Evidence map›Paper›PMID 39985242›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

A Versatile Protein Scaffold Engineered for the Hierarchical Assembly of Robust and Highly Active Enzymes.

Yiwei Meng, Lukasz Peplowski, Tong Wu, Heng Gong, Ran Gu, Laichuang Han, Yuanyuan Xia, Zhongmei Liu, Zhemin Zhou, Zhongyi Cheng

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Predicting Enzyme Turnover Numbers and Enabling Rational Enzyme Evolution.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026
    Article
  2. Review
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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

10 authors.

Yiwei MengKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Lukasz PeplowskiInstitute of Physics, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University in Torun, Grudziadzka 5, Torun, 87-100, Poland.
Tong WuKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Heng GongKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Ran GuKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Laichuang HanKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Yuanyuan XiaKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Zhongmei LiuKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Zhemin ZhouKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.
Zhongyi ChengKey Laboratory of Industrial Biotechnology (Ministry of Education), School of Biotechnology, Jiangnan University, Wuxi, Jiangsu, China.ORCID https://orcid.org/0000-0001-6825-5374

Funding

111 Project 111-2-06China Innovation Challenge (NingBo) Major Project 2023T020National Key Research and Development Program of China 2023YFC3402400National Natural Science Foundation of China 32101014National Natural Science Foundation of China 32271301National Natural Science Foundation of China 32301049
6 · The paper itself

Abstract

Scaffold proteins play immense roles in bringing enzymes together to enhance their properties. However, the direct fusion of scaffold with bulky guest enzymes may disrupt the assembly process or diminish catalytic efficiency. Most self-assembling protein scaffolds are engineered to form structures beforehand, and then carry guest proteins via different conjugation strategies in vitro. Here, a robust self-assembling scaffold is presented, engineered from Methanococcus jannaschii using disulfide bonds, which efficiently assembles bulky enzymes into higher-order helices without additional chemistry or bio-conjugation in vitro. When fused directly with monomeric Endo-1,4-beta-xylanase A, the catalytic efficiency of the guest enzyme increased by 2.5 times with enhanced thermostability. Additionally, integrating the scaffold with the multimeric metalloenzyme nitrile hydratase overcame the typical stability-activity trade-off of such industrial enzyme, yielding three-fold higher activity and 28-fold higher thermostability. Structural analyses suggest that the artificially made helical twist structures create new interface interactions and provide a concentration of active sites of guest enzymes. Further fusion of fluorescent protein pairs with the scaffold exhibited a 12-fold higher FRET efficiency, suggesting its potential for dual-enzyme cascade applications. Overall, this study showcases a simple yet powerful protein scaffold that organizes guest enzymes into hierarchical structures with enhanced catalytic performance.

Indexed as

MethanocaldococcusProtein EngineeringEnzyme Stabilitydual cascadesenhanced guest enzyme performancesprotein scaffoldsself‐assembly

Identifiers

PMID39985242
PMCPMC12005783

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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.