biostudies-literatureZhang YNational Natural Science Foundation of Chinae10624https://www.ebi.ac.uk/biostudies/studies/S-EPMC12631817biostudies-literatureUnknown12(43)Lanthanide-doped upconversion nanoparticles (UCNPs) are promising bioimaging probes due to their exceptional photostability and minimal background interference. However, their limited single-particle brightness has hindered broader applications. The study addresses this challenge by enhancing energy migration (EM) between sensitizer Yb³⁺ to improve energy transfer efficiency to emitter Er³⁺. Nanoparticles are designed with a sensitizer/emitter-segregated core-shell-shell architecture (NaLu_0.9Er_0.1F₄@NaYbF₄@NaLuF₄) to inhibit back energy transfer (BET) and then increased Yb³⁺ doping levels (NaLu_0.9-xYb_xEr_0.1F₄@NaYbF₄@NaLuF₄) to enhance EM into the core. UCNPs with an alloy-core of NaYb_0.9Er_0.1F₄ exhibited the brightest upconversion luminescence, achieving over a tenfold enhancement compared to NaLu_0.9Er_0.1F₄-core counterparts, highlighting the importance of EM. Further optimization of the Yb³⁺/Er³⁺ ratio and inert shell thickness (NaLuF₄) maximized single-particle brightness. These optimized UCNPs enabled long-term tracking of axonal transport in live dorsal root ganglion (DRG) neurons. Using a Bayesian Hidden Markov Model, it quantitatively characterized resolved heterogeneous motion states and annotated trajectories with local spatiotemporal dynamics of retrograde, anterograde, and diffusive motions. The analysis revealed a kinesin-dynein coordination mechanism, where anterograde motion facilitates retrograde activation. It also examined the effects of inhibitors and stimulants on transport behavior. These findings establish upconversion single-particle tracking (uSPT) as a powerful tool for long-term, real-time monitoring of neuronal activities.Advanced science (Weinheim, Baden-Wurttemberg, Germany)Enhanced Single-Particle Upconversion Imaging via Energy Migration Boosting.PMC126318172217402522474025Zhang WDing FZhai TLing HZhang YLiu QWen RfalseEnhanced Single-Particle Upconversion Imaging via Energy Migration Boosting.Lanthanide-doped upconversion nanoparticles (UCNPs) are promising bioimaging probes due to their exceptional photostability and minimal background interference. However, their limited single-particle brightness has hindered broader applications. The study addresses this challenge by enhancing energy migration (EM) between sensitizer Yb³⁺ to improve energy transfer efficiency to emitter Er³⁺. Nanoparticles are designed with a sensitizer/emitter-segregated core-shell-shell architecture (NaLu_0.9Er_0.1F₄@NaYbF₄@NaLuF₄) to inhibit back energy transfer (BET) and then increased Yb³⁺ doping levels (NaLu_0.9-xYb_xEr_0.1F₄@NaYbF₄@NaLuF₄) to enhance EM into the core. UCNPs with an alloy-core of NaYb_0.9Er_0.1F₄ exhibited the brightest upconversion luminescence, achieving over a tenfold enhancement compared to NaLu_0.9Er_0.1F₄-core counterparts, highlighting the importance of EM. Further optimization of the Yb³⁺/Er³⁺ ratio and inert shell thickness (NaLuF₄) maximized single-particle brightness. These optimized UCNPs enabled long-term tracking of axonal transport in live dorsal root ganglion (DRG) neurons. Using a Bayesian Hidden Markov Model, it quantitatively characterized resolved heterogeneous motion states and annotated trajectories with local spatiotemporal dynamics of retrograde, anterograde, and diffusive motions. The analysis revealed a kinesin-dynein coordination mechanism, where anterograde motion facilitates retrograde activation. It also examined the effects of inhibitors and stimulants on transport behavior. These findings establish upconversion single-particle tracking (uSPT) as a powerful tool for long-term, real-time monitoring of neuronal activities.2025-01-01T00:00:00Z2025 Nov2026-06-05T19:26:20.518Z2026-05-20T03:14:51.811ZS-EPMC126318174085992210.1002/advs.202510624