Clinical characteristics and risk factors associated with mortality in patients with severe community-acquired pneumonia and type 2 diabetes mellitus

医学 内科学 列线图 2型糖尿病 倾向得分匹配 重症监护室 糖尿病 肺炎 单变量分析 逻辑回归 多元分析 内分泌学
作者
Dong Huang,Dingxiu He,Linjing Gong,Wen Wang,Lei Yang,Qian Zhang,Yujun Shi,Zongan Liang
出处
期刊:Critical Care [BioMed Central]
卷期号:25 (1) 被引量:33
标识
DOI:10.1186/s13054-021-03841-w
摘要

The present study was performed to investigate the impacts of type 2 diabetes mellitus (T2DM) on severe community-acquired pneumonia (SCAP) and to develop a novel prediction model for mortality in SCAP patients with T2DM.This was a retrospective observational study conducted in consecutive adult patients with SCAP admitted to the intensive care unit (ICU) of West China Hospital, Sichuan University, China, between September 2011 and September 2019. The primary outcome was hospital mortality. A propensity score matching (PSM) analysis model with a 1:2 ratio was used for the comparisons of clinical characteristics and outcomes between T2DM and nondiabetic patients. The independent risk factors were identified via univariate and then multivariable logistic regression analysis and were then used to establish a nomogram.In total, 1262 SCAP patients with T2DM and 2524 matched patients without T2DM were included after PSM. Patients with T2DM had longer ICU length of stay (LOS) (13 vs. 12 days, P = 0.016) and higher 14-day mortality (15% vs. 10.8%, P < 0.001), 30-day mortality (25.7% vs. 22.7%, P = 0.046), ICU mortality (30.8% vs. 26.5%, P = 0.005), and hospital mortality (35.2% vs. 31.0%, P = 0.009) than those without T2DM. In SCAP patients with T2DM, the independent risk factors for hospital mortality were increased numbers of comorbidities and diabetes-related complications; elevated C-reactive protein (CRP), neutrophil to lymphocyte ratio (NLR), brain natriuretic peptide (BNP) and blood lactate; as well as decreased blood pressure on admission. The nomogram had a C index of 0.907 (95% CI: 0.888, 0.927) in the training set and 0.873 (95% CI: 0.836, 0.911) in the testing set, which was superior to the pneumonia severity index (PSI, AUC: 0.809, 95% CI: 0.785, 0.833). The calibration curve and decision curve analysis (DCA) also demonstrated its accuracy and applicability.SCAP patients with T2DM had worse clinical outcomes than nondiabetic patients. The nomogram has good predictive performance for hospital mortality and might be generally applied after more external validations.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
Jj完成签到,获得积分10
1秒前
整齐的惮完成签到 ,获得积分10
1秒前
phw1完成签到,获得积分10
1秒前
大大怪发布了新的文献求助10
1秒前
上官若男应助Atropa采纳,获得10
1秒前
嘉嘉完成签到,获得积分10
1秒前
冬瓜熊发布了新的文献求助10
1秒前
2秒前
嘚嘚发布了新的文献求助10
2秒前
2秒前
qiuxinhui应助研友_08ozgZ采纳,获得10
2秒前
2秒前
liu发布了新的文献求助10
3秒前
RJFENG完成签到,获得积分10
4秒前
FashionBoy应助gnr2000采纳,获得10
4秒前
苏silence发布了新的文献求助10
4秒前
kai_完成签到,获得积分10
5秒前
snowdrift完成签到,获得积分10
5秒前
valiant完成签到,获得积分10
5秒前
啦啦啦啦完成签到,获得积分10
5秒前
山山完成签到 ,获得积分10
6秒前
jodie0105完成签到,获得积分10
7秒前
星辰大海应助Silver采纳,获得10
7秒前
小二郎应助c445507405采纳,获得10
7秒前
老迟到的雪糕完成签到,获得积分10
8秒前
怕黑书翠完成签到,获得积分10
8秒前
8秒前
8秒前
英俊芷完成签到 ,获得积分10
8秒前
羽言完成签到,获得积分10
8秒前
盆栽完成签到,获得积分10
8秒前
xeauyca35完成签到,获得积分10
9秒前
mg完成签到,获得积分10
9秒前
pluto应助犹豫的觅云采纳,获得10
9秒前
Yen完成签到,获得积分10
9秒前
ye完成签到,获得积分10
9秒前
9秒前
方文浩关注了科研通微信公众号
10秒前
沉默的宛筠完成签到,获得积分10
10秒前
右右完成签到,获得积分10
11秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
‘Unruly’ Children: Historical Fieldnotes and Learning Morality in a Taiwan Village (New Departures in Anthropology) 400
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 330
Aktuelle Entwicklungen in der linguistischen Forschung 300
Current Perspectives on Generative SLA - Processing, Influence, and Interfaces 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3986586
求助须知:如何正确求助?哪些是违规求助? 3529069
关于积分的说明 11242999
捐赠科研通 3267514
什么是DOI,文献DOI怎么找? 1803784
邀请新用户注册赠送积分活动 881175
科研通“疑难数据库(出版商)”最低求助积分说明 808582