A systems biology approach to dissect the morphogenetic network of Aspergillus niger that links growth with product formation
Final Report Abstract
Filamentous fungi such as Aspergillus niger are used in biotechnology to transform renewable biomass into food, medicines and other platform chemicals. During submerged fermentation, heterogenous mixes of different mycelial growth types, such as pellets or dispersed mycelia, are formed. Previous data had suggested that macromorphology was crucial for the productivity of fermentation processes. However, very little was known about the genetic, (sub-)cellular, or mycelial biology which underpins macromorphological formation. Moreover, quantitative statements about how fungal productivity connects with macromorphology were lacking. The overall aim of this study was thus to develop rational genetic approaches to predict and engineer the macroscopic morphology of A. niger during fermentation, and to quantify how macromorphology links to citric acid or protein production. The aim was to harness co-expression network data that predict 57 ‘morphogenes’ connected with the citric acid cycle and predicted to impact A. niger morphology. Through a collaboration between the Technische Universität Berlin and the Tianjin Institute of Biotechnology, we used network biology, genetics, metabolic analyses, microscopy, and mathematical modelling to generate an extensive morphogene conditional expression library (n = 45 strains) and subsequently use this as a tool to prove, for the first time: (i) A. niger pellet formation is dependent largely on strain fitness (i.e., robust growth) and not hyphal morphology; (ii) pellet parameters (e.g. size, shape) depend on a combination of strain fitness and hyphal branching; (iii) growth rates, pellet macromorphology, and culture heterogeneity are tightly interconnected, yet can be de-coupled by moderate expression of a putative protein kinase encoding gene pkh2; (iv) targeting genes encoding Golgi/secretory proteins drastically impact macromorphology (e.g., sec26, sec27, cog4), rarely elevate protein titres, but remarkably can be used to abrogate citric acid production (e.g., secG, geaB, ageB); (v) elevated expression of the gene pkaC can be used to almost double citric acid titres in commercially used A. niger isolates; (vi) optimal citric acid titres are dependent on a non-compacted ‘hairy’ pellet surface; (vii) pellets with a diameter around 2 mm are optimal for protein titres but also require weak hyphal cell walls. The genetic tools, data, and protocols developed during this study thus enable precise genetic control of A. niger macromorphology and thus open new genetic leads for fermentation optimizations.
Publications
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Activating fungal secondary metabolism using co-expression networks and synthetic gene switches. Conference Presentation (T Cairns) at German Conference on Synthetic Biology (GCSB 2021) Engineering Living Systems, 13-17th September 2021 (virtual conference)
Cairns, T., Schäpe, P., Kwon, M., Pohl, C., Steiniger, C. & Meyer, V.
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Filamentous fungal applications in biotechnology: a combined bibliometric and patentometric assessment. Fungal Biology and Biotechnology, 8(1).
Füting, Pamina; Barthel, Lars; Cairns, Timothy C.; Briesen, Heiko & Schmideder, Stefan
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Something old, something new: challenges and developments in Aspergillus niger biotechnology. Essays in Biochemistry, 65(2), 213-224.
Cairns, Timothy C.; Barthel, Lars & Meyer, Vera
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Turning Inside Out: Filamentous Fungal Secretion and Its Applications in Biotechnology, Agriculture, and the Clinic. Journal of Fungi, 7(7), 535.
Cairns, Timothy C.; Zheng, Xiaomei; Zheng, Ping; Sun, Jibin & Meyer, Vera
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Understanding and controlling filamentous growth of fungal cell factories: novel tools and opportunities for targeted morphology engineering. Fungal Biology and Biotechnology, 8(1).
Meyer, Vera; Cairns, Timothy; Barthel, Lars; King, Rudibert; Kunz, Philipp; Schmideder, Stefan; Müller, Henri; Briesen, Heiko; Dinius, Anna & Krull, Rainer
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A Library of Aspergillus niger Chassis Strains for Morphology Engineering Connects Strain Fitness and Filamentous Growth With Submerged Macromorphology. Frontiers in Bioengineering and Biotechnology, 9.
Cairns, Timothy C.; Zheng, Xiaomei; Feurstein, Claudia; Zheng, Ping; Sun, Jibin & Meyer, Vera
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Comprehensively dissecting the hub regulation of PkaC on high‐productivity and pellet macromorphology in citric acid producing Aspergillus niger. Microbial Biotechnology, 15(6), 1867-1882.
Zheng, Xiaomei; Cairns, Timothy C.; Ni, Xiaomei; Zhang, Lihui; Zhai, Huanhuan; Meyer, Vera; Zheng, Ping & Sun, Jibin
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Evaluation of Aspergillus niger Six Constitutive Strong Promoters by Fluorescent-Auxotrophic Selection Coupled with Flow Cytometry: A Case for Citric Acid Production. Journal of Fungi, 8(6), 568.
Lu, Yudan; Zheng, Xiaomei; Wang, Yu; Zhang, Lihui; Wang, Lixian; Lei, Yu; Zhang, Tongcun; Zheng, Ping & Sun, Jibin
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Protocol for gene characterization in Aspergillus niger using 5S rRNA-CRISPR-Cas9-mediated Tet-on inducible promoter exchange. STAR Protocols, 3(4), 101838.
Zheng, Xiaomei; Cairns, Timothy; Zheng, Ping; Meyer, Vera & Sun, Jibin
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Quantitative phenotypic screens of Aspergillus niger mutants in solid and liquid culture. STAR Protocols, 3(4), 101883.
Cairns, Timothy; Zheng, Xiaomei; Feurstein, Claudia; Zheng, Ping; Sun, Jibin & Meyer, Vera
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Genome-wide transcription landscape of citric acid producing Aspergillus niger in response to glucose gradient. Frontiers in Bioengineering and Biotechnology, 11.
Zheng, Xiaomei; Du, Peng; Gao, Kaiyue; Du, Yimou; Cairns, Timothy C.; Ni, Xiaomeng; Chen, Meiling; Zhao, Wei; Ma, Xinrong; Yang, Hongjiang; Zheng, Ping & Sun, Jibin
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Harnessing co-expression network data and synthetic biology to metabolically engineer Aspergillus niger. Conference Presentation (T Cairns) at 16th European Conference on Fungal Genetics. Innsbruck, Austria, 5-8th March 2023 (in person conference).
Cairns, T., Schäpe, P., Kwon, M., Pohl, C., Steiniger, C. & Meyer, V.
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High-quality co-expression networks for accurate gene function predictions in the fungal cell factory Aspergillus niger and beyond. openRxiv.
Schäpe, Paul; Starke, Stephan; Schuetze, Tabea; Basenko, Evelina; Jung, Sascha; Cairns, Timothy & Meyer, Vera
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Regression modelling of conditional morphogene expression links and quantifies the impact of growth rate, fitness and macromorphology with protein secretion in Aspergillus niger. Biotechnology for Biofuels and Bioproducts, 16(1).
Cairns, Timothy C.; de Kanter, Tom; Zheng, Xiaomei Z.; Zheng, Ping; Sun, Jibin & Meyer, Vera
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Breaking down barriers: comprehensive functional analysis of the Aspergillus niger chitin synthase repertoire. Fungal Biology and Biotechnology, 11(1).
Barthel, Lars; Cairns, Timothy; Duda, Sven; Müller, Henri; Dobbert, Birgit; Jung, Sascha; Briesen, Heiko & Meyer, Vera
