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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 39,040 pediatric cancer papers.

Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.

39,040 Papers indexed
1,440 Papers AI scored
39,040 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 2026-10-08 09:15 AM
1 Direct-Acting Antiviral Therapy in Patients With Hepatocellular Carcinoma Receiving Non-Curative Treatment: High Sustained Virological Response Rates and Preservation of Liver Functional Reserve. Journal of viral hepatitis 47.60 Oct 08, 2026 2 Long-term thyroid outcomes and thiol-disulfide homeostasis in childhood Hodgkin lymphoma survivors treated with neck radiotherapy. Journal of pediatric endocrinology & metabolism : JPEM — Oct 08, 2026 3 The molecular makeup of differentiated thyroid carcinoma in a free-standing children's hospital with a predominantly Hispanic population. Journal of pediatric endocrinology & metabolism : JPEM — Oct 08, 2026 4 Clinical outcomes of psychosocial interventions for healthy siblings of children with cancer: A systematic review and meta-analysis. Journal of pediatric nursing — Oct 08, 2026 5 Imaging-guided shortened interpregnancy interval following myomectomy in China: protocol for a multicentre prospective randomised controlled trial. BMJ open — Oct 08, 2026 6 Quadrivalent human papillomavirus vaccination before pregnancy and pregnancy outcomes: nationwide, population based case-control study. BMJ (Clinical research ed.) — Oct 08, 2026 7 Shapley effects to identify the most influential input parameters of organ dose estimation following CT scans in childhood. Journal of radiological protection : official journal of the Society for Radiological Protection — Oct 08, 2026 8 Global, G20, and China burden of malignant neoplasms of bone and articular cartilage from 1990 to 2050: trends, projections, and ecological associations with healthcare expenditure. Cancer treatment and research communications — Oct 08, 2026
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39040 results
C
Age-associated epigenomic heterogeneity in papillary tumors of the pineal region: a multicenter YoungNOA investigation.
PMID 42665813 Published: 2026-08-28 Ingested: 2026-08-31 09:15 AM Acta neuropathologica communications
AI 43.80
Standard 66.6
Final 56.34
AI Summary

In a multicenter retrospective cohort of 86 papillary tumors of the pineal region, pediatric tumors remained within established PTPR-A/PTPR-B classes but were enriched for PTPR-B and showed subgroup-adjusted age-associated methylation differences and higher epiTOC2 mitotic-clock scores.

Why It Matters

The evidence establishes age-associated epigenomic heterogeneity but no treatment effect; as an inference requiring orthogonal and prospective validation, these methylation or mitotic-clock features might eventually help refine pediatric tumor stratification or identify age-dependent vulnerabilities.

B
The BCG Vaccine: Pharmacological Biotechnology and Expanding Immunological Horizons.
PMID 42812022 Published: 2026-09-15 Ingested: 2026-10-02 09:15 AM Frontiers in bioscience (Elite edition)
AI 39.00
Standard 70.5
Final 56.33
AI Summary

This review summarizes BCG biotechnology, trained-immunity and Th1-associated immune mechanisms, established use in non-muscle-invasive bladder cancer, and possible applications in infectious, autoimmune, and other immune-based therapies.

Why It Matters

The supplied record supports BCG as an established immunotherapy in bladder cancer and describes immune activation involving trained innate immunity, IFN-γ/IL-12 signaling, macrophages, and Th1 responses; it is only an inference that recombinant or modified BCG platforms might eventually benefit pediatric cancers, because no pediatric-oncology experiments or clinical outcomes are reported.

C
Robotic approach for Wilms' tumour: Patient selection, technical considerations, and outcome analysis.
PMID 42648977 Published: 2026-07-29 Ingested: 2026-08-28 09:15 AM Journal of pediatric urology
AI 49.50
Standard 61.9
Final 56.32
AI Summary

In a retrospective, selected comparison of 12 robotic and 13 open Wilms tumour operations, robotic surgery was associated with lower blood loss and shorter hospitalization, with negative margins, universal lymph-node sampling, and reportedly similar oncologic outcomes at a median 5.7-year follow-up.

Why It Matters

The reported evidence suggests that robotic surgery can preserve core oncologic surgical principles in carefully selected, small, kidney-confined Wilms tumours; it may reduce perioperative burden relative to open surgery, but comparative safety and oncologic equivalence remain hypotheses requiring larger controlled studies because treatment selection and tumour size differed substantially between groups.

C
Size-specific dose estimation in pediatric computed tomography: From dose characterization to individualized optimization.
PMID 42676647 Published: 2026-08-28 Ingested: 2026-09-03 09:15 AM World journal of radiology
AI 54.70
Standard 57.62
Final 56.31
AI Summary

This review describes size-specific dose estimation as a bridge between scanner output, pediatric body size, organ-dose assessment, diagnostic reference levels, and individualized CT protocol optimization, including in oncologic diagnosis and follow-up.

Why It Matters

The record supports SSDE as a practical dose-characterization framework; it is reasonable but not directly demonstrated here to hypothesize that SSDE-guided CT protocols could reduce cumulative radiation exposure and late-effect risk in children undergoing repeated oncology imaging while preserving diagnostic utility.

C
AI 45.30
Standard 65.2
Final 56.25
AI Summary

In a 261-patient, single-center retrospective cohort, chronic kidney disease increased from 6.0% at one year to 16.5% at five years after pediatric HSCT, with older age at transplantation associated with CKD in an exploratory analysis.

Why It Matters

The evidence supports a substantial long-term renal complication burden after pediatric HSCT; it is reasonable, but not tested here, to hypothesize that systematic renal surveillance and timely nephrology referral could enable earlier management and reduce CKD-related morbidity.

C
Neurocognitive functioning of patients treated for pediatric craniopharyngioma and predictors of outcomes.
PMID 42573478 Published: 2026-08-10 Ingested: 2026-08-17 12:23 AM Child neuropsychology : a journal on normal and abnormal development in childhood and adolescence
AI 41.50
Standard 68.3
Final 56.24
AI Summary

In a retrospective cohort of 27 pediatric craniopharyngioma survivors, preoperative hydrocephalus was associated with poorer performance across multiple neurocognitive domains, while surgical approach was associated with recall-memory and processing-speed differences.

Why It Matters

The study provides associative evidence that preoperative hydrocephalus may identify patients at elevated risk for neurocognitive impairment; it can be inferred—but is not tested here—that earlier risk recognition, closer neuropsychological surveillance, or targeted cognitive support could improve long-term functioning.

C
CKMT2 functions as a novel oncogenic gene in osteosarcoma, revealed by bioinformatics and experimental approaches.
PMID 42591477 Published: 2026-06-24 Ingested: 2026-08-17 12:23 AM Translational cancer research
AI 57.40
Standard 55.3
Final 56.24
AI Summary

The study reports that CKMT2 is overexpressed and prognostically adverse in osteosarcoma datasets and that CKMT2 silencing in MG63 cells suppresses malignant phenotypes while reducing PKM2, LDHA, pyruvate, and lactate.

Why It Matters

The supplied evidence supports CKMT2 as a candidate osteosarcoma dependency linked to altered pyruvate metabolism; it is reasonable but still inferential to hypothesize that pharmacologic CKMT2 inhibition could restrain tumor growth or invasion, because no validated inhibitor, animal efficacy, safety, or human treatment data are reported.

C
Prevalence and penetrance of heritable retinoblastoma in two adult population cohorts: implications for genomic newborn screening.
PMID 42760334 Published: 2026-09-18 Ingested: 2026-09-21 09:15 AM European journal of human genetics : EJHG
AI 44.90
Standard 65.5
Final 56.23
AI Summary

Across UK Biobank and All of Us, pathogenic predicted loss-of-function RB1 variants showed a combined retinoblastoma/ocular-cancer penetrance estimate of 28% by age 60 among 25 adult carriers, substantially below estimates from clinical cohorts.

Why It Matters

The evidence supports unexpectedly incomplete penetrance of pathogenic RB1 variants in clinically unselected adults; by inference, incorporating population-based penetrance estimates into genomic newborn-screening programs could improve counseling and risk-stratified surveillance, but this study does not test a surveillance strategy or therapeutic intervention.

C
AI 50.30
Standard 61.0
Final 56.19
AI Summary

In a cross-sectional latent profile analysis of 79 young adult breast or gynecologic cancer survivor–partner dyads, the study identified low-, moderate-, and high-SRH-distress profiles associated with differing levels of dyadic coping, communication, open discussion, and sexual activity.

Why It Matters

The observed associations support the inference—not a demonstrated treatment effect—that couple-focused interventions targeting communication, dyadic coping, and discussion of sexual and reproductive health concerns could reduce distress or help identify dyads needing tailored support.

C
From Leukaemia to MOGAD, From Refractive Error to Dural Fistula: Torticollis as the Presenting Sign of Serious Disease in Children.
PMID 42676002 Published: 2026-08-31 Ingested: 2026-09-03 09:15 AM Journal of paediatrics and child health
AI 46.60
Standard 64.0
Final 56.17
AI Summary

This retrospective, clinically selected series of 15 children describes torticollis as a presenting feature of diverse disorders—including five intracranial tumours and one acute monocytic leukaemia—and classifies cases into seven proposed pathophysiological mechanisms.

Why It Matters

The study provides observational evidence that post-neonatal torticollis can accompany serious pediatric disease and often resolves after treatment of the underlying condition; it is reasonable but unproven to infer that mechanism-guided evaluation could accelerate diagnosis and treatment of occult malignancy or neurologic disease.

C
Immunomodulation Therapy to Treat Severe Malaria With Multiple Organ Failure.
PMID 42644869 Published: 2026-08-27 Ingested: 2026-08-28 09:15 AM Critical care explorations
AI 53.40
Standard 58.44
Final 56.17
AI Summary

This report describes adjunctive selective cytopheretic device therapy during continuous renal replacement therapy in a 5-year-old girl with severe falciparum malaria, AKI, shock, and multiple organ dysfunction, followed by improvement in inflammatory markers, vasopressor needs, acidosis, and organ function.

Why It Matters

The reported temporal improvement after SCD initiation provides an early clinical signal; it can be hypothesized—but not concluded from this single uncontrolled case—that extracorporeal leukocyte immunomodulation may reduce maladaptive inflammation and support organ recovery in severe malaria.

C
Outcomes of Pediatric Precursor B Cell Acute Lymphoblastic Leukemia: A Tertiary Care Cancer Center Experience from a Lower-Middle-Income Country.
PMID 42724955 Published: 2026-09-10 Ingested: 2026-09-13 09:15 AM Journal of cancer & allied specialties
AI 42.30
Standard 67.4
Final 56.11
AI Summary

In 436 children with precursor B-cell ALL treated at a Pakistani tertiary cancer center, five-year overall and event-free survival were 75.8% and 66.4%, while mortality was driven primarily by sepsis and relapse.

Why It Matters

The observed predominance of sepsis-related deaths and the association of persistent post-induction MRD with a clinically vulnerable subgroup support investigating enhanced infection prevention and supportive-care pathways alongside MRD-guided treatment strategies; however, the record reports no intervention comparison and does not establish that these approaches would improve survival.

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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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