Evidence map›Paper›PMID 41456858›Full record

ArticleClinical and molecular hepatology2026

Molecular determinants of outcome to gemcitabine, cisplatin, and nab-paclitaxel in patients with advanced biliary tract cancer.

Daeseong Kim, Nam Suk Sim, Seonjeong Woo, Min Hwan Kim, Choong-Kun Lee, Seung Soo Hong, Sung Hyun Kim, Ho Kyoung Hwang, Chang Moo Kang, Woo Jung Lee and 11 more

Abstract read
In one paragraph

Article in Clinical and molecular hepatology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the 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.

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

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

  1. Pooled it
  2. Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors.

Daeseong KimDivision of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea.
Nam Suk SimDepartment of Otorhinolaryngology, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Seonjeong WooDepartment of Life Science, CHA University, Seongnam, Korea.
Min Hwan KimDivision of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea.
Choong-Kun LeeDivision of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea.
Seung Soo HongDivision of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Sung Hyun KimDivision of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Ho Kyoung HwangDivision of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Chang Moo KangDivision of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Woo Jung LeeDivision of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Jung Hyun JoDivision of Gastroenterology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
Taek ChungDepartment of Pathology, Yonsei University College of Medicine, Seoul, Korea.
Sohyun HwangDepartment of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Beodeul KangDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Jung Sun KimDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Chang-Il KwonDigestive Disease Center, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Sangwoo KimDepartment of Biomedical Systems Informatics and Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Korea.
Hong Jae ChonDepartment of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea.
Chang Gon KimDivision of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea.
Young Nyun ParkDepartment of Pathology, Yonsei University College of Medicine, Seoul, Korea.
Hye Jin ChoiDivision of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Korea.

Funding

Korea Health Industry Development InstituteMinistry of Health and Welfare RS-2024-00407544Ministry of Science and ICTNational Research Foundation of Korea 2023R1A2C2004339National Research Foundation of Korea RS-2023-00261820National Research Foundation of Korea RS-202400348654Yonsei University College of Medicine 6-2022-0106Yonsei University College of Medicine C-2023-0040
6 · The paper itself

Abstract

BACKGROUND/

aimsBiliary tract cancer (BTC) is a rare malignancy with poor prognosis. We investigated genomic determinants of clinical benefit from gemcitabine, cisplatin, and nab-paclitaxel (GAP) versus gemcitabine and cisplatin (GC) in advanced BTC.

methodsClinical and genomic data using TruSight Oncology 500 were analyzed from patients treated with GAP (N=198) or GC (N=89) as first-line therapy.

resultsWith a median follow-up of 33.0 months, GAP modestly improved progression-free survival (PFS) (hazard ratio [HR] 0.764; 95% confidence interval [CI] 0.591-0.989) without significant overall survival (OS) difference compared to GC. Genomic profiling revealed frequent alterations in TP53 (35.2%), KRAS (16.4%), SMAD4 (10.5%), and TNFRSF14 (10.5%), involving RTK/RAS (44.3%), TP53 (41.8%), and PI3K (20.2%) pathways. Single-gene mutations did not predict treatment benefit. However, pathway-level analysis identified PI3K pathway activation as significantly associated with inferior PFS (HR 2.148; 95% CI 1.478-3.124) and OS (HR 2.096; 95% CI 1.413-3.109) in patients receiving GAP, an effect not observed with GC. Importantly, GAP conferred clinical benefit only in patients without PI3K pathway activation, while no survival advantage was seen in those with such alterations (Pinteraction=0.023 for PFS, Pinteraction=0.003 for OS). Similar results were obtained in the independent validation cohort treated with GAP (N=103) or GC (N=64) for BTC.

conclusionsGenomic profiling using next-generation sequencing identified PI3K pathway activation as key molecular determinant that differentiates patient outcomes between GAP and GC treatments in advanced BTC.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsBiliary Tract NeoplasmsDeoxycytidineAdultAgedAged, 80 and overAlbuminsCisplatinFemaleGemcitabineHumansMaleMiddle AgedMutationPaclitaxelProto-Oncogene Proteins p21(ras)130-nm albumin-bound paclitaxelAlbuminsCisplatinDeoxycytidineGemcitabineKRAS protein, humanPaclitaxelProto-Oncogene Proteins p21(ras)Tumor Suppressor Protein p53Biliary tract neoplasmsGenomic analysisPI3K pathwaySystemic treatment

Identifiers

PMID41456858
PMCPMC13129781

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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.