A grade PMID 42321916
View analysis →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.
Ranked Discovery Journal Articles
A grade PMID 42690647
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All ranked pediatric cancer papers
A multidisciplinary consensus panel reviewed the limited pediatric cryoablation literature and prioritized comparative studies in pulmonary metastases and desmoid tumors, along with research on effects on healthy bone, cartilage, and growth plates.
The panel identifies—but does not establish—the hypothesis that cryoablation could offer local control or quality-of-life benefits in selected pediatric malignancies and aggressive benign diseases, potentially complementing systemic therapy or providing an alternative to surgery; prospective comparative studies are required to test efficacy, complications, and developmental toxicity.
The study integrates public bulk and single-cell neuroblastoma transcriptomic data, computational modeling, and RT-qPCR validation to identify five myeloid cell differentiation-related prognostic genes and an associated survival risk model with tumor-microenvironment and predicted drug-sensitivity differences.
Evidence in the record links the five-gene signature to prognosis, immune and stromal features, and computationally predicted sensitivity to entinostat and sapitinib; it may therefore support risk-adapted treatment selection or target discovery, but prospective prognostic validation and experimental or clinical confirmation of drug response are still required.
In a 51-patient pediatric B-ALL cohort with 11 relapses, high-risk cytogenetics and positive end-of-induction MRD independently predicted relapse, while adverse copy-number alterations showed a nonsignificant trend.
The evidence supports combining diagnostic genomic risk with end-of-induction MRD for relapse stratification; it is an inference, not tested here, that this strategy could guide treatment intensification, alternative therapy, or toxicity-sparing de-escalation and thereby improve outcomes.
In a multicohort retrospective study of 11,089 adult and pediatric brain MRI examinations, a deep-learning model predicted tumour enhancement from non-contrast sequences with 83.0% balanced accuracy, although voxel-level performance was lower in the small pediatric subset.
The study provides evidence that non-contrast MRI can support AI-based prediction of brain tumour enhancement; it is an inference, not a demonstrated clinical outcome, that validated pediatric-specific use could reduce unnecessary gadolinium exposure or identify patients who should receive contrast during the same imaging visit.
In a two-center retrospective cohort of 327 adults with AML receiving intensive induction chemotherapy, enteral nutrition was associated with less weight loss, higher albumin levels, and less severe malnutrition than parenteral nutrition, without a significant overall-survival difference.
The reported association suggests—but does not establish—that prioritizing enteral over parenteral nutrition during intensive AML induction could better preserve nutritional status; prospective controlled studies are needed to determine causality, safety, treatment-tolerance effects, and applicability to pediatric patients.
In 2,358 children enrolled on COG AREN03B2, multidisciplinary real-time central review supported risk assignment for renal tumor trials, with 73.8% of patients with unilateral tumors assigned within the required 14-day window.
The evidence shows that centralized radiology, pathology, and surgical review can provide timely trial risk assignment for most eligible patients; it is reasonable but unproven to infer that improving submission and review bottlenecks could increase appropriate protocol enrollment and treatment selection.
This Japanese hospital-claims cohort of 261 patients aged 0–17 years with juvenile generalized myasthenia gravis found frequent corticosteroid use, limited tacrolimus use, and greater use of intensive treatment and ICU hospitalization among adolescents than younger children.
The observed combination of substantial corticosteroid exposure and steroid-sparing immunosuppressant use in only about one-third of patients identifies a potential management gap; it may justify prospective testing of steroid-sparing strategies, but this descriptive study provides no evidence that such strategies improve efficacy, safety, or long-term outcomes.
TargetPrior is a computational framework that uses stability-selected relapse-associated miRNA signatures and literature-curated miRNA–gene networks to prioritize candidate drug targets in childhood acute myeloid leukemia, with benchmarking and independent dataset analysis supporting its ranking approach.
The record supports TargetPrior as a hypothesis-generation and target-ranking tool; it remains an inference that its prioritized genes will identify effective therapies, improve relapse outcomes, or guide treatment selection because no functional target validation, drug testing, or clinical evaluation is reported.
This umbrella review of 40 systematic reviews and meta-analyses found moderate-certainty associations between pediatric computed tomography or protracted low-dose-relevant radiation exposure and leukemia incidence, while evidence for several other exposure–tumor relationships was less certain.
The evidence supports the hypothesis that reducing avoidable pediatric low-dose ionizing radiation exposure could lower subsequent leukemia risk; however, this is an inference for cancer prevention and radiation protection, not evidence that a specific exposure-reduction intervention improves clinical outcomes.
This meta-analysis estimates that 1,166 of 41,366 cancers (2.8%) diagnosed in individuals aged 19 years or younger in Europe and North America in 2022 were attributable to EBV, primarily Hodgkin lymphoma, Burkitt lymphoma, and nasopharyngeal cancer.
The evidence establishes a population-level estimate of EBV-associated pediatric cancer burden but does not test an intervention; inferentially, the concentration of EBV positivity in specific cancers—especially nasopharyngeal cancer—could support research into EBV prevention, biomarkers, or virus-directed therapies.
In a single-center prospective real-world cohort of 201 adults with hepatitis B virus-related hepatocellular carcinoma, adjunctive Heshu Xiaoji pills were associated with longer progression-free survival after propensity score matching, no statistically significant overall-survival improvement, and comparable adverse events versus standard treatment alone.
The reported human observational evidence supports testing whether Heshu Xiaoji pills can improve progression-free survival when added to standard treatment for HBV-related hepatocellular carcinoma; any causal benefit, active constituent, biological mechanism, responsive subgroup, or relevance to pediatric liver cancer remains inferential and requires controlled validation.
In a single-center retrospective cohort of 32 children undergoing surgery for pancreatic solid pseudopapillary neoplasm, selective parenchyma-preserving procedures generally preserved recognized pancreatic function, but pancreatic-head enucleation raised fistula and margin-related concerns, including one local recurrence after R1 resection.
The reported clinical evidence suggests that selective parenchyma-preserving surgery may reduce loss of pancreatic tissue in appropriately chosen children, while the inference requiring prospective validation is that procedure selection based on tumor location and ability to achieve clear margins can preserve long-term function without compromising oncologic control.