Abstract
Surface lattice resonances (SLRs) in metasurfaces have become a transformative platform for subwavelength optical devices. However, current high quality-factor (high-Q) SLR implementations are fundamentally limited by their dependence on homogeneous dielectric environments. To overcome this limitation, we introduce guided-surface lattice resonances (gSLRs) by integrating nanoparticle arrays within slab waveguides. This configuration facilitates efficient coupling between scattered light and Bloch modes, enabling high-Q multimodal resonances even in index-discontinuous environments, realizing a quality-factor (Q-factor) of 1489. The coupling strength and resonance intensity of these multimodal gSLRs can be continuously modulated by adjusting the vertical displacement of the nanoparticle arrays within the slab layers. To augment the sensitivity to local dielectric variations, we investigate gSLRs in metasurfaces integrated with metallic substrates, demonstrating suitability for biosensors. A mathematical sensing model, incorporating biochemical reaction kinetics and optical responses, is established and validated through bovine serum albumin (BSA) sensing, achieving a limit-of-detection as low as 0.65 pM.
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References
Ciracì, C. et al. Probing the ultimate limits of plasmonic enhancement. Science 337, 1702–1706 (2012).
Aslam, U., Rao, V. G., Chavez, S. & Linic, S. Catalytic conversion of solar to chemical energy on plasmonic metal nanostructures. Nat. Catal. 1, 656–665 (2018).
Ma, X, Dai, Y., Yu, L. & Huang, B. Energy transfer in plasmonic photocatalytic composites. Light.: Sci. Appl 5, e16017 (2016).
Zhang, C. et al. Quantum plasmonics pushes chiral sensing limit to single molecules: a paradigm for chiral biodetections. Nat. Commun. 15, 2 (2024).
Herkert, E. K. et al. Hybrid plasmonic nanostructures for enhanced single-molecule detection sensitivity. ACS Nano 17, 8453–8464 (2023).
Zhang, C. et al. Plasmonic nanoneedle arrays with enhanced hot electron photodetection for near-IR imaging. Adv. Funct. Mater. 33, 2304368 (2023).
Zang, F. et al. Ultrasensitive Ebola virus antigen sensing via 3D nanoantenna arrays. Adv. Mater. 31, e1902331 (2019).
Neubrech, F., Huck, C., Weber, K., Pucci, A. & Giessen, H. Surface-enhanced infrared spectroscopy using resonant nanoantennas. Chem. Rev. 117, 5110–5148 (2017).
Ma, H. et al. Surface-enhanced Raman spectroscopy: current understanding, challenges, and opportunities. ACS Nano 18, 14000–14019 (2024).
Wang, B. et al. High-Q plasmonic resonances: fundamentals and applications. Adv. Opt. Mater. 9, 2001520 (2021).
Auguié, B. & Barnes, W. L. Collective resonances in gold nanoparticle arrays. Phys. Rev. Lett. 101, 143902 (2008).
Kravets, V. G., Kabashin, A. V., Barnes, W. L. & Grigorenko, A. N. Plasmonic surface lattice resonances: a review of properties and applications. Chem. Rev. 118, 5912–5951 (2018).
Cherqui, C., Bourgeois, M. R., Wang, D. & Schatz, G. C. Plasmonic surface lattice resonances: theory and computation. Acc. Chem. Res 52, 2548–2558 (2019).
Bin-Alam, M. S. et al. Ultra-high-Q resonances in plasmonic metasurfaces. Nat. Commun. 12, 974 (2021).
Yang, A. et al. Real-time tunable lasing from plasmonic nanocavity arrays. Nat. Commun. 6, 6939 (2015).
Wang, D. et al. Band-edge engineering for controlled multi-modal nanolasing in plasmonic superlattices. Nat. Nanotechnol. 12, 889–894 (2017).
Fernandez-Bravo, A. et al. Ultralow-threshold, continuous-wave upconverting lasing from subwavelength plasmons. Nat. Mater. 18, 1172–1180 (2019).
Guan, J. et al. Plasmonic nanoparticle lattice devices for white-light lasing. Adv. Mater. 35, 2103262 (2021).
Väkeväinen, A. I. et al. Plasmonic surface lattice resonances at the strong coupling regime. Nano Lett. 14, 1721–1727 (2013).
Hakala, T. K. et al. Lasing in dark and bright modes of a finite-sized plasmonic lattice. Nat. Commun. 8, 13687 (2017).
Tabataba-Vakili, F. et al. Metasurface of strongly coupled excitons and nanoplasmonic arrays. Nano Lett. 24, 10090–10097 (2024).
Chakraborty, A. et al. Broadband four-wave mixing enhanced by plasmonic surface lattice resonance and localized surface plasmon resonance in an azimuthally chirped grating. Laser Photonics Rev. 17, 2200958 (2023).
Han, A. et al. Second harmonic generation in metasurfaces with multipole resonant coupling. Nanophotonics 9, 3545–3556 (2020).
Auguié, B., Bendaña, X. M., Barnes, W. L. & García de Abajo, F. J. Diffractive arrays of gold nanoparticles near an interface: critical role of the substrate. Phys. Rev. B 82, 155447 (2010).
Mahi, N. et al. In Depth investigation of lattice plasmon modes in substrate-supported gratings of metal monomers and dimers. J. Phys. Chem. C. 121, 2388–2401 (2017).
Altug, H. et al. Advances and applications of nanophotonic biosensors. Nat. Nanotechnol. 17, 5–16 (2022).
Yesilkoy, F. et al. Ultrasensitive hyperspectral imaging and biodetection enabled by dielectric metasurfaces. Nat. Photonics 13, 390–396 (2019).
Zhao, Z. et al. Hyperspectral metachip-based 3D spatial map for cancer cell screening and quantification. Adv. Mater. 37, 2412738 (2025).
Braik, M. et al. Lattice plasmon modes in an asymmetric environment: from far-field to near-field optical properties. JOSA B 36, 36–41 (2019).
Men, D. et al. Surface lattice resonance in an asymmetric air environment of 2D Au near-spherical nanoparticle arrays: impact of nanoparticle size and its sensitivity. J. Mater. Chem. C. 12, 3254 (2024).
Yang, H. et al. Detailed formation mechanism of sharp plasmonic lattice modes on Au hemi-ellipsoid arrays in inhomogeneous environment. J. Phys. D Appl Phys. 56, 455105 (2023).
Reshef, O. et al. Multiresonant high-Q plasmonic metasurfaces. Nano Lett. 19, 6429–6434 (2019).
Li, L. & Wu, W. Bimodal surface lattice resonance sensing based on asymmetric metasurfaces. Appl Phys. Lett. 124, 071701 (2024).
Chen, C., Wang, G., Zhang, Z. & Zhang, K. Dual narrow-band absorber based on metal–insulator–metal configuration for refractive index sensing. Opt. Lett. 43, 3630 (2018).
Li, Y. et al. Ultra-narrow band perfect absorbance induced by magnetic lattice resonances in dielectric dimer metamaterials. Results Phys. 39, 105730 (2022).
Guo, R. et al. High-quality resonances from plasmonic nanoparticle lattices under normal incidence. J. Phys. Chem. C. 128, 11298–11305 (2024).
Cheng, P. et al. Aluminum surface lattice resonances for enhanced near-infrared performance in asymmetric environments. Nanoscale 17, 21640–21648 (2025).
Chen, J. et al. Dielectric waveguide-enhanced localized surface plasmon resonance refractive index sensing. Opt. Mater. Express 8, 342–347 (2018).
Sultan, M. A. et al. Experimental and theoretical investigation of waveguided plasmonic surface lattice resonances. Opt. Express 30, 37846–37862 (2022).
Zhang, Z. et al. Rayleigh anomaly-enabled mode hybridization in gold nanohole arrays by scalable colloidal lithography for highly-sensitive biosensing. Nanophotonics 11, 507–517 (2022).
Kang, L. et al. Label-free plasmonic-based biosensing using a gold nanohole array chip coated with a wafer-scale deposited WS2 monolayer. RSC Adv. 12, 33284 (2022).
Li, H. et al. Scalable manufacturing of low-symmetry plasmonic nanospindle arrays with tunable surface lattice resonance. ACS Nano 19, 7391–7400 (2025).
Deng, S. et al. Ultranarrow plasmon resonances from annealed nanoparticle lattices. Proc. Natl. Acad. Sci. USA 117, 23380–23384 (2020).
Yang, F. et al. Fabrication of centimeter-scale plasmonic nanoparticle arrays with ultranarrow surface lattice resonances. ACS Nano 17, 725–734 (2022).
Utyushev, A. D., Zakomirnyi, V. I. & Rasskazov, I. L. Collective lattice resonances: plasmonics and beyond. Rev. Phys. 6, 100051 (2021).
Huang, L. et al. Ultrahigh-Q guided mode resonances in an all-dielectric metasurface. Nat. Commun. 14, 3433 (2023).
Qi, X., Pérez, L. A., Alonso, M. I. & Mihi, A. High Q-factor plasmonic surface lattice resonances in colloidal nanoparticle arrays. ACS Appl. Mater. Interfaces 16, 1259–1267 (2023).
Tanaka, T., Lee, J. & Scheller, P. R. in Treatise on Process Metallurgy 61-77 (Elsevier, 2014).
Guan, J. et al. Far-field coupling between moiré photonic lattices. Nat. Nanotechnol. 18, 514–520 (2023).
Wang, D., Guan, J., Hu, J., Bourgeois, M. R. & Odom, T. W. Manipulating light–matter interactions in plasmonic nanoparticle lattices. Acc. Chem. Res 52, 2997–3007 (2019).
Zhao, G. et al. Unidirectional lasing from mirror-coupled dielectric lattices. Nano Lett. 24, 3378–3385 (2024).
Quaranta, G., Basset, G., Martin, O. J. F. & Gallinet, B. Recent advances in resonant waveguide gratings. Laser Photonics Rev. 12, 1800017 (2018).
Fang, J. et al. Million-Q free space meta-optical resonator at near-visible wavelengths. Nat. Commun. 15, 10431 (2024).
Guo, R., Hakala, T. K. & Törmä, P. Geometry dependence of surface lattice resonances in plasmonic nanoparticle arrays. Phys. Rev. B 95, 155423 (2017).
Castellanos, G. W., Bai, P. & Gómez Rivas, J. Lattice resonances in dielectric metasurfaces. J. Appl Phys. 125, 213105 (2019).
Törmä, P. et al. Ultra-strong polarization dependence of surface lattice resonances with out-of-plane plasmon oscillations. Opt. Express 24, 11 (2016).
Kataja, M. et al. Surface lattice resonances and magneto-optical response in magnetic nanoparticle arrays. Nat. Commun. 6, 7072 (2015).
Ramezani, M., Lozano, G., Verschuuren, M. A. & Gómez-Rivas, J. Modified emission of extended light emitting layers by selective coupling to collective lattice resonances. Phys. Rev. B 94, 125406 (2016).
Yang, J., Hugonin, J.-P. & Lalanne, P. Near-to-far field transformations for radiative and guided waves. ACS Photonics 3, 395–402 (2016).
Yao, K. et al. Tuning multipolar mie scattering of particles on a dielectric-covered mirror. ACS Nano 18, 16545–16555 (2024).
Chikkaraddy, R. et al. How ultranarrow gap symmetries control plasmonic nanocavity modes: from cubes to spheres in the nanoparticle-on-mirror. ACS Photonics 4, 469–475 (2017).
Huang, Y., Ma, L., Li, J. & Zhang, Z. Nanoparticle-on-mirror cavity modes for huge and/or tunable plasmonic field enhancement. Nanotechnology 28, 105203 (2017).
Huang, C. et al. Flexible/regenerative nanosensor with automatic sweat collection for cytokine storm biomarker detection. ACS Nano 18, 21198–21210 (2024).
Hao, Z., Pan, Y., Shao, W., Lin, Q. & Zhao, X. Graphene-based fully integrated portable nanosensing system for on-line detection of cytokine biomarkers in saliva. Biosens. Bioelectron. 134, 16–23 (2019).
Acknowledgements
Y.P. acknowledges the funding support of State Key Laboratory of Robots and Systems (Grant No. SKLRS202505B) and Natural Science Foundation of Heilongjiang Province (Grant No. YQ2022E23). X.D. acknowledges funding from National Natural Science Foundation of China (Grant No. 62275063). Y.Z. acknowledges the funding support of Temple Foundation Endowed Teaching Fellowship in Engineering #2.
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S.H., X.D., and Y.P. conceived the idea and conducted the experiments. S.H. and K.Y. performed the simulations. H.W. contributed to the figure set. S.H., K.Y., X.D., W.H., X.Z., Y.Z., and Y.P. analyzed the experimental results. All the authors contributed to the preparation of the manuscript.
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Huang, S., Yao, K., Wang, H. et al. High-Q multimodal guided-surface lattice resonances in index-discontinuous environments. Nat Commun (2026). https://doi.org/10.1038/s41467-026-71583-w
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DOI: https://doi.org/10.1038/s41467-026-71583-w


