Division of Gastroenterology, University of Michigan Medical School, Ann Arbor, MI, USA.
VA Ann Arbor Healthcare System, Ann Arbor, MI, USA.
Cancer Res Treat. 2018 Apr;50(2):530-537. doi: 10.4143/crt.2017.156. Epub 2017 Jun 1.
The prognosis of patients with hepatocellular carcinoma (HCC) undergoing transarterial chemoembolization (TACE) is often uncertain. We aimed to utilize analytic morphomics, a high-throughput imaging analysis, to assess if body composition is predictive of post-TACE survival.
We included patients from a single center (Ann Arbor VA)who had TACE as the primary treatment forHCC and had a pre-treatment computed tomography scans. Univariate analysis and multivariate conditional inference tree analysis were utilized to identify the morphomic characteristics predictive of 1-year survival. Results were validated in an external cohort(University of MichiganHealth System) ofHCC patientswho underwent TACE as their primary treatment.
In the 75 patients in the derivation cohort, median survival was 439 (interquartile range, 377 to 685) days from receipt of TACE, with 1-year survival of 61%. Visceral fat density (VFD) was the only morphomic factor predictive of overall and 1-year survival (p < 0.001). Patients with VFD above the 56th percentile had a 1-year survival of 39% versus 78% for those below the 56th percentile. VFD also correlated with 1-year survival in the external validation cohort (44% vs. 72%, p < 0.001). In a secondary analysis, patients with higher VFD were significantly more likely to experience hepatic decompensation after TACE (p < 0.001).
VFD served as an objective predictor of mortality in patients undergoing TACE, possibly through its ability to predict hepatic decompensation. VFD may serve as a radiographic biomarker in predicting TACE outcomes.
接受经动脉化疗栓塞术(TACE)的肝细胞癌(HCC)患者的预后常常不确定。我们旨在利用分析形态学,一种高通量成像分析,评估人体成分是否可预测 TACE 后的生存情况。
我们纳入了来自单一中心(安纳堡退伍军人事务部)的患者,这些患者因 HCC 接受 TACE 作为主要治疗方法,并在治疗前进行了 CT 扫描。我们利用单变量分析和多变量条件推断树分析,来确定预测 1 年生存率的形态学特征。研究结果在另一组接受 TACE 作为主要治疗方法的 HCC 患者(密歇根大学健康系统)的外部队列中进行了验证。
在来自于 75 例患者的推导队列中,从接受 TACE 起的中位生存时间为 439 天(四分位间距 377 至 685 天),1 年生存率为 61%。内脏脂肪密度(VFD)是唯一预测总生存率和 1 年生存率的形态学因素(p < 0.001)。VFD 高于第 56 百分位的患者 1 年生存率为 39%,而 VFD 低于第 56 百分位的患者 1 年生存率为 78%。VFD 在外部验证队列中也与 1 年生存率相关(44% vs. 72%,p < 0.001)。在二次分析中,VFD 较高的患者在 TACE 后发生肝失代偿的可能性显著更高(p < 0.001)。
VFD 是接受 TACE 治疗的患者死亡的客观预测指标,其可能通过预测肝失代偿来实现。VFD 可能成为预测 TACE 结果的影像学生物标志物。