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<p>Surface-enhanced Raman spectroscopy (SERS) offers exceptional sensitivity but faces a critical trade-off in living systems: rigid substrates lack biological adaptability, while colloidal nanoprobes suffer from poor signal reproducibility. Herein, we present a bioadaptive SERS platform using magnetically guided swarming nanoprobes. These probes integrate a magnetic core, plasmonic gold/silver layers, and a biocompatible silica coating, enabling programmable assembly under magnetic fields into chain-like nanostructures with interparticle gap-dependent hotspots, followed by coordinated reconfiguration into dynamically stable swarms. Multiphysics simulations reveal that cyclic assembly-disassembly generates transient electromagnetic hotspots while inducing convective flows to actively recruit analytes. This dual mechanism achieves reproducible enhancement factors exceeding 2.9×10<sup>7</sup>, an order of magnitude higher than colloidal systems. In vivo, swarming nanoprobes deployed in rabbit models demonstrate over 10.3-fold Raman signal amplification during intravascular detection. By leveraging active matter physics to synergize nanoscale sensing, this work establishes a new paradigm for in vivo molecular diagnostics.</p>

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In vivo dynamic hotspot-enhanced Raman spectroscopy via reconfigurable swarming nanoprobes

  • 期刊论文

  • 出版模式：

    开放获取

  • 发表日期：

    2026年6月3日

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  • Dongfang Zhao,
  • Hui Chen,
  • Dongdong Jin,
  • Hanyu Cao,
  • Xiaojia Liu,
  • Yong Wang,
  • Xingzhou Du,
  • Jiangfan Yu,
  • Jinhong Guo,
  • Li Zhang,
  • Xing Ma

摘要

Surface-enhanced Raman spectroscopy (SERS) offers exceptional sensitivity but faces a critical trade-off in living systems: rigid substrates lack biological adaptability, while colloidal nanoprobes suffer from poor signal reproducibility. Herein, we present a bioadaptive SERS platform using magnetically guided swarming nanoprobes. These probes integrate a magnetic core, plasmonic gold/silver layers, and a biocompatible silica coating, enabling programmable assembly under magnetic fields into chain-like nanostructures with interparticle gap-dependent hotspots, followed by coordinated reconfiguration into dynamically stable swarms. Multiphysics simulations reveal that cyclic assembly-disassembly generates transient electromagnetic hotspots while inducing convective flows to actively recruit analytes. This dual mechanism achieves reproducible enhancement factors exceeding 2.9×107, an order of magnitude higher than colloidal systems. In vivo, swarming nanoprobes deployed in rabbit models demonstrate over 10.3-fold Raman signal amplification during intravascular detection. By leveraging active matter physics to synergize nanoscale sensing, this work establishes a new paradigm for in vivo molecular diagnostics.