Evidence map›Paper›PMID 42298785›Full record

ArticleProtein science : a publication of the Protein Society2026

Integrative SAXS and AFM analysis of engineered carbohydrate-active enzyme assemblies with tunable spatial organization.

Iker Pardo Larrabeiti, Manuel Eibinger, Jeremy Esque, Stéphanie Pradeau, Sébastien Fort, Sarah Moraïs, Itzhak Mizrahi, Edward A Bayer, Bernd Nidetzky, Cédric Y Montanier and 2 more

Abstract read
In one paragraph

Article in Protein science : a publication of the Protein Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

12 authors.

Iker Pardo LarrabeitiTBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France.ORCID 0009-0001-5322-6279
Manuel EibingerInstitute of Biotechnology and Biochemical Engineering, Graz University of Technology, Graz, Austria.
Jeremy EsqueTBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France.
Stéphanie PradeauUniversity of Grenoble Alpes, CNRS, CERMAV, Grenoble, France.
Sébastien FortUniversity of Grenoble Alpes, CNRS, CERMAV, Grenoble, France.ORCID 0000-0002-6133-9900
Sarah MoraïsDepartment of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.
Itzhak MizrahiDepartment of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.
Edward A BayerDepartment of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.
Bernd NidetzkyInstitute of Biotechnology and Biochemical Engineering, Graz University of Technology, Graz, Austria.ORCID 0000-0002-5030-2643
Cédric Y MontanierTBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France.
Pierre RoblinUniversity of Toulouse, CNRS, LGC, Toulouse, France.
Claire DumonTBI, Université de Toulouse, CNRS, INRAE, INSA, Toulouse, France.

Funding

3BCAR Carnot Institute (ANRNo.19CARN000101)Agence Nationale de la Recherche ANR-18-EURE-0021Agence Nationale de la Recherche ANR-21-CE43-0024 CONCERTO
6 · The paper itself

Abstract

Cellulosomes are multi-enzyme assemblies whose catalytic efficiency depends on the spatial organization of their components. However, their pronounced conformational flexibility has precluded quantitative characterization of inter-enzyme distances and overall topology. Here, we present a methodological framework to tailor and analyze the architecture of constrained multi-enzyme complexes composed of two endoglucanases AtCel8A and AtCel9R and one xylanase AtXyn11A by fixing enzyme positions using the Jo-In scaffold. This approach enables generation of defined assemblies structurally characterized by small-angle X-ray scattering (SAXS) and/or atomic force microscopy (AFM). SAXS analysis of the two-glucanase complexes reveals distinct scattering profiles corresponding to different degrees of compaction depending on the enzyme spatial arrangement. Complementary AFM imaging of bifunctional assemblies supports SAXS derived models at the single-particle level, reinforcing the robustness of the proposed workflow. The three-enzyme assemblies' SAXS measurements distinguish different constructions while showing relatively homogeneous radii of gyration (53 ± 2 Å) and maximum dimensions of 180 to 200 Å. Atomistic modeling using two independent approaches, DADIMODO and BILBO-MD, converges toward consistent average spatial organizations with constrained interdomain distance ranges, and consistent quantitative parameters validating the structural models. Altogether, the results establish a quantitative framework for designing tailored multi-enzyme assemblies. Jo-In scaffold provides a versatile tool for structural analysis of modular, dynamic protein complexes, advancing our understanding of structure-function relationship in multi-enzyme systems.

Indexed as

CellulaseEndo-1,4-beta XylanasesProtein EngineeringMicroscopy, Atomic ForceModels, MolecularScattering, Small AngleX-Ray DiffractionCellulaseEndo-1,4-beta XylanasesAFMcellulaseendoglucanaseglycoside hydrolaseSAXSspatial proximityxylanase

Identifiers

PMID42298785
PMCPMC13269677

What OpenQuestion holds

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LicenceCC BY
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 OpenQuestion graph.