Evidence map›Paper›PMID 42857735›Full record

ReviewMycology2026

Morphological differentiation and its application in industrial filamentous fungi.

Yushi Fu, Yuanyuan Pan, Yongpeng Yao, Gang Liu

Abstract readReview
In one paragraph

Review in Mycology, 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.

Yushi FuState Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.
Yuanyuan PanState Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.
Yongpeng YaoState Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.
Gang LiuState Key Laboratory of Microbial Diversity and Innovative Utilization, Institute of Microbiology, Chinese Academy of Sciences, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Filamentous fungi are essential ecosystem members and major platforms for industrial biomanufacturing, where their morphological differentiation strongly influences broth rheology, mass/oxygen transfer, secretion efficiency, stress tolerance, and ultimately productivity. However, the intricate network in which process-specific cues are sensed and integrated to reprogram the endogenous developmental pathways remains incompletely understood, limiting rational morphology engineering of the industrial filamentous fungi. This review summarizes recent advances in the regulation of morphological differentiation of filamentous fungi, integrating internal and external signaling along with molecular control of spore germination, polarity establishment, hyphal extension/branching, and cell wall-plasma membrane homeostasis. We discuss how distinct morphologies affect performance in submerged and solid-state fermentation, and we overview the practical control strategies including inoculation design, environmental and hydrodynamic optimization, microparticle-enhanced cultivation, and genetic reprogramming. Finally, we highlight emerging monitoring approaches and recent progress in machine learning and modeling within AI-enabled biomanufacturing, proposing an integrated gene-morphology-function-titer perspective for next-generation fungal cell factories.

Indexed as

cell envelope homeostasisFilamentous fungihyphal branchingmachine learningmorphogenesismorphology engineeringpolarized growth

Identifiers

PMID42857735
PMCPMC13652070

What OpenQuestion holds

Textmetadata
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.