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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
1,440 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.

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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
C
Endoscopic Endonasal Versus Endoscopic Supraorbital Keyhole Surgery for Craniopharyngioma Resection: A 15-Year Single-Center Retrospective Cohort Study.
PMID 42817666 Published: 2026-09-01 Ingested: 2026-10-03 09:15 AM JPMA. The Journal of the Pakistan Medical Association
AI 55.00
Standard 66.0
Final 61.05
AI Summary

In this 15-year single-center retrospective cohort, endoscopic endonasal surgery was associated with higher gross-total resection and 3-month visual improvement rates than endoscopic supraorbital keyhole surgery, although surgical approach differed by tumour anatomy and CSF leakage was numerically more frequent with the endonasal approach.

Why It Matters

The evidence supports an association between the endonasal approach and better resection and visual outcomes in this selected cohort; it may therefore improve anatomy-guided surgical outcomes for appropriately located craniopharyngiomas, but this remains an inference because nonrandom approach allocation and baseline anatomical differences preclude a causal comparison.

C
Evaluation of HDAC8 as a Druggable Target in STAG2-Mutant Ewing Sarcoma.
PMID 42677456 Published: 2026-08-26 Ingested: 2026-09-03 09:15 AM ACS chemical biology
AI 67.00
Standard 56.16
Final 61.04
AI Summary

The study reports that DepMap analysis, CRISPR validation, and the HDAC8 degrader XY-09-36 identify a selective HDAC8 dependency in STAG2-mutant Ewing sarcoma, potentially linked to cohesin regulation.

Why It Matters

The supplied evidence supports HDAC8 as a pharmacologically addressable dependency in STAG2-mutant Ewing sarcoma; it remains an inference, requiring in vivo and clinical validation, that HDAC8 degradation could selectively treat this high-risk subtype.

B
The New Landscape of Cystic Fibrosis in the Era of Highly Effective Cystic Fibrosis Transmembrane Conductance Regulator Modulator Therapy.
PMID 42790887 Published: 2026-09-25 Ingested: 2026-09-27 09:15 AM Journal of mother and child
AI 38.80
Standard 79.14
Final 60.99
AI Summary

This record summarizes genotype-directed CFTR modulator therapy in children and adults with cystic fibrosis, reporting established improvements in pulmonary, nutritional, sweat-chloride, and quality-of-life outcomes while highlighting long-term monitoring, drug interactions, and malignancy as an emerging comorbidity.

Why It Matters

Evidence in the supplied record supports early, genotype-matched CFTR modulation as an effective cystic-fibrosis treatment strategy; it can only be inferred—not concluded—that longer survival, future malignancy risk, and interactions between modulators and anticancer drugs may become relevant to pediatric-oncology care.

B
[Chemotherapy-related central nervous system injury in children with acute lymphoblastic leukemia: research progress].
PMID 42751910 Published: 2026-09-01 Ingested: 2026-09-19 09:15 AM Zhongguo dang dai er ke za zhi = Chinese journal of contemporary pediatrics
AI 48.10
Standard 71.54
Final 60.99
AI Summary

This review summarizes the manifestations, imaging and biomarker-based diagnosis, proposed mechanisms, and current management of chemotherapy-related CNS injury in children with acute lymphoblastic leukemia, while highlighting the absence of standardized stage-specific care pathways.

Why It Matters

The supplied record supports chemotherapy-related CNS injury as an important survivorship and quality-of-life problem; it further proposes—but does not demonstrate—that prevention, monitoring, and supportive interventions tailored to treatment phase and chemotherapy regimen could improve CNS protection.

B
Mechanism of Gu-Ben-Hua-Shi (AESS) Formula Regulating Autophagy Through Hippo-YAP Pathway in Restoring the Skin Barrier in Atopic Dermatitis.
PMID 42730570 Published: 2026-09-01 Ingested: 2026-09-15 09:15 AM Journal of cellular and molecular medicine
AI 42.20
Standard 76.35
Final 60.98
AI Summary

This single-arm observational AD study, supported by mouse and keratinocyte experiments, reports that AESS was associated with improved skin-barrier and immune measures and proposes regulation of autophagy through Hippo-YAP signaling.

Why It Matters

The supplied evidence supports AESS as a candidate skin-barrier intervention in atopic dermatitis and links its effects to keratinocyte autophagy and Hippo-YAP signaling; any relevance to pediatric cancer, cancer-associated dermatitis, or oncology treatment toxicity is purely inferential and was not tested.

B
Wilms' Tumor: Distribution, Demographics, and Outcomes in Sana'a City, Yemen.
PMID 42598367 Published: 2026-07-14 Ingested: 2026-08-17 12:23 AM Cureus
AI 36.70
Standard 80.8
Final 60.96
AI Summary

This prospective single-city cohort described 14 children with Wilms’ tumor in Sana’a, most with early-stage favorable-histology disease, and reported 13 complete remissions and one relapse-related death after a median follow-up of 15 months.

Why It Matters

The observed short-term remissions provide evidence that favorable outcomes are achievable for some children with Wilms’ tumor in this resource-limited setting; it is only an inference that improving access to standardized multimodal therapy and longer surveillance would further improve outcomes, and the study does not establish that limited chemotherapy or omission of radiotherapy is safe or effective.

C
Clinical spectrum and survival outcomes of malignancies in pediatric patients with inborn errors of immunity.
PMID 42666287 Published: 2026-08-14 Ingested: 2026-08-31 09:15 AM Frontiers in immunology
AI 55.00
Standard 65.82
Final 60.95
AI Summary

In a single-center retrospective cohort of 1,668 pediatric patients with inborn errors of immunity, 67 developed malignancy—usually advanced-stage lymphoma and often before IEI recognition—with selected clinical factors associated with survival and no reported relapse among 12 allogeneic HSCT recipients.

Why It Matters

The evidence shows frequent malignancy-first presentation, advanced disease, prognostic associations, and no observed post-transplant relapse in a small selected HSCT subgroup; it supports the inference—not proof—that earlier immunologic evaluation and risk-adapted consideration of HSCT could improve management for some children with IEI-associated cancer.

C
ODC1 inhibition and neuroblastoma: A drug-target Mendelian randomization, eQTL colocalization and drug sensitivity study.
PMID 42638335 Published: 2026-08-24 Ingested: 2026-08-27 09:15 AM British journal of clinical pharmacology
AI 53.80
Standard 66.76
Final 60.93
AI Summary

This study found no genetic or colocalization evidence that ODC1 inhibition alters overall neuroblastoma risk, but computational drug-sensitivity analysis identified an association between higher ODC1 expression and predicted DFMO sensitivity in the MYCN non-amplified subgroup.

Why It Matters

The supplied evidence supports a subgroup-specific association based on predicted drug sensitivity, not demonstrated treatment efficacy; it suggests the testable hypothesis that ODC1 expression may help identify MYCN non-amplified neuroblastomas more likely to respond to DFMO.

C
Beyond Tumor Size: Hilar-to-Central Vessel Distance as a Complementary Safety Metric for Laparoscopic Nephrectomy in Wilms Tumor.
PMID 42594228 Published: 2026-08-13 Ingested: 2026-08-17 12:23 AM Journal of pediatric hematology/oncology
AI 53.10
Standard 67.3
Final 60.91
AI Summary

In a retrospective cohort of 50 children with unilateral Wilms tumor, 12 carefully selected for laparoscopic nephrectomy had favorable perioperative and oncologic outcomes, while greater hilar-to-central vessel distance was associated with surgical approach but did not predict conversion individually.

Why It Matters

The evidence shows that hilar-to-central vessel distance correlates with selection for laparoscopic rather than open nephrectomy; it remains an inference, requiring prospective multicenter validation, that adding this measurement to established clinical and imaging criteria could improve surgical selection and reduce operative risk.

C
AI 55.40
Standard 65.4
Final 60.90
AI Summary

In 62 pediatric patients with primary mediastinal large B-cell lymphoma, pretreatment plasma cytokine profiles differed from controls, with CCL17, CXCL9, and CXCL10 correlating with tumor burden and several interleukins—most notably IL-6—associating with inferior event-free survival in a uniformly treated subgroup.

Why It Matters

The evidence supports investigation of pretreatment cytokines as risk-stratification biomarkers in pediatric PMBCL; it is only an inference, not tested here, that IL-6 or related cytokine signaling could identify actionable biology or guide treatment intensification or targeted intervention.

C
Acute kidney injury during treatment of pediatric brain tumors: a retrospective analysis of survivors.
PMID 42595820 Published: 2026-08-13 Ingested: 2026-08-17 12:23 AM Pediatric research
AI 50.80
Standard 69.14
Final 60.89
AI Summary

In a retrospective cohort of 123 pediatric CNS tumor survivors, only 41 had sufficient creatinine data to assess acute kidney injury, 12 of whom developed AKI; chemotherapy exposure was associated with higher AKI incidence, and chronic kidney impairment was reported in survivorship.

Why It Matters

The record supports AKI as a potential marker of later kidney impairment and identifies inadequate creatinine monitoring as a detection gap; it is reasonable—but untested here—to hypothesize that systematic renal surveillance and targeted preventive measures during and after CNS tumor therapy could reduce or enable earlier management of kidney toxicity.

C
AI 58.50
Standard 62.82
Final 60.88
AI Summary

This case report describes two children with newly diagnosed high-risk neuroblastoma who received naxitamab beginning with the second induction-chemotherapy cycle, both achieved complete remission by the end of induction, and experienced transient, manageable toxicities without treatment discontinuation.

Why It Matters

The reported cases provide preliminary evidence that adding anti-GD2 therapy early during induction may be feasible and tolerable; it is an inference—not established by this uncontrolled two-patient report—that earlier naxitamab could improve response or outcomes compared with standard sequencing.

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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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