A grade PMID 42321916
View analysis →Finding therapies hidden in 37,300 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 a PHIS retrospective cohort of 533 children aged 5 years or younger undergoing choledochal cyst excision, laparoscopic and open surgery had similar 90-day overall complication rates, while laparoscopy was associated with several perioperative recovery advantages but more biliary calculi at follow-up.
The evidence supports laparoscopy as a potentially less resource-intensive operative approach in selected young children with choledochal cysts; it is an inference—not established by this nonrandomized study—that choosing laparoscopy itself improves recovery, because baseline disease severity, admission type, age, and reconstruction technique differed between groups.
In a retrospective Vietnamese cohort of 295 patients undergoing curative-intent HCC resection, advanced TNM stage, microvascular invasion, positive margins, and Child-Pugh B status independently predicted poorer disease-free survival, while a derived nomogram showed modest discrimination.
The evidence supports postoperative recurrence-risk stratification rather than a treatment effect; it may be inferred that identifying high-risk patients could guide surveillance intensity or selection for future adjuvant-treatment studies, but this record does not show that such strategies improve outcomes.
In a prospective pilot study of 21 critically ill children with external-ventricular-drain ICP monitoring, lower cerebral NIRS rSO2, greater agitation, higher MAP, CRP, and etiology were associated with higher intracranial pressure, while pain score was not.
The study provides observational evidence that cerebral NIRS may serve as a non-invasive correlate within multimodal ICP monitoring and that agitation accompanies higher ICP; it is an untested inference that NIRS-guided surveillance or distress-reduction interventions could reduce intracranial hypertension or improve outcomes in children with leukemia or intracranial masses.
This FAERS pharmacovigilance study evaluated 115,346 monoclonal-antibody reports and identified 29 disproportionate gastrointestinal adverse-event signals, including enterocolitis and gastrointestinal perforation, with the most signals reported for bevacizumab.
The evidence supports safety signals rather than causality or a treatment effect; as an inference, validating antibody-specific gastrointestinal risks could improve surveillance, treatment selection, and early toxicity management in oncology, but no pediatric-specific strategy is demonstrated.
In a retrospective cohort of 1,566 pediatric port placements, severe preoperative neutropenia and steroid use were associated with higher 30-day port-infection odds, while the neutropenia association was not significant among patients receiving prophylactic antibiotics.
The evidence supports associations rather than causation; it raises the hypothesis that targeted perioperative antibiotic prophylaxis or delaying port placement during severe neutropenia could reduce early port infections, but prospective studies are needed before either strategy can be considered established.
The study reports that CKMT2 is overexpressed and prognostically adverse in osteosarcoma datasets and that CKMT2 silencing in MG63 cells suppresses malignant phenotypes while reducing PKM2, LDHA, pyruvate, and lactate.
The supplied evidence supports CKMT2 as a candidate osteosarcoma dependency linked to altered pyruvate metabolism; it is reasonable but still inferential to hypothesize that pharmacologic CKMT2 inhibition could restrain tumor growth or invasion, because no validated inhibitor, animal efficacy, safety, or human treatment data are reported.
In a retrospective audit of 240 pediatric and young adult patients with Ewing sarcoma or rhabdomyosarcoma, of whom 133 met inclusion criteria, FDG-PET/CT showed a 99% overall negative predictive value for bone marrow involvement, supporting investigation of BMAT omission when PET/CT is negative.
The reported human observational data suggest—but do not establish—that a negative FDG-PET/CT could support omission of invasive bone marrow aspirate and trephine biopsy during staging, potentially reducing procedural burden; prospective validation is particularly needed in rhabdomyosarcoma, where sensitivity was 88%.
This review synthesizes clinical and preclinical literature suggesting that cancer cachexia is associated with underrecognized bone loss and skeletal fragility, including osteosarcopenia, in non-metastatic adult and pediatric cancers.
The supplied evidence supports cachexia-associated skeletal deterioration as a potentially important clinical problem; it remains an inference, not a demonstrated intervention effect, that musculoskeletal screening or therapies targeting systemic cachectic pathways could prevent bone loss, fractures, or adverse outcomes.
In a retrospective cohort of 27 pediatric craniopharyngioma survivors, preoperative hydrocephalus was associated with worse performance across multiple neurocognitive domains, while endoscopic endonasal surgery was associated with worse recall memory and processing speed than craniotomy.
The evidence supports preoperative hydrocephalus as a potential marker of neurocognitive risk; it is an untested inference that earlier hydrocephalus management, treatment planning informed by this risk, or intensified neuropsychological surveillance and rehabilitation could improve outcomes.
In a 604-patient ALL cohort from northern Thailand, higher air-pollutant concentrations—particularly PM2.5 ≥50 µg/m³—were associated with mortality, with the clearest reported pollution-related signal in pediatric patients.
The observational evidence supports air pollution as a possible prognostic or modifiable exposure in pediatric ALL; it can be inferred, but is not demonstrated here, that reducing exposure during treatment might improve outcomes or identify patients needing additional supportive measures.
This case report describes staged limb-salvage reconstruction in a 10-year-old girl with distal femoral osteosarcoma using a hybrid endoprosthesis–motorised lengthening nail, achieving 6 cm of distraction-generated length and a reported 1-cm residual discrepancy with pain-free activity at latest follow-up.
The reported case supports feasibility of generating native bone length after pediatric osteosarcoma resection through a temporary hybrid endoprosthesis–motorised nail construct; it remains an inference, requiring larger and longer-term studies, that this strategy could preserve bone stock, reduce repeated prosthetic expansions, and improve future revision options compared with conventional expandable prostheses.
In a cross-sectional study of 121 young adult childhood cancer survivors, greater neighborhood deprivation was associated with greater posttraumatic growth, while posttraumatic stress statistically mediated this association in a manner that varied by neighborhood conditions.
The evidence identifies neighborhood context and posttraumatic stress as correlates of posttraumatic growth; it can be hypothesized, but is not demonstrated, that socioecologically tailored psychosocial interventions could improve survivorship well-being.