Freeman Katherine, Bonuck Karen
Department of Epidemiology and Population Health, Montefiore Medical Center/Albert Einstein College of Medicine, 111 East 210th Street, Bronx, NY 10467, United States.
Int J Pediatr Otorhinolaryngol. 2012 Jan;76(1):122-30. doi: 10.1016/j.ijporl.2011.10.019. Epub 2011 Nov 16.
The objective of this study was to characterize phenotypes of sleep disordered breathing (SDB) in early childhood that clinicians may find useful while monitoring symptom progression and associated SDB morbidity.
We performed a cluster analysis of SDB's primary symptoms: snoring, mouth-breathing, and apnea. Parents in the Avon Longitudinal Study of Parents and Children (ALSPAC) reported SDB symptoms by questionnaire for their child at 6, 18, 30, 42, 57, 69, and 81 months of age. Participants were those from the original cohort exclusive of children with congental or other medical conditions predisposing growth aberrations or respiratory problems (i.e. cleft palate, heart surgery and associated conditions, genetic syndromes-primarily Down's, cancer or kidney conditions, celiac disease, congenital adrenal hyperplasia), missing SDB measures for ≥ 2 timepoints, or missing birth length plus 2 subsequent height measures.
Five clusters emerged from 10,441 children and were characterized according to patterns of mean severity of SDB symptoms over time. "Normals" (50%) were asymptomatic throughout. The "late snores and mouth-breathing" cluster (20%) remained asymptomatic until 4 years old. The "early snores" (10%) and "early apnea" (10%) clusters had peak symptoms at 6 and 18 months, respectively. In "all SDB after infancy" (10%), symptoms peaked from 30 to 42 months and remained elevated. Exploratory analyses found that "early snores" were significantly shorter than "normals." Associations with tonsillectomies and wheezing frequency supported external validation.
Cluster analysis has elucidated the dynamic multi-symptom expression of SDB. The utility of cluster analysis will be evaluated in future analyses to predict growth, cognition and behavior outcomes.
本研究的目的是描述幼儿睡眠呼吸障碍(SDB)的表型,以便临床医生在监测症状进展和相关SDB发病率时能够加以利用。
我们对SDB的主要症状(打鼾、口呼吸和呼吸暂停)进行了聚类分析。雅芳亲子纵向研究(ALSPAC)中的家长通过问卷报告了孩子在6、18、30、42、57、69和81月龄时的SDB症状。参与者来自原始队列,但不包括患有先天性或其他易导致生长异常或呼吸问题(如腭裂、心脏手术及相关疾病、主要为唐氏综合征的遗传综合征、癌症或肾脏疾病、乳糜泻、先天性肾上腺皮质增生)的儿童,不包括缺失≥2个时间点SDB测量值的儿童,也不包括缺失出生身长及随后2次身高测量值的儿童。
从10441名儿童中分出了5个聚类,并根据SDB症状随时间的平均严重程度模式进行了特征描述。“正常组”(50%)在整个过程中均无症状。“晚期打鼾和口呼吸”聚类(20%)直到4岁时仍无症状。“早期打鼾”聚类(10%)和“早期呼吸暂停”聚类(10%)的症状分别在6个月和18个月时达到峰值。在“婴儿期后出现所有SDB症状”聚类(10%)中,症状在30至42个月时达到峰值并持续升高。探索性分析发现,“早期打鼾”组儿童明显比“正常组”儿童矮。与扁桃体切除术和喘息频率的关联支持了外部验证。
聚类分析阐明了SDB动态的多症状表现。聚类分析的效用将在未来分析中进行评估,以预测生长、认知和行为结果。