Mannose as a biomarker of coronary artery disease: Angiographic evidence and clinical significance
Introduction
Previous work – using cell-specific analysis of genome-scale metabolic models, transcriptional regulatory networks, and protein-protein interaction networks – identified elevated circulating mannose concentrations as a novel marker of insulin resistance [1]. More recently, studies using the euglycaemic hyperinsulinaemic clamp technique to measure whole-body insulin sensitivity provided direct evidence that plasma mannose – quantitated by liquid chromatography and tandem mass spectrometry (HPLC-MS-MS) – is insulin regulatable and closely tracks in vivo insulin resistance [2]. Moreover, in epidemiological cohorts higher plasma mannose concentrations have been associated not only with insulin resistance but also with risk of developing diabetes, diabetic kidney disease, and cardiovascular disease (CVD) [3]. The mechanisms underlying these associations have not been explored. In particular, it is not clear whether mannose is related to CVD only because it marks insulin resistance or because of some intrinsic biological property. Preliminary to this inquiry is to establish whether circulating mannose concentrations are indeed associated with anatomical evidence of extent and kind of atherosclerotic lesion characteristics of the coronary vasculature.
To address this question, the present study measured plasma mannose concentrations in two large datasets, a discovery cohort and an external validation cohort, in whom coronary atherosclerosis was quantitated using state-of-the-art imaging techniques in carefully phenotyped groups of individuals.
Section snippets
Discovery cohort (n = 513)
CAPIRE (ClinicalTrials.gov Identifier: NCT02157662) is a multicentre, prospective, observational study aimed at identifying new mechanisms promoting or protecting against coronary atherothrombosis; in its longitudinal phase, subjects have been followed for five years. Details of the study have been reported [4]. Briefly, the study enrolled subjects 45 to 75 years of age (64 with type 2 diabetes (T2D)), without previous clinical manifestations of coronary artery disease (CAD) including acute
Discovery cohort
Based on CCTA, the CAPIRE subjects were grouped into CAD− (clean coronaries, n = 340) and CAD+ (diffuse coronary atherosclerosis with or without coronary stenosis, n = 173). Participants in the CAD+ category were more often men, older and heavier than subjects in the CAD− category; most clinical and metabolic parameters were different between the two groups, as expected (Supplementary Table 1). In the entire cohort, plasma mannose concentrations showed a skewed distribution, with a median of
Discussion
The main findings of the present study are that plasma mannose concentrations are associated with the presence of CAD and with a more vulnerable plaque phenotype, and that mannose is an independent predictor of incident CV events and death.
In the discovery cohort, plasma mannose behaved not only as a strong surrogate for insulin resistance but also as a consistent marker of quantity and quality of CCTA-proven coronary atherosclerosis. Notably, in the latter capacity plasma mannose was superior
Conclusion
The current data add novel evidence that high circulating mannose is a signature of coronary atherosclerosis that is consistent across measures of severity of vessel involvement and independent of the canonical correlates of CVD. In addition, despite the small number of cardiovascular outcomes, baseline mannose also had some predictive power for incident clinical events, confirming the observations of larger epidemiological surveys obtained with the use of untargeted metabolomics [3]. In the
Author contributions
E.F. has the main role in work conception, design, analysis and interpretation of data and drafted the first manuscript; D.A. and M.M. participated in design, analysis and interpretation of data for the CAPIRE study and critically revised the manuscript; B.C. and A.S. participated in analysis and interpretation of data and contributed in manuscript drafting; M.G. is responsible for design, analysis and interpretation of data of the CAPIRE study and critically revised the manuscript; G.F.
Disclosures
Conflicts of Interest statement: Dr. Andreini, Dr. Campi, Dr. Saba, Dr. Gorini, Dr. Milzi, Dr. Magnoni, Prof. Maseri, and Prof. Burgmaier have no conflicts of interest to report; Prof. Ferrannini E. reports receiving consultancy/speaker fees, outside the present work, from Boehringer Ingelheim, Lilly&Co., AstraZeneca, and Sanofi. Prof. Marx is supported by the Deutsche Forschungsgemeinschaft (German Research Foundation; TRR 219; Project-ID 322900939 [M03, M05]) and has received support for
Funding sources
This work was supported by the Heart Care Foundation of the Italian Association of Hospital Cardiologists, Florence, Italy.
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