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
View analysis →A grade PMID 42372741
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View analysis →A grade PMID 41756844
View analysis →A grade PMID 42765973
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All ranked pediatric cancer papers
This review describes the shift in pediatric bladder/prostate rhabdomyosarcoma from radical upfront surgery toward fusion-informed risk stratification and multimodal, organ-sparing care coordinated by multidisciplinary surgical teams.
The review reports that contemporary chemotherapy, radiation, delayed surgery, and PAX-FOXO1–informed risk stratification are used to balance tumor control with bladder preservation; it further proposes, rather than directly demonstrates, that closer collaboration between pediatric urology and pediatric surgery may reduce protocol deviations, inadvertent upstaging, and operative burden.
This paper presents a protocol for a systematic review and meta-analysis of adult and pediatric studies examining methadone-associated QTc prolongation and major cardiac events across opioid-use, cancer-pain, and surgical-pain settings.
The record provides no completed efficacy or safety results; it proposes that methadone may prolong QTc in a dose- and time-dependent manner, and it can be inferred that quantifying this association could eventually support safer dosing, monitoring, and treatment selection for pediatric cancer pain.
This systematic review of 32 studies reports that pediatric and adolescent DICER1-associated thyroid cancers are predominantly papillary or follicular carcinomas, may show capsular invasion, and reportedly infrequently metastasize to lymph nodes or distant organs.
The evidence supports DICER1 as a clinically relevant susceptibility and tumor-classification marker in pediatric thyroid cancer; it may inform genetic evaluation, surveillance, risk stratification, or treatment planning, but these applications are inferential because the review reports no therapeutic intervention or prospective clinical validation.
In this prospective single-centre cohort of paediatric haemato-oncology febrile-neutropenia admissions, respiratory support and lower admission albumin were strongly associated with in-hospital mortality, while age, albumin, respiratory support, and gram-negative bacteraemia were associated with prolonged fever or death before defervescence.
The evidence supports these routinely available variables as candidate prognostic markers; it is only an inference that externally validated risk models using them could enable earlier escalation, targeted monitoring, or treatment selection and thereby improve outcomes.
Integrated analysis of public RNA-sequencing datasets from 25 DIPG and 45 normal brain samples identified upregulated PVT1, downregulated miR-34a, and correlated oncogenic transcripts consistent with a predicted PVT1–miR-34a competing endogenous RNA network.
The supplied computational and correlative evidence identifies the PVT1–miR-34a axis as a candidate vulnerability; it is inferred—but not experimentally demonstrated—that inhibiting PVT1 or restoring miR-34a could suppress oncogenic programs in DIPG.
This narrative review summarizes isavuconazole pharmacology and therapeutic considerations across special populations, including pediatric patients and patients with hematologic malignancies, while highlighting selective TDM, drug–drug interactions, and major evidence gaps.
The supplied review indicates that isavuconazole is an available option for invasive mould infections with potentially useful tolerability and formulation features; by inference, individualized dosing, interaction assessment, and selective TDM could improve its use in pediatric oncology patients with altered pharmacokinetics or complex concomitant therapy, but the record does not establish improved outcomes in this population.
In the ALL-BFM 2000 cohort, overweight or obesity at ALL diagnosis was independently associated with inferior event-free survival among male patients aged 10 years or older, with increased relapse or death in some risk groups.
Evidence: excess body weight identifies a subgroup of adolescent males with ALL who have worse outcomes despite established risk classification. Inference: prospective validation could support incorporating weight, age, and sex into risk assessment and testing whether tailored supportive care, pharmacokinetic monitoring, or weight-directed interventions improve outcomes; this record does not demonstrate benefit from any intervention.
This single-institution retrospective cohort reports perioperative outcomes for robot-assisted thoracoscopic resection of mediastinal tumors in 168 children and identifies tumor size greater than 5 cm and malignant pathology as risk factors for adverse perioperative outcomes.
The evidence supports the feasibility of robot-assisted thoracoscopic resection in selected pediatric patients at an experienced institution; it is reasonable but unproven to hypothesize that tumor size and pathology could guide surgical selection and perioperative planning, because no comparator group or prospective validation is reported.
This population-based Japanese registry study of 1,209 bone sarcomas and 3,096 soft-tissue sarcomas in patients under 40 reports age-related treatment differences, three-year overall survival of 67% and 79%, respectively, and associations of prognosis with disease extent and surgery.
The evidence shows age-associated differences in treatment patterns and outcomes but does not test a therapeutic intervention; as an inference, these findings could support studies examining whether harmonizing age-appropriate sarcoma care or referral practices improves outcomes, particularly for underserved pediatric or AYA groups.
The study uses primary laboratory micro-costing and exploratory modeling to estimate the manufacturing and hospital costs of NK-cell therapy for pediatric solid tumors, identify major production cost drivers, and calculate illustrative cost-effectiveness thresholds using proxy effectiveness inputs.
Evidence: expansion, mRNA transfection, and T-cell depletion account for most modeled manufacturing costs, suggesting concrete targets for process optimization. Inference: if future clinical studies demonstrate sufficient efficacy and safety—at least the modeled 2.67-QALY gain under the stated assumptions—optimized NK-cell manufacturing could support a cost-effective pediatric solid-tumor therapy; this record does not establish clinical benefit.
In FCM images from 141 specimens obtained from 42 children, a convolutional neural network classified malignant, benign, and healthy tissue, detecting malignant tiles with 91.35% accuracy and producing heatmaps that highlighted cellular-level architectural distortion.
The evidence supports feasibility for automated, spatially interpretable classification of pediatric tissue on ex vivo FCM images; it remains an inference that prospective intraoperative use could improve real-time surgical decision-making or clinical outcomes.
This narrative review summarizes the heterogeneous viral and immune-mediated pathobiology of pediatric myocarditis and discusses contemporary diagnostics, imaging, risk stratification, heart-failure management, immunomodulation, mechanical support, and surveillance.
The review supports the general premise that etiologic classification and integrated biomarker, imaging, functional, and arrhythmic risk assessment may enable more individualized treatment of pediatric myocarditis; however, any benefit from biomarker-guided immunotherapy or precision approaches remains a proposed direction rather than established evidence in this record.