1.Treating secondary organizing pneumonia after infection based on Sanjiao membranous tube theory
Yanni LI ; Xiaomei ZHANG ; Tianshu YANG ; Yunlong SUN ; Mengqian LI ; Yuxin LAI ; Liangduo JIANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(6):746-750
Secondary organizing pneumonia after infection is a pathological condition characterized by connective tissue filling and obstructing the alveoli and bronchioles, in which following an infection in the lung, the inflammatory response is not controlled in a timely and effective manner. The pathogenesis and treatment of this condition can be interpreted through the Sanjiao membranous tube theory and the concept of stagnation within the pulmonary micro-membrane. Sanjiao is conceptualized as a four-way membranous tube that internally connects with the zangfu organs and externally with the skin and muscles, enabling the circulation of energy and fluids throughout the body. It also maintains communication with the zangfu micro-membranes. Within the lungs, the pulmonary micro-membrane is distributed and connected to the upper jiao membranous tube, facilitating the movement of qi and fluids and supporting nutrient distribution. External pathogens may invade the Sanjiao membranous system through the external membranous tube, travel internally along this system, and transform into latent pathogens that settle within the pulmonary micro-membrane. These latent pathogens can subsequently transform into heat or dampness, leading to the depletion of lung qi and impairing the lung′s ability to regulate and transport body fluids. Consequently, fluids may seep into the pulmonary micro-membrane, where they are transformed into dampness, turbidity, and phlegm. The accumulation of damp-turbidity and phlegm obstructs the flow of qi and blood, resulting in blood stasis in the pulmonary collaterals. This stagnation occurring within both the pulmonary micro-membrane and its associated collaterals underlies the development of secondary organizing pneumonia after infection. In severe cases, this condition may progress to pulmonary interstitial fibrosis. The therapeutic approach emphasizes expelling latent pathogens, regulating and dredging the pulmonary micro-membrane, tonifying the healthy qi, and supporting health. Regulating and dredging the pulmonary micro-membrane is a crucial step, with a focus on promoting the flow of lung qi, resolving dampness and phlegm, and activating blood circulation to remove stasis.
2.Expert consensus on the clinical strategies for orthodontic treatment with clear aligners.
Yan WANG ; Hu LONG ; Zhihe ZHAO ; Ding BAI ; Xianglong HAN ; Jun WANG ; Bing FANG ; Zuolin JIN ; Hong HE ; Yuxin BAI ; Weiran LI ; Min HU ; Yanheng ZHOU ; Hong AI ; Yuehua LIU ; Yang CAO ; Jun LIN ; Huang LI ; Jie GUO ; Wenli LAI
International Journal of Oral Science 2025;17(1):19-19
Clear aligner treatment is a novel technique in current orthodontic practice. Distinct from traditional fixed orthodontic appliances, clear aligners have different material features and biomechanical characteristics and treatment efficiencies, presenting new clinical challenges. Therefore, a comprehensive and systematic description of the key clinical aspects of clear aligner treatment is essential to enhance treatment efficacy and facilitate the advancement and wide adoption of this new technique. This expert consensus discusses case selection and grading of treatment difficulty, principle of clear aligner therapy, clinical procedures and potential complications, which are crucial to the clinical success of clear aligner treatment.
Humans
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Consensus
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Orthodontic Appliance Design
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Orthodontic Appliances, Removable
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Tooth Movement Techniques/methods*
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Malocclusion/therapy*
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Orthodontics, Corrective/instrumentation*
3.Optimizing Standardization Systems and Standardizing Clinical Practice:Interpretation of Quality Standards for Medical 68 Ge/68 Ga Generators and 68 Ga Radiopharmaceuticals and Quality Standards for Medical 177 Lu and Its Radiopharmaceuticals
Yuxin LAI ; Yumeng PENG ; Guochang WANG
Medical Journal of Peking Union Medical College Hospital 2025;16(4):867-873
On January 1,2022,the China International Association for the Promotion of Science and Technology(CIAPST)officially implemented two pivotal standards:Quality Standards for Medical Germanium-68/Gallium-68(68 Ge/68 Ga)Generators and Gallium-68 Radiopharmaceuticals(T/CI 046-2021)and Quality Standards for Medical Lutetium-177(177 Lu)and Its Radiopharmaceuticals(T/CI 047-2021).These standards introduce innovative requirements for quality control and clinical application of radiopharmaceuticals,marking a significant advancement in China's regulatory framework for nuclear medicine.This article provides a compre-hensive analysis of the technical rationale,QC protocols,and clinical implications outlined in the standards.Against the backdrop of China's evolving nuclear medicine landscape,we further identify challenges in imple-mentation(e.g.,production consistency,regulatory compliance)and propose actionable strategies to optimize radiopharmaceutical quality management systems.Our perspective aims to support the standardization and global integration of China's radiopharmaceutical industry.
4.Habitat radiomics model in predicting the early therapeutic efficacy of hepatic arterial infusion chemotherapy combined with targeted therapy or immunotherapy for advanced hepatocellular carcinoma: a multi-center retrospective study
Mingsong WU ; Zenglong QUE ; Guanhui LI ; Jie LONG ; Yuxin TANG ; Hao ZHONG ; Shujie LAI ; Qixian YAN ; Jun WANG ; Xiang LAN ; Liangzhi WEN
Chinese Journal of Digestion 2025;45(2):89-99
Objective:To develop habitat radiomics models to predict early treatment responses to the hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy or immunotherapy in advanced hepatocellular carcinoma (HCC) patients, and to guide clinical diagnosis and treatment.Methods:From October 2021 to Decemeber 2023, at Army Characteristic Medical Center of PLA (Chongqing Daping Hospital) and the First Affiliated Hospital of Chongqing Medical University, 94 patients with advanced HCC who received HAIC combined with targeted therapy or immunotherapy were retrospectively enrolled. According to the treatment results, the patients were divided into response group and non-response group. Univariate and multivariate logistic regression were performed to analyze the clinical data of the patients. Based on contrast-enhanced CT images, tumor habitats were delineated and habitat features were extracted with k-means clustering, and the imaging features of arterial and venous phases were also extracted. The least absolute shrinkage and selection operator (LASSO) was used for dimensionality reduction. Feature selection was performed using LASSO to reduce dimensions, and then the selected features were further refined through stepwise logistic regression analysis.Binary logistic regression models were conducted to develop the habitat radiomics model, arterial phase radiomics model (APRM), venous phase radiomics model (VPRM), clinical data model, as well as the combination of radiomics model and clinical data model to predict early treatment (after 2 treatment cycles) response. Receiver operating characteristic curves (ROC) were plotted, and model performance was evaluated by the area under the curve (AUC), calibration curves, and decision curve. The models were validated through Bootstrap methods (1 000 times). DeLong test was used to compare AUC values.Results:The results of cluster analysis identified 3 characteristic habitats in HCC imaging: low-, medium-, and high-enhancement tumor habitats. The proportion of high-enhancement habitats was higher than that in the non-response group. A predictive model was established based on the proportions of these 3 habitats. Based on the proportion of low-, medium-, and high-enhancement habitats within the tumor, a habitat radiomics model was constructed. After LASSO selection and logistic regression analysis, 3 arterial phase and 3 venous phase radiomic features were selected to build the APRM and VPRM, respectively. Logistic regression analysis identified the following factors for the clinical data model: comorbidities ( OR=0.275, P=0.031), maximum tumor diameter ( OR=1.149, P=0.019), red blood cell count ( OR=0.463, P=0.022), alpha fetoprotein >400 μg/L ( OR=3.452, P=0.017), and tyrosine kinase inhibitor therapy ( OR=3.072, P=0.048). Among the single predictive model′s comparison, the AUC of habitat radiomics model was 0.860 (95% confidence interval(95% CI): 0.789 to 0.932), while those of the APRM、VPRM and clinical data model were 0.850 (95% CI: 0.773 to 0.926), 0.855 (95% CI: 0.782 to 0.928), and 0.774 (95% CI: 0.681 to 0.867), respectively, and there were no statistically significant among these models (all P>0.05). Among the combination models, the AUC of the habitat rediomic-clinical data combination model was 0.881 (95% CI: 0.814 to 0.947); the AUC of arterial phase rediomic-clinical data combination model was 0.897 (95% CI: 0.833 to 0.961); and the AUC of venous phase rediomic-clinical data combination model was 0.888 (95% CI: 0.826 to 0.951), but there were no statistically significant among the 3 models (all P>0.05). The calibration curve showed that the habitat rediomic-clinical data combination model had the most accurate predictive probability. Internal validation showed that the AUC of habitat rediomic-clinical data combination model was 0.848 (95% CI: 0.772 to 0.922), and the predictive performance was better than that of the clinical-data model (0.733 (95% CI: 0.670 to 0.863)). Conclusion:The habitat radiomics model based on enhanced CT can effectively predict early treatment responses to the HAIC combined with targeted therapy or immunotherapy in advanced HCC patients, which provides theoretical basis for individualized treatment in advanced HCC.
5.Exploration of the pathogenesis and treatment of pulmonary interstitial fibrosis secondary to systemic sclerosis based on the theory of sanjiao membranous channels
Yunlong SUN ; Xiaomei ZHANG ; Tianshu YANG ; Yanni LI ; Mengqian LI ; Yuxin LAI ; Xinlei TAN ; Liangduo JIANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(5):646-651
Systemic sclerosis is an autoimmune rheumatic disease that often leads to multisystem diseases,frequently resulting in pulmonary interstitial fibrosis.According to the theory of sanjiao(triple energizers)membranous channels,sanjiao connects the five zang-organs and six fu-viscera internally and the skin,muscles,and bones externally.It serves as a four-way membranous channel that connects internal organs and external structures,linking with the micromembranes of organs and blood vessels.The pathogenesis of pulmonary interstitial fibrosis secondary to systemic sclerosis involves external cold obstructing the skin and interstitial layers,impairing the defense qi and defense yang,which originate in the essence of the kidney.This leads to weak defensive qi and kidney deficiency,causing stagnation in sanjiao's energy flow and disruption of water and gasification and loss of fluid,resulting in accumulation of dampness,phlegm,and blood stasis.These obstructive factors spread along sanjiao's membranous channels,leading to multiorgan micromembrane involvement and systemic damage.The lungs,which are in direct contact with the external environment,are particularly susceptible to invasion by external pathogens.When combined with stagnation of dampness,phlegm,and blood in the lungs,this leads to secondary pulmonary fibrosis,resulting in lung dysfunction.Continuous stagnation of sanjiao exacerbates the overall condition of the patient,leading to a mixed cold-heat imbalance.Treatment focuses on"unblocking,transforming,and regulating"to restore sanjiao function,promote qi and fluid circulation,invigorate blood,and adjust the cold-heat imbalance,ultimately restoring the overall condition of the patient.
6.Randomized controlled clinical study of Yifei Sanjie Decoction in the treatment of multiple pulmonary nodules
Mengqian LI ; Xiaomei ZHANG ; Baozhong LI ; Yuxin LAI ; Yanni LI ; Tianshu YANG ; Xinlei TAN ; Yunlong SUN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(11):1519-1530
Objective To observe the efficacy and safety of Yifei Sanjie Decoction in the treatment of multiple pulmonary nodules.Methods A prospective randomized controlled clinical study was conducted to select 189 patients with multiple pulmonary nodules who saught medical attention at the Pulmonary Nodule Diagnosis and Treatment Center of Dongfang Hospital,Beijing University of Chinese Medicine and the Department of Thoracic Surgery of Beijing Shijitan Hospital Affiliated to Capital Medical University from January 2023 to March 2025.According to the random number table method,126 cases were randomly divided into the trial group and 63 cases in the blank control group at a ratio of 2∶1.The trial group was treated with modified Yifei Sanjie Decoction,and the blank control group was only followed up without intervention.The course of treatment was 3 months.The patients in the two groups were reexamined with lung CT after 3 months.The efficacy was evaluated by the area reduction rate of the major pulmonary nodules and the cumulative multiple pulmonary nodules in patients with multiple pulmonary nodules combined with the average diameter and malignant signs.According to the property of the major pulmonary nodules,we divided the patients into ground glass,solid,and mixed ground glass subgroups to evaluate the efficacy of different types of pulmonary nodules.We evaluated the change of malignant risk of pulmonary nodules according to the change of Mayo score.We evaluated the safety of the treatment medicine by blood routine,urine routine,and liver and kidney function.Results A total of 175 patients completed the study,117 in the trial group and 58 in the blank control group.The total effective rates of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the trial group were 41.03%and 42.74%,respectively,the total effective rate of nodule number change was 29.91%which were significantly higher than those in the blank control group(P<0.05).In the trial group,the total effective rates of the major pulmonary nodules in the ground glass(72 cases),solid(28 cases),and mixed ground glass(17 cases)subgroups were 40.28%,32.14%,and 58.82%,respectively,the total effective rates of the cumulative multiple pulmonary nodules were 38.89%,42.86%,and 58.82%,respectively,which were significantly higher than those in corresponding subgroups of ground glass(37 cases),solid(14 cases),and mixed ground glass(7 cases)of the blank control(P<0.05).After treatment,the average diameter,area,and Mayo score of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the trial group were significantly lower than those in the blank control group and before treatment(P<0.05),the average diameter,area,and Mayo score of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the ground glass,solid,and mixed ground glass subgroups were lower than those in corresponding subgroups of the blank control group,and significantly lower than those before treatment(P<0.05).The number of nodules and malignant signs in the trial group were lower than before,while those in the blank control group were higher than before.There were no serious adverse events in the two groups during the study.Conclusion Yifei Sanjie Decoction can effectively treat the major pulmonary nodules and the cumulative multiple pulmonary nodules in patients with multiple pulmonary nodules,reduce the average diameter and area of nodules,reduce the Mayo score,and reduce the malignant signs and number of nodules.In the ground glass,solid,and mixed ground glass groups,the curative effect is well,and the safety is high,it can be used for the clinical treatment of multiple pulmonary nodules.
7.Optimizing Standardization Systems and Standardizing Clinical Practice:Interpretation of Quality Standards for Medical 68 Ge/68 Ga Generators and 68 Ga Radiopharmaceuticals and Quality Standards for Medical 177 Lu and Its Radiopharmaceuticals
Yuxin LAI ; Yumeng PENG ; Guochang WANG
Medical Journal of Peking Union Medical College Hospital 2025;16(4):867-873
On January 1,2022,the China International Association for the Promotion of Science and Technology(CIAPST)officially implemented two pivotal standards:Quality Standards for Medical Germanium-68/Gallium-68(68 Ge/68 Ga)Generators and Gallium-68 Radiopharmaceuticals(T/CI 046-2021)and Quality Standards for Medical Lutetium-177(177 Lu)and Its Radiopharmaceuticals(T/CI 047-2021).These standards introduce innovative requirements for quality control and clinical application of radiopharmaceuticals,marking a significant advancement in China's regulatory framework for nuclear medicine.This article provides a compre-hensive analysis of the technical rationale,QC protocols,and clinical implications outlined in the standards.Against the backdrop of China's evolving nuclear medicine landscape,we further identify challenges in imple-mentation(e.g.,production consistency,regulatory compliance)and propose actionable strategies to optimize radiopharmaceutical quality management systems.Our perspective aims to support the standardization and global integration of China's radiopharmaceutical industry.
8.Exploration of the pathogenesis and treatment of pulmonary interstitial fibrosis secondary to systemic sclerosis based on the theory of sanjiao membranous channels
Yunlong SUN ; Xiaomei ZHANG ; Tianshu YANG ; Yanni LI ; Mengqian LI ; Yuxin LAI ; Xinlei TAN ; Liangduo JIANG
Journal of Beijing University of Traditional Chinese Medicine 2025;48(5):646-651
Systemic sclerosis is an autoimmune rheumatic disease that often leads to multisystem diseases,frequently resulting in pulmonary interstitial fibrosis.According to the theory of sanjiao(triple energizers)membranous channels,sanjiao connects the five zang-organs and six fu-viscera internally and the skin,muscles,and bones externally.It serves as a four-way membranous channel that connects internal organs and external structures,linking with the micromembranes of organs and blood vessels.The pathogenesis of pulmonary interstitial fibrosis secondary to systemic sclerosis involves external cold obstructing the skin and interstitial layers,impairing the defense qi and defense yang,which originate in the essence of the kidney.This leads to weak defensive qi and kidney deficiency,causing stagnation in sanjiao's energy flow and disruption of water and gasification and loss of fluid,resulting in accumulation of dampness,phlegm,and blood stasis.These obstructive factors spread along sanjiao's membranous channels,leading to multiorgan micromembrane involvement and systemic damage.The lungs,which are in direct contact with the external environment,are particularly susceptible to invasion by external pathogens.When combined with stagnation of dampness,phlegm,and blood in the lungs,this leads to secondary pulmonary fibrosis,resulting in lung dysfunction.Continuous stagnation of sanjiao exacerbates the overall condition of the patient,leading to a mixed cold-heat imbalance.Treatment focuses on"unblocking,transforming,and regulating"to restore sanjiao function,promote qi and fluid circulation,invigorate blood,and adjust the cold-heat imbalance,ultimately restoring the overall condition of the patient.
9.Randomized controlled clinical study of Yifei Sanjie Decoction in the treatment of multiple pulmonary nodules
Mengqian LI ; Xiaomei ZHANG ; Baozhong LI ; Yuxin LAI ; Yanni LI ; Tianshu YANG ; Xinlei TAN ; Yunlong SUN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(11):1519-1530
Objective To observe the efficacy and safety of Yifei Sanjie Decoction in the treatment of multiple pulmonary nodules.Methods A prospective randomized controlled clinical study was conducted to select 189 patients with multiple pulmonary nodules who saught medical attention at the Pulmonary Nodule Diagnosis and Treatment Center of Dongfang Hospital,Beijing University of Chinese Medicine and the Department of Thoracic Surgery of Beijing Shijitan Hospital Affiliated to Capital Medical University from January 2023 to March 2025.According to the random number table method,126 cases were randomly divided into the trial group and 63 cases in the blank control group at a ratio of 2∶1.The trial group was treated with modified Yifei Sanjie Decoction,and the blank control group was only followed up without intervention.The course of treatment was 3 months.The patients in the two groups were reexamined with lung CT after 3 months.The efficacy was evaluated by the area reduction rate of the major pulmonary nodules and the cumulative multiple pulmonary nodules in patients with multiple pulmonary nodules combined with the average diameter and malignant signs.According to the property of the major pulmonary nodules,we divided the patients into ground glass,solid,and mixed ground glass subgroups to evaluate the efficacy of different types of pulmonary nodules.We evaluated the change of malignant risk of pulmonary nodules according to the change of Mayo score.We evaluated the safety of the treatment medicine by blood routine,urine routine,and liver and kidney function.Results A total of 175 patients completed the study,117 in the trial group and 58 in the blank control group.The total effective rates of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the trial group were 41.03%and 42.74%,respectively,the total effective rate of nodule number change was 29.91%which were significantly higher than those in the blank control group(P<0.05).In the trial group,the total effective rates of the major pulmonary nodules in the ground glass(72 cases),solid(28 cases),and mixed ground glass(17 cases)subgroups were 40.28%,32.14%,and 58.82%,respectively,the total effective rates of the cumulative multiple pulmonary nodules were 38.89%,42.86%,and 58.82%,respectively,which were significantly higher than those in corresponding subgroups of ground glass(37 cases),solid(14 cases),and mixed ground glass(7 cases)of the blank control(P<0.05).After treatment,the average diameter,area,and Mayo score of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the trial group were significantly lower than those in the blank control group and before treatment(P<0.05),the average diameter,area,and Mayo score of the major pulmonary nodules and the cumulative multiple pulmonary nodules in the ground glass,solid,and mixed ground glass subgroups were lower than those in corresponding subgroups of the blank control group,and significantly lower than those before treatment(P<0.05).The number of nodules and malignant signs in the trial group were lower than before,while those in the blank control group were higher than before.There were no serious adverse events in the two groups during the study.Conclusion Yifei Sanjie Decoction can effectively treat the major pulmonary nodules and the cumulative multiple pulmonary nodules in patients with multiple pulmonary nodules,reduce the average diameter and area of nodules,reduce the Mayo score,and reduce the malignant signs and number of nodules.In the ground glass,solid,and mixed ground glass groups,the curative effect is well,and the safety is high,it can be used for the clinical treatment of multiple pulmonary nodules.
10.Habitat radiomics model in predicting the early therapeutic efficacy of hepatic arterial infusion chemotherapy combined with targeted therapy or immunotherapy for advanced hepatocellular carcinoma: a multi-center retrospective study
Mingsong WU ; Zenglong QUE ; Guanhui LI ; Jie LONG ; Yuxin TANG ; Hao ZHONG ; Shujie LAI ; Qixian YAN ; Jun WANG ; Xiang LAN ; Liangzhi WEN
Chinese Journal of Digestion 2025;45(2):89-99
Objective:To develop habitat radiomics models to predict early treatment responses to the hepatic arterial infusion chemotherapy (HAIC) combined with targeted therapy or immunotherapy in advanced hepatocellular carcinoma (HCC) patients, and to guide clinical diagnosis and treatment.Methods:From October 2021 to Decemeber 2023, at Army Characteristic Medical Center of PLA (Chongqing Daping Hospital) and the First Affiliated Hospital of Chongqing Medical University, 94 patients with advanced HCC who received HAIC combined with targeted therapy or immunotherapy were retrospectively enrolled. According to the treatment results, the patients were divided into response group and non-response group. Univariate and multivariate logistic regression were performed to analyze the clinical data of the patients. Based on contrast-enhanced CT images, tumor habitats were delineated and habitat features were extracted with k-means clustering, and the imaging features of arterial and venous phases were also extracted. The least absolute shrinkage and selection operator (LASSO) was used for dimensionality reduction. Feature selection was performed using LASSO to reduce dimensions, and then the selected features were further refined through stepwise logistic regression analysis.Binary logistic regression models were conducted to develop the habitat radiomics model, arterial phase radiomics model (APRM), venous phase radiomics model (VPRM), clinical data model, as well as the combination of radiomics model and clinical data model to predict early treatment (after 2 treatment cycles) response. Receiver operating characteristic curves (ROC) were plotted, and model performance was evaluated by the area under the curve (AUC), calibration curves, and decision curve. The models were validated through Bootstrap methods (1 000 times). DeLong test was used to compare AUC values.Results:The results of cluster analysis identified 3 characteristic habitats in HCC imaging: low-, medium-, and high-enhancement tumor habitats. The proportion of high-enhancement habitats was higher than that in the non-response group. A predictive model was established based on the proportions of these 3 habitats. Based on the proportion of low-, medium-, and high-enhancement habitats within the tumor, a habitat radiomics model was constructed. After LASSO selection and logistic regression analysis, 3 arterial phase and 3 venous phase radiomic features were selected to build the APRM and VPRM, respectively. Logistic regression analysis identified the following factors for the clinical data model: comorbidities ( OR=0.275, P=0.031), maximum tumor diameter ( OR=1.149, P=0.019), red blood cell count ( OR=0.463, P=0.022), alpha fetoprotein >400 μg/L ( OR=3.452, P=0.017), and tyrosine kinase inhibitor therapy ( OR=3.072, P=0.048). Among the single predictive model′s comparison, the AUC of habitat radiomics model was 0.860 (95% confidence interval(95% CI): 0.789 to 0.932), while those of the APRM、VPRM and clinical data model were 0.850 (95% CI: 0.773 to 0.926), 0.855 (95% CI: 0.782 to 0.928), and 0.774 (95% CI: 0.681 to 0.867), respectively, and there were no statistically significant among these models (all P>0.05). Among the combination models, the AUC of the habitat rediomic-clinical data combination model was 0.881 (95% CI: 0.814 to 0.947); the AUC of arterial phase rediomic-clinical data combination model was 0.897 (95% CI: 0.833 to 0.961); and the AUC of venous phase rediomic-clinical data combination model was 0.888 (95% CI: 0.826 to 0.951), but there were no statistically significant among the 3 models (all P>0.05). The calibration curve showed that the habitat rediomic-clinical data combination model had the most accurate predictive probability. Internal validation showed that the AUC of habitat rediomic-clinical data combination model was 0.848 (95% CI: 0.772 to 0.922), and the predictive performance was better than that of the clinical-data model (0.733 (95% CI: 0.670 to 0.863)). Conclusion:The habitat radiomics model based on enhanced CT can effectively predict early treatment responses to the HAIC combined with targeted therapy or immunotherapy in advanced HCC patients, which provides theoretical basis for individualized treatment in advanced HCC.


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