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Cost-effectiveness of the GAAD algorithm for hepatocellular carcinoma surveillance of patients with compensated cirrhosis: a model-based analysis using Italian real-world data.

2/5 보강
Journal of medical economics 2026 Vol.29(1) p. 406-420 OA Hepatocellular Carcinoma Treatment a
Retraction 확인
출처
PubMed DOI OpenAlex 마지막 보강 2026-04-28

PICO 자동 추출 (휴리스틱, conf 2/4)

유사 논문
P · Population 대상 환자/모집단
환자: compensated cirrhosis (CC) is critical for improving prognosis
I · Intervention 중재 / 시술
추출되지 않음
C · Comparison 대조 / 비교
추출되지 않음
O · Outcome 결과 / 결론
[LIMITATIONS] Assumptions were required to estimate the diagnostic performance of US+GAAD, given the absence of prospective validation data.
OpenAlex 토픽 · Hepatocellular Carcinoma Treatment and Prognosis Liver Disease Diagnosis and Treatment Liver Disease and Transplantation

Porta C, Pradelli L, Cirotto G, Majorini MT, Garay OU, Calvaruso V, Fasano T, Napoli L, Foschi FG, Lampertico P

📝 환자 설명용 한 줄

[AIMS] Early detection of hepatocellular carcinoma (HCC) in patients with compensated cirrhosis (CC) is critical for improving prognosis.

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BibTeX ↓ RIS ↓
APA Camilla Porta, Lorenzo Pradelli, et al. (2026). Cost-effectiveness of the GAAD algorithm for hepatocellular carcinoma surveillance of patients with compensated cirrhosis: a model-based analysis using Italian real-world data.. Journal of medical economics, 29(1), 406-420. https://doi.org/10.1080/13696998.2026.2627833
MLA Camilla Porta, et al.. "Cost-effectiveness of the GAAD algorithm for hepatocellular carcinoma surveillance of patients with compensated cirrhosis: a model-based analysis using Italian real-world data.." Journal of medical economics, vol. 29, no. 1, 2026, pp. 406-420.
PMID 41701165

Abstract

[AIMS] Early detection of hepatocellular carcinoma (HCC) in patients with compensated cirrhosis (CC) is critical for improving prognosis. The GAAD algorithm (gender [biological sex], age, alpha-fetoprotein [AFP], protein induced by vitamin K absence-II [PIVKA-II]) demonstrated good performance for the detection of early-stage HCC. This study aimed to assess the cost-effectiveness of the GAAD algorithm for HCC surveillance in patients with CC in Italy, from the Italian Health Service perspective.

[METHODS] A probabilistic micro-simulation Markov model was adapted to the Italian context to estimate lifetime clinical outcomes and costs of CC patients undergoing bi-annual surveillance with ultrasound (US), US+AFP, GAAD, and US+GAAD. Clinical inputs and utility values were derived from Italian real-world data and published literature. Direct healthcare costs were collected from Italian sources. Costs and outcomes were discounted at an annual 3% rate. Sensitivity analyses were conducted to evaluate the uncertainties in input parameters.

[RESULTS] In a simulated cohort of 100,000 CC patients, QALYs and costs per patient were 6.53 and €35,524 for US, 6.56 and €35,825 for US+AFP, 6.57 and €35,423 for GAAD, and 6.58 and €35,939 for US+GAAD. Compared to US and US+AFP, GAAD was dominant, while US+GAAD was cost-effective (ICUR of €9,482 and €10,951 per QALY gained, respectively). At a willingness-to-pay threshold of €30,000, GAAD was the most cost-effective strategy. Sensitivity analyses confirmed the robustness of results.

[LIMITATIONS] Assumptions were required to estimate the diagnostic performance of US+GAAD, given the absence of prospective validation data. Some clinical parameters were derived from non-Italian sources, which may limit generalizability.

[CONCLUSION] GAAD, alone or combined with US, is a cost-effective strategy for HCC surveillance in CC patients in Italy, improving the detection of early-stage disease. Better performance data for US+GAAD is needed to confirm results.

MeSH Terms

Humans; Carcinoma, Hepatocellular; Cost-Benefit Analysis; Liver Neoplasms; Italy; Liver Cirrhosis; Male; Female; Algorithms; Middle Aged; Markov Chains; Quality-Adjusted Life Years; alpha-Fetoproteins; Early Detection of Cancer; Aged; Ultrasonography; Protein Precursors; Sex Factors; Age Factors; Prothrombin; Biomarkers