Multiparametric quantification of bacterial cells using digital holographic microscopy

The detection and quantification of the physical properties of bacterial cells are crucial for advancing precision microbiology. Here, we use digital holographic microscopy (DHM) to measure the dry mass of individual Staphylococcus epidermidis (S. epidermidis) and Escherichia coli (E. coli) cells with high throughput and rapid acquisition. We demonstrate that by processing quantitative phase images with polynomial background correction, Gaussian filtering, and adaptive masking, we are able to obtain, not only the dry mass of individual bacterial cells, but also detailed morphological information. These features allow the discrimination between single and clustered cocci, as well as the identification of elongation patterns in bacilli, that may provide relevant indicators of bacterial growth and physiological state. Finally, we compare the DHM dry mass distribution with those obtained by nanomechanical mass spectrometry (NMS), highlighting the potential and limitations of each technique.

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Publication Details

Journal
Scientific Reports
Published
2025-11-20
DOI
https://doi.org/10.1038/s41598-025-24917-5
Citations
2
Primary Topic
Digital Holography and Microscopy
Type
article
Field-Weighted Citation Impact
2.49

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article

Multiparametric quantification of bacterial cells using digital holographic microscopy

Montserrat Calleja, J. J. Ruz, Adrián Sanz-Jiménez, Óscar Malvar et al.
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Scientific Reports
Digital Holography and Microscopy
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article

Multiparametric quantification of bacterial cells using digital holographic microscopy

Montserrat Calleja, J. J. Ruz, Adrián Sanz-Jiménez, Óscar Malvar, Priscila M. Kosaka, Javier Tamayo, Álvaro Cano, Sergio García‐López
article en
2 citations

Abstract

The detection and quantification of the physical properties of bacterial cells are crucial for advancing precision microbiology. Here, we use digital holographic microscopy (DHM) to measure the dry mass of individual Staphylococcus epidermidis (S. epidermidis) and Escherichia coli (E. coli) cells with high throughput and rapid acquisition. We demonstrate that by processing quantitative phase images with polynomial background correction, Gaussian filtering, and adaptive masking, we are able to obtain, not only the dry mass of individual bacterial cells, but also detailed morphological information. These features allow the discrimination between single and clustered cocci, as well as the identification of elongation patterns in bacilli, that may provide relevant indicators of bacterial growth and physiological state. Finally, we compare the DHM dry mass distribution with those obtained by nanomechanical mass spectrometry (NMS), highlighting the potential and limitations of each technique.

Scientific ReportsVol. 15(1)
Institute of Micro and Nanotechnology (ES), Universidad Autónoma de Madrid (ES)
Comunidad de Madrid, European Commission, Agencia Estatal de Investigación
Openalex Percentile: Top 9%
Digital Holography and Microscopy
2.49
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