Tejesvi Mysore V, Tapiainen Terhi, Vänni Petri, Uhari Matti, Suokas Marko, Lantto Ulla, Koivunen Petri, Renko Marjo
Ecology and Genetics, Faculty of Science, University of Oulu, Oulu, Finland.
Biocenter Oulu, University of Oulu, Oulu, Finland.
Front Cell Infect Microbiol. 2021 Jan 27;10:616814. doi: 10.3389/fcimb.2020.616814. eCollection 2020.
Periodic fever, aphthous stomatitis, pharyngitis and adenitis syndrome (PFAPA) is the most common periodic fever syndrome in children with unknown etiology, effectively treated with tonsillectomy. Earlier we have shown that tonsil microbiome is different in patients with PFAPA as compared to that in controls. Recently, fungal microbiome, mycobiome, has been linked to the pathogenesis of inflammatory diseases. We now investigated the role of mycobiome of tonsils in PFAPA. Random forest classification, a machine learning approach, was used for the analysis of mycobiome data. We examined tonsils from 30 children with PFAPA and 22 control children undergoing tonsillectomy for non-infectious reasons. We identified 103 amplicon sequence variants, mainly from two fungal phyla, Ascomycota and Basidiomycota. The mean relative abundance of in the tonsil mycobiome was 11% (95% CI: 19 to 27%) in cases and 3.4 % (95% CI: -0.8% to 8%) in controls, p =0.104. Mycobiome data showed no statistical difference in differentiating between PFAPA cases and controls compared to a random chance classifier (area under the curve (AUC) = 0.47, SD = 0.05, p = 0.809). In conclusion, in this controlled study, tonsillar mycobiome in children with PFAPA syndrome did not differ from that of the controls.
周期性发热、阿弗他口炎、咽炎和腺炎综合征(PFAPA)是病因不明的儿童中最常见的周期性发热综合征,扁桃体切除术可有效治疗该综合征。我们之前已经表明,与对照组相比,PFAPA患者的扁桃体微生物群有所不同。最近,真菌微生物群,即真菌组,已被证明与炎症性疾病的发病机制有关。我们现在研究了扁桃体真菌组在PFAPA中的作用。采用随机森林分类法(一种机器学习方法)对真菌组数据进行分析。我们检查了30名PFAPA儿童和22名因非感染性原因接受扁桃体切除术的对照儿童的扁桃体。我们鉴定出103个扩增子序列变体,主要来自两个真菌门,子囊菌门和担子菌门。病例组扁桃体真菌组的平均相对丰度为11%(95%置信区间:19%至27%),对照组为3.4%(95%置信区间:-0.8%至8%),p = 0.104。与随机分类器相比,真菌组数据在区分PFAPA病例和对照组方面没有统计学差异(曲线下面积(AUC)= 0.47,标准差 = 0.05,p = 0.809)。总之,在这项对照研究中,PFAPA综合征儿童的扁桃体真菌组与对照组没有差异。