Evidence map›Paper›PMID 42247511›Full record

ArticleScience advances2026

Massively parallel bead-free force spectroscopy with fluorescence.

Adam B Yasunaga, Ryan Riopel, David T R Bakker, Dyuti Raghu, Micah Yang, Isaac T S Li

Abstract read
In one paragraph

Article in Science advances, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Adam B YasunagaDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.ORCID 0000-0002-1984-0443
Ryan RiopelDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.ORCID 0009-0000-2215-595X
David T R BakkerDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.ORCID 0009-0005-5284-6205
Dyuti RaghuDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.
Micah YangDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.ORCID 0009-0006-9822-2892
Isaac T S LiDepartment of Chemistry, The University of British Columbia, Kelowna, BC V1V1V7, Canada.ORCID 0000-0002-8450-5326

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single-molecule force spectroscopy (SMFS) has transformed our understanding of biomolecular mechanics. However, current high-throughput implementations rely on beads to apply force, introducing size and surface chemistry variability, requiring per-bead calibration, and are prone to multitether artifacts. Long handles further complicate measurements by convolving target conformational changes with handle stretching. We introduce tether force spectroscopy (TFS), a bead-free SMFS platform in which a single DNA tether serves as both the force applicator and an internal calibrator. In TFS, shear flow acting on identical DNA tethers applies piconewton-scale forces directly to surface-anchored molecules whose conformational dynamics are simultaneously monitored by single-molecule fluorescence. This guarantees single-tether results with uniform, internally calibrated forces and is inherently compatible with single-molecule fluorescence. We achieved high-resolution, high-throughput measurements across hundreds of molecules, enabling both force-extension and rupture experiments without specialized instrumentation. The combination of simplicity and simultaneous force-fluorescence capability makes TFS broadly accessible for correlating structure and function in diverse biomolecular systems.

Indexed as

DNASingle Molecule ImagingFluorescenceMicroscopy, Atomic ForceSpectrometry, FluorescenceDNA

Identifiers

PMID42247511
PMCPMC13240242

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.