Evidence map›Paper›PMID 42846076›Full record

ArticleFrontiers in microbiology2026

A closed-loop tray bioreactor for online monitoring of mycelium-based composites.

Tiziano Derme, Che Wei Lin, Francis Willis Mathew Robert Schwarze, Benjamin Dillenburger

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.

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

4 authors.

Tiziano DermeITA-Institut für Technologie in der Architektur, ETH Zürich, Zürich, Switzerland.
Che Wei LinITA-Institut für Technologie in der Architektur, ETH Zürich, Zürich, Switzerland.
Francis Willis Mathew Robert SchwarzeEmpa Cellulose & Wood Materials Laboratory, St. Gallen, Switzerland.
Benjamin DillenburgerITA-Institut für Technologie in der Architektur, ETH Zürich, Zürich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mycelium-based composites are bio-derived structural materials produced by cultivating filamentous fungi through lignocellulosic substrates under solid-state fermentation conditions. Solid-state fermentation remains difficult to control because fungal growth is highly sensitive to local gradients in temperature, humidity, and gas composition. This study presents the design, construction, and experimental validation of a modular tray bioreactor for the controlled cultivation of mycelium-based composites. The system combines closed-loop feedback control of temperature and relative humidity with continuous monitoring of carbon dioxide and oxygen, online calculation of carbon dioxide evolution rate, programmable environmental trajectories, and synchronized multi-unit operation through a primary-secondary architecture. Performance was evaluated in two abiotic and two biotic experiments. Under abiotic conditions, the reactor provided stable regulation within a practical operating range of approximately 26-29°C and 25-50% relative humidity, with a steady-state temperature error below 0.5°C at the established setpoints and a root mean square error of 0.12°C during fixed-set-point operation. During biotic experiments with

Indexed as

growth kineticsmycelium-based compositesrespirometrysolid-state fermentationtray bioreactors

Identifiers

PMID42846076
PMCPMC13642839

What OpenQuestion holds

Textmetadata
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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.