Evidence map›Paper›PMID 42168217›Full record

ArticleNature communications2026

Smart event-triggered MINFLUX microscopy to catch and follow rare events.

Jonatan Alvelid, Agnes Koerfer, Christian Eggeling

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Review
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

3 authors.

Jonatan AlvelidInstitute for Applied Optics and Biophysics, Friedrich Schiller University Jena, Jena, Germany. jonatan.alvelid@scilifelab.se.ORCID http://orcid.org/0000-0002-3554-9322
Agnes KoerferInstitute for Applied Optics and Biophysics, Friedrich Schiller University Jena, Jena, Germany.
Christian EggelingInstitute for Applied Optics and Biophysics, Friedrich Schiller University Jena, Jena, Germany. christian.eggeling@uni-jena.de.ORCID http://orcid.org/0000-0002-3698-5599

Funding

Vetenskapsrådet (Swedish Research Council) 2022-06139_VR
6 · The paper itself

Abstract

MINFLUX microscopy allows characterization of molecular organization and dynamics with single nanometer spatial resolution and sub-hundred microseconds temporal resolution. However, acquisition times often span minutes to hours as a single fluorophore is measured at a time. Studying live cellular processes therefore requires careful consideration of where and when to apply it, hence manual control limits its potential applications. To overcome acquisition speed, initiation, and data throughput limitations, we present event-triggered MINFLUX: a smart microscopy method using confocal monitoring with real-time image analysis, and applying MINFLUX exactly where and when deemed necessary. The method is controlled through a custom-written open-source Python framework automatically controlling a commercial MINFLUX microscope. We investigate molecular membrane dynamics and organization in 2D and 3D during cellular events: lipid dynamics at caveolae; membrane topography during dynamin-mediated endocytosis; and membrane fluidity and topography during HIV-1 budding site formation. Rapid event detection and minimal regions of interest provides data that would be unfeasible or impossible to acquire through manual microscope control.

Identifiers

PMID42168217
PMCPMC13195108

What Socratic 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 Socratic graph.