# Label-free detection of single cell by ZnO/Graphene/AgNPs hybrid microcavity enhanced Raman scattering

**Authors:** Yaqi Shan, Jihao Wu, Kai Cui, Juan Yang

PMC · DOI: 10.3389/fchem.2025.1636525 · Frontiers in Chemistry · 2025-06-25

## TL;DR

A new method using a hybrid material detects E. coli at very low concentrations without labels, which could help in early disease diagnosis.

## Contribution

A ZnO/Graphene/AgNPs hybrid microcavity is introduced for label-free, ultrasensitive detection of single E. coli cells.

## Key findings

- Quantitative detection of E. coli was achieved from 1 cell/mL to 1 × 10⁸ cells/mL.
- The detection limit reached as low as 4.57 × 10⁻² cell/mL.
- The hybrid structure's components synergistically enhance Raman scattering for ultrasensitivity.

## Abstract

Ultrasensitive detection of Escherichia coli (E. coli) is important for early diagnosis of foodborne diseases. Current analytical techniques face limitations in performing label-free quantification of viable bacterial cells at single-cell resolution. Herein, a hybrid enhanced Raman scattering probe was constructed by assembling a layer of graphene and silver nanoparticles on a hexagonal ZnO microrod (ZnO/Graphene/AgNPs) for ultrasensitive analysis of pathogens directly. Ultimately, quantitative detection of E. coli was successfully carried out with excellent detectability from 1 cell mL−1 to 1 × 108 cells mL−1. It provided a detection limit as low as 4.57 × 10−2 cell mL−1 for E. coli. This can be attributed to the synergistic effect of different components, i.e., the ZnO microrod provides natural whispering gallery mode (WGM) microcavity which enhances light-matter interaction through multiple total internal reflections, graphene assists charge transfer, and AgNPs produce surface plasmons. These three enhancement factors are integrated to achieve label-free ultrasensitive detection. This work highlights a label-free approach for a variety of clinically relevant biomolecules to achieve early diagnosis of the disease.

## Linked entities

- **Chemicals:** ZnO (PubChem CID 14806), Graphene (PubChem CID 5462310)
- **Species:** Escherichia coli (taxon 562)

## Full-text entities

- **Diseases:** foodborne diseases (MESH:D005517)
- **Chemicals:** AgNPs (-), ZnO (MESH:D015034), Graphene (MESH:D006108), silver (MESH:D012834)
- **Species:** Escherichia coli (E. coli, species) [taxon 562]

## Full text

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## Figures

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## References

22 references — full list in the complete paper: https://tomesphere.com/paper/PMC12237927/full.md

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Source: https://tomesphere.com/paper/PMC12237927