首页|基于组织炎症标志物和组织重塑因子的慢性鼻窦炎内型分型地域差异性研究

基于组织炎症标志物和组织重塑因子的慢性鼻窦炎内型分型地域差异性研究

Regional differences of chronic rhinosinusitis endotypes based on tissue inflammatory and remodeling biomarkers

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目的 建立华南地区慢性鼻窦炎(CRS)内型分型模型,并与其他地区内型特征进行比较.方法 回顾性分析2019年10月至2022年6月就诊于中山大学附属第一医院的181例CRS患者的临床和随访信息(包括人口学资料、术前症状评分、鼻内镜资料、鼻窦影像学评分、血清学特征等19项临床数据),其中男性123例、女性58例,平均年龄40岁,并收集患者黏膜组织匀浆的52项生物标志物(如细胞因子、趋化因子和重塑因子等)检测数据.对训练集的生物标志物数据进行聚类分析,并对所得到的各内型分型的炎症特征、术后短期与长期控制情况、气道合并症发病率等结局变量进行分析.通过R软件(版本4.2.2)进行统计学分析.结果 聚类分析将181例CRS患者划分为4个分型.分型1(101例,55.80%)为局部低炎症水平型,分型2(23例,12.71%)为中性粒细胞性炎症为主的混合型炎症伴显著组织重塑型,分型3(11例,6.08%)为Ⅱ型炎症为主不伴显著组织重塑型,分型4(46例,25.41%)为Ⅱ型炎症为主伴显著组织重塑型.相较其他3型,分型4的哮喘和变应性鼻炎共病率高,症状更重,嗅觉减退更明显,CT与内镜评分结果提示鼻腔鼻窦整体炎症更广泛,外周血嗜酸粒细胞总数和比例显著升高,且术后1年的未控制率最高.相较其他地域,华南地区的CRS内型分型表现为局部低炎症型模式为主、Ⅱ型炎症型模式处于中等水平、中性粒细胞型炎症较少的特点.结论 华南地区CRS主要表现为局部低炎症型和Ⅱ型炎症伴显著组织重塑的内型特征,后者整体临床症状较严重,且术后控制情况较差.
Objective To analyze the characteristics of patients with chronic rhinosinusitis(CRS)in the South China region based on pathological tissue biomarkers for regional comparison.Methods The study population consisted of CRS in-patients in the First Affiliated Hospital of Sun Yat-sen University from October 2019 to June 2022.Among all the 181 cases,123 of them were male and 58 were female,with an average age of 40.Retrospectively collected clinical data included demographic information,preoperative symptom scores,preoperative endoscopic images,preoperative paranasal sinus computed tomography scanning images,and inflammatory serological features.In addition,52 variables of pathological tissue biomarkers including cytokines,chemokines and remodeling factors were collected for analysis.Cluster analysis was performed on the integrated data of training set through centroid-based clustering algorithm,and the inflammatory characteristics,post-operation control status,and airway diseases comorbidity of each endotype were analyzed.R project(version 4.2.2)was used in statistical analysis.Results Cluster analysis divided 181 patients with CRS into 4 endotypes.Cluster 1(n=101,55.80%)showed a locally low inflammatory status.Cluster 2(n=23,12.71%)showed a mixed type of inflammation with predominantly neutrophilic inflammation and tissue remodeling.Cluster 3(n=11,6.08%)was characterized by type Ⅱ inflammation without tissue remodeling.Cluster 4(n=46,25.41%)was mainly characterized by type Ⅱ inflammation with tissue remodeling,showing higher comorbidity rate of asthma and allergic rhinitis.This cluster presented more severe symptoms,significant olfactory dysfunction,extensive overall inflammation based on objective examination results,a notable increase in total eosinophil count and proportion in peripheral blood,and the highest uncontrolled rate observed one year post-surgery.In comparison to other regions,the endotype classification of CRS in Southern China was characterized by a predominant pattern of locally low inflammatory status,a moderate level of type Ⅱ inflammation with tissue remodeling,and a lesser presence of neutrophilic inflammation.Conclusion CRS distribution in Southern China is mainly characterized by low inflammatory endotype and type Ⅱ inflammation with tissue remodeling.The latter shows more severe clinical manifestations and higher uncontrol rate after surgery.

SinusitisEndotypeMachine learning

梁译文、卢通、李正崎、李彬、韦屹、黄文好、刘少玲、张楠、文卫平、李春炜、李健

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中山大学附属第一医院耳鼻咽喉科,广州 510080

中山大学附属第一医院临床研究中心,广州 510080

中山大学附属第六医院耳鼻咽喉头颈外科,广州 510655

中山大学附属第一医院广西医院耳鼻咽喉头颈外科,南宁 530022

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鼻窦炎 内型 机器学习

2024

中华耳鼻咽喉头颈外科杂志
中华医学会

中华耳鼻咽喉头颈外科杂志

CSTPCD北大核心
影响因子:1.727
ISSN:1673-0860
年,卷(期):2024.59(6)