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Record W4410979828 · doi:10.1016/j.gim.2025.101478

Wilms tumor characteristics in children with heterozygous germline DIS3L2 variants

2025· article· en· W4410979828 on OpenAlexaff
Sophie E. van Peer, Taryn D. Treger, Jenny Wegert, Janna A. Hol, Jessica Le Gall, Eveliina Jakkula, Junne Kamihara, Elizabeth A. Mullen, Notker Graf, Sam Behjati, Reem Al‐Saadi, C. Duncan, Jaclyn Schienda, Robin De Putter, Jack Brzezinski, Arnauld Verschuur, Orli Michaeli, Michael V. Ortiz, Johanna C. Herkert, Robin L. Armstrong, Esmé Waanders, Roland P. Kuiper, MM van den Heuvel‐Eibrink, Manfred Gessler, Marjolijn C.J. Jongmans

Bibliographic record

VenueGenetics in Medicine · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicRenal and related cancers
Canadian institutionsHospital for Sick Children
FundersNational Cancer InstituteNational Institutes of HealthLittle Princess TrustStichting Prinses Máxima CentrumStichting Kinderen KankervrijUniversitair Medisch Centrum UtrechtWellcome Trust
KeywordsGermlineWilms' tumorGeneticsGermline mutationBiologyMedicineCancer researchMutationGene

Abstract

fetched live from OpenAlex

PURPOSE: Heterozygous germline DIS3L2 pathogenic variants were recently linked to Wilms tumor (WT) predisposition. Limited data on cancer penetrance and characteristics complicate surveillance/management recommendations. This study aims to describe an extended cohort of children with WTs and heterozygous germline DIS3L2 (likely) pathogenic variants ([L]PVs). METHODS: Clinical and tumor data of children with WT and heterozygous germline DIS3L2 (L)PVs were retrospectively collected. RESULTS: Thirty-four children were identified, including 4 familial cases. Germline (L)PVs included exon 9 deletions (n = 28) and other (n = 6) (L)PVs. Seventeen parents were confirmed to have the DIS3L2 (L)PV, of whom 1 had a past WT. Median age at WT diagnosis was 41 months (range: 8-101). A somatic second hit in DIS3L2 was found in 19 of 20 children with genetic tumor data. Five children had bilateral WTs and 11 had metastases (32%). Eight children had high-risk tumor histology (24%, of which 7 post-chemotherapy blastemal). Three children relapsed or developed a second primary tumor; 4 children were deceased. Recurring clinical features were lacking. CONCLUSION: Children with WTs and heterozygous germline DIS3L2 (L)PVs lack a recognizable phenotype. DIS3L2 (L)PVs are a cause for familial WT, but WT penetrance is likely low. This cohort exhibits a high percentage of metastases and high-risk blastemal tumors, which need further study.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.004
GPT teacher head0.243
Teacher spread0.239 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations1
Published2025
Admission routes1
Has abstractno

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