Evidence map›Paper›PMID 40666708›Full record

ArticleAPL bioengineering2025

Microwave-assisted immunostaining for rapid labeling of matrix-embedded multicellular structures.

Kevin J Schilling, Katherine T Huynh, Sean Speese, Carolyn E Schutt

Abstract read
In one paragraph

Article in APL bioengineering, 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

4 authors.

Sean SpeeseCancer Early Detection Advanced Research Center, Knight Cancer Institute, Oregon Health and Science University, Portland, Oregon 97201, USA.ORCID https://orcid.org/0000-0002-3965-9828

Funding

Genetically Manipulating Protein Expression to Probe 3D Cell Behavior using Ultrasound-Responsive BiomaterialsR35GM151057 · NIGMS · OREGON HEALTH & SCIENCE UNIVERSITY · PI Carolyn Schutt Ibsen · 2023 to 2026
$1.5M
NIGMS NIH HHS R35 GM151057
6 · The paper itself

Abstract

Immunofluorescence staining of cell proteins is essential to understanding biomolecular interactions within three-dimensional (3D) hydrogel cell cultures. However, the scaffold material limits passive diffusion of antibodies through thick 3D matrices, prolonging staining and washing steps and resulting in processing times that can last for several days. Microwave irradiation has previously been shown to enhance penetration of fixatives in a variety of soft tissues by increasing the rate of diffusion through the sample, yet it is unknown if microwave irradiation can improve immunofluorescence staining of cells in 3D hydrogel cultures. Here, we demonstrate a microwave-assisted immunostaining technique that rapidly labels cells within spheroid structures embedded within thick intact hydrogels. These results show that collagen-embedded breast epithelial spheroids can be efficiently labeled with primary antibodies in less than 3.5 h. We show significantly enhanced staining and greater depth penetration with microwave-assisted staining compared to conventional benchtop staining methods. We demonstrate staining of collagen-embedded breast cancer spheroids with complete staining achieved in less than 2.5 h via the microwave, which outperforms conventional staining techniques. Moreover, we demonstrate enhanced staining of spheroids embedded in basement membrane-derived Matrigel matrices with the microwave method compared to benchtop techniques. Finally, we directly compare 2-h microwave-assisted staining to conventional 15-h longform benchtop staining and show that microwave staining increases depth penetration and intensity of stains compared to the longform staining. This work develops a microwave-assisted staining protocol that provides a rapid and reproducible method to label a variety of cell types within various 3D hydrogel cell culture systems.

Identifiers

PMID40666708
PMCPMC12263180

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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.