Basic research

Correlation analysis of salivary microbiome and host blood lipid levels

  • Fen ZHAO ,
  • Qiao-qiao JIN ,
  • Ke-yong YUAN ,
  • Xiu-xiu HOU ,
  • Zheng-wei HUANG ,
  • Rui MA
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  • 1.Department of Endodontics, Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine; National Clinical Research Center for Oral Diseases; Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, Shanghai 200011, China
    2.Pudong Branch of Shanghai Ninth People's Hospital, College of Stomatology, Shanghai Jiao Tong University School of Medicine, Shanghai 200125, China

Received date: 2020-07-05

  Online published: 2021-05-14

Supported by

National Natural Science Foundation of China(81570964)

Abstract

Objective

·To analyze the correlation between salivary microbiome and host blood lipid levels.

Methods

·Samples of saliva from 114 volunteers aged 45?60 years were collected to extract total DNA, and then 16S rDNA V3?V4 region was amplified with polymerase chain reaction. After the amplified products were sequenced via Illumina MiSeq PE300 platform,the obtained sequences were subjected to operational taxonomic units (OTUs) clustering and species annotation.The Spearman correlation analysis was also carried out to find the correlations between the top 50 abundant genera in the salivary microbiome and host blood lipid levels, P<0.05 was considered as statistically significant difference.

Results

·The saliva samples of 114 volunteers were sequenced with an average sequence number of 41 084±4 740, and the number of OTUs obtained by clustering was 1 153, annotated to 23 phyla, 43 classes, 89 orders, 147 families and 317 genera. Species clustering heat map of 114 samples suggested that salivary microbiome has similar abundance patterns of species composition in the population.Spearman correlation analysis showed that among triacylglycerol (TAG) the top 50 abundant genera in the salivary microbiome, Neisseria spp. were negatively correlated with the host serum total cholesterol (TCH), and low density lipoprotein cholesterol level (LDL-Ch); Gemella spp. are positively correlated with Host serum TCH and LDL-Ch; high-density lipoprotein cholesterol presents negative correlation with Comamonas spp., Filifactor spp. and Parvimonas spp.

Conclusions

·The composition structure of salivary microbiota in the population is quite stable and is related to the levels of host blood lipids. It is promising to further explore salivary microbiota as early warning indicators of individual lipid metabolism abnormalities.

Cite this article

Fen ZHAO , Qiao-qiao JIN , Ke-yong YUAN , Xiu-xiu HOU , Zheng-wei HUANG , Rui MA . Correlation analysis of salivary microbiome and host blood lipid levels[J]. Journal of Shanghai Jiao Tong University (Medical Science), 2021 , 41(4) : 442 -447 . DOI: 10.3969/j.issn.1674-8115.2021.04.005

References

1 Bjornstad P, Eckel RH. Pathogenesis of lipid disorders in insulin resistance: a brief review[J]. Curr Diab Rep, 2018, 18(12): 127.
2 Kopin L, Lowenstein C. Dyslipidemia[J]. Ann Intern Med,2017, 167(11):81-96.
3 Jaramillo A, Lafaurie GI, Millán LV, et al. Association between periodontal disease and plasma levels of cholesterol and triglycerides[J]. Colomb Med (Cali), 2013, 44(2): 80-86.
4 Segata N, Haake SK, Mannon P, et al. Composition of the adult digestive tract bacterial microbiome based on seven mouth surfaces, tonsils, throat and stool samples[J]. Genome Biol, 2012, 13(6): R42.
5 Wang J, Jia Z, Zhang B, et al. Tracing the accumulation of in vivo human oral microbiota elucidates microbial community dynamics at the gateway to the GI tract[J]. Gut, 2020, 69(7): 1355-1356.
6 Kodukula K, Faller DV, Harpp DN, et al. Gut microbiota and salivary diagnostics: the mouth is salivating to tell us something[J]. Biores Open Access, 2017, 6(1): 123-132.
7 Navazesh M. Methods for collecting saliva [J]. Ann N Y Acad Sci. 1993, 694:72-77.
8 Integrative HMP (iHMP) Research Network Consortium. The Integrative Human Microbiome Project [J]. Nature,2019,569(7758):641-648.
9 Dominguez-Bello MG, Godoy-Vitorino F, Knight R, et al. Role of the microbiome in human development[J]. Gut, 2019, 68(6): 1108-1114.
10 Gao L, Xu T, Huang G, et al. Oral microbiomes: more and more importance in oral cavity and whole body[J]. Protein Cell, 2018, 9(5): 488-500.
11 Arimatsu K, Yamada H, Miyazawa H, et al. Oral pathobiont induces systemic inflammation and metabolic changes associated with alteration of gut microbiota[J]. Sci Rep, 2014, 4: 4828.
12 Li B, Ge Y, Cheng L, et al. Oral bacteria colonize and compete with gut microbiota in gnotobiotic mice[J]. Int J Oral Sci, 2019, 11(1): 10.
13 Zhang X, Zhang D, Jia H, et al. The oral and gut microbiomes are perturbed in rheumatoid arthritis and partly normalized after treatment[J]. Nat Med, 2015, 21(8): 895-905.
14 Sabharwal A, Ganley K, Miecznikowski JC, et al. The salivary microbiome of diabetic and non-diabetic adults with periodontal disease[J]. J Periodontol, 2019, 90(1): 26-34.
15 Troisi J, Belmonte F, Bisogno A, et al. Metabolomic salivary signature of pediatric obesity related liver disease and metabolic syndrome[J]. Nutrients,2019,11(2):274.
16 吴宇佳, 迟晓培, 陈峰, 等. 肥胖者唾液微生物宏基因组学特点[J]. 北京大学学报(医学版), 2018, 50(1): 5-12.
17 Zaura E, Keijser BJ, Huse SM, et al. Defining the healthy "core microbiome" of oral microbial communities[J]. BMC Microbiol, 2009, 9: 259.
18 Hu YJ, Shao ZY, Wang Q, et al. Exploring the dynamic core microbiome of plaque microbiota during head-and-neck radiotherapy using pyrosequencing[J]. PLoS One, 2013, 8(2): e56343.
19 Kalita S, Khandelwal S, Madan J, et al. Almonds and cardiovascular health: areview[J]. Nutrients,2018,10(4):468.
20 Hintao J, Teanpaisan R, Chongsuvivatwong V, et al. The microbiological profiles of saliva, supragingival and subgingival plaque and dental caries in adults with and without type 2 diabetes mellitus[J]. Oral Microbiol Immunol, 2007, 22(3): 175-181.
21 Meuric V, Le Gall-David S, Boyer E, et al. Signature of microbial dysbiosis in periodontitis[J]. Appl Environ Microbiol, 2017,83(14):e00462-17.
22 Shinha T. Endocarditis due to Gemellamorbillorum[J]. Intern Med,2017,56(13):1751.
23 Wang X, Zhao Z, Tang N, et al. Microbial community analysis of saliva and biopsies in patients with oral lichen planus[J]. Front Microbiol, 2020, 11: 629.
24 Rengarajan S, Vivio EE, Parkes M, et al. Dynamic immunoglobulin responses to gut bacteria during inflammatory bowel disease[J]. Gut Microbes, 2020, 11(3): 405-420.
25 Cao Y, Qiao M, Tian Z, et al. Comparative analyses of subgingival microbiome in chronic periodontitis patients with and without IgA nephropathy by high throughput 16S rRNA sequencing[J]. Cell PhysiolBiochem, 2018, 47(2): 774-783.
26 Kwong TNY, Wang X, Nakatsu G, et al. Association between bacteremia from specific microbes and subsequent diagnosis of colorectal cancer[J]. Gastroenterology, 2018, 155(2): 383-390.e8.
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