Evidence map›Paper›PMID 40993142›Full record

ArticleNature communications2025

In-depth single molecule localization microscopy using adaptive optics and single objective light-sheet microscopy.

Marine Cabillic, Hisham Forriere, Laetitia Bettarel, Corey Butler, Abdelghani Neuhaus, Ihssane Idrissi, Miguel Edouardo Sambrano-Lopez, Julian Rossbroich, Lucas-Raphael Müller, Jonas Ries and 5 more

Abstract read
In one paragraph

Article in Nature communications, 2025. 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. Article
  2. 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

15 authors.

Marine Cabillic *Univ. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.
Hisham Forriere *Univ. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.
Laetitia BettarelUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.
Corey ButlerUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.ORCID http://orcid.org/0000-0003-3677-9194
Abdelghani NeuhausUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.ORCID http://orcid.org/0009-0008-2328-6829
Ihssane IdrissiUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.
Miguel Edouardo Sambrano-LopezUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.
Julian RossbroichUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.ORCID http://orcid.org/0000-0002-1927-8198
Lucas-Raphael MüllerCell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.
Jonas RiesCell Biology and Biophysics Unit, European Molecular Biology Laboratory (EMBL), Heidelberg, Germany.ORCID http://orcid.org/0000-0002-6640-9250
Gianluca GrenciMechanobiology Institute, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0001-9313-6748
Virgile ViasnoffMechanobiology Institute, National University of Singapore, Singapore, Singapore.ORCID http://orcid.org/0000-0003-3949-2244
Florian LevetUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France.ORCID http://orcid.org/0000-0002-4009-6225
Jean-Baptiste SibaritaUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France. jean-baptiste.sibarita@u-bordeaux.fr.ORCID http://orcid.org/0000-0002-9920-7700
Rémi GallandUniv. Bordeaux, CNRS, IINS, UMR 5297, FR-33000, Bordeaux, France. remi.galland@u-bordeaux.fr.ORCID http://orcid.org/0000-0001-7117-3281

Funding

Agence Nationale de la Recherche (French National Research Agency) ANR-20-CE11-0013Agence Nationale de la Recherche (French National Research Agency) ANR-21-CE11-0031Association Nationale de la Recherche et de la Technologie (National Association for Research and Technology) CIFRE n°2017/0901Association Nationale de la Recherche et de la Technologie (National Association for Research and Technology) CIFRE n°2021/0866
6 · The paper itself

Abstract

Single molecule localization microscopy (SMLM) allows deciphering the nanoscale organization and dynamics of biomolecules in their native environment with unprecedented resolution. While SMLM was quickly adopted by the scientific community for its performance and simple instrumentation, it still remains limited in its in-depth capability, precluding many biological processes to be investigated. We here present a solution to perform in-depth volumetric SMLM, called soSMARt. It relies on innovative microfabricated devices allowing both single-objective light-sheet microscopy, aberrations correction via adaptive optics, and real-time feedback-loop registration with nanometric precision. We illustrated the performances of soSMARt to assess the 3D nanoscale organization of several protein of interest in isolated cells, and explore optimizations and proof-of-concepts for the investigation of more complex tissues such as 3D cell cultures. We believe our method addresses key limitations of single molecule microscopy, paving the way for novel biological applications.

Indexed as

Single Molecule ImagingAnimalsHumansImaging, Three-DimensionalMicroscopy, Fluorescence

Identifiers

PMID40993142
PMCPMC12460799

What OpenQuestion holds

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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.