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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 39,531 pediatric cancer papers.

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

39,531 Papers indexed
1,440 Papers AI scored
39,531 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 2026-10-23 09:15 AM
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39531 results
B
Predisposing, Precipitating, Perpetuating, and Protective Factors Associated With Distress in the Siblings of Children With Cancer: A Systematic Review.
PMID 42657914 Published: 2026-08-27 Ingested: 2026-08-29 09:15 AM Journal of pediatric hematology/oncology nursing
AI 53.40
Standard 71.4
Final 63.30
AI Summary

This systematic review of 12 articles categorized 19 factors associated with increased or decreased psychological distress among siblings of children receiving active cancer treatment using a predisposing, precipitating, perpetuating, and protective framework.

Why It Matters

The review provides associative evidence that factors such as perceived lifestyle threat and caregiving burden identify siblings at greater risk of distress, while protective factors correlate with less distress; it is reasonable—but not demonstrated here—to hypothesize that screening for these factors and targeting modifiable burdens could improve sibling psychosocial outcomes.

C
AI 69.10
Standard 58.56
Final 63.30
AI Summary

The study reports that virtual-screening-identified CDK12-IN-3 binds ALK, inhibits neuroblastoma phenotypes and ALK-associated signaling in cell models, and suppresses xenograft growth after oral administration in mice.

Why It Matters

The supplied evidence supports CDK12-IN-3 as a preclinical ALK-targeting lead with activity against neuroblastoma models; it is reasonable but still inferential that optimization could yield a therapy for ALK-driven or ALK-inhibitor-resistant neuroblastoma, because clinical efficacy, pharmacokinetics, durable selectivity, and direct activity in resistance models were not established.

C
AI 58.00
Standard 67.5
Final 63.23
AI Summary

In children with CAEBV, integrated blood-based profiling identified distinct viral and host DNA methylation patterns, more frequent but unvalidated candidate EBV–host junctions than in infectious mononucleosis, and exploratory reductions in both signals after allogeneic hematopoietic stem cell transplantation.

Why It Matters

The reported association between transplantation and reduced EBV methylation and candidate junction signals suggests that these molecular features could potentially serve as treatment-response biomarkers; this is an inference requiring junction validation, larger independent cohorts, and prospective correlation with clinical outcomes, not evidence that the features are therapeutic targets or that they predict benefit.

C
AI 55.30
Standard 69.7
Final 63.22
AI Summary

This multicentre retrospective cohort reports that adolescents and young adults with essential thrombocythaemia have distinct clinical and mutational profiles, better long-term outcomes than older patients, and an age-specific association between CALR mutations and progression to post-ET myelofibrosis.

Why It Matters

The evidence supports CALR status and age as candidate factors for risk stratification in AYA essential thrombocythaemia; it is an inference—not tested here—that selectively targeting CALR-mutant clones could prevent or delay myelofibrosis progression.

C
AI 60.40
Standard 65.5
Final 63.21
AI Summary

Integrated single-cell analysis of 140,562 cells from 17 osteosarcoma patients identified fatty acid degradation-associated IBSP+ malignant cells and SPARC+ macrophages, linked their concurrent enrichment to shorter overall survival in independent cohorts, and found that DKK1 silencing reduced malignant behaviors in MG-63 cells.

Why It Matters

The supplied evidence supports DKK1 as a candidate marker or effector of an adverse fatty acid metabolism-associated osteosarcoma niche; it is reasonable but still inferential to hypothesize that inhibiting DKK1, or disrupting metabolic signaling between IBSP+ malignant cells and SPARC+ macrophages, could suppress osteosarcoma progression or improve treatment selection.

B
Long-term impact of childhood exposure to interparental physical violence on cancer risk in adulthood: a prospective cohort study.
PMID 42592666 Published: 2026-08-13 Ingested: 2026-08-17 12:23 AM European journal of psychotraumatology
AI 43.30
Standard 79.4
Final 63.16
AI Summary

In a prospective cohort of 11,825 Chinese adults aged 45 years or older, reported childhood exposure to interparental physical violence was associated with higher self-reported physician-diagnosed adult cancer incidence, with depressive symptoms statistically mediating part of the association.

Why It Matters

The evidence supports an observational association and partial statistical mediation by depressive symptoms; it can be hypothesized—but is not demonstrated—that preventing childhood exposure to domestic violence or providing early psychological support could reduce later cancer risk.

B
Multimodal clinical-radiomic-deep learning model for preoperative classification of pediatric pineal region tumors.
PMID 42760405 Published: 2026-09-19 Ingested: 2026-09-21 09:15 AM Neuroradiology
AI 54.30
Standard 70.4
Final 63.16
AI Summary

In a retrospective cohort of 280 pediatric patients, a model combining clinical, multiparametric MRI radiomic, and 2.5D deep-learning features classified germinomas, NGGCTs, and pineal parenchymal tumors with a macro-average AUC of 0.912 and improved radiologist accuracy in a reader study.

Why It Matters

The reported evidence supports the model as a potentially useful preoperative classification aid; it may indirectly improve treatment selection and planning if its accuracy and clinical utility are confirmed through external and prospective validation, but no therapeutic intervention or improved patient outcome was tested.

B
Precision Medicine in Dermatology: MEK Inhibition and MAPK Pathway Modulation for Congenital Melanocytic Nevi.
PMID 42652214 Published: 2026-08-14 Ingested: 2026-08-29 09:15 AM Biomedicines
AI 54.20
Standard 70.44
Final 63.13
AI Summary

This literature review summarizes preclinical and clinical evidence for genetically informed MEK inhibition of MAPK signaling in congenital melanocytic nevi and discusses its potential integration with surgery.

Why It Matters

The supplied review reports early evidence supporting MAPK pathway modulation in CMN; it is reasonable but still inferential to hypothesize that biomarker-selected MEK inhibition could reduce nevus burden or malignant-transformation risk while complementing surgery, because long-term efficacy, safety, and preventive benefit are not established here.

C
AI 61.20
Standard 64.7
Final 63.13
AI Summary

This report describes two children with endobronchial inflammatory myofibroblastic tumors managed according to anatomy and ALK status—one with lung-sparing robotic sleeve resection and one with endoscopic resection followed by crizotinib—with no recurrence during 6 and 3 months of follow-up, respectively.

Why It Matters

The cases provide preliminary evidence that molecular testing and anatomical assessment can inform individualized management of pediatric airway IMT; it is plausible, but not established by this report, that adjuvant ALK inhibition may reduce recurrence risk in ALK-positive disease after incomplete or recurrence-prone local treatment.

B
Laparoscopic liver resection for pediatric liver tumors: a systematic review and meta-analysis.
PMID 42568476 Published: 2026-07-24 Ingested: 2026-08-17 12:23 AM Frontiers in pediatrics
AI 50.90
Standard 73.0
Final 63.06
AI Summary

This systematic review and meta-analysis of nine studies involving 144 pediatric LLR patients reports that laparoscopic liver resection was feasible in selected patients, with longer operative time but shorter hospitalization than open resection and limited evidence on long-term oncologic outcomes.

Why It Matters

The evidence suggests that laparoscopic liver resection may offer selected children a shorter hospital stay without greater blood loss than open surgery; it remains an inference—not established by these non-randomized data—that appropriately selected patients could achieve comparable long-term cancer control with reduced perioperative burden.

B
AI 45.20
Standard 77.64
Final 63.04
AI Summary

In a national retrospective cohort of 4,247 people aged under 25 who died after a cancer diagnosis in England during 2012–2020, 52% received defined high-intensity end-of-life treatment and 45% died in hospital, with variation by age and cancer type.

Why It Matters

The evidence identifies frequent intensive treatment near death but does not establish that it was inappropriate or that a particular intervention improves outcomes; as an inference, earlier or better-integrated palliative-care pathways could potentially reduce non-beneficial treatment and hospital deaths, which requires prospective evaluation.

B
AI 52.10
Standard 71.8
Final 62.94
AI Summary

In a 15-center Argentine retrospective cohort of 305 adolescents and adults with Philadelphia chromosome-negative acute lymphoblastic leukemia, public-institution treatment was associated with worse overall survival and substantially lower access to indicated first-line allogeneic stem cell transplantation.

Why It Matters

The study provides observational evidence that healthcare setting is associated with transplant access and survival; it supports, but does not test, the hypothesis that interventions removing referral, donor-search, financial, or capacity barriers could increase timely transplantation and potentially improve outcomes among eligible patients.

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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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