Abstract
Sub-diffraction limited localization of fluorescent emitters is a key goal of microscopy imaging. Here, we report that single upconversion nanoparticles, containing multiple emission centres with random orientations, can generate a series of unique, bright and position-sensitive patterns in the spatial domain when placed on top of a mirror. Supported by our numerical simulation, we attribute this effect to the sum of each single emitter’s interference with its own mirror image. As a result, this configuration generates a series of sophisticated far-field point spread functions (PSFs), e.g. in Gaussian, doughnut and archery target shapes, strongly dependent on the phase difference between the emitter and its image. In this way, the axial locations of nanoparticles are transferred into far-field patterns. We demonstrate a real-time distance sensing technology with a localization accuracy of 2.8 nm, according to the atomic force microscope (AFM) characterization values, smaller than 1/350 of the excitation wavelength.
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Introduction
Super-resolution localization of fluorescent emitters, particularly along the axial dimension, poses a key challenge in optical microscopy. Approaches based on excitation confinement are relatively straightforward. Total internal reflection fluorescence microscopy confines the excitation within a thin region above the substrate surface to achieve an axial resolution of 100–200 nm1. Single plane illumination microscopy uses the narrower lateral section of the excitation beam to achieve optical sectioning perpendicular to the axial direction, providing an axial resolution of 450–750 nm2. Axial interference is an efficient way to confine the excitation region and improve the axial resolution. I5M microscopy uses two opposing objectives with two incoherent illumination beams to interfere each other, together with image interference, so as to achieve 100 nm axial resolution3. Similarly, 4Pi microscopy uses the optical interference of two excitation focal spots to achieve an axial resolution of 75 nm4. Placing a mirror after the focal point will generate an isotropic excitation spot, due to the interference between the excitation and its reflection5, which confines the confocal PSF into a 110-nm spot6. Similar to the strategy by confining the excitation region, the confinement of emission regions also enhances the axial resolution. Supercritical angle fluorescence microscopy detects the emission above the critical angle of a medium interface, which creates an emission collection region of 100–200 nm above the interface. By applying an axial hollow depletion beam to deactivate the fluorophores near the focal point, stimulated emission depletion microscopy can achieve 150 nm axial resolution7.
Approaches by encoding the axial position information into the time domain are indirect ways, but often with higher axial localization accuracy. For example, in the time domain, metal- or graphene-induced energy transfer (MIET or gMIET) approaches rely on the lifetime measurement that is steeply dependent on distance, when fluorescent molecules are nearby a metal8 or graphene surface9. These methods provide an axial resolution from a few nanometers to the ångström level. However, the achievable localization accuracy is limited by the range of energy transfer interaction (L), following the relationship L/√N, where N is the budget of photons from a single molecule. For example, for MIET using gold or silver films, L ranges from ~150 to 200 nm, so that the localization accuracy for single molecules is around 5–6 nm at a photon budget of 1000 photons; for gMIET using a graphene substrate, L is reduced to ~20 nm, which explains why sub-nanometer localization accuracy can be achieved. These energy transfer-based technologies require the measuring sample closing to the substrate surface (e.g., <200 nm).
Approaches by encoding axial position information in the spectral domain, through emission’s self-interference (SELFI) effect, can provide a long axial sensing range. As spontaneous emission has a low degree of coherence, external references cannot be used, and therefore SELFI is the only way to manage the interference for the incoherent fluorescence. Spectral SELFI microscopy uses both the reflecting mirrors and large spacers (>10λ) to decode the vertical position of a fluorescent layer with high accuracy of 0.2 nm, achieved by measuring the spectrum fringes10,11. Mock et al. locate a gold nanoparticle above a metallic substrate to selectively enable the surface plasmon polariton and the localized surface plasmon. This, in turn, provides a distance-dependent spectrum profile, resulting in an axial resolution <1 nm12. While this method is restricted to metallic nanoparticle, substrate and the total internal reflectance illumination, its sensing range is limited to smaller than 100 nm. Transferring the axial information into the spectrum or time domain typically requires sophisticated time-resolved or spectra-analysis systems, which often limits the sensing speed for the 2D lifetime or spectrum mappings.
The axial position information can also be encoded into the optical phase variation. Shtengel et al. used a multi-path emission interferometric photoactivated localization microscopy to retrieve the position information from the phase information of the emitting photons, and achieved a sub-20 nm axial resolution13. Jouchet et al. developed a modulated localization (ModLoc) strategy using the amplitude-modulated LIDAR approach, and achieved a 7.5 nm axial resolution14. ModLoc is based on a lock-in four-imaging-channel system with interference excitation patterns to retrieve the phase information of the emitter. These methods require both the complicated interferometric arrangement and the phase retrieving systems.
Approaches based on emission PSF engineering can detect the axial position for a larger range. The PSF can be modulated by defocusing15, optical astigmatism16, and spatial light phase mask17,18. The localization can be achieved by measuring the PSF profile change. The recently reported approach, SELFI microscopy generates fluorescence SELFI within each detected PSF, so that in a single camera frame, parallel analysis of the quantitative fluorescence intensity and wavefront curvature can lead to both lateral and axial localization of single fluorescent molecules19 and video-rate tracking of quantum dots20. As these methods are too sensitive to the focus position, the focus drifting will affect the accuracy. Plasmonic coupling-induced polarization selection can also modify the PSF, however, the working range is limited (e.g., <40 nm)12.
Here, we present a concept for a single nanoparticle to achieve SELFI. We demonstrate how to transfer the axial position of a nanoparticle into the far-field lateral PSF, which enables axial distance sensing from 2D imaging to substantially simplify the sensing process. When placing the nanoparticle on a mirror, each of the emitted field components interferes with its reflected image and creates a characteristic far-field pattern that varies strongly with the phase difference between the emitter and its image. SELFI arises from superposing radiating dipoles with their own emission reflected from the mirror. To the best of our knowledge, the spatial distribution of the spontaneous emission’s SELFI from multiple emitters at the nanoscale has not been reported. Such a kind of SELFI leads to a fast, high-resolution, and anti-drift sensing method to accurately resolve the position of a single nanoparticle along the axial axis, and most importantly it is suitable for conventional widefield fluorescence microscopy setups without system modification requirement.
Results
Multi-emitters in lanthanide-doped upconversion nanoparticles (UCNPs)
To verify our approach, we choose lanthanide-doped UCNPs, co-doped with a network of multiple sensitizer and emitter ions21. In the typical process of photon upconversion, sensitizer ions (e.g., Yb3+) absorb the lower level energy excitation photons at near-infrared and transfer the sensitizer energy to their nearby emitter ions (e.g., Tm3+). It is the emitter ion with metastable intermediate states that can nonlinearly upconvert the energy onto the higher levels and eventually emit the anti-Stokes luminescence. In such a nanoscale system with a network of at least thousands of sensitizers and hundreds of emitters, the orientation of emitting dipoles are independent of the excitation field. A single UCNP can be highly doped with more than 104 ions, with each ion’s 4f atomic orbital being shielded22, to generate high brightness23,24,25, non-blinking and photo-bleaching resistant emissions. Their exceptional brightness and non-linear optical properties make UCNPs suitable as probes for single-molecule imaging26,27,28 and super-resolution imaging29,30. UCNPs can be a perfect model system to investigate multi-emitters’ SELFI, as they contain a dense cluster of isolated dipole emitters within a diffraction-limited spot. According to Borel’s law of large numbers, the emitters are randomly oriented to provide emissions from all three orthogonal dipole orientation components with statistically equal amplitude. Moreover, lanthanide ions have distinct narrow emission bands in their spectrum even at ambient conditions, which is favorable for optical SELFI that requires the caption of narrowband emission (see Supplementary Information Note 1).
Mirror induced emission self-interference effect
As shown in Fig. 1a, placing single UCNPs on a mirror substrate with a layer of SiO2 provides a defined phase difference between the direct emission and the emission reflected by the mirror. Though the electric field distribution radiated from a dipole near a substrate is well developed31, its far-field PSF is still challenged to be expressed as a mathematic formula. In order to understand the distance-dependent PSF under SELFI, we conducted a numerical simulation by finite element analysis (JCMwave, details in Supplementary Information Note 3). We calculated the far-field image pattern for an emission wavelength of 455 nm. Each UCNP contains many emitters that can be represented as emitting dipoles with random oscillation orientations. Statistically, the oscillation components of dipoles along the x, y, and z-axis should be equally weighted. Hence, in the simulation, we first use three emitting dipoles as sources with oscillation orientation at x-, y- and z-axis (x-dipole, y-dipole, and z-dipole) and incoherently add their emission. The 3D SELFI pattern of each dipole in the far-field is shown in Fig. 1a(i–iii). Two-dimensional cuts (x-y plane) at z = 0 for dipoles oriented along the x-, y-, and z-axes are similar to the traditional PSF for dipoles without the SELFI between their emission and the reflected emission32. However, in striking contrast to the traditional emission without SELFI, both x-dipole and y-dipole feature have a local intensity minimum along the z-axis, as shown at the z-x plane in Fig. 1a(i) and Fig. 1a(iii), respectively. The intensity minimum results from a destructive SELFI for each dipole with a spacing of 154.9 nm to the mirror surface. The z-dipole does not have a minimum along the z-axis, as its emission does not propagate along the z-axis. The total emission field from a nanoparticle is now calculated as the incoherent sum (with equal weights) of the SELFI field of x-, y-, and z-dipoles, as all spontaneous emission processes are expected to be uncorrelated. Figure 1b reveals a hollow ellipsoid three-dimensional shape, where its dark centre is due to destructive interference.
The simulated PSF also indicates a doughnut PSF at x-y plane, which matches with the experimental pattern (Fig. 1c) that is measured by widefield fluorescence image of UCNPs on mirror substrate (spacing is 154.9 nm). As the confocal microscopy confines the excitation PSF and the detection PSF through a pinhole, rather than the widefield emitting PSF, here we employ the simple widefield microscope (Supplementary Fig. 4) with the 980 nm excitation to image the spatial distribution of the SELFI induced PSF. As expected, by omitting SELFI the PSF of UCNPs on the SiO2 substrate alone shows a standard Gaussian distribution (Fig. 1d). We further confirm the SELFI effect by measuring the UCNPs’ fluorescence spectrum. Figure 1e shows the emission spectrum from a UCNP in the interferometric configuration. Compared to the emission spectrum from a UCNP on SiO2 substrate alone (Fig. 1f), there is a dramatic modification, in particular a decrease in 455 nm and an increase in the near-infrared band (700–800 nm). The spectral features thus confirm the occurrence of pronounced interference effects. The lifetime measurement results (Supplementary Fig. 7) confirm that the plasmonic quenching is negligible when the working range is larger than 75 nm. The numerical simulation of energy transfer (see Supplementary Information Note 4) indicates a small emission enhancement due to the plasmonic coupling, which has been considered during the simulation process. Notably, this characteristic feature produced by the SELFI effect is robust as it also appears at other wavelengths (see Supplementary Figs. 12 and 13).
Phase-dependent self-interference
Quantitative modeling of the observed self-interferent emission PSF is a multi-parameter problem. The accuracy will depend on the parameters, such as the wavelength, the emitter-to-mirror distance (e.g., modified Purcell factor and angular emission), the immersion media, the size of the nanoparticle (spatial coherence), the detected spectrum (temporal coherence), the quantum yield of the emitters, the excitation condition (e.g., beam profile and intensity), the optics setup (e.g., the numerical aperture and system aberration) and the entire photon upconversion process. Here we employ a simple model, three co-localized orthogonal dipoles radiating in front of a mirror with a single wavelength of emission, to capture the relevant physics, as this model can semi-quantitatively reproduce our experimental observations. We take this to illustrate the general applicability of the SELFI concept. For the in-depth discussions of the aforementioned effects, see Supplementary Information Note 4.
We now provide an analytic approach to give an idea of the behavior of the PSF patterns along the z-axis. The emission from a nanoparticle propagates to the mirror, is reflected and returns to the nanoparticle to interfere with the unreflected emission. The propagation distance induces a phase change (ϕZ). The field reflection of the emission at the interface between the beam propagating medium (SiO2) and the silver (Ag) surface induces an external phase shift ϕrefl, with an expression of \(\phi _{{\mathrm{refl}}} \,=\, \pi \,-\, {\mathrm{tan}}^{{\mathrm{ - 1}}}\left( {{\mathrm{imag}}\left( {\widetilde r} \right){\mathrm{/real}}\left( {\widetilde r} \right)} \right){\mathrm{;}}\,\widetilde r \,=\, ( {\widetilde n \,-\, \widetilde n_{{\mathrm{ag}}}} ){\mathrm{/}}( {\widetilde n \,+\, \widetilde n_{{\mathrm{ag}}}} )\) for a normal incident angle, according to the Fresnel law. Here \(\widetilde {\mathrm{n}}\) and \(\widetilde {\mathrm{n}}_{{\mathrm{ag}}}\) are the complex refractive index of the propagating medium and the silver mirror, respectively. For the nanoscale emitter, the Gouy phase ϕGouy has to be taken into account. The phase difference induced by the curvature of the emission’s wavefront is negligible here, due to the interference happens around the axial axis. Hence the total phase difference can be written as:
where ϕz = 4Δaπn/λ, λ is the emission wavelength, Δz is the distance between the UCNP and the mirror surface. The Gouy phase shift ϕGouy is given by33:
where zR is the Rayleigh range of the emission beam. Notably, the Gouy phase shift plays an important role here, for instance, a 154.9 nm distance will induce a phase shift of 0.23π, which modifies the interference type. According to Eq. (1), complete destructive interference and constructive interference occur when Δϕ = (j + 1)π and Δϕ = jπ respectively, j is an integer. These considerations match very well with the experimental results. For instance, when the spacing is around 71.6 and 154.9 nm, the total phase difference is 1.9π and 3.1π, resulting in constructive interference (Fig. 2ai, gi) and destructive interference (Fig. 2ci, ii), respectively. Note that the mirror will enhance the emission intensity by reflecting the otherwise undetected emission in a forward direction. However, the enhancement depends on the spacing distance, as the destructive interference may redirect more emissions beyond the maximum collecting angle given by the NA of the optical system (see Supplementary Fig. 14 for the details of the emission intensity variations).
Figure 2ai–fi, gi–li shows the numerical simulation of PSF at the x-y plane (z = 0) and the y-z plane (x = 0), respectively. The nanoparticles locate at the measuring focal plane where z = 0. As the distance increases, the PSF changes periodically from constructive to destructive interference. Figure 2aii–fii, gii–lii shows the experimental results of measured PSFs. These experimental results qualitatively match the numerical simulation, further confirming our interpretation of nanoscale SELFI. The experimental result shows a longer depth of field at the z-axis distribution of the intensity, which is due to the non-parallel excitation of the widefield beam. The slight discrepancy of 2D PSF shapes between the experimental and the simulated results are caused by the system aberration. Under constructive interference condition, the SELFI for dipoles with x- and y-orientation generates a bright spot at the middle position (Fig. 2aii, gii), while with destructive interference, they generate a dark spot (Fig. 2cii, iii) in both 2D and 3D PSF. Notably, Figure 2eii, fii resembles defocused emission patterns. However, the defocusing of far-field emission pattern from a point source cannot generate the unique semi-ellipsoid dark area in the 3D PSF34,35 (Fig. 2hii).
Not only is the narrow emission bandwidth crucial for nanoscale SELFI, the small size of UCNPs with high-density emitters is also mandatory, as larger structures would cause a blurring of the interference patterns. The average phase difference of light emitted from two emitters in a UCNP with a radius of 16.5 nm is only \(\phi_{{\mathrm{blur}}} = {\mathrm{2}}\pi \frac{R}{\lambda }{\mathrm{n\sim }}\pi /{\mathrm{10}}\) (λ = 455 nm, R is the average distance36), which does not prevent the observation of SELFI. Besides, the larger size of particles will result in a wider distribution of emitters along the z-axis, and thereby decreasing the gradient of the calibration curve (see Supplementary Information Note 4(3)).
Position-sensitive PSFs of nanoparticles’ self-interference
In Fig. 3, we illustrate how to extract quantitative features from the PSF and correlate them with the distance of the UCNP from the mirror surface. We use four parameters to distinguish different PSFs: (1) the outside full width at half maximum (Fig. 3g); (2) the full width at half maximum of the inner dip (Fig. 3h); (3) the area of the averaged cross-section (Area, Fig. 3i); (4) the ratio between the depth of the dip and the maximum value (Depth, Fig. 3j). The PSF from a single UCNP transforms from a Gaussian-like spot into a doughnut-like spot by varying the nanoparticle-mirror distance (Fig. 3a–f), which leads to four distinct curves of changes on these typical parameters (Fig. 3g–j). By establishing the calibration curves, we can precisely derive the nanoparticle-mirror distance. In particular, the areas with sharper changes in the curves indicate a better resolution for distance sensing. A cross-validation method is used to evaluate distance by taking all the four characterization curves into consideration, as shown in Supplementary Information Note 5 and Supplementary Fig. 19. The estimated localization resolutions across the different distance ranges are shown in Supplementary Fig. 20, where the sub-5 nm resolution can be achieved for the spacing ranges of 104–137, 160–186, and 282–365 nm (Supplementary Fig. 20c). Notably, the SELFI effect happens for a wide range of media, including water and air (see the simulation results in Supplementary Figs. 21 and 22), though the calibration curves are dependent on the refractive index of a media that modifies the phase of the reflected emission.
Axial distance sensing by lateral PSFs
Figure 4 further demonstrates that the nanoscale SELFI effect provides an opportunity in widefield video-rate distance sensing towards sub-3 nm resolution, according to Fig. 3g–j. Both lateral and axial locations of single UCNPs can be simultaneously determined by widefield images. By dispersing UCNPs on a stair structure (Fig. 4a), the particle-mirror spacing for Steps 1, 2, and 3 are first measured by atomic force microscopy as 104.7, 121.9, and 131.9 nm, respectively (Fig. 4b). Figure 4c(i–iii) shows the contrast of typical widefield fluorescence images. Due to the SELFI effect, a slight change in the thickness, e.g., as small as 10 nm, can lead to a significant change in the lateral PSF from a Gaussian to a doughnut shape. By using the four characteristic parameters of the PSF, excellent distance sensing results are achieved, as shown in Fig. 4d–g. According to the cross-validation method (Supplementary Fig. 19), the measured values for Step 1, 2, and 3 by our fluorescent SELFI method are 103.7 nm (Fig. 4d), 124.7 nm (Fig. 4d) and 130.8 nm (Fig. 4e), respectively, suggesting that the differences between our method and the AFM values are smaller than 2.8 nm. The resolution will be further improved by using PSF pattern recognition and machine learning. Remarkably, this method only requires a single frame with exposure time as short as 20 ms used in Fig. 4c, which provides an imaging/sensing frame rate as fast as 50 Hz. This shows the superior advantage for distance sensing, compared with technologies based on the single point scanning method, including the lifetime and spectrum-based methods8,37 that require the 2D sensing frame rate of 0.0046 Hz for a field of 50 μm by 50 μm. We further verify the resolving power of the method by measuring the heights of two batches of nanoparticles on the same substrate. As shown in Supplementary Fig. 23, the height of each particle could be resolved, and the measured average diameter difference between the two batches is 8 ± 4.8 nm which is close to the difference of 8.9 ± 2.8 nm verified by transmission electron microscope measurement (Supplementary Fig. 24).
Our method is immune to the detection defocusing (drifting of the stage), as the lateral PSF maintains its qualitative feature even with a large defocusing range, e.g., ±100 nm away from the centroid only leads to <5% variation on feature values (see Supplementary Note 7 and Supplementary Fig. 25). In Fig. 4h, we demonstrate a drifting immunized video-rate super-resolution 3D tracking of a UCNP in glycerol solution. During the long tracking period of 13 s, the cumulative displacement (Fig. 4i) of the nanoparticle shows a mono-phase diffusion, and the mean-square displacement (Fig. 4j) indicates a typical Brownian motion with a diffusion coefficient of D = 0.0174 μm2/s and diffusive exponent α of 0.991. The calculated viscosity based on the diffusion coefficient is 347.7 cP, matching well with the calibrated viscosity value of glycerol (93% weight)38. Compared with other PSF-based single-particle tracking methods, e.g., SELFI10 and 3dSTORM16, our method is immune to defocusing, and therefore does not require locking the visualizing plane to the origin focus plane. To experimentally demonstrate this advantage, we periodically moved the stage from 0 to 200 nm with the increment of 20 nm per frame to artificially induce large defocus drifts, and the accurate axial locations can still be extracted as shown in Fig. 4h. Hence our method has the potential for tracking fast motions of biomolecules in living cell or organ-on-a-chip environment.
Discussion
In summary, we demonstrated that upconversion emission SELFI from single highly doped UCNPs creates a series of unique PSF patterns that are highly sensitive to the distance between the emitter and a reflecting surface. By densely packing multiple emitters into a single nanoparticle, narrowband emissions with strong signal strength can be reached, so that far-field imaging and direct recognition of lateral PSFs becomes feasible. The lateral PSFs can be used to decode the axial position information for axial localization and tracking applications. Our preliminary results suggest a fast (50 Hz frame rate) widefield lateral PSF imaging can lead to axial localization sensing technology with an accuracy of 2.8 nm, verified by the AFM characterization values. Its detection speed is much faster than other SELFI-based methods based on mapping of the fluorescence spectrum39 or the lifetime40. Our tracking experiment also proves its robustness to the excitation focus drifting. The attainable working range of our method is up to 500 nm, as longer than 500 nm away from the mirror the intensity of the reflected emission from a single nanoparticle becomes too weak for SELFI. On the other hand, when the nanoparticle is too close to the mirror, e.g., smaller than 30 nm, the emission will subject to a quenching effect by the noble metal surface, which decreases the signal to noise ratio and thereby decreases the localization resolution. By taking the benefits of UCNPs, e.g., high photo-stability, multi-modalities in temperature sensing41, and PH sensing42, the technique demonstrated in this work can be used for multimodality single-particle tracking. The SELFI effect from a single nanoparticle may also provide a way to distinguish the orientation of a single dipole in real-time43.
Methods
Details and any associated references are provided in Supplementary Information.
Data availability
All the relevant data are available from the correspondence authors upon reasonable request. Source data are provided with this paper.
References
Axelrod, D. Cell-substrate contacts illuminated by total internal reflection fluorescence. J. Cell Biol. 89, 141–145 (1981).
Fu, Q., Martin, B. L., Matus, D. Q. & Gao, L. Imaging multicellular specimens with real-time optimized tiling light-sheet selective plane illumination microscopy. Nat. Commun. 7, 11088 (2016).
Gustafsson, M. G. L., Agard, D. A. & Sedat, J. W. I5M: 3D widefield light microscopy with better than 100nm axial resolution. J. Microsc. 195, 10–16 (1999).
Hell, S. W., Lindek, S., Cremer, C. & Stelzer, E. H. K. Measurement of the 4Pi‐confocal point spread function proves 75nm axial resolution. Appl. Phys. Lett. 64, 1335–1337 (1994).
Mudry, E., Le Moal, E., Ferrand, P., Chaumet, P. C. & Sentenac, A. Isotropic diffraction-limited focusing using a single objective lens. Phys. Rev. Lett. 105, 203903 (2010).
Yang, X. et al. Mirror-enhanced super-resolution microscopy. Light Sci. Appl. 5, e16134–e16134 (2016).
Hein, B., Willig, K. I. & Hell, S. W. Stimulated emission depletion (STED) nanoscopy of a fluorescent protein-labeled organelle inside a living cell. Proc. Natl Acad. Sci. 105, 14271–14276 (2008).
Chizhik, A. I., Rother, J., Gregor, I., Janshoff, A. & Enderlein, J. Metal-induced energy transfer for live cell nanoscopy. Nat. Photonics 8, 124–127 (2014).
Ghosh, A. et al. Graphene-based metal-induced energy transfer for sub-nanometre optical localization. Nat. Photonics 13, 860–865 (2019).
Moiseev, L., Unlu, M. S., Swan, A. K., Goldberg, B. B. & Cantor, C. R. DNA conformation on surfaces measured by fluorescence self-interference. Proc. Natl Acad. Sci. 103, 2623–2628 (2006).
de Groot, M., Evans, C. L. & de Boer, J. F. Self-interference fluorescence microscopy: three dimensional fluorescence imaging without depth scanning. Opt. Express 20, 15253 (2012).
Mock, J. J. et al. Distance-dependent plasmon resonant coupling between a gold nanoparticle and gold film. Nano Lett. 8, 2245–2252 (2008).
Shtengel, G. et al. Interferometric fluorescent super-resolution microscopy resolves 3D cellular ultrastructure. Proc. Natl Acad. Sci. USA 106, 3125–3130 (2009).
Jouchet, P. et al. Nanometric axial localization of single fluorescent molecules with modulated excitation. https://doi.org/10.1101/865865. (2019).
Schmidt, R. et al. Spherical nanosized focal spot unravels the interior of cells. Nat. Methods 5, 539–544 (2008).
Huang, B., Wang, W., Bates, M. & Zhuang, X. Three-dimensional super-resolution imaging by stochastic optical reconstruction microscopy. Science 319, 810–813 (2008).
Pavani, S. R. P. et al. Three-dimensional, single-molecule fluorescence imaging beyond the diffraction limit by using a double-helix point spread function. Proc. Natl Acad. Sci. 106, 2995–2999 (2009).
Weiss, L. E. et al. Three-dimensional localization microscopy in live flowing cells. Nat. Nanotechnol. 15, 500–506 (2020).
Bon, P. et al. Self-interference 3D super-resolution microscopy for deep tissue investigations. Nat. Methods 15, 449–454 (2018).
Linarès-Loyez, J. et al. Self-Interference (SELFI) microscopy for live super-resolution imaging and single particle tracking in 3D. Front. Phys. 7, 68 https://doi.org/10.3389/fphy.2019.00068 (2019).
Liu, D. et al. Three-dimensional controlled growth of monodisperse sub-50 nm heterogeneous nanocrystals. Nat. Commun. 7, 10254 (2016).
Wen, S. et al. Advances in highly doped upconversion nanoparticles. Nat. Commun. 9, 2415 (2018).
Nam, S. H. et al. Long-term real-time tracking of lanthanide ion doped upconverting nanoparticles in living. Cells Angew. Chem. Int. Ed. 50, 6093–6097 (2011).
Wang, F. et al. Simultaneous phase and size control of upconversion nanocrystals through lanthanide doping. Nature 463, 1061–1065 (2010).
Lay, A. et al. Bright, mechanosensitive upconversion with cubic-phase heteroepitaxial core–shell nanoparticles. Nano Lett. 18, 4454–4459 (2018).
Jin, D. et al. Nanoparticles for super-resolution microscopy and single-molecule tracking. Nat. Methods 15, 415–423 (2018).
Chen, C. et al. Multi-photon near-infrared emission saturation nanoscopy using upconversion nanoparticles. Nat. Commun. 9, 4–9 (2018).
Ostrowski, A. D. et al. Controlled synthesis and single-particle imaging of bright, sub-10 nm lanthanide-doped upconverting nanocrystals. ACS Nano 6, 2686–2692 (2012).
Zhan, Q. et al. Achieving high-efficiency emission depletion nanoscopy by employing cross relaxation in upconversion nanoparticles. Nat. Commun. 8, 1–11 (2017).
Liu, Y. et al. Super‐resolution mapping of single nanoparticles inside tumor spheroids. Small 16, 1905572 (2020).
Novotny, L. & Hecht, B. Dipole emission near planar interfaces. in Principles of Nano-Optics 335–362 (Cambridge University Press, 2012). https://doi.org/10.1017/CBO9780511813535.011.
Agrawal, A., Quirin, S., Grover, G. & Piestun, R. Limits of 3D dipole localization and orientation estimation for single-molecule imaging: towards Green’s tensor engineering. Opt. Express 20, 26667 (2012).
Hwang, J. & Moerner, W. E. Interferometry of a single nanoparticle using the Gouy phase of a focused laser beam. Opt. Commun. 280, 487–491 (2007).
Born, M., Wolf, E. & Bhatia, A. B. Principles of Optics: Electromagnetic Theory of Propagation, Interference and Diffraction of Light. (Cambridge University Press, 2000).
Wu, Y. et al. Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning. Nat. Methods 16, 1323–1331 (2019).
Lund, O. et al. Protein distance constraints predicted by neural networks and probability density functions. Protein Eng. 10, 1241–1248 (1997).
Sick, B., Hecht, B. & Novotny, L. Orientational imaging of single molecules by annular illumination. Phys. Rev. Lett. 85, 4482–4485 (2000).
Segur, J. B. & Oberstar, H. E. Viscosity of glycerol and its aqueous solutions. Ind. Eng. Chem. 43, 2117–2120 (1951).
Swan, A. K. et al. Toward nanometer-scale resolution in fluorescence microscopy using spectral self-interference. IEEE J. Sel. Top. Quantum Electron. 9, 294–300 (2003).
Karedla, N. et al. Single-molecule metal-induced energy transfer (smMIET): resolving nanometer distances at the single-molecule level. ChemPhysChem 15, 705–711 (2014).
Mi, C., Zhou, J., Wang, F., Lin, G. & Jin, D. Ultrasensitive ratiometric nanothermometer with large dynamic range and photostability. Chem. Mater. 31, 9480–9487 (2019).
Arppe, R. et al. Photon upconversion sensitized nanoprobes for sensing and imaging of pH. Nanoscale 6, 6837–6843 (2014).
Wang, M. et al. Polarization-based super-resolution imaging of surface-enhanced Raman scattering nanoparticles with orientational information. Nanoscale 10, 19757–19765 (2018).
Xu, X. et al. Optimising passivation shell thickness of single upconversion nanoparticles using a time-resolved spectrometer. APL Photonics 4, 026104 (2019).
Acknowledgements
This work was supported by the Australian Research Council Discovery Project (DP190101058—F.W.), Australia-China Joint Research Centre for Point-of-Care Testing (ACSRF65827, SQ2017YFGH001190), Science and Technology Innovation Commission of Shenzhen (KQTD20170810110913065), National Natural Science Foundation of China (NSFC, 61729501, 51720105015), the Australian Research Council DECRA Fellowship (DE200100074—F.W.), and China Scholarship Council (Y.L.: No. 201607950010). This work was performed in part at the NSW Node of the Australian National Fabrication Facility. We thank A/Prof. Aleksandra Radenovic, Dr. Mathieu L Juan, Dr. Arti Agrawal, Mr. Niko Nikolay for discussion. O.B. acknowledges the UTS Distinguished Visiting Scholars scheme. O.B. and G.K. acknowledge funding by the Deutsche Forschungsgemeinschaft (DFG)—project number 182087777—SFB 951 (project B2, B18, and A12). S.B. acknowledges funding by DFG under Germany’s Excellence Strategy—The Berlin Mathematics Research Center MATH+ (EXC-2046/1, project ID: 390685689).
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Z.Z. first observed the mirror-engineered emission PSFs of single upconversion nanoparticles. F.W., D.J., and Y.L. designed experiments. Y.L., Z.Z., F.W., J.Y., and X.Y. conducted the optical setup and performed the optical experiments. G.K., F.W., Y.L., S.B., O.B., and P.X. built the theoretical model. S.W. synthesized the upconversion nanoparticles. M.E.W., Z.Z., and Y.L. prepared the mirror samples. Y.L., F.W., and D.J. analyzed the results, prepared the figures, and wrote the manuscript. All authors participated in the editing of the manuscript. F.W., D.J., and O.B. supervised this project.
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Liu, Y., Zhou, Z., Wang, F. et al. Axial localization and tracking of self-interference nanoparticles by lateral point spread functions. Nat Commun 12, 2019 (2021). https://doi.org/10.1038/s41467-021-22283-0
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DOI: https://doi.org/10.1038/s41467-021-22283-0
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