Evidence map›Paper›PMID 40277147›Full record

ReviewJournal of the American Chemical Society2025

A Foundational Shift in Models for Enzyme Function.

Judith P Klinman, Susan M Miller, Nigel G J Richards

Abstract readReview
In one paragraph

Review in Journal of the American Chemical Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Rational Engineering of AKR13B3 fromInternational journal of molecular sciences · 2026
    Article
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  8. The Discovery ofACS catalysis · 2026
    Article
  9. Review
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  11. Review
  12. Article
  13. Article
  14. Review
  15. Article
  16. 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

3 authors.

Susan M MillerDepartment of Pharmaceutical Chemistry, University of California, San Francisco, California 94158, United States.ORCID 0000-0002-8221-930X
Nigel G J RichardsFoundation for Applied Molecular Evolution, Alachua, Florida 32615, United States.ORCID 0000-0002-0375-0881

Funding

Looking in New Directions for Origins and Cryptic Mechanisms of Enzyme CatalysisR35GM118117 · NIGMS · UNIVERSITY OF CALIFORNIA BERKELEY · PI KLINMAN, JUDITH P · 2016 to 2025
$7.5M
NIGMS NIH HHS R35 GM118117
6 · The paper itself

Abstract

This Perspective addresses the unresolved, and still hotly contested, question of how enzymes transition from stable enzyme-substrate (ES) complexes to successful, femtosecond barrier crossings. By extending Marcus theory to enzyme-catalyzed reactions, we argue that environmental reorganization of the protein scaffold, together with associated water molecules, achieves the intersection of reactant and product potential energy surfaces. After discussing the experimentally demonstrated importance of reduced activation enthalpy in enzyme-catalyzed transformations, we describe new methodologies that measure the temperature dependence of (i) time-averaged hydrogen/deuterium exchange into backbone amides and (ii) time-dependent Stokes shifts to longer emission wavelengths in appended chromophores at the protein/water interface. These methods not only identify specific pathways for the transfer of thermal energy from solvent to the reacting bonds of bound substrates but also suggest that collective thermally activated protein restructuring must occur very rapidly (on the ns-ps time scale) over long distances. Based on these findings, we introduce a comprehensive model for how barrier crossing takes place from the ES complex. This exploits the structural preorganization inherent in protein folding and subsequent conformational sampling, which optimally positions essential catalytic components within ES ground states and correctly places reactive bonds in the substrate(s) relative to embedded energy transfer networks connecting the protein surface to the active site. The existence of these anisotropic energy distribution pathways introduces a new dimension into the ongoing quest for improved

Indexed as

EnzymesBiocatalysisModels, MolecularThermodynamicsEnzymes

Identifiers

PMID40277147
PMCPMC12063184

What OpenQuestion holds

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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.