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Butkovich LV, Leggieri PA, Lillington SP, Navaratna TA, Swift CL, Malinov NG, Zalunardo TR, Vining OB, Lipzen A, Wang M, Yan J, Ng V, Grigoriev IV, O'Malley MA. Separation of life stages within anaerobic fungi (Neocallimastigomycota) highlights differences in global transcription and metabolism. Fungal Genet Biol 2025; 176:103958. [PMID: 39746393 DOI: 10.1016/j.fgb.2024.103958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 12/23/2024] [Accepted: 12/24/2024] [Indexed: 01/04/2025]
Abstract
Anaerobic gut fungi of the phylum Neocallimastigomycota are microbes proficient in valorizing low-cost but difficult-to-breakdown lignocellulosic plant biomass. Characterization of different fungal life stages and how they contribute to biomass breakdown are critical for biotechnological applications, yet we lack foundational knowledge about the transcriptional, metabolic, and enzyme secretion behavior of different life stages of anaerobic gut fungi: zoospores, germlings, immature thalli, and mature zoosporangia. A Miracloth-based technique was developed to enrich cell pellets with zoospores - the free-swimming, flagellated, young life stage of anaerobic gut fungi. By contrast, fungal mats contained relatively more vegetative, encysted, mature sporangia that form films. Global gene expression profiles were compared from two sample types (zoospore-enriched cell pellets vs. mature mats) harvested from the anaerobic gut fungal strain Neocallimastix californiae G1. Despite cultures being grown on glucose, the fungal zoospore-enriched samples were transcriptionally primed to encounter plant matter substrate, as evidenced by upregulation of catabolic carbohydrate-active enzymes and putative carbohydrate transporters. Furthermore, we report significant differential gene expression for gene annotation groups, including putative secondary metabolites and transcription factors. Understanding global gene expression differences between the fungal zoospore-enriched cells and mature fungi aid in characterizing fungal development, unmasking gene function, and guiding cultivation conditions and engineering targets to promote enzyme secretion.
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Affiliation(s)
- Lazarina V Butkovich
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Patrick A Leggieri
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Stephen P Lillington
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Tejas A Navaratna
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Candice L Swift
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Nikola G Malinov
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Thea R Zalunardo
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA.
| | - Oliver B Vining
- Institute for Collaborative Biotechnologies, University of California, Santa Barbara, CA 93106, USA.
| | - Anna Lipzen
- U.S. Department of Energy Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Mei Wang
- U.S. Department of Energy Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Juying Yan
- U.S. Department of Energy Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Vivian Ng
- U.S. Department of Energy Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
| | - Igor V Grigoriev
- U.S. Department of Energy Joint Genome Institute (JGI), Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Department of Plant and Microbial Biology, University of California Berkeley, Berkeley, CA 94720, USA.
| | - Michelle A O'Malley
- University of California, Santa Barbara, Department of Chemical Engineering, Santa Barbara, CA 93106, USA; Joint BioEnergy Institute (JBEI), Emeryville, CA, 94608, United States.
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McAllister TA, Thomas KD, Gruninger RJ, Elshahed M, Li Y, Cheng Y. INTERNATIONAL SYMPOSIUM ON RUMINANT PHYSIOLOGY: Rumen fungi, archaea and their interactions. J Dairy Sci 2025:S0022-0302(25)00009-8. [PMID: 39824485 DOI: 10.3168/jds.2024-25713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 12/16/2024] [Indexed: 01/20/2025]
Abstract
Anaerobic gut fungi (AGF) were the last phylum to be identified within the rumen microbiome and account for 7-9% of microbial biomass. They produce potent lignocellulases that degrade recalcitrant plant cell walls, and rhizoids that can penetrate the cuticle of plant cells, exposing internal components to other microbiota. Interspecies H2 transfer between AGF and rumen methanogenic archaea is an essential metabolic process in the rumen that occurs during the reduction of CO2 to CH4 by methanogens. This symbiotic relationship is bolstered by hydrogensomes, fungal organelles that generate H2 and formate. Interspecies H2 transfer prevents the accumulation of reducing equivalents that would otherwise impede fermentation. The extent to which hydrogenosomes serve as a conduit for H2 flow to methanogens is unknown, but it is likely greater with low quality forages. Strategies that alter the production of CH4 could also have implications for H2 transfer by anaerobic fungi. Understanding the factors that drive these interactions and H2 flow could provide insight into the effect of reducing CH4 production on the activity of ruminal fungi and the digestion of low-quality feeds.
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Affiliation(s)
- Tim A McAllister
- Agriculture and Agri-Food Canada, Lethbridge Research Centre, Lethbridge, AB, Canada T1J 4B1.
| | - Krysty D Thomas
- Agriculture and Agri-Food Canada, Lethbridge Research Centre, Lethbridge, AB, Canada T1J 4B1
| | - Robert J Gruninger
- Agriculture and Agri-Food Canada, Lethbridge Research Centre, Lethbridge, AB, Canada T1J 4B1
| | - Mostafa Elshahed
- Department of Microbiology and Molecular Genetics, Oklahoma State University, Stillwater, Oklahoma, 74074, USA
| | - Yuqi Li
- Laboratory of Gastrointestinal Microbiology, Nanjing Agricultural University, Nanjing, China 210095
| | - Yanfen Cheng
- Laboratory of Gastrointestinal Microbiology, Nanjing Agricultural University, Nanjing, China 210095
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Leggieri PA, Blair EM, Lankiewicz TS, O'Malley MA. Continuous culture of anaerobic fungi enables growth and metabolic flux tuning without use of genetic tools. BIORESOURCE TECHNOLOGY 2024; 391:129854. [PMID: 37863334 DOI: 10.1016/j.biortech.2023.129854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/14/2023] [Accepted: 10/06/2023] [Indexed: 10/22/2023]
Abstract
Anaerobic gut fungi (AGF) have potential to valorize lignocellulosic biomass owing to their diverse repertoire of carbohydrate-active enzymes (CAZymes). However, AGF metabolism is poorly understood, and no stable genetic tools are available to manipulate growth and metabolic flux to enhance production of specific targets, e.g., cells, CAZymes, or metabolites. Herein, a cost-effective, Arduino-based, continuous-flow anaerobic bioreactor with online optical density control is presented to probe metabolism and predictably tune fluxes in Caecomyces churrovis. Varying the C. churrovis turbidostat setpoint titer reliably controlled growth rate (from 0.04 to 0.20 h-1), metabolic flux, and production rates of acetate, formate, lactate, and ethanol. Bioreactor setpoints to maximize production of each product were identified, and all continuous production rates significantly exceed batch rates. Formate spike-ins increased lactate flux and decreased acetate, ethanol, and formate fluxes. The bioreactor and turbidostat culture schemes demonstrated here offer tools to tailor AGF fermentations to application-specific hydrolysate product profiles.
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Affiliation(s)
- Patrick A Leggieri
- Department of Chemical Engineering, University of California, Santa Barbara, CA 93106, USA
| | - Elaina M Blair
- Department of Chemical Engineering, University of California, Santa Barbara, CA 93106, USA
| | - Thomas S Lankiewicz
- Department of Ecology, Evolution, and Marine Biology, University of California, Santa Barbara, CA 93106, USA; Joint BioEnergy Institute (JBEI), Emeryville, CA 94608, USA
| | - Michelle A O'Malley
- Department of Chemical Engineering, University of California, Santa Barbara, CA 93106, USA; Joint BioEnergy Institute (JBEI), Emeryville, CA 94608, USA; Biological Engineering Program, University of California, Santa Barbara, CA 93106, USA.
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Heom KA, Wangsanuwat C, Butkovich LV, Tam SC, Rowe AR, O'Malley MA, Dey SS. Targeted rRNA depletion enables efficient mRNA sequencing in diverse bacterial species and complex co-cultures. mSystems 2023; 8:e0028123. [PMID: 37855606 PMCID: PMC10734481 DOI: 10.1128/msystems.00281-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 09/12/2023] [Indexed: 10/20/2023] Open
Abstract
IMPORTANCE Microbes present one of the most diverse sources of biochemistry in nature, and mRNA sequencing provides a comprehensive view of this biological activity by quantitatively measuring microbial transcriptomes. However, efficient mRNA capture for sequencing presents significant challenges in prokaryotes as mRNAs are not poly-adenylated and typically make up less than 5% of total RNA compared with rRNAs that exceed 80%. Recently developed methods for sequencing bacterial mRNA typically rely on depleting rRNA by tiling large probe sets against rRNAs; however, such approaches are expensive, time-consuming, and challenging to scale to varied bacterial species and complex microbial communities. Therefore, we developed EMBR-seq+, a method that requires fewer than 10 short oligonucleotides per rRNA to achieve up to 99% rRNA depletion in diverse bacterial species. Finally, EMBR-seq+ resulted in a deeper view of the transcriptome, enabling systematic quantification of how microbial interactions result in altering the transcriptional state of bacteria within co-cultures.
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Affiliation(s)
- Kellie A. Heom
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
- Biological Engineering Program, University of California Santa Barbara, Santa Barbara, California, USA
| | - Chatarin Wangsanuwat
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
- Biological Engineering Program, University of California Santa Barbara, Santa Barbara, California, USA
| | - Lazarina V. Butkovich
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
| | - Scott C. Tam
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
| | - Annette R. Rowe
- Biological Sciences, University of Cincinnati, Cincinnati, Ohio, USA
| | - Michelle A. O'Malley
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
- Biological Engineering Program, University of California Santa Barbara, Santa Barbara, California, USA
| | - Siddharth S. Dey
- Department of Chemical Engineering, University of California Santa Barbara, Santa Barbara, California, USA
- Biological Engineering Program, University of California Santa Barbara, Santa Barbara, California, USA
- Neuroscience Research Institute, University of California Santa Barbara, Santa Barbara, California, USA
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Ravichandran S, Avatapalli S, Narasimhan Y, Kaushik KS, Yennamalli RM. 'Targeting' the search: An upgraded structural and functional repository of antimicrobial peptides for biofilm studies (B-AMP v2.0) with a focus on biofilm protein targets. Front Cell Infect Microbiol 2022; 12:1020391. [PMID: 36329825 PMCID: PMC9623296 DOI: 10.3389/fcimb.2022.1020391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 09/16/2022] [Indexed: 12/29/2022] Open
Abstract
Bacterial biofilms, often as multispecies communities, are recalcitrant to conventional antibiotics, making the treatment of biofilm infections a challenge. There is a push towards developing novel anti-biofilm approaches, such as antimicrobial peptides (AMPs), with activity against specific biofilm targets. In previous work, we developed Biofilm-AMP, a structural and functional repository of AMPs for biofilm studies (B-AMP v1.0) with more than 5000 structural models of AMPs and a vast library of AMP annotations to existing biofilm literature. In this study, we present an upgraded version of B-AMP, with a focus on existing and novel bacterial biofilm targets. B-AMP v2.0 hosts a curated collection of 2502 biofilm protein targets across 473 bacterial species, with structural protein models and functional annotations from PDB, UniProt, and PubMed databases. The biofilm targets can be searched for using the name of the source organism, and function and type of protein, and results include designated Target IDs (unique to B-AMP v2.0), UniProt IDs, 3D predicted protein structures, PDBQT files, pre-defined protein functions, and relevant scientific literature. To present an example of the combined applicability of both, the AMP and biofilm target libraries in the repository, we present two case studies. In the first case study, we expand an in silico pipeline to evaluate AMPs against a single biofilm target in the multidrug resistant, bacterial pathogen Corynebacterium striatum, using 3D protein-peptide docking models from previous work and Molecular Dynamics simulations (~1.2µs). In the second case study, we build an in silico pipeline to identify candidate AMPs (using AMPs with both anti-Gram positive and anti-Gram negative activity) against two biofilm targets with a common functional annotation in Pseudomonas aeruginosa and Staphylococcus aureus, widely-encountered bacterial co-pathogens. With its enhanced structural and functional capabilities, B-AMP v2.0 serves as a comprehensive resource for AMP investigations related to biofilm studies. B-AMP v2.0 is freely available at https://b-amp.karishmakaushiklab.com and will be regularly updated with structural models of AMPs and biofilm targets, as well as 3D protein-peptide interaction models for key biofilm-forming pathogens.
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Affiliation(s)
- Shashank Ravichandran
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | | | - Yatindrapravanan Narasimhan
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India
| | - Karishma S. Kaushik
- Department of Biotechnology, Savitribai Phule Pune University, Pune, India,*Correspondence: Karishma S. Kaushik, ; Ragothaman M. Yennamalli,
| | - Ragothaman M. Yennamalli
- Department of Bioinformatics, School of Chemical and Biotechnology, SASTRA Deemed to be University, Thanjavur, India,*Correspondence: Karishma S. Kaushik, ; Ragothaman M. Yennamalli,
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