Evidence map›Paper›PMID 41884406›Full record

ArticleACS catalysis2026

Slowdown of Enzymatic Cellulose Conversion Emerges from Cellulase Mode of Action.

Manuel Eibinger, Gaurav Singh Kaira, Bernd Nidetzky

Abstract read
In one paragraph

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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Manuel EibingerInstitute of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, A-8010 Graz, Austria.ORCID https://orcid.org/0000-0003-3139-5394
Gaurav Singh KairaInstitute of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, A-8010 Graz, Austria.ORCID https://orcid.org/0000-0003-2337-1456
Bernd NidetzkyInstitute of Biotechnology and Biochemical Engineering, Graz University of Technology, NAWI Graz, A-8010 Graz, Austria.ORCID https://orcid.org/0000-0002-5030-2643

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The problem of early slowing of the conversion rate in cellulose hydrolysis, and the resulting large amounts of cellulase enzymes required to achieve just useful conversion efficiencies, remains a major obstacle in the development of cellulosic biofuels. While numerous studies have implicated both substrate and enzyme factors, the underlying mechanism of this rate limitation has remained unresolved. Here, using bacterial cellulose as a well-defined model substrate, we demonstrate that the reaction slowdown emerges from the specific mode of substrate degradation imposed by the cellulolytic enzyme system. We introduce nanomechanical mapping by time-lapse in situ atomic force microscopy to characterize at nanometer spatial resolution the change in surface material organization of cellulose due to enzymatic degradation. The layer-by-layer ablation of surface material utilized by fungal cellulases results in the gradual exposure of the nanomechanically stiffer (i.e., more densely organized and hence more resistant) inner core of the cellulose fibrils, which leads to a rapid decline in the conversion rate by these enzymes. Cellulases assembled into stable complexes (the cellulosome) bind almost irreversibly to cellulose. Low dynamics of their adsorption causes stalling of the cellulose degradation as the portion of unproductively bound enzymes increases during the conversion. Together, these findings reveal distinct, system-specific slowdown mechanisms and uncover a functional interplay between substrate nanomechanics and enzyme adsorption dynamics that dictates overall conversion efficiency. By disentangling these coupled rate-limiting factors, this work establishes previously unrecognized molecular design principles for engineering cellulase systems capable of overcoming the intrinsic substrate recalcitrance of crystalline cellulose.

Indexed as

AFM nanomechanical mappingcellulasecellulose degradationcellulose recalcitrancecellulosomeenzymatic rate retardationhydrolysis slowdown

Identifiers

PMID41884406
PMCPMC13010264

What Socratic 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 Socratic graph.