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Red cell distribution width (RDW) has emerged as a prognostic biomarker in various clinical contexts. This retrospective study evaluated the predictive utility of RDW for cardiopulmonary bypass-associated acute lung injury (CPB-ALI) in pediatric patients undergoing cardiac surgery. A total of 166 children were enrolled and classified into CPB-ALI and non-ALI groups. Preoperative and postoperative RDW values were analyzed. Postoperative RDW was significantly higher in the CPB-ALI group (15.40% vs. 13.78%, < 0.001). Multivariate logistic regression identified postoperative RDW as an independent predictor of CPB-ALI (OR: 1.35, 95% CI: 1.10-1.64, = 0.003). Receiver operating characteristic analyses yielded an AUC of 0.732, and restricted cubic spline analyses revealed a nonlinear association between RDW and CPB-ALI risks ( < 0.001). Higher postoperative RDW levels were positively correlated with prolonged mechanical ventilation duration, ICU stay, and total hospital stay ( < 0.001 for all). These findings suggest that postoperative RDW is a cost-effective and accessible biomarker for the early identification of CPB-ALI and may inform individualized perioperative management in pediatric cardiac surgery.
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http://dx.doi.org/10.3390/children12060785 | DOI Listing |
Front Oncol
August 2025
Department of Urology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China.
Objective: To explore the prognostic value of preoperative hematological indicators for prostate cancer (PCa) patients with laparoscopic radical prostatectomy (LRP) and construct a nomogram prediction model based on hematological indicators and clinicopathological characteristics.
Method: PCa patients who underwent LRP in Beijing Chaoyang Hospital from January 2017 to December 2022 were retrospectively analyzed. Clinicopathological data and blood indicators, including the neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), red blood cell distribution width (RDW), prognosis nutritional index were compared between non-recurrence and recurrence groups.
EClinicalMedicine
August 2025
Thoracic Surgery Department, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou Province, China.
Background: Early identification and prediction of postoperative pulmonary complications (PPCs) are vital for patient management in lung cancer (LC) surgery. However, existing predictive models often lack comprehensive validation and interpretability. This study aimed to develop and validate an explainable machine learning (ML) model to predict PPCs in patients with LC undergoing surgery.
View Article and Find Full Text PDFProlonged stays in the postoperative intensive care unit (ICU) for patients undergoing heart valve surgery are mainly caused by the development of complications. In turn, with the extension of the ICU stay, there is a risk of developing further serious postoperative complications. The main aim of the present study was to evaluate selected biomarkers in terms of their predictive potential for a prolonged postoperative stay in the ICU.
View Article and Find Full Text PDFBMC Womens Health
July 2025
Department of Obstetrics and Gynecology, Dokuz Eylul University School of Medicine, Balcova/Izmir, 35330, Turkey.
Background: Our aim was to compare preoperative and postoperative hematological inflammatory parameters in women with endometriosis.
Methods: Data were collected from 411 patients who underwent laparoscopy surgery between January 2018 and December 2023. Postoperatively, the pathology reports indicated ovarian endometrioma in 201 patients (48.
Cureus
May 2025
Anesthesiology and Pain Medicine, Democritus University of Thrace, Alexandroupolis, GRC.
Nutritional status is increasingly recognized as a critical factor influencing perioperative outcomes. In elderly surgical patients, undernutrition and inflammation may play a key role in the development of both acute and chronic postoperative pain. Despite this, few studies have explored their predictive value using machine learning approaches.
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