Evidence map›Paper›PMID 42577411›Full record

ArticleFrontiers in microbiology2026

Network reorganization of a cold-adapted β-glucosidase couples conformational flexibility to catalytic efficiency under low-temperature conditions.

Xian He, Mengting Liu, Xinwei Li, Liting Zheng, Derui Zhao, Peng Sang, Liquan Yang

Abstract read
In one paragraph

Article in Frontiers in microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Xian He *College of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.
Mengting Liu *Key Laboratory of Bioinformatics and Computational Biology, Department of Education of Yunnan Province, Dali University, Dali, China.
Xinwei Li *College of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.
Liting ZhengCollege of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.
Derui ZhaoCollege of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.
Peng SangCollege of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.
Liquan YangCollege of Agriculture and Biological Science, Dali University, Dali, Yunnan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Elucidating how cold-active enzymes maintain efficient catalysis under low-temperature conditions remains a significant question in enzymology. Although enhanced conformational flexibility has been frequently associated with cold adaptation, flexibility alone cannot fully explain how catalytic precision and reproducibility are maintained. This suggests that an additional layer of structural organization is required. Methods: In this study, a psychrophilic β-glucosidase (pBGL) from Pseudoalteromonas sp. BSw20308 and its mutant variant pBGL-S306P were examined through biochemical assays, molecular dynamics simulations, and dynamic interaction network analysis. Results: The results indicate that pBGL preserves high catalytic efficiency at low temperature despite pronounced thermal instability, maintaining a rigid and conserved catalytic core. Notably, increased flexibility is spatially redistributed toward peripheral and interfacial regions rather than being globally amplified. Network analysis reveals that cold adaptation is associated with a distributed interaction network that connects these flexible regions to the catalytic core, constraining motions into coordinated dynamics that support catalysis. Discussion: These findings suggest that cold adaptation in pBGL may involve not only enhanced flexibility but also network-mediated organization of conformational dynamics, providing a structural framework for understanding the activity-stability balance of cold-active enzymes.

Indexed as

activity-stability trade-offcold adaptationconformational flexibilityenzymatic propertiesenzyme dynamicsneural relational inference (NRI)β-glucosidase

Identifiers

PMID42577411
PMCPMC13454050

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