Evidence map›Paper›PMID 41266689›Full record

ArticleScientific reports2025

Multiparametric quantification of bacterial cells using digital holographic microscopy.

Álvaro Cano, Adrián Sanz-Jiménez, Oscar Malvar, Jose Jaime Ruz, Priscila M Kosaka, Sergio García-López, Montserrat Calleja, Javier Tamayo

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Álvaro CanoInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Adrián Sanz-JiménezInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Oscar MalvarInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain. oscar.malvar@csic.es.
Jose Jaime RuzInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Priscila M KosakaInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Sergio García-LópezInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Montserrat CallejaInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.
Javier TamayoInstituto de Micro y Nanotecnología, IMN-CNM (CEI UAM + CSIC), Isaac Newton 8, Tres Cantos, Madrid, 28760, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Escherichia coliHolographyMicroscopyStaphylococcus epidermidisImage Processing, Computer-AssistedQuantitative Phase ImagingBacterial cellsDigital holographic microscopyDry mass quantificationNanomechanical mass spectrometry

Identifiers

PMID41266689
PMCPMC12635106

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.