3,154
Views
2
CrossRef citations to date
0
Altmetric
Research Paper

Gut Microbiome-Based Diagnostic Model to Predict Diabetes Mellitus

, , , , , & show all
Pages 12521-12534 | Received 18 Oct 2021, Accepted 18 Nov 2021, Published online: 19 Dec 2021

References

  • Representatives of the Global Familial Hypercholesterolemia Community, Wilemon KA, Patel J, Aguilar-Salinas C, et al. Reducing the clinical and public health burden of familial hypercholesterolemia: a global call to action. JAMA Cardiol. 2020;5(2):217–229.
  • Carstensen B, Rønn PF, Jørgensen ME. Components of diabetes prevalence in Denmark 1996-2016 and future trends until 2030. BMJ Open Diabetes Res Care. 2020 Aug;8(1):e001064.
  • Yang HT, Xiu WJ, Liu JK, et al. Gut microbiota characterization in patients with asymptomatic hyperuricemia: probiotics increased. Bioengineered. 2021;12(1):7263–7275.
  • Qin J, Li R, Raes J, et al. A human gut microbial gene catalogue established by metagenomic sequencing. Nature. 2010 Mar 4;464(7285):59–65.
  • Nicholson JK, Holmes E, Wilson ID. Gut microorganisms, mammalian metabolism and personalized health care. Nat Rev Microbiol. 2005 May;3(5):431–438.
  • Valle M, Mitchell PL, Pilon G, et al. Cholecalciferol supplementation does not prevent the development of metabolic syndrome or enhance the beneficial effects of omega-3 fatty acids in obese mice. J Nutr. 2021 May 11;151(5):1175–1189.
  • Yang Y, Yang C, Lei Z, et al. Cigarette smoking exposure breaks the homeostasis of cholesterol and bile acid metabolism and induces gut microbiota dysbiosis in mice with different diets. Toxicology. 2021 Feb 28;450:152678.
  • Ballway JW, Song BJ. Translational approaches with antioxidant phytochemicals against alcohol-mediated oxidative stress, gut dysbiosis, intestinal barrier dysfunction, and fatty liver disease. Antioxidants (Basel). 2021 Mar 4;10(3):384.
  • Stevens BR, Pepine CJ, Richards EM, et al. Depressive hypertension: a proposed human endotype of brain/gut microbiome dysbiosis. Am Heart J. 2021 Sep;239:27–37.
  • Yano Y, Niiranen TJ. Gut Microbiome over a Lifetime and the Association with Hypertension. Curr Hypertens Rep. 2021 Mar 8;23(3):15.
  • Minichino A, Jackson MA, Francesconi M, et al. Endocannabinoid system mediates the association between gut-microbial diversity and anhedonia/amotivation in a general population cohort. Mol Psychiatry. 2021 May 17. DOI:10.1038/s41380-021-01147-5.
  • He M, Tan CP, Xu YJ, et al. Gut microbiota-derived trimethylamine-N-oxide: a bridge between dietary fatty acid and cardiovascular disease? Food Res Int. 2020 Dec;138(Pt B):109812.
  • Zhang Z, Tian T, Chen Z, et al. Characteristics of the gut microbiome in patients with prediabetes and type 2 diabetes. PeerJ. 2021 Mar 24;9:e10952.
  • Wang L, Yu X, Xu X, et al. The fecal microbiota is already altered in normoglycemic individuals who go on to have type 2 diabetes. Front Cell Infect Microbiol. 2021 Feb 18;11:598672.
  • Costea PI, Zeller G, Sunagawa S, et al. Towards standards for human fecal sample processing in metagenomic studies. Nat Biotechnol. 2017 Nov;35(11):1069–1076.
  • Liu H, Chen X, Hu X, et al. Alterations in the gut microbiome and metabolism with coronary artery disease severity. Microbiome. 2019 Apr 26;7(1):68.
  • Li P, Yang S, Zhang X, et al. Zearalenone changes the diversity and composition of caecum microbiota in weaned rabbit. Biomed Res Int. 2018 Oct 8;2018:3623274.
  • Chao A, Shen TJ. Nonparametric prediction in species sampling. JABES. 2004;9:253–269.
  • Shannon P, Markiel A, Ozier O, et al. Cytoscape: a software environment for integrated models of biomolecular interaction networks. Genome Res. 2003 Nov;13(11):2498–2504.
  • Faith DP. Conservation evaluation and phylogenetic diversity. Biol Conserv. 1992;61(1):1–10.
  • Roger Bray J, Curtis JT. An ordination of the upland forest communities of Southern Wisconsin. Ecol Monogr. 1957;10(1):325–349.
  • Lozupone C, Knight R. UniFrac: a new phylogenetic method for comparing microbial communities. Appl Environ Microbiol. 2005 Dec;71(12):8228–8235.
  • Harakeh S, Angelakis E, Karamitros T, et al. Impact of smoking cessation, coffee and bread consumption on the intestinal microbial composition among Saudis: a cross-sectional study. PLoS One. 2020 Apr 29;15(4):e0230895.
  • Zheng YY, Wu TT, Liu ZQ, et al. Gut microbiome-based diagnostic model to predict coronary artery disease. J Agric Food Chem. 2020 Mar 18;68(11):3548–3557.
  • Chambers ES, Preston T, Frost G, et al. Role of Gut microbiota-generated short-chain fatty acids in metabolic and cardiovascular health. Curr Nutr Rep. 2018 Dec;7(4):198–206.
  • Mateo-Gallego R, Moreno-Indias I, Bea AM, et al. An alcohol-free beer enriched with isomaltulose and a resistant dextrin modulates gut microbiome in subjects with type 2 diabetes mellitus and overweight or obesity: a pilot study. Food Funct. 2021 Apr 21;12(8):3635–3646.
  • Pinna NK, Anjana RM, Saxena S, et al. Trans-ethnic gut microbial signatures of prediabetic subjects from India and Denmark. Genome Med. 2021 Mar 3;13(1):36.
  • Almugadam BS, Liu Y, Chen SM, et al. Alterations of gut microbiota in type 2 diabetes individuals and the confounding effect of antidiabetic agents. J Diabetes Res. 2020 Sep 28;2020:7253978.
  • Alvarez-Silva C, Kashani A, Hansen TH, et al. Trans-ethnic gut microbiota signatures of type 2 diabetes in Denmark and India. Genome Med. 2021 Mar 3;13(1):37.
  • Munukka E, Pekkala S, Wiklund P, et al. Gut-adipose tissue axis in hepatic fat accumulation in humans. J Hepatol. 2014 Jul;61(1):132–138.
  • Radwan S, Gilfillan D, Eklund B, et al. A comparative study of the gut microbiome in Egyptian patients with Type I and Type II diabetes. PLoS One. 2020 Sep 9;15(9):e0238764.
  • Park JU, Oh B, Lee JP, et al. Influence of microbiota on diabetic foot wound in comparison with adjacent normal skin based on the clinical features. Biomed Res Int. 2019 Aug;19(2019):7459236.
  • Breuninger TA, Wawro N, Breuninger J. Associations between habitual diet, metabolic disease, and the gut microbiota using latent Dirichlet allocation. Microbiome. 2021 Mar 16;9(1):61.
  • Liu H, Pan LL, Lv S, et al. Alterations of gut microbiota and blood lipidome in gestational diabetes mellitus with hyperlipidemia. Front Physiol. 2019 Aug;6(10):1015.
  • Moroti C, Souza Magri LF, de Rezende Costa M, et al. Effect of the consumption of a new symbiotic shake on glycemia and cholesterol levels in elderly people with type 2 diabetes mellitus. Lipids Health Dis. 2012 Feb 22;11:29.
  • Romão Da Silva LF, de Oliveira Y, de Souza EL, et al. Effects of probiotic therapy on cardio-metabolic parameters and autonomic modulation in hypertensive women: a randomized, triple-blind, placebo-controlled trial. Food Funct. 2020 Aug 19;11(8):7152–7163.