journal article·2025Open access

Optical label-free microscopy characterization of dielectric nanoparticles

Berenice García Rodríguez, Erik Olsén, Fredrik Skärberg, Giovanni Volpe, Fredrik Höök, Daniel Sundås Midtvedt

Nanoscale· Volume 17· Issue 14

Abstract

In order to relate nanoparticle properties to function, fast and detailed particle characterization is needed. The ability to characterize nanoparticle samples using optical microscopy techniques has drastically improved over the past few decades; consequently, there are now numerous microscopy methods available for detailed characterization of particles with nanometric size. However, there is currently no "one size fits all" solution to the problem of nanoparticle characterization. Instead, since the available techniques have different detection limits and deliver related but different quantitative information, the measurement and analysis approaches need to be selected and adapted for the sample at hand. In this tutorial, we review the optical theory of single particle scattering and how it relates to the differences and similarities in the quantitative particle information obtained from commonly used label-free microscopy techniques, with an emphasis on nanometric (submicron) sized dielectric particles. Particular emphasis is placed on how the optical signal relates to mass, size, structure, and material properties of the detected particles and to its combination with diffusivity-based particle sizing. We also discuss emerging opportunities in the wake of new technology development, including examples of adaptable python notebooks for deep learning image analysis, with the ambition to guide the choice of measurement strategy based on various challenges related to different types of nanoparticle samples and associated analytical demands.
Source: openalex_inverted_index · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Near-Field Optical Microscopy · Nanofabrication and Lithography Techniques · Force Microscopy Techniques and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Physics, University of Gothenburg, Gothenburg, Sweden

Department of Physics, Chalmers University of Technology, Gothenburg, Sweden

Funding

Vetenskapsrådet · Knut och Alice Wallenbergs Stiftelse · H2020 European Research Council

References (97)

Show source-provided references
1. Jindal · Int. J. Pharm. · 2017 · 532 · 45010.1016/j.ijpharm.2017.09.028 ↗
2. Chandrakala · Emergent Mater. · 2022 · 5 · 159310.1007/s42247-021-00335-x ↗
3. Chen · Chem. Rev. · 2016 · 116 · 282610.1021/acs.chemrev.5b00148 ↗
4. Oliveira · Wiley Interdiscip. Rev.: Nanomed. Nanobiotechnol. · 2023 · 15 · e1836
5. Luque · Nat. Chem. Biol. · 2020 · 16 · 23110.1038/s41589-020-0477-1 ↗
6. Stetefeld · Biophys. Rev. · 2016 · 8 · 40910.1007/s12551-016-0218-6 ↗
7. Wyatt · Anal. Chim. Acta · 1993 · 272 · 110.1016/0003-2670(93)80373-S ↗
8. Wyatt · J. Colloid Interface Sci. · 1998 · 197 · 910.1006/jcis.1997.5215 ↗
9. Chan · J. Pharm. Sci. · 2023 · 237110.1016/j.xphs.2023.07.002 ↗
10. Rabanel · Nanoscale · 2019 · 11 · 38310.1039/C8NR04916E ↗
11. Siedentopf · Ann. Phys. · 1902 · 315 · 110.1002/andp.19023150102 ↗
12. Priest · Chem. Rev. · 2021 · 121 · 1193710.1021/acs.chemrev.1c00271 ↗
13. van der Pol · Nano Lett. · 2014 · 14 · 619510.1021/nl503371p ↗
14. Midtvedt · Anal. Chem. · 2019 · 92 · 190810.1021/acs.analchem.9b04101 ↗
15. Kashkanova · Nat. Methods · 2022 · 19 · 58610.1038/s41592-022-01460-z ↗
16. Špačková · Nat. Methods · 2022 · 1
17. Bian · Soft Matter · 2016 · 12 · 633110.1039/C6SM01153E ↗
18. Filipe · Pharm. Res. · 2010 · 27 · 79610.1007/s11095-010-0073-2 ↗
19. Midtvedt · ACS Nano · 2021 · 15 · 224010.1021/acsnano.0c06902 ↗
20. Ortiz-Orruño · ACS Nano · 2023 · 17 · 22110.1021/acsnano.2c06883 ↗
21. Nguyen · Small · 2023 · 2304564
22. Altman · Soft Matter · 2023 · 19 · 300210.1039/D2SM01283A ↗
23. Olsén · Nano Lett. · 2024 · 24 · 187410.1021/acs.nanolett.3c03539 ↗
24. C. F.Bohren and D. R.Huffman , Absorption and scattering of light by small particles , John Wiley & Sons , 2008
25. Adhikari · ACS Nano · 2020 · 14 · 1641410.1021/acsnano.0c07638 ↗
26. Zangle · Nat. Methods · 2014 · 11 · 122110.1038/nmeth.3175 ↗
27. Young · Science · 2018 · 360 · 42310.1126/science.aar5839 ↗
28. Thiele · Nat. Photonics · 2024 · 1
29. Fu · Nat. Commun. · 2013 · 4 · 152710.1038/ncomms2538 ↗
30. Erickson · Biol. Proced. Online · 2009 · 11 · 3210.1007/s12575-009-9008-x ↗
31. Ma · Nat. Commun. · 2020 · 11 · 476810.1038/s41467-020-18547-w ↗
32. Tian · Anal. Chem. · 2022 · 94 · 1429910.1021/acs.analchem.2c02833 ↗
33. Brittain IV · Sci. Rep. · 2019 · 9 · 1603910.1038/s41598-019-52366-4 ↗
34. Nikitin · PLoS One · 2015 · 10 · 110.1371/journal.pone.0142415 ↗
35. Mildner · Eur. J. Pharm. Biopharm. · 2021 · 163 · 25210.1016/j.ejpb.2021.03.004 ↗
36. Tenchov · ACS Nano · 2021 · 15 · 1698210.1021/acsnano.1c04996 ↗
37. Wang · J. Pharm. Sci. · 2016 · 105 · 107410.1016/j.xphs.2015.12.018 ↗
38. Amin · Curr. Opin. Colloid Interface Sci. · 2014 · 19 · 43810.1016/j.cocis.2014.10.002 ↗
39. van der Pol · J. Thromb. Haemostasis · 2010 · 8 · 259610.1111/j.1538-7836.2010.04074.x ↗
40. Dolai · ACS Appl. Nano Mater. · 2021 · 4 · 647110.1021/acsanm.1c00987 ↗
41. Fischer · Protein Sci. · 2004 · 13 · 282510.1110/ps.04688204 ↗
42. Young · Science · 2018 · 360 · 42310.1126/science.aar5839 ↗
43. S. A.Maier , et al. , Plasmonics: fundamentals and applications , Springer , 2007 , vol. 110.1007/0-387-37825-1 ↗
44. Deng · Sci. Rep. · 2017 · 7 · 589310.1038/s41598-017-06215-x ↗
45. Chaumet · Light: Sci. Appl. · 2024 · 13 · 28810.1038/s41377-024-01619-7 ↗
46. Ozcan · Annu. Rev. Biomed. Eng. · 2016 · 18 · 7710.1146/annurev-bioeng-092515-010849 ↗
47. Chandler · J. Opt. Soc. Am. A · 2019 · 36 · 134610.1364/JOSAA.36.001346 ↗
48. J. W.Goodman , Introduction to Fourier optics , Roberts and Company publishers , 2005
49. J.Peatross and M.Ware , Physics of light and optics , Brigham Young University, Department of Physics Brigham , 2011
50. Khadir · J. Opt. Soc. Am. A · 2019 · 36 · 47810.1364/JOSAA.36.000478 ↗
51. Kim · Sci. Rep. · 2019 · 9 · 110.1038/s41598-018-37186-2 ↗
52. Dragovic · Nanomedicine · 2011 · 7 · 78010.1016/j.nano.2011.04.003 ↗
53. Ortiz-Orruño · Nano Lett. · 2020 · 21 · 31710.1021/acs.nanolett.0c03699 ↗
54. Sowa · Rev. Sci. Instrum. · 2010 · 81 · 11370410.1063/1.3495960 ↗
55. Weigel · ACS Photonics · 2014 · 1 · 84810.1021/ph500138u ↗
56. Ueno · Biophys. J. · 2010 · 98 · 201410.1016/j.bpj.2010.01.011 ↗
57. Zhang · Nat. Commun. · 2022 · 13 · 229810.1038/s41467-022-30046-8 ↗
58. Sjöberg · Nano Lett. · 2021 · 21 · 462210.1021/acs.nanolett.1c00644 ↗
59. Goto · Opt. Lett. · 2015 · 40 · 334410.1364/OL.40.003344 ↗
60. Cole · ACS Photonics · 2017 · 4 · 21110.1021/acsphotonics.6b00912 ↗
61. Cheng · Nanoscale · 2019 · 11 · 56810.1039/C8NR06789A ↗
62. Kowal · ACS Nano · 2024 · 18 · 1038810.1021/acsnano.3c09221 ↗
63. Zernike · Science · 1955 · 121 · 34510.1126/science.121.3141.345 ↗
64. E.Olsén , B.Midtvedt , A.González , F.Eklund , K.Ranoszek-Soliwoda , J.Grobelny , G.Volpe , M.Krzyzowska , F.Höök and D.Midtvedt , Label-free optical quantification of material composition of suspended virus-gold nanoparticle complexes, arXiv , 2024 , preprint, arXiv:2304.07636, 10.48550/arXiv.2304.0763610.48550/arXiv.2304.07636 ↗
65. Lindfors · Phys. Rev. Lett. · 2004 · 93 · 03740110.1103/PhysRevLett.93.037401 ↗
66. Taylor · Nano Lett. · 2019 · 19 · 482710.1021/acs.nanolett.9b01822 ↗
67. Khadir · Optica · 2020 · 7 · 24310.1364/OPTICA.381729 ↗
68. Kim · SPIE Rev. · 2010 · 1 · 018005
69. Cuche · Appl. Opt. · 1999 · 38 · 699410.1364/AO.38.006994 ↗
70. Saemisch · Nano Lett. · 2021 · 21 · 402110.1021/acs.nanolett.1c00866 ↗
71. Sorensen · Aerosol Sci. Technol. · 2001 · 35 · 64810.1080/02786820117868 ↗
72. Hallett · Biophys. J. · 1991 · 59 · 35710.1016/S0006-3495(91)82229-9 ↗
73. Guerra · Nano Lett. · 2019 · 19 · 553010.1021/acs.nanolett.9b02066 ↗
74. Vala · J. Phys. D: Appl. Phys. · 2021 · 54 · 20400110.1088/1361-6463/abe669 ↗
75. Becker · ACS Photonics · 2023 · 10 · 269910.1021/acsphotonics.3c00422 ↗
76. Hannestad · Proc. Natl. Acad. Sci. U. S. A. · 2020 · 117 · 1417810.1073/pnas.1914670117 ↗
77. Dong · J. Phys. D: Appl. Phys. · 2021 · 54 · 39400210.1088/1361-6463/ac0f22 ↗
78. Midtvedt · Nat. Commun. · 2019 · 10 · 34010.1038/s41467-018-08207-5 ↗
79. Midtvedt · Nat. Commun. · 2022 · 13 · 749210.1038/s41467-022-35004-y ↗
80. Manzo · Rep. Prog. Phys. · 2015 · 78 · 12460110.1088/0034-4885/78/12/124601 ↗
81. Chenouard · Nat. Methods · 2014 · 11 · 28110.1038/nmeth.2808 ↗
82. Chaumet · J. Opt. Soc. Am. A · 2021 · 38 · 184110.1364/JOSAA.432685 ↗
83. Hitzelhammer · ACS Photonics · 2024 · 11 · 274510.1021/acsphotonics.4c00621 ↗
84. Rishi · Int. J. Comput. Sci. Commun. Netw. · 2015 · 4 · 23
85. Midtvedt · Appl. Phys. Rev. · 2021 · 8 · 01131010.1063/5.0034891 ↗
86. Meiniel · IEEE Trans. Image Process. · 2018 · 27 · 384210.1109/TIP.2018.2819821 ↗
87. Bianco · Light: Sci. Appl. · 2018 · 7 · 4810.1038/s41377-018-0050-9 ↗
88. Baffou · ACS Nano · 2012 · 6 · 245210.1021/nn2047586 ↗
89. Kashkanova · J. Extracell. Vesicles · 2023 · 12 · 1234810.1002/jev2.12348 ↗
90. Debye · J. Phys. Chem. · 1947 · 51 · 1810.1021/j150451a002 ↗
91. Dahmardeh · Nat. Methods · 2023 · 1
92. Denis · Int. J. Comput. Vis. · 2015 · 115 · 25310.1007/s11263-015-0817-x ↗
93. Mahmoudi · Nat. Rev. Mater. · 2023 · 8 · 42210.1038/s41578-023-00552-2 ↗
94. Höök · Res. Sq. · 202410.21203/rs.3.rs-4713578/v1 ↗
95. Li · ACS Nano · 2023 · 17 · 97910.1021/acsnano.2c06213 ↗
96. Küppers · Nat. Commun. · 2023 · 14 · 196210.1038/s41467-023-37497-7 ↗
97. Hsiao · Opt. Express · 2022 · 30 · 4523310.1364/OE.471935 ↗