A grade PMID 42321916
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.
Ranked Discovery Journal Articles
A grade PMID 42690647
View analysis →A grade PMID 42372741
View analysis →A grade PMID 42216567
View analysis →A grade PMID 41916649
View analysis →A grade PMID 42382416
View analysis →A grade PMID 42150584
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View analysis →A grade PMID 42362103
View analysis →A grade PMID 42101908
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All ranked pediatric cancer papers
This analysis reports four radiation-induced tumors among 119 children previously treated with pencil beam scanning proton therapy for intracranial ependymoma and Monte Carlo estimates showing higher secondary-neutron exposure from one institutional gantry than another, while treating the possible relationship as hypothesis-generating.
The record supports a device-specific difference in calculated secondary-neutron exposure but does not establish that this caused the observed tumors; it is reasonable to hypothesize that reducing neutron emissions through proton-delivery optimization could lower long-term secondary-tumor risk, requiring validation in larger cohorts with longer follow-up and control of treatment-related confounders.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
In a retrospective matched case-control study of 64 children with brain tumors or non-traumatic intracranial hemorrhage, implementation of a multidisciplinary emergency activation protocol was associated with shorter consultation-to-operating-room times and, in urgent hemorrhage cases, faster initial imaging.
The reported evidence supports improved workflow timing after protocol activation; it is reasonable but unproven to hypothesize that reducing these delays could improve neurologic or oncologic outcomes, because morbidity, survival, safety, and other patient-centered outcomes were not reported.
In a retrospective case series of five patients with anti-NMDAR encephalitis after first-line treatment failure, intravenous efgartigimod was associated with reduced disability scores and serum IgG, CSF antibody negativity in four patients, improvement in MRI or EEG abnormalities, and no reported serious adverse effects.
The reported clinical and biomarker changes support investigating FcRn inhibition as salvage therapy for refractory anti-NMDAR encephalitis; it is inferred, but not established by this uncontrolled series, that depletion of pathogenic IgG caused the neurological improvement or that the approach would benefit pediatric-oncology patients.
The study reports that neuroblastoma and patient-derived glioblastoma cells exhibit adhesion-associated morphologies in a 3D spherical cavity platform, with N-cadherin blockade disrupting spheroids and enhancing DOX cytotoxicity in malignant phenotypes.
The reported 3D associations and ADH-1 experiments support N-cadherin as an adhesion-related vulnerability; it remains an inference, not clinical evidence, that N-cadherin inhibition combined with chemotherapy could improve treatment selection or responses in aggressive neuroblastoma or glioblastoma.
The study reports that PAX3::FOXO1-directed PROTACs degraded up to 70% of endogenous fusion protein in fusion-positive rhabdomyosarcoma cell lines, altered its gene-expression signature, induced myogenic differentiation, synergized with vincristine, and reduced anchorage-independent growth by more than 80%.
The supplied in-vitro evidence supports targeted, proteasome-dependent degradation of PAX3::FOXO1 and associated differentiation and growth impairment; it is reasonable but still inferential to hypothesize that optimized clinical-grade degraders could suppress fusion-positive rhabdomyosarcoma or enhance vincristine activity in patients.
The study reports that BAIAP2 is overexpressed in medulloblastoma, that its knockdown reduces medulloblastoma-cell proliferation and migration, and that the BAIAP2-binding compound NSC678917 produces similar cellular effects.
The supplied evidence identifies BAIAP2 as a candidate medulloblastoma dependency and NSC678917 as a BAIAP2-binding preclinical hit; it is reasonable—but not yet demonstrated—to hypothesize that pharmacologic disruption of the BAIAP2 pathway could limit tumor growth or dissemination in vivo.