Abstract
Advanced glycation end products (AGEs) are involved in several pathophysiologic processes in vascular diseases, including progressive loss of elasticity of the vessel wall (arterial stiffness). Circulating soluble receptors for AGEs (sRAGE) act as a decoy and counterbalanced the harmful properties of AGEs as the natural protective factor. We compared the role of circulating or skin-deposed AGEs and sRAGE regarding the natural course of arterial stiffening. In a prospective cohort study, we longitudinally followed 536 general population-based subjects (subsample of Czech post-MONICA study). Aortic pulse-wave velocity (PWV) was measured twice (at baseline and after ~8 years of follow-up) using a SphygmoCor device (AtCor Medical Ltd), and the intraindividual change in PWV per year (∆PWV/year) was calculated. Concentrations of sRAGE and carboxymethyl lysine (circulating AGEs) were assessed at the follow-up visit by ELISA, while skin AGEs were measured using the autofluorescence-based device AGE Reader. Using multiple regressions, we found significant association between ∆PWV/year as a dependent variable, and both, sRAGE and skin AGEs as independent ones (each on its own model). However, the closest associations to ∆PWV/year were found for the ratio of these two factors (skin AGEs/sRAGE) [β coeff = 0.0747 (SE 0.0189), p < 0.0001]. In a categorized manner, subjects with skin AGEs/sRAGE ratio ≥ 3.3 showed about twofold higher risk having ΔPWV/year ≥ 0.2 m/s [adjusted odds ratio was 2.09 (95% CI: 1.35–3.22), p = 0.001]. In contrast, neither circulating AGEs nor circulating AGEs/sRAGE showed any significant relation to ΔPWV/year. In conclusion, skin AGEs/sRAGE ratio seems to be a more sensitive biomarker of vascular aging than these single factors themselves or circulation status of AGEs.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
O’Rourke MF, Mancia G. Arterial stiffness. J Hypertens. 1999;17:1–4.
Goldin A, Beckman JA, Schmidt AM, Creager MA. Advanced glycation end products: sparking the development of diabetic vascular injury. Circulation. 2006;114:597–605.
Schleicher ED, Wagner E, Nerlich AG. Increased accumulation of the glycoxidation product N(epsilon)-(carboxymethyl)lysine in human tissues in diabetes and aging. J Clin Investig. 1997;99:457–68.
Prasad K. Low levels of serum soluble receptors for advanced glycation end products, biomarkers for disease state: myth or reality. Int J Angiol. 2014;23:11–6.
Neeper M, Schmidt AM, Brett J, Yan SD, Wang F, Pan YCE, et al. Cloning and expression of a cell-surface receptor for advanced glycosylation end-products of proteins. J Biol Chem. 1992;267:14998–5004.
Basta G. Receptor for advanced glycation endproducts and atherosclerosis: from basic mechanisms to clinical implications. Atherosclerosis. 2008;196:9–21.
Schnider SL, Kohn RR. Effects of age and diabetes mellitus on the solubility and nonenzymatic glucosylation of human skin collagen. J Clin Investig. 1981;67:1630–5.
Vasan S, Zhang X, Kapurniotu A, Bernhagen J, Teichberg S, Basgen J, et al. An agent cleaving glucose-derived protein crosslinks in vitro and in vivo. Nature. 1996;382:275–8.
Geroldi D, Falcone C, Emanuele E, D’Angelo A, Calcagnino M, Buzzi MP, et al. Decreased plasma levels of soluble receptor for advanced glycation end-products in patients with essential hypertension. J Hypertens. 2005;23:1725–9.
Grauen Larsen H, Marinkovic G, Nilsson PM, Nilsson J, Engstrom G, Melander O, et al. High plasma sRAGE (soluble receptor for advanced glycation end products) is associated with slower carotid intima-media thickness progression and lower risk for first-time coronary events and mortality. Arterioscler Thromb Vasc Biol. 2019;39:925–33.
Jabaudon M, Blondonnet R, Pereira B, Cartin-Ceba R, Lichtenstern C, Mauri T, et al. Plasma sRAGE is independently associated with increased mortality in ARDS: a meta-analysis of individual patient data. Intensive Care Med. 2018;44:1388–99.
McNulty M, Mahmud A, Feely J. Advanced glycation end-products and arterial stiffness in hypertension. Am J Hypertens. 2007;20:242–7.
Semba RD, Najjar SS, Sun K, Lakatta EG, Ferrucci L. Serum carboxymethyl-lysine, an advanced glycation end product, is associated with increased aortic pulse wave velocity in adults. Am J Hypertens. 2009;22:74–9.
Dimitriadis K, Tsioufis C, Kasiakogias A, Miliou A, Poulakis M, Kintis K, et al. Soluble receptor for advanced glycation end-product levels are related to albuminuria and arterial stiffness in essential hypertension. Nutr Metab Cardiovasc Dis. 2013;23:382–8.
Mayer O, Seidlerova J, Filipovsky J, Vagovicova P, Wohlfahrt P, Cifkova R, et al. Soluble receptor for advanced glycation end products and increased aortic stiffness in the general population. Hypertension Res. 2016;39:266–71.
Gelzinsky J, Mayer O Jr., Seidlerova J, Materankova M, Mares S, Kordikova V, et al. Soluble receptor for advanced glycation end-products independently influences individual age-dependent increase of arterial stiffness. Hypertens Res. 2020;43:111–20.
Prasad K. Is there any evidence that AGE/sRAGE is a universal biomarker/risk marker for diseases? Mol Cell Biochem. 2019;451:139–44.
Cifkova R, Skodova Z, Bruthans J, Adamkova V, Jozifova M, Galovcova M, et al. Longitudinal trends in major cardiovascular risk factors in the Czech population between 1985 and 2007/8. Czech MONICA and Czech post-MONICA. Atherosclerosis. 2010;211:676–81.
Laurent S, Cockcroft J, Van Bortel L, Boutouyrie P, Giannattasio C, Hayoz D, et al. Expert consensus document on arterial stiffness: methodological issues and clinical applications. Eur Heart J. 2006;27:2588–605.
Meerwaldt R, Graaff R, Oomen PHN, Links TP, Jager JJ, Alderson NL, et al. Simple non-invasive assessment of advanced glycation endproduct accumulation. Diabetologia. 2004;47:1324–30.
Levey AS, Stevens LA, Schmid CH, Zhang YL, Castro AF 3rd, Feldman HI, et al. A new equation to estimate glomerular filtration rate. Ann Intern Med. 2009;150:604–12.
Piepoli MF, Hoes AW, Agewall S, Albus C, Brotons C, Catapano AL, et al. 2016 European Guidelines on cardiovascular disease prevention in clinical practice: The Sixth Joint Task Force of the European Society of Cardiology and Other Societies on Cardiovascular Disease Prevention in Clinical Practice (constituted by representatives of 10 societies and by invited experts) Developed with the special contribution of the European Association for Cardiovascular Prevention & Rehabilitation (EACPR). Atherosclerosis. 2016;252:207–74.
National Kidney Foundation. K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis. 2002;39:S1–266.
Herbert A, Cruickshank JK, Laurent S, Boutouyrie P. Establishing reference values for central blood pressure and its amplification in a general healthy population and according to cardiovascular risk factors. Eur Heart J. 2014;35:3122–33.
Collaboration TRVfAS. Determinants of pulse wave velocity in healthy people and in the presence of cardiovascular risk factors: ‘establishing normal and reference values’. Eur Heart J. 2010;31:2338–50.
Watfa G, Soulis G, Tartagni E, Kearney-Schwartz A, Borghi C, Salvi P, et al. Relationship between tissue glycation measured by autofluorescence and pulse wave velocity in young and elderly non-diabetic populations. Diabetes Metab. 2012;38:413–9.
Ueno H, Koyama H, Tanaka S, Fukumoto S, Shinohara K, Shoji T, et al. Skin autofluorescence, a marker for advanced glycation end product accumulation, is associated with arterial stiffness in patients with end-stage renal disease. Metabolism. 2008;57:1452–7.
Osawa S, Katakami N, Kuroda A, Takahara M, Sakamoto F, Kawamori D, et al. Skin autofluorescence is associated with early-stage atherosclerosis in patients with type 1 diabetes. J Atheroscler Thromb. 2017;24:312–26.
Llaurado G, Ceperuelo-Mallafre V, Vilardell C, Simo R, Gil P, Cano A, et al. Advanced glycation end products are associated with arterial stiffness in type 1 diabetes. J Endocrinol. 2014;221:405–13.
Ahmed N. Advanced glycation endproducts–role in pathology of diabetic complications. Diabetes Res Clin Pr. 2005;67:3–21.
Reddy MC, Christensen J, Vasquez KM. Interplay between human high mobility group protein 1 and replication protein A on psoralen-cross-linked DNA. Biochemistry. 2005;44:4188–95.
Bakris GL, Bank AJ, Kass DA, Neutel JM, Preston RA, Oparil S. Advanced glycation end-product cross-link breakers. A novel approach to cardiovascular pathologies related to the aging process. Am J Hypertens. 2004;17:23s–30s.
Sakaguchi T, Yan SF, Yan SD, Belov D, Rong LL, Sousa M, et al. Central role of RAGE-dependent neointimal expansion in arterial restenosis. J Clin Investig. 2003;111:959–72.
Tang SC, Wang YC, Li YI, Lin HC, Manzanero S, Hsieh YH, et al. Functional role of soluble receptor for advanced glycation end products in stroke. Arterioscler Thromb Vasc Biol. 2013;33:585–94.
Yao Y, Zebboudj AF, Shao E, Perez M, Bostrom K. Regulation of bone morphogenetic protein-4 by matrix GLA protein in vascular endothelial cells involves activin-like kinase receptor 1. J Biol Chem. 2006;281:33921–30.
Aroor AR, Das NA, Carpenter AJ, Habibi J, Jia G, Ramirez-Perez FI, et al. Glycemic control by the SGLT2 inhibitor empagliflozin decreases aortic stiffness, renal resistivity index and kidney injury. Cardiovasc Diabetol. 2018;17:108.
Batzias K, Antonopoulos AS, Oikonomou E, Siasos G, Bletsa E, Stampouloglou PK, et al. Effects of newer antidiabetic drugs on endothelial function and arterial stiffness: a systematic review and meta-analysis. J Diabetes Res. 2018;2018:1232583.
Chen S, Yin L, Xu Z, An FM, Liu AR, Wang Y, et al. Inhibiting receptor for advanced glycation end product (AGE) and oxidative stress involved in the protective effect mediated by glucagon-like peptide-1 receptor on AGE induced neuronal apoptosis. Neurosci Lett. 2016;612:193–8.
Acknowledgements
The study realization was supported by the Health Development Agency of Czech Ministry of Health (project 15-27109), by Charles University Research Fund (PROGRES, project Q39), and by Ministry of Health, Czech Republic—conceptual development of research organization (FNPl, 00669806). We would like to acknowledge the hard work of all investigators and other coworkers (study nurses, laboratory technicians, medical students, …) who participated in the post-MONICA project. Namely, we are grateful to Mrs Martina Peštová for her excellent collaboration, and last but not least, to all study subjects, who voluntarily responded to the very time-consuming clinical examination program.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Mayer, O., Gelžinský, J., Seidlerová, J. et al. The role of advanced glycation end products in vascular aging: which parameter is the most suitable as a biomarker?. J Hum Hypertens 35, 240–249 (2021). https://doi.org/10.1038/s41371-020-0327-3
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41371-020-0327-3
This article is cited by
-
Time-varying parameters of glycemic control and glycation in relation to arterial stiffness in patients with type 1 diabetes
Cardiovascular Diabetology (2022)
-
Advanced glycation end-products, measured as skin autofluorescence, associate with vascular stiffness in diabetic, pre-diabetic and normoglycemic individuals: a cross-sectional study
Cardiovascular Diabetology (2021)
-
Serum biomarkers, skin autofluorescence and other methods. Which parameter better illustrates the relationship between advanced glycation end products and arterial stiffness in the general population?
Hypertension Research (2021)
-
Accumulation of advanced glycation end products (AGEs) is associated with the severity of aortic stenosis in patients with concomitant type 2 diabetes
Cardiovascular Diabetology (2020)