Evidence map›Paper›PMID 41416898›Full record

ArticleHepatology (Baltimore, Md.)2025

Biology-driven stratification of advanced biliary tract cancer treated with nab-paclitaxel plus gemcitabine-cisplatin: A prospective observational cohort study.

Seonjeong Woo, Beodeul Kang, Sung Hwan Lee, Jung Sun Kim, Haeyoun Kang, Seok Jeong Yang, Chansik An, Gwangil Kim, Gae Hoon Jo, Chang-Il Kwon and 6 more

Registry-linked trialAbstract read
In one paragraph

Article in Hepatology (Baltimore, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04871321 (Discovery of Molecular Biomarkers for Predicting Response Through RNA Sequencing in Patients With Advanced Biliary Tract Cancer Who Received Nab-paclitaxel Plus Gemcitabine-cisplatin), which is not on this map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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.

NCT04871321 completednot on this map

Discovery of Molecular Biomarkers for Predicting Response Through RNA Sequencing in Patients With Advanced Biliary Tract Cancer Who Received Nab-paclitaxel Plus Gemcitabine-cisplatin

Typeobservational_patient_registrySponsorCHA UniversityRan2021 to 2023Enrolled119ConditionsBiliary Tract Cancer, Cholangiocarcinoma, Gallbladder CancerArmsnab-paclitaxel plus gemcitabine-cisplatin
3 · Its place in the literature

Who cites it

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
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

16 authors.

Seonjeong WooDepartment of Life Science, CHA University, Seongnam, Republic of Korea.ORCID 0009-0004-4023-6090
Beodeul KangDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0001-5177-8937
Sung Hwan LeeDepartment of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0003-3365-0096
Jung Sun KimDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0003-1132-5217
Haeyoun KangDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0002-8980-7702
Seok Jeong YangDepartment of Surgery, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0001-6930-5978
Chansik AnDepartment of Radiology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0002-0484-6658
Gwangil KimDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0002-4867-9003
Gae Hoon JoDepartment of Life Science, CHA University, Seongnam, Republic of Korea.ORCID 0009-0002-8531-8263
Chang-Il KwonDigestive Disease Center, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0003-3621-9023
Min Je SungDepartment of Gastroenterology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0001-5395-8851
Suk Pyo ShinDepartment of Gastroenterology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0002-5282-9174
Sanghoon JungDepartment of Radiology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0003-2473-6453
Sohyun HwangDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0003-2461-6806
Chan KimDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0001-9780-6155
Hong Jae ChonDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea.ORCID 0000-0002-6979-5812

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

BACKGROUND AND

aimsNab-paclitaxel plus gemcitabine-cisplatin (Gem/Cis/nab-P) had promising efficacy in phase II trials for advanced biliary tract cancer (BTC) but failed to demonstrate superiority in phase III. We investigated Gem/Cis/nab-P efficacy and identified molecular subgroups with clinical benefit. APPROACH AND

resultsThis prospective observational cohort study (NCT04871321) enrolled 119 patients with advanced BTC who received Gem/Cis/nab-P from July 2021 to December 2022. Of these, 108 were included in genomic and transcriptomic analyses of pretreatment tumor samples that met quality control criteria. Among 119 patients, 39.5% had intrahepatic cholangiocarcinoma, 37.0% extrahepatic cholangiocarcinoma, and 23.5% gallbladder cancer. Most patients had metastatic disease (68.9%). At a median follow-up of 23.7 months, the median progression-free survival was 8.3 months, and the median overall survival was 19.8 months. Grade ≥3 treatment-related adverse events occurred in 70 patients (58.8%), and dose reduction was required in 99.2%. Frequent genetic alterations were TP53 (53.7%), KRAS (29.6%), and CDKN2A (20.4%), with TP53 mutations being significantly associated with worse outcomes. Transcriptomic analysis identified 4 molecular subtypes: cholangiocyte-like, stromal, metabolic, and inflammatory-proliferative. The cholangiocyte-like subtype, marked by increased cholangiocyte markers, had the most favorable prognosis. Stromal and metabolic subtypes showed moderate outcomes, characterized by a fibroblast-rich stroma with activated angiogenesis and enriched metabolic pathways, respectively. The inflammatory-proliferative subtype had the worst prognosis, with cell cycle and inflammatory activation, and an exhausted immune microenvironment.

conclusionsThis study demonstrated the clinical activity of Gem/Cis/nab-P in advanced BTC and highlighted that biology-driven patient stratification based on genomic and transcriptomic features may provide important prognostic information.

Indexed as

albumin-bound paclitaxelbiliary tract neoplasmsbiomarkerscisplatingemcitabinemultiomics

Identifiers

PMID41416898
PMCPMC13480321

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.