Evidence map›Paper›PMID 40696434›Full record

ArticleBMC medicine2025

Multi-omics analysis uncovers predictive biomarkers for the efficacy and outcomes of chemoimmunotherapy in advanced unresectable biliary tract cancers.

Jiaojiao Ni, Chaoqun Li, Xiaoqing Xu, Qi Xu, Qian Yin, Hanlin Chen, Shurui Zhou, Jingjing Li, Qinhong Zheng, Yanru Xie and 16 more

Abstract read
In one paragraph

Article in BMC medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
–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

7 citing papers in PubMed.

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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

26 authors.

Jiaojiao Ni *Department of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Chaoqun Li *Department of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Xiaoqing Xu *Department of Oncology, Hangzhou Xixi Hospital, Hangzhou Sixth People's Hospital, Hangzhou Xixi Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, 310023, China.
Qi Xu *Department of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Qian YinDepartment of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Hanlin ChenGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Shurui ZhouDepartment of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Jingjing LiDepartment of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Qinhong ZhengDepartment of Medical Oncology, Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou, 324000, China.
Yanru XieDepartment of Medical Oncology, Lishui Municipal Central Hospital, Lishui, 323000, China.
Hongjun HuaDepartment of Gastroenterology, Jinhua Municipal Central Hospital, Jinhua, 321099, China.
Jianying JinDepartment of Medical Oncology, Taizhou Hospital of Zhejiang Province, Taizhou, 317000, China.
Tieming XieDepartment of Radiology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China.
Haiping ZhaoDepartment of General Surgery, The First People's Hospital of Fuyang, Hangzhou, 311499, China.
Feng YanDepartment of Medical Oncology, The First People's Hospital of Hangzhou Lin'an District, Hangzhou, 311300, China.
Junjun ShenDepartment of Medical Oncology, Huzhou Central Hospital, Huzhou, 313000, China.
Yihui HuangDepartment of Medical Oncology, The Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, 310000, China.
Wangye ZhengDepartment of Medical Oncology, The Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, 310000, China.
Junrong YanGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Xiaoying WuGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Song WangGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Qiuxiang OuGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Yang ShaoGeneseeq Research Institute, Nanjing Geneseeq Technology Inc., Nanjing, 210032, China.
Wei WuDepartment of Pathology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China. wuwei@zjcc.org.cn.
Wei ZhuoDepartment of Cell Biology and Department Colorectal Surgery and Oncology, the Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310058, China. wzhuo@zju.edu.cn.
Jieer YingDepartment of Hepato-Pancreato-Biliary & Gastric Medical Oncology, Zhejiang Cancer Hospital, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, 310022, China. jieerying@aliyun.com.

Funding

Beijing Xisike Clinical Oncology Research Foundation Y-HR2020MS-0934Medical and Health Science and Technology Program of Zhejiang Province 2021KY087National Natural Science Foundation of China 82473488Natural Science Foundation of Zhejiang Province LTGY23H160010"Pioneer" and "Leading Goose" R&D Program of Zhejiang 2023SDYXSO001-5Special Funds for Clinical Research of the National Health Commission WKZX2023CX030001Zhejiang Anti-Cancer Association-Qilu Clinical Scientific Research Foundation ziskaxhqllckyxm202208
6 · The paper itself

Abstract

backgroundThe limited response rates of immune checkpoint inhibitors in biliary tract cancers (BTC) highlight the need for effective biomarkers to optimize patient selection.

methodsBaseline tumor tissues from 125 patients with advanced BTC treated with first-line chemoimmunotherapy (chemoIO) were analyzed using targeted DNA sequencing and bulk RNA sequencing. In vitro and in vivo experiments were conducted to investigate the role of identified biomarkers in BTC.

resultsMutations in TP53, BRCA2, cytokine genes, and high tumor mutation burden were significantly associated with treatment response. In contrast, KRAS G12D and ARID1A mutations were linked to poorer survival outcomes. High expression levels of CXCL9 and CTLA4 expression were associated with improved treatment response, prolonged progression-free survival, and overall survival. Using these biomarkers, patients were categorized into three molecular subtypes, with Type I patients demonstrating the most favorable outcomes under chemoIO. Subsequent RNA analysis revealed that elevated CXCL9 expression was associated with increased immune checkpoint expression within the tumor and heightened immune activity in the tumor microenvironment. In the mouse orthotopic cholangiocarcinoma model, CXCL9 overexpression enhanced chemoIO efficacy. Immunohistochemistry and flow cytometry showed that CXCL9 promoted T-cell infiltration and activation. In vitro experiments using multiple BTC cell lines further demonstrated that CXCL9 was essential for maintaining T cell cytotoxicity. The immune-modulatory effects of CXCL9/CTLA4 and their predictive value for treatment efficacy were further validated in a multicenter BTC cohort.

conclusionsThis study identified several predictive biomarkers associated with the response and efficacy of chemoIO in advanced BTC, offering valuable insights into patient stratification and refining therapeutic strategies.

Indexed as

Biliary Tract NeoplasmsBiomarkers, TumorImmunotherapyAgedAnimalsCell Line, TumorChemokine CXCL9FemaleHumansImmune Checkpoint InhibitorsMaleMiceMiddle AgedMultiomicsTreatment OutcomeTumor MicroenvironmentBiomarkers, TumorChemokine CXCL9CXCL9 protein, humanImmune Checkpoint InhibitorsBiliary tract cancerCXCL9Immune checkpoint inhibitorsNext-generation sequencing

Identifiers

PMID40696434
PMCPMC12281707

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.