Three-dimensional close-to-substrate trajectories of magnetic microparticles in dynamically changing magnetic field landscapes.
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
03 12 2022
03 12 2022
Historique:
received:
08
09
2022
accepted:
29
11
2022
entrez:
3
12
2022
pubmed:
4
12
2022
medline:
7
12
2022
Statut:
epublish
Résumé
The transport of magnetic particles (MPs) by dynamic magnetic field landscapes (MFLs) using magnetically patterned substrates is promising for the development of Lab-on-a-chip (LOC) systems. The inherent close-to-substrate MP motion is sensitive to changing particle-substrate interactions. Thus, the detection of a modified particle-substrate separation distance caused by surface binding of an analyte is expected to be a promising probe in analytics and diagnostics. Here, we present an essential prerequisite for such an application, namely the label-free quantitative experimental determination of the three-dimensional trajectories of superparamagnetic particles (SPPs) transported by a dynamically changing MFL. The evaluation of defocused SPP images from optical bright-field microscopy revealed a "hopping"-like motion of the magnetic particles, previously predicted by theory, additionally allowing a quantification of maximum jump heights. As our findings pave the way towards precise determination of particle-substrate separations, they bear deep implications for future LOC detection schemes using only optical microscopy.
Identifiants
pubmed: 36463293
doi: 10.1038/s41598-022-25391-z
pii: 10.1038/s41598-022-25391-z
pmc: PMC9719552
doi:
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Research Support, N.I.H., Extramural
Langues
eng
Sous-ensembles de citation
IM
Pagination
20890Informations de copyright
© 2022. The Author(s).
Références
Knight, J. Honey, I shrunk the lab. Nature 418, 474–475 (2002).
pubmed: 12152048
doi: 10.1038/418474a
Kricka, L. J. Microchips, microarrays, biochips and nanochips: Personal laboratories for the 21st century. Clin. Chim. Acta 307, 219–223 (2001).
pubmed: 11369361
doi: 10.1016/S0009-8981(01)00451-X
Holland, C. A. & Kiechle, F. L. Point-of-care molecular diagnostic systems: Past, present and future. Curr. Opin. Microbiol. 8, 504–509 (2005).
pubmed: 16098787
doi: 10.1016/j.mib.2005.08.001
Gijs, M. A. M. Magnetic bead handling on-chip: New opportunities for analytical applications. Microfluid. Nanofluid. 1, 22–40 (2004).
Pankhurst, Q. A., Connolly, J., Jones, S. K. & Dobson, J. Applications of magnetic nanoparticles in biomedicine. J. Phys. D. Appl. Phys. 36, R167–R181 (2003).
doi: 10.1088/0022-3727/36/13/201
Pamme, N. Magnetism and microfluidics. Lab Chip 6, 24–38 (2006).
pubmed: 16372066
doi: 10.1039/B513005K
Ruffert, C. Magnetic bead: Magic bullet. Micromachines 7, 21 (2016).
pubmed: 30407394
pmcid: 6189928
doi: 10.3390/mi7020021
Holzinger, D. & Ehresmann, A. Diffusion enhancement in a laminar flow liquid by near-surface transport of superparamagnetic bead rows. Microfluid. Nanofluidics 19, 395–402 (2015).
doi: 10.1007/s10404-015-1573-5
Abedini-nassab, R., Pouryosef Miandoab, M. & Şaşmaz, M. Microfluidic synthesis, control, and sensing of magnetic nanoparticles: A review. Micromachines 12, 768 (2021).
pubmed: 34210058
pmcid: 8306075
doi: 10.3390/mi12070768
Khizar, S. et al. Magnetic nanoparticles in microfluidic and sensing: From transport to detection. Electrophoresis 41, 1206–1224 (2020).
pubmed: 32347555
doi: 10.1002/elps.201900377
Yellen, B. B. et al. Traveling wave magnetophoresis for high resolution chip based separations. Lab Chip 7, 1681–1688 (2007).
pubmed: 18030387
doi: 10.1039/b713547e
Ennen, I. et al. Manipulation of magnetic nanoparticles by the strayfield of magnetically patterned ferromagnetic layers. J. Appl. Phys. 102, 013910 (2007).
doi: 10.1063/1.2752146
Rampini, S., Li, P. & Lee, G. U. Micromagnet arrays enable precise manipulation of individual biological analyte–superparamagnetic bead complexes for separation and sensing. Lab Chip 16, 3645–3663 (2016).
pubmed: 27542153
doi: 10.1039/C6LC00707D
Chen, A., Byvank, T., Vieira, G. B. & Sooryakumar, R. Magnetic microstructures for control of brownian motion and microparticle transport. IEEE Trans. Magn. 49, 300–308 (2013).
doi: 10.1109/TMAG.2012.2224850
Sarella, A., Torti, A., Donolato, M., Pancaldi, M. & Vavassori, P. Two-dimensional programmable manipulation of magnetic nanoparticles on-chip. Adv. Mater. 26, 2384–2390 (2014).
pubmed: 24481833
doi: 10.1002/adma.201304240
Sajjad, U., Lage, E. & McCord, J. A trisymmetric magnetic microchip surface for free and two-way directional movement of magnetic microbeads. Adv. Mater. Interfaces 5, 1801201 (2018).
doi: 10.1002/admi.201801201
Rampini, S. et al. Design of micromagnetic arrays for on-chip separation of superparamagnetic bead aggregates and detection of a model protein and double-stranded DNA analytes. Sci. Rep. 11, 5302 (2021).
pubmed: 33674645
pmcid: 7935980
doi: 10.1038/s41598-021-84395-3
Tierno, P., Sagués, F., Johansen, T. H. & Fischer, T. M. Colloidal transport on magnetic garnet films. Phys. Chem. Chem. Phys. 11, 9615–9625 (2009).
pubmed: 19851538
doi: 10.1039/b910427e
Holzinger, D., Koch, I., Burgard, S. & Ehresmann, A. Directed magnetic particle transport above artificial magnetic domains due to dynamic magnetic potential energy landscape transformation. ACS Nano 9, 7323–7331 (2015).
pubmed: 26134922
doi: 10.1021/acsnano.5b02283
Ehresmann, A. et al. Asymmetric magnetization reversal of stripe-patterned exchange bias layer systems for controlled magnetic particle transport. Adv. Mater. 23, 5568–5573 (2011).
pubmed: 22052724
doi: 10.1002/adma.201103264
Mougin, A. et al. Magnetic micropatterning of FeNi/FeMn exchange bias bilayers by ion irradiation. J. Appl. Phys. 89, 6606–6608 (2001).
doi: 10.1063/1.1354578
Ehresmann, A., Koch, I. & Holzinger, D. Manipulation of superparamagnetic beads on patterned exchange-bias layer systems for biosensing applications. Sensors 15, 28854–28888 (2015).
pubmed: 26580625
pmcid: 4701312
doi: 10.3390/s151128854
Reginka, M. et al. Transport efficiency of biofunctionalized magnetic particles tailored by surfactant concentration. Langmuir 37, 8498–8507 (2021).
pubmed: 34231364
doi: 10.1021/acs.langmuir.1c00900
Huhnstock, R. et al. Translatory and rotatory motion of exchange-bias capped Janus particles controlled by dynamic magnetic field landscapes. Sci. Rep. 11, 21794 (2021).
pubmed: 34750449
pmcid: 8575999
doi: 10.1038/s41598-021-01351-x
Wirix-Speetjens, R., Fyen, W., Xu, K., De Boeck, J. & Borghs, G. A force study of on-chip magnetic particle transport based on tapered conductors. IEEE Trans. Magn. 41, 4128–4133 (2005).
doi: 10.1109/TMAG.2005.855345
Dettmer, S. L., Keyser, U. F. & Pagliara, S. Local characterization of hindered Brownian motion by using digital video microscopy and 3D particle tracking. Rev. Sci. Instrum. 85, 23708 (2014).
doi: 10.1063/1.4865552
Zhang, Z. & Menq, C. H. Three-dimensional particle tracking with subnanometer resolution using off-focus images. Appl. Opt. 47, 2361–2370 (2008).
pubmed: 18449301
doi: 10.1364/AO.47.002361
Tasadduq, B. et al. Three-dimensional particle tracking in microfluidic channel flow using in and out of focus diffraction. Flow Meas. Instrum. 45, 218–224 (2015).
doi: 10.1016/j.flowmeasinst.2015.06.018
Dingel, K., Huhnstock, R., Knie, A., Ehresmann, A. & Sick, B. AdaPT: Adaptable particle tracking for spherical microparticles in lab on chip systems. Comput. Phys. Commun. 262, 107859 (2021).
doi: 10.1016/j.cpc.2021.107859
Holzinger, D. et al. Tailored domain wall charges by individually set in-plane magnetic domains for magnetic field landscape design. J. Appl. Phys. 114, 013908 (2013).
doi: 10.1063/1.4812576
Gaul, A. et al. Engineered magnetic domain textures in exchange bias bilayer systems. J. Appl. Phys. 120, 033902 (2016).
doi: 10.1063/1.4958847
Barnkob, R., Kähler, C. J. & Rossi, M. General defocusing particle tracking. Lab Chip 15, 3556–3560 (2015).
pubmed: 26201498
doi: 10.1039/C5LC00562K
Zhong, Y. & Wang, G. Three-dimensional single particle tracking and its applications in confined environments. Annu. Rev. Anal. Chem. 13, 381–403 (2020).
doi: 10.1146/annurev-anchem-091819-100409
Barnkob, R. & Rossi, M. General defocusing particle tracking: Fundamentals and uncertainty assessment. Exp. Fluids 61, 110 (2020).
doi: 10.1007/s00348-020-2937-5
Zhou, Y., Handley, M., Carles, G. & Harvey, A. R. Advances in 3D single particle localization microscopy. APL Photon. 4, 060901 (2019).
doi: 10.1063/1.5093310
Kovari, D. T., Dunlap, D., Weeks, E. R. & Finzi, L. Model-free 3D localization with precision estimates for brightfield-imaged particles. Opt. Express 27, 29875 (2019).
pubmed: 31684243
pmcid: 6825595
doi: 10.1364/OE.27.029875
Kao, H. P. & Verkman, A. S. Tracking of single fluorescent particles in three dimensions: use of cylindrical optics to encode particle position. Biophys. J. 67, 1291–1300 (1994).
pubmed: 7811944
pmcid: 1225486
doi: 10.1016/S0006-3495(94)80601-0
Taute, K. M., Gude, S., Tans, S. J. & Shimizu, T. S. High-throughput 3D tracking of bacteria on a standard phase contrast microscope. Nat. Commun. 6, 8776 (2015).
pubmed: 26522289
doi: 10.1038/ncomms9776
Klingbeil, F. et al. Evaluating and forecasting movement patterns of magnetically driven microbeads in complex geometries. Sci. Rep. 10, 1–12 (2020).
doi: 10.1038/s41598-020-65380-8
Koch, I. et al. Smart surfaces: Magnetically switchable light diffraction through actuation of superparamagnetic plate-like microrods by dynamic magnetic stray field landscapes. Adv. Opt. Mater. 6, 1800133 (2018).
doi: 10.1002/adom.201800133
Koch, I. et al. 3D arrangement of magnetic particles in thin polymer films assisted by magnetically patterned exchange bias layer systems. Part. Part. Syst. Charact. 38, 2100072 (2021).
doi: 10.1002/ppsc.202100072
Ueltzhöffer, T. et al. Magnetically patterned rolled-up exchange bias tubes: A paternoster for superparamagnetic beads. ACS Nano 10, 8491–8498 (2016).
pubmed: 27529182
doi: 10.1021/acsnano.6b03566
Ram, S., Prabhat, P., Chao, J., Ward, E. S. & Ober, R. J. High accuracy 3D quantum dot tracking with multifocal plane microscopy for the study of fast intracellular dynamics in live cells. Biophys. J. 95, 6025–6043 (2008).
pubmed: 18835896
pmcid: 2599831
doi: 10.1529/biophysj.108.140392
Santos, A. et al. Evaluation of autofocus functions in molecular cytogenetic analysis. J. Microsc. 188, 264–272 (1997).
pubmed: 9450330
doi: 10.1046/j.1365-2818.1997.2630819.x
Sun, Y., Duthaler, S. & Nelson, B. J. Autofocusing algorithm selection in computer microscopy. in 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 70–76 (IEEE Computer Society, 2005). https://doi.org/10.1109/IROS.2005.1545017
Pertuz, S., Puig, D. & Garcia, M. A. Analysis of focus measure operators for shape-from-focus. Pattern Recognit. 46, 1415–1432 (2013).
doi: 10.1016/j.patcog.2012.11.011
Pratt, W. K. Digital Image Processing. 750 (1978).
micromer-M. (2021). https://www.micromod.de/ .
Dynabeads M-270 Carboxylic Acid. (2021). https://www.thermofisher.com .
CISMM at UNC-CH; supported by the NIH NIBIB (NIH 5-P41-RR02170). Video Spot Tracker.
Donahue, M. J. & Porter, D. G. OOMMF User’s Guide, Version 1.0. (National Institute of Standards and Technology, 1999).