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Original Article

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

Daeseong Kim1, Nam Suk Sim2, Seonjeong Woo3, Min Hwan Kim1, Choong-kun Lee1, Seung Soo Hong4, Sung Hyun Kim4, Ho Kyoung Hwang4, Chang Moo Kang4, Woo Jung Lee4, Jung Hyun Jo5, Taek Chung6, Sohyun Hwang7, Beodeul Kang8, Jung Sun Kim8, Chang-Il Kwon9, Sangwoo Kim10, Hong Jae Chon8, Chang Gon Kim1, Young Nyun Park6, Hye Jin Choi1
Published online: December 26, 2025
1Division of Medical Oncology, Department of Internal Medicine, Yonsei Cancer Center, Yonsei University College of Medicine, Seoul, Republic of Korea
2Department of Otorhinolaryngology, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
3Department of Life Science, CHA University, Seongnam, Republic of Korea
4Division of Hepatobiliary and Pancreas Surgery, Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
5Division of Gastroenterology, Department of Internal Medicine, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
6Department of Pathology, Yonsei University College of Medicine, Seoul, Republic of Korea
7Department of Pathology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
8Department of Medical Oncology, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
9Digestive Disease Center, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Republic of Korea
10Department of Biomedical Systems Informatics and Brain Korea 21 PLUS Project for Medical Science, Yonsei University College of Medicine, Seoul, Republic of Korea
Corresponding author:  Hong Jae Chon,
Email: minidoctor@cha.ac.kr
Chang Gon Kim,
Email: inspector@yuhs.ac
Young Nyun Park,
Email: young0608@yuhs.ac
Hye Jin Choi,
Email: choihj@yuhs.ac

Daeseong Kim, Nam Suk Sim and Seonjeong Woo contributed equally to this study as co-first authors.
Received: 9 September 2025   • Revised: 12 December 2025   • Accepted: 24 December 2025
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Background & Aims
Biliary 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.
Methods
Clinical and genomic data using TruSight Oncology 500 were analyzed from patients treated with GAP (N=198) or GC (N=89) as first-line therapy.
Results
With 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.
Conclusion
Genomic 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.

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