Single-Bacterium Diagnosis via Terahertz Near-Field Dielectric Nanoimaging
Single-bacterium diagnostic methods with unprecedented precision and rapid turnaround times are promising tools for facilitating the transition from empirical treatment to personalized anti-infection treatment. Terahertz (THz) radiation, a cutting-edge technology for identifying pathogens, enables the label-free and non-destructive detection of intermolecular vibrational modes and bacterial dielectric properties. However, this individual dielectric property-based detection and the mismatched spatial resolution are limited for the single-bacterium identification of various species of pathogens. Here, we demonstrate a single-bacterium THz dielectric nanoimaging (STDN) strategy by customized THz scattering-type scanning near-field optical microscopy. The THz nanoimages of bacteria are explained and confirmed by theoretical modeling and near-field measurement. By synchronously tracking the bacterial intrinsic dielectric property and extrinsic morphology, the strategy achieved 99.3% and 91.6% accuracy in species identification and antibiotic susceptibility testing with the trained classifier within 2 hours. This proof-of-concept STDN strategy may propel precise bacterial infection management and help to counteract antibiotic resistance.
Authors
- Xiaoqiuyan Zhang (ORCID: https://orcid.org/0000-0002-8305-6821)
- Yubin Gong (ORCID: https://orcid.org/0000-0003-3014-1309)
- Yanyu Wei (ORCID: https://orcid.org/0000-0002-0737-027X)
- Tianwu Wang (ORCID: https://orcid.org/0000-0001-5073-0210)
- Xingxing Xu (ORCID: https://orcid.org/0000-0002-4238-5872)
- Jianjun Li (ORCID: https://orcid.org/0000-0003-4402-5472)
- Xuequan Chen (ORCID: https://orcid.org/0000-0001-6537-0609)
- Fu Tang (ORCID: https://orcid.org/0000-0001-5633-7305)
- Weiling Fu (ORCID: https://orcid.org/0000-0002-2695-6604)
- Jie Zhou (ORCID: https://orcid.org/0000-0001-5730-4521)
- Marc Lamy de la Chapelle (ORCID: https://orcid.org/0000-0002-3040-4810)
- Tianyu Zhang (ORCID: https://orcid.org/0000-0003-4281-7417)
- Yunxia Wang (ORCID: https://orcid.org/0000-0003-1951-942X)
- Min Hu (ORCID: https://orcid.org/0000-0001-6214-4147)
- Xiang Zhao (ORCID: https://orcid.org/0009-0009-3260-7986)
Institutions
- Centre National de la Recherche Scientifique (FR)
- Ministry of Education of the People's Republic of China (CN)
- Southwest General Health Center (US)
- University of Electronic Science and Technology of China (CN)
- Army Medical University (CN)
- Chinese Academy of Sciences (CN)
- Zomega Terahertz (United States) (US)
- Southwest Hospital (CN)
- Institut des Molécules et Matériaux du Mans (FR)
- Aerospace Information Research Institute (CN)
Publication Details
- Journal
- ACS Applied Materials & Interfaces
- Published
- 2025-03-12
- DOI
- https://doi.org/10.1021/acsami.4c22571
- Citations
- 11
- Primary Topic
- Terahertz technology and applications
- Type
- article
- Field-Weighted Citation Impact
- 8.03
Funders
- National Natural Science Foundation of China
- Natural Science Foundation of Chongqing
- National Key Research and Development Program of China
- Fundamental Research Funds for the Central Universities