Welcome to visit Zhongnan Medical Journal Press Series journal website!

Analysis and prediction model construction of infection after transcatheter arterial chemoembolization in hepatocellular carcinoma patients

Published on Dec. 28, 2024Total Views: 246 timesTotal Downloads: 68 timesDownloadMobile

Author: DU Jiao 1 DA Xiuwei 1 ZHANG Qing 1 YAN Yan 1 LIU Dan 1 GAO Nan 2 GAO Min 3 ZHANG Hongxin 1 WANG Miaomiao 1

Affiliation: 1. Department of Interventional Pain, The Second Affiliated Hospital of the Air Force Medical University, Xi'an 710038, China 2. Department of Burn and Plastic Surgery, The Second Affiliated Hospital of the Air Force Medical University, Xi'an 710038, China 3. Research Guarantee Center Information Technology Office, The Second Affiliated Hospital of the Air Force Medical University, Xi'an 710038, China

Keywords: Hepatocellular carcinoma Transcatheter arterial chemoembolization Pathogenic bacteria Infection Prediction model

DOI: 10.12173/j.issn.1004-5511.202408005

Reference: Du J, Da XW, Zhang Q, Yan Y, Liu D, Gao N, Gao M, Zhang HX, Wang MM. Analysis and prediction model construction of infection after transcatheter arterial chemoembolization in hepatocellular carcinoma patients[J]. Yixue Xinzhi Zazhi, 2024, 34(12): 1345-1356. DOI: 10.12173/j.issn.1004-5511.202408005. [Article in Chinese]

  • Abstract
  • Full-text
  • References
Abstract

Objective  To analyze the risk factors of infectious in hepatocellular carcinoma (HCC) patients after transcatheter arterial chemoembolization (TACE), and construct a prediction model.

Methods  The complete clinical data of HCC patients who received TACE treatment in the department of Interventional Pain of the Second Affiliated Hospital of the Air Force Medical University from January 1, 2020 to December 31, 2023 were retrospectively analyzed. According to whether infection occurred within 30 days after TACE, the patients were divided into the infection group and the non-infection group. According to the visiting time of HCC patients undergoing TACE, they were divided into the training and validation cohorts. Multivariate Logistic regression analysis was used to determine independent risk factors and construct a prediction model. The area under the curve (AUC) of the receiver operating characteristic curve, calibration curve analysis (CCA) and the Brier score, decision curves analysis (DCA) were used to evaluate the performence of the prediction model.

Results  A total of 592 HCC patients with TACE were included, the infection rate after TACE was 10.30%, with Gram-negative bacteria was most common infection (55.41%). Comorbid diabetes [OR=12.694, 95%CI(4.415, 36.497)], maximum lesion diameter > 5 cm [OR=7.620, 95%CI(1.994, 29.111)], ascites[OR=5.106, 95%CI(2.226, 11.711)], intraoperative blood loss  ≥ 500 mL [OR=20.588, 95%CI(7.269, 58.311)], and operation time≥120 minutes [OR=1.284, 95%CI(1.093, 1.872)] were independent risk factors for post-TACE infection. The AUC of the prediction model in the training set and the validation set were 0.907 and 0.931. CCA showed good consistency of the "predicted probability" and the "actual probability" of the post-TACE infection prediction model, and the Brier scores in the training set and the validation set were 0.084 and 0.075. The DCA curve suggested that the prediction model provided good clinical net benefit.

Conclusion  Comorbid diabetes, maximum lesion diameter  > 5 cm, ascites, intraoperative blood loss  ≥  500  mL, and operation time ≥ 120  minutes were independent risk factors for post-TACE infection. The post- TACE infection prediction model can better identify the occurrence of TACE infection in HCC patients and is a useful tool for early identification of post-TACE infection.

Full-text
Please download the PDF version to read the full text: download
References

1.中华人民共和国国家卫生健康委员会医政司. 原发性肝癌诊疗指南(2024年版)[J]. 协和医学杂志, 2024, 15(3): 532-558. [Department of Medical Administration, National Health Commission of the People's Republic of China. Clinical practice guideline for primary liver cancer (2024 edition)[J]. Medical Journal of Peking Union Medical College Hospital, 2024, 15(3): 532-558.] DOI: 10.12290/xhyxzz.2024-0304.

2.Bray F, Ferlay J, Soerjomataram I, et al. Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries[J]. CA Cancer J Clin, 2018, 68(6): 394-424. DOI: 10.3322/caac. 21492.

3.European Association for the Study of the Liver. EASL clinical practice guidelines: management of hepatocellular carcinoma[J]. J Hepatol, 2018, 69(1): 182-236. DOI: 10.1016/j.jhep.2018.03.019.

4.Duan X, Li H, Chen P, et al. Transcatheter arterial chemoembolization using CalliSpheres beads loaded with arsenic trioxide for unresectable large or huge hepatocellular carcinoma: a prospective study[J]. Eur Radiol, 2024, 34(2): 1258-1267. DOI: 10.1007/s00330-023-10097-1.

5.中国医师协会介入医师分会临床诊疗指南专委会. 中国肝细胞癌经动脉化疗栓塞(TACE)治疗临床实践指南(2023年版)[J]. 中华医学杂志, 2023, 103(34): 2674-2694. [Clinical Guidelines Committee of Chinese College of Interventionalists. Chinese clinical practice guidelines for transarterial chemoembolization of hepatocellular carcinoma (2023 edition)[J]. National Medical Journal of China, 2023, 103(34): 2674-2694.] DOI: 10.3760/cma.j.cn112137-20230630-01114.

6.Woo S, Chung JW, Hur S, et al. Liver abscess after transarterial chemoembolization in patients with bilioenteric anastomosis: frequency and risk factors[J]. AJR Am J Roentgenol, 2013, 200(6): 1370-1377. DOI: 10.2214/AJR.12.9630.

7.秦喜竹,王小二,高晨琛,等. 肝癌肝动脉化疗介入术后继发感染的危险因素研究[J]. 现代消化及介入诊疗, 2020, 25(4): 518-521. [Qin XZ, Wang XE, Gao  CC, et  al. Study on risk factors of secondary infection after hepatic arterial chemotherapy for liver cancer[J]. Modern Digestion  & Intervention, 2020, 25(4): 518-521.] DOI: 10.3969/j.issn.1672-2159.2020.04.023.

8.Shi Z, Yang W, Tang H, et al. Risk factors of infection after transarterial chemoembolization for hepatocellular carcinoma: a protocol for systematic review and Meta-analysis[J]. Medicine (Baltimore), 2021, 100(20): e25851. DOI: 10.1097/MD.0000000000025851.

9.李海兰,翟惠敏,杨慧杰,等. 肝癌患者经肝动脉化疗栓塞术后感染风险预测模型的构建及验证[J]. 中国感染控制杂志, 2023, 22(2): 150-158. [Li HL, Zhai  HM, Yang  HJ, et al. Construction and validation of a risk prediction model for the infection after transcatheter arterial chemoembolization in patients with liver cancer[J]. Chinese Journal of Infection Control, 2023, 22(2): 150-158.] DOI: 10.12138/j.issn.1671-9638.20233028.

10.王琪,张玉,王芳芳,等. 原发性肝癌肝动脉化疗栓塞术后医院感染病原菌及其影响因素[J]. 中华医院感染学杂志, 2023, 33(17): 2634-2638. [Wang Q, Zhang  Y, Wang FF, et al. Pathogens isolated from primary liver cancer patients with nosocomial infection after transhepatic arterial chemotherapy and embolization and influencing factors[J]. Chinese Journal of Nosocomiology, 2023, 33(17): 2634-2638.] DOI: 10.11816/cn.ni. 2023-230170.

11.中国医师协会介入医师分会, 中国研究型医院学会介入医学专委会. 介入诊疗围手术期抗生素使用专家共识[J]. 介入放射学杂志, 2022, 31(4): 319-327. [Interventional Physicians Branch of Chinese Medical Doctor Association, Interventional Medicine Committee of Chinese Research Hospital Association. Expert consensus on the use of antibiotics during perioperative period of interventional diagnosis and treatment[J]. Journal of Interventional Radiology, 2022, 31(4): 319-327.] DOI: 10.3969/j.issn.1008-794X.2022.04.001.

12.李清杰,刘运喜. 医院感染防控指南[M]. 北京: 人民军医出版社, 2010. [Li QJ, Liu YX. Guidelines for the prevention and control of nosocomial infection[M]. Beijing: People's Military Medical Publishing House, 2010.]

13.马冰,白黎,赵艳,等. 原发性肝癌TACE术后发生感染性并发症的影响因素研究[J]. 实用癌症杂志, 2021, 36(12): 2033-2035. [Ma B, Bai L, Zhao Y, et al. Factors influencing TACE postoperative infectious complications of primary liver cancer[J]. The Practical Journal of Cancer, 2021, 36(12): 2033-2035.] DOI: 10.3969/j.issn.1001- 5930.2021.12.032.

14.姜敏霞,陈旭高,姚红响. 肝癌肝动脉化疗栓塞术后发生感染影响因素分析[J]. 介入放射学杂志, 2018, 27(2): 133-136. [Jiang MX, Chen XG, Yao HX. The influencing factors for the infection occurring after TACE in patients with liver cancer[J]. Journal of Interventional Radiology, 2018, 27(2): 133-136.] DOI: 10.3969/j.issn.1008-794X. 2018.02.009.

15.刘佳佳,陈辉容,臧莉. 肝癌术后感染患者肠道菌群特征及肠道功能的影响分析[J]. 胃肠病学和肝病学杂志, 2023, 32(1): 95-100. [Liu JJ, Chen HR, Zang  L. Analysis of intestinal microflora characteristics and intestinal function in patients with postoperative infection of liver cancer[J]. Chinese Journal of Gastroenterology and Hepatology, 2023, 32(1): 95-100.] DOI: 10.3969/j.issn. 1006-5709.2023.01.020.

16.Inoue Y, Suzuki Y, Yokohama K, et al. Diabetes mellitus does not influence results of hepatectomy in hepatocellular carcinoma: case control study[J]. Contemp Oncol (Pozn), 2020, 24(4): 211-215. DOI: 10.5114/wo.2020.102825.

17.Shin JU, Kim KM, Shin SW, et al. A prediction model for liver abscess developing after transarterial chemoembolization in patients with hepatocellular carcinoma[J]. Dig Liver Dis, 2014, 46(9): 813-817. DOI: 10.1016/j.dld.2014.05.003.

18.Chen C, Chen PJ, Yang PM, et al. Clinical and microbiological features of liver abscess after transarterial embolization for hepatocellular carcinoma[J]. Am J Gastroenterol, 1997, 92(12): 2257-2259. https://pubmed.ncbi.nlm.nih.gov/9399765/

19.郭志,滕皋军,邹英华,等. 载药微球治疗原发性和转移性肝癌的技术操作推荐[J]. 中华放射学杂志, 2019, 53(5): 336-340. [Guo Z, Teng GJ, Zou YH, et al. Transarterial treatment of primary and secondary liver cancer with drug? eluting beads transarterial chemoembolization: technical recommendations[J]. Chinese Journal of Radiology, 2019, 53(5): 336-340.] DOI: 10.3760/cma.j.issn.1005-1201.2019.05.002.

20.吴俣, 张志伟. 《原发性肝癌诊疗指南(2024年版)》更新解读[J]. 肝胆胰外科杂志, 2024, 36(10): 577-582, 588. [Wu Y, Zhang ZW. Interpretation on the updated points of Guideline for the Diagnosis and Treatment of Hepatocellular Carcinoma (2024 Edition)[J]. Journal of Hepatopancreatobiliary Surgery, 2024, 36(10): 577-582, 588.] DOI: 10.11952/j.issn.1007-1954.2024.10.001.

21.Batyrbekova N, Aleman S, Lybeck C, et al. Hepatitis C virus infection and the temporal trends in the risk of liver cancer : a national register-based cohort study in Sweden[J]. Cancer Epidemiol Biomarkers Prev, 2020, 29(1): 63-70. DOI: 10.1158/1055-9965.EPI-19-0769.

22.宋媛媛,江宇泳. 自发性细菌性腹膜炎诊断与治疗的研究进展[J]. 临床肝胆病杂志, 2016, 32(6): 1188-1191. [Song YY, Jiang YY. Research advances in diagnosis and treatment of spontaneous bacterial peritonitis[J]. Journal of Clinical Hepatology, 2016, 32(6): 1188-1191.] DOI: 10.3969/j.issn.1001-5256.2016.06.040.

23.Kabir T, Syn NL, Tan ZZX, et al. Predictors of post-operative complications after surgical resection of hepatocellular carcinoma and their prognostic effects on outcome and survival: a propensity-score matched and structural equation modelling study[J]. Eur J Surg Oncol, 2020, 46(9): 1756-1765. DOI: 10.1016/j.ejso.2020.03.219.

24.Wang YH. Current progress of research on intestinal bacterial translocation[J]. Microb Pathog, 2021, 152: 104652. DOI: 10.1016/j.micpath.2020.104652.

25.汤玉鹏,俞晓玲,赖雅娟,等. 肝癌肝切除术后腹腔感染的危险因素分析[J]. 中华肝胆外科杂志, 2022, 28(12): 881-885. [Tang YP, Yu XL, Lai YJ, et  al. Analysis of risk factors for intra-abdominal infection after hepatectomy for primary liver neoplasms[J]. Chinese Journal of Hepatobiliary Surgery, 2022, 28(12): 881-885.] DOI: 10.3760/cma.j.cn113884-20220719-00294.