Evidence map›Paper›PMID 41048803›Full record

ArticleACS omega2025

All-in-One Method for Iterative Single-Cell Dielectrophoretic and Optical Characterization: Advancing the OpenDEP Platform.

Florela Gherghinoiu, Tudor Savopol, Ioan Tivig, Mihaela G Moisescu

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Florela GherghinoiuBiophysics and Cellular Biotechnology Department, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., Bucharest 050474, Romania.ORCID https://orcid.org/0009-0007-9838-0636
Tudor SavopolBiophysics and Cellular Biotechnology Department, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., Bucharest 050474, Romania.ORCID https://orcid.org/0000-0001-7231-3581
Ioan TivigBiophysics and Cellular Biotechnology Department, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., Bucharest 050474, Romania.ORCID https://orcid.org/0000-0001-9558-259X
Mihaela G MoisescuBiophysics and Cellular Biotechnology Department, Carol Davila University of Medicine and Pharmacy, 8 Eroii Sanitari Blvd., Bucharest 050474, Romania.ORCID https://orcid.org/0000-0003-0017-6180

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An integrated platform for single-cell biophysical characterization is presented. Combining dielectrophoresis (DEP) and optical tweezers (OT) within a single experiment, this approach enables the extraction of both electric properties and optical trap stiffness from individual, living cells in suspension without the need for external calibration beads, labels, or adherence to surfaces. Unlike traditional population-based DEP methods, which average over large cell ensembles and obscure cellular heterogeneity, the presented single-cell approach provides precise DEP spectra and allows direct computation of electric parameters such as membrane conductivity, permittivity, and cytoplasmic conductivity. The method is compatible with structurally and optically complex particles, such as living cells, overcoming the limitations of calibration procedures designed for spherical, homogeneous particles. It supports repeated testing of the same cell, facilitating dynamic studies of cellular responses to chemical or physical perturbations. OT stiffness measurements are performed directly on nonadherent cells that otherwise would be excluded from surface-based assays. The system includes an open-source software for data acquisition, automated image-based analysis, and OT and DEP forces computing. It is compatible with various electrode geometries, making it broadly adaptable to different experimental designs. Overall, this platform offers a robust, label-free method for high-resolution, single-cell electric and optic profiling, expanding the capabilities of DEP and OT in fundamental research, diagnostics, and bioengineering applications.

Identifiers

PMID41048803
PMCPMC12489615

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.