Agrawal Nitin, Fontana Federico, Tarracchini Chiara, Lommi Sohvi, Ventura Marco, Milani Christian, Viljakainen Heli
Department of Public Health, Folkhälsan Research Center, Fin-HIT Research Group, Helsinki, Finland.
Faculty of Medicine, University of Helsinki, Helsinki, Finland.
Front Microbiol. 2024 Jan 8;14:1323346. doi: 10.3389/fmicb.2023.1323346. eCollection 2023.
Variation in diversity and composition of saliva microbiota has been linked to weight status, but findings have been inconsistent. Focusing on clinically relevant conditions such as central obesity and using advanced sequencing techniques might fill in the gaps of knowledge.
We investigated saliva microbiota with shallow metagenome sequencing in children with ( = 14) and without ( = 36) central obesity. Additionally, we examined the role of habitual food consumption on microbial enzymatic repertoire.
Data comprised 50 children (50% male) with a mean age of 14.2 (SD 0.3) years, selected from the Finnish Health in Teens (Fin-HIT) cohort. Dietary scores for consumption frequency of sweet treats (STI), dairy products (DCI) and plants (PCI) were derived based on a self-administered food frequency questionnaire. Central obesity was defined based on waist-height ratio using the cut-off 0.5. Saliva samples were subjected to whole-metagenome shotgun sequencing, and taxonomic and functional profiling was achieved with METAnnotatorX2 bioinformatics platform.
Groups had an average 20 (95% CI 14-27) cm difference in waist circumference. We identified the lack of and and as putative biomarkers associated with central obesity and observed a total of 16 enzymatic reactions differing between the groups. DCI was associated with the highest number of enzyme profiles (122), followed by STI (60) and DCI (25) (Pearson correlation < 0.05). Intriguingly, STI showed a high positive/negative correlation ratio (5.09), while DCI and PCI showed low ratios (0.54 and 0.33, respectively). Thus, the main driver of enzymatic reactions was STI, and the related pathways involved nitrate metabolism induced by and among others.
Clinically relevant differences in central obesity were only modestly reflected in the composition of saliva microbiota. Habitual consumption of sweet treats was a strong determinant of enzymatic reactions of saliva microbiota in children with and without central obesity. The clinical relevance of these findings warrants further studies.
唾液微生物群的多样性和组成变化与体重状况有关,但研究结果并不一致。关注如中心性肥胖等临床相关情况并使用先进的测序技术可能会填补知识空白。
我们采用浅层宏基因组测序技术对有(n = 14)和无(n = 36)中心性肥胖的儿童的唾液微生物群进行了研究。此外,我们还研究了习惯性食物消费对微生物酶谱的作用。
数据来自芬兰青少年健康(Fin-HIT)队列中选取的50名儿童(50%为男性),平均年龄14.2(标准差0.3)岁。根据自行填写的食物频率问卷得出甜食(STI)、乳制品(DCI)和植物性食物(PCI)消费频率的饮食评分。中心性肥胖根据腰高比,以0.5为界值来定义。对唾液样本进行全宏基因组鸟枪法测序,并使用METAnnotatorX2生物信息学平台进行分类和功能分析。
两组腰围平均相差20(95%置信区间14 - 27)厘米。我们确定缺乏 和 以及 为与中心性肥胖相关的假定生物标志物,并观察到两组之间共有16种酶促反应存在差异。DCI与酶谱数量最多相关(122种),其次是STI(60种)和PCI(25种)(皮尔逊相关性<0.05)。有趣的是,STI显示出较高的正/负相关比率(5.09),而DCI和PCI显示出较低的比率(分别为0.54和0.33)。因此,酶促反应的主要驱动因素是STI,相关途径包括 和 等诱导的硝酸盐代谢。
中心性肥胖的临床相关差异在唾液微生物群组成中仅得到适度反映。习惯性食用甜食是有和无中心性肥胖儿童唾液微生物群酶促反应强有力的决定因素。这些发现的临床相关性值得进一步研究。