Respiratory Papillomatosis Program, Allegheny Health Network, Pittsburgh, Pennsylvania, United States of America.
Drexel University College of Medicine, Philadelphia, Pennsylvania, United States of America.
PLoS One. 2019 Jun 13;14(6):e0216697. doi: 10.1371/journal.pone.0216697. eCollection 2019.
Recurrent Respiratory Papillomatosis (RRP) is a rare disease characterized by the growth of papillomas in the airway and especially the larynx. The clinical course is highly variable among individuals and there is poor understanding of the factors that drive an aggressive vs an indolent course.
A convenience cohort of 339 affected subjects with papillomas positive for only HPV6 or HPV11 and clinical course data available for 1 year or more, from a large multicenter international study were included. Exploratory data analysis was conducted followed by inferential analyses with frequentist and Bayesian statistics.
We examined 339 subjects: 82% were diagnosed prior to the age of 18 years, 65% were infected with HPV6, and 69% had an aggressive clinical course. When comparing age at diagnosis with clinical course, the probability of aggressiveness is high for children under five years of age then drops rapidly. For patients diagnosed after the age of 10 years, an indolent course is more common. After accounting for confounding between HPV11 and young age, HPV type was minimally associated with aggressiveness. Fast and Frugal Trees (FFTs) were utilized to determine which algorithms yield the highest accuracy to classify patients as having an indolent or aggressive clinical course and consistently created a branch for diagnostic age at ~5 years old. There was no reliable strong association between clinical course and socioeconomic or parental factors.
In the largest cohort of its type, we have identified a critical age at diagnosis which demarcates a more aggressive from less aggressive clinical course.
复发性呼吸道乳头瘤病(RRP)是一种罕见疾病,其特征是气道,特别是喉部生长乳头瘤。个体之间的临床病程差异很大,对于导致侵袭性与惰性病程的因素知之甚少。
本研究纳入了一项来自大型多中心国际研究的便利队列,该队列共纳入 339 例仅 HPV6 或 HPV11 阳性且临床病程数据超过 1 年的乳头状瘤患者。进行了探索性数据分析,然后使用频率论和贝叶斯统计学进行了推论分析。
我们共检查了 339 例患者:82%的患者在 18 岁之前被诊断,65%的患者感染 HPV6,69%的患者具有侵袭性临床病程。比较诊断年龄与临床病程,5 岁以下儿童的侵袭性概率较高,然后迅速下降。对于 10 岁以后被诊断的患者,惰性病程更为常见。在考虑到 HPV11 和年龄较小之间的混杂因素后,HPV 类型与侵袭性的相关性最小。快速而简约决策树(FFTs)用于确定哪些算法能够最高地准确分类患者的惰性或侵袭性临床病程,并且一致地创建了一个用于诊断年龄的分支,约为 5 岁。临床病程与社会经济或父母因素之间没有可靠的强关联。
在同类最大队列中,我们已经确定了一个关键的诊断年龄,该年龄可以区分更具侵袭性和更不具侵袭性的临床病程。