Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Atomic force microscopy as a tool to evaluate the risk of cardiovascular diseases in patients

Abstract

The availability of biomarkers to evaluate the risk of cardiovascular diseases is limited1. High fibrinogen levels have been identified as a relevant cardiovascular risk factor, but the biological mechanisms remain unclear2,3. Increased aggregation of erythrocytes (red blood cells) has been linked to high plasma fibrinogen concentration2,4. Here, we show, using atomic force microscopy, that the interaction between fibrinogen and erythrocytes is modified in chronic heart failure patients. Ischaemic patients showed increased fibrinogen–erythrocyte binding forces compared with non-ischaemic patients. Cell stiffness in both patient groups was also altered. A 12-month follow-up shows that patients with higher fibrinogen–erythrocyte binding forces initially were subsequently hospitalized more frequently. Our results show that atomic force microscopy can be a promising tool to identify patients with increased risk for cardiovascular diseases.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: AFM-based force spectroscopy set-up and its crude data.
Figure 2: AFM-based force spectroscopy data for the interactions between fibrinogen and erythrocytes from heart failure patients and healthy blood donors.
Figure 3: Changes in whole blood viscosity between ischaemic and non-ischaemic CHF patients and healthy donors.
Figure 4: Erythrocyte deformability measured at different shear stress values for all studied groups.
Figure 5: Hospitalization curve according to fibrinogen–erythrocyte (un)binding forces.

Similar content being viewed by others

References

  1. Alexander, K. S., Kazmierczak, S. C., Snyder, C. K., Oberdorf, J. A. & Farrell, D. H. Prognostic utility of biochemical markers of cardiovascular risk: impact of biological variability. Clin. Chem. Lab. Med. 51, 1875–1882 (2013).

    Article  CAS  Google Scholar 

  2. Lominadze, D., Dean, W. L., Tyagi, S. C. & Roberts, A. M. Mechanisms of fibrinogen-induced microvascular dysfunction during cardiovascular disease. Acta Physiol. (Oxf.) 198, 1–13 (2010).

    Article  CAS  Google Scholar 

  3. Reinhart, W. H. Fibrinogen—marker or mediator of vascular disease? Vasc. Med. 8, 211–216 (2003).

    Article  Google Scholar 

  4. Cecchi, E., Mannini, L. & Abbate, R. Role of hyperviscosity in cardiovascular and microvascular diseases. G. Ital. Nefrol. 26, 20–29 (2009).

    Google Scholar 

  5. WHO. Global Status Report on Non-Communicable Diseases 2010 (World Health Organization, 2011).

  6. Lillioja, S. et al. Skeletal muscle capillary density and fiber type are possible determinants of in vivo insulin resistance in man. J. Clin. Invest. 80, 415–424 (1987).

    Article  CAS  Google Scholar 

  7. Mann, D. L. & Bristow, M. R. Mechanisms and models in heart failure: the biomechanical model and beyond. Circulation 111, 2837–2849 (2005).

    Article  Google Scholar 

  8. Follath, F. Ischemic versus non-ischemic heart failure: should the etiology be determined? Heart Fail. Monit. 1, 122–125 (2001).

    CAS  Google Scholar 

  9. Bishop, J. J., Nance, P. R., Popel, A. S., Intaglietta, M. & Johnson, P. C. Effect of erythrocyte aggregation on velocity profiles in venules. Am. J. Physiol. Heart. Circ. Physiol. 280, H222–H236 (2001).

    Article  CAS  Google Scholar 

  10. Kim, S., Popel, A. S., Intaglietta, M. & Johnson, P. C. Aggregate formation of erythrocytes in postcapillary venules. Am. J. Physiol. Heart Circ. Physiol. 288, H584–H590 (2005).

    Article  CAS  Google Scholar 

  11. Delamaire, M. & Durand, F. Erythrocyte aggregation and vascular pathology. J. Mal. Vasc. 15, 344–346 (1990).

    CAS  Google Scholar 

  12. Falcó, C. et al. Influence of fibrinogen levels on erythrocyte aggregation determined with the Myrenne aggregometer and the Sefam erythro-aggregometer. Clin. Hemorheol. Microcirc. 33, 145–151 (2005).

    Google Scholar 

  13. Maeda, N., Seike, M., Kume, S., Takaku, T. & Shiga, T. Fibrinogen-induced erythrocyte aggregation: erythrocyte-binding site in the fibrinogen molecule. Biochim. Biophys. Acta 904, 81–91 (1987).

    Article  CAS  Google Scholar 

  14. Lominadze, D. & Dean, W. L. Involvement of fibrinogen specific binding in erythrocyte aggregation. FEBS Lett. 517, 41–44 (2002).

    Article  CAS  Google Scholar 

  15. Carvalho, F. A. et al. Atomic force microscopy-based molecular recognition of a fibrinogen receptor on human erythrocytes. ACS Nano 4, 4609–4620 (2010).

    Article  CAS  Google Scholar 

  16. Carvalho, F. A., de Oliveira, S., Freitas, T., Gonçalves, S. & Santos, N. C. Variations on fibrinogen-erythrocyte interactions during cell aging. PLoS ONE 6, e18167 (2011).

    Article  CAS  Google Scholar 

  17. Carvalho, F. A. & Santos, N. C. Atomic force microscopy-based force spectroscopy—biological and biomedical applications. IUBMB Life 64, 465–472 (2012).

    Article  CAS  Google Scholar 

  18. Choi, S., Jung, G. B., Kim, K. S., Lee, G. J. & Park, H. K. Medical applications of atomic force microscopy and Raman spectroscopy. J. Nanosci. Nanotechnol. 14, 71–97 (2014).

    Article  CAS  Google Scholar 

  19. Pillet, F., Chopinet, L., Formosa, C. & Dague, E. Atomic force microscopy and pharmacology: from microbiology to cancerology. Biochim. Biophys. Acta 1840, 1028–1050 (2014).

    Article  CAS  Google Scholar 

  20. Thiagarajan, P., Rippon, A. J. & Farrell, D. H. Alternative adhesion sites in human fibrinogen for vascular endothelial cells. Biochemistry 35, 4169–4175 (1996).

    Article  CAS  Google Scholar 

  21. Carvalho, F. A. et al. Dengue virus capsid protein binding to hepatic lipid droplets (LD) is potassium ion dependent and is mediated by LD surface proteins. J. Virol. 86, 2096–2108 (2012).

    Article  CAS  Google Scholar 

  22. Baskurt, O. K. & Meiselman, H. J. Blood rheology and hemodynamics. Semin. Thromb. Hemost. 29, 435–450 (2003).

    Article  CAS  Google Scholar 

  23. Ebner, A., Schillers, H. & Hinterdorfer, P. in Atomic Force Microscopy in Biomedical Research Vol. 736 (eds Braga, P. C. & Ricci, D.) 223–241 (Humana, 2011).

    Book  Google Scholar 

  24. Maciaszek, J. L. & Lykotrafitis, G. Sickle cell trait human erythrocytes are significantly stiffer than normal. J. Biomech. 44, 657–661 (2011).

    Google Scholar 

  25. Rand, P. W., Lacombe, E., Hunt, H. E. & Austin, W. H. Viscosity of normal human blood under normothermic and hypothermic conditions. J. Appl. Phys. 19, 117–122 (1964).

    CAS  Google Scholar 

  26. Papaioannou, T. G. & Stefanadis, C. Vascular wall shear stress: basic principles and methods. Hellenic J. Cardiol. 46, 9–15 (2005).

    Google Scholar 

  27. Schmid-Schonbein, H., Wells, R. E. & Goldstone, J. Fluid drop-like behaviour of erythrocytes—disturbance in pathology and its quantification. Biorheology 7, 227–234 (1971).

    Article  CAS  Google Scholar 

  28. McMurray, J. J. et al. ESC guidelines for the diagnosis and treatment of acute and chronic heart failure 2012: The Task Force for the Diagnosis and Treatment of Acute and Chronic Heart Failure 2012 of the European Society of Cardiology. Developed in collaboration with the Heart Failure Association (HFA) of the ESC. Eur. Heart J. 33, 1787–1847 (2012).

    Article  Google Scholar 

  29. Hutter, J. L. & Bechhoefer, J. Calibration of atomic-force microscope tips. Rev. Sci. Instrum. 64, 1868–1873 (1993).

    Article  CAS  Google Scholar 

  30. Chen, A. & Moy, V. T. Cross-linking of cell surface receptors enhances cooperativity of molecular adhesion. Biophys. J. 78, 2814–2820 (2000).

    Article  CAS  Google Scholar 

  31. Kienberger, F., Kada, G., Mueller, H. & Hinterdorfer, P. Single molecule studies of antibody–antigen interaction strength versus intra-molecular antigen stability. J. Mol. Biol. 347, 597–606 (2005).

    Article  CAS  Google Scholar 

  32. Neundlinger, I. et al. Forces and dynamics of glucose and inhibitor binding to sodium glucose co-transporter SGLT1 studied by single molecule force spectroscopy. J. Biol. Chem. 289, 21673–21683 (2014).

    Article  Google Scholar 

  33. Zhang, X., Wojcikiewicz, E. & Moy, V. T. Force spectroscopy of the leukocyte function-associated antigen-1/intercellular adhesion molecule-1 interaction. Biophys. J. 83, 2270–2279 (2002).

    Article  CAS  Google Scholar 

Download references

Acknowledgements

This work was supported by Fundação para a Ciência e a Tecnologia – Ministério da Ciência, Tecnologia e Ensino Superior (FCT-MCTES, Portugal) grants PTDC/QUI-BIQ/119509/2010 and PTDC/BBB-BMD/6307/2014, as well as fellowship SFRH/BD/84414/2012 to A.F.G. The authors thank T. Freitas (FMUL) for technical assistance.

Author information

Authors and Affiliations

Authors

Contributions

A.F.G. performed AFM experiments, analysed force spectroscopy data, performed the statistical analysis, wrote and edited the draft and prepared the manuscript for submission. F.A.C. analysed the force spectroscopy data, wrote the manuscript and edited successive drafts of the paper. I.M. performed some of the initial AFM experiments and analysed their data. L.S. collected all clinical data, performed some statistical analysis, contributed to relevant discussions and edited the draft. N.L. contributed to the discussion section and N.C.S. conceived the idea, designed and directed the AFM experiments, analysed the data, wrote the manuscript and edited successive drafts of the paper.

Corresponding authors

Correspondence to Filomena A. Carvalho or Nuno C. Santos.

Ethics declarations

Competing interests

The authors declare no competing financial interests.

Supplementary information

Supplementary information

Supplementary information (PDF 795 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guedes, A., Carvalho, F., Malho, I. et al. Atomic force microscopy as a tool to evaluate the risk of cardiovascular diseases in patients. Nature Nanotech 11, 687–692 (2016). https://doi.org/10.1038/nnano.2016.52

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nnano.2016.52

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing