Prognostic factors for polyp recurrence in chronic rhinosinusitis with nasal polyps

医学 鼻息肉 慢性鼻-鼻窦炎 内科学 接收机工作特性 胃肠病学 生物标志物 曲线下面积 嗜酸性粒细胞 哮喘 生物化学 化学
作者
Junqin Bai,Julia Huang,Caroline P.E. Price,Jacob M. Schauer,Lydia Suh,Regan Harmon,David B. Conley,Kevin C. Welch,Robert C. Kern,Stephanie S. Smith,Anju T. Peters,Whitney W. Stevens,Atsushi Kato,Robert P. Schleimer,Bruce K. Tan
出处
期刊:The Journal of Allergy and Clinical Immunology [Elsevier BV]
卷期号:150 (2): 352-361.e7 被引量:83
标识
DOI:10.1016/j.jaci.2022.02.029
摘要

Background Chronic rhinosinusitis with nasal polyps is frequently managed with endoscopic sinus surgery (ESS). Prior studies describe individual clinical variables and eosinophil density measures as prognostic for polyp recurrence (PR). However, the relative prognostic significance of these have not been extensively investigated. Objectives We sought to evaluate the impact of PR on measures of disease severity post-ESS and quantify the prognostic value of various clinical variables and biomarkers. Methods Ninety-four patients with chronic rhinosinusitis with nasal polyps and prospectively biobanked polyp homogenates at the time of ESS were recruited 2 to 5 years post-ESS. Patients were evaluated with patient-reported outcome measures and endoscopic and radiographic scoring pre- and post-ESS. Biomarkers in polyp homogenates were measured with ELISA and Luminex. Relaxed least absolute shrinkage and selection operator regression optimized predictive clinical, biomarker, and combined models. Model performance was assessed using receiver-operating characteristic curve and random forest analysis. Results PR was found in 39.4% of patients, despite significant improvements in modified Lund-Mackay (MLM) radiographic and 22-item Sinonasal Outcomes Test scores (both P < .0001). PR was significantly associated with worse post-ESS MLM, modified Lund-Kennedy, and 22-item Sinonasal Outcomes Test scores. Relaxed least absolute shrinkage and selection operator identified 2 clinical predictors (area under the curve = 0.79) and 3 biomarkers (area under the curve = 0.78) that were prognostic for PR. When combined, the model incorporating these pre-ESS factors: MLM, asthma, eosinophil cationic protein, anti–double-stranded DNA IgG, and IL-5 improved PR predictive accuracy to area under the curve of 0.89. Random forest analysis identified and validated each of the 5 variables as the strongest predictors of PR. Conclusions PR had strong associations with patient-reported outcome measures, endoscopic and radiographic severity. A combined model comprised of eosinophil cationic protein, IL-5, pre-ESS MLM, asthma, and anti–double-stranded DNA IgG could accurately predict PR. Chronic rhinosinusitis with nasal polyps is frequently managed with endoscopic sinus surgery (ESS). Prior studies describe individual clinical variables and eosinophil density measures as prognostic for polyp recurrence (PR). However, the relative prognostic significance of these have not been extensively investigated. We sought to evaluate the impact of PR on measures of disease severity post-ESS and quantify the prognostic value of various clinical variables and biomarkers. Ninety-four patients with chronic rhinosinusitis with nasal polyps and prospectively biobanked polyp homogenates at the time of ESS were recruited 2 to 5 years post-ESS. Patients were evaluated with patient-reported outcome measures and endoscopic and radiographic scoring pre- and post-ESS. Biomarkers in polyp homogenates were measured with ELISA and Luminex. Relaxed least absolute shrinkage and selection operator regression optimized predictive clinical, biomarker, and combined models. Model performance was assessed using receiver-operating characteristic curve and random forest analysis. PR was found in 39.4% of patients, despite significant improvements in modified Lund-Mackay (MLM) radiographic and 22-item Sinonasal Outcomes Test scores (both P < .0001). PR was significantly associated with worse post-ESS MLM, modified Lund-Kennedy, and 22-item Sinonasal Outcomes Test scores. Relaxed least absolute shrinkage and selection operator identified 2 clinical predictors (area under the curve = 0.79) and 3 biomarkers (area under the curve = 0.78) that were prognostic for PR. When combined, the model incorporating these pre-ESS factors: MLM, asthma, eosinophil cationic protein, anti–double-stranded DNA IgG, and IL-5 improved PR predictive accuracy to area under the curve of 0.89. Random forest analysis identified and validated each of the 5 variables as the strongest predictors of PR. PR had strong associations with patient-reported outcome measures, endoscopic and radiographic severity. A combined model comprised of eosinophil cationic protein, IL-5, pre-ESS MLM, asthma, and anti–double-stranded DNA IgG could accurately predict PR.
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
gb发布了新的文献求助10
刚刚
caibi发布了新的文献求助10
刚刚
刚刚
1秒前
CC完成签到,获得积分10
1秒前
在水一方应助甜美的诗霜采纳,获得10
1秒前
2秒前
2秒前
共享精神应助yhw采纳,获得10
2秒前
JOY完成签到,获得积分10
2秒前
shd-fufa发布了新的文献求助10
2秒前
2秒前
anna1992发布了新的文献求助10
2秒前
nihao发布了新的文献求助10
3秒前
4秒前
4秒前
Owen应助贺朝采纳,获得10
4秒前
初景应助kevin采纳,获得20
4秒前
4秒前
学徒完成签到,获得积分10
4秒前
5秒前
5秒前
多情嫣然完成签到,获得积分10
5秒前
鸡腿大王发布了新的文献求助10
6秒前
田様应助summer采纳,获得10
6秒前
才思敏捷的橙子完成签到,获得积分10
6秒前
李健应助风清月明已深秋采纳,获得10
7秒前
7秒前
温酒完成签到,获得积分10
8秒前
8秒前
8秒前
RO完成签到,获得积分10
8秒前
lsw发布了新的文献求助10
8秒前
BEWATER发布了新的文献求助10
9秒前
丘比特应助朴素太阳采纳,获得10
9秒前
9秒前
大意的曼凝完成签到,获得积分20
9秒前
9秒前
Wmy发布了新的文献求助20
9秒前
麻烦发布了新的文献求助10
9秒前
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
Principles of town planning: translating concepts to applications 1000
内視鏡的に摘除しえた十二指腸乳頭部腫瘍の2例 660
Management and the Arts 510
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Positive Obsession: The Life and Times of Octavia E. Butler 500
Surgical Ergonomic Pilot Study Using a Posture Biofeedback Device in Rhinology: A MultiPhase Quality Improvement Study 400
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 7691320
求助须知:如何正确求助?哪些是违规求助? 9253046
关于积分的说明 19979801
捐赠科研通 7264138
什么是DOI,文献DOI怎么找? 3290959
关于科研通互助平台的介绍 2447281
邀请新用户注册赠送积分活动 2296054