A grade PMID 42321916
View analysis →Finding therapies hidden in 39,531 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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All ranked pediatric cancer papers
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 children with CAEBV, integrated blood-based profiling identified distinct viral and host DNA methylation patterns, more frequent but unvalidated candidate EBV–host junctions than in infectious mononucleosis, and exploratory reductions in both signals after allogeneic hematopoietic stem cell transplantation.
The reported association between transplantation and reduced EBV methylation and candidate junction signals suggests that these molecular features could potentially serve as treatment-response biomarkers; this is an inference requiring junction validation, larger independent cohorts, and prospective correlation with clinical outcomes, not evidence that the features are therapeutic targets or that they predict benefit.
This multicentre retrospective cohort reports that adolescents and young adults with essential thrombocythaemia have distinct clinical and mutational profiles, better long-term outcomes than older patients, and an age-specific association between CALR mutations and progression to post-ET myelofibrosis.
The evidence supports CALR status and age as candidate factors for risk stratification in AYA essential thrombocythaemia; it is an inference—not tested here—that selectively targeting CALR-mutant clones could prevent or delay myelofibrosis progression.
Integrated single-cell analysis of 140,562 cells from 17 osteosarcoma patients identified fatty acid degradation-associated IBSP+ malignant cells and SPARC+ macrophages, linked their concurrent enrichment to shorter overall survival in independent cohorts, and found that DKK1 silencing reduced malignant behaviors in MG-63 cells.
The supplied evidence supports DKK1 as a candidate marker or effector of an adverse fatty acid metabolism-associated osteosarcoma niche; it is reasonable but still inferential to hypothesize that inhibiting DKK1, or disrupting metabolic signaling between IBSP+ malignant cells and SPARC+ macrophages, could suppress osteosarcoma progression or improve treatment selection.
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.
In a retrospective cohort of 280 pediatric patients, a model combining clinical, multiparametric MRI radiomic, and 2.5D deep-learning features classified germinomas, NGGCTs, and pineal parenchymal tumors with a macro-average AUC of 0.912 and improved radiologist accuracy in a reader study.
The reported evidence supports the model as a potentially useful preoperative classification aid; it may indirectly improve treatment selection and planning if its accuracy and clinical utility are confirmed through external and prospective validation, but no therapeutic intervention or improved patient outcome was tested.
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 report describes two children with endobronchial inflammatory myofibroblastic tumors managed according to anatomy and ALK status—one with lung-sparing robotic sleeve resection and one with endoscopic resection followed by crizotinib—with no recurrence during 6 and 3 months of follow-up, respectively.
The cases provide preliminary evidence that molecular testing and anatomical assessment can inform individualized management of pediatric airway IMT; it is plausible, but not established by this report, that adjuvant ALK inhibition may reduce recurrence risk in ALK-positive disease after incomplete or recurrence-prone local treatment.
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 15-center Argentine retrospective cohort of 305 adolescents and adults with Philadelphia chromosome-negative acute lymphoblastic leukemia, public-institution treatment was associated with worse overall survival and substantially lower access to indicated first-line allogeneic stem cell transplantation.
The study provides observational evidence that healthcare setting is associated with transplant access and survival; it supports, but does not test, the hypothesis that interventions removing referral, donor-search, financial, or capacity barriers could increase timely transplantation and potentially improve outcomes among eligible patients.