Development of a Risk Prediction Model for Immune-Targeted Therapy-Related Diarrhea in Patients With Hepatocellular Carcinoma Based on TCM Constitutional Types: A Prospective Cohort Study
Immune checkpoint inhibitors combined with anti-angiogenic targeted agents have become the first-line standard therapeutic regimen for advanced hepatocellular carcinoma (HCC). Nevertheless, the high incidence rate of therapy-related diarrhea severely impairs patients' quality of life and treatment adherence, and may even result in treatment discontinuation. Current studies mostly focus on symptomatic intervention after diarrhea onset, while few tools are available for upfront risk screening prior to treatment initiation. According to the theory of traditional Chinese medicine (TCM) constitutional types, individuals with different constitutions exhibit discrepant disease susceptibility and drug responses. Based on a prospective cohort design, this study aims to explore the correlation between TCM constitutional types and immune-targeted therapy-related diarrhea in HCC patients, and further construct a risk prediction model integrated with both western medical and TCM indicators.
This study is designed as a multicenter prospective observational cohort study. A total of 350 primary HCC patients receiving combined immunotherapy and targeted therapy at the Affiliated Hospital of Chengde Medical University from January 2027 to December 2028 will be enrolled into the model development cohort. Another 150 patients from Chengde Central Hospital and Chengde Hospital of Traditional Chinese Medicine between January 2029 and January 2030 will be recruited as the external validation cohort. Baseline data will be collected before treatment, including sociodemographic and general clinical information, tumor and treatment-related data, laboratory test results, TCM constitutional assessment, nutritional risk screening, physical function and psychological status evaluation. All participants will be followed up regularly for one year to record the occurrence of diarrhea.
Samples in the development cohort will be randomly divided into a training set and an internal validation set at a stratified ratio of 7:3. Lasso regression will be applied to screen predictive factors, and multivariate Logistic regression will be adopted to establish a nomogram prediction model. Receiver operating characteristic (ROC) curves, calibration curves and decision curve analysis (DCA) will be used to assess the discrimination, calibration and clinical net benefit of the established model, respectively. The independent multicenter data of the external validation cohort will adopt consistent variable criteria, outcome definitions and the prediction model from the development cohort to evaluate the cross-center generalizability, stability and clinical applicability of the model for comprehensive efficacy verification.
The study protocol has been approved by the Medical Ethics Committee of the Affiliated Hospital of Chengde Medical University. Written informed consent will be obtained from all subjects before enrollment. The research findings will be disseminated via academic journal publications, web-based assessment tools and clinical promotion. The established TCM constitution risk screening tool can be directly applied to routine admission assessment in the hepatology department.
研究概览
地位
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学习联系方式
- 姓名:Liyang Liu
- 电话号码:18232242016
- 邮箱:519151381@qq.com
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资格标准
适合学习的年龄
- 成人
- 年长者
接受健康志愿者
取样方法
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描述
Inclusion Criteria:
- Pathologically or radiologically confirmed primary hepatocellular carcinoma (HCC);
- Scheduled to receive combined immune checkpoint inhibitor (ICI) and anti-angiogenic targeted therapy;
- Aged ≥ 18 years, able to complete questionnaire assessment independently;
- Normal hearing, speaking, reading and writing ability; Voluntary participation and signed written informed consent.
Exclusion Criteria:
- Pre-existing underlying intestinal diseases such as chronic diarrhea, inflammatory bowel disease (IBD), or intestinal metastasis before enrollment;
- History of long-term laxative use;
- Cognitive dysfunction or mental illness that prevents cooperation with questionnaire assessment;
- Severe multiple organ failure that precludes completion of full follow-up.
学习计划
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研究衡量的是什么?
主要结果指标
结果测量 |
大体时间 |
|---|---|
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Incidence of diarrhea associated with combined immunotherapy and targeted therapy for liver cancer
大体时间:one year
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one year
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合作者和调查者
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首先提交符合 QC 标准的
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