Quantum-enhanced biosensing enables earlier detection of bacterial growth
Fuente:
arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866912761744719872 |
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| author | de Andrade, Rayssa B. Høgh, Anne Egholm Spedalieri, Gaetana Pirandola, Stefano Berg-Sørensen, Kirstine Gehring, Tobias Andersen, Ulrik L. |
| author_facet | de Andrade, Rayssa B. Høgh, Anne Egholm Spedalieri, Gaetana Pirandola, Stefano Berg-Sørensen, Kirstine Gehring, Tobias Andersen, Ulrik L. |
| contents | Rapid detection of bacterial growth is crucial in clinical, food safety, and environmental contexts, yet conventional optical methods are limited by noise and require hours of incubation. Here, we present the first experimental demonstration of a quantum-enhanced photometric measurement for early bacterial detection using squeezed light. By monitoring the optical absorbance of an Escherichia coli culture with a quantum probe, we achieve a sensitivity beyond the shot-noise limit, enabling identification of growth onset up to 30 minutes earlier than with a classical sensor. The noise reduction is validated through statistical modeling with a truncated Gaussian distribution and hypothesis testing, confirming earlier detection with low false-alarm rates. This work illustrates how quantum resources can improve real-time, non-invasive diagnostics. Our results pave the way for quantum-enhanced biosensors that accelerate detection of microbial growth and other biological processes without increasing photodamage. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2512_12057 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Quantum-enhanced biosensing enables earlier detection of bacterial growth de Andrade, Rayssa B. Høgh, Anne Egholm Spedalieri, Gaetana Pirandola, Stefano Berg-Sørensen, Kirstine Gehring, Tobias Andersen, Ulrik L. Quantum Physics Rapid detection of bacterial growth is crucial in clinical, food safety, and environmental contexts, yet conventional optical methods are limited by noise and require hours of incubation. Here, we present the first experimental demonstration of a quantum-enhanced photometric measurement for early bacterial detection using squeezed light. By monitoring the optical absorbance of an Escherichia coli culture with a quantum probe, we achieve a sensitivity beyond the shot-noise limit, enabling identification of growth onset up to 30 minutes earlier than with a classical sensor. The noise reduction is validated through statistical modeling with a truncated Gaussian distribution and hypothesis testing, confirming earlier detection with low false-alarm rates. This work illustrates how quantum resources can improve real-time, non-invasive diagnostics. Our results pave the way for quantum-enhanced biosensors that accelerate detection of microbial growth and other biological processes without increasing photodamage. |
| title | Quantum-enhanced biosensing enables earlier detection of bacterial growth |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2512.12057 |