Evidence map›Paper›PMID 40671324›Full record

ArticleProtein science : a publication of the Protein Society2025

Linker-mediated domain separation enhances cold adaptation in cellulases.

Robbie Ge, Ning Ding, Yaoyukun Jiang, Zhongyue J Yang

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. Article
  2. Linker-mediated domain separation enhances cold adaptation in cellulases.Protein science : a publication of the Protein Society · 2025
    Article
  3. Review
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.

Robbie GeDepartment of Chemistry, Vanderbilt University, Nashville, Tennessee, USA.
Ning DingDepartment of Chemistry, Vanderbilt University, Nashville, Tennessee, USA.
Yaoyukun JiangDepartment of Chemistry, Vanderbilt University, Nashville, Tennessee, USA.
Zhongyue J YangDepartment of Chemistry, Vanderbilt University, Nashville, Tennessee, USA.ORCID 0000-0003-0395-6617

Funding

Developing Computational Tools for Predicting and Designing Function-Enhancing Enzyme VariantsR35GM146982 · NIGMS · VANDERBILT UNIVERSITY · PI Zhongyue Yang · 2022 to 2026
$1.8M
Advanced Cyberinfrastructure Coordination Ecosystem: Services & Support BIO200057NIGMS NIH HHS R35 GM146982NIGMS NIH HHS R35GM146982Vanderbilt University
6 · The paper itself

Abstract

Cold-adapted cellulases have the potential to reduce energy demands in industrial processes by enabling efficient cellulose saccharification at lower temperatures. However, the structural basis of cold adaptation in bidomain cellulases remains poorly understood. Our prior studies on bidomain amylases proposed a "linker spacer effect"-a greater magnitude of domain separation is associated with improved cold adaptation. Here, we investigated this effect in the bidomain cellulase Cel5G and its linker-modified variants through molecular dynamics simulations. Domain separation, quantified by domain separation index (DSI), positively correlates with catalytic turnover number at 10°C, meaning that Cel5G variants with a greater DSI demonstrates a higher cold activity. Structural analyses show that disulfide-bonded loops are pivotal to maintain a high population of extended conformations that involve a greater DSI and reduced interdomain hydrogen bonding (H-bonding). Besides serving as a spacer, linkers in bidomain enzymes can also modulate the active site by altering the protein's conformational dynamics, fine-tuning the frequency of H-bond interactions to influence catalytic residues' capability of binding or reacting to the substrate. Overall, this study enhances our structural and dynamics-based understanding of cold adaptation of bidomain enzymes, guiding the development of new strategies for engineering cold-adapted enzymes.

Indexed as

Bacterial ProteinsCellulaseCellulasesCatalytic DomainCold TemperatureHydrogen BondingMolecular Dynamics SimulationProtein DomainsBacterial ProteinsCellulaseCellulasescellulasecold adaptationdomain separationlinkermolecular dynamics simulationPseudoalteromonas haloplanktis

Identifiers

PMID40671324
PMCPMC12267673

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.