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Liver-to-Spleen Volume Ratio Automatically Measured on CT Predicts Decompensation in Patients with B Viral Compensated Cirrhosisopen access

Authors
Kwon, Ji HyeLee, Seung SooYoon, Jee SeokSuk, Heung-IlSung, Yu SubKim, Ho SungLee, Chul-MinKim, Kang MoLee, So JungKim, So Yeon
Issue Date
Dec-2021
Publisher
KOREAN SOCIETY OF RADIOLOGY
Keywords
Deep learning; Cirrhosis; Liver; Spleen; Outcomes research; Hepatitis B
Citation
KOREAN JOURNAL OF RADIOLOGY, v.22, no.12, pp 1985 - 1995
Pages
11
Indexed
SCIE
SCOPUS
KCI
Journal Title
KOREAN JOURNAL OF RADIOLOGY
Volume
22
Number
12
Start Page
1985
End Page
1995
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/211117
DOI
10.3348/kjr.2021.0348
ISSN
1229-6929
2005-8330
Abstract
Objective Although the liver-to-spleen volume ratio (LSVR) based on CT reflects portal hypertension, its prognostic role in cirrhotic patients has not been proven. We evaluated the utility of LSVR, automatically measured from CT images using a deep learning algorithm, as a predictor of hepatic decompensation and transplantation-free survival in patients with hepatitis B viral (HBV)-compensated cirrhosis. Materials and Methods A deep learning algorithm was used to measure the LSVR in a cohort of 1027 consecutive patients (mean age, 50.5 years; 675 male and 352 female) with HBV-compensated cirrhosis who underwent liver CT (2007–2010). Associations of LSVR with hepatic decompensation and transplantation-free survival were evaluated using multivariable Cox proportional hazards and competing risk analyses, accounting for either the Child-Pugh score (CPS) or Model for End Stage Liver Disease (MELD) score and other variables. The risk of the liver-related events was estimated using Kaplan-Meier analysis and the Aalen-Johansen estimator. Results After adjustment for either CPS or MELD and other variables, LSVR was identified as a significant independent predictor of hepatic decompensation (hazard ratio for LSVR increase by 1, 0.71 and 0.68 for CPS and MELD models, respectively; p < 0.001) and transplantation-free survival (hazard ratio for LSVR increase by 1, 0.8 and 0.77, respectively; p < 0.001). Patients with an LSVR of < 2.9 (n = 381) had significantly higher 3-year risks of hepatic decompensation (16.7% vs. 2.5%, p < 0.001) and liver-related death or transplantation (10.0% vs. 1.1%, p < 0.001) than those with an LSVR ≥ 2.9 (n = 646). When patients were stratified according to CPS (Child-Pugh A vs. B–C) and MELD (< 10 vs. ≥ 10), an LSVR of < 2.9 was still associated with a higher risk of liver-related events than an LSVR of ≥ 2.9 for all Child-Pugh (p ≤ 0.045) and MELD (p ≤ 0.009) stratifications. Conclusion The LSVR measured on CT can predict hepatic decompensation and transplantation-free survival in patients with HBV-compensated cirrhosis.
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