Development of a nomogram to assess thromboembolic risk in patients with liver abscesses

Thromboembolism, a serious complication in patients with liver abscesses, can lead to organ deterioration if left untreated. However, factors associated with thromboembolism in these patients remain poorly understood. We aimed to identify the factors associated with liver abscess complications, with a focus on thromboembolism and metastatic infection. Data from 325 patients diagnosed with liver abscesses between March 2019 and June 2023 were retrospectively collected. Baseline clinical and laboratory variables associated with thromboembolic events and metastatic infections were analyzed using logistic regression. A nomogram for predicting thromboembolism was constructed using significant predictors. Among the 325 patients, the median age was 68.0 years, and included 129 women. Fifty patients experienced thromboembolic events and 44 had metastatic infections. Significant predictors for thromboembolic events included white blood cell (WBC) ≥ 20,000/µL (odds ratio [OR] 3.401, p = 0.002), platelet count < 100,000/µL (OR 3.291, p = 0.004), and abscess septation (OR 2.704, p = 0.007). Age ≥ 65 years (OR 0.457, p = 0.040), WBC ≥ 20,000/µL (OR 3.340, p = 0.005), and abscess septation (OR 2.909, p = 0.008) were identified as factors associated with metastatic infections. A nomogram was constructed to predict thromboembolism using the following four variables: WBC ≥ 20,000/µL platelet count < 100,000/µL, albumin < 2.8 g/dL, and abscess septation, and demonstrated an AUROC of 0.755. Our study is the first to develop a reliable nomogram for thromboembolism prediction, utilizing easily accessible clinical parameters. This innovative model enables clinicians to efficiently identify high-risk patients, facilitating the implementation of additional studies to mitigate the risk of overlooked thromboembolic events in these at-risk individuals.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2024-11-04
DOI
https://doi.org/10.1038/s41598-024-77799-4
Primary Topic
Amoebic Infections and Treatments
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of a nomogram to assess thromboembolic risk in patients with liver abscesses

Soon Woo Nam, Soon Kyu Lee, Dong Jae Shim, Seung Hwan Baek et al.
Scientific Reports
Amoebic Infections and Treatments
article

Development of a nomogram to assess thromboembolic risk in patients with liver abscesses

Soon Woo Nam, Soon Kyu Lee, Dong Jae Shim, Seung Hwan Baek, Jung Hyun Kwon, Jae Jun Lee
article en

Abstract

Thromboembolism, a serious complication in patients with liver abscesses, can lead to organ deterioration if left untreated. However, factors associated with thromboembolism in these patients remain poorly understood. We aimed to identify the factors associated with liver abscess complications, with a focus on thromboembolism and metastatic infection. Data from 325 patients diagnosed with liver abscesses between March 2019 and June 2023 were retrospectively collected. Baseline clinical and laboratory variables associated with thromboembolic events and metastatic infections were analyzed using logistic regression. A nomogram for predicting thromboembolism was constructed using significant predictors. Among the 325 patients, the median age was 68.0 years, and included 129 women. Fifty patients experienced thromboembolic events and 44 had metastatic infections. Significant predictors for thromboembolic events included white blood cell (WBC) ≥ 20,000/µL (odds ratio [OR] 3.401, p = 0.002), platelet count < 100,000/µL (OR 3.291, p = 0.004), and abscess septation (OR 2.704, p = 0.007). Age ≥ 65 years (OR 0.457, p = 0.040), WBC ≥ 20,000/µL (OR 3.340, p = 0.005), and abscess septation (OR 2.909, p = 0.008) were identified as factors associated with metastatic infections. A nomogram was constructed to predict thromboembolism using the following four variables: WBC ≥ 20,000/µL platelet count < 100,000/µL, albumin < 2.8 g/dL, and abscess septation, and demonstrated an AUROC of 0.755. Our study is the first to develop a reliable nomogram for thromboembolism prediction, utilizing easily accessible clinical parameters. This innovative model enables clinicians to efficiently identify high-risk patients, facilitating the implementation of additional studies to mitigate the risk of overlooked thromboembolic events in these at-risk individuals.

Scientific ReportsVol. 14(1)
The Catholic University of Korea Incheon St. Mary's Hospital (KR), The Catholic University of Korea Seoul St. Mary's Hospital (KR), Catholic University of Korea (KR)
National Research Foundation, Ministry of Trade, Industry and Energy, National Research Foundation of Korea, Ministry of Science and ICT, South Korea
Zero hunger
Openalex Percentile: Top 75%
Amoebic Infections and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.