RecruitingNCT06849180

Novel Subtypes and Treatment Strategies of Patients with Unresectable Combined Hepatocellular Cholangiocarcinoma Based on Multimodal Data

Novel Subtypes and Treatment Strategies of Patients with Unresectable Mixed Hepatocellular Cholangiocarcinoma Based on Multimodal Data


Sponsor

Zhongda Hospital

Enrollment

198 participants

Start Date

Dec 31, 2024

Study Type

OBSERVATIONAL

Conditions

Summary

This study focused on exploring new comprehensive treatment strategies for patients with unresectable combined hepatocellular-cholangiocarcinoma, classifying patients with CHC subtypes based on the combination of artificial intelligence and multi-omics, and exploring the optimal treatment strategies for patients with different subtypes, helping clinicians to screen the most beneficial groups of various treatment schemes, and providing new ideas for safe treatment of high-risk patients.


Eligibility

Min Age: 18 Years

Plain Language Summary

Simplified for easier understanding

This study is using multiple types of data (imaging, pathology, genomics, and treatment history) to better understand and classify combined hepatocellular cholangiocarcinoma (cHCC-CCA) — a rare liver cancer that has features of both hepatocellular carcinoma and bile duct cancer — in order to identify better treatment strategies. **You may be eligible if...** - You are 18 years of age or older - You have been diagnosed with cHCC-CCA confirmed by tissue biopsy or fluid sample - Your cancer is unresectable (cannot be surgically removed) or has spread (metastatic) - You have received prior treatment (local, systemic, or combined) and have at least one measurable area of disease **You may NOT be eligible if...** - You have a different type of liver cancer (e.g., pure hepatocellular carcinoma or pure cholangiocarcinoma) - You have not received any prior treatment - You do not have measurable disease on imaging Talk to your doctor to see if this trial is right for you.

This summary was AI-generated to explain the trial in plain language. It is not medical advice. Always discuss eligibility with your doctor before enrolling in a clinical trial.

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Interventions

COMBINATION_PRODUCTInterventional therapies combined with or without systemic drugs

The study will include adult patients with histologically/cytologically confirmed unresectable CHC. Collect patient genomics, proteomics, immune microenvironment, pathology reports, medical images and clinical electronic medical records, etc., to form high-quality and deeply labeled data sets to support the subsequent development and application of AI large models. Based on multi-source heterogeneous data of CHC patients, a large model for comprehensive diagnosis and treatment was constructed. Firstly, multi-modal data of different stages of disease were integrated by using cross-modal multi-course fusion technology to achieve efficient fusion of complex data. Secondly, by fine-tuning the large model, tasks such as CHC classification, prognosis inference and treatment plan recommendation are accurately completed, and potential information in the diagnosis and treatment process is mined.


Locations(1)

Zhongda Hospital

Nanjing, Jiangsu, China

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NCT06849180