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Chen X, Li C, Qiu X, Chen M, Xu Y, Li S, Li Q, Wang L. CRISPR/Cas9-based iterative multi-copy integration for improved metabolite yields in Saccharomyces cerevisiae. Synth Syst Biotechnol 2025; 10:629-637. [PMID: 40151793 PMCID: PMC11946509 DOI: 10.1016/j.synbio.2025.02.016] [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: 11/16/2024] [Revised: 02/27/2025] [Accepted: 02/28/2025] [Indexed: 03/29/2025] Open
Abstract
High-copy integration of key genes offers a promising strategy for efficient biosynthesis of valuable natural products in Saccharomyces cerevisiae. However, traditional multi-copy gene integration methods meet challenges including low efficiency and labor-intensive screening processes. In this study, we developed the IMIGE (Iterative Multi-copy Integration by Gene Editing) system, a CRISPR/Cas9-based approach that exploits both δ and rDNA repetitive sequences for simultaneous multi-copy integrations in S. cerevisiae. This system combines the mixture of Cas9-sgRNA expression vectors with a split-marker strategy for efficient donor DNA assembly in vivo and enables rapid, iterative screening through growth-related phenotypes. When applied to the biosynthesis of ergothioneine and cordycepin, the IMIGE system achieved significant yield improvements, with titers of 105.31 ± 1.53 mg/L and 62.01 ± 2.4 mg/L, respectively, within just two screening cycles (5.5-6 days in total). These yields represent increases of 407.39 % and 222.13 %, respectively, compared to the strains with episomal expression. By streamlining the integration process, utilizing growth-based selection, and minimizing screening demands in both equipment and labor, the IMIGE system could provide an efficient and scalable platform for high-throughput strain engineering, facilitating enhanced microbial production of a wide range of bioproducts.
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Affiliation(s)
- Ximei Chen
- School of Biological Engineering, Dalian Polytechnic University, Dalian, 116034, China
| | - Chenyang Li
- School of Life and Health, Dalian University, Dalian, 116622, China
| | - Xin Qiu
- School of Life and Health, Dalian University, Dalian, 116622, China
| | - Ming Chen
- School of Biological Engineering, Dalian Polytechnic University, Dalian, 116034, China
| | - Yongping Xu
- Postdoctoral Workstation of Dalian SEM Bio-Engineering Technology Co. Ltd., Dalian, 116000, China
- School of Bioengineering, Dalian University of Technology, Dalian, 116024, China
| | - Shuying Li
- Postdoctoral Workstation of Dalian SEM Bio-Engineering Technology Co. Ltd., Dalian, 116000, China
| | - Qian Li
- School of Life and Health, Dalian University, Dalian, 116622, China
- Postdoctoral Workstation of Dalian SEM Bio-Engineering Technology Co. Ltd., Dalian, 116000, China
| | - Liang Wang
- School of Biological Engineering, Dalian Polytechnic University, Dalian, 116034, China
- Postdoctoral Workstation of Dalian SEM Bio-Engineering Technology Co. Ltd., Dalian, 116000, China
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2
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Otero IVR, Haslbeck M, Sieber V, Sette LD. Pichia Toolkit: Use of the combinatorial library screening system for expression of a marine laccase. Folia Microbiol (Praha) 2025:10.1007/s12223-025-01276-2. [PMID: 40411648 DOI: 10.1007/s12223-025-01276-2] [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: 01/13/2025] [Accepted: 05/15/2025] [Indexed: 05/26/2025]
Abstract
Pnh_Lac1 (Lac1) gene from the marine-derived fungus Peniophora sp. CBMAI 1063 was expressed in Pichia pastoris using the Pichia Toolkit system. Constitutive (pGAP, pPET9, pG1, pG6, and pADH2) and methanol-inducible (pAOX1, pDAS1, and pPMP20) promoters were assessed in combination with 21 different signal peptides and His-tag about efficiency in laccase production. Next, 3,200 variants were screened, different culture conditions were evaluated, and an investigation was performed in a bench-scale bioreactor for the best variant selected. The influence of promoters and signal peptides on Lac1 expression was demonstrated in the constitutive libraries. The change from pG6 to pGAP resulted in a 171-fold increase in production. Changing the alpha-mating factor peptide by the native signal peptide of the Lac1 gene decreased laccase production 22-fold. The promoters pGAP (constitutive library) and pAOX1 (inductive library) performed best. The association with the signal peptide αAmylase-αMFD was more efficient for both promoters. The constitutive expression of Lac1 had a 1.37-fold greater production compared to the inducible expression achieved by pAOX1 and was considered more suitable for laccase expression. Culturing the best producer variant pGAP_αA1 at pH 6 and 18 °C resulted in the best production rate in deep-well plates (90 U/L). Constitutive laccase production in a 2-L bioreactor resulted in a peak production of 178 U/L after 78 h. Pichia Toolkit was efficient in the selection of the best molecular regulation and secretion of Lac1. Our findings contribute to the development of marine biotechnology and will serve as the basis for Lac1 production optimization.
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Affiliation(s)
- Igor Vinicius Ramos Otero
- Department of General and Applied Biology, São Paulo State University (UNESP), Institute of Biosciences, Rio Claro, Avenida 24-A, 1515, Rio Claro, 13606-900, Brazil
- Chair of Chemistry of Biogenic Resources, Technical University of Munich (TUM), Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315, Straubing, Germany
| | - Magdalena Haslbeck
- Chair of Chemistry of Biogenic Resources, Technical University of Munich (TUM), Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315, Straubing, Germany
| | - Volker Sieber
- Chair of Chemistry of Biogenic Resources, Technical University of Munich (TUM), Campus Straubing for Biotechnology and Sustainability, Schulgasse 16, 94315, Straubing, Germany.
| | - Lara Durães Sette
- Department of General and Applied Biology, São Paulo State University (UNESP), Institute of Biosciences, Rio Claro, Avenida 24-A, 1515, Rio Claro, 13606-900, Brazil.
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Yang YQ, Li X, Wang ZZ, Huang XY, Zeng DW, Zhao XQ, Liu ZQ, Zhang FL. Single cell protein production of co-culture Kodamaea ohmeri and Lactococcus lactis in corn straw hydrolysate. BIORESOURCE TECHNOLOGY 2025:132649. [PMID: 40409427 DOI: 10.1016/j.biortech.2025.132649] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2025] [Revised: 05/07/2025] [Accepted: 05/07/2025] [Indexed: 05/25/2025]
Abstract
With the world population continuously increasing, the protein demand will double by 2050. Single cell protein (SCP) derived from lignocellulosic biomass offers a sustainable solution. Many inhibitors are produced during the pretreatment process of lignocellulosic biomass. Inhibitor-rich hydrolysates limit microorganisms cell growth and SCP yields. In this work, we report a co-culture consortium of Kodamaea ohmeri SSK (pentose-utilizing yeast) and Lactococcus lactis LX (probiotic bacterium) that efficiently converts real corn straw hydrolysate into SCP. K. ohmeri SSK can tolerate inhibitors such as furfural, 5-hydroxymethylfurfural (5-HMF), and acetic acid and consume glucose, xylose, and arabinose in real hydrolysate. L. lactis LX showed less growth in monoculture than that of co-culture. The total amino acid content from co-cultured K. ohmeri SSK and L. lactis LX was increased to 331.42 mg/g crude protein, but that of monocultured K. ohmeri SSK was 309.89 mg/g crude protein containing 17 amino acids. This work demonstrates a symbiotic microbial platform can produce SCP from non-detoxified lignocellulosic biomass. The co-culture robust inhibitor tolerance and balanced amino acid profile highlight its potential for industrial-scale protein production. These results will represent an attractive choice cell factory for lignocellulosic substrate utilization and provide a platform for biomass conversion to SCP.
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Affiliation(s)
- Yong-Qiang Yang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China; School of Life and Health Sciences, Hainan University, Haikou 570228, China
| | - Xu Li
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhen-Zhi Wang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiao-Yan Huang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Du-Wen Zeng
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xin-Qing Zhao
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Zhi-Qiang Liu
- School of Life and Health Sciences, Hainan University, Haikou 570228, China.
| | - Feng-Li Zhang
- State Key Laboratory of Microbial Metabolism, Joint International Research Laboratory of Metabolic & Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
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4
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Meral-Aktaş H, Çetin B, Güler MA, Albayrak B, Tekgündüz KŞ, Kara M, Işlek A. Safety aspects and in vitro probiotic assessment of Kluyveromyces marxianus strains from neonatal faeces. Antonie Van Leeuwenhoek 2025; 118:79. [PMID: 40375045 DOI: 10.1007/s10482-025-02090-z] [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: 01/21/2025] [Accepted: 04/24/2025] [Indexed: 05/18/2025]
Abstract
The isolation and identification of probiotic yeasts is increasing rapidly. In this context, the present study aimed to isolate and identify yeast strains from neonatal faeces in Erzurum province, Türkiye and to determine their probiotic characteristics. A total of 12 yeast strains were isolated and genotypic characterization revealed the presence of seven different species, including Kluyveromyces marxianus, Candida spp. Clavispora lusitaniae, Geotrichum candidum, Trichophyton rubrum, Pichia cactophila, and Meyerozyma guilliermondii. The non-pathogenic and potentially probiotic characteristics of the K. marxianus M2, M9, and M10 strains were further investigated. Although yeast has been isolated from neonatal faeces before, K. marxianus was isolated for the first time in this study. The results revealed that the K. marxianus strains exhibited high resistance to simulated gastric juice and bile salts. The auto-aggregation percentages of the strains ranged from 92.55 to 94.78% after 4 h, while the co-aggregation percentages with pathogens ranged from 19.70 to 53.09%. The K. marxianus M2 strain exhibited the highest degree of hydrophobicity (74.97%), and none of the strains demonstrated DN-ase or haemolytic activity. Furthermore, M2 and M9 strains displayed bile salt hydrolase activity. In conclusion, based on in vitro probiotic test results, K. marxianus strains were selected as probiotic yeast candidates for further studies, especially in patients under antibiotic therapy.
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Affiliation(s)
- Hacer Meral-Aktaş
- Department of Food Engineering, Faculty of Agriculture, Atatürk University, 25240, Erzurum, Turkey
| | - Bülent Çetin
- Department of Food Engineering, Faculty of Agriculture, Atatürk University, 25240, Erzurum, Turkey.
| | - Muhammet Akif Güler
- Division of Pediatric Nephrology, Department of Pediatrics, Faculty of Medicine, Atatürk University, Erzurum, Turkey
| | - Bülent Albayrak
- Department of Gastroenterology, Faculty of Medicine, Atatürk University, 25240, Erzurum, Turkey
| | - Kadir Şerafettin Tekgündüz
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Atatürk University, 25240, Erzurum, Turkey
| | - Mustafa Kara
- Division of Neonatology, Department of Pediatrics, Faculty of Medicine, Atatürk University, 25240, Erzurum, Turkey
| | - Ali Işlek
- Department of Pediatric Gastroenterology, Faculty of Medicine, Çukurova University, 01330, Adana, Turkey
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5
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Joshi P, Bhattacharjee R, Sahu M, Gajjar D. Insights into urinary catheter colonisation and polymicrobial biofilms of Candida- bacteria under flow condition. Sci Rep 2025; 15:15375. [PMID: 40316568 PMCID: PMC12048485 DOI: 10.1038/s41598-025-00457-w] [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: 11/07/2024] [Accepted: 04/28/2025] [Indexed: 05/04/2025] Open
Abstract
Most hospital-acquired urinary tract infections are the result of implanted urinary catheter, with majority of studies focused on a single species colonisation, but recently polymicrobial colonisations are being reported. In this study, indwelling urinary catheters were collected from ICU patients and the colonising microbiome was isolated and identified by the traditional; culturing method and metagenomics. It was observed that majority of catheters were colonised by polymicrobial biofilms, containing both bacterial and fungal isolates making them diverse and complex. However, the metagenomics results were quite surprising showing the presence of multiple organisms of which only 1or 2 showed growth when cultured. Later, in vitro assays were performed by selecting 6 combinations, with each combination containing one Candida spp. - C. albicans or C. tropicalis with one bacteria K. pneumoniae, P. aeruginosa or E. coli. It was observed that polymicrobial biofilms were stronger than mono-microbial biofilms, suggesting their increased surface adhesion. Furthermore, to simulate the dynamic environment in which cells are exposed to a certain level of fluid movement, a flow system was established to imitate the flow generated in colonized urinary catheter. We have observed changes in biofilm architecture, adhesion and thickness under flow conditions compared with static conditions, with a uniformly adhered biofilm with increased thickness of polymicrobial biofilms as compared to mono-species biofilms. The biofilm formed under flow was more viable than the static biofilm with higher number of live cells in flow condition.
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Affiliation(s)
- Purvi Joshi
- Department of Microbiology and Biotechnology Centre, Faculty of Science, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India.
| | - Rohit Bhattacharjee
- Department of Microbiology and Biotechnology Centre, Faculty of Science, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India
| | - Muskan Sahu
- Department of Microbiology and Biotechnology Centre, Faculty of Science, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India
| | - Devarshi Gajjar
- Department of Microbiology and Biotechnology Centre, Faculty of Science, The Maharaja Sayajirao University of Baroda, Vadodara, Gujarat, India.
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Díaz-Huerta H, García-Salazar E, Ramírez-Magaña X, Martínez-Herrera E, Pinto-Almazán R, Betancourt-Cisneros P, Duarte-Escalante E, Reyes-Montes MDR, Hernández-Castro R, Frías-De-León MG. Phenotypic and Molecular Characterization of Candida albicans Isolates from Mexican Women with Vulvovaginitis. J Fungi (Basel) 2025; 11:354. [PMID: 40422688 DOI: 10.3390/jof11050354] [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: 03/29/2025] [Revised: 04/26/2025] [Accepted: 04/30/2025] [Indexed: 05/28/2025] Open
Abstract
Vulvovaginal candidiasis (VVC) is an opportunistic mycosis that affects women of reproductive age. The most frequent etiological agent is Candida albicans. The development of VVC depends on factors related to the host and the fungus. Among the factors related to Candida spp. are virulence factors, but genotype may also be involved. The objective of this study was to evaluate the ABC genotypes and extracellular hydrolytic enzyme production in C. albicans isolates obtained from Mexican women with vulvovaginitis to determine if there is a correlation between these characteristics that allows the fungus to invade and cause damage to the host. Forty-three yeast isolates were obtained from vaginal exudates from women with symptoms of infection. The isolates were identified by germ tube tests and by Cand PCR. The ABC genotype of the isolates identified as C. albicans was determined through the isolates' DNA amplification using the oligonucleotides CA-INT-R and CA-INT-L. The activity of esterase, phospholipase, proteinase, and hemolysin was evaluated in specific culture media. The correlation between extracellular enzyme production and genotype was analyzed using a two-way ANOVA and the Sidak comparison test. A total of 57.5% of the yeast isolates were identified as C. albicans. The genotypes identified were A (82.6%) and B (17.4%). The activity of esterase, phospholipase, proteinase, and hemolysin was very strong. No statistically significant difference was found between enzyme production and genotypes. In conclusion, genotype A predominates among C. albicans vaginal isolates. The production of extracellular hydrolytic enzymes was widely expressed in C. albicans vaginal isolates, but no correlation with genotype was found.
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Affiliation(s)
- Hugo Díaz-Huerta
- Programa de Maestría en Ciencias de la Salud, Escuela Superior de Medicina, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón s/n, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Ciudad de México CP 11340, Mexico
- Unidad de Calidad y Riesgo Biológico, Hospital Regional de Alta Especialidad de Ixtapaluca, Servicios de Salud del Instituto Mexicano de Seguro Social para el Bienestar (IMSS-BIENESTAR), Carretera Federal México-Puebla Km 34.5, Estado de México CP 56530, Mexico
| | - Eduardo García-Salazar
- Laboratorio de Micología Molecular, Unidad de Investigación Biomédica. Hospital Regional de Alta Especialidad de Ixtapaluca, Servicios de Salud del Instituto Mexicano de Seguro Social para el Bienestar (IMSS-BIENESTAR), Carretera Federal México-Puebla Km 34.5, Estado de México CP 56530, Mexico
| | - Xóchitl Ramírez-Magaña
- Servicio de Ginecología y Obstetricia, Hospital Regional de Alta Especialidad de Ixtapaluca, Instituto Mexicano de Seguro Social para el Bienestar (IMSS-BIENESTAR), Carretera Federal México-Puebla Km 34.5, Estado de México CP 56530, Mexico
| | - Erick Martínez-Herrera
- Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón s/n, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Ciudad de México CP 11340, Mexico
| | - Rodolfo Pinto-Almazán
- Sección de Estudios de Posgrado e Investigación, Escuela Superior de Medicina, Instituto Politécnico Nacional, Plan de San Luis y Díaz Mirón s/n, Col. Casco de Santo Tomas, Alcaldía Miguel Hidalgo, Ciudad de México CP 11340, Mexico
| | - Paola Betancourt-Cisneros
- Laboratorio de Micología Molecular, Unidad de Investigación Biomédica. Hospital Regional de Alta Especialidad de Ixtapaluca, Servicios de Salud del Instituto Mexicano de Seguro Social para el Bienestar (IMSS-BIENESTAR), Carretera Federal México-Puebla Km 34.5, Estado de México CP 56530, Mexico
| | - Esperanza Duarte-Escalante
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Avenida Universidad 3000, Ciudad Universitaria, Coyoacán, Ciudad de México CP 04510, Mexico
| | - María Del Rocío Reyes-Montes
- Departamento de Microbiología y Parasitología, Facultad de Medicina, Universidad Nacional Autónoma de México, Avenida Universidad 3000, Ciudad Universitaria, Coyoacán, Ciudad de México CP 04510, Mexico
| | - Rigberto Hernández-Castro
- Department of Ecology of Pathogen Agents, Hospital Manuel Gea González, Calz. de Tlalpan 4800, Belisario Domínguez Secc 16, Alcaldía Tlalpan, Ciudad de México CP 14080, Mexico
| | - María Guadalupe Frías-De-León
- Laboratorio de Micología Molecular, Unidad de Investigación Biomédica. Hospital Regional de Alta Especialidad de Ixtapaluca, Servicios de Salud del Instituto Mexicano de Seguro Social para el Bienestar (IMSS-BIENESTAR), Carretera Federal México-Puebla Km 34.5, Estado de México CP 56530, Mexico
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7
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Reķēna A, Pals K, Gavrilović S, Lahtvee PJ. The role of ATP citrate lyase, phosphoketolase, and malic enzyme in oleaginous Rhodotorula toruloides. Appl Microbiol Biotechnol 2025; 109:77. [PMID: 40156749 PMCID: PMC11954720 DOI: 10.1007/s00253-025-13454-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Revised: 02/21/2025] [Accepted: 03/11/2025] [Indexed: 04/01/2025]
Abstract
Rhodotorula toruloides is an oleaginous yeast recognized for its robustness and the production of high content of neutral lipids. Early biochemical studies have linked ATP citrate lyase (ACL), phosphoketolase (PK), and cytosolic malic enzyme (cMAE) with de novo lipid synthesis. In this study, we discovered that upon a CRISPR/Cas9-mediated knockout of the ACL gene, lipid content in R. toruloides IFO0880 decreased from 50 to 9% of its dry cell weight (DCW) in glucose medium and caused severe growth defects (reduced specific growth rate, changes in cell morphology). In xylose medium, the lipid content decreased from 43 to 38% of DCW. However, when grown on acetate as the sole carbon source, the lipid content decreased from 45 to 20% of DCW. Significant growth defects as a result of ACL knockout were observed on all substrates. In contrast, PK knockout resulted in no change in growth or lipid synthesis. Knocking out cMAE gene resulted in lipid increase of 2.9% of DCW and 23% increase in specific growth rate on glucose. In xylose or acetate medium, no change in lipid production as a result of cMAE gene knockout was observed. These results demonstrated that ACL plays a crucial role in lipid synthesis in R. toruloides IFO0880, as opposed to PK pathway or cMAE, whose presence in some conditions even disfavors lipid production. These results provided valuable information for future metabolic engineering of R. toruloides. KEY POINTS: • ACL is crucial for the fatty acid synthesis and growth in R. toruloides IFO0880. • Lipid production and cell growth is are unchanged as a result of PK knockout. • Cytosolic malic enzyme does not play a significant role in lipogenesis.
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Affiliation(s)
- Alīna Reķēna
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Kristjan Pals
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Srðan Gavrilović
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia
| | - Petri-Jaan Lahtvee
- Department of Chemistry and Biotechnology, Tallinn University of Technology, Tallinn, Estonia.
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8
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My R, Gupte AP, Bizzotto E, Frizzarin M, Antoniali P, Campanaro S, Favaro L. Unveiling the fitness of Saccharomyces cerevisiae strains for lignocellulosic bioethanol: a genomic exploration through fermentation stress tests. N Biotechnol 2025; 85:63-74. [PMID: 39675422 DOI: 10.1016/j.nbt.2024.12.004] [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: 06/17/2024] [Revised: 12/02/2024] [Accepted: 12/12/2024] [Indexed: 12/17/2024]
Abstract
Lignocellulosic biomass holds significant promise as a substrate for bioethanol production, yet the financial viability of lignocellulosic fermentation poses challenges. The pre-treatment step needed for lignocellulosic substrates generates inhibitors that impede Saccharomyces cerevisiae growth, affecting the fermentation process and overall yield. In modern sugarcane-to-ethanol plants, a rapid succession of yeast strains occurs, with dominant strains prevailing. Therefore, yeast strains with both dominance potential and inhibitor tolerance are crucial towards the development of superior strains with industrial fitness. This study adopted a hybrid approach combining biotechnology and bioinformatics to explore a cluster of 20 S. cerevisiae strains, including industrial and oenological strains exhibiting diverse phenotypic features. In-depth genomic analyses focusing on gene copy number variations (CNVs) and single nucleotide polymorphisms (SNPs) were conducted and compared with results from fermentation tests once inoculated in multiple strains kinetics under stressing conditions such as low nitrogen availability and high formic or acetic acid levels. Some strains showed high resistance to biotic stress and acetic acid. Moreover, four out of 20 strains - namely S. cerevisiae YI30, Fp89, Fp90 and CESPLG05 - displayed promising resistance also to formic acid, the most impactful weak acids in pre-treated lignocellulosic biomass. These strains have the potential to be used for the development of superior S. cerevisiae strains tailored for lignocellulosic bioethanol production.
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Affiliation(s)
- Rebecca My
- Department of Agronomy, Food, Natural resources, Animals and the Environment (DAFNAE), University of Padova, Agripolis, Legnaro 35020, Italy
| | - Ameya Pankaj Gupte
- Department of Agronomy, Food, Natural resources, Animals and the Environment (DAFNAE), University of Padova, Agripolis, Legnaro 35020, Italy
| | - Edoardo Bizzotto
- Department of Biology, University of Padova, Padova 35131, Italy
| | | | | | | | - Lorenzo Favaro
- Department of Agronomy, Food, Natural resources, Animals and the Environment (DAFNAE), University of Padova, Agripolis, Legnaro 35020, Italy; Department of Microbiology, Stellenbosch University, Private Bag X1, South Africa 7602, South Africa.
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9
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Ge T, Brickner DG, Zehr K, VanBelzen DJ, Zhang W, Caffalette C, Moeller GC, Ungerleider S, Marcou N, Jacob A, Nguyen VQ, Chait B, Rout MP, Brickner JH. Exportin-1 functions as an adaptor for transcription factor-mediated docking of chromatin at the nuclear pore complex. Mol Cell 2025; 85:1101-1116.e8. [PMID: 40068679 PMCID: PMC11928253 DOI: 10.1016/j.molcel.2025.02.013] [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: 06/10/2024] [Revised: 12/16/2024] [Accepted: 02/14/2025] [Indexed: 03/19/2025]
Abstract
Nuclear pore proteins (nucleoporins [Nups]) physically interact with hundreds of chromosomal sites, impacting transcription. In yeast, transcription factors mediate interactions between Nups and enhancers and promoters. To define the molecular basis of this mechanism, we exploited a separation-of-function mutation in the Gcn4 transcription factor that blocks its interaction with the nuclear pore complex (NPC). This mutation reduces the interaction of Gcn4 with the highly conserved nuclear export factor Crm1/Xpo1. Crm1 and Nups co-occupy enhancers, and Crm1 inhibition blocks interaction of the nuclear pore protein Nup2 with the genome. In vivo, Crm1 interacts stably with the NPC and in vitro, Crm1 binds directly to both Gcn4 and Nup2. Importantly, the interaction between Crm1 and Gcn4 requires neither Ran-guanosine triphosphate (GTP) nor the nuclear export sequence binding site. Finally, Crm1 and Ran-GTP stimulate DNA binding by Gcn4, suggesting that allosteric coupling between Crm1-Ran-GTP binding and DNA binding facilitates the docking of transcription-factor-bound enhancers at the NPC.
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Affiliation(s)
- Tiffany Ge
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Donna Garvey Brickner
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Kara Zehr
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - D Jake VanBelzen
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Wenzhu Zhang
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, NY 10065, USA
| | - Christopher Caffalette
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
| | - Gavin C Moeller
- Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, San Diego, CA 92093, USA
| | - Sara Ungerleider
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Nikita Marcou
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Alexis Jacob
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA
| | - Vu Q Nguyen
- Department of Molecular Biology, School of Biological Sciences, University of California, San Diego, La Jolla, San Diego, CA 92093, USA
| | - Brian Chait
- Laboratory of Mass Spectrometry and Gaseous Ion Chemistry, The Rockefeller University, New York, NY 10065, USA
| | - Michael P Rout
- Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA
| | - Jason H Brickner
- Department of Molecular Biosciences, Northwestern University, Evanston, IL 60201, USA.
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10
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Zhang Y, Chen Y, Wu C, Cai Z, Yao W, Yang H, Song J, Xie X, Zhang L, Yi C. Establishment of a yeast essential protein conditional-degradation library and screening for autophagy-regulating genes. Autophagy 2025:1-13. [PMID: 39988731 DOI: 10.1080/15548627.2025.2469189] [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: 07/15/2024] [Revised: 02/10/2025] [Accepted: 02/14/2025] [Indexed: 02/25/2025] Open
Abstract
Macroautophagy/autophagy is an evolutionarily conserved intracellular degradation pathway that relies on vacuoles or lysosomes. Over 40 ATG genes have been identified in yeast cells as participants in various types of autophagy, although these genes are non-essential. While some essential genes involved in autophagy have been identified using temperature-sensitive yeast strains, systematic research on essential genes in autophagy remains lacking. To address this, we established an essential protein conditional degradation library using the auxin-inducible degron (AID) system. By introducing the GFP-Atg8 plasmid, we identified 29 essential yeast genes involved in autophagy, 19 of which had not been previously recognized. In summary, the yeast essential protein conditional degradation library we constructed will serve as a valuable resource for systematically investigating the roles of essential genes in autophagy and other biological functions.Abbreviation: AID: auxin-inducible degron; ALP: alkaline phosphatase; ATG: autophagy related; CSG: constitutive slow growth; DAmP: Decreased Abundance by mRNA Perturbation; GFP: green fluorescent protein; MMS: methyl methanesulfonate; ORF: open reading frame; PAS: phagophore assembly site; PCR: polymerase chain reaction; SD-G: glucose starvation medium; SD-N: nitrogen starvation medium; TOR: target of rapamycin kinase; YGRC: yeast genetic resource center; YPD: yeast extract peptone dextrose.
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Affiliation(s)
- Yi Zhang
- Department of Biochemistry and Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Yingcong Chen
- Department of Biochemistry and Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Choufei Wu
- Biology Department, Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, School of Life Sciences, Huzhou University, Huzhou, Zhejiang, China
| | - Zhengyi Cai
- Biology Department, Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, School of Life Sciences, Huzhou University, Huzhou, Zhejiang, China
| | - Weijing Yao
- Department of Biochemistry and Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Huan Yang
- Department of Biochemistry and Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
| | - Juan Song
- Biology Department, Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, School of Life Sciences, Huzhou University, Huzhou, Zhejiang, China
| | - Xiankuan Xie
- Department of Orthopedics, The Second Affiliated Hospital of Zhejiang University school of Medicine, Hangzhou, Zhejiang, China
| | - Liqin Zhang
- Biology Department, Key Laboratory of Vector Biology and Pathogen Control of Zhejiang Province, School of Life Sciences, Huzhou University, Huzhou, Zhejiang, China
| | - Cong Yi
- Department of Biochemistry and Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
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11
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Pfliegler WP, Imre A, Biotechnology BSc Class of 2025 UOD, Pócsi I. PCR-fingerprinting of culturable yeasts from commercially obtained beers: a simple and engaging applied microbiological laboratory exercise. MICROPUBLICATION BIOLOGY 2025; 2025:10.17912/micropub.biology.001381. [PMID: 40052139 PMCID: PMC11883471 DOI: 10.17912/micropub.biology.001381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Figures] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 12/18/2024] [Accepted: 02/14/2025] [Indexed: 03/09/2025]
Abstract
Yeast and fermented products present an opportunity to introduce students to applied microbiology. We designed and implemented a project-oriented laboratory class where yeasts from bottled beverages were isolated and compared using DNA fingerprinting and Sanger-sequencing. We recovered 17 Saccharomyces isolates, and two non- Saccharomyces yeasts. Fingerprinting identified two groups of closely related Saccharomyces isolates in unrelated beer styles, later identified as diastatic and wine yeasts using phylogenomics. Isolates from traditional products thus may not represent the original fermentation. We believe that the interlinked nature of topics and the simple basis can elevate engagement and performance of students during such a class.
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Affiliation(s)
- Walter P. Pfliegler
- Molecular Biotechnology and Microbiology, University of Debrecen, Debrecen, Hajdú-Bihar, Hungary
| | - Alexandra Imre
- Molecular Biotechnology and Microbiology, University of Debrecen, Debrecen, Hajdú-Bihar, Hungary
| | | | - István Pócsi
- Molecular Biotechnology and Microbiology, University of Debrecen, Debrecen, Hajdú-Bihar, Hungary
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12
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Dibyachintan S, Dubé AK, Bradley D, Lemieux P, Dionne U, Landry CR. Cryptic genetic variation shapes the fate of gene duplicates in a protein interaction network. Nat Commun 2025; 16:1530. [PMID: 39934115 PMCID: PMC11814230 DOI: 10.1038/s41467-025-56597-0] [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: 04/16/2024] [Accepted: 01/20/2025] [Indexed: 02/13/2025] Open
Abstract
Paralogous genes are often functionally redundant for long periods of time. While their functions are preserved, paralogs accumulate cryptic changes in sequence and expression, which could modulate the impact of future mutations through epistasis. We examine the impact of mutations on redundant myosin proteins that have maintained the same binding preference despite having accumulated differences in expression levels and amino acid substitutions in the last 100 million years. By quantifying the impact of all single-amino acid substitutions in their SH3 domains on the physical interaction with their interaction partners, we show that the same mutations in the paralogous SH3s change binding in a paralog-specific and interaction partner-specific manner. This contingency is explained by the difference in promoter strength of the two paralogous myosin genes and epistatic interactions between the mutations introduced and cryptic divergent sites within the SH3s. One significant consequence of this contingency is that while some mutations would be sufficient to nonfunctionalize one paralog, they would have minimal impact on the other. Our results reveal how cryptic divergence, which accumulates while maintaining functional redundancy in cellular networks, could bias gene duplicates to specific fates.
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Affiliation(s)
- Soham Dibyachintan
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
| | - Alexandre K Dubé
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
- Département de Biologie, Université Laval, Québec, QC, Canada
| | - David Bradley
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
- Département de Biologie, Université Laval, Québec, QC, Canada
| | - Pascale Lemieux
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
| | - Ugo Dionne
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Christian R Landry
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada.
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada.
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada.
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada.
- Département de Biologie, Université Laval, Québec, QC, Canada.
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13
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Wei D, Xu S, Wang X, Wu W, Liu Z, Wu X, Yang J, Xu Y, Li Y, Luo Y. Photoinduced electron transfer enables cytochrome P450 enzyme-catalyzed reaction cycling. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2025; 219:109412. [PMID: 39708699 DOI: 10.1016/j.plaphy.2024.109412] [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: 09/10/2024] [Revised: 12/08/2024] [Accepted: 12/15/2024] [Indexed: 12/23/2024]
Abstract
Cytochrome P450 enzymes (CYPs), the members of the largest superfamily of enzymes in plant kingdom, catalyze a variety of functional group transformations involved in metabolite biosynthesis, end-product derivatization, and exogeneous molecule detoxification. Nevertheless, CYPs' functional characterization and practically industrial application have been largely encumbered by their critical dependency on the reducing equivalent for the catalytic cycling, driven by the tedious electron relay mediated by CYP reductase (CPR). Here, we report a photoinduced electron transfer system that initiates and sustains the CYP-catalyzed reaction cycling. Using Camptotheca acuminata CYP72A565-catalyzed carbon-carbon cleavage reaction, a key biosynthetic reaction in the biosynthesis of plant-derived antitumor monoterpene indole alkaloid camptothecin, as a representative CYP-catalyzed reaction model, we identified eosin Y (EY) and triethanolamine (TEOA) as an efficient photosensitizer/sacrificial reagent pair for the photoinduced electron generating system. The C. acuminata camptothecin 10-hydroxylase-catalyzed regioselective C10-hydroxylation of camptothecin into 10-hydroxycamptothecin could be enabled by the photoinduced electron transfer system, demonstrating that the EY/TEOA pair serves as an efficient surrogate for membranous CPR and can be expanded to other CYP-catalyzed reaction cycling. The catalytic efficiency of the photoinduced electron transfer-driven CYP-catalyzed cycling exceeds that of the native NADPH-dependent CPR-supported CYP-catalyzed reaction, thereby circumventing the dependency on both NADPH and the reductase CPR. The present study provides a photoinduced electron generating and transferring system as an efficient and facile alternative to membranous NADPH-dependent CPR, offering a new avenue for CYP-mediated conversion of complex bioactive natural products using synthetic biology approaches.
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Affiliation(s)
- Daijing Wei
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Shuangyu Xu
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xuefei Wang
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Wenlin Wu
- Chengdu Institute of Food Inspection, Chengdu, 611130, China
| | - Zhan Liu
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Xudong Wu
- Faculty of Materials and Chemical Engineering, Yibin University, Yibin, 644000, China
| | - Jing Yang
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ying Xu
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yi Li
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China; University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Yinggang Luo
- Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, 610213, China.
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14
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Kastberg LLB, Jacobsen IH, Özdemir E, Workman CT, Jensen MK, Förster J. Characterizing heterologous protein burden in Komagataella phaffii. FEMS Yeast Res 2025; 25:foaf007. [PMID: 39971732 PMCID: PMC11881926 DOI: 10.1093/femsyr/foaf007] [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: 09/01/2024] [Revised: 12/26/2024] [Accepted: 02/18/2025] [Indexed: 02/21/2025] Open
Abstract
Yeast is a widely utilized chassis for heterologous protein production, with Komagataella phaffii well-established as a prominent nonconventional yeast in this field. Despite its widespread recognition, there remains considerable potential to further optimize these cell factories to meet high production demands in a cost-effective and sustainable manner. Understanding the cellular response to the challenges of heterologous protein production can equip genetic engineers with crucial knowledge to develop enhanced strategies for constructing more efficient cell factories. In this study, we explore the molecular response of various K. phaffii strains that produce either the human insulin precursor or Mambalgin-1, examining changes in transcription and changes in intra- and extracellular protein levels. Our findings provide valuable insights into the molecular mechanisms that regulate the behaviour of K. phaffii production strains under the stress of producing different heterologous proteins. We believe that these results will serve as a foundation for identifying new genetic targets to improve strain robustness and productivity. In conclusion, we present new cellular and molecular insights into the response of K. phaffii cell factories to the challenges of burdensome heterologous protein production and our findings point to different engineering strategies for improved cell factory performance.
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Affiliation(s)
- Louise La Barbera Kastberg
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, 2800 Kgs. Lyngby, Denmark
| | - Irene Hjorth Jacobsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
| | - Emre Özdemir
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, 2800 Kgs. Lyngby, Denmark
| | - Christopher T Workman
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
| | - Michael Krogh Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, 2800 Kgs. Lyngby, Denmark
| | - Jochen Förster
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet Building 220, 2800 Kgs. Lyngby, Denmark
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15
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Senatore VG, Masotti F, Milanesi R, Ceccarossi S, Maestroni L, Serra I, Branduardi P. Challenges in elucidating ethylene glycol metabolism in Saccharomyces cerevisiae. FEMS Yeast Res 2025; 25:foaf006. [PMID: 39919757 PMCID: PMC11878538 DOI: 10.1093/femsyr/foaf006] [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: 08/01/2024] [Revised: 01/16/2025] [Accepted: 02/05/2025] [Indexed: 02/09/2025] Open
Abstract
Polyethylene terephthalate (PET) is one of the most used polymers in the packaging industry; enzymatic recycling is emerging as a sustainable strategy to deal with waste PET, producing the virgin monomers terephthalic acid and ethylene glycol (EG). These monomers can be feedstocks for further microbial transformations. While EG metabolism has been uncovered in bacteria, in yeast the pathway for the oxidation to glycolic acid (GA) has only been proposed, but never experimentally elucidated. In this work, we investigated in Saccharomyces cerevisiae the potential contribution to this metabolism of two endogenous genes, YLL056C (a putative alcohol dehydrogenase) and GOR1 (glyoxylate reductase). Secondly, the possible role of alcohol dehydrogenases (ADHs) was considered, too. Finally, two heterologous genes (gox0313 from Gluconobacter oxydans and AOX1 from Komagataella phaffii) were expressed with the intent to push EG oxidation toward GA. Our main findings revealed that (i) Gor1, Yll056c, and ADHs are not involved in EG oxidation and (ii) the bottleneck of the catabolism is the first step in the pathway, due to the endogenous mechanisms for aldehyde detoxification. Multiomics studies are required to completely elucidate the pathway for EG catabolism, while further engineering directed toward relieving the bottleneck is needed to fully unleash the potential of yeasts for the upcycling of EG to GA.
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Affiliation(s)
- Vittorio Giorgio Senatore
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Fiorella Masotti
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Riccardo Milanesi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Sofia Ceccarossi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
- Department of Earth and Marine Sciences, University of Palermo, Via Archirafi 22, 90123 Palermo, Italy
| | - Letizia Maestroni
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Immacolata Serra
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
| | - Paola Branduardi
- Department of Biotechnology and Biosciences, University of Milano-Bicocca, Piazza della Scienza 2, 20126 Milan, Italy
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16
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Goold HD, Kroukamp H, Erpf PE, Zhao Y, Kelso P, Calame J, Timmins JJB, Wightman ELI, Peng K, Carpenter AC, Llorente B, Hawthorne C, Clay S, van Wyk N, Daniel EL, Harrison F, Meier F, Willows RD, Cai Y, Walker RSK, Xu X, Espinosa MI, Stracquadanio G, Bader JS, Mitchell LA, Boeke JD, Williams TC, Paulsen IT, Pretorius IS. Construction and iterative redesign of synXVI a 903 kb synthetic Saccharomyces cerevisiae chromosome. Nat Commun 2025; 16:841. [PMID: 39833175 PMCID: PMC11747415 DOI: 10.1038/s41467-024-55318-3] [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: 06/13/2024] [Accepted: 12/09/2024] [Indexed: 01/22/2025] Open
Abstract
The Sc2.0 global consortium to design and construct a synthetic genome based on the Saccharomyces cerevisiae genome commenced in 2006, comprising 16 synthetic chromosomes and a new-to-nature tRNA neochromosome. In this paper we describe assembly and debugging of the 902,994-bp synthetic Saccharomyces cerevisiae chromosome synXVI of the Sc2.0 project. Application of the CRISPR D-BUGS protocol identified defective loci, which were modified to improve sporulation and recover wild-type like growth when grown on glycerol as a sole carbon source when grown at 37˚C. LoxPsym sites inserted downstream of dubious open reading frames impacted the 5' UTR of genes required for optimal growth and were identified as a systematic cause of defective growth. Based on lessons learned from analysis of Sc2.0 defects and synXVI, an in-silico redesign of the synXVI chromosome was performed, which can be used as a blueprint for future synthetic yeast genome designs. The in-silico redesign of synXVI includes reduced PCR tag frequency, modified chunk and megachunk termini, and adjustments to allocation of loxPsym sites and TAA stop codons to dubious ORFs. This redesign provides a roadmap into applications of Sc2.0 strategies in non-yeast organisms.
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Affiliation(s)
- Hugh D Goold
- New South Wales Department of Primary Industries, Elizabeth Macarthur Agriculture Institute, Advanced Gene Technology Centre, Woodbridge Road, Menangle, NSW, 2568, Australia.
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia.
| | - Heinrich Kroukamp
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia.
- Microbiogen Pty. Ltd., Level 4/78 Waterloo Rd, Macquarie Park, Sydney, NSW 2113, Australia.
| | - Paige E Erpf
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Yu Zhao
- Institute for Systems Genetics, NYU Langone Health, New York, NY, 10016, USA
| | - Philip Kelso
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Julie Calame
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - John J B Timmins
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Elizabeth L I Wightman
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
- Microbiogen Pty. Ltd., Level 4/78 Waterloo Rd, Macquarie Park, Sydney, NSW 2113, Australia
| | - Kai Peng
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Alexander C Carpenter
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
- Number 8 Bio, Unit 1A 2/6 Orion Road, Lane Cove West, Sydney, NSW, 2066, Australia
| | - Briardo Llorente
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
- The Australian Genome Foundry, Sydney, Australia
| | - Carmen Hawthorne
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Samuel Clay
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Niël van Wyk
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
- Department of Microbiology and Biochemistry, Hochschule Geisenheim University, Geisenheim, Germany
| | - Elizabeth L Daniel
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Fergus Harrison
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Felix Meier
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Robert D Willows
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Yizhi Cai
- Manchester Institute of Biotechnology, The University of Manchester, 131 Princess Street, Manchester, M1 7DN, UK
| | - Roy S K Walker
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Xin Xu
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | - Monica I Espinosa
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
| | | | - Joel S Bader
- Department of Biomedical Engineering, Johns Hopkins University, Baltimore, Maryland, 21218, USA
| | - Leslie A Mitchell
- Institute for Systems Genetics, NYU Langone Health, New York, NY, 10016, USA
| | - Jef D Boeke
- Institute for Systems Genetics, NYU Langone Health, New York, NY, 10016, USA
- Department of Biochemistry and Molecular Pharmacology, NYU Langone Health, New York, NY, 10016, USA
- Department of Biomedical Engineering, NYU Tandon School of Engineering, Brooklyn, 11201, NY, USA
| | - Thomas C Williams
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia
- Number 8 Bio, Unit 1A 2/6 Orion Road, Lane Cove West, Sydney, NSW, 2066, Australia
| | - Ian T Paulsen
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia.
- The Australian Genome Foundry, Sydney, Australia.
| | - Isak S Pretorius
- School of Natural Sciences, and ARC Centre of Excellence in Synthetic Biology, Macquarie University, Sydney, Australia.
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17
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Pipiya SO, Ivanova AO, Mokrushina YA, Eliseev IE, Gabibov AG, Smirnov IV, Terekhov SS. Heterologous Production of Antimicrobial Peptides in Yeast Allows for Massive Assessment of the Activity of DNA-Encoded Antimicrobials In Situ. Acta Naturae 2025; 17:71-77. [PMID: 40264587 PMCID: PMC12011183 DOI: 10.32607/actanaturae.27355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 11/07/2024] [Indexed: 04/24/2025] Open
Abstract
Antibiotic resistance threatens global healthcare. In clinical practice, conventional antibiotics are becoming gradually less effective. Moreover, the introduction of new antimicrobial agents into clinical practice leads to the emergence of resistant pathogenic strains within just a few years. Hence, the development of platforms for massive creation and screening of new antimicrobial agents is of particular importance. Massive parallel screening will greatly reduce the time required to identify the most promising drug candidates. Meanwhile, DNA-encoded antimicrobial agents offer unique opportunities for the high-throughput development of new antibiotics. Here, the yeast Pichia pastoris was engineered to produce a panel of antimicrobial peptides (AMPs), followed by high-throughput screening of AMP producers that inhibit bacterial growth in situ. Yeast clones producing thanatin and protegrin-1 exhibited the highest level of antimicrobial activity among the panel of AMPs under investigation. The production level of recombinant thanatin was significantly higher than that of protegrin-1, which correlates with its low toxicity. The designed technique of massive assessment of the activity of DNA-encoded antimicrobial agents enables the identification of drug candidates with an increased therapeutic index. Further development of methods for a rational design of artificial diversity in AMPs, followed by deep functional profiling of antimicrobial activity, will yield new AMPs with improved therapeutic characteristics.
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Affiliation(s)
- S. O. Pipiya
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
| | - A. O. Ivanova
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
| | - Yu. A. Mokrushina
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
- Faculty of Chemistry, Lomonosov Moscow State University, Moscow, 119991 Russian Federation
| | - I. E. Eliseev
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
| | - A. G. Gabibov
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
- Faculty of Chemistry, Lomonosov Moscow State University, Moscow, 119991 Russian Federation
| | - I. V. Smirnov
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
- Faculty of Chemistry, Lomonosov Moscow State University, Moscow, 119991 Russian Federation
| | - S. S. Terekhov
- Shemyakin–Ovchinnikov Institute of Bioorganic Chemistry of the Russian Academy of Sciences, Moscow, 117997 Russian Federation
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18
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Harmer ZP, McClean MN. The Yeast Optogenetic Toolkit (yOTK) for Spatiotemporal Control of Gene Expression in Budding Yeast. Methods Mol Biol 2025; 2840:19-36. [PMID: 39724341 DOI: 10.1007/978-1-0716-4047-0_2] [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] [Indexed: 12/28/2024]
Abstract
Optogenetic systems utilize genetically encoded light-sensitive proteins to control cellular processes such as gene expression and protein localization. Like most synthetic systems, generation of an optogenetic system with desirable properties requires multiple design-test-build cycles. A yeast optogenetic toolkit (yOTK) allows rapid assembly of optogenetic constructs using Modular Cloning, or MoClo. In this protocol, we describe how to assemble, integrate, and test optogenetic systems in the budding yeast Saccharomyces cerevisiae. Generating an optogenetic system requires the user to first define the structure of the final construct and identify all basic parts and vectors required for the construction strategy, including light-sensitive proteins that need to be domesticated into the toolkit. The assembly is then defined following a set of standard rules. Multigene constructs are assembled using a series of one-pot assembly steps with the identified parts and vectors and transformed into yeast. Screening of the transformants allows optogenetic systems with optimal properties to be selected.
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Affiliation(s)
- Zachary P Harmer
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Megan N McClean
- Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI, USA.
- University of Wisconsin Carbone Cancer Center, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
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19
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Xu K, Côté V, Côté J. Anchor-Away: Efficient, Conditional Depletion of Nuclear Proteins in Saccharomyces cerevisiae. Methods Mol Biol 2025; 2919:267-278. [PMID: 40257568 DOI: 10.1007/978-1-0716-4486-7_15] [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] [Indexed: 04/22/2025]
Abstract
For functional studies of proteins in cells, effective tools that trigger rapid and efficient inactivation of the proteins are indispensable. The anchor-away (AA) system is designed to deplete nuclear-localized proteins through cellular relocation. The target protein is sequestered by an anchor receptor protein from the nucleus to the cytoplasm. The depletion is achieved through the formation of a stable complex that is solely driven by the addition of rapamycin, between the FRB domain of human mTOR and the FKBP12-binding domain of the FRP protein. The target protein and the receptor protein are fused through genetic recombination with the FRB and FKBP12 domains, respectively, to mediate the interaction. The export of the nuclear protein of interest is executed by the receptor protein, i.e., ribosomal protein RPL13A, which is transiently imported into the nucleus and then exported to the cytoplasm within the pre-ribosome. The proteins of interest can be depleted within minutes although the depleting conditions need to be optimized. AA is a valuable tool to help dissect the biological functions of nuclear proteins, especially ones that are essential for cell viability. In this chapter, we describe the steps to construct the necessary strains and several biochemical and functional experiments to confirm the functional abrogation of target proteins by AA.
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Affiliation(s)
- Ke Xu
- St-Patrick Research Group in Basic Oncology, Laval University Cancer Research Center, Oncology Division of the Centre Hospitalier Universitaire de Québec-Université Laval Research Center, Quebec City, QC, Canada
| | - Valérie Côté
- St-Patrick Research Group in Basic Oncology, Laval University Cancer Research Center, Oncology Division of the Centre Hospitalier Universitaire de Québec-Université Laval Research Center, Quebec City, QC, Canada
| | - Jacques Côté
- St-Patrick Research Group in Basic Oncology, Laval University Cancer Research Center, Oncology Division of the Centre Hospitalier Universitaire de Québec-Université Laval Research Center, Quebec City, QC, Canada.
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20
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Rutledge BS, Kim YJ, McDonald DW, Jurado-Coronel JC, Prado MAM, Johnson JL, Choy WY, Duennwald ML. Stress-inducible phosphoprotein 1 (Sti1/Stip1/Hop) sequesters misfolded proteins during stress. FEBS J 2024. [PMID: 39739753 DOI: 10.1111/febs.17389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 09/16/2024] [Accepted: 12/20/2024] [Indexed: 01/02/2025]
Abstract
Co-chaperones are key elements of cellular protein quality control. They cooperate with the major heat shock proteins Hsp70 and Hsp90 in folding proteins and preventing the toxic accumulation of misfolded proteins upon exposure to stress. Hsp90 interacts with the co-chaperone stress-inducible phosphoprotein 1 (Sti1/Stip1/Hop) and activator of Hsp90 ATPase protein 1 (Aha1) among many others. Sti1 and Aha1 control the ATPase activity of Hsp90, but Sti1 also facilitates the transfer of client proteins from Hsp70 to Hsp90, thus connecting these two major branches of protein quality control. We find that misbalanced expression of Sti1 and Aha1 in yeast and mammalian cells causes severe growth defects. Also, deletion of STI1 causes an accumulation of soluble misfolded ubiquitinated proteins and a strong activation of the heat shock response. We discover that, during proteostatic stress, Sti1 forms cytoplasmic inclusions in yeast and mammalian cells that overlap with misfolded proteins. Our work indicates a key role of Sti1 in proteostasis independent of its Hsp90 ATPase regulatory functions by sequestering misfolded proteins during stress.
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Affiliation(s)
- Benjamin S Rutledge
- Department of Biochemistry, The University of Western Ontario, London, Canada
| | - Young J Kim
- Department of Anatomy and Cell Biology, The University of Western Ontario, London, Canada
| | - Donovan W McDonald
- Department of Anatomy and Cell Biology, The University of Western Ontario, London, Canada
| | - Juan C Jurado-Coronel
- Department of Anatomy and Cell Biology, The University of Western Ontario, London, Canada
| | - Marco A M Prado
- Department of Anatomy and Cell Biology, The University of Western Ontario, London, Canada
- Robarts Research Institute and Department of Physiology and Pharmacology, The University of Western Ontario, London, Canada
| | - Jill L Johnson
- Department of Biological Sciences, University of Idaho, Moscow, ID, USA
| | - Wing-Yiu Choy
- Department of Biochemistry, The University of Western Ontario, London, Canada
| | - Martin L Duennwald
- Department of Anatomy and Cell Biology, The University of Western Ontario, London, Canada
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21
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Zhang J, Lin H, Xu J, Zhang M, Ge X, Zhang C, Huang WE, Cheng JX. High-throughput single-cell sorting by stimulated Raman-activated cell ejection. SCIENCE ADVANCES 2024; 10:eadn6373. [PMID: 39661682 PMCID: PMC11633747 DOI: 10.1126/sciadv.adn6373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 05/21/2024] [Indexed: 12/13/2024]
Abstract
Raman-activated cell sorting isolates single cells in a nondestructive and label-free manner, but its throughput is limited by small spontaneous Raman scattering cross section. Coherent Raman scattering integrated with microfluidics enables high-throughput cell analysis, but faces challenges with small cells (<3 μm) and tissue sections. Here, we report stimulated Raman-activated cell ejection (S-RACE) that enables high-throughput single-cell sorting by integrating stimulated Raman imaging, in situ image decomposition, and laser-induced cell ejection. S-RACE allows ejection of live bacteria or fungi guided by their Raman signatures. Furthermore, S-RACE successfully sorted lipid-rich Rhodotorula glutinis cells from a cell mixture with a throughput of ~13 cells per second, and the sorting results were confirmed by downstream quantitative polymerase chain reaction. Beyond single cells, S-RACE shows high compatibility with tissue sections. Incorporating a closed-loop feedback control circuit further enables real-time SRS imaging-identification-ejection. In summary, S-RACE opens exciting opportunities for diverse single-cell sorting applications.
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Affiliation(s)
- Jing Zhang
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
| | - Haonan Lin
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
| | - Jiabao Xu
- Division of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow G12 8LT, UK
| | - Meng Zhang
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Electrical and Computer Engineering, Boston University, Boston, MA 02215, USA
| | - Xiaowei Ge
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Electrical and Computer Engineering, Boston University, Boston, MA 02215, USA
| | - Chi Zhang
- Department of Chemistry, Purdue University, 560 Oval Dr., West Lafayette, IN 47907, USA
| | - Wei E. Huang
- Department of Engineering Science, University of Oxford, Oxford OX1 3PJ, UK
| | - Ji-Xin Cheng
- Department of Biomedical Engineering, Boston University, Boston, MA 02215, USA
- Photonics Center, Boston University, Boston, MA 02215, USA
- Department of Electrical and Computer Engineering, Boston University, Boston, MA 02215, USA
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22
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Juergens H, Mielgo-Gómez Á, Godoy-Hernández A, ter Horst J, Nijenhuis JM, McMillan DGG, Mans R. Physiological relevance, localization and substrate specificity of the alternative (type II) mitochondrial NADH dehydrogenases of Ogataea parapolymorpha. Front Microbiol 2024; 15:1473869. [PMID: 39726963 PMCID: PMC11670749 DOI: 10.3389/fmicb.2024.1473869] [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: 07/31/2024] [Accepted: 11/25/2024] [Indexed: 12/28/2024] Open
Abstract
Mitochondria from Ogataea parapolymorpha harbor a branched electron-transport chain containing a proton-pumping Complex I NADH dehydrogenase and three Type II NADH dehydrogenases (NDH-2). To investigate the physiological role, localization and substrate specificity of these enzymes, the growth of various NADH dehydrogenase knockout mutants was quantitatively characterized in shake-flask and chemostat cultures, followed by oxygen-uptake experiments with isolated mitochondria. NAD(P)H:quinone oxidoreduction of the three NDH-2 were individually assessed. Our findings reveal that the O. parapolymorpha respiratory chain contains an internal NADH-accepting NDH-2 (Ndh2-1/OpNdi1), at least one external NAD(P)H-accepting enzyme, and likely additional mechanisms for respiration-linked oxidation of cytosolic NADH. Metabolic regulation appears to prevent competition between OpNdi1 and Complex I for mitochondrial NADH. With the exception of OpNdi1, the respiratory chain of O. parapolymorpha exhibits metabolic redundancy and tolerates deletion of multiple NADH-dehydrogenase genes without compromising fully respiratory metabolism.
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Affiliation(s)
- Hannes Juergens
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Álvaro Mielgo-Gómez
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | | | - Jolanda ter Horst
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Janine M. Nijenhuis
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
| | - Duncan G. G. McMillan
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
- School of Biological Sciences, University of Reading, Reading, United Kingdom
| | - Robert Mans
- Department of Biotechnology, Delft University of Technology, Delft, Netherlands
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23
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Peralta FT, Shi C, Widanagamage GW, Speight RE, O'Hara I, Zhang Z, Navone L, Behrendorff JB. Pretreated sugarcane bagasse matches performance of synthetic media for lipid production with Yarrowia lipolytica. BIORESOURCE TECHNOLOGY 2024; 413:131558. [PMID: 39362341 DOI: 10.1016/j.biortech.2024.131558] [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: 05/28/2024] [Revised: 08/25/2024] [Accepted: 09/29/2024] [Indexed: 10/05/2024]
Abstract
Engineered strains of Yarrowia lipolytica with modified lipid profiles and other desirable properties for microbial oil production are widely reported but are almost exclusively characterized in synthetic laboratory-grade media. Ensuring translatable performance between synthetic media and industrially scalable lignocellulosic feedstocks is a critical challenge. Yarrowia lipolytica growth and lipid production were characterized in media derived from two-step acid-catalyzed glycerol pretreatment of sugarcane bagasse. Fermentation performance was benchmarked against laboratory-grade synthetic growth media, including detailed characterization of media composition, nitrogen utilization, biomass and lipid production, and fatty acid product profile. A Yarrowia lipolytica strain modified to enable xylose consumption consumed all sugars, glycerol, and acetic acid, accumulating lipids to 34-44 % of cell dry weight. Growth and lipid content when grown in sugarcane bagasse-derived media were equivalent to or better than that observed with synthetic media. These sugarcane bagasse-derived media are suitable for transferable development of Yarrowia lipolytica fermentations from synthetic media.
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Affiliation(s)
- Francisco T Peralta
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School for Biology and Environmental Science, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - Changrong Shi
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - Gevindu Wathsala Widanagamage
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School of Chemistry and Physics, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - Robert E Speight
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School for Biology and Environmental Science, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Advanced Engineering Biology Future Science Platform, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Dutton Park, QLD 4102, Australia.
| | - Ian O'Hara
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Industrial Transformation Training Centre for Bioplastics and Biocomposites, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - Zhanying Zhang
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School of Mechanical, Medical and Process Engineering, Faculty of Engineering, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - Laura Navone
- ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School for Biology and Environmental Science, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
| | - James B Behrendorff
- Centre for Agriculture and the Bioeconomy, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; ARC Centre of Excellence for Synthetic Biology, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; Australia China Joint Research Centre for Biofuels and Biorefining, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia; School for Biology and Environmental Science, Faculty of Science, Queensland University of Technology (QUT), Brisbane, QLD 4000, Australia.
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24
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Zhong V, Ketchum N, Mackenzie JK, Garcia X, Rowley PA. Inhibition of diastatic yeasts by Saccharomyces killer toxins to prevent hyperattenuation during brewing. Appl Environ Microbiol 2024; 90:e0107224. [PMID: 39264169 PMCID: PMC11497815 DOI: 10.1128/aem.01072-24] [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: 06/05/2024] [Accepted: 07/24/2024] [Indexed: 09/13/2024] Open
Abstract
Secondary fermentation in beer can result in undesirable consequences, such as off-flavors, increased alcohol content, hyperattenuation, gushing, and the spontaneous explosion of packaging. Strains of Saccharomyces cerevisiae var. diastaticus are a major contributor to such spoilage due to their production of extracellular glucoamylase enzyme encoded by the STA1 gene. Saccharomyces yeasts can naturally produce antifungal proteins named "killer" toxins that inhibit the growth of competing yeasts. Challenging diastatic yeasts with killer toxins revealed that 91% of strains are susceptible to the K1 killer toxin produced by S. cerevisiae. Screening of 192 killer yeasts identified novel K2 toxins that could inhibit all K1-resistant diastatic yeasts. Variant K2 killer toxins were more potent than the K1 and K2 toxins, inhibiting 95% of diastatic yeast strains tested. Brewing trials demonstrated that adding killer yeast during a simulated diastatic contamination event could prevent hyperattenuation. Currently, most craft breweries can only safeguard against diastatic yeast contamination by good hygiene and monitoring for the presence of diastatic yeasts. The detection of diastatic yeasts will often lead to the destruction of contaminated products and the aggressive decontamination of brewing facilities. Using killer yeasts in brewing offers an approach to safeguard against product loss and potentially remediate contaminated beer.IMPORTANCEThe rise of craft brewing means that more domestic beer in the marketplace is being produced in facilities lacking the means for pasteurization, which increases the risk of microbial spoilage. The most damaging spoilage yeasts are "diastatic" strains of Saccharomyces cerevisiae that cause increased fermentation (hyperattenuation), resulting in unpalatable flavors such as phenolic off-flavor, as well as over-carbonation that can cause exploding packaging. In the absence of a pasteurizer, there are no methods available that would avert the loss of beer due to contamination by diastatic yeasts. This manuscript has found that diastatic yeasts are sensitive to antifungal proteins named "killer toxins" produced by Saccharomyces yeasts, and in industrial-scale fermentation trials, killer yeasts can remediate diastatic yeast contamination. Using killer toxins to prevent diastatic contamination is a unique and innovative approach that could prevent lost revenue to yeast spoilage and save many breweries the time and cost of purchasing and installing a pasteurizer.
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Affiliation(s)
- Victor Zhong
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
| | | | - James K. Mackenzie
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
| | - Ximena Garcia
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
| | - Paul A. Rowley
- Department of Biological Sciences, University of Idaho, Moscow, Idaho, USA
- Institute for Modeling Collaboration and Innovation, University of Idaho, Moscow, Idaho, USA
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25
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Maxwell PH, Mahmood M, Villanueva M, Devine K, Avery N. Lifespan Extension by Retrotransposons under Conditions of Mild Stress Requires Genes Involved in tRNA Modifications and Nucleotide Metabolism. Int J Mol Sci 2024; 25:10593. [PMID: 39408922 PMCID: PMC11477299 DOI: 10.3390/ijms251910593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 09/28/2024] [Accepted: 09/30/2024] [Indexed: 10/20/2024] Open
Abstract
Retrotransposons are mobile DNA elements that are more active with increasing age and exacerbate aging phenotypes in multiple species. We previously reported an unexpected extension of chronological lifespan in the yeast, Saccharomyces paradoxus, due to the presence of Ty1 retrotransposons when cells were aged under conditions of mild stress. In this study, we tested a subset of genes identified by RNA-seq to be differentially expressed in S. paradoxus strains with a high-copy number of Ty1 retrotransposons compared with a strain with no retrotransposons and additional candidate genes for their contribution to lifespan extension when cells were exposed to a moderate dose of hydroxyurea (HU). Deletion of ADE8, NCS2, or TRM9 prevented lifespan extension, while deletion of CDD1, HAC1, or IRE1 partially prevented lifespan extension. Genes overexpressed in high-copy Ty1 strains did not typically have Ty1 insertions in their promoter regions. We found that silencing genomic copies of Ty1 prevented lifespan extension, while expression of Ty1 from a high-copy plasmid extended lifespan in medium with HU or synthetic medium. These results indicate that cells adapt to expression of retrotransposons by changing gene expression in a manner that can better prepare them to remain healthy under mild stress.
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26
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Erfaninejad M, Mahmoudabadi A, Hashemzadeh M, Maraghi E, Fatahinia M. Characteristics of Candida albicans Derived From HIV-Positive Individuals With Oral Candidiasis: Genotyping, Phenotypic Variation, Antifungal Susceptibility, and Biofilm Formation. J Clin Lab Anal 2024; 38:e25103. [PMID: 39297751 PMCID: PMC11520941 DOI: 10.1002/jcla.25103] [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: 02/23/2024] [Revised: 08/28/2024] [Accepted: 09/01/2024] [Indexed: 10/30/2024] Open
Abstract
BACKGROUND Oral candidiasis (OC) is one of the most common mucosal infections in those afflicted with HIV/AIDS. This study aimed to provide detailed information on the phenotype, genotype, antifungal susceptibility, and biofilm formation ability of oral Candida albicans isolated from HIV-infected patients with OC. METHODS A total of 25 C. albicans isolates were collected from oral lesions of HIV-infected patients referred to Behavioral Diseases Counseling Center affiliated with Ahvaz Jundishapur University of Medical Sciences, Iran. The antifungal susceptibility testing was done according to CLSI M27 guideline (fourth edition). The crystal violet method was used to evaluate the biofilm formation ability of isolates. Different phenotypes were identified on yeast extract-peptone-dextrose agar medium supplemented with phloxine B. Genotyping analysis of the isolates was performed using high-resolution melting (HRM) assays and ABC genotyping. RESULTS The highest and lowest susceptibility of the C. albicans isolates was found for fluconazole 24 (96%) and ITC 18 (72%), respectively. Forty-eight percent of the isolates had high biofilm formation ability and exhibited gray cell type. The most common genotype was genotype B (52%). HRM analysis of HIS3, EF3, and CDC3 markers showed three, four, and five different groups, respectively. CONCLUSION Investigating the phenotype, antifungal susceptibility and biofilm formation ability of the C. albicans isolates obtained from oral lesions of HIV-infected patients revealed that the dominant genotypes in the current research could cause more serious infections from the oral source. We recommend further research with a larger sample size to determine the molecular epidemiology of C. albicans among HIV patients in Iran.
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Affiliation(s)
- Maryam Erfaninejad
- Department of Basic Medical SciencesShoushtar Faculty of Medical SciencesShoushtarIran
| | - Ali Zarei Mahmoudabadi
- Infectious and Tropical Diseases Research Center, Health Research InstituteAhvaz Jundishapur University of Medical SciencesAhvazIran
- Department of Medical Mycology, School of MedicineAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Mohammad Hashemzadeh
- Infectious and Tropical Diseases Research Center, Health Research InstituteAhvaz Jundishapur University of Medical SciencesAhvazIran
- Department of Microbiology, School of MedicineAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Elham Maraghi
- Department of Biostatistics and Epidemiology, School of HealthAhvaz Jundishapur University of Medical SciencesAhvazIran
| | - Mahnaz Fatahinia
- Infectious and Tropical Diseases Research Center, Health Research InstituteAhvaz Jundishapur University of Medical SciencesAhvazIran
- Department of Medical Mycology, School of MedicineAhvaz Jundishapur University of Medical SciencesAhvazIran
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27
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Ramakrishnan P, Keeney J. The yeast gene ECM9 regulates cell wall maintenance and cell division in stress conditions. MICROPUBLICATION BIOLOGY 2024; 2024:10.17912/micropub.biology.001313. [PMID: 39415825 PMCID: PMC11480822 DOI: 10.17912/micropub.biology.001313] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 09/26/2024] [Accepted: 09/23/2024] [Indexed: 10/19/2024]
Abstract
Saccharomyces cerevisiae , Baker's yeast, is a well-studied model eukaryotic organism. Much of our knowledge about eukaryotic cell function comes from yeast studies, though nearly 10% of yeast genes remain uncharacterized. This study focuses on YKR004C, a verified gene of unknown function named ECM9 , predicted to be involved in cell division and cell wall maintenance or composition based on previous studies. We investigated the sensitivity in stress conditions of an ECM9 deletion strain, compared to wild-type, to cell wall integrity. These results suggest that ECM9 is involved in cell wall maintenance and the regulatory pathway determining cell division readiness under stress.
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Affiliation(s)
| | - Jill Keeney
- Biology, Juniata College, Huntingdon, Pennsylvania, United States
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28
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Pongcharoen P, Tawong W, Pathaichindachote W, Rod-In W. Physiological responses contributing to multiple stress tolerance in Pichia kudriavzevii with potential enhancement for ethanol fermentation. J Biosci Bioeng 2024; 138:314-323. [PMID: 39098474 DOI: 10.1016/j.jbiosc.2024.07.012] [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: 04/27/2024] [Revised: 06/28/2024] [Accepted: 07/15/2024] [Indexed: 08/06/2024]
Abstract
Economically feasible ethanol production requires efficient hydrolysis of lignocellulosic biomass and high-temperature processing to enable simultaneous saccharification and fermentation. During the lignocellulolysic hydrolysate, the yeast must encounter with a multiple of inhibitors such as heat and furfural. To solve this problem, a potential fermentative yeast strain that tolerated simultaneous multistress and enhance ethanol concentration was investigated. Twenty yeast isolates were classified into two major yeast species, namely Pichia kudriavzevii (twelve isolates) and Candida tropicalis (eight isolates). All P. kudriavzevii isolates were able to grow at high temperature (45 °C) and exhibited stress tolerance toward furfural. Among P. kudriavzevii isolates, NUCG-S3 presented the highest specific growth rate under each stress condition of heat and furfural, and multistress. Morphological changes in P. kudriavzevii isolates (NUCG-S2, NUCG-S3, NUKL-P1, NUKL-P3, and NUOR-J1) showed alteration in mean cell length and width compared to the non-stress condition. Ethanol production by glucose was also determined. The yeast strain, NUCG-S3, gave the highest ethanol concentrations at 99.46 ± 0.82, 62.23 ± 0.96, and 65.80 ± 0.62 g/l (P < 0.05) under temperature of 30 °C, 40 °C, and 42 °C, respectively. The tolerant isolated yeast NUCG-S3 achieved ethanol production of 53.58 ± 3.36 and 48.06 ± 3.31 g/l (P < 0.05) in the presence of 15 mM furfural and multistress (42 °C with 15 mM furfural), respectively. Based on the results of the present study, the novel thermos and furfural-tolerant yeast strain P. kudriavzevii NUCG-S3 showed promise as a highly proficient yeast for high-temperature ethanol fermentation.
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Affiliation(s)
- Pongsanat Pongcharoen
- Department of Agricultural Science, Faculty of Agriculture, Natural Resources and Environment, Naresuan University, Phitsanulok 65000, Thailand; Center of Excellence in Research for Agricultural Biotechnology, Naresuan University, Phitsanulok 65000, Thailand.
| | - Wittaya Tawong
- Department of Agricultural Science, Faculty of Agriculture, Natural Resources and Environment, Naresuan University, Phitsanulok 65000, Thailand; Center of Excellence in Research for Agricultural Biotechnology, Naresuan University, Phitsanulok 65000, Thailand.
| | - Wanwarang Pathaichindachote
- Department of Agricultural Science, Faculty of Agriculture, Natural Resources and Environment, Naresuan University, Phitsanulok 65000, Thailand; Center of Excellence in Research for Agricultural Biotechnology, Naresuan University, Phitsanulok 65000, Thailand.
| | - Weerawan Rod-In
- Department of Agricultural Science, Faculty of Agriculture, Natural Resources and Environment, Naresuan University, Phitsanulok 65000, Thailand; Center of Excellence in Research for Agricultural Biotechnology, Naresuan University, Phitsanulok 65000, Thailand.
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Wang W, Wang X, Tan Y, Zhao S, Zhao L, Zhu Z. CRISPR-Cas9 mediated genome editing of Kluyveromyces marxianus for iterative, multiplexed gene disruption and pathway integration. Biotechnol Bioeng 2024; 121:3269-3282. [PMID: 38778433 DOI: 10.1002/bit.28736] [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: 01/23/2024] [Revised: 04/19/2024] [Accepted: 05/04/2024] [Indexed: 05/25/2024]
Abstract
Kluyveromyces marxianus, a thermotolerant, fast-growing, Crabtree-negative yeast, is a promising chassis for the manufacture of various bioproducts. Although several genome editing tools are available for this yeast, these tools still require refinement to enable more convenient and efficient genetic modification. In this study, we engineered the K. marxianus NBRC 104275 strain by impairing the nonhomologous end joining and enhancing the homologous recombination machinery, which resulted in improved homology-directed repair effective on homology arms of up to 40 bp in length. Additionally, we simplified the CRISPR-Cas9 editing system by constructing a strain for integrative expression of Cas9 nuclease and plasmids bearing different selection markers for gRNA expression, thereby facilitating iterative genome editing without the need for plasmid curing. We demonstrated that tRNA was more effective than the hammerhead ribozyme for processing gRNA primary transcripts, and readily assembled tRNA-gRNA arrays were used for multiplexed editing of at least four targets. This editing tool was further employed for simultaneous scarless in vivo assembly of a 12-kb cassette from three fragments and marker-free integration for expressing a fusion variant of fatty acid synthase, as well as the integration of genes for starch hydrolysis. Together, the genome editing tool developed in this study makes K. marxianus more amenable to genetic modification and will facilitate more extensive engineering of this nonconventional yeast for chemical production.
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Affiliation(s)
- Wenliang Wang
- MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, China
| | - Xinkai Wang
- MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, China
| | - Yadi Tan
- MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, China
| | - Shuo Zhao
- MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, China
| | - Liqian Zhao
- School of Environmental Science and Technology, Dalian University of Technology, Dalian, Liaoning, China
| | - Zhiwei Zhu
- MOE Key Laboratory of Bio-Intelligent Manufacturing, School of Bioengineering, Dalian University of Technology, Dalian, Liaoning, China
- Ningbo Institute of Dalian University of Technology, Ningbo, Zhejiang, China
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Tamm T, Kristjuhan A. Protocol for rapid and cost-effective extraction of genomic DNA from a wide range of wild yeast species for use in PCR-based applications. STAR Protoc 2024; 5:103282. [PMID: 39232988 PMCID: PMC11403535 DOI: 10.1016/j.xpro.2024.103282] [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: 06/18/2024] [Revised: 07/20/2024] [Accepted: 08/12/2024] [Indexed: 09/06/2024] Open
Abstract
Isolation of amplifiable genomic DNA is a prerequisite for the implementation of PCR-based techniques. Here we present a protocol for isolating the genomic DNA from a variety of wild yeast species. This can be completed in approximately 1 h and does not require sophisticated laboratory equipment. We describe steps for growing yeast cells, genomic data extraction, and downstream assay for amplification of specific sequences from the genomic DNA. We then detail procedures for gel electrophoresis and analysis of the results. For complete details on the use and execution of this protocol, please refer to Kristjuhan et al.1.
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Affiliation(s)
- Tiina Tamm
- Institute of Molecular and Cell Biology, University of Tartu, 51010 Tartu, Estonia.
| | - Arnold Kristjuhan
- Institute of Molecular and Cell Biology, University of Tartu, 51010 Tartu, Estonia.
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Ni X, Zhai X, Yu W, Ye M, Yang F, Zhou YJ, Gao J. Dynamically Regulating Homologous Recombination Enables Precise Genome Editing in Ogataea polymorpha. ACS Synth Biol 2024; 13:2938-2947. [PMID: 39230514 DOI: 10.1021/acssynbio.4c00349] [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] [Indexed: 09/05/2024]
Abstract
Methylotrophic yeast Ogataea polymorpha has become a promising cell factory due to its efficient utilization of methanol to produce high value-added chemicals. However, the low homologous recombination (HR) efficiency in O. polymorpha greatly hinders extensive metabolic engineering for industrial applications. Overexpression of HR-related genes successfully improved HR efficiency, which however brought cellular stress and reduced chemical production due to constitutive expression of the HR-related gene. Here, we engineered an HR repair pathway using the dynamically regulated gene ScRAD51 under the control of the l-rhamnose-induced promoter PLRA3 based on the previously constructed CRISPR-Cas9 system in O. polymorpha. Under the optimal inducible conditions, the appropriate expression level of ScRAD51 achieved up to 60% of HR rates without any detectable influence on cell growth in methanol, which was 10-fold higher than that of the wild-type strain. While adopting as the chassis strain for bioproductions, the dynamically regulated recombination system had 50% higher titers of fatty alcohols than that static regulation system. Therefore, this study provided a feasible platform in O. polymorpha for convenient genetic manipulation without perturbing cellular fitness.
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Affiliation(s)
- Xin Ni
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
- School of Biological Engineering, Dalian Polytechnic University, Dalian 116034, China
| | - Xiaoxin Zhai
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
- University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Wei Yu
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
| | - Min Ye
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
- University of Chinese Academy of Sciences, Beijing 100049, PR China
| | - Fan Yang
- School of Biological Engineering, Dalian Polytechnic University, Dalian 116034, China
| | - Yongjin J Zhou
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China
| | - Jiaoqi Gao
- Division of Biotechnology, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, 457 Zhongshan Road, Dalian 116023, PR China
- CAS Key Laboratory of Separation Science for Analytical Chemistry, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, PR China
- Dalian Key Laboratory of Energy Biotechnology, Dalian Institute of Chemical Physics, CAS, 457 Zhongshan Road, Dalian 116023, PR China
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Murvai KP, Rácz HV, Horváth E, Németh B, Imre A, Pereira KNO, Antunovics Z, Peles F, Sipos P, Béri B, Pusztahelyi T, Pócsi I, Pfliegler WP. The bacterial and yeast microbiota in livestock forages in Hungary. BMC Microbiol 2024; 24:340. [PMID: 39266945 PMCID: PMC11391633 DOI: 10.1186/s12866-024-03499-8] [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: 06/21/2024] [Accepted: 09/05/2024] [Indexed: 09/14/2024] Open
Abstract
BACKGROUND Along bacteria, yeasts are common in forages and forage fermentations as spoilage microbes or as additives, yet few studies exist with species-level data on these fungi's occurrence in feedstuff. Active dry yeast and other yeast-based products are also common feed additives in animal husbandry. Here, we aimed to characterize both fermented and non-fermented milking cow feedstuff samples from Hungary to assess their microbial diversity in the first such study from Central Europe. RESULTS We applied long-read bacterial metabarcoding to 10 fermented and 25 non-fermented types of samples to assess bacterial communities and their characteristics, surveyed culturable mold and yeast abundance, and identified culturable yeast species. Fermented forages showed the abundance of Aerococcaceae, Bacillaceae, Brucellaceae, Lactobacillaceae, Staphylococcaceae, and Thermoactinomycetaceae, non-fermented ones had Cyanothecaceae, Enterobacteriaceae, Erwiniaceae, Gomontiellaceae, Oxalobacteraceae, Rhodobiaceae, Rickettsiaceae, and Staphylococcaceae. Abundances of bacterial families showed mostly weak correlation with yeast CFU numbers, only Microcoleaceae (positive) and Enterococcaceae and Alcaligenaceae (negative correlation) showed moderate correlation. We identified 14 yeast species, most commonly Diutina rugosa, Pichia fermentans, P. kudriavzevii, and Wickerhahomyces anomalus. We recorded S. cerevisiae isolates only from animal feed mixes with added active dry yeast, while the species was completely absent from fermented forages. The S. cerevisiae isolates showed high genetic uniformity. CONCLUSION Our results show that both fermented and non-fermented forages harbor diverse bacterial microbiota, with higher alpha diversity in the latter. The bacterial microbiome had an overall weak correlation with yeast abundance, but yeasts were present in the majority of the samples, including four new records for forages as a habitat for yeasts. Yeasts in forages mostly represented common species including opportunistic pathogens, along with a single strain of Saccharomyces used as a feed mix additive.
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Affiliation(s)
- Katalin Pappné Murvai
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
- Doctoral School of Nutrition and Food Sciences, Faculty of Medicine, University of Debrecen, Egyetem tér 1. / Böszörményi út 138, Debrecen, H4032, Hungary
| | - Hanna Viktória Rácz
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
- Doctoral School of Nutrition and Food Sciences, Faculty of Medicine, University of Debrecen, Egyetem tér 1. / Böszörményi út 138, Debrecen, H4032, Hungary
| | - Enikő Horváth
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
| | - Bálint Németh
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
- Doctoral School of Nutrition and Food Sciences, Faculty of Medicine, University of Debrecen, Egyetem tér 1. / Böszörményi út 138, Debrecen, H4032, Hungary
| | - Alexandra Imre
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
| | - Kadmiel Naliel Oliveira Pereira
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
| | - Zsuzsa Antunovics
- Department of Genetics and Applied Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
| | - Ferenc Peles
- Institute of Food Science, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Böszörményi út 138., Debrecen, H4032, Hungary
| | - Péter Sipos
- Institute of Nutrition, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Böszörményi út 138., Debrecen, H4032, Hungary
| | - Béla Béri
- Department of Animal Husbandry, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Böszörményi út 138., Debrecen, H4032, Hungary
| | - Tünde Pusztahelyi
- Central Laboratory of Agricultural and Food Products, Faculty of Agricultural and Food Sciences and Environmental Management, University of Debrecen, Böszörményi út 138., Debrecen, H4032, Hungary
| | - István Pócsi
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary
- HUN-REN-UD Fungal Stress Biology Research Group, Egyetem tér 1., Debrecen, H4032, Hungary
| | - Walter P Pfliegler
- Department of Molecular Biotechnology and Microbiology, Faculty of Science and Technology, University of Debrecen, Egyetem tér 1., Debrecen, H4032, Hungary.
- HUN-REN-UD Fungal Stress Biology Research Group, Egyetem tér 1., Debrecen, H4032, Hungary.
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Jendruchová K, Gaikwad S, Poncová K, Gunišová S, Valášek LS, Hinnebusch AG. Differential effects of 40S ribosome recycling factors on reinitiation at regulatory uORFs in GCN4 mRNA are not dictated by their roles in bulk 40S recycling. Commun Biol 2024; 7:1083. [PMID: 39232119 PMCID: PMC11375166 DOI: 10.1038/s42003-024-06761-x] [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: 03/06/2024] [Accepted: 08/21/2024] [Indexed: 09/06/2024] Open
Abstract
Recycling of 40S ribosomal subunits following translation termination, entailing release of deacylated tRNA and dissociation of the empty 40S from mRNA, involves yeast Tma20/Tma22 heterodimer and Tma64, counterparts of mammalian MCTS1/DENR and eIF2D. MCTS1/DENR enhance reinitiation (REI) at short upstream open reading frames (uORFs) harboring penultimate codons that confer heightened dependence on these factors in bulk 40S recycling. Tma factors, by contrast, inhibited REI at particular uORFs in extracts; however, their roles at regulatory uORFs in vivo were unknown. We examined effects of eliminating Tma proteins on REI at regulatory uORFs mediating translational control of GCN4 optimized for either promoting (uORF1) or preventing (uORF4) REI. We found that the Tma proteins generally impede REI at native uORF4 and its variants equipped with various penultimate codons regardless of their Tma-dependence in bulk recycling. The Tma factors have no effect on REI at native uORF1 and equipping it with Tma-hyperdependent penultimate codons generally did not confer Tma-dependent REI; nor did converting the uORFs to AUG-stop elements. Thus, effects of the Tma proteins vary depending on the REI potential of the uORF and penultimate codon, but unlike in mammals, are not principally dictated by the Tma-dependence of the codon in bulk 40S recycling.
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Affiliation(s)
- Kristína Jendruchová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, Czech Republic
- Faculty of Science, Charles University, Albertov 6, 128 00, Prague, Czech Republic
| | - Swati Gaikwad
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Kristýna Poncová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, Czech Republic
| | - Stanislava Gunišová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, Czech Republic
| | - Leoš Shivaya Valášek
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, Czech Republic.
| | - Alan G Hinnebusch
- Division of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, 20892, USA.
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Bennis NX, Bieseman J, Daran JMG. Unlocking lager's flavour palette by metabolic engineering of Saccharomyces pastorianus for enhanced ethyl ester production. Metab Eng 2024; 85:180-193. [PMID: 39134117 DOI: 10.1016/j.ymben.2024.08.002] [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: 05/02/2024] [Revised: 07/11/2024] [Accepted: 08/05/2024] [Indexed: 08/26/2024]
Abstract
Despite being present in trace amounts, ethyl esters play a crucial role as flavour compounds in lager beer. In yeast, ethyl hexanoate, ethyl octanoate and ethyl decanoate, responsible for fruity and floral taste tones, are synthesized from the toxic medium chain acyl-CoA intermediates released by the fatty acid synthase complex during the fatty acid biosynthesis, as a protective mechanism. The aim of this study was to enhance the production of ethyl esters in the hybrid lager brewing yeast Saccharomyces pastorianus by improving the medium chain acyl-CoA precursor supply. Through CRISPR-Cas9-based genetic engineering, specific FAS1 and FAS2 genes harbouring mutations in domains of the fatty acid synthesis complex were overexpressed in a single and combinatorial approach. These mutations in the ScFAS genes led to specific overproduction of the respective ethyl esters: overexpression of ScFAS1I306A and ScFAS2G1250S significantly improved ethyl hexanoate production and ScFAS1R1834K boosted the ethyl octanoate production. Combinations of ScFAS1 mutant genes with ScFAS2G1250S greatly enhanced predictably the final ethyl ester concentrations in cultures grown on full malt wort, but also resulted in increased levels of free medium chain fatty acids causing alterations in flavour profiles. Finally, the elevated medium chain fatty acid pool was directed towards the ethyl esters by overexpressing the esterase ScEEB1. The genetically modified S. pastorianus strains were utilized in lager beer production, and the resulting beverage exhibited significantly altered flavour profiles, thereby greatly expanding the possibilities of the flavour palette of lager beers.
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Affiliation(s)
- Nicole X Bennis
- Department of Biotechnology, Delft University of Technology, van der Maasweg 9, 2629 HZ, Delft, the Netherlands.
| | - Jimme Bieseman
- Department of Biotechnology, Delft University of Technology, van der Maasweg 9, 2629 HZ, Delft, the Netherlands.
| | - Jean-Marc G Daran
- Department of Biotechnology, Delft University of Technology, van der Maasweg 9, 2629 HZ, Delft, the Netherlands.
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Després PC, Dubé AK, Picard MÈ, Grenier J, Shi R, Landry CR. Compensatory mutations potentiate constructive neutral evolution by gene duplication. Science 2024; 385:770-775. [PMID: 39146405 DOI: 10.1126/science.ado5719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 07/15/2024] [Indexed: 08/17/2024]
Abstract
The functions of proteins generally depend on their assembly into complexes. During evolution, some complexes have transitioned from homomers encoded by a single gene to heteromers encoded by duplicate genes. This transition could occur without adaptive evolution through intermolecular compensatory mutations. Here, we experimentally duplicated and evolved a homodimeric enzyme to determine whether and how this could happen. We identified hundreds of deleterious mutations that inactivate individual homodimers but produce functional enzymes when coexpressed as duplicated proteins that heterodimerize. The structure of one such heteromer reveals how both losses of function are buffered through the introduction of asymmetry in the complex that allows them to subfunctionalize. Constructive neutral evolution can thus occur by gene duplication followed by only one deleterious mutation per duplicate.
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Affiliation(s)
- Philippe C Després
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec, QC G1V 0A6, Canada
| | - Alexandre K Dubé
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada
| | - Marie-Ève Picard
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
| | - Jordan Grenier
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
| | - Rong Shi
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
| | - Christian R Landry
- Département de Biochimie, de Microbiologie et de Bio-informatique, Faculté des Sciences et de Génie Université Laval, Québec, QC G1V 0A6, Canada
- Institut de Biologie Intégrative et des Systèmes, Université Laval, Québec, QC G1V 0A6, Canada
- PROTEO, Le Regroupement Québécois de Recherche sur la Fonction, L'Ingénierie et les Applications des Protéines, Université Laval, Québec, QC G1V 0A6, Canada
- Centre de Recherche sur les Données Massives, Université Laval, Québec, QC G1V 0A6, Canada
- Département de Biologie, Faculté des Sciences et de Génie, Université Laval, Québec, QC G1V 0A6, Canada
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Mei X, Hua D, Liu N, Zhang L, Zhao X, Tian Y, Zhao B, Huang J, Zhang L. De novo biosynthesis of anthocyanins in Saccharomyces cerevisiae using metabolic pathway synthases from blueberry. Microb Cell Fact 2024; 23:228. [PMID: 39143478 PMCID: PMC11323355 DOI: 10.1186/s12934-024-02500-3] [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: 01/09/2024] [Accepted: 08/05/2024] [Indexed: 08/16/2024] Open
Abstract
BACKGROUND Anthocyanins are water-soluble flavonoids in plants, which give plants bright colors and are widely used as food coloring agents, nutrients, and cosmetic additives. There are several limitations for traditional techniques of collecting anthocyanins from plant tissues, including species, origin, season, and technology. The benefits of using engineering microbial production of natural products include ease of use, controllability, and high efficiency. RESULTS In this study, ten genes encoding enzymes involved in the anthocyanin biosynthetic pathway were successfully cloned from anthocyanin-rich plant materials blueberry fruit and purple round eggplant rind. The Yeast Fab Assembly technology was utilized to construct the transcriptional units of these genes under different promoters. The transcriptional units of PAL and C4H, 4CL and CHS were fused and inserted into Chr. XVI and IV of yeast strain JDY52 respectively using homologous recombination to gain Strain A. The fragments containing the transcriptional units of CHI and F3H, F3'H and DFR were inserted into Chr. III and XVI to gain Strain B1. Strain B2 has the transcriptional units of ANS and 3GT in Chr. IV. Several anthocyanidins, including cyanidin, peonidin, pelargonidin, petunidin, and malvidin, were detected by LC-MS/MS following the predicted outcomes of the de novo biosynthesis of anthocyanins in S. cerevisiae using a multi-strain co-culture technique. CONCLUSIONS We propose a novel concept for advancing the heterologous de novo anthocyanin biosynthetic pathway, as well as fundamental information and a theoretical framework for the ensuing optimization of the microbial synthesis of anthocyanins.
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Affiliation(s)
- Xuefeng Mei
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Deping Hua
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Na Liu
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Lilin Zhang
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Xiaowen Zhao
- Novogene Bioinformatics Institute, Beijing, 100015, China
| | - Yujing Tian
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Baiping Zhao
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Jinhai Huang
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China.
| | - Lei Zhang
- School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China.
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Garaiova M, Ding Y, Holic R, Valachovic M, Zhang C, Hapala I, Liu P. Yeast perilipin Pet10p/Pln1p interacts with Erg6p in ergosterol metabolism. Biochim Biophys Acta Mol Cell Biol Lipids 2024; 1869:159506. [PMID: 38734059 DOI: 10.1016/j.bbalip.2024.159506] [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: 05/06/2023] [Revised: 05/03/2024] [Accepted: 05/08/2024] [Indexed: 05/13/2024]
Abstract
Lipid droplets (LD) are highly dynamic organelles specialized for the regulation of energy storage and cellular homeostasis. LD consist of a neutral lipid core surrounded by a phospholipid monolayer membrane with embedded proteins, most of which are involved in lipid homeostasis. In this study, we focused on one of the major LD proteins, sterol C24-methyltransferase, encoded by ERG6. We found that the absence of Erg6p resulted in an increased accumulation of yeast perilipin Pet10p in LD, while the disruption of PET10 was accompanied by Erg6p LD over-accumulation. An observed reciprocal enrichment of Erg6p and Pet10p in pet10Δ and erg6Δ mutants in LD, respectively, was related to specific functional changes in the LD and was not due to regulation on the expression level. The involvement of Pet10p in neutral lipid homeostasis was observed in experiments that focused on the dynamics of neutral lipid mobilization as time-dependent changes in the triacylglycerols (TAG) and steryl esters (SE) content. We found that the kinetics of SE hydrolysis was reduced in erg6Δ cells and the mobilization of SE was completely lost in mutants that lacked both Erg6p and Pet10p. In addition, we observed that decreased levels of SE in erg6Δpet10Δ was linked to an overexpression of steryl ester hydrolase Yeh1p. Lipid analysis of erg6Δpet10Δ showed that PET10 deletion altered the composition of ergosterol intermediates which had accumulated in erg6Δ. In conclusion, yeast perilipin Pet10p functionally interacts with Erg6p during the metabolism of ergosterol.
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Affiliation(s)
- Martina Garaiova
- Department of Biochemistry of Biomembranes, Institute of Animal Biochemistry and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dubravska cesta 9, Bratislava 840 05, Slovakia.
| | - Yunfeng Ding
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Roman Holic
- Department of Biochemistry of Biomembranes, Institute of Animal Biochemistry and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dubravska cesta 9, Bratislava 840 05, Slovakia
| | - Martin Valachovic
- Department of Biochemistry of Biomembranes, Institute of Animal Biochemistry and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dubravska cesta 9, Bratislava 840 05, Slovakia
| | - Congyan Zhang
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China
| | - Ivan Hapala
- Department of Biochemistry of Biomembranes, Institute of Animal Biochemistry and Genetics, Centre of Biosciences, Slovak Academy of Sciences, Dubravska cesta 9, Bratislava 840 05, Slovakia
| | - Pingsheng Liu
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing 100101, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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38
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Pretzler M, Rompel A. Mushroom Tyrosinase: Six Isoenzymes Catalyzing Distinct Reactions. Chembiochem 2024; 25:e202400050. [PMID: 38386893 DOI: 10.1002/cbic.202400050] [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: 01/30/2024] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 02/24/2024]
Abstract
"Mushroom tyrosinase" from the common button mushroom is the most frequently used source of tyrosinase activity, both for basic and applied research. Here, the complete tyrosinase family from Agaricus bisporus var. bisporus (abPPO1-6) was cloned from mRNA and expressed heterologously using a single protocol. All six isoenzymes accept a wide range of phenolic and catecholic substrates, but display pronounced differences in their specificity and enzymatic reaction rate. AbPPO3 ignores γ-l-glutaminyl-4-hydroxybenzene (GHB), a natural phenol present in mM concentrations in A. bisporus, while AbPPO4 processes 100 μM GHB at 4-times the rate of the catechol l-DOPA. All six AbPPOs are biochemically distinct enzymes fit for different roles in the fungal life cycle, which challenges the traditional concept of isoenzymes as catalyzing the same physiological reaction and varying only in secondary properties. Transferring this approach to other enzymes and organisms will greatly stimulate both the study of the in vivo function(s) of enzymes and the application of these highly efficient catalysts.
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Affiliation(s)
- Matthias Pretzler
- Universität Wien, Fakultät für Chemie, Institut für Biophysikalische Chemie, Josef-Holaubek-Platz 2, 1090, Wien, Austria
| | - Annette Rompel
- Universität Wien, Fakultät für Chemie, Institut für Biophysikalische Chemie, Josef-Holaubek-Platz 2, 1090, Wien, Austria
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39
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Bhunjun C, Chen Y, Phukhamsakda C, Boekhout T, Groenewald J, McKenzie E, Francisco E, Frisvad J, Groenewald M, Hurdeal VG, Luangsa-ard J, Perrone G, Visagie C, Bai F, Błaszkowski J, Braun U, de Souza F, de Queiroz M, Dutta A, Gonkhom D, Goto B, Guarnaccia V, Hagen F, Houbraken J, Lachance M, Li J, Luo K, Magurno F, Mongkolsamrit S, Robert V, Roy N, Tibpromma S, Wanasinghe D, Wang D, Wei D, Zhao C, Aiphuk W, Ajayi-Oyetunde O, Arantes T, Araujo J, Begerow D, Bakhshi M, Barbosa R, Behrens F, Bensch K, Bezerra J, Bilański P, Bradley C, Bubner B, Burgess T, Buyck B, Čadež N, Cai L, Calaça F, Campbell L, Chaverri P, Chen Y, Chethana K, Coetzee B, Costa M, Chen Q, Custódio F, Dai Y, Damm U, Santiago A, De Miccolis Angelini R, Dijksterhuis J, Dissanayake A, Doilom M, Dong W, Álvarez-Duarte E, Fischer M, Gajanayake A, Gené J, Gomdola D, Gomes A, Hausner G, He M, Hou L, Iturrieta-González I, Jami F, Jankowiak R, Jayawardena R, Kandemir H, Kiss L, Kobmoo N, Kowalski T, Landi L, Lin C, Liu J, Liu X, Loizides M, Luangharn T, Maharachchikumbura S, Mkhwanazi GM, Manawasinghe I, Marin-Felix Y, McTaggart A, Moreau P, Morozova O, et alBhunjun C, Chen Y, Phukhamsakda C, Boekhout T, Groenewald J, McKenzie E, Francisco E, Frisvad J, Groenewald M, Hurdeal VG, Luangsa-ard J, Perrone G, Visagie C, Bai F, Błaszkowski J, Braun U, de Souza F, de Queiroz M, Dutta A, Gonkhom D, Goto B, Guarnaccia V, Hagen F, Houbraken J, Lachance M, Li J, Luo K, Magurno F, Mongkolsamrit S, Robert V, Roy N, Tibpromma S, Wanasinghe D, Wang D, Wei D, Zhao C, Aiphuk W, Ajayi-Oyetunde O, Arantes T, Araujo J, Begerow D, Bakhshi M, Barbosa R, Behrens F, Bensch K, Bezerra J, Bilański P, Bradley C, Bubner B, Burgess T, Buyck B, Čadež N, Cai L, Calaça F, Campbell L, Chaverri P, Chen Y, Chethana K, Coetzee B, Costa M, Chen Q, Custódio F, Dai Y, Damm U, Santiago A, De Miccolis Angelini R, Dijksterhuis J, Dissanayake A, Doilom M, Dong W, Álvarez-Duarte E, Fischer M, Gajanayake A, Gené J, Gomdola D, Gomes A, Hausner G, He M, Hou L, Iturrieta-González I, Jami F, Jankowiak R, Jayawardena R, Kandemir H, Kiss L, Kobmoo N, Kowalski T, Landi L, Lin C, Liu J, Liu X, Loizides M, Luangharn T, Maharachchikumbura S, Mkhwanazi GM, Manawasinghe I, Marin-Felix Y, McTaggart A, Moreau P, Morozova O, Mostert L, Osiewacz H, Pem D, Phookamsak R, Pollastro S, Pordel A, Poyntner C, Phillips A, Phonemany M, Promputtha I, Rathnayaka A, Rodrigues A, Romanazzi G, Rothmann L, Salgado-Salazar C, Sandoval-Denis M, Saupe S, Scholler M, Scott P, Shivas R, Silar P, Silva-Filho A, Souza-Motta C, Spies C, Stchigel A, Sterflinger K, Summerbell R, Svetasheva T, Takamatsu S, Theelen B, Theodoro R, Thines M, Thongklang N, Torres R, Turchetti B, van den Brule T, Wang X, Wartchow F, Welti S, Wijesinghe S, Wu F, Xu R, Yang Z, Yilmaz N, Yurkov A, Zhao L, Zhao R, Zhou N, Hyde K, Crous P. What are the 100 most cited fungal genera? Stud Mycol 2024; 108:1-411. [PMID: 39100921 PMCID: PMC11293126 DOI: 10.3114/sim.2024.108.01] [Show More Authors] [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: 02/12/2024] [Accepted: 03/17/2024] [Indexed: 08/06/2024] Open
Abstract
The global diversity of fungi has been estimated between 2 to 11 million species, of which only about 155 000 have been named. Most fungi are invisible to the unaided eye, but they represent a major component of biodiversity on our planet, and play essential ecological roles, supporting life as we know it. Although approximately 20 000 fungal genera are presently recognised, the ecology of most remains undetermined. Despite all this diversity, the mycological community actively researches some fungal genera more commonly than others. This poses an interesting question: why have some fungal genera impacted mycology and related fields more than others? To address this issue, we conducted a bibliometric analysis to identify the top 100 most cited fungal genera. A thorough database search of the Web of Science, Google Scholar, and PubMed was performed to establish which genera are most cited. The most cited 10 genera are Saccharomyces, Candida, Aspergillus, Fusarium, Penicillium, Trichoderma, Botrytis, Pichia, Cryptococcus and Alternaria. Case studies are presented for the 100 most cited genera with general background, notes on their ecology and economic significance and important research advances. This paper provides a historic overview of scientific research of these genera and the prospect for further research. Citation: Bhunjun CS, Chen YJ, Phukhamsakda C, Boekhout T, Groenewald JZ, McKenzie EHC, Francisco EC, Frisvad JC, Groenewald M, Hurdeal VG, Luangsa-ard J, Perrone G, Visagie CM, Bai FY, Błaszkowski J, Braun U, de Souza FA, de Queiroz MB, Dutta AK, Gonkhom D, Goto BT, Guarnaccia V, Hagen F, Houbraken J, Lachance MA, Li JJ, Luo KY, Magurno F, Mongkolsamrit S, Robert V, Roy N, Tibpromma S, Wanasinghe DN, Wang DQ, Wei DP, Zhao CL, Aiphuk W, Ajayi-Oyetunde O, Arantes TD, Araujo JC, Begerow D, Bakhshi M, Barbosa RN, Behrens FH, Bensch K, Bezerra JDP, Bilański P, Bradley CA, Bubner B, Burgess TI, Buyck B, Čadež N, Cai L, Calaça FJS, Campbell LJ, Chaverri P, Chen YY, Chethana KWT, Coetzee B, Costa MM, Chen Q, Custódio FA, Dai YC, Damm U, de Azevedo Santiago ALCM, De Miccolis Angelini RM, Dijksterhuis J, Dissanayake AJ, Doilom M, Dong W, Alvarez-Duarte E, Fischer M, Gajanayake AJ, Gené J, Gomdola D, Gomes AAM, Hausner G, He MQ, Hou L, Iturrieta-González I, Jami F, Jankowiak R, Jayawardena RS, Kandemir H, Kiss L, Kobmoo N, Kowalski T, Landi L, Lin CG, Liu JK, Liu XB, Loizides M, Luangharn T, Maharachchikumbura SSN, Makhathini Mkhwanazi GJ, Manawasinghe IS, Marin-Felix Y, McTaggart AR, Moreau PA, Morozova OV, Mostert L, Osiewacz HD, Pem D, Phookamsak R, Pollastro S, Pordel A, Poyntner C, Phillips AJL, Phonemany M, Promputtha I, Rathnayaka AR, Rodrigues AM, Romanazzi G, Rothmann L, Salgado-Salazar C, Sandoval-Denis M, Saupe SJ, Scholler M, Scott P, Shivas RG, Silar P, Souza-Motta CM, Silva-Filho AGS, Spies CFJ, Stchigel AM, Sterflinger K, Summerbell RC, Svetasheva TY, Takamatsu S, Theelen B, Theodoro RC, Thines M, Thongklang N, Torres R, Turchetti B, van den Brule T, Wang XW, Wartchow F, Welti S, Wijesinghe SN, Wu F, Xu R, Yang ZL, Yilmaz N, Yurkov A, Zhao L, Zhao RL, Zhou N, Hyde KD, Crous PW (2024). What are the 100 most cited fungal genera? Studies in Mycology 108: 1-411. doi: 10.3114/sim.2024.108.01.
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Affiliation(s)
- C.S. Bhunjun
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - Y.J. Chen
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - C. Phukhamsakda
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - T. Boekhout
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
- The Yeasts Foundation, Amsterdam, the Netherlands
| | - J.Z. Groenewald
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - E.H.C. McKenzie
- Landcare Research Manaaki Whenua, Private Bag 92170, Auckland, New Zealand
| | - E.C. Francisco
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
- Laboratório Especial de Micologia, Universidade Federal de São Paulo, São Paulo, Brazil
| | - J.C. Frisvad
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kongens Lyngby, Denmark
| | | | - V. G. Hurdeal
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - J. Luangsa-ard
- BIOTEC, National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani, 12120, Thailand
| | - G. Perrone
- Institute of Sciences of Food Production, National Research Council (CNR-ISPA), Via G. Amendola 122/O, 70126 Bari, Italy
| | - C.M. Visagie
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - F.Y. Bai
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - J. Błaszkowski
- Laboratory of Plant Protection, Department of Shaping of Environment, West Pomeranian University of Technology in Szczecin, Słowackiego 17, PL-71434 Szczecin, Poland
| | - U. Braun
- Martin Luther University, Institute of Biology, Department of Geobotany and Botanical Garden, Neuwerk 21, 06099 Halle (Saale), Germany
| | - F.A. de Souza
- Núcleo de Biologia Aplicada, Embrapa Milho e Sorgo, Empresa Brasileira de Pesquisa Agropecuária, Rodovia MG 424 km 45, 35701–970, Sete Lagoas, MG, Brazil
| | - M.B. de Queiroz
- Programa de Pós-graduação em Sistemática e Evolução, Universidade Federal do Rio Grande do Norte, Campus Universitário, Natal-RN, 59078-970, Brazil
| | - A.K. Dutta
- Molecular & Applied Mycology Laboratory, Department of Botany, Gauhati University, Gopinath Bordoloi Nagar, Jalukbari, Guwahati - 781014, Assam, India
| | - D. Gonkhom
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - B.T. Goto
- Programa de Pós-graduação em Sistemática e Evolução, Universidade Federal do Rio Grande do Norte, Campus Universitário, Natal-RN, 59078-970, Brazil
| | - V. Guarnaccia
- Department of Agricultural, Forest and Food Sciences (DISAFA), University of Torino, Largo Braccini 2, 10095 Grugliasco, TO, Italy
| | - F. Hagen
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
- Institute of Biodiversity and Ecosystem Dynamics (IBED), University of Amsterdam, Amsterdam, the Netherlands
| | - J. Houbraken
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - M.A. Lachance
- Department of Biology, University of Western Ontario London, Ontario, Canada N6A 5B7
| | - J.J. Li
- College of Biodiversity Conservation, Southwest Forestry University, Kunming 650224, P.R. China
| | - K.Y. Luo
- College of Biodiversity Conservation, Southwest Forestry University, Kunming 650224, P.R. China
| | - F. Magurno
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural Sciences, University of Silesia in Katowice, Jagiellońska 28, 40-032 Katowice, Poland
| | - S. Mongkolsamrit
- BIOTEC, National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani, 12120, Thailand
| | - V. Robert
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - N. Roy
- Molecular & Applied Mycology Laboratory, Department of Botany, Gauhati University, Gopinath Bordoloi Nagar, Jalukbari, Guwahati - 781014, Assam, India
| | - S. Tibpromma
- Center for Yunnan Plateau Biological Resources Protection and Utilization, College of Biological Resource and Food Engineering, Qujing Normal University, Qujing, Yunnan 655011, P.R. China
| | - D.N. Wanasinghe
- Center for Mountain Futures, Kunming Institute of Botany, Honghe 654400, Yunnan, China
| | - D.Q. Wang
- College of Biodiversity Conservation, Southwest Forestry University, Kunming 650224, P.R. China
| | - D.P. Wei
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Department of Entomology and Plant Pathology, Faculty of Agriculture, Chiang Mai University, Chiang Mai, 50200, Thailand
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan 650201, P.R. China
| | - C.L. Zhao
- College of Biodiversity Conservation, Southwest Forestry University, Kunming 650224, P.R. China
| | - W. Aiphuk
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - O. Ajayi-Oyetunde
- Syngenta Crop Protection, 410 S Swing Rd, Greensboro, NC. 27409, USA
| | - T.D. Arantes
- Laboratório de Micologia, Departamento de Biociências e Tecnologia, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, 74605-050, Goiânia, GO, Brazil
| | - J.C. Araujo
- Mykocosmos - Mycology and Science Communication, Rua JP 11 Qd. 18 Lote 13, Jd. Primavera 1ª etapa, Post Code 75.090-260, Anápolis, Goiás, Brazil
- Secretaria de Estado da Educação de Goiás (SEDUC/ GO), Quinta Avenida, Quadra 71, número 212, Setor Leste Vila Nova, Goiânia, Goiás, 74643-030, Brazil
| | - D. Begerow
- Organismic Botany and Mycology, Institute of Plant Sciences and Microbiology, Ohnhorststraße 18, 22609 Hamburg, Germany
| | - M. Bakhshi
- Royal Botanic Gardens, Kew, Richmond, Surrey, TW9 3AE, UK
| | - R.N. Barbosa
- Micoteca URM-Department of Mycology Prof. Chaves Batista, Federal University of Pernambuco, Av. Prof. Moraes Rego, s/n, Center for Biosciences, University City, Recife, Pernambuco, Zip Code: 50670-901, Brazil
| | - F.H. Behrens
- Julius Kühn-Institute, Federal Research Centre for Cultivated Plants, Institute for Plant Protection in Fruit Crops and Viticulture, Geilweilerhof, D-76833 Siebeldingen, Germany
| | - K. Bensch
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - J.D.P. Bezerra
- Laboratório de Micologia, Departamento de Biociências e Tecnologia, Instituto de Patologia Tropical e Saúde Pública, Universidade Federal de Goiás, 74605-050, Goiânia, GO, Brazil
| | - P. Bilański
- Department of Forest Ecosystems Protection, Faculty of Forestry, University of Agriculture in Krakow, Al. 29 Listopada 46, 31-425 Krakow, Poland
| | - C.A. Bradley
- Department of Plant Pathology, University of Kentucky, Princeton, KY 42445, USA
| | - B. Bubner
- Johan Heinrich von Thünen-Institut, Bundesforschungsinstitut für Ländliche Räume, Wald und Fischerei, Institut für Forstgenetik, Eberswalder Chaussee 3a, 15377 Waldsieversdorf, Germany
| | - T.I. Burgess
- Harry Butler Institute, Murdoch University, Murdoch, 6150, Australia
| | - B. Buyck
- Institut de Systématique, Evolution, Biodiversité (ISYEB), Muséum National d’Histoire naturelle, CNRS, Sorbonne Université, EPHE, Université des Antilles, 57 rue Cuvier, CP 39, 75231, Paris cedex 05, France
| | - N. Čadež
- University of Ljubljana, Biotechnical Faculty, Food Science and Technology Department Jamnikarjeva 101, 1000 Ljubljana, Slovenia
| | - L. Cai
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - F.J.S. Calaça
- Mykocosmos - Mycology and Science Communication, Rua JP 11 Qd. 18 Lote 13, Jd. Primavera 1ª etapa, Post Code 75.090-260, Anápolis, Goiás, Brazil
- Secretaria de Estado da Educação de Goiás (SEDUC/ GO), Quinta Avenida, Quadra 71, número 212, Setor Leste Vila Nova, Goiânia, Goiás, 74643-030, Brazil
- Laboratório de Pesquisa em Ensino de Ciências (LabPEC), Centro de Pesquisas e Educação Científica, Universidade Estadual de Goiás, Campus Central (CEPEC/UEG), Anápolis, GO, 75132-903, Brazil
| | - L.J. Campbell
- School of Veterinary Medicine, University of Wisconsin - Madison, Madison, Wisconsin, USA
| | - P. Chaverri
- Centro de Investigaciones en Productos Naturales (CIPRONA) and Escuela de Biología, Universidad de Costa Rica, 11501-2060, San José, Costa Rica
- Department of Natural Sciences, Bowie State University, Bowie, Maryland, U.S.A
| | - Y.Y. Chen
- Guizhou Key Laboratory of Agricultural Biotechnology, Guizhou Academy of Agricultural Sciences, Guiyang 550006, China
| | - K.W.T. Chethana
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - B. Coetzee
- Department of Plant Pathology, University of Stellenbosch, Private Bag X1, Matieland 7602, South Africa
- School for Data Sciences and Computational Thinking, University of Stellenbosch, South Africa
| | - M.M. Costa
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - Q. Chen
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - F.A. Custódio
- Departamento de Fitopatologia, Universidade Federal de Viçosa, Viçosa-MG, Brazil
| | - Y.C. Dai
- State Key Laboratory of Efficient Production of Forest Resources, School of Ecology and Nature Conservation, Beijing Forestry University, Beijing 100083, China
| | - U. Damm
- Senckenberg Museum of Natural History Görlitz, PF 300 154, 02806 Görlitz, Germany
| | - A.L.C.M.A. Santiago
- Post-graduate course in the Biology of Fungi, Department of Mycology, Federal University of Pernambuco, Av. Prof. Moraes Rego, s/n, 50740-465, Recife, PE, Brazil
| | | | - J. Dijksterhuis
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - A.J. Dissanayake
- Center for Informational Biology, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - M. Doilom
- Innovative Institute for Plant Health/Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, P.R. China
| | - W. Dong
- Innovative Institute for Plant Health/Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, P.R. China
| | - E. Álvarez-Duarte
- Mycology Unit, Microbiology and Mycology Program, Biomedical Sciences Institute, University of Chile, Chile
| | - M. Fischer
- Julius Kühn-Institute, Federal Research Centre for Cultivated Plants, Institute for Plant Protection in Fruit Crops and Viticulture, Geilweilerhof, D-76833 Siebeldingen, Germany
| | - A.J. Gajanayake
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - J. Gené
- Unitat de Micologia i Microbiologia Ambiental, Facultat de Medicina i Ciències de la Salut & IURESCAT, Universitat Rovira i Virgili (URV), Reus, Catalonia Spain
| | - D. Gomdola
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Mai 50150, Thailand
| | - A.A.M. Gomes
- Departamento de Agronomia, Universidade Federal Rural de Pernambuco, Recife-PE, Brazil
| | - G. Hausner
- Department of Microbiology, University of Manitoba, Winnipeg, MB, R3T 5N6
| | - M.Q. He
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - L. Hou
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- Key Laboratory of Space Nutrition and Food Engineering, China Astronaut Research and Training Center, Beijing, 100094, China
| | - I. Iturrieta-González
- Unitat de Micologia i Microbiologia Ambiental, Facultat de Medicina i Ciències de la Salut & IURESCAT, Universitat Rovira i Virgili (URV), Reus, Catalonia Spain
- Department of Preclinic Sciences, Medicine Faculty, Laboratory of Infectology and Clinical Immunology, Center of Excellence in Translational Medicine-Scientific and Technological Nucleus (CEMT-BIOREN), Universidad de La Frontera, Temuco 4810296, Chile
| | - F. Jami
- Plant Health and Protection, Agricultural Research Council, Pretoria, South Africa
| | - R. Jankowiak
- Department of Forest Ecosystems Protection, Faculty of Forestry, University of Agriculture in Krakow, Al. 29 Listopada 46, 31-425 Krakow, Poland
| | - R.S. Jayawardena
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Kyung Hee University, 26 Kyungheedae-ro, Dongdaemun-gu, Seoul 02447, South Korea
| | - H. Kandemir
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - L. Kiss
- Centre for Crop Health, Institute for Life Sciences and the Environment, University of Southern Queensland, QLD 4350 Toowoomba, Australia
- Centre for Research and Development, Eszterházy Károly Catholic University, H-3300 Eger, Hungary
| | - N. Kobmoo
- BIOTEC, National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani, 12120, Thailand
| | - T. Kowalski
- Department of Forest Ecosystems Protection, Faculty of Forestry, University of Agriculture in Krakow, Al. 29 Listopada 46, 31-425 Krakow, Poland
| | - L. Landi
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - C.G. Lin
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center for Informational Biology, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - J.K. Liu
- Center for Informational Biology, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - X.B. Liu
- CAS Key Laboratory for Plant Diversity and Biogeography of East Asia, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming, Yunnan 650201, P.R. China
- Synthetic and Systems Biology Unit, Institute of Biochemistry, HUN-REN Biological Research Center, Temesvári krt. 62, Szeged H-6726, Hungary
- Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China
| | | | - T. Luangharn
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - S.S.N. Maharachchikumbura
- Center for Informational Biology, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - G.J. Makhathini Mkhwanazi
- Department of Plant Pathology, University of Stellenbosch, Private Bag X1, Matieland 7602, South Africa
| | - I.S. Manawasinghe
- Innovative Institute for Plant Health/Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, P.R. China
| | - Y. Marin-Felix
- Department Microbial Drugs, Helmholtz Centre for Infection Research, Inhoffenstrasse 7, 38124, Braunschweig, Germany
- Institute of Microbiology, Technische Universität Braunschweig, Spielmannstrasse 7, 38106, Braunschweig, Germany
| | - A.R. McTaggart
- Centre for Horticultural Science, Queensland Alliance for Agriculture and Food Innovation, The University of Queensland, Ecosciences Precinct, Dutton Park 4102, Queensland, Australia
| | - P.A. Moreau
- Univ. Lille, ULR 4515 - LGCgE, Laboratoire de Génie Civil et géo-Environnement, F-59000 Lille, France
| | - O.V. Morozova
- Komarov Botanical Institute of the Russian Academy of Sciences, 2, Prof. Popov Str., 197376 Saint Petersburg, Russia
- Tula State Lev Tolstoy Pedagogical University, 125, Lenin av., 300026 Tula, Russia
| | - L. Mostert
- Department of Plant Pathology, University of Stellenbosch, Private Bag X1, Matieland 7602, South Africa
| | - H.D. Osiewacz
- Faculty for Biosciences, Institute for Molecular Biosciences, Goethe University, Max-von-Laue-Str. 9, 60438, Frankfurt/Main, Germany
| | - D. Pem
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Mai 50150, Thailand
| | - R. Phookamsak
- Center for Mountain Futures, Kunming Institute of Botany, Honghe 654400, Yunnan, China
| | - S. Pollastro
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Bari, Italy
| | - A. Pordel
- Plant Protection Research Department, Baluchestan Agricultural and Natural Resources Research and Education Center, AREEO, Iranshahr, Iran
| | - C. Poyntner
- Institute of Microbiology, University of Innsbruck, Technikerstrasse 25, 6020, Innsbruck, Austria
| | - A.J.L. Phillips
- Faculdade de Ciências, Biosystems and Integrative Sciences Institute (BioISI), Universidade de Lisboa, Campo Grande, 1749-016 Lisbon, Portugal
| | - M. Phonemany
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Mai 50150, Thailand
| | - I. Promputtha
- Department of Biology, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | - A.R. Rathnayaka
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Mai 50150, Thailand
| | - A.M. Rodrigues
- Laboratory of Emerging Fungal Pathogens, Department of Microbiology, Immunology, and Parasitology, Discipline of Cellular Biology, Federal University of São Paulo (UNIFESP), São Paulo, 04023062, Brazil
| | - G. Romanazzi
- Department of Agricultural, Food and Environmental Sciences, Marche Polytechnic University, Ancona, Italy
| | - L. Rothmann
- Plant Pathology, Department of Plant Sciences, Faculty of Natural and Agricultural Sciences, University of the Free State, Bloemfontein, 9301, South Africa
| | - C. Salgado-Salazar
- Mycology and Nematology Genetic Diversity and Biology Laboratory, U.S. Department of Agriculture, Agriculture Research Service (USDA-ARS), 10300 Baltimore Avenue, Beltsville MD, 20705, USA
| | - M. Sandoval-Denis
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - S.J. Saupe
- Institut de Biochimie et de Génétique Cellulaire, UMR 5095 CNRS Université de Bordeaux, 1 rue Camille Saint Saëns, 33077 Bordeaux cedex, France
| | - M. Scholler
- Staatliches Museum für Naturkunde Karlsruhe, Erbprinzenstraße 13, 76133 Karlsruhe, Germany
| | - P. Scott
- Harry Butler Institute, Murdoch University, Murdoch, 6150, Australia
- Sustainability and Biosecurity, Department of Primary Industries and Regional Development, Perth WA 6000, Australia
| | - R.G. Shivas
- Centre for Crop Health, Institute for Life Sciences and the Environment, University of Southern Queensland, QLD 4350 Toowoomba, Australia
| | - P. Silar
- Laboratoire Interdisciplinaire des Energies de Demain, Université de Paris Cité, 75205 Paris Cedex, France
| | - A.G.S. Silva-Filho
- IFungiLab, Departamento de Ciências e Matemática (DCM), Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP), São Paulo, BraziI
| | - C.M. Souza-Motta
- Micoteca URM-Department of Mycology Prof. Chaves Batista, Federal University of Pernambuco, Av. Prof. Moraes Rego, s/n, Center for Biosciences, University City, Recife, Pernambuco, Zip Code: 50670-901, Brazil
| | - C.F.J. Spies
- Agricultural Research Council - Plant Health and Protection, Private Bag X5017, Stellenbosch, 7599, South Africa
| | - A.M. Stchigel
- Unitat de Micologia i Microbiologia Ambiental, Facultat de Medicina i Ciències de la Salut & IURESCAT, Universitat Rovira i Virgili (URV), Reus, Catalonia Spain
| | - K. Sterflinger
- Institute of Natural Sciences and Technology in the Arts (INTK), Academy of Fine Arts Vienna, Augasse 2–6, 1090, Vienna, Austria
| | - R.C. Summerbell
- Sporometrics, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - T.Y. Svetasheva
- Tula State Lev Tolstoy Pedagogical University, 125, Lenin av., 300026 Tula, Russia
| | - S. Takamatsu
- Mie University, Graduate School, Department of Bioresources, 1577 Kurima-Machiya, Tsu 514-8507, Japan
| | - B. Theelen
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - R.C. Theodoro
- Laboratório de Micologia Médica, Instituto de Medicina Tropical do RN, Universidade Federal do Rio Grande do Norte, 59078-900, Natal, RN, Brazil
| | - M. Thines
- Senckenberg Biodiversity and Climate Research Centre (BiK-F), Senckenberganlage 25, 60325 Frankfurt Am Main, Germany
| | - N. Thongklang
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
| | - R. Torres
- IRTA, Postharvest Programme, Edifici Fruitcentre, Parc Agrobiotech de Lleida, Parc de Gardeny, 25003, Lleida, Catalonia, Spain
| | - B. Turchetti
- Department of Agricultural, Food and Environmental Sciences and DBVPG Industrial Yeasts Collection, University of Perugia, Italy
| | - T. van den Brule
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
- TIFN, P.O. Box 557, 6700 AN Wageningen, the Netherlands
| | - X.W. Wang
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
| | - F. Wartchow
- Departamento de Sistemática e Ecologia, Universidade Federal da Paraíba, Paraiba, João Pessoa, Brazil
| | - S. Welti
- Institute of Microbiology, Technische Universität Braunschweig, Spielmannstrasse 7, 38106, Braunschweig, Germany
| | - S.N. Wijesinghe
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Mushroom Research Foundation, 128 M.3 Ban Pa Deng T. Pa Pae, A. Mae Taeng, Chiang Mai 50150, Thailand
| | - F. Wu
- State Key Laboratory of Efficient Production of Forest Resources, School of Ecology and Nature Conservation, Beijing Forestry University, Beijing 100083, China
| | - R. Xu
- School of Food Science and Engineering, Yangzhou University, Yangzhou 225127, China
- Internationally Cooperative Research Center of China for New Germplasm Breeding of Edible Mushroom, Jilin Agricultural University, Changchun 130118, China
| | - Z.L. Yang
- Syngenta Crop Protection, 410 S Swing Rd, Greensboro, NC. 27409, USA
- Yunnan Key Laboratory for Fungal Diversity and Green Development, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, Yunnan, China
| | - N. Yilmaz
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
| | - A. Yurkov
- Leibniz Institute DSMZ-German Collection of Microorganisms and Cell Cultures, Brunswick, Germany
| | - L. Zhao
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
| | - R.L. Zhao
- State Key Laboratory of Mycology, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China
- College of Life Sciences, University of Chinese Academy of Sciences, Beijing 100049, China
| | - N. Zhou
- Department of Biological Sciences and Biotechnology, Botswana University of Science and Technology, Private Bag, 16, Palapye, Botswana
| | - K.D. Hyde
- School of Science, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Center of Excellence in Fungal Research, Mae Fah Luang University, Chiang Rai, 57100, Thailand
- Innovative Institute for Plant Health/Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China, Ministry of Agriculture and Rural Affairs, Zhongkai University of Agriculture and Engineering, Guangzhou 510225, Guangdong, P.R. China
- Key Laboratory of Economic Plants and Biotechnology and the Yunnan Key Laboratory for Wild Plant Resources, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China
| | - P.W. Crous
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, Utrecht, 3584 CT, The Netherlands
- Department of Biochemistry, Genetics and Microbiology, Forestry and Agricultural Biotechnology Institute (FABI), University of Pretoria, Pretoria, South Africa
- Microbiology, Department of Biology, Utrecht University, Padualaan 8, 3584 CH Utrecht
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Wu LY, Xu Y, Yu XW. Efficient CRISPR-mediated C-to-T base editing in Komagataella phaffii. Biotechnol J 2024; 19:e2400115. [PMID: 38987223 DOI: 10.1002/biot.202400115] [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: 02/26/2024] [Revised: 05/24/2024] [Accepted: 06/05/2024] [Indexed: 07/12/2024]
Abstract
The nonconventional methylotrophic yeast Komagataella phaffii is widely applied in the production of industrial enzymes, pharmaceutical proteins, and various high-value chemicals. The development of robust and versatile genome editing tools for K. phaffii is crucial for the design of increasingly advanced cell factories. Here, we first developed a base editing method for K. phaffii based on the CRISPR-nCas9 system. We engineered 24 different base editor constructs, using a variety of promoters and cytidine deaminases (CDAs). The optimal base editor (PAOX2*-KpA3A-nCas9-KpUGI-DAS1TT) comprised a truncated AOX2 promoter (PAOX2*), a K. phaffii codon-optimized human APOBEC3A CDA (KpA3A), human codon-optimized nCas9 (D10A), and a K. phaffii codon-optimized uracil glycosylase inhibitor (KpUGI). This optimal base editor efficiently performed C-to-T editing in K. phaffii, with single-, double-, and triple-locus editing efficiencies of up to 96.0%, 65.0%, and 5.0%, respectively, within a 7-nucleotide window from C-18 to C-12. To expand the targetable genomic region, we also replaced nCas9 in the optimal base editor with nSpG and nSpRy, and achieved 50.0%-60.0% C-to-T editing efficiency for NGN-protospacer adjacent motif (PAM) sites and 20.0%-93.2% C-to-T editing efficiency for NRN-PAM sites, respectively. Therefore, these constructed base editors have emerged as powerful tools for gene function research, metabolic engineering, genetic improvement, and functional genomics research in K. phaffii.
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Affiliation(s)
- Ling-Yu Wu
- Lab of Brewing Microbiology and Applied Enzymology, School of Biotechnology and Key Laboratory of Industrial Biotechnology of Ministry of Education, Jiangnan University, Wuxi, China
| | - Yan Xu
- Lab of Brewing Microbiology and Applied Enzymology, School of Biotechnology and Key Laboratory of Industrial Biotechnology of Ministry of Education, Jiangnan University, Wuxi, China
| | - Xiao-Wei Yu
- Lab of Brewing Microbiology and Applied Enzymology, School of Biotechnology and Key Laboratory of Industrial Biotechnology of Ministry of Education, Jiangnan University, Wuxi, China
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Alcantar MA, English MA, Valeri JA, Collins JJ. A high-throughput synthetic biology approach for studying combinatorial chromatin-based transcriptional regulation. Mol Cell 2024; 84:2382-2396.e9. [PMID: 38906116 DOI: 10.1016/j.molcel.2024.05.025] [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: 06/05/2023] [Revised: 04/11/2024] [Accepted: 05/24/2024] [Indexed: 06/23/2024]
Abstract
The construction of synthetic gene circuits requires the rational combination of multiple regulatory components, but predicting their behavior can be challenging due to poorly understood component interactions and unexpected emergent behaviors. In eukaryotes, chromatin regulators (CRs) are essential regulatory components that orchestrate gene expression. Here, we develop a screening platform to investigate the impact of CR pairs on transcriptional activity in yeast. We construct a combinatorial library consisting of over 1,900 CR pairs and use a high-throughput workflow to characterize the impact of CR co-recruitment on gene expression. We recapitulate known interactions and discover several instances of CR pairs with emergent behaviors. We also demonstrate that supervised machine learning models trained with low-dimensional amino acid embeddings accurately predict the impact of CR co-recruitment on transcriptional activity. This work introduces a scalable platform and machine learning approach that can be used to study how networks of regulatory components impact gene expression.
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Affiliation(s)
- Miguel A Alcantar
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA; Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA
| | - Max A English
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA; Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA
| | - Jacqueline A Valeri
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA; Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
| | - James J Collins
- Department of Biological Engineering, Massachusetts Institute of Technology (MIT), Cambridge, MA 02139, USA; Institute for Medical Engineering and Science, MIT, Cambridge, MA 02139, USA; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA 02115, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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42
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Fu K, Song X, Cui Y, Zhou Q, Yin Y, Zhang J, Zhou H, Su Y. Analyzing the quality differences between healthy and moldy cigar tobacco leaves during the air-curing process through fungal communities and physicochemical components. Front Microbiol 2024; 15:1399777. [PMID: 38887717 PMCID: PMC11180791 DOI: 10.3389/fmicb.2024.1399777] [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: 04/02/2024] [Accepted: 05/21/2024] [Indexed: 06/20/2024] Open
Abstract
Introduction The air-curing process of cigar tobacco, as a key step in enhancing the quality of cigars, is often susceptible to contamination by mold spores, which severely constrains the quality of cigar tobacco. Methods This study employed high-throughput Illumina sequencing technology and a continuous flow analysis system to analyze the differences between the microbial communities and physicochemical components of moldy and healthy cigar tobacco leaves. Furthermore, correlation analysis was performed to reveal the impact of mold on the quality of cigar tobacco. Results The differences between the microbial flora and physicochemical compositions of moldy (MC) and healthy (HC) tobacco leaves were analyzed, revealing significant disparities between the two groups. Aspergillus spp. represented the dominant mold in MC, with nine out of twelve isolated molds showing higher quantities on MC than on HC. Mold contamination notably decreased the total nitrogen (TN), total phosphorus (TP), total alkaloids (TA), starch, protein, and flavor constituents while increasing the total fatty acid esters (TFAA), which was accompanied by a shift towards weakly acidic pH in the leaves. Fungal community analysis indicated a significant reduction in the fungal operational taxonomic unit (OUT) numbers and diversity indices in MC, contrasting with the bacterial trends. Aspergillus exhibited significantly higher relative abundance in MC, with LEfSe analysis pinpointing it as the primary driver of differentiation. Furthermore, significant negative correlations were observed between Aspergillus and TP, starch, TA, and protein, while a significant positive association was evident with TFAA. Network analysis underscored the pivotal role of Aspergillus as the species influencing disparities between HC and MC, with its abundance serving as a critical determinant during the air-curing process. Discussion This study elucidated substantial quality distinctions between MC and HC during air-curing, with Aspergillus emerging as the key species contributing to leaf mold.
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Affiliation(s)
- Kejian Fu
- College of Resources and Environment, Yunnan Agricultural University, Kunming, China
| | - Xueru Song
- Yunnan Tobacco Company Yuxi City Corporation, Yuxi, China
| | - Yonghe Cui
- Yunnan Tobacco Company Yuxi City Corporation, Yuxi, China
| | - Qi Zhou
- College of Resources and Environment, Yunnan Agricultural University, Kunming, China
| | - Yuming Yin
- College of Resources and Environment, Yunnan Agricultural University, Kunming, China
| | - Jilai Zhang
- College of Resources and Environment, Yunnan Agricultural University, Kunming, China
| | - Hongyin Zhou
- College of Plant Protection, Yunnan Agricultural University, Kunming, China
| | - Youbo Su
- College of Resources and Environment, Yunnan Agricultural University, Kunming, China
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Sanmartín G, Sánchez-Adriá IE, Prieto JA, Estruch F, Randez-Gil F. Bioprospecting of sourdough microbial species from artisan bakeries in the city of Valencia. Food Microbiol 2024; 120:104474. [PMID: 38431320 DOI: 10.1016/j.fm.2024.104474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 12/22/2023] [Accepted: 01/09/2024] [Indexed: 03/05/2024]
Abstract
This work describes the characterization of an artisanal sourdough set of bakeries located in the city of Valencia. Culture-dependent and -independent analyses detected Fructilactobacillus sanfranciscensis, Saccharomyces cerevisiae and Kazachstania humilis as dominant species. Nevertheless, specific technological parameters, including backslopping temperature, dough yield, or the addition of salt affected microbial counting, LAB/Yeast ratio, and gassing performance, favouring the appearance of several species of Lactobacillus sp., Limosilactobacillus pontis or Torulaspora delbrueckii as additional players. Sourdough leavening activity was affected positively by yeast counts and negatively by the presence of salt. In addition, the predominance of a particular yeast species appeared to impact the dynamics of CO2 release. Seven important flavour-active compounds (ethyl acetate, 1-hexanol, 2-penthylfuran, 3-ethyl-2-methyl-1,3-hexadiene, 2-octen-1-ol, nonanal and 1-nonanol) were detected in all samples and together with 3-methyl butanol and hexyl acetate represented more than the 53% of volatile abundancy in nine of the ten sourdoughs analysed. Even so, the specific microbial composition of each sample influenced the volatile profile. For example, the occurrence of K. humilis or S. cerevisiae as dominant yeast influenced the composition of major alcohol species, while F. sanfranciscensis and L. pontis positively correlated with aldehydes and octanoic acid content. In addition, relevant correlations could be also found among different technological parameters and between these, volatile compounds and microbial species. Overall, our study emphasises on how differences in technological parameters generate biodiversity in a relatively small set of artisan sourdoughs providing opportunities for excellence and quality baking products.
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Affiliation(s)
- Gemma Sanmartín
- Department of Biotechnology, Instituto de Agroquímica y Tecnología de Los Alimentos, Consejo Superior de Investigaciones Científicas, Avda. Agustín Escardino, 7, 46980, Paterna, Valencia, Spain
| | - Isabel E Sánchez-Adriá
- Department of Biotechnology, Instituto de Agroquímica y Tecnología de Los Alimentos, Consejo Superior de Investigaciones Científicas, Avda. Agustín Escardino, 7, 46980, Paterna, Valencia, Spain
| | - Jose A Prieto
- Department of Biotechnology, Instituto de Agroquímica y Tecnología de Los Alimentos, Consejo Superior de Investigaciones Científicas, Avda. Agustín Escardino, 7, 46980, Paterna, Valencia, Spain
| | - Francisco Estruch
- Department of Biochemistry and Molecular Biology, Universitat de València, Dr. Moliner 50, 46100, Burjassot, Spain
| | - Francisca Randez-Gil
- Department of Biotechnology, Instituto de Agroquímica y Tecnología de Los Alimentos, Consejo Superior de Investigaciones Científicas, Avda. Agustín Escardino, 7, 46980, Paterna, Valencia, Spain.
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Tian E, Shen X, Xiao M, Zhu Z, Yang Y, Yan X, Wang P, Zou G, Zhou Z. An engineered Pichia pastoris platform for the biosynthesis of silk-based nanomaterials with therapeutic potential. Int J Biol Macromol 2024; 269:131954. [PMID: 38697424 DOI: 10.1016/j.ijbiomac.2024.131954] [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: 02/19/2024] [Revised: 04/19/2024] [Accepted: 04/27/2024] [Indexed: 05/05/2024]
Abstract
Silk fibroin (SF) from the cocoon of silkworm has exceptional mechanical properties and biocompatibility and is used as a biomaterial in a variety of fields. Sustainable, affordable, and scalable manufacturing of SF would enable its large-scale use. We report for the first time the high-level secretory production of recombinant SF peptides in engineered Pichia pastoris cell factories and the processing thereof to nanomaterials. Two SF peptides (BmSPR3 and BmSPR4) were synthesized and secreted by P. pastoris using signal peptides and appropriate spacing between hydrophilic sequences. By strain engineering to reduce protein degradation, increase glycyl-tRNA supply, and improve protein secretion, we created the optimized P. pastoris chassis PPGSP-8 to produce BmSPR3 and BmSPR4. The SF fed-batch fermentation titers of the resulting two P. pastoris cell factories were 11.39 and 9.48 g/L, respectively. Protein self-assembly was inhibited by adding Tween 80 to the medium. Recombinant SF peptides were processed to nanoparticles (NPs) and nanofibrils. The physicochemical properties of nanoparticles R3NPs and R4NPs from the recombinant SFs synthesized in P. pastoris cell factories were similar or superior to those of RSFNPs (Regenerated Silk Fibroin NanoParticles) originating from commercially available SF. Our work will facilitate the production by microbial fermentation of functional SF for use as a biomaterial.
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Affiliation(s)
- Ernuo Tian
- School of Pharmacy, East China University of Science and Technology, Shanghai 200037, China; CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiao Shen
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Meili Xiao
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Zhihua Zhu
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Yi Yang
- School of Pharmacy, East China University of Science and Technology, Shanghai 200037, China
| | - Xing Yan
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Pingping Wang
- CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China.
| | - Gen Zou
- Shanghai Key Laboratory of Agricultural Genetics and Breeding, Institute of Edible Fungi, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China.
| | - Zhihua Zhou
- School of Pharmacy, East China University of Science and Technology, Shanghai 200037, China; CAS-Key Laboratory of Synthetic Biology, CAS Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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45
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Giorgianni A, Zenone A, Sützl L, Csarman F, Ludwig R. Exploring class III cellobiose dehydrogenase: sequence analysis and optimized recombinant expression. Microb Cell Fact 2024; 23:146. [PMID: 38783303 PMCID: PMC11112829 DOI: 10.1186/s12934-024-02420-2] [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: 03/13/2024] [Accepted: 05/07/2024] [Indexed: 05/25/2024] Open
Abstract
BACKGROUND Cellobiose dehydrogenase (CDH) is an extracellular fungal oxidoreductase with multiple functions in plant biomass degradation. Its primary function as an auxiliary enzyme of lytic polysaccharide monooxygenase (LPMO) facilitates the efficient depolymerization of cellulose, hemicelluloses and other carbohydrate-based polymers. The synergistic action of CDH and LPMO that supports biomass-degrading hydrolases holds significant promise to harness renewable resources for the production of biofuels, chemicals, and modified materials in an environmentally sustainable manner. While previous phylogenetic analyses have identified four distinct classes of CDHs, only class I and II have been biochemically characterized so far. RESULTS Following a comprehensive database search aimed at identifying CDH sequences belonging to the so far uncharacterized class III for subsequent expression and biochemical characterization, we have curated an extensive compilation of putative CDH amino acid sequences. A sequence similarity network analysis was used to cluster them into the four distinct CDH classes. A total of 1237 sequences encoding putative class III CDHs were extracted from the network and used for phylogenetic analyses. The obtained phylogenetic tree was used to guide the selection of 11 cdhIII genes for recombinant expression in Komagataella phaffii. A small-scale expression screening procedure identified a promising cdhIII gene originating from the plant pathogen Fusarium solani (FsCDH), which was selected for expression optimization by signal peptide shuffling and subsequent production in a 5-L bioreactor. The purified FsCDH exhibits a UV-Vis spectrum and enzymatic activity similar to other characterized CDH classes. CONCLUSION The successful production and functional characterization of FsCDH proved that class III CDHs are catalytical active enzymes resembling the key properties of class I and class II CDHs. A detailed biochemical characterization based on the established expression and purification strategy can provide new insights into the evolutionary process shaping CDHs and leading to their differentiation into the four distinct classes. The findings have the potential to broaden our understanding of the biocatalytic application of CDH and LPMO for the oxidative depolymerization of polysaccharides.
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Affiliation(s)
- Angela Giorgianni
- Department of Food Science and Technology, Institute of Food Technology, BOKU University, Muthgasse 18, Vienna, 1190, Austria
| | - Alice Zenone
- Department of Food Science and Technology, Institute of Food Technology, BOKU University, Muthgasse 18, Vienna, 1190, Austria
| | - Leander Sützl
- Department of Food Science and Technology, Institute of Food Technology, BOKU University, Muthgasse 18, Vienna, 1190, Austria
| | - Florian Csarman
- Department of Food Science and Technology, Institute of Food Technology, BOKU University, Muthgasse 18, Vienna, 1190, Austria.
| | - Roland Ludwig
- Department of Food Science and Technology, Institute of Food Technology, BOKU University, Muthgasse 18, Vienna, 1190, Austria
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46
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Dibyachintan S, Dube AK, Bradley D, Lemieux P, Dionne U, Landry CR. Cryptic genetic variation shapes the fate of gene duplicates in a protein interaction network. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.23.581840. [PMID: 38464075 PMCID: PMC10925128 DOI: 10.1101/2024.02.23.581840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Paralogous genes are often redundant for long periods of time before they diverge in function. While their functions are preserved, paralogous proteins can accumulate mutations that, through epistasis, could impact their fate in the future. By quantifying the impact of all single-amino acid substitutions on the binding of two myosin proteins to their interaction partners, we find that the future evolution of these proteins is highly contingent on their regulatory divergence and the mutations that have silently accumulated in their protein binding domains. Differences in the promoter strength of the two paralogs amplify the impact of mutations on binding in the lowly expressed one. While some mutations would be sufficient to non-functionalize one paralog, they would have minimal impact on the other. Our results reveal how functionally equivalent protein domains could be destined to specific fates by regulatory and cryptic coding sequence changes that currently have little to no functional impact.
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Affiliation(s)
- Soham Dibyachintan
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
| | - Alexandre K Dube
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
- Département de Biologie, Université Laval, Québec, QC, Canada
| | - David Bradley
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
- Département de Biologie, Université Laval, Québec, QC, Canada
| | - Pascale Lemieux
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
| | - Ugo Dionne
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Current affiliation: Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Christian R Landry
- PROTEO-Regroupement Québécois de Recherche sur la Fonction, l'Ingénierie et les Applications des Protéines, Québec, QC, Canada
- Centre de Recherche en Données Massives de l'Université Laval, Université Laval, Québec, QC, Canada
- Institut de Biologie Intégrative et des Systèmes (IBIS), Université Laval, Québec, QC, Canada
- Département de Biochimie, de Microbiologie et de Bio-Informatique, Université Laval, Québec, QC, Canada
- Département de Biologie, Université Laval, Québec, QC, Canada
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Kastberg LLB, Petrov MS, Strucko T, Jensen MK, Workman CT. Codon-tRNA Coadaptation Bias for Identifying Strong Native Promoters in Komagataella phaffii. ACS Synth Biol 2024; 13:714-720. [PMID: 38381624 DOI: 10.1021/acssynbio.3c00567] [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] [Indexed: 02/23/2024]
Abstract
Promoters are crucial elements for engineering microbial production strains used in bioprocesses. For the increasingly popular chassis Komagataella phaffii (formerly Pichia pastoris), a limited number of well-characterized promoters constrain the data-driven engineering of production strains. Here, we present an in silico approach for condition-independent de novo identification of strong native promoters. The method relies on tRNA-codon coadaptation of coding sequences in the K. phaffii genome and is based on two complementary scores: the number of effective codons and the tRNA adaptation index. Genes with high codon bias are expected to be translated efficiently and, thus, also be under control of strong promoters. Using this approach, we identified promising strong promoter candidates and experimentally assessed their activity using fluorescent reporter assays characterizing 50 promoters spanning a 76-fold difference in expression levels in a glucose medium. Overall, we report several promoters that should be added to the molecular toolbox for engineering of K. phaffii and present an approach for identifying promoters in microbial genomes.
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Affiliation(s)
- Louise La Barbera Kastberg
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
| | - Mykhaylo S Petrov
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, Building 220, 2800 Kgs. Lyngby, Denmark
| | - Tomas Strucko
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
| | - Michael K Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, Building 220, 2800 Kgs. Lyngby, Denmark
| | - Christopher T Workman
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Søltofts Plads Building 223, 2800 Kgs. Lyngby, Denmark
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48
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Jendruchová K, Gaikwad S, Poncová K, Gunišová S, Valášek LS, Hinnebusch AG. Impacts of yeast Tma20/MCTS1, Tma22/DENR and Tma64/eIF2D on translation reinitiation and ribosome recycling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.03.06.583729. [PMID: 38903097 PMCID: PMC11188067 DOI: 10.1101/2024.03.06.583729] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/22/2024]
Abstract
Recycling of 40S ribosomal subunits following translation termination, entailing release of deacylated tRNA and dissociation of the empty 40S subunit from mRNA, involves yeast Tma20/Tma22 heterodimer and Tma64, counterparts of mammalian MCTS1/DENR and eIF2D. MCTS1/DENR enhance reinitiation at short upstream open reading frames (uORFs) harboring penultimate codons that confer dependence on these factors in bulk 40S recycling. Tma factors, by contrast, inhibited reinitiation at particular uORFs in extracts; however, their roles at regulatory uORFs in vivo were unknown. We examined effects of eliminating Tma proteins on reinitiation at regulatory uORFs mediating translational control of GCN4 optimized for either promoting (uORF1) or preventing (uORF4) reinitiation. We found that the Tma proteins generally impede reinitiation at native uORF4 and uORF4 variants equipped with various penultimate codons regardless of their Tma-dependence in bulk recycling. The Tma factors have no effect on reinitiation at native uORF1, and equipping uORF1 with Tma-dependent penultimate codons generally did not confer Tma-dependent reinitiation; nor did converting the uORFs to AUG-stop elements. Thus, effects of the Tma proteins vary depending on the reinitiation potential of the uORF and the penultimate codon, but unlike in mammals, are not principally dictated by the Tma-dependence of the codon in bulk 40S recycling.
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Affiliation(s)
- Kristína Jendruchová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, the Czech Republic
- Faculty of Science, Charles University, Albertov 6, 128 00 Prague, Czech Republic
| | - Swati Gaikwad
- Divsion of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kristýna Poncová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, the Czech Republic
| | - Stanislava Gunišová
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, the Czech Republic
| | - Leoš Shivaya Valášek
- Laboratory of Regulation of Gene Expression, Institute of Microbiology of the Czech Academy of Sciences, Videnska 1083, 142 20, Prague, the Czech Republic
| | - Alan G Hinnebusch
- Divsion of Molecular and Cellular Biology, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD 20892, USA
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49
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Petersen SD, Levassor L, Pedersen CM, Madsen J, Hansen LG, Zhang J, Haidar AK, Frandsen RJN, Keasling JD, Weber T, Sonnenschein N, K. Jensen M. teemi: An open-source literate programming approach for iterative design-build-test-learn cycles in bioengineering. PLoS Comput Biol 2024; 20:e1011929. [PMID: 38457467 PMCID: PMC10954146 DOI: 10.1371/journal.pcbi.1011929] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Revised: 03/20/2024] [Accepted: 02/17/2024] [Indexed: 03/10/2024] Open
Abstract
Synthetic biology dictates the data-driven engineering of biocatalysis, cellular functions, and organism behavior. Integral to synthetic biology is the aspiration to efficiently find, access, interoperate, and reuse high-quality data on genotype-phenotype relationships of native and engineered biosystems under FAIR principles, and from this facilitate forward-engineering strategies. However, biology is complex at the regulatory level, and noisy at the operational level, thus necessitating systematic and diligent data handling at all levels of the design, build, and test phases in order to maximize learning in the iterative design-build-test-learn engineering cycle. To enable user-friendly simulation, organization, and guidance for the engineering of biosystems, we have developed an open-source python-based computer-aided design and analysis platform operating under a literate programming user-interface hosted on Github. The platform is called teemi and is fully compliant with FAIR principles. In this study we apply teemi for i) designing and simulating bioengineering, ii) integrating and analyzing multivariate datasets, and iii) machine-learning for predictive engineering of metabolic pathway designs for production of a key precursor to medicinal alkaloids in yeast. The teemi platform is publicly available at PyPi and GitHub.
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Affiliation(s)
- Søren D. Petersen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Lucas Levassor
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Christine M. Pedersen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jan Madsen
- Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Lea G. Hansen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jie Zhang
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Ahmad K. Haidar
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Rasmus J. N. Frandsen
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Jay D. Keasling
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
- Joint BioEnergy Institute, Emeryville, California, United States of America
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, United States of America
- Department of Chemical and Biomolecular Engineering, Department of Bioengineering, University of California, Berkeley, California, United States of America
- Center for Synthetic Biochemistry, Institute for Synthetic Biology, Shenzhen Institutes of Advanced Technologies, Shenzhen, China
| | - Tilmann Weber
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Nikolaus Sonnenschein
- Department of Biotechnology and Biomedicine, Technical University of Denmark, Kgs. Lyngby, Denmark
| | - Michael K. Jensen
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kgs. Lyngby, Denmark
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50
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Ehrmann AK, Wronska AK, Perli T, de Hulster EAF, Luttik MAH, van den Broek M, Carqueija Cardoso C, Pronk JT, Daran JM. Engineering Saccharomyces cerevisiae for fast vitamin-independent aerobic growth. Metab Eng 2024; 82:201-215. [PMID: 38364997 DOI: 10.1016/j.ymben.2024.01.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2023] [Revised: 01/08/2024] [Accepted: 01/26/2024] [Indexed: 02/18/2024]
Abstract
Chemically defined media for cultivation of Saccharomyces cerevisiae strains are commonly supplemented with a mixture of multiple Class-B vitamins, whose omission leads to strongly reduced growth rates. Fast growth without vitamin supplementation is interesting for industrial applications, as it reduces costs and complexity of medium preparation and may decrease susceptibility to contamination by auxotrophic microbes. In this study, suboptimal growth rates of S. cerevisiae CEN.PK113-7D in the absence of pantothenic acid, para-aminobenzoic acid (pABA), pyridoxine, inositol and/or biotin were corrected by single or combined overexpression of ScFMS1, ScABZ1/ScABZ2, ScSNZ1/ScSNO1, ScINO1 and Cyberlindnera fabianii BIO1, respectively. Several strategies were explored to improve growth of S. cerevisiae CEN.PK113-7D in thiamine-free medium. Overexpression of ScTHI4 and/or ScTHI5 enabled thiamine-independent growth at 83% of the maximum specific growth rate of the reference strain in vitamin-supplemented medium. Combined overexpression of seven native S. cerevisiae genes and CfBIO1 enabled a maximum specific growth rate of 0.33 ± 0.01 h-1 in vitamin-free synthetic medium. This growth rate was only 17 % lower than that of a congenic reference strain in vitamin-supplemented medium. Physiological parameters of the engineered vitamin-independent strain in aerobic glucose-limited chemostat cultures (dilution rate 0.10 h-1) grown on vitamin-free synthetic medium were similar to those of similar cultures of the parental strain grown on vitamin-supplemented medium. Transcriptome analysis revealed only few differences in gene expression between these cultures, which primarily involved genes with roles in Class-B vitamin metabolism. These results pave the way for development of fast-growing vitamin-independent industrial strains of S. cerevisiae.
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Affiliation(s)
- Anja K Ehrmann
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, Building 220, 2800 Kgs, Lyngby, Denmark
| | - Anna K Wronska
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Thomas Perli
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Erik A F de Hulster
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Marijke A H Luttik
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Marcel van den Broek
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Clara Carqueija Cardoso
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Jack T Pronk
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands
| | - Jean-Marc Daran
- Department of Biotechnology, Delft University of Technology, Van der Maasweg 9, 2629 HZ, Delft, the Netherlands.
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