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首页> 外文期刊>Italian journal of pediatrics >Identification of bronchiolitis profiles in Italian children through the application of latent class analysis
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Identification of bronchiolitis profiles in Italian children through the application of latent class analysis

机译:通过应用潜在阶级分析鉴定意大利儿童的支气管炎曲线

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Bronchiolitis is the primary infection of the lower respiratory tract in children under 2 years of age. Although it is generally considered a single nosological entity, recent studies suggested remarkable clinical heterogeneity. To date, no studies have identified classes of children with bronchiolitis within the Italian population. This study aimed to identify discrete profiles of Italian children hospitalized with bronchiolitis using a clustering approach and to compare findings with those obtained in international cohorts. This was a retrospective single-centre study conducted on children aged ≤2?years hospitalised with bronchiolitis (n?=?401) at the Department of Infectious Diseases and the University Department of General Pediatrics in “Giovanni Di Cristina” Pediatric Hospital of Palermo, Italy, between November 2012 and May 2019. Bronchiolitis profiles were determined by latent class analysis, classifying children based on clinical characteristics at admission and viral aetiology. Three profiles were identified. Class 1 (49%) was composed of 45% male children; all children were aged ≤6?months at hospitalization; 77% were infected with RSV; 100% had respiratory distress, 11% had apnea and none had cough. Class 2 (77%) was mainly composed of male subjects (51%); 19% were aged ?6?months at admission; 37% were infected with RSV; 12% had respiratory distress, 5% had apnea and 90% had cough. Class 3 (19%) included the largest proportion of male subjects (94%) and was mostly composed of children aged ?6?months at the time of admission (68%); 70% had cough, 12% showed respiratory distress and none presented with apnoea. Children in Class 1 were more frequently born near the epidemic season (p?=?0.028); breastfeeding duration was significantly longer for children in Class 3 (p?=?0.004). The study identified distinct clinical profiles of bronchiolitis by a clustering approach in a single-centre study of children hospitalised for bronchiolitis in Italy. The three bronchiolitis profiles share some similarities with those identified in international studies using the same statistical approach. These findings may help to increase the understanding of the phenotypic variability that typically characterizes bronchiolitis, with relevant implications for future research.
机译:支气管炎是2岁以下儿童下呼吸道的主要感染。虽然它通常被认为是单一的姿态实体,但最近的研究表明了显着的临床异质性。迄今为止,没有研究在意大利人口中发现了患有支气管炎的儿童的课程。本研究旨在使用聚类方法识别与支气管炎住院的意大利儿童的离散谱,并与国际队列中获得的结果进行比较。这是对≤2岁儿童的回顾性单中心研究,在感染性疾病和“Giovanni di Cristina”Palermo儿科医院的“Giovanni di Cristina”的“Giovanni di Cristina”小儿科医院,意大利,2012年11月至2019年5月。支气管炎轮廓由潜在阶级分析确定,基于入院和病毒性疾病的临床特征进行分类儿童。鉴定了三种档案。 1级(49%)由45%的男性儿童组成;所有孩子均在住院期间≤6岁; 77%的人感染了RSV; 100%的呼吸窘迫患有呼吸窘迫,11%的呼吸暂停,没有咳嗽。 2级(77%)主要由男性受试者(51%)组成; 19%年龄龄1岁> 6个月,入场费6个月; 37%的人感染了RSV; 12%的呼吸窘迫患有呼吸窘迫,5%的呼吸暂停和90%咳嗽。 3级(19%)包括最大的男性受试者比例(94%),大多由年龄> 6?6?68%的儿童组成(68%); 70%的人咳嗽,12%显示呼吸窘迫,没有呼吸暂停呈现。 1级儿童更频繁出生在疫情附近(P?= 0.028); 3级儿童的母乳喂养时间明显更长(P?= 0.004)。该研究通过聚类方法在意大利住院支气管炎儿童的单一中心研究中确定了支气管炎的明显临床曲线。三个支气管炎曲线与使用相同统计方法的国际研究中确定的那些相似之处。这些发现可能有助于增加对通常表征支气管炎的表型变异性的理解,具有对未来研究的相关意义。

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