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.
調査の概要
状態
条件
研究の種類
入学 (推定)
連絡先と場所
研究連絡先
- 名前:Liyang Liu
- 電話番号:18232242016
- メール:519151381@qq.com
参加基準
適格基準
就学可能な年齢
- 大人
- 高齢者
健康ボランティアの受け入れ
サンプリング方法
調査対象母集団
説明
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.
研究計画
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デザインの詳細
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主要な結果の測定
結果測定 |
時間枠 |
|---|---|
|
Incidence of diarrhea associated with combined immunotherapy and targeted therapy for liver cancer
時間枠:one year
|
one year
|
協力者と研究者
研究記録日
主要日程の研究
研究開始 (推定)
一次修了 (推定)
研究の完了 (推定)
試験登録日
最初に提出
QC基準を満たした最初の提出物
最初の投稿 (実際)
学習記録の更新
投稿された最後の更新 (実際)
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最終確認日
詳しくは
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