Association Between Preoperative Calcium Levels and the Occurrence of Postoperative PE in Trauma Patients: A Retrospective Multicenter Cohort Study

ABSTRACT Backgrounds Trauma patients who undergo surgery are at high risk for acute pulmonary embolism (PE). We aimed to investigate the connection between the preoperative serum calcium level of trauma patients and their risk of postoperative PE. Methods We included 5598 trauma patients from four centers (2017–2023). Patients were categorized as Hypocalcemia (< 2.2 mmol/L) and Non‐hypocalcemia (≥ 2.2 mmol/L). Propensity score matching (PSM) was used to match Hypocalcemia group and Non‐hypocalcemia group 1:1. We applied logistic regression to determine the correlation between preoperative hypocalcemia and the risk of postoperative PE. We plotted the receiver operating characteristic (ROC) curve to assess the predictive value of preoperative serum calcium levels for postoperative PE. Results The overall incidence of PE in trauma patients was 2.1% (120/5598). Before and after PSM, PE in the Hypocalcemia group was significantly higher than that in the Non‐hypocalcemia group [2.9% vs. 1.6%, p = 0.001] and [2.9% vs. 1.9%, p = 0.039]. Post‐PSM logistic regression revealed that trauma patients with preoperative hypocalcemia had a 1.54‐fold increased risk of postoperative PE formation (95% CI 1.04–2.30, p = 0.032). Within the observed range of this cohort, for every 1 mmol/L increase in preoperative serum calcium, the risk of postoperative PE formation was reduced by 62% (OR 0.38, 95% CI 0.22–0.73; p = 0.001). ROC results showed that the area under the curve (AUC) of preoperative serum calcium in predicting the occurrence of PE was 0.59 (95% CI 0.54–0.64), p = 0.001. Conclusion Preoperative hypocalcemia is significantly associated with an increased risk of postoperative PE formation in trauma patients. Trial Registration ChiCTR2300078097

Authors

Institutions

Publication Details

Journal
World Journal of Surgery
Published
2026-05-28
DOI
https://doi.org/10.1002/wjs.70430
Primary Topic
Venous Thromboembolism Diagnosis and Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Association Between Preoperative Calcium Levels and the Occurrence of Postoperative PE in Trauma Patients: A Retrospective Multicenter Cohort Study

Mi Zhou, Qingxiang Mao, Xiaojuan Xiong, Peng Hu et al.
World Journal of Surgery
Venous Thromboembolism Diagnosis and Management
article

Association Between Preoperative Calcium Levels and the Occurrence of Postoperative PE in Trauma Patients: A Retrospective Multicenter Cohort Study

Mi Zhou, Qingxiang Mao, Xiaojuan Xiong, Peng Hu, Yunqin Ren, Xian Chen
article en

Abstract

ABSTRACT Backgrounds Trauma patients who undergo surgery are at high risk for acute pulmonary embolism (PE). We aimed to investigate the connection between the preoperative serum calcium level of trauma patients and their risk of postoperative PE. Methods We included 5598 trauma patients from four centers (2017–2023). Patients were categorized as Hypocalcemia (< 2.2 mmol/L) and Non‐hypocalcemia (≥ 2.2 mmol/L). Propensity score matching (PSM) was used to match Hypocalcemia group and Non‐hypocalcemia group 1:1. We applied logistic regression to determine the correlation between preoperative hypocalcemia and the risk of postoperative PE. We plotted the receiver operating characteristic (ROC) curve to assess the predictive value of preoperative serum calcium levels for postoperative PE. Results The overall incidence of PE in trauma patients was 2.1% (120/5598). Before and after PSM, PE in the Hypocalcemia group was significantly higher than that in the Non‐hypocalcemia group [2.9% vs. 1.6%, p = 0.001] and [2.9% vs. 1.9%, p = 0.039]. Post‐PSM logistic regression revealed that trauma patients with preoperative hypocalcemia had a 1.54‐fold increased risk of postoperative PE formation (95% CI 1.04–2.30, p = 0.032). Within the observed range of this cohort, for every 1 mmol/L increase in preoperative serum calcium, the risk of postoperative PE formation was reduced by 62% (OR 0.38, 95% CI 0.22–0.73; p = 0.001). ROC results showed that the area under the curve (AUC) of preoperative serum calcium in predicting the occurrence of PE was 0.59 (95% CI 0.54–0.64), p = 0.001. Conclusion Preoperative hypocalcemia is significantly associated with an increased risk of postoperative PE formation in trauma patients. Trial Registration ChiCTR2300078097

World Journal of Surgery
Army Medical University (CN), Chongqing University (CN), Daping Hospital (CN)
Good health and well-being
Openalex Percentile: Top 4%
Venous Thromboembolism Diagnosis and Management
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.