A grade PMID 42321916
View analysis →Finding therapies hidden in 37,335 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 42372741
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All ranked pediatric cancer papers
This population-based Québec study of 2,927 patients aged 0–19 years found that diagnostic intervals varied substantially by cancer type, age, rurality, geography, and diagnosis period, with shorter intervals for several cancers during 2020–2022.
The evidence identifies geographic and age-related differences in diagnostic timeliness and an association between the 2020–2022 period and shorter intervals; it can be hypothesized, but is not demonstrated, that adapting care pathways associated with faster referral or emergency-based detection could reduce diagnostic delays for selected pediatric cancers.
This single-child case reports mass-forming primary sclerosing cholangitis that mimicked hilar cholangiocarcinoma and improved after lesion excision with Roux-en-Y hepaticojejunostomy, with histopathology showing periductal fibrosis and no malignancy.
The reported evidence shows that surgery relieved persistent obstruction and established the diagnosis in this child; it may be inferred, but is not demonstrated, that recognizing pseudotumoral PSC could improve diagnostic and surgical decision-making when pediatric hilar masses cannot be classified noninvasively.
Using SEER data from 2,427 pediatric neuroblastoma patients, the study developed and internally validated six prognostic models, with XGBoost providing the best reported overall-survival discrimination and separating patients into three risk groups.
The evidence supports XGBoost-based prognostic stratification using routinely available clinical variables; it is only an inference that, after external and prospective validation, such stratification could improve treatment selection, surveillance, or trial enrollment, because no model-guided intervention or outcome benefit was tested.
In a cross-sectional survey of 2,755 Chinese college students, two HPV vaccine-belief profiles were identified, with greater knowledge, social support and service accessibility, e-health literacy, and active information seeking associated with the profile showing higher vaccination intention and uptake.
The study provides associative evidence that e-health literacy and vaccine knowledge track with more favorable beliefs and uptake; it can therefore be hypothesized—but is not demonstrated—that interventions improving these factors could reduce barriers and increase HPV vaccination, potentially strengthening long-term prevention of HPV-related cancers.
This methodological commentary identifies biological domain shift, patient-level statistical nesting, and inadequate radiotherapy-specific benchmarking as concerns in a generative AI tumor-growth model externally evaluated in 13 pediatric diffuse midline glioma patients.
Evidence: the discussed model generated patient-specific MRI tumor-growth maps, but growth-region performance was low and variable in the small external cohort. Inference: pediatric-specific training, patient-level statistical evaluation, and validation against radiotherapy-relevant endpoints could determine whether such models eventually improve target delineation or reduce geographic miss and normal-tissue exposure; no therapeutic benefit is demonstrated here.
In a cross-sectional survey of 390 Chinese breast cancer survivors aged 18–49 within five years after treatment, poorer psychosocial adaptation was associated with greater existential distress, with statistical mediation through perceived social support and psychological resilience.
The study provides associative evidence that social support and resilience are linked to lower existential distress; it suggests—but does not demonstrate—that interventions strengthening these factors could improve psychological outcomes during breast cancer rehabilitation.
Multimodal single-cell profiling and immunofluorescence of human pediatric thymic epithelial cells identify a NEURL2-positive cTEC-like population, distinguish two mTEC(III) populations, and associate differentiation trajectories with chromatin-accessibility and self-antigen-expression modes.
The record provides evidence for previously characterized TEC states and associations between chromatin accessibility, TEC differentiation, and tissue-restricted antigen expression; it remains an inference that manipulating these programs could support thymic regeneration, immune tolerance, or cancer-related immune therapies.
This single-center retrospective MENA-region cohort found age-associated differences in risk classification, driver-mutation distributions, and thrombotic phenotype among 220 patients with Philadelphia-negative MPNs, while overall survival was similar between AYA and older adults.
The reported age-associated molecular and clinical differences could, by inference, support AYA-specific risk assessment or treatment-selection studies, but this record provides no evidence that an age-tailored therapeutic strategy improves outcomes.
This single-center retrospective study of 452 autologous hematopoietic cell transplant recipients treated from 1999–2014 reports gradually declining survival beyond 10 years but finds that a meaningful proportion survived for 20 years across several hematologic indications.
The reported long-term survival supports auto-HCT as potentially curative for some patients with selected hematologic disorders; however, any inference about pediatric benefit, optimal patient selection, or comparative effectiveness requires age-specific and controlled analyses not provided here.
This two-patient pediatric case series reports laryngotracheal mucosal neuromas causing obstruction and progressive respiratory compromise as the initial presentation of RET mutation-confirmed MEN2B.
The reported cases support airway evaluation and prompt RET testing when children with obstruction also have MEN2B-associated phenotypic or familial features; it is an inference, not tested here, that earlier recognition and multidisciplinary management could accelerate MEN2B-directed surveillance and treatment and reduce airway morbidity.
This case report describes cytology-confirmed isolated ocular relapse of B-cell acute lymphoblastic leukemia in a 5-year-old girl after initially negative systemic and aqueous evaluations, followed by palliative orbital radiotherapy and subsequent involvement of the opposite eye.
The report provides evidence that ocular relapse can occur despite a negative systemic work-up and may require repeat intraocular sampling for confirmation; it suggests, but does not establish, that earlier recognition and locally directed therapy could improve ocular disease control when systemic options are exhausted.
In a multicenter Swiss cross-sectional survey of 103 parents of 81 children who died from cancer, grief remained detectable long after loss, with 12% classified in a high-grief profile and greater intensity associated with poverty risk, death in a healthcare facility, and shorter time since death.
The study provides observational evidence that socioeconomic vulnerability and circumstances of death identify parents with greater grief intensity; it is reasonable, but unproven, to hypothesize that risk-informed, sustained bereavement and palliative-care support could reduce prolonged grief or its consequences.