Body Composition Predicts Survival in Patients with Hepatocellular Carcinoma Treated with Transarterial Chemoembolization

被引:27
|
作者
Parikh, Neehar D. [1 ,2 ]
Zhang, Peng [3 ,4 ]
Singal, Amit G. [5 ]
Derstine, Brian A. [3 ,4 ]
Krishnamurthy, Venkat [2 ]
Barman, Pranab [1 ]
Waljee, Akbar K. [1 ,2 ,6 ]
Su, Grace L. [1 ,2 ,4 ]
机构
[1] Univ Michigan, Div Gastroenterol, Sch Med, Ann Arbor, MI USA
[2] VA Ann Arbor Healthcare Syst, 2215 Fuller Rd, Ann Arbor, MI 48105 USA
[3] Univ Michigan, Sch Med, Dept Surg, Ann Arbor, MI USA
[4] Univ Michigan, Sch Med, Morph Anal Grp, Ann Arbor, MI USA
[5] Univ Texas Southwestern Med Ctr Dallas, Div Digest & Liver Dis, Dallas, TX 75390 USA
[6] VA Ann Arbor Healthcare Syst, Vet Affairs Ctr Clin Management Res, Ann Arbor, MI 48105 USA
来源
CANCER RESEARCH AND TREATMENT | 2018年 / 50卷 / 02期
关键词
Hepatocellular carcinoma; Chemoembolization; Therapeutic; ANALYTIC MORPHOMICS; LIVER; CANCER; RISK;
D O I
10.4143/crt.2017.156
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose 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. Materials and Methods We included patients from a single center (Ann Arbor VA) who had TACE as the primary treatment for HCC 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 Michigan Health System) of HCC patients who underwent TACE as their primary treatment. Results 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). Conclusion 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.
引用
收藏
页码:530 / 537
页数:8
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