Evidence map›Paper›PMID 39874290›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2025

Enzymes in a human cytoplasm model organize into submetabolon complexes.

Premila P Samuel Russell, Meredith M Rickard, Taras V Pogorelov, Martin Gruebele

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Cytoplasmic crowding acts as a porous medium reducing macromolecule diffusion.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Article
  4. Weighted Ensemble Simulation: Advances in methods, software, and applications.Wiley interdisciplinary reviews. Computational molecular science
    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

4 authors.

Premila P Samuel RussellDepartment of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-6690-0886
Meredith M RickardDepartment of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801.
Taras V PogorelovDepartment of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-5851-7721
Martin GruebeleDepartment of Chemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801.ORCID 0000-0001-9291-8123

Funding

Breakthrough Molecular Dynamics Research via an Anton2 SupercomputerR01GM116961 · NIGMS · CARNEGIE-MELLON UNIVERSITY · PI BLOOD, PHILIP D. · 2016 to 2023
$3.0M
Capturing structure and dynamics of transmembrane signaling proteinsR01GM141298 · NIGMS · UNIVERSITY OF ILLINOIS AT URBANA-CHAMPAIGN · PI POGORELOV, TARAS V. · 2021 to 2024
$1.3M
HHS | NIH (NIH) R01-GM116961HHS | NIH (NIH) R01-GM141298NIGMS NIH HHS R01 GM116961NIGMS NIH HHS R01 GM141298NSF (NSF) MCB 2205665
6 · The paper itself

Abstract

Enzyme-enzyme interactions are fundamental to the function of cells. Their atomistic mechanisms remain elusive mainly due to limitations of in-cell measurements. We address this challenge by atomistically modeling, for a total of ≈80 μs, a slice of the human cell cytoplasm that includes three successive enzymes along the glycolytic pathway: glyceraldehyde-3-phosphate dehydrogenase (GAPDH), phosphoglycerate kinase (PGK), and phosphoglycerate mutase (PGM). We tested the model for nonspecific protein stickiness, an artifact of current atomistic force fields in crowded environments. The simulations reveal that the human enzymes co-organize in-cell into transient submetabolon complexes, consistent with previous experimental results. Our data both reiterate known specificity between GAPDH and PGK and reveal extensive direct interactions between GAPDH and PGM. Our simulations further reveal, through force field benchmarking, the critical role of protein solvation in facilitating these enzyme-enzyme interactions. Transient interenzyme interactions with μs lifetime occur repeatedly in our simulations via specific sticky protein surface patches, with interactions often mediated by charged patch residues. Some of the residues that interact frequently with one another lie in or near the active site of the enzymes. We show that some of these patches correspond to a general mode to interact with several partners for promiscuous enzymes like GAPDH. We further show that the non-native yeast PGK is stickier than human PGK in our human cytoplasm model, supporting the idea of evolutionary pressure to reduce sticking. Our cytoplasm modeling paves the way toward capturing the atomistic dynamics of an entire enzymatic pathway in-cell.

Indexed as

CytoplasmGlyceraldehyde-3-Phosphate DehydrogenasesPhosphoglycerate KinasePhosphoglycerate MutaseGlycolysisHumansMolecular Dynamics SimulationGlyceraldehyde-3-Phosphate DehydrogenasesPhosphoglycerate KinasePhosphoglycerate Mutasehydrophobicitymetabolonmolecular dynamicsosteosarcoma cellsubstrate

Identifiers

PMID39874290
PMCPMC11804712

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.