清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Development and validation of a nomogram for predicting hemoptysis recurrence in cystic bronchiectasis patients following bronchial artery embolization

支气管动脉 列线图 支气管扩张 医学 放射科 栓塞 内科学
作者
Yuxin Duan,Weifan Sui,Zhiwei Cai,Yue Xia,Jianyun Li,Jian Fu
出处
期刊:Frontiers in Medicine [Frontiers Media]
卷期号:12
标识
DOI:10.3389/fmed.2025.1582008
摘要

Hemoptysis is a life-threatening manifestation frequently observed in patients with cystic bronchiectasis (CB), a radiologically defined subtype of bronchiectasis. Bronchial artery embolization (BAE) is widely employed as an effective interventional therapy for controlling hemoptysis. Despite its clinical utility, the risk of recurrence remains high, particularly in patients with CB. Currently, no reliable predictive model specifically targeting CB-related hemoptysis recurrence following BAE has been established, highlighting the need for a tailored prognostic tool in this population. This study aimed to develop and validate a model to predict the recurrence of hemoptysis in CB patients following BAE, enabling individualized clinical management and prevention strategies. A retrospective study was conducted on 111 CB patients who underwent BAE between January 2015 and June 2020. Clinical, radiological, and laboratory data were collected for analysis. Least absolute shrinkage and selection operator (LASSO) regression was applied to identify relevant predictive variables, followed by multivariable Cox proportional hazards regression to determine independent prognostic factors. Based on these predictors, a nomogram was constructed. Its performance was assessed using the concordance index (C-index), receiver operating characteristic (ROC) curves, area under the curve (AUC), calibration plots, and decision curve analysis (DCA). Five independent predictors were identified: history of hemoptysis (HR = 3.42, 95% CI: 1.64-7.12, p = 0.001), diabetes (HR = 15.0, 95% CI: 4.69-48.1, p < 0.001), pleural thickening (HR = 3.78, 95% CI: 1.07-13.4, p = 0.039), prolonged hospitalization (HR = 1.99, 95% CI: 1.08-3.67, p = 0.028), and positive sputum culture (HR = 2.29, 95% CI: 1.26-4.19, p = 0.007). The nomogram showed good discriminatory ability, with AUCs of 0.778, 0.797, and 0.829 at 1-, 2-, and 3-year follow-ups, respectively. The integrated Brier score was 0.147, reflecting good overall accuracy. Time-dependent AUC and C-index curves further confirmed the model's prognostic robustness. Calibration plots demonstrated close agreement between predicted and observed recurrence, and decision curve analysis indicated favorable clinical utility. Recurrence-free time was significantly shorter in the high-risk group (p < 0.0001). The nomogram is a reliable tool for predicting hemoptysis recurrence in CB patients after BAE. It facilitates early identification of high-risk patients, enabling timely, targeted interventions and improved outcomes.
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
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
Ronalsen完成签到 ,获得积分10
4秒前
文艺夜白完成签到,获得积分10
21秒前
43秒前
紫熊完成签到,获得积分10
45秒前
yuntong完成签到 ,获得积分10
47秒前
alandan发布了新的文献求助10
49秒前
耍酷平凡完成签到,获得积分10
53秒前
在水一方应助alandan采纳,获得10
1分钟前
柒柒球完成签到 ,获得积分10
1分钟前
辛勤幻竹完成签到,获得积分10
1分钟前
水中央完成签到 ,获得积分10
1分钟前
爱沉淀的太阳花完成签到,获得积分10
1分钟前
小蘑菇应助江小霜采纳,获得10
1分钟前
1分钟前
1分钟前
ping发布了新的文献求助10
1分钟前
zl完成签到,获得积分10
1分钟前
噜噜晓完成签到 ,获得积分10
1分钟前
情怀应助zl采纳,获得10
1分钟前
江小霜发布了新的文献求助10
1分钟前
种下梧桐树完成签到 ,获得积分10
1分钟前
孤独剑完成签到 ,获得积分10
1分钟前
蜡笔完成签到 ,获得积分10
1分钟前
Di完成签到 ,获得积分10
1分钟前
善良士晋完成签到,获得积分10
2分钟前
朱晖完成签到 ,获得积分10
2分钟前
Tong完成签到,获得积分0
2分钟前
喻初原完成签到 ,获得积分10
3分钟前
shilly完成签到 ,获得积分10
3分钟前
失眠雪柳完成签到,获得积分10
3分钟前
宇宙超级无敌小毛驴完成签到 ,获得积分10
3分钟前
一百分应助科研通管家采纳,获得10
3分钟前
一百分应助科研通管家采纳,获得10
3分钟前
limengyao完成签到,获得积分20
3分钟前
深情安青应助牛来采纳,获得30
3分钟前
v0id应助limengyao采纳,获得10
3分钟前
牛来给牛来的求助进行了留言
3分钟前
wood完成签到,获得积分10
3分钟前
metoo完成签到,获得积分10
3分钟前
智者雨人完成签到 ,获得积分10
3分钟前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Essentials of Carbohydrate Chemistry and Biochemistry, 4th Edition 800
Navigating Normative Orders. Interdisciplinary Perspectives 800
1 Peter and Christ's Descent to the Dead in Its Early Christian Reception 700
Organizational Behavior 510
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7749930
求助须知:如何正确求助?哪些是违规求助? 9297581
关于积分的说明 20240933
捐赠科研通 7331351
什么是DOI,文献DOI怎么找? 3309429
关于科研通互助平台的介绍 2461059
邀请新用户注册赠送积分活动 2321786