Citterio Filippo, Romano Federica, Meoni Gaia, Iaderosa Giovanni, Grossi Silvia, Sobrero Alberto, Dego Francesca, Corana Matteo, Berta Giovanni Nicolao, Tenori Leonardo, Aimetti Mario
Department of Surgical Sciences, C.I.R. Dental School, Section of Periodontology, University of Turin, 10126 Turin, Italy.
Giotto Biotech S.R.L., Via Madonna del Piano, 6, 50019 Sesto F.no, Florence, Italy.
J Clin Med. 2020 Dec 8;9(12):3977. doi: 10.3390/jcm9123977.
Pattern analysis of the salivary metabolic profile has been proven accurate in discriminating between generalized periodontitis (GP) patients and healthy individuals (HI), as this disease modifies the salivary concentrations of specific metabolites. Due to the scarcity of data from previous studies, this study aimed to evaluate if non-surgical periodontal therapy (NST) could affect the metabolomic profile in GP patients' saliva and if it compares to that of HI. Unstimulated salivary samples were collected from 11 HI and 12 GP patients before and 3 months after NST. Nuclear Magnetic Resonance (NMR) spectroscopy, followed by a supervised multivariate statistical approach on entire saliva spectra and partial least square (PLS) discriminant analysis, were performed to obtain metabolic profiles. In the GP group, periodontal treatment improved all clinical parameters, but not all the diseased sites were eradicated. PLS revealed an accuracy of 100% in distinguishing between metabolic profiles of GP patients before and after NST. Orthogonal projection to latent structure was able to discriminate between the three groups of subjects with an accuracy of 85.6%. However, the post-NST metabolic profile of GP patients could not be completely assimilated to that of HI. Although NST may produce significant changes in the metabolic profile, GP patients maintained a distinctive fingerprint compared to HI.
唾液代谢谱的模式分析已被证明在区分广泛性牙周炎(GP)患者和健康个体(HI)方面是准确的,因为这种疾病会改变特定代谢物的唾液浓度。由于先前研究的数据稀缺,本研究旨在评估非手术牙周治疗(NST)是否会影响GP患者唾液中的代谢组学特征,以及它与HI的代谢组学特征相比如何。在NST前和NST后3个月,从11名HI和12名GP患者中收集非刺激性唾液样本。采用核磁共振(NMR)光谱法,随后对整个唾液光谱进行监督多元统计分析和偏最小二乘(PLS)判别分析,以获得代谢谱。在GP组中,牙周治疗改善了所有临床参数,但并非所有患病部位都被根除。PLS显示在区分GP患者NST前后的代谢谱方面准确率为100%。正交投影到潜在结构能够以85.6%的准确率区分三组受试者。然而,GP患者NST后的代谢谱不能完全等同于HI的代谢谱。尽管NST可能会使代谢谱产生显著变化,但与HI相比,GP患者仍保持独特的特征。