Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2025 Jun 23.
doi: 10.1245/s10434-025-17658-2. Online ahead of print.

Novel Risk Score Incorporating Type-IV Collagen, Albumin, and Prothrombin Time (CAP score) to Predict 180-Day Surgery-Related Mortality After Liver Resection for Hepatocellular Carcinoma

Affiliations

Novel Risk Score Incorporating Type-IV Collagen, Albumin, and Prothrombin Time (CAP score) to Predict 180-Day Surgery-Related Mortality After Liver Resection for Hepatocellular Carcinoma

Tomoaki Hayakawa et al. Ann Surg Oncol. .

Abstract

Background: Accurate preoperative risk assessment is crucial for patients undergoing liver resection for hepatocellular carcinoma (HCC). The present study developed and validated a novel scoring system for predicting 180-day surgery-related mortality.

Patients and methods: This retrospective cohort study enrolled patients who underwent liver resection for HCC between 2000 and 2024. The cohort was divided into training and validation sets on the basis of the operation dates. Multivariate analysis was performed to identify the independent predictors of 180-day surgery-related mortality. The resulting score was compared with the existing models.

Results: Three independent predictors were identified and assigned one point each: type-IV collagen ≥ 7.5 ng/mL (odds ratio [OR]: 2.92; 95% confidence interval [CI] 1.20-7.65; P = 0.017), albumin (Alb) ≤ 3.4 g/dL (OR: 3.06, 95% CI 1.23-8.39; P = 0.016), and prothrombin time-international normalized ratio (PT-INR) ≥ 1.26 (OR: 2.82; 95% CI 1.14-6.70; P = 0.026). The 180-day surgery-related mortality rates for the low- (0 point), intermediate- (1-2 points), and high-risk (3 points) groups were 0.8%, 7.6%, and 26.7%, respectively, in the training cohort, and 1.7%, 6.5%, and 20.7%, respectively, in the validation cohort. The collagen-Alb-PT-INR (CAP) score demonstrated superior predictive performance (area under the curve [AUC]: 0.728) as compared with the stratified Model for End-Stage Liver Disease score (AUC: 0.557, P < 0.001), the Child-Pugh classification (AUC: 0.637, P < 0.001), and the Alb-bilirubin grade (AUC: 0.668, P = 0.014).

Conclusions: The CAP score is a simple and effective tool for predicting 180-day surgery-related mortality post-liver resection for HCC.

Keywords: Albumin; Hepatocellular carcinoma; Liver resection; Prothrombin time-international normalized ratio; Surgery-related death; Type IV collagen.

PubMed Disclaimer

Conflict of interest statement

Disclosure: Nothing to report.

Similar articles

References

    1. González HD, Figueras J. Surgical treatment for hepatocellular carcinoma in cirrhotic patients. Guide to the selection and decision-making process in a context of multimodal strategy. Clin Transl Oncol. 2009;11(1):20–7. - DOI - PubMed
    1. Angeli-Pahim I, Chambers A, Duarte S, Zarrinpar A. Current trends in surgical management of hepatocellular carcinoma. Cancers (Basel). 2023;15(22):5378. - DOI - PubMed - PMC
    1. He J, Amini N, Spolverato G, et al. National trends with a laparoscopic liver resection: results from a population-based analysis. HPB (Oxford). 2015;17(10):919–26. - DOI - PubMed - PMC
    1. Orimo T, Hirakawa S, Taketomi A, et al. Risk model for morbidity and mortality following liver surgery based on a national Japanese database. Ann Gastroenterol Surg. 2024;8(5):896–916. - DOI - PubMed - PMC
    1. Yang S, Ni H, Zhang A, Zhang J, Zang H, Ming Z. Impact of postoperative morbidity on the prognosis of patients with hepatocellular carcinoma after laparoscopic liver resection: a multicenter observational study. Sci Rep. 2025;15(1):1724. - DOI - PubMed - PMC

LinkOut - more resources