High-sensitivity SNSPD-enabled swept source Raman spectroscopy for cancer detection with SERS nanoparticles

Highly sensitive and specific molecular detection is essential for advancing early cancer diagnosis. In this paper, we present an imaging system that combines swept source Raman spectroscopy with surface-enhanced Raman scattering (SERS) nanoparticles to enhance cancer detection capability. By incorporating a high-efficiency superconducting nanowire single-photon detector (SNSPD), the system achieves remarkable detection sensitivity to the femtomolar concentrations. This performance was demonstrated under practical conditions using only 30 mW excitation power and 40 ms wavelength point exposure time, enabling ultra-sensitive acquisition. Imaging experiments on both cell and tissue samples confirm the system’s compatibility with various biological applications. Combining high sensitivity, speed, and specificity, this platform offers a promising approach for molecular imaging and early stage cancer detection using SERS-based probes.

Authors

Institutions

Publication Details

Journal
Optica
Published
2025-11-12
DOI
https://doi.org/10.1364/optica.569117
Primary Topic
Gold and Silver Nanoparticles Synthesis and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

High-sensitivity SNSPD-enabled swept source Raman spectroscopy for cancer detection with SERS nanoparticles

Yifan Liu, Aaron Miller, Timothy M. Rambo, Ming Han et al.
Optica
Gold and Silver Nanoparticles Synthesis and Applications
article

High-sensitivity SNSPD-enabled swept source Raman spectroscopy for cancer detection with SERS nanoparticles

Yifan Liu, Aaron Miller, Timothy M. Rambo, Ming Han, Min Li, Xuefei Huang, Stephanie Boyd, Gary D. Luker, Cheng‐You Yao, Aniwat Juhong, Aman Ullah, Jeremy Doredla, Bo Li, Zhen Qiu
article en

Abstract

Highly sensitive and specific molecular detection is essential for advancing early cancer diagnosis. In this paper, we present an imaging system that combines swept source Raman spectroscopy with surface-enhanced Raman scattering (SERS) nanoparticles to enhance cancer detection capability. By incorporating a high-efficiency superconducting nanowire single-photon detector (SNSPD), the system achieves remarkable detection sensitivity to the femtomolar concentrations. This performance was demonstrated under practical conditions using only 30 mW excitation power and 40 ms wavelength point exposure time, enabling ultra-sensitive acquisition. Imaging experiments on both cell and tissue samples confirm the system’s compatibility with various biological applications. Combining high sensitivity, speed, and specificity, this platform offers a promising approach for molecular imaging and early stage cancer detection using SERS-based probes.

OpticaVol. 12(12)
University of Michigan (US)
Openalex Percentile: Top 76%
Gold and Silver Nanoparticles Synthesis and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

High-sensitivity SNSPD-enabled swept source Raman spectroscopy for cancer detection with SERS nanoparticles — Yifan Liu, Aaron Miller, et al. · Optica (2025) | TGRS Research Map | TGRS