Evidence map›Paper›PMID 40327316›Full record

ArticleMolecular biology of the cell2025

Live-cell painting: Image-based profiling in live cells using acridine orange.

Fernanda Garcia-Fossa, Thaís Moraes-Lacerda, Mariana Rodrigues-da-Silva, Barbara Diaz-Rohrer, Shantanu Singh, Anne E Carpenter, Beth A Cimini, Marcelo Bispo de Jesus

Abstract read
In one paragraph

Article in Molecular biology of the cell, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Alternate dyes for image-based profiling assays.SLAS discovery : advancing life sciences R & D · 2025
    Article
  6. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Fernanda Garcia-FossaDepartamento de Bioquímica e Biologia Tecidual, Instituto de Biologia CP 6109, Universidade Estadual de Campinas (UNICAMP) 13083-970, Campinas, SP, Brasil.
Thaís Moraes-LacerdaDepartamento de Bioquímica e Biologia Tecidual, Instituto de Biologia CP 6109, Universidade Estadual de Campinas (UNICAMP) 13083-970, Campinas, SP, Brasil.
Mariana Rodrigues-da-SilvaDepartamento de Bioquímica e Biologia Tecidual, Instituto de Biologia CP 6109, Universidade Estadual de Campinas (UNICAMP) 13083-970, Campinas, SP, Brasil.
Barbara Diaz-RohrerImaging Plataform, Broad Institute of MIT and Harvard, Cambridge, MA 02142.
Shantanu SinghImaging Plataform, Broad Institute of MIT and Harvard, Cambridge, MA 02142.ORCID 0000-0003-3150-3025
Anne E CarpenterImaging Plataform, Broad Institute of MIT and Harvard, Cambridge, MA 02142.ORCID 0000-0003-1555-8261
Beth A CiminiImaging Plataform, Broad Institute of MIT and Harvard, Cambridge, MA 02142.ORCID 0000-0001-9640-9318
Marcelo Bispo de JesusDepartamento de Bioquímica e Biologia Tecidual, Instituto de Biologia CP 6109, Universidade Estadual de Campinas (UNICAMP) 13083-970, Campinas, SP, Brasil.ORCID 0000-0003-0812-1491

Funding

Center for Open Bioimage AnalysisP41GM135019 · NIGMS · BROAD INSTITUTE, INC. · PI CARPENTER, ANNE E., CIMINI, BETH · 2020 to 2024
$6.9M
Extracting rich information from biological imagesR35GM122547 · NIGMS · BROAD INSTITUTE, INC. · PI Anne E. Carpenter · 2017 to 2026
$6.2M
NIGMS NIH HHS P41 GM135019NIGMS NIH HHS R35 GM122547
6 · The paper itself

Abstract

Image-based profiling has been used to analyze cell health, drug mechanism of action, CRISPR-edited cells, and overall cytotoxicity. Cell Painting is a broadly used image-based assay that uses morphological features to capture how cells respond to treatments. However, this method requires cell fixation for staining, which prevents examining live cells. To address this limitation, here we present Live-Cell Painting (LCP), a high-content method based on acridine orange, a metachromatic dye that labels different organelles and cellular structures. We began by showing that LCP can be applied to follow acidic vesicle redistribution of cells exposed to acidic vesicles inhibitors. Next, we show that LCP can identify subtle changes in cells exposed to silver nanoparticles that are not detected by techniques such as MTT assay. In drug treatments, LCP was helpful in assessing the dose-response relationship and creating profiles that allow clustering of drugs that cause liver injury. Here, we present an affordable and easy-to-use image-based assay capable of assessing overall cell health and showing promise for use in various applications such as assessing drugs and nanoparticles. We envisage the use of LCP as an initial screening of overall cell health while providing insights into new biological questions.

Indexed as

Acridine OrangeFluorescent DyesHumansMetal NanoparticlesSilverStaining and LabelingAcridine OrangeFluorescent DyesSilver

Identifiers

PMID40327316
PMCPMC12260182

What OpenQuestion holds

Textmetadata
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.