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Body Composition Predicts Survival in Patients with Hepatocellular Carcinoma Treated with Transarterial Chemoembolization
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Neehar D. Parikh, Peng Zhang, Amit G. Singal, Brian A. Derstine, Venkat Krishnamurthy, Pranab Barman, Akbar K. Waljee, Grace L. Su
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Cancer Res Treat. 2018;50(2):530-537. Published online June 1, 2017
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DOI: https://doi.org/10.4143/crt.2017.156
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Abstract
PDFSupplementary MaterialPubReaderePub
- 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 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. Resultswere validated in an external cohort(University of MichiganHealth System) ofHCC patientswho 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.
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Citations
Citations to this article as recorded by
- Impact of body composition on the prognosis of hepatocellular carcinoma patients treated with transarterial chemoembolization: A systematic review and meta-analysis
Anrong Wang, Junfeng Li, Changfeng Li, Hui Zhang, Yingfang Fan, Kuansheng Ma, Qiang Wang Heliyon.2024; 10(3): e25237. CrossRef - Incorporation of quantitative imaging data using artificial intelligence improves risk prediction in veterans with liver disease
Grace L. Su, Peng Zhang, Patrick X. Belancourt, Bradley Youles, Binu Enchakalody, Ponni Perumalswami, Akbar Waljee, Sameer Saini Hepatology.2024; 80(4): 928. CrossRef - Morphomics, Survival, and Metabolites in Patients With Metastatic Pancreatic Cancer
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Clinicopathologic Characteristics and Prognosis of Tongue Squamous Cell Carcinoma in Patients with and without a History of Radiation for Nasopharyngeal Carcinoma: A Matched Case-Control Study
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Peng Zhang, Li Zhang, Hui Liu, Lei Zhao, Yong Li, Jing-Xian Shen, Qing Liu, Meng-Zhong Liu, Mian Xi
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Cancer Res Treat. 2017;49(3):695-705. Published online October 11, 2016
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DOI: https://doi.org/10.4143/crt.2016.317
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Abstract
PDFPubReaderePub
- Purpose
Previous studies reported an association between an increased risk of tongue cancer and radiation treatment for nasopharyngeal carcinoma (NPC). This study compared the clinicopathologic characteristics and outcomes of tongue squamous cell carcinoma (TSCC) in patients with and without a history of radiotherapy for NPC.
Materials and Methods
From 1965 to 2009, a total of 73 patients were diagnosed with TSCC with a history of radiotherapy for NPC. The patients were matched in a 1:3 ratio with patients with sporadic TSCC according to age, sex, and year of the TSCC diagnosis. The primary endpoint was the overall survival.
Results
The median interval from NPC to TSCC was 82 months. The NPC survivors were more likely to be diagnosed with a more advanced T classification, less likely to have lymph node involvement, and more likely to have the tumor located in the dorsum of the tongue than sporadic TSCC. Regarding the histologic characteristics, the NPC survivors were more likely to have a weak lymphocytic host response, low tumor budding, and low risk of a worse pattern of invasion. The sporadic TSCC patients had a better overall survival (hazard ratio, 0.690; p=0.033) than the NPC survivors. In competing risks analysis, the cumulative incidence functions for the competing event (documented non-tongue cancer death) were significantly higher in the NPC survivors (Gray’s test, p=0.001).
Conclusion
TSCC patients with a history of radiotherapy for NPC appear to have particular clinicopathologic features, a poorer survival, and are more likely to die from non-tongue cancer causes than those with sporadic TSCC.
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Citations
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