Global status and trends of metabolomics in diabetes: A literature visualization knowledge graph study

Table 3 Top 10 references in the correlation between metabolomics and diabetes mellitus

Rank	Ref.	Title	Journal	Source (IF)	Citation	DOI
1	Wang et al[12]	Metabolite profiles and the risk of developing diabetes	Nature medicine	82.9	523	10.1038/NM.2307
2	Newgard et al[13]	A branched-chain amino acid-related metabolic signature that differentiates obese and lean humans and contributes to insulin resistance	Cell Metabolism	29	382	10.1016/J.CMET.2009.02.002
3	Floegel et al[14]	Identification of serum metabolites associated with risk of type 2 diabetes using a targeted metabolomic approach	Diabetes	7.7	275	10.2337/DB12-0495
4	Wang-Sattler et al[60]	Novel biomarkers for pre-diabetes identified by metabolomics	Molecular Systems Biology	9.9	194	10.1038/MSB.2012.43
5	Guasch-Ferré et al[57]	Metabolomics in Prediabetes and Diabetes: A Systematic Review and Meta-analysis	Diabetes Care	16.2	186	10.2337/DC15-2251
6	Benjamini et al[61]	Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing	Journal of the Royal Statistical Society: Series B (Methodological)	5.8	158	10.1111/j.2517-6161.1995.tb02031.x
7	Nicholson et al[62]	'Metabonomics': understanding the metabolic responses of living systems to pathophysiological stimuli via multivariate statistical analysis of biological NMR spectroscopic data	Xenobiotica	1.8	156	10.1080/004982599238047
8	Suhre et al[63]	Metabolic footprint of diabetes: a multiplatform metabolomics study in an epidemiological setting	Plos one	3.7	156	10.1371/JOURNAL.PONE.0013953
9	Menni et al[54]	Biomarkers for type 2 diabetes and impaired fasting glucose using a nontargeted metabolomics approach	Diabetes	7.7	154	10.2337/DB13-0570
10	Gall et al[64]	Alpha-hydroxybutyrate is an early biomarker of insulin resistance and glucose intolerance in a nondiabetic population	Plos one	3.7	145	10.1371/JOURNAL.PONE.0010883