Analysis of risk factors for postoperative lower extremity deep vein thrombosis in liver transplant patients

To investigate the high-risk factors for the development of lower extremity deep vein thrombosis(DVT) in liver transplant recipients after surgery and to establish a relevant prediction model. This study retrospectively collected information on patients who underwent liver transplantation at a single clinical center from January 2021 to June 2024. The information was then randomly assigned to a training set and a validation set in a 7:3 ratio. Univariate and multivariate logistic regression analysis were performed on the training set to identify independent risk factors for the development of DVT, which were then included in the nomogram. Validation was performed in a validation set, area under the curve and calibration curves were used to determine the predictive accuracy and discriminative power of the graphs, and decision curve analysis (DCA) was used to further substantiate the clinical efficacy of the nomogram. Possibly relevant factors were included in a one-way logistic regression, and after analysing the results: age, history of alcohol consumption, history of diabetes mellitus, ascites, hepatic encephalopathy, and postoperative D-dimer were the potential risk factors for the development of lower limb DVT after liver transplantation, P < 0.2. The data obtained were further included in a multifactorial review and age, history of diabetes mellitus, ascites, hepatic encephalopathy, and postoperative D-dimer were independent risk factors for the development of lower extremity DVT after liver transplantation (P < 0.05). This finding suggests that clinicians should focus on high-risk individuals with these factors when dealing with liver transplant patients. By strengthening monitoring and adopting targeted preventive measures to reduce the incidence of lower limb DVT and improve the quality of postoperative rehabilitation and long-term prognosis of patients.

Authors

Institutions

Publication Details

Journal
BMC Surgery
Published
2026-02-10
DOI
https://doi.org/10.1186/s12893-025-03378-7
Primary Topic
Liver Disease and Transplantation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Analysis of risk factors for postoperative lower extremity deep vein thrombosis in liver transplant patients

Xiaoqing Zhang, Jinghui Yan, Ruisi Ma, Yanmin Shi et al.
BMC Surgery
Liver Disease and Transplantation
article

Analysis of risk factors for postoperative lower extremity deep vein thrombosis in liver transplant patients

Xiaoqing Zhang, Jinghui Yan, Ruisi Ma, Yanmin Shi, Jiaxing Zhu, Jie Wei
article en

Abstract

To investigate the high-risk factors for the development of lower extremity deep vein thrombosis(DVT) in liver transplant recipients after surgery and to establish a relevant prediction model. This study retrospectively collected information on patients who underwent liver transplantation at a single clinical center from January 2021 to June 2024. The information was then randomly assigned to a training set and a validation set in a 7:3 ratio. Univariate and multivariate logistic regression analysis were performed on the training set to identify independent risk factors for the development of DVT, which were then included in the nomogram. Validation was performed in a validation set, area under the curve and calibration curves were used to determine the predictive accuracy and discriminative power of the graphs, and decision curve analysis (DCA) was used to further substantiate the clinical efficacy of the nomogram. Possibly relevant factors were included in a one-way logistic regression, and after analysing the results: age, history of alcohol consumption, history of diabetes mellitus, ascites, hepatic encephalopathy, and postoperative D-dimer were the potential risk factors for the development of lower limb DVT after liver transplantation, P < 0.2. The data obtained were further included in a multifactorial review and age, history of diabetes mellitus, ascites, hepatic encephalopathy, and postoperative D-dimer were independent risk factors for the development of lower extremity DVT after liver transplantation (P < 0.05). This finding suggests that clinicians should focus on high-risk individuals with these factors when dealing with liver transplant patients. By strengthening monitoring and adopting targeted preventive measures to reduce the incidence of lower limb DVT and improve the quality of postoperative rehabilitation and long-term prognosis of patients.

BMC SurgeryVol. 26(1)
Hebei Medical University (CN), Third Hospital of Hebei Medical University (CN)
Reduced inequalities
Openalex Percentile: Top 61%
Liver Disease and Transplantation
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.