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Masthoff M, Irle M, Kaldewey D, Rennebaum F, Morgül H, Pöhler GH, Trebicka J, Wildgruber M, Köhler M, Schindler P. Integrating CT Radiomics and Clinical Features to Optimize TACE Technique Decision-Making in Hepatocellular Carcinoma. Cancers (Basel) 2025; 17:893. [PMID: 40075740 PMCID: PMC11899091 DOI: 10.3390/cancers17050893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2025] [Revised: 02/28/2025] [Accepted: 03/02/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND/OBJECTIVES To develop a decision framework integrating computed tomography (CT) radiomics and clinical factors to guide the selection of transarterial chemoembolization (TACE) technique for optimizing treatment response in non-resectable hepatocellular carcinoma (HCC). METHODS A retrospective analysis was performed on 151 patients [33 conventional TACE (cTACE), 69 drug-eluting bead TACE (DEB-TACE), 49 degradable starch microsphere TACE (DSM-TACE)] who underwent TACE for HCC at a single tertiary center. Pre-TACE contrast-enhanced CT images were used to extract radiomic features of the TACE-treated liver tumor volume. Patient clinical and laboratory data were combined with radiomics-derived predictors in an elastic net regularized logistic regression model to identify independent factors associated with early response at 4-6 weeks post-TACE. Predicted response probabilities under each TACE technique were compared with the actual techniques performed. RESULTS Elastic net modeling identified three independent predictors of response: radiomic feature "Contrast" (OR = 5.80), BCLC stage B (OR = 0.92), and viral hepatitis etiology (OR = 0.74). Interaction models indicated that the relative benefit of each TACE technique depended on the identified patient-specific predictors. Model-based recommendations differed from the actual treatment selected in 66.2% of cases, suggesting potential for improved patient-technique matching. CONCLUSIONS Integrating CT radiomics with clinical variables may help identify the optimal TACE technique for individual HCC patients. This approach holds promise for a more personalized therapy selection and improved response rates beyond standard clinical decision-making.
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Affiliation(s)
- Max Masthoff
- Clinic for Radiology, University of Münster, 48149 Münster, Germany
| | - Maximilian Irle
- Clinic for Radiology, University of Münster, 48149 Münster, Germany
| | - Daniel Kaldewey
- Clinic for Radiology, University of Münster, 48149 Münster, Germany
| | - Florian Rennebaum
- Department of Internal Medicine B, University of Münster, 48149 Münster, Germany
| | - Haluk Morgül
- Department of General, Visceral and Transplant Surgery, University of Münster, 48149 Münster, Germany
| | | | - Jonel Trebicka
- Department of Internal Medicine B, University of Münster, 48149 Münster, Germany
| | | | - Michael Köhler
- Clinic for Radiology, University of Münster, 48149 Münster, Germany
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Giurazza F, Lucatelli P, Corvino F, Argirò R, Roccatagliata P, Ierardi AM, Niola R. Temporary Flow Diversion in Oncological Embolization Procedures Using Degradable Starch Microspheres. Diagnostics (Basel) 2024; 14:2844. [PMID: 39767205 PMCID: PMC11675833 DOI: 10.3390/diagnostics14242844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/13/2024] [Accepted: 12/15/2024] [Indexed: 01/11/2025] Open
Abstract
OBJECTIVES This study aims to report on the application of degradable starch microspheres to provide flow diversion by means of temporary embolization of healthy tissues in oncological endovascular procedures when tumor feeding vessels are not selectively accessible. METHODS This is a multicenter retrospective analysis of patients undergoing visceral embolization procedures of malignancies. The inclusion criteria were as follows: flow diversion performed by injection of degradable starch microspheres, visceral embolization procedures with unfeasible superselective catheterism of the target, and a malignant pathology. Technical success was defined as complete flow diversion with temporary exclusion of the non-target district from arterial flow, associated with successful embolization of the target. Clinical success was intended as procedural achievement with patient clinical improvement. RESULTS Sixteen patients were included in this analysis. Peripheral embolization procedures were performed in the coeliac visceral district all in oncologic patients, including 4 transarterial radioembolization work-up procedures in patients with hepatocarcinoma, 10 chemioembolization procedures in patients with hepatocarcinoma (8) or cholangiocarcinoma (2), and 2 palliative transarterial embolizations in patients with gastric cancer. Technical success was obtained in 100% of the cases, while clinical success was reached in 87.5%: in two chemioembolization procedures, despite technical success, the procedural clinical benefits were partial, with an incomplete target lesion response. Minor complications occurred in five patients (31.2%). CONCLUSIONS In this study, temporary flow diversion with degradable starch microspheres during oncological embolization procedures was safe and effective; this approach is suitable to protect healthy surrounding tissues when vessels feeding the target cannot be selected with the microcatheter.
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Affiliation(s)
- Francesco Giurazza
- Vascular and Interventional Radiology Department, Cardarelli Hospital, Via A. Cardarelli 9, 80131 Naples, Italy; (F.C.); (R.N.)
| | - Pierleone Lucatelli
- Vascular and Interventional Radiology Unit, Department of Radiological, Oncological and Anatomo-Pathological Sciences, Sapienza University of Rome, 00185 Rome, Italy;
| | - Fabio Corvino
- Vascular and Interventional Radiology Department, Cardarelli Hospital, Via A. Cardarelli 9, 80131 Naples, Italy; (F.C.); (R.N.)
| | - Renato Argirò
- Interventional Radiology Unit, Department of Biomedicine and Prevention, Azienda Ospedaliera Universitaria Tor Vergata, Viale Oxford 81, 00133 Rome, Italy;
| | - Pietro Roccatagliata
- Department of Precision Medicine, University of Campania “L. Vanvitelli”, 80138 Naples, Italy;
| | - Anna Maria Ierardi
- Radiology Department, Fondazione IRCCS Cà Granda, Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Raffaella Niola
- Vascular and Interventional Radiology Department, Cardarelli Hospital, Via A. Cardarelli 9, 80131 Naples, Italy; (F.C.); (R.N.)
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Jin B, Gu Y, Xi S, Liu X, Wu X, Wang X, Li G. Efficacy of CalliSpheres ® drug-loaded microspheres combined with doxorubicin in hepatocellular carcinoma. Scand J Gastroenterol 2024; 59:1087-1092. [PMID: 39154241 DOI: 10.1080/00365521.2024.2390025] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/17/2024] [Revised: 07/30/2024] [Accepted: 08/02/2024] [Indexed: 08/19/2024]
Abstract
OBJECTIVE This study compared the efficacy and safety of the transarterial chemoembolization with CalliSpheres® drug-eluting beads loading with doxorubicin (DEB-TACE) versus conventional lipiodol (cTACE) in patients with unresectable hepatocellular carcinoma (HCC). METHODS A randomized controlled trial (RCT) was conducted with 144 patients, who were randomly assigned to receive either DEB-TACE with doxorubicin-loaded CalliSpheres® microspheres or cTACE with doxorubicin-lipiodol emulsion. Patients were followed up for 12 months, with assessments at 3 and 12 months posttreatment. The primary endpoint was the clinical response rate (CR), and the secondary endpoints were the overall survival (OS), the progression-free survival (PFS), and the safety profile of the two treatments. RESULTS The results showed that DEB-TACE was superior to cTACE in terms of CR (50.0% vs 30.6% at 3 months, p = 0.03; 43.1% vs 25.0% at 12 months, p = 0.04), OS (18.2 months vs 14.6 months, p < 0.05), and PFS (7.4 months vs 4.8 months, p < 0.05), and that the safety profile of the two treatments was similar (p > 0.05 for all comparisons). However, the efficacy of DEB-TACE and cTACE varied according to the tumor morphology. DEB-TACE showed better CR rates in patients with nodular tumors, while no significant difference in CR between the two groups in patients with infiltrative tumors. CONCLUSION DEB-TACE showed superior efficacy to cTACE in terms of CR, OS, and PFS, particularly in patients with nodular tumors, while maintaining a similar safety profile. These findings suggest that tumor morphology could inform treatment decisions for TACE in HCC patients.
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Affiliation(s)
- Boxun Jin
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Yanmei Gu
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Shuangmei Xi
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Xin Liu
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Xiulian Wu
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Xin Wang
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
| | - Guangming Li
- Department of Intensive Care Unit, Beijing You An Hospital Affiliated to the Capital Medical University, Beijing, China
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Tian T, Guo J, Hu JL, Hu Y, Guo P, Yu XY. Advanced hepatocellular carcinoma and palliative care: a scoping review. BMJ Support Palliat Care 2024; 14:163-170. [PMID: 36396345 DOI: 10.1136/spcare-2022-003798] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Accepted: 10/19/2022] [Indexed: 11/18/2022]
Abstract
BACKGROUND Patients with advanced hepatocellular carcinoma (HCC) have specific palliative care needs owing to the influence of the disease on abdominal pain, jaundice, bleeding, appetite, ascites, liver function and hepatic encephalopathy. This research would help develop care models and identify knowledge gaps in the field. AIMS To identify the palliative care needs and experiences of patients with advanced HCC. METHODS CINAHL, EMBASE and MEDLINE were used to search English literature from January 1998 to March 2022 for 'Palliative care' and 'Hepatocellular cancer' using precise inclusion and exclusion criteria. RESULTS The retrieves identified 2710 records, including 33 studies used in our research. Two additional studies were grey items. Among 35 studies, 13 studies were performed in Asia, 11 studies in North America, 8 studies in Europe and 3 studies in Australia. Quantitative investigations were mostly descriptive or observational. Eight studies were conducted on a national scale, while two were in specific regions. 20 studies were conducted by a single institution. 22 studies focused only on patients, 2 on family caregivers and 2 on healthcare professionals. 2 more studies concentrated on patients and family caregivers, while 6 concentrated on patients and healthcare professionals. CONCLUSIONS This scoping study illustrates the complexity of advanced HCC treatment and challenges in modern healthcare systems. Formulating appropriate referral criteria, integrating and coordinating care, and assessing care contents are crucial. To enhance the treatment of patients with advanced HCC, it is important to understand the relationships between research and service design across teams, disciplines and care settings.
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Affiliation(s)
- Tian Tian
- School of Nursing, Hunan University of Tradtional Chinese Medicine, Changsha, Hunan, China
| | - Ju Guo
- Graduate of School, GuangXi University of Traditional Chinese Medicine, Nanning, Guangxi, China
| | - Ju-Lan Hu
- Department of Rehabilitation, Affiliated Hospital of Jinggangshan University, Ji'An, Jiangxi, China
| | - Yue Hu
- Department of Nursing, Chongqing City Hospital of Traditional Chinese Medicine, Chongqing, China
| | - Ping Guo
- School of Nursing, Hunan University of Tradtional Chinese Medicine, Changsha, Hunan, China
| | - Xiao-Yun Yu
- Department of Nursing, Chongqing City Hospital of Traditional Chinese Medicine, Chongqing, China
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Schindler P, Kaldewey D, Rennebaum F, Trebicka J, Pascher A, Wildgruber M, Köhler M, Masthoff M. Safety, efficacy, and survival of different transarterial chemoembolization techniques in the management of unresectable hepatocellular carcinoma: a comparative single-center analysis. J Cancer Res Clin Oncol 2024; 150:235. [PMID: 38710956 PMCID: PMC11074216 DOI: 10.1007/s00432-024-05722-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 03/22/2024] [Indexed: 05/08/2024]
Abstract
PURPOSE Transarterial chemoembolization (TACE) has become the standard of care for the treatment of intermediate-stage hepatocellular carcinoma (HCC). However, current clinical practice guidelines lack consensus on the best selection of a specific TACE technique. This study aims to compare safety, tumor response, and progression-free survival (PFS) of conventional TACE (cTACE), drug-eluting bead TACE (DEB-TACE), and degradable starch microsphere TACE (DSM-TACE). METHODS This retrospective study included n = 192 patients with HCC who underwent first TACE with unbiased follow-up at 4-6 weeks at our center between 2008 and 2021. Eligibility for TACE was BCLC intermediate stage B, bridging/down-staging (B/D) to liver transplantation (LT), or any other stage when patients were not suitable for resection, LT, local ablation, or systemic therapy. Patients were grouped into three cohorts (n = 45 cTACE, n = 84 DEB-TACE, n = 63 DSM-TACE), and further categorized by TACE indication (B/D or palliative). Liver function and adverse events, response assessed by the modified response evaluation criteria in solid tumors (mRECIST) 4-6 weeks post-TACE and PFS were analyzed. RESULTS There were no significant differences in age, gender distribution, BCLC stage, or etiology of liver disease among the three TACE groups, even in the B/D or palliative subgroups. DEB-TACE induced slight increases in bilirubin in the palliative subgroup and in lactate dehydrogenase in the entire cohort 4-6 weeks post-TACE, and more adverse events in the palliative subgroup. DEB-TACE and DSM-TACE showed significantly higher disease control rates (complete and partial response, stable disease) compared to cTACE, especially in the B/D setting (p < 0.05). There was no significant difference in PFS between the groups [median PFS (months): cTACE, 10.0 vs. DEB, 7.0 vs. DSM, 10.0; p = 0.436]. CONCLUSION Our study provides valuable perspectives in the decision-making for a specific TACE technique: DEB-TACE and DSM-TACE showed improved tumor response. DEB-TACE showed a prolonged impact on liver function and more side effects, so patients with impaired liver function should be more strictly selected, especially in the palliative subgroup.
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Affiliation(s)
- Philipp Schindler
- Clinic for Radiology, University of Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany.
| | - Daniel Kaldewey
- Clinic for Radiology, University of Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Florian Rennebaum
- Department of Internal Medicine B, University of Münster, Münster, Germany
| | - Jonel Trebicka
- Department of Internal Medicine B, University of Münster, Münster, Germany
| | - Andreas Pascher
- Department of General, Visceral and Transplant Surgery, University of Münster, Münster, Germany
| | | | - Michael Köhler
- Clinic for Radiology, University of Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
| | - Max Masthoff
- Clinic for Radiology, University of Münster, Albert-Schweitzer-Campus 1, 48149, Münster, Germany
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Yuan G, Xu Y, Bai X, Wang W, Wu X, Chen J, Li J, Jia X, Gu Z, Zhang X, Hu W, Wang J, Liu Y, Zhu XM. Autophagy-Targeted Calcium Phosphate Nanoparticles Enable Transarterial Chemoembolization for Enhanced Cancer Therapy. ACS APPLIED MATERIALS & INTERFACES 2023; 15:11431-11443. [PMID: 36848495 DOI: 10.1021/acsami.2c18267] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Transarterial chemoembolization (TACE) is commonly used for treating advanced hepatocellular carcinoma (HCC). However, the instability of lipiodol-drug emulsion and the altered tumor microenvironment (TME, such as hypoxia-induced autophagy) postembolization are responsible for the unsatisfactory therapeutic outcomes. Herein, pH-responsive poly(acrylic acid)/calcium phosphate nanoparticles (PAA/CaP NPs) were synthesized and used as the carrier of epirubicin (EPI) to enhance the efficacy of TACE therapy through autophagy inhibition. PAA/CaP NPs have a high loading capacity of EPI and a sensitive drug release behavior under acidic conditions. Moreover, PAA/CaP NPs block autophagy through the dramatic increase of intracellular Ca2+ content, which synergistically enhances the toxicity of EPI. TACE with EPI-loaded PAA/CaP NPs dispersed in lipiodol shows an obvious enhanced therapeutic outcome compared to the treatment with EPI-lipiodol emulsion in an orthotopic rabbit liver cancer model. This study not only develops a new delivery system for TACE but also provides a promising strategy targeting autophagy inhibition to improve the therapeutic effect of TACE for the HCC treatment.
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Affiliation(s)
- Gang Yuan
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
- Department of Interventional Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou 646000, China
| | - Yanneng Xu
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
- Department of Interventional Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou 646000, China
| | - Xiaopeng Bai
- Department of Physics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 999077, China
| | - Weiming Wang
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
- Department of General Surgery (Vascular Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Xuan Wu
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
| | - Jianli Chen
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
| | - Jie Li
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
| | - Xiaohui Jia
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
| | - Zeyun Gu
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
| | - Xun Zhang
- Department of Interventional Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou 646000, China
| | - Wei Hu
- Department of Interventional Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou 646000, China
| | - Jianfang Wang
- Department of Physics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR 999077, China
| | - Yong Liu
- Department of General Surgery (Vascular Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou 646000, China
| | - Xiao-Ming Zhu
- State Key Laboratory of Quality Research in Chinese Medicines, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR 999078, China
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Yuan G, Liu Z, Wang W, Liu M, Xu Y, Hu W, Fan Y, Zhang X, Liu Y, Si G. Multifunctional nanoplatforms application in the transcatheter chemoembolization against hepatocellular carcinoma. J Nanobiotechnology 2023; 21:68. [PMID: 36849981 PMCID: PMC9969656 DOI: 10.1186/s12951-023-01820-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Accepted: 02/15/2023] [Indexed: 03/01/2023] Open
Abstract
Hepatocellular carcinoma (HCC) has the sixth-highest new incidence and fourth-highest mortality worldwide. Transarterial chemoembolization (TACE) is one of the primary treatment strategies for unresectable HCC. However, the therapeutic effect is still unsatisfactory due to the insufficient distribution of antineoplastic drugs in tumor tissues and the worsened post-embolization tumor microenvironment (TME, e.g., hypoxia and reduced pH). Recently, using nanomaterials as a drug delivery platform for TACE therapy of HCC has been a research hotspot. With the development of nanotechnology, multifunctional nanoplatforms have been developed to embolize the tumor vasculature, creating conditions for improving the distribution and bioavailability of drugs in tumor tissues. Currently, the researchers are focusing on functionalizing nanomaterials to achieve high drug loading efficacy, thorough vascular embolization, tumor targeting, controlled sustained release of drugs, and real-time imaging in the TACE process to facilitate precise embolization and enable therapeutic procedures follow-up imaging of tumor lesions. Herein, we summarized the recent advances and applications of functionalized nanomaterials based on TACE against HCC, believing that developing these functionalized nanoplatforms may be a promising approach for improving the TACE therapeutic effect of HCC.
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Affiliation(s)
- Gang Yuan
- grid.410578.f0000 0001 1114 4286Department of Intervention Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000 China ,grid.259384.10000 0000 8945 4455State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR China
| | - Zhiyin Liu
- grid.488387.8Department of Neurology, The Affiliated Hospital of Southwest Medical University, Luzhou, 646000 China
| | - Weiming Wang
- grid.259384.10000 0000 8945 4455State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR China ,grid.488387.8Department of General Surgery (Vascular Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, 646000 China
| | - Mengnan Liu
- grid.259384.10000 0000 8945 4455State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR China ,grid.488387.8National Traditional Chinese Medicine Clinical Research Base and Department of Cardiovascular Medicine, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, Luzhou, China
| | - Yanneng Xu
- grid.410578.f0000 0001 1114 4286Department of Intervention Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000 China ,grid.259384.10000 0000 8945 4455State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR China
| | - Wei Hu
- grid.410578.f0000 0001 1114 4286Department of Intervention Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000 China ,grid.259384.10000 0000 8945 4455State Key Laboratory of Quality Research in Chinese Medicine, Macau Institute for Applied Research in Medicine and Health, Macau University of Science and Technology, Taipa, Macau SAR China
| | - Yao Fan
- grid.410578.f0000 0001 1114 4286Department of Anus and Intestine Surgery, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000 China
| | - Xun Zhang
- grid.410578.f0000 0001 1114 4286Department of Intervention Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000 China
| | - Yong Liu
- Department of General Surgery (Vascular Surgery), The Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China.
| | - Guangyan Si
- Department of Intervention Radiology, Traditional Chinese Medicine Hospital Affiliated to Southwest Medical University, Luzhou, 646000, China.
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