissions through proton-delivery optimization could lower long-term secondary-tumor risk, requiring validation in larger cohorts with longer follow-up and control of treatment-related confounders.

B
Predisposing, Precipitating, Perpetuating, and Protective Factors Associated With Distress in the Siblings of Children With Cancer: A Systematic Review.
PMID 42657914 Published: 2026-08-27 Ingested: 2026-08-29 09:15 AM Journal of pediatric hematology/oncology nursing
AI 53.40
Standard 71.4
Final 63.30
AI Summary

This systematic review of 12 articles categorized 19 factors associated with increased or decreased psychological distress among siblings of children receiving active cancer treatment using a predisposing, precipitating, perpetuating, and protective framework.

Why It Matters

The review provides associative evidence that factors such as perceived lifestyle threat and caregiving burden identify siblings at greater risk of distress, while protective factors correlate with less distress; it is reasonable—but not demonstrated here—to hypothesize that screening for these factors and targeting modifiable burdens could improve sibling psychosocial outcomes.

C
AI 69.10
Standard 58.56
Final 63.30
AI Summary

The study reports that virtual-screening-identified CDK12-IN-3 binds ALK, inhibits neuroblastoma phenotypes and ALK-associated signaling in cell models, and suppresses xenograft growth after oral administration in mice.

Why It Matters

The supplied evidence supports CDK12-IN-3 as a preclinical ALK-targeting lead with activity against neuroblastoma models; it is reasonable but still inferential that optimization could yield a therapy for ALK-driven or ALK-inhibitor-resistant neuroblastoma, because clinical efficacy, pharmacokinetics, durable selectivity, and direct activity in resistance models were not established.

B
Long-term impact of childhood exposure to interparental physical violence on cancer risk in adulthood: a prospective cohort study.
PMID 42592666 Published: 2026-08-13 Ingested: 2026-08-17 12:23 AM European journal of psychotraumatology
AI 43.30
Standard 79.4
Final 63.16
AI Summary

In a prospective cohort of 11,825 Chinese adults aged 45 years or older, reported childhood exposure to interparental physical violence was associated with higher self-reported physician-diagnosed adult cancer incidence, with depressive symptoms statistically mediating part of the association.

Why It Matters

The evidence supports an observational association and partial statistical mediation by depressive symptoms; it can be hypothesized—but is not demonstrated—that preventing childhood exposure to domestic violence or providing early psychological support could reduce later cancer risk.

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.

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
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.

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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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