Evaluation of staging systems to predict prognosis in hepatocellular carcinoma patients treated with radioembolization. Issue 1 (January 2022)
- Record Type:
- Journal Article
- Title:
- Evaluation of staging systems to predict prognosis in hepatocellular carcinoma patients treated with radioembolization. Issue 1 (January 2022)
- Main Title:
- Evaluation of staging systems to predict prognosis in hepatocellular carcinoma patients treated with radioembolization
- Authors:
- Meram, Ece
Longhurst, Colin
Vardar, Baran Umut
Karaoglu, Kerim
Laeseke, Paul F.
Ozkan, Orhan S. - Abstract:
- Abstract: Purpose: To compare the prognostic accuracy of nine staging systems, some of which are well-known and some of which have only been more recently described, for patients with unresectable HCC treated with radioembolization (RE). Materials and methods: Individual scores or classes for the following staging systems were recorded or calculated for patients (n = 89) with unresectable HCC who underwent RE at a single tertiary care center from January 2008 to October 2016: Eastern Cooperative Oncology Group, Barcelona Clinic Liver Cancer, Hong Kong Liver Cancer, Okuda, Cancer of the Liver Italian Program (CLIP), Model for End Stage Liver Disease, Child-Pugh (CP) Categorical and Numeric, and Albumin-Bilirubin. For each staging system, a cox proportional hazards regression model was fit to the data and log-rank test statistics, concordance indices, Akaike Information Criteria (AIC) and other diagnostic statistics were calculated. Results: Of the nine staging systems analyzed, the basic discriminatory ability assessed with the log-rank test (rejected at the α = .05-level) was significant for two of the systems: CP Numeric (p < .001) and CLIP (p < .05). Out of these two systems, CP Numeric system had a higher prognostic accuracy than CLIP with the lowest AIC (464.90), the highest optimism-corrected pseudo R 2 (0.16), and the highest estimated concordance index (0.64). Conclusion: As applied to our patient population, the CP Numeric system contained the most predictiveAbstract: Purpose: To compare the prognostic accuracy of nine staging systems, some of which are well-known and some of which have only been more recently described, for patients with unresectable HCC treated with radioembolization (RE). Materials and methods: Individual scores or classes for the following staging systems were recorded or calculated for patients (n = 89) with unresectable HCC who underwent RE at a single tertiary care center from January 2008 to October 2016: Eastern Cooperative Oncology Group, Barcelona Clinic Liver Cancer, Hong Kong Liver Cancer, Okuda, Cancer of the Liver Italian Program (CLIP), Model for End Stage Liver Disease, Child-Pugh (CP) Categorical and Numeric, and Albumin-Bilirubin. For each staging system, a cox proportional hazards regression model was fit to the data and log-rank test statistics, concordance indices, Akaike Information Criteria (AIC) and other diagnostic statistics were calculated. Results: Of the nine staging systems analyzed, the basic discriminatory ability assessed with the log-rank test (rejected at the α = .05-level) was significant for two of the systems: CP Numeric (p < .001) and CLIP (p < .05). Out of these two systems, CP Numeric system had a higher prognostic accuracy than CLIP with the lowest AIC (464.90), the highest optimism-corrected pseudo R 2 (0.16), and the highest estimated concordance index (0.64). Conclusion: As applied to our patient population, the CP Numeric system contained the most predictive prognostic information for patients with HCC undergoing radioembolization. However, all evaluated staging systems performed suboptimally, and the relative superiority of any of the systems remains unclear when ranking them according to common practice. Further evaluation of current ranking methodologies is recommended. Highlights: There is no consensus on utility of staging systems to predict prognosis of HCC patients. Data for HCC patients undergoing RE is only available from a single center. Basic discriminatory ability (log-rank) was significant only for Child-Pugh Numeric and CLIP. Further analyses were performed to rank the staging systems. The results suggest that Child-Pugh Numeric has an overall greater prognostic value. Abstract : Radioembolization; Hepatocellular carcinoma; Staging; Prognosis. … (more)
- Is Part Of:
- Heliyon. Volume 8:Issue 1(2022)
- Journal:
- Heliyon
- Issue:
- Volume 8:Issue 1(2022)
- Issue Display:
- Volume 8, Issue 1 (2022)
- Year:
- 2022
- Volume:
- 8
- Issue:
- 1
- Issue Sort Value:
- 2022-0008-0001-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-01
- Subjects:
- Radioembolization -- Hepatocellular carcinoma -- Staging -- Prognosis
Research -- Periodicals
Medical sciences -- Periodicals
Natural history -- Periodicals
Social sciences -- Periodicals
Earth sciences -- Periodicals
Physical sciences -- Periodicals
507.2 - Journal URLs:
- http://www.sciencedirect.com/science/journal/24058440/ ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.heliyon.2022.e08770 ↗
- Languages:
- English
- ISSNs:
- 2405-8440
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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- 20671.xml