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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

Ranked Discovery Journal Articles

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PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

38964 results
C
The role of germline transposable element insertions in pediatric cancer predisposition.
PMID 42685354 Published: 2026-09-02 Ingested: 2026-09-05 09:15 AM Cancer research communications
AI 66.20
Standard 57.5
Final 61.42
AI Summary

In germline whole-genome data from 2,334 pediatric cancer cases and 3,447 controls, the study found no difference in global transposable-element burden but identified rare insertions enriched in cancer genes among solid-tumor patients, including a subset with measurable RNA effects.

Why It Matters

The evidence supports adding transposable-element detection to germline genomic analysis to uncover otherwise missed pediatric cancer-predisposition variants; it is an inference, not demonstrated here, that improved detection could guide surveillance, treatment selection, or family management and thereby improve outcomes.

C
AI 54.50
Standard 67.0
Final 61.38
AI Summary

This two-case report describes short-term tumor responses and acceptable reported tolerability in pediatric relapsed/refractory high-risk neuroblastoma treated with tislelizumab plus anti-GD2 antibody, GM-CSF, and sequential chemotherapy.

Why It Matters

The cases provide preliminary evidence that this multi-agent salvage regimen can coincide with clinically meaningful responses; it is only an inference that PD-1 blockade adds benefit to anti-GD2 chemoimmunotherapy because the uncontrolled report cannot separate tislelizumab's effect from those of chemotherapy, anti-GD2 therapy, or GM-CSF.

C
Laser Interstitial Thermal Therapy for Brain Tumors: A Prospective Multicenter Analysis of Patients From the LAANTERN Study.
PMID 42607280 Published: 2026-08-17 Ingested: 2026-08-19 09:15 AM Journal of clinical oncology : official journal of the American Society of Clinical Oncology
AI 58.00
Standard 64.14
Final 61.38
AI Summary

This prospective 25-center registry analysis of 787 patients—including 18 pediatric patients—reports short hospitalization, preserved functional status, a 12.8% adverse-event rate, and associations of greater ablation extent or smaller lesion volume with improved survival outcomes after laser interstitial thermal therapy for brain tumors.

Why It Matters

The registry supports LITT as a clinically deployable cytoreductive approach in selected patients with primary or metastatic brain tumors; it is reasonable to hypothesize, but not established by the small pediatric subgroup or observational design, that pediatric patients with suitably sized and located lesions could obtain similar treatment or recovery benefits.

C
Single-cell chromatin profiling reveals relapse-related priming in pediatric acute myeloid leukemia.
PMID 42637517 Published: 2026-08-24 Ingested: 2026-08-26 09:15 AM Life science alliance
AI 60.30
Standard 62.22
Final 61.36
AI Summary

Single-cell chromatin accessibility profiling of 177,500 cells from 16 diagnostic pediatric AML samples identified relapse-associated inflammatory, innate-immune, and stem-like regulatory states present at diagnosis, with AP-1, RUNX1, SPI1, and ETS factors implicated by motif enrichment.

Why It Matters

The evidence supports an association between diagnostic epigenetic priming and later relapse; it is reasonable but unproven to hypothesize that this transcriptional network could enable relapse-risk stratification or reveal intervention targets, as no functional perturbation, prospective validation, or treatment response data are reported.

B
Pediatrics supratentorial intraventricular atypical teratoid/rhabdoid tumors: a case report and a systematic review of the literature.
PMID 42665667 Published: 2026-08-29 Ingested: 2026-08-31 09:15 AM European journal of pediatrics
AI 42.10
Standard 77.1
Final 61.35
AI Summary

This case report and systematic review synthesized 24 uncontrolled descriptive studies involving 28 children with supratentorial intraventricular AT/RT, reporting frequent progression, high mortality, and descriptively lower mortality after gross total versus subtotal resection.

Why It Matters

The reported clinical evidence suggests that maximal safe resection followed by risk-adapted adjuvant therapy may improve outcomes in this rare AT/RT location, but this is only a hypothesis because the apparent resection-associated survival difference comes from very small, uncontrolled, publication-prone case literature and cannot establish treatment efficacy.

C
Ovarian gonadotoxicity and gonadoprotection: a narrative review.
PMID 42604621 Published: 2026-07-31 Ingested: 2026-08-18 09:15 AM Reproductive biomedicine online
AI 56.10
Standard 65.62
Final 61.34
AI Summary

This narrative review summarizes multifactorial mechanisms of chemotherapy-induced ovarian injury and preclinical strategies targeting follicular apoptosis, primordial-follicle activation, and stromal damage to preserve fertility.

Why It Matters

The reviewed preclinical evidence suggests that inhibiting chemotherapy-triggered follicular apoptosis or activation, or protecting ovarian stroma, may preserve ovarian reserve; however, clinical safety, efficacy, and applicability—particularly in children—remain unestablished.

C
AI 62.70
Standard 60.0
Final 61.22
AI Summary

In 20 children with Ph+ ALL receiving oral dasatinib, paired LC-MS/MS measurements showed therapeutic systemic exposure but very low 2-hour CSF concentrations, with a median plasma-to-CSF ratio of 225:1.

Why It Matters

The observed low CSF exposure provides direct pharmacokinetic evidence that standard oral dasatinib may inadequately cover the CNS compartment in pediatric Ph+ ALL; it can therefore be hypothesized—but is not demonstrated here—that alternative CNS-directed strategies, dosing approaches, or agents with better CNS penetration could improve CNS disease control.

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
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.

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
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.

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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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