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Record W4411404848 · doi:10.1016/j.modpat.2025.100825

HER2, HER3, and Mismatch Repair Protein Expression in Stage IV Small Bowel Adenocarcinoma: Results From a Multicenter Series

2025· article· en· W4411404848 on OpenAlexaff
Alessandro Vanoli, Tina Colella, Paola Parente, Giuseppe De Lisi, Federica Grillo, Erica Quaquarini, Salvatore Corallo, Rondell P. Graham, An Outtier, Annick Moens, Gert De Hertogh, Camilla Guerini, Roberta Riboni, Paola Alberizzi, Luca Mastracci, Matteo Fassan, Paolo Pedrazzoli, Marco Vincenzo Lenti, Catherine Klersy, Marco Paulli, Antonio Di Sabatino

Bibliographic record

VenueModern Pathology · 2025
Typearticle
Languageen
FieldMedicine
TopicGastrointestinal Tumor Research and Treatment
Canadian institutionsUniversity Hospital Foundation
FundersIstituto di Ricovero e Cura a Carattere ScientificoMinistero dell'Istruzione e del MeritoUniversità degli Studi di PaviaMinistero dell’Istruzione, dell’Università e della RicercaMinistero della SaluteDipartimenti di EccellenzaFondazione IRCCS Policlinico San Matteo
KeywordsPathologyAdenocarcinomaStage (stratigraphy)MedicineProtein expressionSeries (stratigraphy)OncologyInternal medicineBiologyCancer

Abstract

fetched live from OpenAlex

Small bowel adenocarcinoma (SBA) is a rare and aggressive malignancy. One-third of SBA cases are diagnosed at an advanced stage, often with limited treatment options. Recent clinical trials have underscored the importance of testing predictive biomarkers for therapy response in advanced solid tumors, particularly with respect to antibody-drug conjugates and immunotherapy. However, few studies have investigated the expression of mismatch repair (MMR) proteins, HER2, and HER3 in metastatic SBA. In this study, the immunohistochemical expression of MMR proteins, HER2 (using gastric cancer scoring criteria), and HER3 was assessed in a multicentric series of 26 stage IV SBAs. In 7 cases, tissues from both the primary tumor and paired distant metastasis were tested for all biomarkers, and any discordance in biomarker expression (ie, spatial heterogeneity) was recorded. For comparison, a cohort of 47 stage III SBA patients was also evaluated. MMR deficiency (MMRd), HER2 positivity (score 3+ or 2+ with gene amplification), and HER3 positivity were identified in 11.5%, 7.7%, and 40% of stage IV SBAs, respectively, with limited overlap among the biomarkers. One stage IV SBA showed heterogeneous MMR status, with a distinct subclone lacking MSH6 expression. When stage III SBAs were compared with stage IV SBAs, MMRd was more frequent (31.9%) among stage III SBAs. In 1 case (14%), the primary tumor was MMR-proficient, HER2-negative, and HER3-negative, whereas the metachronous distant metastasis was MMR-deficient, HER2-negative, and HER3-positive. The percentage of MMRd and HER2 positivity observed in stage IV SBAs highlights the need to assess HER2 and MMR status in these rare tumors. Our findings also suggest that evaluating the response of SBAs to anti-HER3 therapies should be considered in future clinical trials. Additionally, evidence of spatial heterogeneity in biomarker expression emphasizes the importance of assessing biomarkers in metastatic tissue to identify actionable alterations that may not be present in the primary tumor.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.188
Threshold uncertainty score0.638

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 head0.022
GPT teacher head0.277
Teacher spread0.255 · 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 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".

Quick stats

Citations3
Published2025
Admission routes1
Has abstractyes

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