Evidence map›Paper›PMID 41120342›Full record

ArticleNature communications2025

A Bayesian approach towards atomically-precise localization in fluorescence microscopy.

Yuqin Duan, Qiushi Gu, Hanfeng Wang, Yong Hu, Kevin C Chen, Matthew E Trusheim, Dirk R Englund

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 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. 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

7 authors.

Yuqin DuanResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA. sophiayd@mit.edu.ORCID http://orcid.org/0000-0002-4106-3783
Qiushi GuResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA.
Hanfeng WangResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA.ORCID http://orcid.org/0000-0003-4299-7649
Yong HuResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA.ORCID http://orcid.org/0000-0003-3360-7856
Kevin C ChenResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA.ORCID http://orcid.org/0000-0003-0983-192X
Matthew E TrusheimResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA.
Dirk R EnglundResearch Laboratory of Electronics, MIT, 50 Vassar Street, Cambridge, MA, 02139, USA. englund@mit.edu.ORCID http://orcid.org/0000-0002-1043-3489

Funding

National Science Foundation (NSF) DMR-1231319
6 · The paper itself

Abstract

Super-resolution microscopy has revolutionized the imaging of complex physical and biological systems by surpassing the Abbe diffraction limit. Recent advancements, particularly in single-molecule localization microscopy, have pushed localization below nanometer precision, by applying prior knowledge of correlated fluorescence emission from single emitters. However, achieving a refinement from 1 nm to 1 Ångström demands a hundred-fold increase in collected photon signal. This quadratic resource scaling imposes a fundamental barrier in single-molecule localization microscopy, where the intense photon collection is challenged by photo-bleaching, prolonged integration times, and inherent practical constraints. Here, we break this limit by harnessing the periodic nature of the atomic lattice structure. Applying this discrete grid imaging technique (DIGIT) in a quantum emitter system, we observe an exponential collapse of localization uncertainty once surpassing the host crystal's atomic lattice constant. We further applied DIGIT to a large-scale quantum emitter array, enabling parallel positioning of each emitter through wide-field imaging. Collectively, these advancements establish DIGIT as a competitive tool for achieving unprecedented, precise measurements, ultimately paving the way to direct optical resolution of crystal and atomic features within quantum and biological systems.

Identifiers

PMID41120342
PMCPMC12541000

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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.