Rational development of bioprocess engineering strategies for recombinant protein production in Pichia pastoris (Komagataella phaffi) using the methanol free GAP promoter. Where do we stand?

The increasing demand for recombinant proteins for a wide range of applications, from biopharmaceutical protein complexes to industrial enzymes, is leading to important growth in this market. Among the different efficient host organism alternatives commonly used for protein production, the yeast Pichia pastoris (Komagataella phaffi) is currently considered to be one of the most effective and versatile expression platforms. The promising features of this cell factory are giving rise to interesting studies covering the different aspects that contribute to improving the bioprocess efficiency, from strain engineering to bioprocess engineering. The numerous drawbacks of using methanol in industrial processes are driving interest towards methanol-free alternatives, among which the GAP promoter-based systems stand out. The aim of this work is to present the most promising innovative developments in operational strategies based on rational approaches through bioprocess engineering tools. This rational design should be based on physiological characterization of the producing strains under bioprocess conditions and its interrelation with specific rates. This review focuses on understanding the key factors that can enhance recombinant protein production in Pichia pastoris; they are the basis for a further discussion on future industrial applications with the aim of developing scalable alternative strategies that maximize yields and productivity.

[1]  F. Delvigne,et al.  Integrating metabolic modeling and population heterogeneity analysis into optimizing recombinant protein production by Komagataella (Pichia) pastoris , 2017, Applied Microbiology and Biotechnology.

[2]  Krist V Gernaey,et al.  Challenges in industrial fermentation technology research. , 2014, Biotechnology journal.

[3]  J. Cregg,et al.  Pichia pastoris as a host system for transformations , 1985, Molecular and cellular biology.

[4]  K. Gernaey,et al.  Good modeling practice for PAT applications: Propagation of input uncertainty and sensitivity analysis , 2009, Biotechnology progress.

[5]  Johannes Stadlmann,et al.  A multi-level study of recombinant Pichia pastoris in different oxygen conditions , 2010, BMC Systems Biology.

[6]  Diethard Mattanovich,et al.  Hypoxic fed-batch cultivation of Pichia pastoris increases specific and volumetric productivity of recombinant proteins. , 2008, Biotechnology and bioengineering.

[7]  Y. P. Khasa,et al.  Kinetic studies of constitutive human granulocyte-macrophage colony stimulating factor (hGM-CSF) expression in continuous culture of Pichia pastoris , 2007, Biotechnology Letters.

[8]  P. Zhu,et al.  Scaling-up Fermentation of Pichia pastoris to demonstration-scale using new methanol-feeding strategy and increased air pressure instead of pure oxygen supplement , 2016, Scientific Reports.

[9]  B. Schilling,et al.  Scale‐Up of a High Cell Density Continuous Culture with Pichiapastoris X‐33 for the Constitutive Expression of rh‐Chitinase , 2001, Biotechnology progress (Print).

[10]  Michael Sauer,et al.  Genome, secretome and glucose transport highlight unique features of the protein production host Pichia pastoris , 2009, Microbial cell factories.

[11]  N. Wan,et al.  High-level expression and stabilization of recombinant human chitinase produced in a continuous constitutive Pichia pastoris expression system. , 2001, Biotechnology and bioengineering.

[12]  S. Roth,et al.  Parallel use of shake flask and microtiter plate online measuring devices (RAMOS and BioLector) reduces the number of experiments in laboratory-scale stirred tank bioreactors , 2015, Journal of biological engineering.

[13]  Gabriel Potvin,et al.  Bioprocess engineering aspects of heterologous protein production in Pichia pastoris: A review , 2012 .

[14]  A C A Veloso,et al.  Monitoring of fed-batch E. coli fermentations with software sensors , 2009, Bioprocess and biosystems engineering.

[15]  J. Nielsen,et al.  Biopharmaceutical protein production by Saccharomyces cerevisiae: current state and future prospects , 2014 .

[16]  H. Kang,et al.  Optimization of glutathione production in batch and fed-batch cultures by the wild-type and recombinant strains of the methylotrophic yeast Hansenula polymorpha DL-1 , 2011, BMC biotechnology.

[17]  Paula Jouhten,et al.  Metabolic flux profiling of recombinant protein secreting Pichia pastoris growing on glucose:methanol mixtures , 2012, Microbial Cell Factories.

[18]  O. Spadiut,et al.  Dynamics in bioprocess development for Pichia pastoris , 2014, Bioengineered.

[19]  J. Heijnen,et al.  Quantitative metabolomics analysis of amino acid metabolism in recombinant Pichia pastoris under different oxygen availability conditions , 2012, Microbial Cell Factories.

[20]  Brigitte Gasser,et al.  Engineering of Pichia pastoris for improved production of antibody fragments , 2006, Biotechnology and bioengineering.

[21]  J. Gancedo Yeast Carbon Catabolite Repression , 1998, Microbiology and Molecular Biology Reviews.

[22]  Christoph Herwig,et al.  Advanced Development Strategies for Biopharmaceutical Cell Culture Processes. , 2015, Current pharmaceutical biotechnology.

[23]  Lidia Westers,et al.  Bacillus subtilis as cell factory for pharmaceutical proteins: a biotechnological approach to optimize the host organism. , 2004, Biochimica et biophysica acta.

[24]  Francisco Valero,et al.  Operational strategies, monitoring and control of heterologous protein production in the methylotrophic yeast Pichia pastoris under different promoters: A review , 2006, Microbial cell factories.

[25]  K. Friehs,et al.  GAP promoter‐based fed‐batch production of highly bioactive core streptavidin by Pichia pastoris , 2016, Biotechnology progress.

[26]  R. Bill Playing catch-up with Escherichia coli: using yeast to increase success rates in recombinant protein production experiments , 2014, Front. Microbiol..

[27]  Diethard Mattanovich,et al.  Pichia pastoris Exhibits High Viability and a Low Maintenance Energy Requirement at Near-Zero Specific Growth Rates , 2016, Applied and Environmental Microbiology.

[28]  Y. Tan,et al.  Recent advances on the GAP promoter derived expression system of Pichia pastoris , 2009, Molecular Biology Reports.

[29]  A. Demain,et al.  Production of recombinant proteins by microbes and higher organisms. , 2009, Biotechnology advances.

[30]  K. Hellingwerf,et al.  Quantitative Assessment of Oxygen Availability: Perceived Aerobiosis and Its Effect on Flux Distribution in the Respiratory Chain of Escherichia coli , 2002, Journal of bacteriology.

[31]  Tim W. Overton,et al.  Recombinant protein production in bacterial hosts. , 2014, Drug discovery today.

[32]  M. Stosch,et al.  Application of adaptive DO-stat feeding control to Pichia pastoris X33 cultures expressing a single chain antibody fragment (scFv) , 2012, Bioprocess and Biosystems Engineering.

[33]  Brigitte Gasser,et al.  Induction without methanol: novel regulated promoters enable high-level expression in Pichia pastoris , 2013, Microbial Cell Factories.

[34]  Steven C Almo,et al.  Recent advances in mammalian protein production , 2014, FEBS letters.

[35]  Christoph Wittmann,et al.  Industrial Biotechnology: Products and Processes , 2017 .

[36]  Y. Zhuang,et al.  Incomplete protein disulphide bond conformation and decreased protein expression result from high cell growth during heterologous protein expression in Pichia pastoris. , 2012, Journal of biotechnology.

[37]  A. Sachs,et al.  Glucose depletion rapidly inhibits translation initiation in yeast. , 2000, Molecular biology of the cell.

[38]  Krist V. Gernaey,et al.  Introducing mechanistic models in Process Analytical Technology education. , 2009, Biotechnology journal.

[39]  W. V. van Zyl,et al.  Role of cultivation media in the development of yeast strains for large scale industrial use , 2005, Microbial cell factories.

[40]  D. Mattanovich,et al.  Protein trafficking, ergosterol biosynthesis and membrane physics impact recombinant protein secretion in Pichia pastoris , 2011, Microbial cell factories.

[41]  J. Doudna,et al.  Reconsidering movement of eukaryotic mRNAs between polysomes and P bodies. , 2011, Molecular cell.

[42]  Francisco Valero,et al.  Fed-batch operational strategies for recombinant Fab production with Pichia pastoris using the constitutive GAP promoter , 2013 .

[43]  Leonard A. Smith,et al.  Maximization of Production of Secreted Recombinant Proteins in Pichia pastoris Fed‐Batch Fermentation , 2008, Biotechnology progress.

[44]  Mariana Henriques,et al.  Glycosylation: impact, control and improvement during therapeutic protein production , 2014, Critical reviews in biotechnology.

[45]  F. Delvigne,et al.  Influence of methanol/sorbitol co-feeding rate on pAOX1 induction in a Pichia pastoris Mut+ strain in bioreactor with limited oxygen transfer rate , 2016, Journal of Industrial Microbiology & Biotechnology.

[46]  A. Demain,et al.  Recombinant organisms for production of industrial products , 2010, Bioengineered bugs.

[47]  Andreas Schmid,et al.  Quantitative physiology of Pichia pastoris during glucose‐limited high‐cell density fed‐batch cultivation for recombinant protein production , 2010, Biotechnology and bioengineering.

[48]  Michael Sauer,et al.  Pichia pastoris: protein production host and model organism for biomedical research. , 2013, Future microbiology.

[49]  P. Çalık,et al.  Production of recombinant proteins by yeast cells. , 2012, Biotechnology advances.

[50]  Xiaolong Wang,et al.  A novel methanol-free Pichia pastoris system for recombinant protein expression , 2016, Microbial Cell Factories.

[51]  Jian Jin,et al.  Efficient expression of glucagon-like peptide-1 analogue with human serum albumin fusion protein in Pichia pastoris using the glyceraldehyde-3-phosphate dehydrogenase promoter , 2015, Biotechnology and Bioprocess Engineering.

[52]  Brigitte Gasser,et al.  Increased dosage of AOX1 promoter-regulated expression cassettes leads to transcription attenuation of the methanol metabolism in Pichia pastoris , 2017, Scientific Reports.

[53]  Daniel G Bracewell,et al.  Advances in product release strategies and impact on bioprocess design. , 2009, Trends in biotechnology.

[54]  A. Glieder,et al.  Pichia pastoris "just in time" alternative respiration. , 2007, Microbiology.

[55]  Brian Glennon,et al.  Glucose concentration control of a fed-batch mammalian cell bioprocess using a nonlinear model predictive controller , 2014 .

[56]  J. Kalinowski,et al.  Towards systems metabolic engineering in Pichia pastoris. , 2017, Biotechnology advances.

[57]  F. Valero,et al.  Searching the best operational strategies for Rhizopus oryzae lipase production in Pichia pastoris Mut+ phenotype: Methanol limited or methanol non-limited fed-batch cultures? , 2013 .

[58]  F. García-Ochoa,et al.  Bioreactor scale-up and oxygen transfer rate in microbial processes: an overview. , 2009, Biotechnology advances.

[59]  K. Kobayashi,et al.  High level secretion of recombinant human serum albumin by fed-batch fermentation of the methylotrophic yeast, Pichia pastoris, based on optimal methanol feeding strategy. , 2000, Journal of bioscience and bioengineering.

[60]  Oliver Spadiut,et al.  Dynamic process conditions in bioprocess development , 2013 .

[61]  O. Spadiut,et al.  A novel bi-directional promoter system allows tunable recombinant protein production in Pichia pastoris , 2017, Microbial Cell Factories.

[62]  Urs von Stockar,et al.  Mixed feeds of glycerol and methanol can improve the performance of Pichia pastoris cultures: A quantitative study based on concentration gradients in transient continuous cultures. , 2007, Journal of biotechnology.

[63]  Francisco Valero,et al.  Comprehensive clone screening and evaluation of fed-batch strategies in a microbioreactor and lab scale stirred tank bioreactor system: application on Pichia pastoris producing Rhizopus oryzae lipase , 2014, Microbial Cell Factories.

[64]  Yu Shen,et al.  Engineering protein folding and translocation improves heterologous protein secretion in Saccharomyces cerevisiae , 2015, Biotechnology and bioengineering.

[65]  Li Xu,et al.  Constitutive Expression of Yarrowia lipolytica Lipase LIP2 in Pichia pastoris Using GAP as Promoter , 2012, Applied Biochemistry and Biotechnology.

[66]  José Luis Montesinos-Seguí,et al.  Towards optimal substrate feeding for heterologous protein production in Pichia pastoris (Komagataella spp) fed-batch processes under P AOX1 control: a modeling aided approach , 2018, Journal of Chemical Technology & Biotechnology.

[67]  James R Broach,et al.  How Saccharomyces responds to nutrients. , 2008, Annual review of genetics.

[68]  D. Fotiadis,et al.  Cultivation strategies to enhance productivity of Pichia pastoris: A review. , 2015, Biotechnology advances.

[69]  Michael Sauer,et al.  Recombinant protein production in yeasts , 2005, Molecular biotechnology.

[70]  P. Ferrer,et al.  Droplet digital PCR‐aided screening and characterization of Pichia pastoris multiple gene copy strains , 2016, Biotechnology and bioengineering.

[71]  J. Büchs,et al.  Fed-batch operation in special microtiter plates: a new method for screening under production conditions , 2014, Journal of Industrial Microbiology & Biotechnology.

[72]  C. Canales,et al.  Effect of dilution rate and methanol‐glycerol mixed feeding on heterologous Rhizopus oryzae lipase production with Pichia pastoris Mut+ phenotype in continuous culture , 2015, Biotechnology progress.

[73]  J. Pronk,et al.  Physiological and technological aspects of large-scale heterologous-protein production with yeasts , 2004, Antonie van Leeuwenhoek.

[74]  S. Peng,et al.  Constitutive expression of human angiostatin in Pichia pastoris by high-density cell culture , 2007, Journal of Industrial Microbiology & Biotechnology.

[75]  Jochen Büchs,et al.  Microscale and miniscale fermentation and screening. , 2015, Current opinion in biotechnology.

[76]  T. Ohya,et al.  Optimization of human serum albumin production in methylotrophic yeast Pichia pastoris by repeated fed-batch fermentation. , 2005, Biotechnology and bioengineering.

[77]  Timothy K Lu,et al.  Synthetic biology and microbioreactor platforms for programmable production of biologics at the point-of-care , 2016, Nature Communications.

[78]  K. Hecht,et al.  Effects of glycerol supply and specific growth rate on methanol-free production of CALB by P. pastoris: functional characterisation of a novel promoter , 2017, Applied Microbiology and Biotechnology.

[79]  Catherine B Matthews,et al.  Reexamining opportunities for therapeutic protein production in eukaryotic microorganisms , 2017, Biotechnology and bioengineering.

[80]  Xiaofeng Zhang,et al.  N-Glycosylation Engineering to Improve the Constitutive Expression of Rhizopus oryzae Lipase in Komagataella phaffii. , 2017, Journal of agricultural and food chemistry.

[81]  José Luis Montesinos-Seguí,et al.  Physiological state as transferable operating criterion to improve recombinant protein production in Pichia pastoris through oxygen limitation , 2017 .

[82]  Oliver Spadiut,et al.  Microbials for the production of monoclonal antibodies and antibody fragments , 2014, Trends in biotechnology.

[83]  Antonio Villaverde,et al.  Unconventional microbial systems for the cost-efficient production of high-quality protein therapeutics. , 2013, Biotechnology advances.

[84]  F. Valero,et al.  A macrokinetic model‐based comparative meta‐analysis of recombinant protein production by Pichia pastoris under AOX1 promoter , 2015, Biotechnology and bioengineering.

[85]  I. Marison,et al.  Optimisation of culture conditions with respect to biotin requirement for the production of recombinant avidin in Pichia pastoris. , 2007, Journal of biotechnology.

[86]  J. A. de Hollander,et al.  Kinetics of microbial product formation and its consequences for the optimization of fermentation processes , 2004, Antonie van Leeuwenhoek.

[87]  Germán L. Rosano,et al.  Recombinant protein expression in Escherichia coli: advances and challenges , 2014, Front. Microbiol..

[88]  Yin Li,et al.  Constitutive expression of alkaline β-mannanase in recombinant Pichia pastoris , 2014 .

[89]  J. Berrios,et al.  A comparative study of glycerol and sorbitol as co-substrates in methanol-induced cultures of Pichia pastoris: temperature effect and scale-up simulation , 2017, Journal of Industrial Microbiology & Biotechnology.

[90]  Wei Zhao,et al.  Scale-up fermentation of recombinant Candida rugosa lipase expressed in Pichia pastoris using the GAP promoter , 2007, Journal of Industrial Microbiology & Biotechnology.

[91]  C. Wandrey,et al.  Recombinant Protein Production with Pichia pastoris in Continuous Fermentation – Kinetic Analysis of Growth and Product Formation , 2001 .

[92]  Gary Walsh,et al.  Biopharmaceutical benchmarks 2010 , 2010, Nature Biotechnology.

[93]  A. Demain,et al.  Microbial Enzymes: Tools for Biotechnological Processes , 2014, Biomolecules.

[94]  P. Çalık,et al.  Oxygen transfer as a tool for fine-tuning recombinant protein production by Pichia pastoris under glyceraldehyde-3-phosphate dehydrogenase promoter , 2016, Bioprocess and Biosystems Engineering.

[95]  G. Thallinger,et al.  Methanol independent induction in Pichia pastoris by simple derepressed overexpression of single transcription factors , 2018, Biotechnology and bioengineering.

[96]  David P. Kreil,et al.  The response to unfolded protein is involved in osmotolerance of Pichia pastoris , 2010, BMC Genomics.

[97]  Andreas Lübbert,et al.  Model predictive control made accessible to professional automation systems in fermentation technology , 2013 .

[98]  Xiaolong Wang,et al.  Methanol-Independent Protein Expression by AOX1 Promoter with trans-Acting Elements Engineering and Glucose-Glycerol-Shift Induction in Pichia pastoris , 2017, Scientific Reports.

[99]  Michal Dabros,et al.  Simple control of specific growth rate in biotechnological fed-batch processes based on enhanced online measurements of biomass , 2010, Bioprocess and biosystems engineering.

[100]  Gary Walsh,et al.  Biopharmaceutical benchmarks 2014 , 2014, Nature Biotechnology.

[101]  Jason Walther,et al.  The business impact of an integrated continuous biomanufacturing platform for recombinant protein production. , 2015, Journal of biotechnology.

[102]  Krist V Gernaey,et al.  Development of continuous pharmaceutical production processes supported by process systems engineering methods and tools. , 2012, Future medicinal chemistry.

[103]  M. Jazini,et al.  Quantifying the Effects of Frequency and Amplitude of Periodic Oxygen-Related Stress on Recombinant Protein Production in Pichia pastoris , 2013 .

[104]  M. Sauer,et al.  Identification and characterisation of novel Pichia pastoris promoters for heterologous protein production. , 2010, Journal of biotechnology.

[105]  R Takors,et al.  Scale-up of microbial processes: impacts, tools and open questions. , 2012, Journal of biotechnology.

[106]  H. Waterham,et al.  Isolation of the Pichia pastoris glyceraldehyde-3-phosphate dehydrogenase gene and regulation and use of its promoter. , 1997, Gene.

[107]  Brigitte Gasser,et al.  Versatile modeling and optimization of fed batch processes for the production of secreted heterologous proteins with Pichia pastoris , 2006, Microbial cell factories.

[108]  Michael Sauer,et al.  The effect of temperature on the proteome of recombinant Pichia pastoris. , 2009, Journal of proteome research.

[109]  Christoph Herwig,et al.  Model‐based analysis on the relationship of signal quality to real‐time extraction of information in bioprocesses , 2012, Biotechnology progress.

[110]  J. Pronk,et al.  Long‐term adaptation of Saccharomyces cerevisiae to the burden of recombinant insulin production , 2013, Biotechnology and bioengineering.

[111]  M. Inan,et al.  Rational design and optimization of fed-batch and continuous fermentations. , 2007, Methods in molecular biology.

[112]  H. P. Sørensen Towards universal systems for recombinant gene expression , 2010, Microbial cell factories.

[113]  Mudassar Ahmad,et al.  Protein expression in Pichia pastoris: recent achievements and perspectives for heterologous protein production , 2014, Applied Microbiology and Biotechnology.

[114]  Bernhardt L Trout,et al.  Regulatory Perspectives on Continuous Pharmaceutical Manufacturing: Moving From Theory to Practice: September 26-27, 2016, International Symposium on the Continuous Manufacturing of Pharmaceuticals. , 2017, Journal of pharmaceutical sciences.

[115]  G. Mathiesen,et al.  Expression of endoglucanases in Pichia pastoris under control of the GAP promoter , 2014, Microbial Cell Factories.

[116]  Zisheng Zhang,et al.  Engineering strategies for enhanced production of protein and bio-products in Pichia pastoris: A review. , 2017, Biotechnology advances.

[117]  D. Petranovic,et al.  Improving heterologous protein secretion at aerobic conditions by activating hypoxia-induced genes in Saccharomyces cerevisiae. , 2015, FEMS yeast research.

[118]  Zisheng Zhang,et al.  Modeling of Phytase Production by Cultivation of Pichia pastoris Under the Control of the GAP Promoter , 2010 .

[119]  José Luis Montesinos-Seguí,et al.  Bioprocess efficiency in Rhizopus oryzae lipase production by Pichia pastoris under the control of PAOX1 is oxygen tension dependent , 2016 .

[120]  P. Çalık,et al.  Recombinant protein production in Pichia pastoris under glyceraldehyde-3-phosphate dehydrogenase promoter: From carbon source metabolism to bioreactor operation parameters , 2015 .

[121]  K. Sreekrishna Pichia, Optimization of Protein Expression , 2002 .

[122]  Konstantin B Konstantinov,et al.  The future of industrial bioprocessing: batch or continuous? , 2015, Biotechnology and bioengineering.

[123]  Brigitte Gasser,et al.  Systems biotechnology for protein production in Pichia pastoris , 2017, FEMS yeast research.

[124]  Matthias G Steiger,et al.  In Pichia pastoris, growth rate regulates protein synthesis and secretion, mating and stress response , 2013, Biotechnology journal.

[125]  Krist V. Gernaey,et al.  A review of control strategies for manipulating the feed rate in fed-batch fermentation processes. , 2017, Journal of biotechnology.

[126]  Veeresh Juturu,et al.  Heterologous Protein Expression in Pichia pastoris: Latest Research Progress and Applications , 2018, Chembiochem : a European journal of chemical biology.

[127]  Jianwei Zhu,et al.  Mammalian cell protein expression for biopharmaceutical production. , 2012, Biotechnology advances.

[128]  Sang Yup Lee,et al.  Model based engineering of Pichia pastoris central metabolism enhances recombinant protein production , 2014, Metabolic engineering.

[129]  Anton Glieder,et al.  Regulation of methanol utilisation pathway genes in yeasts , 2006 .

[130]  Gustav Ammerer,et al.  Expression of a human gene for interferon in yeast , 1981, Nature.

[131]  K. Mukherjee,et al.  Process optimization of constitutive human granulocyte–macrophage colony-stimulating factor (hGM-CSF) expression in Pichia pastoris fed-batch culture , 2006, Applied Microbiology and Biotechnology.

[132]  Muralidhar R. Mallem,et al.  Improved production of monoclonal antibodies through oxygen-limited cultivation of glycoengineered yeast. , 2011, Journal of biotechnology.

[133]  Gerhard G Thallinger,et al.  A Toolbox of Diverse Promoters Related to Methanol Utilization: Functionally Verified Parts for Heterologous Pathway Expression in Pichia pastoris. , 2016, ACS synthetic biology.

[134]  Z. Soons,et al.  Constant specific growth rate in fed-batch cultivation of Bordetella pertussis using adaptive control. , 2006, Journal of biotechnology.

[135]  Kerry Routenberg Love,et al.  Enabling global access to high-quality biopharmaceuticals , 2013 .

[136]  A. Veide,et al.  Process Technology for Production and Recovery of Heterologous Proteins with Pichia pastoris , 2006, Biotechnology progress.

[137]  Neil C. Dalvie,et al.  The yeast stands alone: the future of protein biologic production. , 2018, Current opinion in biotechnology.

[138]  Alex Eon-Duval,et al.  Quality attributes of recombinant therapeutic proteins: An assessment of impact on safety and efficacy as part of a quality by design development approach , 2012, Biotechnology progress.

[139]  M. Nadeem,et al.  Single-cell protein production through microbial conversion of lignocellulosic residue (wheat bran) for animal feed , 2015 .

[140]  S. Rhee,et al.  Feeding strategies for the enhanced production of recombinant human serum albumin in the fed-batch cultivation of Hansenula polymorpha , 2008 .

[141]  P. Ferrer,et al.  A step forward to improve recombinant protein production in Pichia pastoris : from specific growth rate effect on protein secretion to carbon-starving conditions as advanced strategy. , 2016 .

[142]  Michael Sauer,et al.  Recombinant protein production in yeasts. , 2012, Methods in molecular biology.

[143]  G. Dugo,et al.  Production of single cell protein (SCP) from food and agricultural waste by using Saccharomyces cerevisiae , 2018, Natural product research.

[144]  Diethard Mattanovich,et al.  Macromolecular and elemental composition analysis and extracellular metabolite balances of Pichia pastoris growing at different oxygen levels , 2009, Microbial cell factories.

[145]  Matthias G. Steiger,et al.  A single Gal4-like transcription factor activates the Crabtree effect in Komagataella phaffii , 2018, Nature Communications.