Evidence map›Paper›PMID 34586828›Full record

ArticleMolecular biology of the cell2021

Photobleaching step analysis for robust determination of protein complex stoichiometries.

Johan Hummert, Klaus Yserentant, Theresa Fink, Jonas Euchner, Yin Xin Ho, Stanimir Asenov Tashev, Dirk-Peter Herten

Open access · greenAbstract read
In one paragraph

Article in Molecular biology of the cell, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.

0numbers the graph read from it
0cells of the map it votes in
29citing papers in PubMed
7.7field-weighted citation impact, top 3% of its field
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

29 citing papers in PubMed, 43 citations in OpenAlex.

  1. Beyond photobleaching: radical-driven photocleavage and destaining mechanisms in chromophore-biomolecule conjugates.Photochemical & photobiological sciences : Official journal of the European Photochemistry Association and the European Society for Photobiology · 2026
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  3. CaThe Journal of physiology · 2026
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  10. Photoactivation of BODIPY Fluorescence with Green Light.The Journal of organic chemistry · 2025
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  19. CaCommunications biology · 2024
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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

7 authors at 2 institutions in 2 countries.

Johan HummertInstitute of Physical Chemistry, Heidelberg University, D-69120 Heidelberg, Germany.
Klaus YserentantInstitute of Physical Chemistry, Heidelberg University, D-69120 Heidelberg, Germany.
Theresa FinkInstitute of Physical Chemistry, Heidelberg University, D-69120 Heidelberg, Germany.
Jonas EuchnerInstitute of Physical Chemistry, Heidelberg University, D-69120 Heidelberg, Germany.
Yin Xin HoInstitute of Cardiovascular Sciences, College of Medical and Dental Sciences & School of Chemistry, University of Birmingham, Birmingham, B152TT UK.
Stanimir Asenov TashevInstitute of Cardiovascular Sciences, College of Medical and Dental Sciences & School of Chemistry, University of Birmingham, Birmingham, B152TT UK.
Dirk-Peter HertenInstitute of Physical Chemistry, Heidelberg University, D-69120 Heidelberg, Germany.
Heidelberg University · DEUniversity of Birmingham · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The counting of discrete photobleaching steps in fluorescence microscopy is ideally suited to study protein complex stoichiometry in situ. The counting range of photobleaching step analysis has been significantly improved with more-sophisticated algorithms for step detection, albeit at an increasing computational cost and with the necessity for high-quality data. Here, we address concerns regarding robustness, automation, and experimental validation, optimizing both data acquisition and analysis. To make full use of the potential of photobleaching step analysis, we evaluate various labeling strategies with respect to their molecular brightness, photostability, and photoblinking. The developed analysis algorithm focuses on automation and computational efficiency. Moreover, we validate the developed methods with experimental data acquired on DNA origami labeled with defined fluorophore numbers, demonstrating counting of up to 35 fluorophores. Finally, we show the power of the combination of optimized trace acquisition and automated data analysis by counting labeled nucleoporin 107 in nuclear pore complexes of intact U2OS cells. The successful in situ application promotes this framework as a new resource enabling cell biologists to robustly determine the stoichiometries of molecular assemblies at the single-molecule level in an automated manner.

Indexed as

AlgorithmsDNAFluorescenceFluorescent DyesMicroscopy, FluorescencePhotobleachingDNAFluorescent Dyes

Identifiers

PMID34586828
PMCPMC8693960
OpenAlexW3203070594

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-SA
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.