Fibrinogen; Humans; Fibrinogen/analysis; Fibrinogen/chemistry; Particle Size; Volatilization; Surface Properties; Erythrocytes/chemistry; Erythrocytes/cytology; Blood samples; Coffee rings; Diagnostics tools; Intensive research; Low concentrations; Low-costs; Red blood cell; Sample solution; Sessile droplet; Study samples; Erythrocytes; Electronic, Optical and Magnetic Materials; Biomaterials; Surfaces, Coatings and Films; Colloid and Surface Chemistry
Abstract :
[en] Evaporation of blood droplets and diluted blood samples is a topic of intensive research, as it is considered a potential low-cost diagnostic tool. So far, samples with a volume fraction down to a few percent of red blood cells have been studied, and these were reportedly dominated by a "coffee-ring" deposit. In this study, samples with lower volume fractions were used to investigate the growth of the evaporative deposit from sessile droplets in more detail. We observed that blood samples and salt solutions with less than 1% volume fraction of red blood cells are dominated by a central deposit. We characterized the growth process of this central deposit by evaporating elongated drops and determined that it is consistent with the Kardar-Parisi-Zhang process in the presence of quenched disorder. Our results showed a sensitivity of the deposit size to fibrinogen concentration and the shape of red blood cells, suggesting that this parameter could be developed into a new and cost-effective clinical marker for inflammation and red blood cell deformation.
Disciplines :
Physics
Author, co-author :
Sardari, Vahideh ; Department of Physics, Institute for Advanced Studies in Basic Sciences (IASBS), Zanjan, 45137-66731, Iran, Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Mohammadian, Mahsa ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Asfia, Shima ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Maurer, Felix; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Örüm, Diana; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Seemann, Ralf ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
John, Thomas ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany
Kaestner, Lars ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany, Department of Theoretical Medicine and Biosciences, Saarland University, Homburg, D-66421, Germany
Maleki, Maniya; Department of Physics, Institute for Advanced Studies in Basic Sciences (IASBS), Zanjan, 45137-66731, Iran
Darras, Alexis ; Department of Experimental Physics & Center for Biophysics, Saarland University, Saarbruecken, D-66123, Germany. Electronic address: alexis.darras@uni-saarland.de
External co-authors :
yes
Language :
English
Title :
Deposit of Red Blood Cells at low concentrations in evaporating droplets is dominated by a central edge growth.
Ministry of Science Research and Technology of the Islamic Republic of Iran Saarland University
Funding text :
V.S. ackowledges funding from Ministry of Science, Research, and Technology of Iran for her research stay in Germany. A.D. acknowledges funding by the Young Investigator Grant of the Saarland University.
Sikarwar, B.S., Roy, M., Ranjan, P., Goyal, A., Automatic disease screening method using image processing for dried blood microfluidic drop stain pattern recognition. J. Med. Eng. Technol. 40:5 (2016), 245–254.
Bahmani, L., Neysari, M., Maleki, M., The study of drying and pattern formation of whole human blood drops and the effect of thalassaemia and neonatal jaundice on the patterns. Colloids Surf. A, Physicochem. Eng. Asp. 513 (2017), 66–75.
Liu, Y., Attinger, D., De Brabanter, K., Automatic classification of bloodstain patterns caused by gunshot and blunt impact at various distances. J. Forensic Sci. 65:3 (2020), 729–743.
Attinger, D., De Brabanter, K., Champod, C., Using the likelihood ratio in bloodstain pattern analysis. J. Forensic Sci. 67:1 (2022), 33–43.
Deegan, R.D., Bakajin, O., Dupont, T.F., Huber, G., Nagel, S.R., Witten, T.A., Capillary flow as the cause of ring stains from dried liquid drops. Nature 389:6653 (1997), 827–829.
Rossi, M., Marin, A., Kähler, C.J., Interfacial flows in sessile evaporating droplets of mineral water. Phys. Rev. E, 100(3), 2019, 033103.
Darras, A., Vandewalle, N., Lumay, G., Transitional bulk-solutal Marangoni instability in sessile drops. Phys. Rev. E, 98(6), 2018, 062609.
Darras, A., Vandewalle, N., Lumay, G., Combined effects of Marangoni, sedimentation and coffee-ring flows on evaporative deposits of superparamagnetic colloids. Colloid Interface Sci. Commun., 32, 2019, 100198.
Pal, A., Gope, A., Iannacchione, G., Temperature and concentration dependence of human whole blood and protein drying droplets. Biomolecules, 11(2), 2021, 231.
Zeid, W.B., Brutin, D., Influence of relative humidity on spreading, pattern formation and adhesion of a drying drop of whole blood. Colloids Surf. A, Physicochem. Eng. Asp. 430 (2013), 1–7.
Chen, R., Zhang, L., Zang, D., Shen, W., Blood drop patterns: formation and applications. Adv. Colloid Interface Sci. 231 (2016), 1–14.
Pal, A., Gope, A., Sengupta, A., Drying of bio-colloidal sessile droplets: advances, applications, and perspectives. Adv. Colloid Interface Sci., 314, 2023, 102870.
Lanotte, L., Laux, D., Charlot, B., Abkarian, M., Role of red cells and plasma composition on blood sessile droplet evaporation. Phys. Rev. E, 96(5), 2017, 053114.
Pal, A., Gope, A., Obayemi, J.D., Iannacchione, G.S., Concentration-driven phase transition and self-assembly in drying droplets of diluting whole blood. Sci. Rep., 10(1), 2020, 18908.
Yunker, P.J., Still, T., Lohr, M.A., Yodh, A., Suppression of the coffee-ring effect by shape-dependent capillary interactions. Nature 476:7360 (2011), 308–311.
Yunker, P.J., Lohr, M.A., Still, T., Borodin, A., Durian, D.J., Yodh, A.G., Effects of particle shape on growth dynamics at edges of evaporating drops of colloidal suspensions. Phys. Rev. Lett., 110(3), 2013, 035501.
Wagner, C., Steffen, P., Svetina, S., Aggregation of red blood cells: from rouleaux to clot formation. C. R. Phys. 14:6 (2013), 459–469.
Brust, M., Aouane, O., Thiébaud, M., Flormann, D., Verdier, C., Kaestner, L., Laschke, M., Selmi, H., Benyoussef, A., Podgorski, T., et al. The plasma protein fibrinogen stabilizes clusters of red blood cells in microcapillary flows. Sci. Rep., 4(1), 2014, 4348.
Steffen, P., Verdier, C., Wagner, C., Quantification of depletion-induced adhesion of red blood cells. Phys. Rev. Lett., 110(1), 2013, 018102.
Dasanna, A.K., Darras, A., John, T., Gompper, G., Kaestner, L., Wagner, C., Fedosov, D.A., Erythrocyte sedimentation: effect of aggregation energy on gel structure during collapse. Phys. Rev. E, 105(2), 2022, 024610.
Darras, A., Peikert, K., Rabe, A., Yaya, F., Simionato, G., John, T., Dasanna, A.K., Buvalyy, S., Geisel, J., Hermann, A., et al. Acanthocyte sedimentation rate as a diagnostic biomarker for neuroacanthocytosis syndromes: experimental evidence and physical justification. Cells, 10(4), 2021, 788.
Csahók, Z., Honda, K., Somfai, E., Vicsek, M., Vicsek, T., Dynamics of surface roughening in disordered media. Phys. A, Stat. Mech. Appl. 200:1–4 (1993), 136–154.
Brecher, G., Bessis, M., Present status of spiculed red cells and their relationship to the discocyte-echinocyte transformation: a critical review. Blood 40:3 (1972), 333–344.
Geekiyanage, N.M., Balanant, M.A., Sauret, E., Saha, S., Flower, R., Lim, C.T., Gu, Y., A coarse-grained red blood cell membrane model to study stomatocyte-discocyte-echinocyte morphologies. PLoS ONE, 14(4), 2019, e0215447.
Simionato, G., Hinkelmann, K., Chachanidze, R., Bianchi, P., Fermo, E., van Wijk, R., Leonetti, M., Wagner, C., Kaestner, L., Quint, S., Red blood cell phenotyping from 3d confocal images using artificial neural networks. PLoS Comput. Biol., 17(5), 2021, e1008934.
Marin, A., Karpitschka, S., Noguera-Marín, D., Cabrerizo-Vílchez, M.A., Rossi, M., Kähler, C.J., Rodríguez Valverde, M.A., Solutal Marangoni flow as the cause of ring stains from drying salty colloidal drops. Phys. Rev. Fluids, 4(4), 2019, 041601.
Darras, A., Mignolet, F., Vandewalle, N., Lumay, G., Remote-controlled deposit of superparamagnetic colloidal droplets. Phys. Rev. E, 98(6), 2018, 062608.
Barabási, A.-L., Stanley, H.E., Fractal Concepts in Surface Growth. 1995, Cambridge University Press.
Family, F., Dynamic scaling and phase transitions in interface growth. Phys. A, Stat. Mech. Appl. 168:1 (1990), 561–580.
Meakin, P., Jullien, R., Restructuring effects in the rain model for random deposition. J. Phys. 48:10 (1987), 1651–1662.
Csahók, Z., Vicsek, T., Kinetic roughening in a model of sedimentation of granular materials. Phys. Rev. A, 46(8), 1992, 4577.
Kurnaz, M., McCloud, K., Maher, J., Sedimentation of glass beads under the influence of gravity. Fractals 1:04 (1993), 1008–1021.
Kurnaz, M., Maher, J., Sedimentation to form rough, quasi-one-dimensional interfaces. Phys. Rev. E, 53(1), 1996, 978.
McCloud, K.V., Kurnaz, M.L., Maher, J.V., Deposition-rate effects on rough surfaces formed by sedimenting particles. Phys. Rev. E, 56(5), 1997, 5768.
McCloud, K., Kurnaz, M., The effect of the third dimension on rough surfaces formed by sedimenting particles in quasi-two-dimensions. Int. J. Mod. Phys. B 16:08 (2002), 1217–1223.
Cardak, U., McCloud, K., Kurnaz, M., Experimental and computational study of the effect of the system size on rough surfaces formed by sedimenting particles in quasi-two-dimensions. Granul. Matter 8 (2006), 81–86.
Family, F., Vicsek, T., Scaling of the active zone in the eden process on percolation networks and the ballistic deposition model. J. Phys. A, Math. Gen., 18(2), 1985, L75.
Sardari, V., Safari, F., Maleki, M., Dynamics of the surface growth resulted from sedimentation of spheres in a Hele-Shaw cell containing a low-viscosity fluid. Phys. Fluids, 36(5), 2024, 053303, 10.1063/5.0200886.
Darras, A., John, T., Wagner, C., Kaestner, L., Erythrocyte sedimentation rate: a physics-driven characterization in a medical context. J. Vis. Exp., 193, 2023, e64502.
John, T., Kaestner, L., Wagner, C., Darras, A., Early stage of erythrocyte sedimentation rate test: fracture of a high-volume-fraction gel. PNAS Nexus, 3(1), 2024, pgad416.
Germolec, D.R., Shipkowski, K.A., Frawley, R.P., Evans, E., Markers of inflammation. Immunotoxicity Testing: Methods and Protocols, 2018, 57–79.
Shahidzadeh-Bonn, N., Rafaı, S., Bonn, D., Wegdam, G., Salt crystallization during evaporation: impact of interfacial properties. Langmuir 24:16 (2008), 8599–8605.
Shahidzadeh, N., Schut, M.F., Desarnaud, J., Prat, M., Bonn, D., Salt stains from evaporating droplets. Sci. Rep., 5(1), 2015, 10335.
Friebel, M., Helfmann, J., Meinke, M.C., Influence of osmolarity on the optical properties of human erythrocytes. J. Biomed. Opt., 15(5), 2010, 055005.
Heubusch, P., Jung, C.Y., Green, F.A., The osmotic response of human erythrocytes and the membrane cytoskeleton. J. Cell. Physiol. 122:2 (1985), 266–272.
Brugnara, C., Tosteson, D.C., Cell volume, k transport, and cell density in human erythrocytes. Am. J. Physiol., Cell Physiol. 252:3 (1987), C269–C276.
Roy, D., Dewangan, K.K., Rasheed, A., Jain, S., Singh, A., Chakravortty, D., Basu, S., et al. Insights into the mechanics of sessile whole blood droplet evaporation. arXiv preprint arXiv:2402.12334, 2024.
Hennessy, M.G., Craster, R.V., Matar, O.K., Drying-induced stresses in poroelastic drops on rigid substrates. Phys. Rev. E, 105(5), 2022, 054602.