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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
Pseudotumoral Hilar Lesion Mimicking Cholangiocarcinoma Revealing Primary Sclerosing Cholangitis in a Child.
PMID 42592495 Published: 2026-08-12 Ingested: 2026-08-17 12:23 AM European journal of pediatric surgery reports
AI 46.90
Standard 56.4
Final 52.12
AI Summary

This single pediatric case describes mass-forming primary sclerosing cholangitis that mimicked hilar cholangiocarcinoma, with diagnosis established after lesion excision and improvement following Roux-en-Y hepaticojejunostomy.

Why It Matters

The reported evidence shows that surgical excision with biliary reconstruction relieved obstruction in this child and enabled definitive exclusion of malignancy; it is only an inference that this approach may benefit similarly selected children when less-invasive testing cannot distinguish pseudotumoral PSC from cancer.

C
Case Report: Clinical analysis and literature review of two cases of high-grade adult-type cervical embryonal rhabdomyosarcoma.
PMID 42643452 Published: 2026-08-11 Ingested: 2026-08-28 09:15 AM Frontiers in oncology
AI 39.60
Standard 62.3
Final 52.09
AI Summary

This report describes two reproductive-age women with stage IVB high-grade cervical embryonal rhabdomyosarcoma treated with different multimodal regimens and emphasizes immunohistochemical confirmation, early metastatic behavior, and selectively explored molecularly guided therapy.

Why It Matters

The cases provide anecdotal evidence that multimodal management is feasible in advanced adult cervical ERMS; it is an inference—not established efficacy—that neoadjuvant chemotherapy, feasible radical resection, chemoradiotherapy, or alteration-matched maintenance therapy could improve survival in selected patients.

C
Risk factors and outcomes of Pneumocystis jiroveciii pneumonia in Christchurch, New Zealand: a retrospective clinical study.
PMID 42791202 Published: 2026-09-25 Ingested: 2026-09-27 09:15 AM Infectious diseases (London, England)
AI 34.70
Standard 66.3
Final 52.08
AI Summary

This single-center retrospective study of 190 treated adults with laboratory-positive PJP found frequent recent corticosteroid exposure, substantial 30-day mortality, and infrequent prophylaxis use, but it excluded all patients younger than 18 years.

Why It Matters

Evidence: corticosteroid exposure was common among adult PJP cases, and only 3.7% were receiving chemoprophylaxis at diagnosis. Inference: prospectively defined prophylaxis strategies for selected high-risk steroid recipients might prevent PJP, but this study does not establish prophylactic efficacy, safety, eligibility thresholds, or applicability to pediatric oncology.

B
A safety review of jak inhibitors for managing alopecia areata.
PMID 42732999 Published: 2026-09-13 Ingested: 2026-09-15 09:15 AM Expert opinion on drug safety
AI 25.20
Standard 74.06
Final 52.07
AI Summary

This narrative safety review synthesizes adult alopecia areata data on baricitinib, ritlecitinib, deuruxolitinib, and other JAK inhibitors, concluding that serious adverse outcomes appear uncommon in appropriately selected adults while emphasizing individualized, disease- and agent-specific risk assessment.

Why It Matters

The supplied review supports the use of individualized safety assessment and monitoring for JAK inhibitors in adults with alopecia areata; any inference that these safety findings could guide JAK-inhibitor use in pediatric oncology is indirect and unsupported by pediatric cancer data in this record.

C
Combined SERS and chemometric analyses of blood plasma and bone marrow towards pediatric leukemia biomarkers detection.
PMID 42618682 Published: 2026-08-19 Ingested: 2026-08-22 09:15 AM Mikrochimica acta
AI 45.60
Standard 57.35
Final 52.06
AI Summary

This human observational study reports that label-free SERS combined with chemometric analysis differentiated pediatric ALL from healthy samples in bone marrow and blood plasma and identified several Raman bands associated with patient condition and treatment time points.

Why It Matters

The supplied evidence supports SERS-derived spectral patterns as candidate diagnostic or monitoring biomarkers in pediatric ALL; it remains an inference that validated plasma-based models could eventually enable less invasive disease assessment or inform treatment decisions.

C
AI 45.50
Standard 57.4
Final 52.05
AI Summary

Multimodal single-cell profiling and immunofluorescence of human pediatric thymic epithelial cells identified a NEURL2-positive cTEC-like population, two mTEC(III) populations, and chromatin-accessibility patterns associated with predicted differentiation trajectories and tissue-restricted antigen expression modes.

Why It Matters

The record provides evidence for distinct pediatric TEC populations and associations between chromatin state, differentiation, and self-antigen expression; it remains an inference that manipulating these regulatory programs could improve thymic immune reconstitution, tolerance, or cancer-related immune therapies, because no intervention or clinical outcome was tested.

C
Survival in children and adolescents with life-limiting conditions-a nationwide cohort study.
PMID 42776467 Published: 2026-09-23 Ingested: 2026-09-25 09:15 AM European journal of epidemiology
AI 33.60
Standard 67.12
Final 52.04
AI Summary

This nationwide Danish registry cohort of 102,793 children and adolescents with life-limiting conditions found high overall 1- and 10-year survival, concentration of deaths in the first year after diagnosis, and poorer survival among specific clinical and socioeconomic groups, with malignancy associated with the poorest survival in patients diagnosed at age one year or older.

Why It Matters

The study provides observational evidence that prognosis varies by age, disease group, concurrent diagnoses, diagnostic period, and parental education; it may therefore support the hypothesis that risk-stratified, longitudinal supportive and palliative-care pathways could improve care allocation, but it does not test whether such pathways or any cancer therapy improve outcomes.

B
AI 28.80
Standard 71.0
Final 52.01
AI Summary

In a large retrospective pediatric surgical cohort, internally validated XGBoost and random-forest models predicted 30-day mortality, but the best ML model performed similarly to the regression-based PRAm score and provided no substantial additional net benefit.

Why It Matters

The evidence supports preoperative mortality-risk prediction rather than a cancer treatment: although improved risk stratification could theoretically guide perioperative planning and reduce harm among pediatric oncology patients undergoing surgery, this benefit was not tested, and no oncology-specific performance or clinical outcome improvement was reported.

B
Childhood socioeconomic circumstances and adult mortality: a systematic review and meta-analysis.
PMID 42772297 Published: 2026-10-01 Ingested: 2026-09-24 09:15 AM The Lancet. Public health
AI 23.90
Standard 75.0
Final 52.00
AI Summary

This systematic review and meta-analysis of 102 observational studies reports that disadvantaged childhood socioeconomic circumstances are associated with increased adult all-cause and cause-specific mortality, including lung cancer mortality.

Why It Matters

The evidence supports an association between childhood socioeconomic disadvantage and later mortality; it is reasonable but unproven to hypothesise that early-life social or public-health interventions could reduce long-term mortality inequalities, with no supplied evidence establishing a pediatric-oncology treatment or cancer-specific intervention.

B
Neighborhood factors and treatment outcomes in pediatric acute lymphoblastic leukemia: A REDIAL Consortium report.
PMID 42617050 Published: 2026-08-19 Ingested: 2026-08-21 09:15 AM Cancer research communications
AI 29.80
Standard 70.14
Final 51.99
AI Summary

In a multicenter Texas cohort of 1,348 patients aged 0–24 years with ALL, neighborhood socioeconomic disadvantage and Hispanic enclave residence were not independently associated with end-of-induction MRD positivity, relapse, event-free survival, or overall survival after adjustment for clinical and cytogenetic factors.

Why It Matters

The evidence does not identify a therapeutic target or intervention; as an inference, the adjusted null findings suggest that efforts to reduce ALL outcome disparities may need to address other social determinants, treatment-access factors, disease characteristics, survivorship, or late effects rather than neighborhood indices alone.

C
AI 38.40
Standard 63.1
Final 51.99
AI Summary

In a SEER analysis of 39 pancreatoblastoma cases, pediatric patients had substantially better cancer-specific survival than adults, while pancreatoblastoma overall had better survival than pancreatic ductal adenocarcinoma.

Why It Matters

The evidence supports age as a prognostic correlate in pancreatoblastoma; it remains an untested inference that pediatric and adult tumors are biologically distinct or that molecular profiling— including evaluation of Wnt/beta-catenin signaling—could identify actionable therapeutic targets.

C
Diagnostic and Prognostic Value of miR-27a-5p in Childhood Severe Pneumonia Through Targeted Regulation of FOXO1.
PMID 42576769 Published: 2026-08-01 Ingested: 2026-08-17 12:23 AM APMIS : acta pathologica, microbiologica, et immunologica Scandinavica
AI 42.00
Standard 60.0
Final 51.90
AI Summary

In children with severe versus mild pneumonia, the study reports elevated miR-27a-5p with diagnostic and prognostic associations and presents cell-based evidence that miR-27a-5p targets FOXO1 and affects viability, apoptosis, and inflammatory mediator production.

Why It Matters

The supplied evidence supports miR-27a-5p as a candidate pneumonia biomarker and an in-vitro miR-27a-5p–FOXO1 regulatory relationship; it remains an inference that inhibiting miR-27a-5p or restoring FOXO1 could improve severe pneumonia or provide supportive-care benefit in pediatric oncology.

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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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