Evidence map›Paper›PMID 42745498›Full record

Observational studyCancer2026

Prognostic stratification of patients with biliary tract cancer treated with chemoimmunotherapy: A retrospective multicenter real-world study.

Mara Persano, Andrea Casadei-Gardini, Lorenzo Fornaro, Tomoyuki Satake, Oluseyi Abidoye, Federica Lo Prinzi, Lorenzo Antonuzzo, Jin Won Kim, Francesca Bergamo, Melanie Bathon and 56 more

Abstract readMulticenter StudyObservational Study
In one paragraph

Observational study in Cancer, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

66 authors.

Mara PersanoDepartment of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.ORCID https://orcid.org/0000-0003-3600-0232
Andrea Casadei-GardiniDepartment of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.ORCID https://orcid.org/0000-0001-6289-7202
Lorenzo FornaroUnit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Tomoyuki SatakeDepartment of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan.
Oluseyi AbidoyeDepartment of Hematology and Medical Oncology, Mayo Clinic, Phoenix, Arizona, USA.
Federica Lo PrinziOperative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.
Lorenzo AntonuzzoClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Jin Won KimDivision of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam-si, Gyeonggi-do, Republic of Korea.ORCID https://orcid.org/0000-0002-1357-7015
Francesca BergamoDepartment of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy.
Melanie BathonDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Anna SaborowskiDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Tiziana PressianiMedical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Italy.
Caterina VivaldiUnit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Ilario Giovanni RapposelliDepartment of Medical Oncology, IRCCS Istituto Romagnolo per lo Studio dei Tumori "Dino Amadori", Meldola, Italy.ORCID https://orcid.org/0000-0003-1802-5671
Frederik PeetersDigestive Oncology, University Hospitals Leuven, Leuven, Belgium.
Chiara BraconiUniversity of Glasgow (School of Cancer Sciences), Beatson West of Scotland Cancer Centre, CRUK Scotland Centre, Glasgow, UK.
David J PinatoDepartment of Surgery & Cancer, Imperial College London, Hammersmith Hospital, London, UK.ORCID https://orcid.org/0000-0002-3529-0103
Emiliano TamburiniOncology Department and Palliative Care, Cardinale Panico Tricase City Hospital, Tricase, Italy.
Monica NigerDepartment of Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Stefano TamberiMedical Oncology, Santa Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy.
Florian CastetGastrointestinal and Endocrine Tumor Unit, Vall d'Hebron Institute of Oncology, Vall d'Hebron University Hospital, Barcelona, Spain.
Monica VerricoDepartment of Hematology, Oncology and Dermatology, Policlinico Umberto I University Hospital, Sapienza University of Rome, Rome, Italy.
Alessandro ParisiClinica Oncologica e Centro Regionale di Genetica Oncologica, Università Politecnica delle Marche, Azienda Ospedaliero-Universitaria delle Marche, Ancona, Italy.
Nuno CoutoDigestive Unit, Champalimaud Clinical Centre, Champalimaud Research Centre, Lisbon, Portugal.ORCID https://orcid.org/0000-0002-9553-3189
Hong Jae ChonDivision of Medical Oncology, Department of Internal Medicine, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, South Korea.
Angela LamarcaDepartment of Medical Oncology, OncoHealth Institute, fundacion Jimenez Diaz University Hospital, Madrid, Spain.ORCID https://orcid.org/0000-0001-9696-6122
Guido GiordanoUnit of Medical Oncology and Biomolecular Therapy, Policlinico Riuniti, Foggia, Italy.ORCID https://orcid.org/0000-0002-9310-1075
Fabian FinkelmeierMedical Clinic 1, Department of Gastroenterology, University Hospital Frankfurt, Frankfurt, Germany.
Ester OnedaDipartimento di Oncologia medica, Fondazione Poliambulanza, Brescia, Italy.
Antonio AvalloneClinical Experimental Abdominal Oncology Unit, Istituto Nazionale Tumori-IRCCS Fondazione G. Pascale, Naples, Italy.
Lukas PerkhoferInternal Medicine 1, University Hospital Ulm, Ulm, Germany.
Il Hwan KimDivision of Oncology, Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Republic of Korea.
Ingrid GarajovaMedical Oncology Unit, University Hospital of Parma, Parma, Italy.
Salvatore CoralloInternal Medicine and Medical Therapy Department, University of Pavia, Pavia, Italy.
Elisabetta FenocchioMedical Oncology, Candiolo Cancer Institute FPO IRCCS, Candiolo, Italy.ORCID https://orcid.org/0000-0001-6679-0955
Emanuela Dell'AquilaIRCCS Istituto Nazionale Tumori Regina Elena, Rome, Italy.
Chiara PirroneIRCCS Ospedale Policlinico San Martino, Medical Oncology Unit 1, Genova, Italy.ORCID https://orcid.org/0009-0009-8160-9769
Lorenzo LucidiDepartment of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.
Giulia TesiniUniversity of Glasgow (School of Cancer Sciences), Beatson West of Scotland Cancer Centre, CRUK Scotland Centre, Glasgow, UK.
Elena ValenziMedical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Italy.
Anna DianaOncology Unit, Ospedale del Mare, Naples, Italy.
Changhoon YooAsan Medical Center, University of Ulsan College of Medicine, Seoul, Korea.
Marta SchirripaMedical Oncology Unit, Department of Oncology and Hematology, Belcolle Hospital, Viterbo, Italy.
Vincenzo FormicaMedical Oncology Unit, Department of Systems Medicine, Tor Vergata University Hospital, Rome, Italy.
Maria Grazia RodriquenzOncology Unit, Fondazione IRCCS "Casa Sollievo della Sofferenza", San Giovanni Rotondo, Italy.
Mario ScartozziMedical Oncology, University and University Hospital, Cagliari, Italy.
Jorge AdevaMedical Oncology Department, Hospital Universitario, Madrid, Spain.
Michele GhidiniFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.ORCID https://orcid.org/0000-0001-5435-1218
Gerald W PragerDepartment of Medicine I, Clinical Division of Oncology, Medical University Vienna, Vienna, Austria.
Giuseppe AprileDepartment of Medical Oncology, AULSS 8 Berica, Vicenza, Italy.
Gian Paolo SpinelliUnit of Community Oncology, Pontine Pole, Sapienza University of Rome, Latina, Italy.
Su Yung-YehDepartment of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan.
Stephen L ChanState Key Laboratory of Translational Oncology, Department of Clinical Oncology, Sir YK Pao Centre for Cancer, Hong Kong Cancer Institute, Prince of Wales Hospital, Hong Kong, China.
Masafumi IkedaDepartment of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan.
Tanios Bekaii-SaabDepartment of Hematology and Medical Oncology, Mayo Clinic, Phoenix, Arizona, USA.
Jessica LucchettiOperative Research Unit of Medical Oncology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.
Daniele LavacchiClinical Oncology Unit, Careggi University Hospital, Florence, Italy.
Minsu KangDivision of Hematology/Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam-si, Gyeonggi-do, Republic of Korea.
Rita BalsanoMedical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Italy.ORCID https://orcid.org/0000-0003-4368-6973
Francesca SalaniUnit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Silvia CameraDepartment of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.
Gianluca MasiUnit of Medical Oncology 2, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy.
Sara LonardiDepartment of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy.ORCID https://orcid.org/0000-0002-7593-8138
Arndt VogelDepartment of Gastroenterology, Hepatology, Infectious Diseases and Endocrinology, Hannover Medical School, Hannover, Germany.
Lorenza RimassaMedical Oncology and Hematology Unit, Humanitas Cancer Center, IRCCS Humanitas Research Hospital, Rozzano, Italy.
Margherita RiminiDepartment of Oncology, Vita-Salute San Raffaele University, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe objective of this study is to explore and validate a novel prognostic index for patients with locally advanced or metastatic biliary tract cancer (BTC) treated with first-line therapy with cisplatin, gemcitabine, and durvalumab.

methodsThis is a retrospective, multicenter, real-world study including 712 patients in the training cohort and 646 patients in the validation cohort. Using multivariate analysis for overall survival (OS) and applying the adjustment methods of Holm-Bonferroni, Benjamini-Hochberg, and Hommel, the authors identified five baseline statistically significant variables: disease stage, neutrophils, carcinoembryonic antigen (CEA), and carbohydrate antigen 19-9 (CA 19-9) levels, and Eastern Cooperative Oncology Group performance status (ECOG PS). According to the HR of each variable, β coefficients were calculated and the following formula was applied: (0.1757 * neutrophils value) + (0.5055 * ECOG PS) + (1.4037 * disease stage) + (0.1108 * CA 19-9) + (0.2126 * CEA). According to tertiles, the authors developed a prognostic model called the SENECA index, dividing the population into three risk groups: low-risk (≤2.14), intermediate-risk (2.15-2.89), and high-risk (>2.89).

resultsMedian OS was 23.4 months in low-risk group,16.1 months in intermediate-risk group, and 8.3 months in high-risk group (low-risk hazard ratio [HR], 0.20; intermediate-risk HR, 0.36; high-risk HR, 1; p < .0001). Median progression-free survival was 11.0 months in low-risk group (33.1%), 8.8 months in intermediate-risk group (33.3%), and 5.5 months in high-risk group (33.5%) (low-risk HR, 0.35; intermediate-risk HR, 0.55; and high-risk HR, 1; p < .0001).

conclusionsThe SENECA index is a practical instrument for prognostic stratification of patients with BTC receiving chemoimmunotherapy.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsBiliary Tract NeoplasmsImmunotherapyAdultAgedCA-19-9 AntigenCisplatinDeoxycytidineFemaleGemcitabineHumansMaleMiddle AgedPrognosisRetrospective StudiesCA-19-9 AntigenCisplatinDeoxycytidineGemcitabinebiliary tract cancerchemoimmunotherapycisplatin and gemcitabinedurvalumabprognostic index

Identifiers

PMID42745498
PMCPMC13578871

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