Evidence map›Paper›PMID 22869712›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2012

Interpreting the widespread nonlinear force spectra of intermolecular bonds.

Raymond W Friddle, Aleksandr Noy, James J De Yoreo

Erratum issuedAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 88 papers.

0numbers the graph read from it
0cells of the map it votes in
88citing 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

88 citing papers in PubMed.

  1. Single-Molecule Force Spectroscopy: Experiments, Analysis, and Simulations.Methods in molecular biology (Clifton, N.J.) · 2027
    Article
  2. Forces in mechanically interlocked materials.Chemical Society reviews · 2026
    Review
  3. Article
  4. Review
  5. Article
  6. Chemifriction and Superlubricity: Friends or Foes?The journal of physical chemistry letters · 2025
    Article
  7. Review
  8. Review
  9. Article
  10. Article
  11. Article
  12. Mechanosensory entities and functionality of endothelial cells.Frontiers in cell and developmental biology · 2024
    Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Acoustic force spectroscopy reveals subtle differences in cellulose unbinding behavior of carbohydrate-binding modules.Proceedings of the National Academy of Sciences of the United States of America · 2022
    Article
  18. Article
  19. Article
  20. Article

28 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

  • Erratum issued
5 · Who and what money

Authors and funding

3 authors.

Raymond W FriddleMolecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA. rwfridd@sandia.gov
Aleksandr Noy
James J De Yoreo

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Single molecule force spectroscopy probes the strength, lifetime, and energetic details of intermolecular interactions in a simple experiment. A growing number of these studies have reported distinctly nonlinear trends in rupture force with loading rate that are typically explained in conventional models by invoking complex escape pathways. Recent analyses suggested that these trends should be expected even for simple barriers based on the basic assumptions of bond rupture dynamics and thus may represent the norm rather than the exception. Here we explore how these nonlinear trends reflect the two fundamental regimes of bond rupture: (i) a near-equilibrium regime, produced either by bond reforming in the case of a single bond or by asynchronized rupture of multiple individual bonds, and (ii) a kinetic regime produced by fast, non-equilibrium bond rupture. We analyze both single- and multi-bonded cases, describe the full evolution of the system as it transitions between near- and far-from-equilibrium loading regimes, and show that both interpretations produce essentially identical force spectra. Data from 10 different molecular systems show that this model provides a comprehensive description of force spectra for a diverse suite of bonds over experimentally relevant loading rates, removes the inconsistencies of previous interpretations of transition state distances, and gives ready access to both kinetic and thermodynamic information about the interaction. These results imply that single-molecule binding free energies for a vast number of bonds have already been measured.

Indexed as

Molecular ConformationAlgorithmsBiochemistryBiophysicsKineticsMarkov ChainsMicroscopy, Atomic ForceModels, ChemicalModels, MolecularModels, StatisticalNonlinear DynamicsProbabilityProtein BindingThermodynamicsTime Factors

Identifiers

PMID22869712
PMCPMC3427124

What OpenQuestion holds

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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.