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View analysis →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.
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All ranked pediatric cancer papers
In MG63 and Saos2 osteosarcoma cells, astragaloside IV reduced viability and altered ferroptosis-related, oxidative-stress, iron-metabolism, and JAK2/STAT3 markers, with effects attenuated by ferroptosis inhibition or TFRC knockdown.
The reported cell-line evidence supports the hypothesis that astragaloside IV exerts antitumor activity partly through TFRC-dependent ferroptosis accompanied by JAK2/STAT3 inhibition; whether this can produce a safe, selective, and clinically achievable therapeutic effect in osteosarcoma remains an untested inference.
In a single-center retrospective cohort of 57 children with chronic non-bacterial osteomyelitis, 22 received off-label zoledronic acid, with reported clinical improvement in 77%, radiological improvement in 8 of 10 patients with paired whole-body MRI, and no serious adverse events.
The cohort provides preliminary evidence that intermittently dosed zoledronic acid may improve clinical and MRI manifestations of severe or refractory pediatric chronic non-bacterial osteomyelitis; whether it is superior to other treatments or improves long-term outcomes remains an inference requiring controlled prospective study.
In a retrospective single-centre cohort of 60 children undergoing proximal femoral tumour resection and endoprosthetic reconstruction, implant failure patterns differed by age, adolescent THA had better revision-free survival than adolescent hemiarthroplasty, and conversion of failed hemiarthroplasty to THA was generally durable despite early dislocations.
The observed data support age and articulation as potential factors for surgical planning: THA may improve implant durability in adolescents, while patients aged 12 years or younger remain at high revision risk regardless of articulation; this is an observational hypothesis requiring confirmation rather than evidence that one approach is universally superior.
A multidisciplinary UK workshop developed a strategic roadmap for trials in four rare pediatric CNS tumor groups, prioritizing coordinated data collection, international collaboration, and efficient designs such as platform, adaptive, Bayesian, and external-control approaches.
The record provides consensus-based support for trial-infrastructure and design strategies rather than evidence for a specific therapy; it is reasonable to infer that implementing these strategies could accelerate evaluation of treatments in very small pediatric CNS tumor populations, but no therapeutic efficacy, safety, or outcome improvement is demonstrated.
This nationwide Danish registry study found a significant decline in conjunctival papilloma incidence, a nonsignificant decline in juvenile laryngeal papilloma incidence, HPV-6 or HPV-11 in 74.1% of typed laryngeal cases, and no maternal pre-delivery HPV vaccination among affected laryngeal cases.
The evidence shows population-level incidence trends and HPV-6/11 involvement; it supports, but does not establish, the inference that existing HPV vaccination—potentially including maternal vaccination before delivery—could prevent some juvenile laryngeal or conjunctival papillomas.
In a retrospective single-center series of 15 pediatric patients receiving myeloablative VMAT-based total body irradiation before HSCT, plans achieved reported target coverage, lung and kidney dose objectives, and quality-assurance agreement, with one late pulmonary and one severe renal toxicity over a median 18-month follow-up.
The study provides clinical and dosimetric evidence that pediatric VMAT-TBI is technically feasible and can constrain lung and kidney exposure; it is reasonable but not proven to infer that this approach could reduce organ toxicity relative to conventional TBI because no comparator group or long-term outcome analysis is reported.
In a retrospective cohort of 563 patients with advanced hepatocellular carcinoma receiving anti-PD-1/PD-L1 therapy, longitudinal BMI trajectory classes were independently associated with progression-free and overall survival, with high-stable BMI showing the most favorable outcomes and moderate-rapid decline the worst.
The evidence supports dynamic BMI trajectory as a candidate prognostic marker during immunotherapy; it is only an inference that identifying or reversing rapid BMI decline through nutritional, metabolic, or supportive-care interventions would improve treatment outcomes, because no intervention or causal mechanism was tested.
This systematic review and meta-analysis found that SCAN and PYMS were highly sensitive but poorly specific for identifying malnutrition risk in pediatric oncology populations.
Evidence: pooled diagnostic-accuracy results support SCAN and PYMS as sensitive screening tools, although their low specificity may generate false-positive referrals; inference: standardized screening followed by confirmatory nutritional assessment could enable earlier supportive-care intervention, but the record does not show that screening or intervention improves treatment tolerance, toxicity, survival, or other clinical outcomes.
This observational Brazilian analysis reports lower cervical precancer and invasive cervical cancer incidence after national HPV vaccine introduction among vaccine-eligible women, with heterogeneous reductions across regions and possible indirect protection in some non-eligible groups.
The reported population-level associations support HPV vaccination as a plausible cancer-prevention strategy for children and adolescents; however, attributing the reductions—and possible indirect protection—specifically to vaccination remains an inference because the supplied observational comparison does not establish causality or exclude changes in screening, surveillance, or other temporal factors.
In a retrospective cohort of 63 mixed-age patients with relapsed/refractory B-ALL treated with CD19 CAR-T followed by allogeneic HSCT, transplant timing and acute GVHD severity were associated with overall survival, while transplant timing and pre-transplant MRD positivity predicted severe acute GVHD in an internally validated nomogram.
The study provides observational evidence that CAR-T-to-transplant timing, MRD status, and acute GVHD severity can stratify risk; it is reasonable—but not demonstrated here—to hypothesize that prospective use of these factors to optimize transplant timing and GVHD surveillance or prophylaxis could improve outcomes.
In 36 children with APL, multiomics profiling identified two DNA-methylation groups with different survival outcomes and associated hypermethylation with enhancer-localized EBF1 motifs, reduced EP300 expression, and increased MYC activity.
The evidence supports an association between an enhancer-based hypermethylation signature, poorer prognosis, EP300 downregulation, and MYC activation; it can be inferred—but is not experimentally established here—that this axis could enable risk stratification or reveal therapeutic vulnerabilities involving epigenetic regulation or MYC-associated pathways.
This 19-year, single-center retrospective study of 42 children with hepatoblastoma reports that chemotherapy was frequently extended or otherwise adapted to surgical timing—particularly before liver transplantation—with reported toxicity rates no higher than historical figures.
The study provides observational evidence that individualized chemotherapy adaptation can bridge selected children to resection or transplantation; it supports, but does not establish, the hypothesis that timing-responsive treatment strategies preserve operability without materially increasing cardiac, renal, or auditory toxicity.