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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
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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
Multicenter analysis of [123I/131I]I-mIBG imaging in pediatric neuroblastoma - effective dose estimation.
PMID 42803167 Published: 2026-01-01 Ingested: 2026-09-30 09:15 AM Nuclear medicine review. Central & Eastern Europe
AI 46.10
Standard 68.12
Final 58.21
AI Summary

In a retrospective two-center cohort of 88 pediatric patients undergoing 320 mIBG examinations, cumulative effective dose was approximately 40% lower with [123I]I-mIBG than with [131I]I-mIBG (123 versus 207 mSv).

Why It Matters

The record provides observational evidence of lower estimated radiation exposure with [123I]I-mIBG; it is reasonable but unproven to infer that broader access to this isotope could reduce imaging-related radiation burden during repeated neuroblastoma staging and surveillance, without evidence here of improved clinical outcomes.

B
Harmonizing Multi-Institutional Clinical Documentation Using Natural Language Processing in Neurofibromatosis Type 1.
PMID 42585623 Published: 2026-08-12 Ingested: 2026-08-17 12:23 AM Neurology. Clinical practice
AI 42.50
Standard 71.0
Final 58.18
AI Summary

In a retrospective analysis of 5,393 outpatient notes from 1,661 pediatric patients with NF1 at two tertiary programs, the study found substantial variation and longitudinal incompleteness in documentation of core NF1 features and developed a standardized clinical lexicon mapped to existing terminology standards.

Why It Matters

The evidence supports standardized NF1 terminology as a way to improve EHR phenotyping and data harmonization; it is reasonable but unproven to infer that this could improve surveillance, trial identification, and real-world evidence generation, with no direct evidence here of treatment efficacy or improved patient outcomes.

B
Triggers, Clinical Manifestations, and Management of Pediatric Erythema Nodosum: A Systematic Review.
PMID 42741911 Published: 2026-09-15 Ingested: 2026-09-17 09:15 AM Pediatric dermatology
AI 32.10
Standard 79.5
Final 58.17
AI Summary

This systematic review aggregates 959 published pediatric erythema nodosum cases, finding infections—especially bacterial infections and tuberculosis—to be the leading reported triggers, with diagnosis usually clinical and management primarily supportive plus treatment of the underlying cause.

Why It Matters

The evidence supports cause-directed evaluation and supportive management of pediatric erythema nodosum; by inference, a structured algorithm might also help clinicians recognize uncommon malignancy-associated cases, but the supplied record provides no oncology-specific frequencies, treatment effects, or validation data.

C
AI 57.00
Standard 59.1
Final 58.16
AI Summary

This report describes two children with suprasellar mixed germ cell tumors who developed symptomatic tumor enlargement despite falling AFP and β-HCG during chemotherapy, with resection demonstrating mature teratoma consistent with intracranial growing teratoma syndrome.

Why It Matters

The cases provide clinical and histopathologic evidence that falling tumor markers can coexist with enlarging mature teratoma; they support, but do not establish, the hypothesis that prompt surgical evaluation and selected early resection during clinical or radiologic progression may relieve mass effect and possibly limit morbidity.

C
Risk factors for subsequent thyroid neoplasms development in childhood cancer survivors.
PMID 42831777 Published: 2026-10-05 Ingested: 2026-10-07 09:15 AM Endocrine-related cancer
AI 43.90
Standard 69.8
Final 58.14
AI Summary

In a cohort of 4,348 childhood cancer survivors, subsequent thyroid carcinoma and adenoma were associated with neck radiotherapy and Hodgkin lymphoma, while thyroid carcinoma occurred younger and substantially more often than expected relative to the age-matched national population.

Why It Matters

The evidence supports using treatment history—particularly neck radiotherapy and prior Hodgkin lymphoma—to identify survivors at elevated risk for long-term thyroid surveillance; whether a risk-adapted surveillance strategy improves outcomes or reduces harms remains an untested inference.

C
Genetic Markers of Early Skeletal Muscle Loss in Adolescent and Young Adult Cancer Patients Treated with Anthracyclines.
PMID 42635325 Published: 2026-08-24 Ingested: 2026-08-26 09:15 AM Journal of adolescent and young adult oncology
AI 49.10
Standard 65.5
Final 58.12
AI Summary

In 138 adolescent and young adult cancer patients receiving anthracyclines, the FADS2-region variant rs97384 was associated with greater odds of reduced skeletal muscle density at follow-up, with additional regional loci also showing associations.

Why It Matters

The study provides observational evidence that FADS2-region variants may help identify anthracycline-treated AYA patients at increased risk of early skeletal muscle loss; it remains an untested inference that genotype-guided surveillance, nutrition, or exercise interventions would prevent muscle loss or improve clinical outcomes.

C
TIGIT-associated immune cell exhaustion in pediatric B-cell acute lymphoblastic leukemia: An integrated clinical and transcriptomic analysis.
PMID 42617963 Published: 2026-08-19 Ingested: 2026-08-21 09:15 AM Clinical immunology (Orlando, Fla.)
AI 58.70
Standard 57.6
Final 58.10
AI Summary

Integrated institutional, bulk-RNA, and single-cell analyses associated TIGIT expression in pediatric B-ALL with CD8+ T-cell and NK-cell exhaustion-related transcriptional features, suppressed antigen-presentation and interferon pathways, and preliminary disease discrimination.

Why It Matters

The evidence supports an association between TIGIT expression and exhaustion-related immune signatures in a subset of pediatric B-ALL; it is reasonable but unproven to hypothesize that TIGIT could serve as a biomarker or therapeutic checkpoint target, pending protein-level, functional, and interventional validation.

B
Parenting concerns among patients with cancer: a qualitative meta-synthesis.
PMID 42756259 Published: 2026-09-03 Ingested: 2026-09-20 09:15 AM Frontiers in psychology
AI 41.70
Standard 71.5
Final 58.09
AI Summary

This qualitative meta-synthesis of 37 studies identifies disrupted parental identity, protective family adaptation, and unmet practical, communication, informational, and psychosocial needs among cancer patients with parenting concerns.

Why It Matters

The synthesis supports the existence of family-level supportive-care needs; it is reasonable—but not tested here—to hypothesize that routine assessment, developmentally tailored parent-child communication support, caregiving assistance, and psychosocial referral could reduce distress and improve family adaptation.

C
Neuroimaging Abnormalities and Genotype-Phenotype Correlations in Noonan Syndrome: A Multicenter Cohort Study.
PMID 42657773 Published: 2026-08-27 Ingested: 2026-08-29 09:15 AM The Journal of clinical endocrinology and metabolism
AI 47.20
Standard 67.0
Final 58.09
AI Summary

This multicenter retrospective cohort of 130 children with genetically confirmed Noonan syndrome found frequent structural MRI abnormalities, including brain tumors in 12.3% and Chiari I malformation in 10.7%, with some imaging findings associated with neurological manifestations and interval progression documented in a subset.

Why It Matters

The evidence supports MRI as a potentially useful assessment tool in selected children with Noonan syndrome; it is reasonable but unproven to hypothesize that risk-adapted imaging surveillance could enable earlier management of tumors or progressive cranio-cervical abnormalities and improve outcomes.

B
Serum HMGB3 and PCSK9 Levels as Predictors of Early Treatment Response in Pediatric Mycoplasma pneumoniae Pneumonia: A Single-Center Prospective Cohort Study.
PMID 42761627 Published: 2026-09-14 Ingested: 2026-09-21 09:15 AM International journal of general medicine
AI 32.20
Standard 79.26
Final 58.08
AI Summary

In a single-center prospective cohort of 400 children with Mycoplasma pneumoniae pneumonia treated with azithromycin, elevated serum HMGB3 and PCSK9 were associated with poor 7-day treatment response, with a combined predictive AUC of 0.840.

Why It Matters

The evidence supports HMGB3 and PCSK9 as candidate short-term response biomarkers in pediatric M. pneumoniae pneumonia; it is an inference, not demonstrated here, that biomarker-guided monitoring or treatment escalation could improve outcomes, and the record provides no pediatric-oncology therapeutic hypothesis.

B
Clinical and laboratory manifestations and treatment of children with TNFRSF1A gene variants.
PMID 42626148 Published: 2026-09-09 Ingested: 2026-08-23 09:15 AM World journal of clinical pediatrics
AI 39.30
Standard 73.44
Final 58.08
AI Summary

In a single-center retrospective cohort of 66 children referred with systemic juvenile idiopathic arthritis, 33 carried TNFRSF1A variants and, after genetic assessment and biologic treatment adjustments, were reported to achieve remission with fewer drug switches among those treated after testing.

Why It Matters

The record supports an association between early TNFRSF1A testing and fewer biologic-drug switches in this selected autoinflammatory cohort; it suggests—but does not establish—that genotype-informed selection of IL-1, IL-6, or TNF-directed therapy could improve treatment efficiency, with no evidence presented for a pediatric-cancer application.

B
Measuring quality of life in advanced chronic liver disease with FACT-Hep: Findings from the PAL LIVER trial.
PMID 42678241 Published: 2026-08-28 Ingested: 2026-09-03 09:15 AM Hepatology communications
AI 32.00
Standard 79.4
Final 58.07
AI Summary

In baseline data from 935 adults with decompensated cirrhosis and/or hepatocellular carcinoma in the prospective multicenter PAL LIVER trial, FACT-Hep correlated with PROMIS-29 and captured liver disease-specific quality-of-life impairment associated particularly with decompensation and clinical severity.

Why It Matters

The record supports FACT-Hep as a clinically relevant patient-reported measure in adults with advanced liver disease; it can be inferred—but is not tested here—that incorporating it into supportive-care trials or symptom monitoring could help identify burdens such as those associated with ascites or hepatic encephalopathy and guide interventions aimed at improving quality of life.

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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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