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Record W4416239640 · doi:10.1111/liv.70428

Durvalumab in Advanced Biliary Tract Cancer: Real‐World Data From a Large Cohort of Patients Across Multiple International Centers

2025· article· en· W4416239640 on OpenAlexaff
Margherita Rimini, Lorenzo Fornaro, Masafumi Ikeda, Oluseyi Abidoye, Jessica Lucchetti, Lorenzo Antonuzzo, Jin Won Kim, Federico Nichetti, Anna Saborowski, Tiziana Pressiani, Caterina Vivaldi, Ilario Giovanni Rapposelli, Frederik Peeters, Chiara Braconi, David J. Pinato, Emiliano Tamburini, Chiara Pircher, Stefano Tamberi, Florian Castet, Monica Verrico, Alessandro Parisi, Nuno Couto, Hong Jae Chon, A. Martirena, Ángela Lamarca, Matteo Landriscina, Fabian Fimkelmeier, Ester Oneda, Antonio Avallone, Emanuela Dell’Aquila, Lukas Perkhofer, Il Hwan Kim, C. Pinto, Ingrid Garajová, Beodeul KANG, Salvatore Corallo, Elisabetta Fenocchio, Giovanni Farinea, Alessandro Pastorino, Anna Diana, Changhoon Yoo, Marta Schirripa, Maria Grazia Rodriquenz, Mario Scartozzi, Lucrezia Zumstein, Michele Ghidini, Gerald W. Prager, Giuseppe Aprile, Gian Paolo Spinelli, Su Yung‐Yeh, Stephen L. Chan, Emily Warmington, Alessia Lancianese, Tanios Bekaii‐Saab, Daniele Lavacchi, Min-Su Kang, Sara Lonardi, Arndt Vogel, Alessandra Anna Prete, Silvia Bozzarelli, Francesca Salani, Mara Persano, Gianluca Masi, Rita Balsano, Monica Niger, Silvia Camera, Laura Passeri, Michele Ferrara, Tomoyuki Satake, Lorenza Rimassa, Andrea Casadei‐Gardini

Bibliographic record

VenueLiver International · 2025
Typearticle
Languageen
FieldMedicine
TopicCholangiocarcinoma and Gallbladder Cancer Studies
Canadian institutionsPrincess Margaret Cancer Centre
FundersDipartimento di Medicina Sperimentale e Clinica, Università degli Studi di FirenzeCollege of Medicine, Seoul National UniversitySeoul National University Bundang HospitalIstituto Oncologico VenetoUniversità degli Studi di FirenzeSeoul National UniversityMedizinischen Hochschule Hannover
KeywordsDurvalumabGemcitabineCohortBiliary tract cancerBiliary tractCisplatinCohort study

Abstract

fetched live from OpenAlex

BACKGROUND: We recently published the first real-world multicenter and multi-institutional study of cisplatin, gemcitabine, and durvalumab in patients with advanced biliary tract cancer (BTC). Here we present an expanded patient cohort with an increased sample size and longer median follow-up. METHODS: The study population included patients with advanced BTC, who received cisplatin/gemcitabine plus durvalumab at 55 centers across 12 countries in Europe, the United States, and Asia. The primary endpoints of the study were progression-free survival (PFS) and overall survival (OS). Secondary endpoints were overall response rate (ORR) and safety. RESULTS: Overall, 1358 patients were enrolled. Median PFS was 7.6 months (95% CI: 7.2-8.1), and median OS was 15.6 months (95% CI: 14.8-16.5). ORR was 35.6%, and DCR was 82.7%. Any grade AEs occurred in 1213 patients (89.3%). Grade 3-4 AEs occurred in 597 patients (43.2%). The rate of immune-related AEs (irAE) was 20.3%. Grade 3-4 irAE occurred in 3.0% of patients. At the multivariate analysis for OS, normal albumin level (HR 0.68, 95% CI 0.57-0.81, p < 0.0001), CEA levels within normal ranges (HR 0.68, 95% CI 0.57-0.82, p < 0.0001), NLR < 3 (HR 0.62, 95% CI 0.52-0.74, p < 0.0001), ECOG PS 0 (HR 0.51, 95% CI 0.42-0.61, p < 0.0001), and prior surgery (HR 0.80, 95% CI 0.65-0.99, p = 0.036) were positive prognostic factors. CONCLUSION: The updated findings, derived from an expanded cohort, further support the adoption of durvalumab in combination with gemcitabine and cisplatin in routine clinical practice, reinforcing the efficacy and safety outcomes demonstrated in the phase III TOPAZ-1 trial.

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 score0.015
Threshold uncertainty score0.997

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 science0.0010.001
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 head0.030
GPT teacher head0.350
Teacher spread0.320 · 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

Citations6
Published2025
Admission routes1
Has abstractyes

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