Multimodal therapeutic efficacy model for predicting early treatment response to TACE-HAIC combined with immune checkpoint inhibitors and tyrosine kinase inhibitors in unresectable hepatocellular carcinoma.
2/5 보강
TL;DR
A multimodal predictive model integrating hepatic DSA, CT imaging, and clinical data for the prediction of early tumor response to TACE-HAIC combined with TKIs and ICIs in patients with uHCC has extensive clinical practical value.
PICO 자동 추출 (휴리스틱, conf 3/4)
유사 논문P · Population 대상 환자/모집단
205 patients with uHCC who underwent TACE-HAIC combined with ICIs and TKIs therapy were retrospectively enrolled from two independent institutions.
I · Intervention 중재 / 시술
TACE-HAIC combined with ICIs and TKIs therapy were retrospectively enrolled from two independent institutions
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
This combined model has excellent calibration, and the analysis of the decision curve shows that it has extensive clinical practical value. [CONCLUSIONS] This study developed a multimodal predictive model integrating hepatic DSA, CT imaging, and clinical data for the prediction of early tumor response to TACE-HAIC combined with TKIs and ICIs in patients with uHCC.
OpenAlex 토픽 ·
Hepatocellular Carcinoma Treatment and Prognosis
Cancer Immunotherapy and Biomarkers
Ferroptosis and cancer prognosis
A multimodal predictive model integrating hepatic DSA, CT imaging, and clinical data for the prediction of early tumor response to TACE-HAIC combined with TKIs and ICIs in patients with uHCC has exten
- 95% CI 0.897-0.989
APA
Yangyang Ou, Peng Yan, et al. (2026). Multimodal therapeutic efficacy model for predicting early treatment response to TACE-HAIC combined with immune checkpoint inhibitors and tyrosine kinase inhibitors in unresectable hepatocellular carcinoma.. European journal of radiology, 199, 112784. https://doi.org/10.1016/j.ejrad.2026.112784
MLA
Yangyang Ou, et al.. "Multimodal therapeutic efficacy model for predicting early treatment response to TACE-HAIC combined with immune checkpoint inhibitors and tyrosine kinase inhibitors in unresectable hepatocellular carcinoma.." European journal of radiology, vol. 199, 2026, pp. 112784.
PMID
41846065 ↗
Abstract 한글 요약
[BACKGROUND] For patients with unresectable hepatocellular carcinoma (uHCC), the novel regimen of combining transarterial chemoembolization (TACE) with hepatic arterial infusion chemotherapy (HAIC), supplemented by immune checkpoint inhibitors (ICIs) and tyrosine kinase inhibitors (TKIs), has brought new hope for treatment. However, individual differences are significant. Some patients do not benefit from the treatment but instead bear the toxicity of the drugs and the economic burden. Accurate prediction of early treatment responses is key to optimizing strategies.
[METHODS] A total of 205 patients with uHCC who underwent TACE-HAIC combined with ICIs and TKIs therapy were retrospectively enrolled from two independent institutions. A predictive model for early tumor response was developed based on enhanced CT imaging features, hepatic digital subtraction angiography (DSA) characteristics, and clinical parameters. The predictive performance of various models was systematically compared and evaluated.
[RESULTS] Two clinical features, nine radiomics features, and eleven DSA features were included in the construction of the combined model. The prediction model exhibited robust performance, with an area under the receiver operating characteristic curve (AUC) of 0.944 (95%CI: 0.897-0.989) in the training cohort, 0.916 (95%CI: 0.832-0.997) in the internal validation cohort, and 0.902 (95%CI: 0.826-0.979) in the external validation cohort. This combined model has excellent calibration, and the analysis of the decision curve shows that it has extensive clinical practical value.
[CONCLUSIONS] This study developed a multimodal predictive model integrating hepatic DSA, CT imaging, and clinical data for the prediction of early tumor response to TACE-HAIC combined with TKIs and ICIs in patients with uHCC.
[METHODS] A total of 205 patients with uHCC who underwent TACE-HAIC combined with ICIs and TKIs therapy were retrospectively enrolled from two independent institutions. A predictive model for early tumor response was developed based on enhanced CT imaging features, hepatic digital subtraction angiography (DSA) characteristics, and clinical parameters. The predictive performance of various models was systematically compared and evaluated.
[RESULTS] Two clinical features, nine radiomics features, and eleven DSA features were included in the construction of the combined model. The prediction model exhibited robust performance, with an area under the receiver operating characteristic curve (AUC) of 0.944 (95%CI: 0.897-0.989) in the training cohort, 0.916 (95%CI: 0.832-0.997) in the internal validation cohort, and 0.902 (95%CI: 0.826-0.979) in the external validation cohort. This combined model has excellent calibration, and the analysis of the decision curve shows that it has extensive clinical practical value.
[CONCLUSIONS] This study developed a multimodal predictive model integrating hepatic DSA, CT imaging, and clinical data for the prediction of early tumor response to TACE-HAIC combined with TKIs and ICIs in patients with uHCC.
🏷️ 키워드 / MeSH 📖 같은 키워드 OA만
- Humans
- Liver Neoplasms
- Carcinoma
- Hepatocellular
- Female
- Male
- Chemoembolization
- Therapeutic
- Immune Checkpoint Inhibitors
- Middle Aged
- Retrospective Studies
- Protein Kinase Inhibitors
- Treatment Outcome
- Aged
- Tomography
- X-Ray Computed
- Combined Modality Therapy
- Angiography
- Digital Subtraction
- Adult
- Tyrosine Kinase Inhibitors
- Hepatic arterial infusion chemotherapy
- Hepatocellular carcinoma
- ICI
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