ArticleFrontiers in surgery2023
Analysis of postoperative pulmonary complications after gastrectomy for gastric cancer: development and validation of a nomogram.
Article in Frontiers in surgery, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 2 of them syntheses that pooled it.
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Who cites it
7 citing papers in PubMed, 2 syntheses or guidelines pooled it, 7 citations in OpenAlex.
- Preoperative inflammatory and immune-nutritional markers and postoperative pulmonary complications after gastric and colorectal cancer surgery: a systematic review and narrative synthesis.Frontiers in surgery · 2026Pooled it
- Risk factors for pneumonia after radical gastrectomy for gastric cancer: a systematic review and meta-analysis.BMC cancer · 2025Pooled it
- Preoperative visceral fat area predicts intraoperative adverse events during lymphadenectomy in laparoscopic gastrectomy for gastric cancer: a post hoc analysis.Surgical endoscopy · 2025Trial
- Clinical risk factors for multidrug-resistant organism infections in postoperative gastric cancer patients: an ICU-based retrospective analysis.BMC infectious diseases · 2026Article
- Improving Perioperative Care in Gastric Surgery: Insights from the EUropean PErioperative MEdical Networking (EUPEMEN) Project.Journal of clinical medicine · 2025Article
- Application and progress of nomograms in gastric cancer.Frontiers in medicine · 2025Review
- Risk factors for pulmonary complications after colorectal cancer surgery: a Japanese multicenter study.International journal of colorectal disease · 2024Article
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Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Postoperative pulmonary complications (PPCs) are common in gastric cancer patients after gastrectomy. The aim of our study was to investigate the perioperative risk factors and to develop a nomogram to identify patients who are at significant risk of PPCs. Methods: The clinical data of gastric cancer patients who underwent elective gastrectomy in the First Affiliated Hospital of Nanjing Medical University from 2017 to 2021 were retrospectively collected. All patients were randomly divided into a training and a validation cohort at a ratio of 7:3. Univariate and multivariate analysis were applied to identify the independent risk factors that might predict PPCs, and a nomogram was constructed. Both discrimination and calibration abilities were estimated by the area under a receiver operating characteristic curve (AUC) and calibration curves. The clinical effectiveness of the nomogram was further quantified with the decision curve analysis (DCA). Results: Of 2,124 included patients, one hundred and fifty patients (7.1%) developed PPCs. Binary logistic analysis showed that age > 65 years, higher total cholesterol level, longer duration of surgery, total gastrectomy, and the dose of oxycodone > 5.5 mg were independent risk factors for the occurrence of PPCs, which were contained in the nomogram. The predictive nomogram showed good discrimination and calibration [an AUC of 0.735 (95% CI: 0.687-0.783) in a training cohort and 0.781 (95% CI: 0.715-0.847) in a validation cohort]. The calibration curve and decision curve analysis showed a good agreement between nomogram predictions and actual observations. Conclusion: We developed a nomogram model based on age, total cholesterol, extent of resection, duration of surgery, and the dose of oxycodone to predict the risk of PPCs in gastric cancer patients after elective gastrectomy.
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