Evidence map›Paper›PMID 40823843›Full record

ArticlemBio2025

Non-optical, label-free electrical capacitance imaging of microorganisms.

Joseph T Incandela, Kangping Hu, Pushkaraj Joshi, Jacob K Rosenstein, Joseph W Larkin

Abstract read
In one paragraph

Article in mBio, 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

5 · Who and what money

Authors and funding

5 authors.

Joseph T IncandelaDepartment of Physics, Boston University, Boston, Massachusetts, USA.
Kangping HuSchool of Engineering, Brown University, Providence, Rhode Island, USA.
Pushkaraj JoshiSchool of Engineering, Brown University, Providence, Rhode Island, USA.
Jacob K RosensteinSchool of Engineering, Brown University, Providence, Rhode Island, USA.ORCID 0000-0001-9791-704X
Joseph W LarkinDepartment of Physics, Boston University, Boston, Massachusetts, USA.ORCID 0000-0002-5660-0246

Funding

From cell-to-cell heterogeneity to collective behaviors in bacterial biofilmsR35GM142584 · NIGMS · BOSTON UNIVERSITY (CHARLES RIVER CAMPUS) · PI LARKIN, JOSEPH W · 2021 to 2025
$2.1M
Boston University Innovation Career Development ProfessorshipBrown University Hazeltine Innovation AwardBurroughs Wellcome Fund CASINational Science Foundation 2027108NIGMS NIH HHS 1R35GM142584-01NIGMS NIH HHS R35 GM142584
6 · The paper itself

Abstract

Many fundamental insights into microbiology have come from imaging, which is typically synonymous with optical techniques. However, the sample preparation needed for many optical microscopy methods, such as labeling, fixing, or genetic modification, limits the range of species and environments we can investigate. Here, we demonstrate the use of electrical capacitance measurements as a non-optical method for imaging live microbial samples. In electrical capacitance imaging (ECI), samples are positioned in contact with a semiconductor sensor array, and localized capacitance measurements are made across the array. From these measurements, we generate textured images of a variety of microbial colonies. We determine that capacitance is correlated with local sample thickness by comparing ECI data to three-dimensional (3D) confocal scans. We further illustrate with ECI that a difference in capacitance signal allows microbial species to be spatially distinguished in co-culture conditions. In order to highlight the versatility of our system, we capture the cross-sectional development of floating pellicle biofilms in a liquid culture at millimeter-length scales during week-long time-lapse experiments. These novel results establish a new low-cost and portable platform, which can be used for spatially and temporally resolved experiments in diverse environments with a wide variety of microbial species.IMPORTANCEMicrobes live in diverse environments and occupy biological roles across many timescales. Investigating the full scope of microbial activity requires imaging systems appropriate to each context. Though optical microscopy is powerful, the use of light, lenses, and other hardware limits where it can be applied. At the same time, existing non-optical imaging methods are frequently destructive to samples and require extensive equipment. In this paper, we present a non-optical imaging system that is small, cheap, requires no sample labeling, and is compatible with a variety of microbial species. Our system uses semiconductor chips to measure the inherent material properties of a sample with spatial sensitivity, producing images of microbes contrasted against their environment and each other. Our technique captures label-free images with a 10-μm resolution on a pocket-sized device, enabling microbiological imaging experiments in new environments with new species.

Indexed as

BacteriaElectric CapacitanceBiofilmsbiofilmsbiosensorcapacitanceCMOSelectrochemical sensorin situin-vitrolive imagingmicrobial communitiesmicroelectrode arraysnative samplesnon-opticalpellicle formation

Identifiers

PMID40823843
PMCPMC12421826

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.