Evidence map›Paper›PMID 40604265›Full record

ReviewNature protocols2026

Expansion and fluctuations-enhanced microscopy for nanoscale molecular profiling of cells and tissues.

Dominik Kylies, Hannah S Heil, Arturo G Vesga, Mario Del Rosario, Maria Schwerk, Malte Kuehl, Milagros N Wong, Victor G Puelles, Ricardo Henriques

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature protocols, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. ONE microscopy.Nature protocols · 2026
    Review
  3. 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

9 authors.

Dominik Kylies *III. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0009-0005-8801-0354
Hannah S Heil *Optical Cell Biology, Instituto Gulbenkian de Ciência, Oeiras, Portugal.ORCID 0000-0003-4279-7022
Arturo G VesgaOptical Cell Biology, Instituto Gulbenkian de Ciência, Oeiras, Portugal.ORCID 0000-0003-1485-9978
Mario Del RosarioOptical Cell Biology, Instituto Gulbenkian de Ciência, Oeiras, Portugal.ORCID 0000-0002-0430-1463
Maria SchwerkIII. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.ORCID 0000-0002-1185-2343
Malte KuehlDepartment of Clinical Medicine, Aarhus University, Aarhus, Denmark.ORCID 0000-0003-4167-2498
Milagros N WongIII. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
Victor G PuellesIII. Department of Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany. vgpuelles@clin.au.dk.ORCID 0000-0002-7735-5462
Ricardo HenriquesOptical Cell Biology, Instituto Gulbenkian de Ciência, Oeiras, Portugal. r.henriques@itqb.unl.pt.ORCID 0000-0002-2043-5234

Funding

AI4LIFE and RT-SuperES projectEuropean Union’s Horizon 2020Horizon EuropeMarie Sklodowska-Curie
6 · The paper itself

Abstract

Advances in super-resolution microscopy enable the molecular profiling of cells and tissues at the nanoscale level, surpassing the diffraction limit of conventional light microscopy. However, super-resolution techniques typically require access to expensive specialized equipment and extensive training, limiting their broad applicability. Here we provide a detailed protocol for combining expansion microscopy with enhanced super-resolution radial fluctuations analysis to achieve nanoscale resolution using conventional microscopes. Expansion microscopy physically enlarges the sample, while enhanced super-resolution radial fluctuations computationally enhances the image resolution by analyzing fluorescence fluctuations over time. By combining both, we achieve images with a resolution of 25 nm in combination with diffraction-limited microscopes. Our step-by-step instructions include the expansion of cells and tissue samples, the optimization of multispectral microscopy parameters and the implementation of quality control metrics to minimize artifacts. We further cover the use of quantitative tools such as NanoJ-SQUIRREL, which enable the assessment of resolution improvements and image fidelity. We discuss key considerations for each stage, including sample preparation, image acquisition, computational processing and downstream analysis. Potential pitfalls and troubleshooting strategies are also addressed. This protocol can be used for imaging a variety of sample types with multiple fluorescent labels. With nanoscale spatial resolution and molecular specificity, expansion-enhanced super-resolution radial fluctuations microscopy provides a flexible, accessible approach for investigating cellular ultrastructure, protein localization and interaction networks, suitable for applications in cell biology, histopathology and biomedical research. The procedure requires 3-4 d to complete, involving ~7-9 h of total bench, imaging and processing time and only requires basic expertise in tissue handling, molecular and cell biology, and microscopy.

Indexed as

MicroscopyNanotechnologyAnimalsHumansImage Processing, Computer-AssistedMicroscopy, Fluorescence

Identifiers

What OpenQuestion holds

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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.