Computed tomography radiomic features and clinical factors predicting the response to first transarterial chemoembolization in intermediate-stage hepatocellular carcinoma

Zhong-Xing Shi1, Chang-Fu Li2, Li-Feng Zhao3, Zhong-Qi Sun4, Li-Ming Cui1, Yan-Jie Xin4, Dong-Qing Wang1, Tan-Rong Kang1, Hui-Jie Jiang4
1Department of Interventional Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China
2Department of Digestive Medicine, Daqing Longnan Hospital, Daqing 163453, China
3Department of Radiology, Daqing Longnan Hospital, Daqing 163453, China
4Department of Radiology, the Second Affiliated Hospital of Harbin Medical University, Harbin 150086, China

Tài liệu tham khảo

Miller, 2018, Cancer statistics for Hispanics/Latinos, 2018, CA Cancer J Clin, 68, 425, 10.3322/caac.21494 Jemal, 2011, Global cancer statistics, CA Cancer J Clin, 61, 69, 10.3322/caac.20107 Zhu, 2018, Medium or large hepatocellular carcinoma: sorafenib combined with transarterial chemoembolization and radiofrequency ablation, Radiology, 288, 300, 10.1148/radiol.2018172028 Yang, 2016, Ten-year survival of hepatocellular carcinoma patients undergoing radiofrequency ablation as a first-line treatment, World J Gastroenterol, 22, 2993, 10.3748/wjg.v22.i10.2993 Vogel, 2018, Hepatocellular carcinoma: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up, Ann Oncol, 29, iv238, 10.1093/annonc/mdy308 Kim, 2015, Complete response at first chemoembolization is still the most robust predictor for favorable outcome in hepatocellular carcinoma, J Hepatol, 62, 1304, 10.1016/j.jhep.2015.01.022 Hiraoka, 2017, Hepatic function during repeated TACE procedures and prognosis after introducing sorafenib in patients with unresectable hepatocellular carcinoma: multicenter analysis, Dig Dis, 35, 602, 10.1159/000480256 Lin, 2018, Label-free classification of hepatocellular-carcinoma grading using second harmonic generation microscopy, Biomed Opt Express, 9, 3783, 10.1364/BOE.9.003783 Purcell, 2020, Influence of pretreatment tumor growth rate on objective response of hepatocellular carcinoma treated with transarterial chemoembolization, J Gastroenterol Hepatol, 35, 305, 10.1111/jgh.14816 Bi, 2019, Artificial intelligence in cancer imaging: clinical challenges and applications, CA Cancer J Clin, 69, 127, 10.3322/caac.21552 Ji, 2019, Biliary tract cancer at CT: a radiomics-based model to predict lymph node metastasis and survival outcomes, Radiology, 290, 90, 10.1148/radiol.2018181408 Llovet, 2002, Arterial embolisation or chemoembolisation versus symptomatic treatment in patients with unresectable hepatocellular carcinoma: a randomised controlled trial, Lancet, 359, 1734, 10.1016/S0140-6736(02)08649-X Kim, 2018, Predicting survival using pretreatment CT for patients with hepatocellular carcinoma treated with transarterial chemoembolization: comparison of models using radiomics, AJR Am J Roentgenol, 211, 1026, 10.2214/AJR.18.19507 Hao, 2021, Prognostic value of tumoral and peritumoral magnetic resonance parameters in osteosarcoma patients for monitoring chemotherapy response, Eur Radiol, 31, 3518, 10.1007/s00330-020-07338-y Wu, 2022, Can peritumoral radiomics improve the prediction of malignancy of solid pulmonary nodule smaller than 2 cm?, Acad Radiol, 29, S47, 10.1016/j.acra.2020.10.029 Ma, 2021, A CT-based tumoral and mini-peritumoral radiomics approach: differentiate fat-poor angiomyolipoma from clear cell renal cell carcinoma, Cancer Manag Res, 13, 1417, 10.2147/CMAR.S297094 Chen, 2021, Clinical-radiomic analysis for pretreatment prediction of objective response to first transarterial chemoembolization in hepatocellular carcinoma, Liver Cancer, 10, 38, 10.1159/000512028 Kong, 2021, Prediction of tumor response via a pretreatment MRI radiomics-based nomogram in HCC treated with TACE, Eur Radiol, 31, 7500, 10.1007/s00330-021-07910-0 Kuang, 2010, Activated monocytes in peritumoral stroma of hepatocellular carcinoma promote expansion of memory T helper 17 cells, Hepatology, 51, 154, 10.1002/hep.23291 Budhu, 2006, Prediction of venous metastases, recurrence, and prognosis in hepatocellular carcinoma based on a unique immune response signature of the liver microenvironment, Cancer Cell, 10, 99, 10.1016/j.ccr.2006.06.016 Lee, 2013, Prognostic value of α-fetoprotein and des-γ-carboxy prothrombin responses in patients with hepatocellular carcinoma treated with transarterial chemoembolization, BMC Cancer, 13, 5, 10.1186/1471-2407-13-5 Tian, 2019, Alpha-fetoprotein assessment for hepatocellular carcinoma after transarterial chemoembolization, Abdom Radiol (NY), 44, 3304, 10.1007/s00261-019-02116-x Wang, 2020, Combined hepatocellular-cholangiocarcinoma: which preoperative clinical data and conventional MRI characteristics have value for the prediction of microvascular invasion and clinical significance?, Eur Radiol, 30, 5337, 10.1007/s00330-020-06861-2 Granito, 2021, TRANS-TACE: prognostic role of the transient hypertransaminasemia after conventional chemoembolization for hepatocellular carcinoma, J Pers Med, 11, 1041, 10.3390/jpm11101041 Sun, 2018, A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study, Lancet Oncol, 19, 1180, 10.1016/S1470-2045(18)30413-3