ArticleProceedings of the National Academy of Sciences of the United States of America2024
Ligand-induced protein transition state stabilization switches the binding pathway from conformational selection to induced fit.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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.
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.
Who cites it
13 citing papers in PubMed, 19 citations in OpenAlex.
- Antimicrobial peptides as computational candidates for SARS-CoV-2 papain-like protease inhibition.Scientific reports · 2026Article
- Cyclo-Polyproline: Chameleonic All-Peptide Macrocycles With Induced-Fit Host-Guest Recognition.Angewandte Chemie (International ed. in English) · 2026Article
- Mechanochemical Decoupling of ATP Hydrolysis and RNA Translocation in SARS-CoV-2 nsp13 by the L405D Mutation.bioRxiv : the preprint server for biology · 2026Article
- Protein-ligand binding kinetics are primarily controlled by the protein, not the ligand.bioRxiv : the preprint server for biology · 2026Article
- Leveraging conformational ensembles in allosteric drug discovery.Trends in pharmacological sciences · 2026Review
- Native mass spectrometry enabled by infrared matrix-assisted laser desorption electrospray ionization for rapid measurement of protein-ligand biophysical parameters.Analytical and bioanalytical chemistry · 2026Article
- Comprehensive Insights into Sugar Transporters ofJournal of fungi (Basel, Switzerland) · 2026Article
- Measuring and locating the changes in protein structure using MELO.Nature communications · 2026Article
- Full-Length Context Disrupts Folding of IgG-Binding Domains of Protein A.bioRxiv : the preprint server for biology · 2025Article
- An MD View of Ligand Binding.Molecules (Basel, Switzerland) · 2025Article
- Kinetic Dissection of Proton-Coupled Conformational Transitions in Nucleic Acids by Integrating pH-Dependent NMR and Chemical Modifications.Journal of the American Chemical Society · 2025Article
- Computational elucidation ofIn silico pharmacology · 2025Article
- A Review of Electromagnetic Fields in Cellular Interactions and Cacao Bean Fermentation.Foods (Basel, Switzerland) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Protein-ligand complex formation is fundamental to biological function. A central question is whether proteins spontaneously adopt binding-competent conformations to which ligands bind conformational selection (CS) or whether ligands induce the binding-competent conformation induced fit (IF). Here, we resolve the CS and IF binding pathways by characterizing protein conformational dynamics over a wide range of ligand concentrations using NMR relaxation dispersion. We determined the relative flux through the two pathways using a four-state binding model that includes both CS and IF. Experiments conducted without ligand show that galectin-3 exchanges between the ground-state conformation and a high-energy conformation similar to the ligand-bound conformation, demonstrating that CS is a plausible pathway. Near-identical crystal structures of the apo and ligand-bound states suggest that the high-energy conformation in solution corresponds to the apo crystal structure. Stepwise additions of the ligand lactose induce progressive changes in the relaxation dispersions that we fit collectively to the four-state model, yielding all microscopic rate constants and binding affinities. The ligand affinity is higher for the bound-like conformation than for the ground state, as expected for CS. Nonetheless, the IF pathway contributes greater than 70% of the total flux even at low ligand concentrations. The higher flux through the IF pathway is explained by considerably higher rates of exchange between the two protein conformations in the ligand-associated state. Thus, the ligand acts to decrease the activation barrier between protein conformations in a manner reciprocal to enzymatic transition-state stabilization of reactions involving ligand transformation.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.