ArticleBMC surgery2023
Risk factors and predictive model for pulmonary complications in patients transferred to ICU after hepatectomy.
Article in BMC surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 10 citations in OpenAlex.
- Lasso-Enhanced Logistic Regression for Early Prediction of Pulmonary Infection in Critically Ill Post-Abdominal Surgery Patients.Medicina (Kaunas, Lithuania) · 2026Article
- Laparoscopic approach reduces the incidence of postoperative pulmonary complications after hepatectomy for hepatocellular carcinoma: a multicenter overlap propensity score-weighted analysis.Hepatobiliary surgery and nutrition · 2026Article
- Development of a Predictive Model for Large-Volume Pleural Effusion After Separation Surgery in Patients With Spinal Metastatic Tumors.Cancer reports (Hoboken, N.J.) · 2025Article
- Review
- Epidemiology and risk of pulmonary complications following hepatobiliary surgical procedures: A retrospective study.World journal of gastrointestinal surgery · 2025Article
- High-altitude adaptation as a protective factor against postoperative pulmonary complications in liver resection: a prospective matched cohort study.BMC anesthesiology · 2025Observational
- A Nomogram of Weaning Failure for Critical Ventilated Patients in High-Altitude Areas: A Single-Center Cohort Study Using Lasso Logistic Regression.Anesthesiology research and practice · 2025Article
- Prediction models for postoperative pulmonary complications in intensive care unit patients after noncardiac thoracic surgery.BMC pulmonary medicine · 2024Article
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivePostoperative pulmonary complications (PPCs) seriously harm the recovery and prognosis of patients undergoing surgery. However, its related risk factors in critical patients after hepatectomy have been rarely reported. This study aimed at analyzing the factors related to PPCs in critical adult patients after hepatectomy and create a nomogram for prediction of the PPCs.
methods503 patients' data were collected form the Peking University People's Hospital. Multivariate logistic regression analysis was used to identify independent risk factors to derive the nomogram. Nomogram's discriminatory ability was assessed using the area under the receiver operating characteristic curve (AUC), and calibration was assessed using the Hosmer-Lemeshow goodness-of-fit test and calibration curve.
resultsThe independent risk factor for PPCs are advanced age (odds ratio [OR] = 1.026; P = 0.008), higher body mass index (OR = 1.139; P < 0.001), lower preoperative serum albumin level (OR = 0.961; P = 0.037), and intensive care unit first day infusion volume (OR = 1.152; P = 0.040). And based on this, we created a nomogram to predict the occurrence of PPCs. Upon assessing the nomogram's predictive ability, the AUC for the model was 0.713( 95% CI: 0.668-0.758, P<0.001). The Hosmer-Lemeshow test (P = 0.590) and calibration curve showed good calibration for the prediction of PPCs.
conclusionsThe prevalence and mortality of postoperative pulmonary complications in critical adult patients after hepatectomy are high. Advanced age, higher body mass index, lower preoperative serum albumin and intensive care unit first day infusion volume were found to be significantly associated with PPCs. And we created a nomogram model which can be used to predict the occurrence of PPCs.
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