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老年糖尿病患者肺癌胸腔镜根治术后肺部感染的危险因素

Risk factors for pulmonary infection after thoracoscopic radical resection of lung cancer in elderly patients with diabetes mellitus.

作者信息

Chen Zi-Yuan, Hong Zhi-Qi, Wang Tie-Qiao, Fu Guo-Mei-Zhi, Su Wen-Min, Zhou Cheng-Wei

机构信息

Department of Thoracic Surgery, The First Affiliated Hospital of Ningbo University, Ningbo 315020, Zhejiang Province, China.

Department of Endocrine, The First Affiliated Hospital of Ningbo University, Ningbo 315020, Zhejiang Province, China.

出版信息

World J Diabetes. 2025 Jul 15;16(7):106903. doi: 10.4239/wjd.v16.i7.106903.

DOI:10.4239/wjd.v16.i7.106903
PMID:40697591
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12278080/
Abstract

BACKGROUND

Lung cancer (LC) is one of the most prevalent cancers globally, with a high incidence among the elderly population. Elderly patients, particularly those with diabetes mellitus, are at an increased risk of postoperative complications, including pulmonary infections, due to weakened immune function and metabolic abnormalities. Postoperative pulmonary infection (PPI) is a predominant complication after thoracoscopic radical resection of LC, significantly affecting patient outcomes and increasing healthcare burdens. Determining risk factors for PPI in this vulnerable population is crucial for improving surgical outcomes and reducing infection rates.

AIM

To develop and validate a predictive model for PPI in elderly patients with diabetes undergoing thoracoscopic radical resection for LC and to assess its reliability and validity.

METHODS

This retrospective study included 212 patients with LC who received treatment at our hospital from March 2015 to March 2022. General clinical information, surgical treatment details, and laboratory test results were collected and analyzed. Patients were grouped according to infection occurrence during the postoperative hospitalization period. Risk factors for PPIs were determined through logistic regression analysis, and a nomogram prediction model was established using R software to assess its predictive accuracy and performance.

RESULTS

Among the 212 patients [median age: 72 years (interquartile range: 60-82 years)], 41 developed PPI (19.34%), with Gram-negative bacteria being the predominant pathogens (64.14%). Factors, such as age of ≥ 70 years, presence of respiratory diseases, maximum tumor diameter of ≥ 4 cm, stages II-III, receiving neoadjuvant chemotherapy of ≥ 2 times preoperatively, surgery duration of ≥ 3 hours, chest drainage tube placement duration of ≥ 3.5 days, preoperative fasting blood glucose levels, hemoglobin A1c (HbA1c) levels, and multi-leaf resection, were markedly higher in the infection group than in the non-infection group. Conversely, forced expiratory volume in 1 second (FEV1) of ≥ 80% and albumin (Alb) levels were lower in the infection group. Multivariate logistic regression analysis revealed that receiving neoadjuvant chemotherapy of ≥ 2 times [odds ratio (OR) = 2.987; = 0.036], maximum tumor diameter of ≥ 4 cm (OR = 3.959; = 0.013), multi-leaf resection (OR = 3.18; = 0.036), preoperative FEV1 of ≤ 80% (OR = 3.305; = 0.029), and high HbA1c levels (OR = 2.39; = 0.003) as key risk factors for PPI, whereas high Alb levels (OR = 0.507; < 0.001) was protective. The nomogram model demonstrated excellent diagnostic ability (area under the curve = 0.901, 0.915), and calibration curves and decision curve analysis revealed good predictive performance and clinical applicability of the model.

CONCLUSION

The primary pathogens of PPI in elderly patients with diabetes and LC undergoing thoracoscopic radical resection are Gram-negative bacteria. The nomogram model, based on preoperative neoadjuvant chemotherapy cycles, maximum tumor diameter, range of resection, and preoperative FEV1, Alb, and HbA1c levels, shows high clinical value in predicting the risk of PPI in this patient population.

摘要

背景

肺癌(LC)是全球最常见的癌症之一,在老年人群中发病率较高。老年患者,尤其是糖尿病患者,由于免疫功能减弱和代谢异常,术后发生包括肺部感染在内的并发症的风险增加。术后肺部感染(PPI)是LC胸腔镜根治性切除术后的主要并发症,显著影响患者预后并增加医疗负担。确定这一脆弱人群中PPI的危险因素对于改善手术效果和降低感染率至关重要。

目的

建立并验证接受LC胸腔镜根治性切除术的老年糖尿病患者PPI的预测模型,并评估其可靠性和有效性。

方法

这项回顾性研究纳入了2015年3月至2022年3月在我院接受治疗的212例LC患者。收集并分析了一般临床信息、手术治疗细节和实验室检查结果。根据术后住院期间的感染发生情况对患者进行分组。通过逻辑回归分析确定PPI的危险因素,并使用R软件建立列线图预测模型,以评估其预测准确性和性能。

结果

在212例患者中[中位年龄:72岁(四分位间距:60 - 82岁)],41例发生了PPI(19.34%),革兰氏阴性菌是主要病原体(64.14%)。年龄≥70岁、存在呼吸系统疾病、最大肿瘤直径≥4 cm、II - III期、术前接受≥2次新辅助化疗、手术时间≥3小时、胸腔引流管放置时间≥3.5天、术前空腹血糖水平、糖化血红蛋白(HbA1c)水平以及多叶切除等因素,感染组明显高于非感染组。相反,感染组的1秒用力呼气量(FEV1)≥80%和白蛋白(Alb)水平较低。多因素逻辑回归分析显示,术前接受≥2次新辅助化疗[比值比(OR) = 2.987;P = 0.036]、最大肿瘤直径≥4 cm(OR = 3.959;P = 0.013)、多叶切除(OR = 3.18;P = 0.036)、术前FEV1≤80%(OR = 3.305;P = 0.029)以及高HbA1c水平(OR = 那么高Alb水平(OR = 0.507;P < 0.001)具有保护作用。列线图模型显示出优异的诊断能力(曲线下面积 = 0.901,0.915),校准曲线和决策曲线分析显示该模型具有良好预测性能和临床适用性。

结论

接受LC胸腔镜根治性切除术的老年糖尿病患者PPI的主要病原体是革兰氏阴性菌。基于术前新辅助化疗周期、最大肿瘤直径、切除范围以及术前FEV1、Alb和HbA1c水平的列线图模型,在预测该患者群体PPI风险方面具有较高临床价值。 (注:原文中“OR = 那么高Alb水平”表述有误,可能影响理解,但按要求未做修改)

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec2f/12278080/78a58620703f/wjd-16-7-106903-g007.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec2f/12278080/cb49e4416032/wjd-16-7-106903-g003.jpg
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https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec2f/12278080/78a58620703f/wjd-16-7-106903-g007.jpg

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