Evidence map›Paper›PMID 42756803›Full record

ArticleFrontiers in microbiology2026

Effect of increasing organic loading rate on hydrolytic enzyme activities and microbial communities during anaerobic digestion of energy crops.

Frederik Bade, Elliot Guerra-Blackmer, Alberto Meola, Simon Hellmann, Sören Weinrich, Lucie Moeller, Sabine Kleinsteuber

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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0citing papers 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

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

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

7 authors.

Frederik BadeDepartment Systemic Environmental Biotechnology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany.
Elliot Guerra-BlackmerDepartment of Microbial Biotechnology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany.
Alberto MeolaDBFZ Deutsches Biomasseforschungszentrum gemeinnützige GmbH, Leipzig, Germany.
Simon HellmannDBFZ Deutsches Biomasseforschungszentrum gemeinnützige GmbH, Leipzig, Germany.
Sören WeinrichDBFZ Deutsches Biomasseforschungszentrum gemeinnützige GmbH, Leipzig, Germany.
Lucie MoellerDepartment Systemic Environmental Biotechnology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany.
Sabine KleinsteuberDepartment of Microbial Biotechnology, Helmholtz Centre for Environmental Research - UFZ, Leipzig, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Efficiency and stability of anaerobic digestion (AD) processes strongly depend on maintaining a balance between microbial conversion steps. Operational stress can disrupt this balance, leading to shifts in the microbial community, accumulation of intermediate metabolites, and changes in overall process performance. Therefore, the objective of the study was to better understand the role of hydrolysis and its interplay with subsequent conversion steps in the destabilization of the AD process during increasing organic loading rate (OLR). Methods: To systematically investigate the response of an AD process to operational stress, a stepwise increase in OLR until 15 g volatile solids (VS)/(L d) along with stepwise decrease of the hydraulic retention time (HRT) was applied in two parallel operated mesophilic lab-scale anaerobic digesters loaded with maize silage, cow manure and coarse-ground grain. The duplicate systems were comprehensively monitored, including key process parameters such as biogas production and composition, pH, buffer capacity, and volatile fatty acid (VFA) concentrations. Hydrolytic enzyme activities (amylase, protease, esterase) were measured to quantify key microbial functions, and microbial communities were analyzed via amplicon sequencing of 16S rRNA and Results and discussion: Both reactors showed similar trends in process performance until OLR was 2.5-fold increased, characterized by increasing hydrolytic enzyme activities and minor VFA accumulation. At higher OLR, VFA accumulation increased, and the process performance and microbial communities of the two reactors diverged. While methane production in one reactor collapsed due to over-acidification and was replaced by chain elongation as the predominant microbial process, the other reactor maintained methanogenic activity until 3-fold increase in OLR. These changes were also reflected in declining enzyme activities, where protease activity decreased first. Bacterial diversity in the reactor shifting to chain elongation decreased dramatically, indicating a loss of AD functionality under elevated OLR. These findings highlight the importance of microbial community composition and diversity for maintaining AD stability under increasing operational stress. Contrasting reactor responses suggest that even small differences in microbial communities or stochastic effects can influence process resilience.

Indexed as

16S rRNAamylasechain elongationesterasemcrA genesover-acidificationprotease

Identifiers

PMID42756803
PMCPMC13584728

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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.