Saccenti Laetitia, Varble Nicole, Borde Tabea, Mikhail Andrew S, Kassin Michael, Levy Elliot, Xu Sheng, Hazen Lindsey A, Ukeh Ifechi, Vasco Cyndi, Duffy Austin G, Xie Changqing, Monge Cecilia, Mabry Donna, Greten Tim F, Wood Bradford J
Center for Interventional Oncology, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, 10 Center Drive, Bethesda, MD, 20892, USA.
Henri Mondor's Institute of Biomedical Research - Inserm, U955 Team No. 18, Créteil, France.
Radiol Med. 2025 Feb;130(2):226-234. doi: 10.1007/s11547-024-01937-1. Epub 2024 Dec 10.
The aim of this study was to assess the feasibility of quantifying morphologic changes in tumors during immunotherapy, as a reflection of response or survival.
A retrospective single-center analysis was performed in patients with unresectable liver cancer previously enrolled in clinical trials combining immunotherapy (tremelimumab ± durvalumab) and locoregional treatment (either ablation or transarterial chemoembolization). Conventional response (RECIST 1.1) was assessed at 6-month follow-up. For morphologic assessment, the largest target lesion was manually segmented on axial slices in two dimensions using contrast-enhanced CT. Solidity and circularity of tumors were calculated at baseline, 3-month follow-up, and at 6-months follow-up. Survival analysis was performed.
From the 68 patients enrolled in clinical trials, 28 did not have target lesions separate from lesions treated by locoregional therapies, and 3 had no follow-up imaging. Thirty-seven patients (9 with biliary cancer and 28 with hepatocellular carcinoma) were included. Shape features and shape variation were not correlated with RECIST 1.1 status at 6-month follow-up. However, patients with low solidity tumors at 6-month follow-up showed poorer prognosis compared with patients with high solidity tumors at 6-month follow-up (p = 0.01). Solidity variation analysis confirmed that a decrease of tumor solidity at 6-month follow-up was associated with poorer prognosis (p = 0.01). No association was found between shape features at baseline or shape features at 3-month follow-up with overall survival.
Evolution and variation of tumor morphology during treatment may reflect or correlate with outcomes and contribute toward adapted response criteria.
本研究旨在评估在免疫治疗期间量化肿瘤形态学变化的可行性,以此反映疗效或生存情况。
对先前参加过免疫治疗(曲美木单抗±度伐利尤单抗)与局部治疗(消融或经动脉化疗栓塞)联合临床试验的不可切除肝癌患者进行回顾性单中心分析。在6个月随访时评估传统疗效(RECIST 1.1)。为进行形态学评估,使用增强CT在二维轴向切片上手动分割最大的靶病灶。在基线、3个月随访和6个月随访时计算肿瘤的实性和圆形度。进行生存分析。
在参加临床试验的68例患者中,28例没有与局部治疗所处理病灶分开的靶病灶,3例没有随访影像资料。纳入了37例患者(9例胆管癌和28例肝细胞癌)。形状特征和形状变化与6个月随访时的RECIST 1.1状态无关。然而,6个月随访时实性低的肿瘤患者与6个月随访时实性高的肿瘤患者相比,预后较差(p = 0.01)。实性变化分析证实,6个月随访时肿瘤实性降低与较差的预后相关(p = 0.01)。未发现基线时的形状特征或3个月随访时的形状特征与总生存之间存在关联。
治疗期间肿瘤形态学的演变和变化可能反映或与预后相关,并有助于制定适应性的疗效标准。