Evidence map›Paper›PMID 42373663›Full record

ArticleNature communications2026

Complete enzyme clustering enhances coenzyme Q biosynthesis via substrate channeling.

Dianzhuo Wang, Andrea Gottinger, Jio Jeong, Callum R Nicoll, Junlang Liu, Tereza Kadavá, Domiziana Cecchini, Marco Malatesta, Albert J R Heck, Andrea Mattevi and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Dianzhuo Wang *Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
Andrea Gottinger *Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy.ORCID http://orcid.org/0000-0002-0859-5569
Jio Jeong *Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.ORCID http://orcid.org/0009-0002-2661-5102
Callum R Nicoll *Department of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy.ORCID http://orcid.org/0000-0002-2122-9387
Junlang LiuDepartment of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.ORCID http://orcid.org/0009-0000-4106-2011
Tereza KadaváBiomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0003-3551-7563
Domiziana CecchiniDepartment of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy.ORCID http://orcid.org/0009-0004-0089-7652
Marco MalatestaDepartment of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy.
Albert J R HeckBiomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.ORCID http://orcid.org/0000-0002-2405-4404
Andrea MatteviDepartment of Biology and Biotechnology "Lazzaro Spallanzani", University of Pavia, Pavia, Italy. andrea.mattevi@unipv.it.ORCID http://orcid.org/0000-0002-9523-7128
Eugene I ShakhnovichDepartment of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA. shakhnovich@chemistry.harvard.edu.ORCID http://orcid.org/0000-0002-4769-2265

Funding

Biophysical foundations of evolutionary dynamicsR35GM139571 · NIGMS · HARVARD UNIVERSITY · PI SHAKHNOVICH, EUGENE I · 2021 to 2025
$3.9M
NIGMS NIH HHS R35 GM139571U.S. Department of Health & Human Services | NIH | National Institute of General Medical Sciences (NIGMS) R35GM139571
6 · The paper itself

Abstract

Metabolons - transient assemblies of sequential metabolic enzymes - facilitate the reactions of multi-step metabolic pathways, yet, how they mechanistically bolster metabolic flux remains unknown. Here, we investigate the molecular determinants of metabolon formation in coenzyme Q (CoQ) biosynthesis using coarse-grained molecular dynamics simulations and biochemical experiments. We show that the COQ metabolon forms at the critical region of a phase transition, where both metabolon clustering and metabolic flux exhibit coordinated sigmoidal responses to changes in protein-protein interaction strength. These complete metabolons enable substrate channeling between sequential enzymes, leading to a crucial enhancement of CoQ production efficiency. Selectively disrupting protein-protein interactions and randomly shuffling the interaction network demonstrate that protein-proximity rather than a defined spatial organization of the metabolon clusters is imperative for substrate channeling. Grounded in both experiments and simulations, these findings provide a framework for understanding the organization and function of metabolons across diverse metabolic pathways.

Indexed as

UbiquinoneMetabolic Networks and PathwaysMolecular Dynamics SimulationProtein Interaction MapsSubstrate SpecificityUbiquinone

Identifiers

PMID42373663
PMCPMC13457866

What OpenQuestion holds

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Registered trials

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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.