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Record W4413904064 · doi:10.1016/j.humpath.2025.105926

Assessment of Nectin4-expression in vulvar squamous cell carcinomas (VSCC): correlation with HPV-associated and HPV-independent molecular subtypes

2025· article· en· W4413904064 on OpenAlexaff
Anne Kathrin Höhn, Grit Gesine Ruth Hiller, Benjamin Wolf, Mirjam Forberger, Christine Brambs, C. Blake Gilks, Lien Hoang, Jessica N. McAlpine, Amy Jamieson, Lars‐Christian Horn

Bibliographic record

VenueHuman Pathology · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicWnt/β-catenin signaling in development and cancer
Canadian institutionsVancouver General HospitalUniversity of British Columbia
Fundersnot available
KeywordsPathologyCorrelationVulvar intraepithelial neoplasiaMedicineCancer researchVulva

Abstract

fetched live from OpenAlex

BACKGROUND: The development of antibody-drug conjugates (ADC) for cancer treatment has achieved promising results in different solid tumors and targets. Enfortumab-Vedotin (EV), a humanised anti-Nectin4-IgG1 monoclonal antibody linked to the microtubule-disrupting agent monomethyl auristatin E (MMAE), is an FDA-approved Nectin4-directed ADC for the treatment of locally advanced or metastatic pre-treated urothelial cancer. Targeted therapy with EV requires the expression of Nectin4 within the tumor cells. The present study evaluates Nectin4 expression in vulvar squamous cell carcinomas (VSCC) and its correlation to different VSCC molecular subtypes. METHODS: Immunohistochemical Nectin4-expression was evaluated semiquantitatively on diagnostic biopsies of VSCC using an immunoreactive score (IRS). There was a correlation between IRS and different molecular subtypes of VSCC. RESULTS: ) VSCC, a difference that is not statistically significant. CONCLUSION: molecular subtype), that are associated with the worst prognosis. Therefore, Nectin4-directed ADC such as Enfortumab-Vedotin (EV) may present a potential treatment option in VSCC. Nectin4-expression can easily be assessed by immunohistochemistry on diagnostic biopsies. Clinical trials exploring Nectin4-directed ADCs such as EV are necessary.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.331
Threshold uncertainty score0.583

Codex and Gemma teacher scores by category

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

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 head0.006
GPT teacher head0.250
Teacher spread0.244 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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".

Quick stats

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

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