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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.

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
D
ALK regulates macrophage polarization via the USP7/SOX9/MFAP2-mediated glycolytic pathway to promote neuroblastoma progression.
PMID 42603656 Published: 2026-08-15 Ingested: 2026-08-17 09:15 AM Cellular signalling
AI 72.60
Standard 51.9
Final 61.22
AI Summary

The study reports that ALK promotes neuroblastoma glycolysis and pro-tumor M2 macrophage polarization through a USP7–SOX9–MFAP2 cascade, while lorlatinib suppresses these effects in experimental systems and neuroblastoma mouse models.

Why It Matters

The supplied evidence supports experimental inhibition of ALK with lorlatinib as a way to reduce lactate-associated macrophage polarization and tumor progression; it remains an inference that targeting ALK or downstream USP7, SOX9, or MFAP2 would improve outcomes in children with high-risk neuroblastoma.

C
AI 61.70
Standard 60.8
Final 61.20
AI Summary

In prepubertal mice, cytarabine produced testicular cellular, endocrine, sperm, transcriptomic, and metabolic abnormalities—including spermatogonial depletion associated with ferroptosis and replication arrest—and unexposed F1 offspring showed persistent molecular changes.

Why It Matters

The record provides preclinical evidence that cytarabine disrupts spermatogonia and the supporting testicular niche; it supports the inference, not yet a demonstrated therapy, that modulating ferroptosis, redox balance, Sertoli-cell stress, Leydig-cell inflammation, or niche signaling might preserve fertility during pediatric chemotherapy.

B
Incidence and Molecular Marker Association with Drop Metastases in Ependymoma Patients -A 25-year Experience from a Tertiary Care Center.
PMID 42817667 Published: 2026-09-01 Ingested: 2026-10-03 09:15 AM JPMA. The Journal of the Pakistan Medical Association
AI 42.30
Standard 76.6
Final 61.17
AI Summary

In this 25-year single-center retrospective study, preoperative spinal drop metastases were found in 8 of 75 evaluable ependymoma patients, with higher detection using whole-neuroaxis MRI and associations with tumor location and myxopapillary histology, but no observed survival difference.

Why It Matters

The evidence supports whole-neuroaxis MRI as a potentially more sensitive initial staging approach in ependymoma; it is an inference, not demonstrated here, that earlier detection of dissemination would alter treatment selection or improve clinical outcomes.

B
Smell and taste function after completion of childhood cancer treatment: Follow-up of a prospective cohort study.
PMID 42585719 Published: 2026-08-01 Ingested: 2026-08-17 12:23 AM Clinical nutrition (Edinburgh, Scotland)
AI 46.40
Standard 73.24
Final 61.16
AI Summary

In a follow-up prospective cohort of 66 childhood cancer survivors, objective and self-reported smell and taste abnormalities persisted within five years after treatment, with objective taste function modestly associated with HRQoL and particularly frequent taste changes among participants treated for ALL.

Why It Matters

The study provides evidence that persistent sensory dysfunction is detectable after childhood cancer treatment; it supports, but does not test, the hypothesis that systematic sensory screening followed by targeted nutritional or supportive-care interventions could improve diet-related outcomes or quality of life.

B
Revisiting invasive fungal infections in acute lymphoblastic leukemia: a systematic review and meta-analysis.
PMID 42702054 Published: 2026-09-06 Ingested: 2026-09-08 09:15 AM Leukemia & lymphoma
AI 37.00
Standard 80.9
Final 61.15
AI Summary

This systematic review and meta-analysis of adult ALL studies reports a 9% pooled incidence of proven/probable invasive fungal infection and a 5% incidence of invasive aspergillosis, while identifying substantial heterogeneity and limited comparative prophylaxis data.

Why It Matters

The evidence establishes a clinically meaningful burden of invasive fungal infection in adults receiving ALL therapy; it supports, but does not test, the hypothesis that risk-adapted antifungal prophylaxis during higher-risk treatment phases could improve outcomes, and applicability to pediatric ALL remains unknown because pediatric cohorts were explicitly excluded.

C
Beyond size: the role of growth rate in managing adolescent breast masses.
PMID 42664630 Published: 2026-08-21 Ingested: 2026-08-30 09:15 AM American journal of surgery
AI 52.10
Standard 68.5
Final 61.12
AI Summary

In a retrospective cohort of 344 female patients aged 21 years or younger, the study derived a growth-rate threshold of >22.5% over 3 months that distinguished hypercellular from non-hypercellular breast masses smaller than 5 cm.

Why It Matters

The reported evidence supports growth rate as a risk-stratification marker for small adolescent breast masses; if prospectively validated, the threshold could help select lesions for biopsy or excision while allowing lower-risk lesions to remain under surveillance, but reduced unnecessary intervention and improved malignancy detection were not demonstrated here.

C
Immune microenvironment of infantile hemangioma: cellular dynamics, molecular networks, and emerging immunomodulatory strategies.
PMID 42725068 Published: 2026-08-27 Ingested: 2026-09-13 09:15 AM Frontiers in immunology
AI 52.90
Standard 67.8
Final 61.09
AI Summary

This narrative review synthesizes evidence that phase-dependent immune–vascular interactions contribute to infantile hemangioma biology and discusses immunomodulatory, metabolic, delivery, and biomarker-guided treatment concepts.

Why It Matters

The reviewed evidence supports immune–vascular crosstalk as a plausible contributor to infantile hemangioma persistence and treatment response; it remains an inference, requiring prospective validation, that reprogramming macrophage or metabolic states, targeting immune pathways, or using lesion-confined delivery would improve outcomes in refractory disease.

C
Recurrent C19MC-altered embryonal tumors with multilayered rosettes: outcomes of stereotactic radiosurgery.
PMID 42711576 Published: 2026-09-09 Ingested: 2026-09-11 09:15 AM Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery
AI 54.20
Standard 66.7
Final 61.08
AI Summary

This retrospective three-patient series reports generally tolerated stereotactic radiosurgery for localized recurrent C19MC-altered ETMR, with local control or prolonged stability in some patients but subsequent disseminated progression and death in one patient.

Why It Matters

The reported cases provide preliminary evidence that SRS can control selected localized ETMR recurrences without acute neurotoxicity; it is an inference—not established by this uncontrolled series—that incorporating focal SRS into multimodal salvage therapy could reduce reliance on large-field re-irradiation and its neurocognitive burden.

C
Timely Surgical Approaches for Pediatric Epilepsy Resistant to Medication.
PMID 42666777 Published: 2026-08-04 Ingested: 2026-08-31 09:15 AM Journal of surgery and research
AI 57.50
Standard 64.0
Final 61.08
AI Summary

This review summarizes mechanisms, surgically remediable etiologies, operative approaches, outcomes associated with earlier versus delayed intervention, referral disparities, and emerging imaging tools in pediatric drug-resistant epilepsy.

Why It Matters

The reviewed evidence associates earlier surgical evaluation and intervention in appropriately selected children with better seizure and neurodevelopmental outcomes; it is reasonable—but not demonstrated by new comparative data in this record—to hypothesize that accelerated referral pathways and improved lesion detection could preserve function, including in selected children with tumor-associated epilepsy.

B
The Evolving Landscape of Extracorporeal Photopheresis in Immunotherapy: A Comprehensive Bibliometric and Topic Modeling Analysis (1995-2024).
PMID 42805604 Published: 2026-09-28 Ingested: 2026-09-30 09:15 AM Therapeutic apheresis and dialysis : official peer-reviewed journal of the International Society for Apheresis, the Japanese Society for Apheresis, the Japanese Society for Dialysis Therapy
AI 46.20
Standard 73.22
Final 61.06
AI Summary

This bibliometric and topic-modeling analysis of 1,268 ECP publications maps the field’s shift toward acute GVHD and immunoregulatory research while identifying limited prospective evidence, especially for irAEs and pediatric-specific use.

Why It Matters

The record reports contextual evidence suggesting that ECP may have corticosteroid-sparing activity with generally favorable tolerability in GVHD and irAEs; it can therefore be hypothesized, but not concluded from this bibliometric study, that protocol-standardized ECP could reduce steroid exposure in selected pediatric patients while preserving immune control.

C
Predicting early recurrence of craniopharyngioma using multi-omics radiomic modeling: a retrospective cohort study.
PMID 42809153 Published: 2026-09-29 Ingested: 2026-10-01 09:15 AM Neurosurgical review
AI 53.80
Standard 67.0
Final 61.06
AI Summary

In a single-center retrospective cohort of 106 surgically treated craniopharyngioma patients, a combined clinical and habitat-based multimodal MRI radiomics model predicted early postoperative recurrence with AUCs of 0.944 in training and 0.891 in validation.

Why It Matters

The reported evidence supports MRI-derived habitat features as recurrence-risk biomarkers; if externally and prospectively validated, the model could potentially guide surveillance intensity or treatment planning, but the record does not show that model-guided care improves outcomes or reduces toxicity.

C
Kidney transplantation in children with extended ilio-caval thrombosis.
PMID 42696016 Published: 2026-09-04 Ingested: 2026-09-06 09:15 AM Pediatric nephrology (Berlin, Germany)
AI 64.30
Standard 58.4
Final 61.06
AI Summary

This case report describes successful pediatric kidney transplantation after nephroblastoma treatment and extensive ilio-caval thrombosis, using donor inferior vena cava as a conduit to the recipient’s retro-hepatic IVC, with normal graft function 32 months after transplantation.

Why It Matters

The reported case provides evidence that donor-IVC conduit reconstruction was technically feasible with a favorable intermediate-term outcome in one child; it suggests—but does not establish—that this approach could enable transplantation and limit graft venous hypertension in similarly selected pediatric oncology survivors with otherwise prohibitive venous thrombosis.

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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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