Evidence map›Paper›PMID 41281207›Full record

ArticleArXiv2025

High-fidelity microsecond-scale cellular imaging using two-axis compressed streak imaging fluorescence microscopy.

Mark A Keppler, Sean P O'Connor, Zachary A Steelman, Xianglei Liu, Jinyang Liang, Vladislav V Yakovlev, Joel N Bixler

Abstract readPreprint
In one paragraph

Article in ArXiv, 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

7 authors.

Mark A KepplerSAIC, 4141 Petroleum Dr, JBSA Fort Sam Houston, 78234, Texas, USA.
Sean P O'ConnorSAIC, 4141 Petroleum Dr, JBSA Fort Sam Houston, 78234, Texas, USA.
Zachary A SteelmanAir Force Research Laboratory, 4141 Petroleum Dr, JBSA Fort Sam Houston, 78234, Texas, USA.
Xianglei LiuCentre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, 1650 Bd Lionel-Boulet, Varennes, J3X1P7, Québec, Canada.
Jinyang LiangCentre Énergie Matériaux Télécommunications, Institut National de la Recherche Scientifique, 1650 Bd Lionel-Boulet, Varennes, J3X1P7, Québec, Canada.
Vladislav V YakovlevDepartment of Biomedical Engineering, Texas A&M University, 400 Bizzell St, College Station, 77843, Texas, USA.
Joel N BixlerDepartment of Biomedical Engineering, Texas A&M University, 400 Bizzell St, College Station, 77843, Texas, USA.

Funding

Brillouin Microscope for Biomedical ResearchR01GM127696 · NIGMS · TEXAS ENGINEERING EXPERIMENT STATION · PI YAKOVLEV, VLADISLAV V. · 2018 to 2021
$1.1M
Molecular and cellular imaging of bone biopsies using AI augmented deep UV Raman microscopyR21CA269099 · NCI · TEXAS ENGINEERING EXPERIMENT STATION · PI BEREZIN, MIKHAIL Y., YAKOVLEV, VLADISLAV V. · 2022 to 2024
$577k
Sensing local nano-environment with coherent Raman microspectroscopyR21GM142107 · NIGMS · TEXAS ENGINEERING EXPERIMENT STATION · PI YAKOVLEV, VLADISLAV V. · 2021 to 2022
$399k
NCI NIH HHS R21 CA269099NIGMS NIH HHS R01 GM127696NIGMS NIH HHS R21 GM142107
6 · The paper itself

Abstract

Compressed streak imaging (CSI) is a computational imaging strategy that can acquire video at over 150 trillion frames per second. Despite this achievement, CSI faces challenges in detecting subtle intensity fluctuations in slow-moving, continuously illuminated objects. This limitation, largely attributable to high streak compression and motion blur, has curtailed the broader adoption of CSI in cellular fluorescence microscopy. To address these issues and expand the utility of CSI, we developed a two-axis compressed streak imaging (TACSI) method that results in significant improvements to the reconstructed video fidelity. TACSI introduces a second scanning axis which shuttles a conjugate image of the object with respect to the coded aperture. The moving image decreases the streak compression ratio and produces a "flash and shutter" phenomenon that reduces coded aperture motion blur, overcoming the limitations of current CSI technologies. This approach is supported with an analytical model describing the TACSI compression ratio, along with simulated and empirical measurements. We demonstrate TACSI's ability to measure rapid variations in cell membrane potentials, previously unattainable with conventional CSI. This method has broad implications for high-speed photography, including visualization of action potentials, muscle contractions, and enzymatic reactions that occur on microsecond and faster timescales using fluorescence microscopy.

Indexed as

cellular biologycompressed sensingcompression ratioelectrophysiologyfluorescence microscopyhigh-speed imagingstreak photography

Identifiers

PMID41281207
PMCPMC12633632

What OpenQuestion holds

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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.