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Outcome modelling strategies in epidemiology: traditional methods and basic alternatives.流行病学中的结果建模策略:传统方法与基本替代方法
Int J Epidemiol. 2016 Apr;45(2):565-75. doi: 10.1093/ije/dyw040. Epub 2016 Apr 20.
2
Factors associated with preserved pulmonary function in non-small-cell lung cancer patients after video-assisted thoracic surgery.电视辅助胸腔镜手术后非小细胞肺癌患者肺功能保留的相关因素
Eur J Cardiothorac Surg. 2016 Apr;49(4):1084-90. doi: 10.1093/ejcts/ezv325. Epub 2015 Sep 15.
3
Risk factors for postoperative pneumonia after lung cancer surgery and impact of pneumonia on survival.肺癌手术后发生术后肺炎的危险因素及肺炎对生存的影响。
Respir Med. 2015 Oct;109(10):1340-6. doi: 10.1016/j.rmed.2015.07.008. Epub 2015 Jul 17.
4
Inflammatory Diseases of the Lung Induced by Conventional Cigarette Smoke: A Review.常规香烟烟雾引起的肺部炎症性疾病:综述。
Chest. 2015 Nov;148(5):1307-1322. doi: 10.1378/chest.15-0409.
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Influence of postoperative infectious complications on long-term survival of lung cancer patients: a population-based cohort study.术后感染并发症对肺癌患者长期生存的影响:一项基于人群的队列研究。
J Thorac Oncol. 2013 May;8(5):554-61. doi: 10.1097/JTO.0b013e3182862e7e.
6
Risk factors of postoperative pneumonia after lung cancer surgery.肺癌手术后肺炎的术后危险因素。
J Korean Med Sci. 2011 Aug;26(8):979-84. doi: 10.3346/jkms.2011.26.8.979. Epub 2011 Jul 27.
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Postoperative pulmonary complications following thoracic surgery: are there any modifiable risk factors?胸外科术后肺部并发症:是否存在可改变的危险因素?
Thorax. 2010 Sep;65(9):815-8. doi: 10.1136/thx.2009.123083.
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Video-assisted thoracic surgery (VATS) of the lung: analysis of intraoperative and postoperative complications over 15 years and review of the literature.电视辅助胸腔镜肺手术:15年术中及术后并发症分析并文献复习
Surg Endosc. 2008 Feb;22(2):298-310. doi: 10.1007/s00464-007-9586-0. Epub 2007 Oct 18.
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Risk factors of postoperative respiratory infections in lung cancer surgery.肺癌手术术后肺部感染的危险因素
J Thorac Oncol. 2007 Jan;2(1):34-8. doi: 10.1097/JTO.0b013e31802bafb6.
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Internal validation of risk models in lung resection surgery: bootstrap versus training-and-test sampling.肺切除手术风险模型的内部验证:自助法与训练-测试抽样法
J Thorac Cardiovasc Surg. 2006 Jun;131(6):1243-7. doi: 10.1016/j.jtcvs.2006.02.002.

识别肺切除术后肺炎风险较高的患者。

Identifying patients at higher risk of pneumonia after lung resection.

作者信息

Liu Gan-Wei, Sui Xi-Zhao, Wang Shao-Dong, Zhao Hui, Wang Jun

机构信息

Department of Thoracic Surgery, Center of Thoracic Mini-invasive Surgery, Peking University People's Hospital, Beijing 100044, China.

出版信息

J Thorac Dis. 2017 May;9(5):1289-1294. doi: 10.21037/jtd.2017.04.42.

DOI:10.21037/jtd.2017.04.42
PMID:28616280
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5465142/
Abstract

BACKGROUND

Pneumonia is considered as one of the most common and serious complications after lung resection. The purpose of this study was to identify the risk factors associated with postoperative pneumonia (POP) after lung resection and to develop a scoring system to stratify patients with increased risk of POP.

METHODS

A retrospective review of a prospective database of patients between September 2014 and June 2016 was carried out. Logistic regression analysis was used to examine the risk factors for POP. Bootstrap resampling analysis was used for internal validation. Regression coefficients were used to develop weighted risk scores for POP.

RESULTS

Results revealed that age ≥64 years, smoking (current or previous), high pathological stage, and extent of excision of more than one lobe as risk factors. Logistic regression analysis showed that the predictors of POP were as follows: age ≥64 years, smoking, extent of excision of more than one lobe. A weighted score based on these factors was developed which was follows: smoking (three points), age ≥64 years (four points), and extent of excision of more than one lobe (five points). POP score >5 points offered the best combination of sensitivity (64.7%) and specificity (83.3%), and an area under receiver operating characteristic (ROC) curve (AUC) of 0.830 [95% confidence interval (CI): 0.746-0.914].

CONCLUSIONS

Patients with older age, smoking and extent of excision of more than one lobe have a higher risk for pneumonia after lung cancer surgery. Also, the scoring system helps to guide decision making of POP risk reduction.

摘要

背景

肺炎被认为是肺切除术后最常见且严重的并发症之一。本研究的目的是确定肺切除术后与术后肺炎(POP)相关的危险因素,并开发一种评分系统,对POP风险增加的患者进行分层。

方法

对2014年9月至2016年6月期间患者的前瞻性数据库进行回顾性分析。采用逻辑回归分析来检查POP的危险因素。使用自助重采样分析进行内部验证。回归系数用于制定POP的加权风险评分。

结果

结果显示年龄≥64岁、吸烟(当前或既往)、高病理分期以及切除一个以上肺叶为危险因素。逻辑回归分析表明,POP的预测因素如下:年龄≥64岁、吸烟、切除一个以上肺叶。基于这些因素制定了加权评分如下:吸烟(3分)、年龄≥64岁(4分)、切除一个以上肺叶(5分)。POP评分>5分提供了最佳的敏感性(64.7%)和特异性(83.3%)组合,以及受试者工作特征(ROC)曲线下面积(AUC)为0.830 [95%置信区间(CI):0.746 - 0.914]。

结论

年龄较大、吸烟且切除一个以上肺叶的患者肺癌手术后发生肺炎的风险较高。此外,该评分系统有助于指导降低POP风险的决策制定。