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1.
ACS Synth Biol ; 9(9): 2515-2524, 2020 09 18.
Article in English | MEDLINE | ID: mdl-32786350

ABSTRACT

Constructing efficient cellular factories often requires integration of heterologous pathways for synthesis of novel compounds and improved cellular productivity. Few genomic sites are routinely used, however, for efficient integration and expression of heterologous genes, especially in nonmodel hosts. Here, a data-guided framework for informing suitable integration sites for heterologous genes based on ATAC-seq was developed in the nonmodel yeast Komagataella phaffii. Single-copy GFP constructs were integrated using CRISPR/Cas9 into 38 intergenic regions (IGRs) to evaluate the effects of IGR size, intensity of ATAC-seq peaks, and orientation and expression of adjacent genes. Only the intensity of accessibility peaks was observed to have a significant effect, with higher expression observed from IGRs with low- to moderate-intensity peaks than from high-intensity peaks. This effect diminished for tandem, multicopy integrations, suggesting that the additional copies of exogenous sequence buffered the transcriptional unit of the transgene against effects from endogenous sequence context. The approach developed from these results should provide a basis for nominating suitable IGRs in other eukaryotic hosts from an annotated genome and ATAC-seq data.


Subject(s)
Chromatin Immunoprecipitation Sequencing/methods , DNA, Intergenic/genetics , CRISPR-Cas Systems/genetics , Gene Editing , Granulocyte Colony-Stimulating Factor/genetics , Granulocyte Colony-Stimulating Factor/metabolism , Human Growth Hormone/genetics , Human Growth Hormone/metabolism , Saccharomycetales/genetics , Saccharomycetales/metabolism
2.
Biotechnol Bioeng ; 117(2): 543-555, 2020 02.
Article in English | MEDLINE | ID: mdl-31654411

ABSTRACT

Komagataella phaffii, also known as Pichia pastoris, is a common host for the production of biologics and enzymes, due to fast growth, high productivity, and advancements in host engineering. Several K. phaffii variants are commonly used as interchangeable base strains, which confounds efforts to improve this host. In this study, genomic and transcriptomic analyses of Y-11430 (CBS7435), GS115, X-33, and eight other variants enabled a comparative assessment of the relative fitness of these hosts for recombinant protein expression. Cell wall integrity explained the majority of the variation among strains, impacting transformation efficiency, growth, methanol metabolism, and secretion of heterologous proteins. Y-11430 exhibited the highest activity of genes involved in methanol utilization, up to two-fold higher transcription of heterologous genes, and robust growth. With a more permeable cell wall, X-33 displayed a six-fold higher transformation efficiency and up to 1.2-fold higher titers than Y-11430. X-33 also shared nearly all mutations, and a defective variant of HIS4, with GS115, precluding robust growth. Transferring two beneficial mutations identified in X-33 into Y-11430 resulted in an optimized base strain that provided up to four-fold higher transformation efficiency and three-fold higher protein titers, while retaining robust growth. The approach employed here to assess unique banked variants in a species and then transfer key beneficial variants into a base strain should also facilitate rational assessment of a broad set of other recombinant hosts.


Subject(s)
Fungal Proteins/genetics , Genome, Fungal/genetics , Pichia/genetics , Recombinant Proteins/genetics , Transcriptome/genetics , Fungal Proteins/metabolism , Gene Expression Profiling , Genomics , Pichia/metabolism , RNA, Fungal/analysis , RNA, Fungal/genetics , Recombinant Proteins/metabolism , Saccharomycetales/genetics , Saccharomycetales/metabolism , Sequence Analysis, RNA
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