Evidence map›Paper›PMID 40506748›Full record

ArticleBiotechnology for biofuels and bioproducts2025

Adjusting Aspergillus niger pellet diameter, population heterogeneity, and core architecture during shake flask cultivation.

K Engelbert, C Deffur, T C Cairns, F Zhang, T Kheirkhah, H Winter, S Junne, P Neubauer, H Briesen, V Meyer

Abstract read
In one paragraph

Article in Biotechnology for biofuels and bioproducts, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

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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.

K EngelbertInstitute of Biotechnology, Chair of Applied and Molecular Microbiology, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany. karin.engelbert@tu-berlin.de.ORCID http://orcid.org/0009-0008-6326-9134
C DeffurSchool of Life Sciences Weihenstephan, Chair of Process Systems Engineering, Technical University of Munich, Gregor-Mendel-Straße 4, 85354, Freising, Germany.ORCID http://orcid.org/0000-0002-3902-0602
T C CairnsInstitute of Biotechnology, Chair of Applied and Molecular Microbiology, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany.ORCID http://orcid.org/0000-0001-7106-224X
F ZhangSchool of Life Sciences Weihenstephan, Chair of Process Systems Engineering, Technical University of Munich, Gregor-Mendel-Straße 4, 85354, Freising, Germany.ORCID http://orcid.org/0009-0005-1389-2372
T KheirkhahInstitute of Biotechnology, Chair of Bioprocess Engineering, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany.ORCID http://orcid.org/0009-0008-1796-2085
H WinterSchool of Life Sciences Weihenstephan, Chair of Process Systems Engineering, Technical University of Munich, Gregor-Mendel-Straße 4, 85354, Freising, Germany.ORCID http://orcid.org/0000-0002-4831-0003
S JunneInstitute of Biotechnology, Chair of Bioprocess Engineering, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany.ORCID http://orcid.org/0000-0001-6185-2627
P NeubauerInstitute of Biotechnology, Chair of Bioprocess Engineering, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany.ORCID http://orcid.org/0000-0002-1214-9713
H BriesenSchool of Life Sciences Weihenstephan, Chair of Process Systems Engineering, Technical University of Munich, Gregor-Mendel-Straße 4, 85354, Freising, Germany.ORCID http://orcid.org/0000-0001-7725-5907
V MeyerInstitute of Biotechnology, Chair of Applied and Molecular Microbiology, Technische Universität Berlin, Straße des 17. Juni 135, 10623, Berlin, Germany. vera.meyer@tu-berlin.de.ORCID http://orcid.org/0000-0002-2298-2258

Funding

Deutsche Forschungsgemeinschaft SPP 1934 DiSPBiotech-315384307Deutsche Forschungsgemeinschaft SPP2170 InterZell-427889137
6 · The paper itself

Abstract

backgroundFilamentous fungi form a range of macromorphologies during submerged cultivation including dispersed mycelia, loose clumps, and pellets. Macromorphological development is usually heterogenous, whereby mixtures form due to a complex interplay of growth, aggregation, and fragmentation. Submerged macromorphology strongly impacts product titres and rheological performance. Nevertheless, studies that systematically investigate the quantitative effect of cultivation parameters on macromorphology and heterogeneity are lacking.

resultsIn this study, we have developed shake flask cultivation conditions which enable reproducible macromorphological control of the multipurpose cell factory Aspergillus niger. Tested culture parameters included various spore titres, concentration of talc microparticles, shaking frequency, and presence/absence of baffles (n = 48 conditions). We quantified macromorphology (e.g., pellet diameter) using high-throughput two-dimensional image analysis and report intra-flask heterogeneity and flask-to-flask variation. These data identified optimal culture conditions which cause minimal macromorphological variation within individual flasks and between technical replicates. We demonstrate that pellet diameter can be reproducibly adjusted between experiments using simple cultivation conditions, and use these parameters to prove larger pellets secrete more protein while consuming less glucose. Linear regression models allowed us to identify spore concentration, shaking frequency, and talc concentration as crucial parameters impacting pellet diameter. Finally, we used a newly developed microtomography (µ-CT) approach to quantify the three-dimensional internal architecture for thousands of pellets at the cellular level. Cultivation conditions drastically impacted internal architecture. For the first time we report distinct types of pellets- those formed from a single (I) or multi-spore (II) core, and additionally pellets formed by agglomeration of mature pellets (III). Remarkably, these data show that a pellet of 2 mm consists of up to about 30 m of total hyphal length and contain approximately 200,000 tips.

conclusionsThis study identifies simple methods for adjusting macromorphology and heterogeneity, which will enable facile testing of different macromorphologies for maximizing product titres. For the first time we have investigated how pellet internal architecture is impacted by numerous culture parameters. We propose a new pellet classification system based on internal spore core architecture, thus broadening our understanding of fungal macromorphological development and opening up new avenues for bioprocess or strain engineering.

Indexed as

Aspergillus nigerDiameter distributionHeterogeneityMacromorphologyMicromorphologyPelletSeed cultureTalc microparticles

Identifiers

PMID40506748
PMCPMC12160380

What Socratic holds

Textmetadata
LicenceCC BY
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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.