RNA polymerase II-driven CRISPR-Cas9 system for efficient non-growth-biased metabolic engineering of Kluyveromyces marxianus

Autophagy signaling mediated by non-coding RNAs: Impact on breast cancer progression and treatment

Autophagy, a conserved cellular mechanism which detoxifies and degrades intracellular structures or biomolecules, has been identified as an important factor in the progression of human breast cancer and the development of treatment resistance. Non-coding RNAs (ncRNAs), a broad family of RNA, have the ability to influence various processes, including autophagy, due to their diverse downstream targets. ncRNAs play an important role in suppressing or activating autophagy by targeting autophagy-triggering components such as the ULK1 complex, Beclin1, and ATGs. Recent research has uncovered the intricate regulatory networks that govern autophagy dynamics, with ncRNAs emerging as key participants in this network. miRNAs, lncRNAs, and circRNAs are the three subfamilies of ncRNAs that have the most well-known interactions with autophagy, particularly macroautophagy. The high prevalence of breast cancer necessitates research into finding new biological processes that can help in early detection as well as enhance the effectiveness of treatment. The positive/negative link between autophagy and ncRNAs can be exploited as a supplementary therapy to improve sensitivity to treatment in breast cancer. This review investigates the regulatory roles of ncRNAs, particularly microRNAs (miRNAs), in modifying autophagy pathways in human breast cancer progression and treatment. However, future studies and clinical practice are needed to determine the most relevant microRNAs as biomarkers and also to better understand their role in breast cancer progression or treatment through modifying autophagy.

Application of CRISPR-Cas9 in microbial cell factories

Metabolically engineered bacterial strains are rapidly emerging as a pivotal focus in the biosynthesis of an array of bio-based ingredients. Presently, CRISPR (clustered regularly interspaced short palindromic repeats) and its associated RNA-guided endonuclease (Cas9) are regarded as the most promising tool, having ushered in a transformative advancement in genome editing. Because of CRISPR-Cas9's accuracy and adaptability, metabolic engineers are now able to create novel regulatory systems, optimize pathways more effectively, and make extensive genome-scale alterations. Nevertheless, there are still obstacles to overcome in the application of CRISPR-Cas9 in novel microorganisms, particularly those industrial microorganism hosts that are resistant to traditional genetic manipulation techniques. How to further extend CRISPR-Cas9 to these microorganisms is an urgent problem to be solved. This article first introduces the mechanism and application of CRISPR-Cas9, and then discusses how to optimize CRISPR-Cas9 as a genome editing tool, including how to reduce off-target effects and how to improve targeting efficiency by optimizing design. Through offering a comprehensive perspective on the revolutionary effects of CRISPR-Cas9 in microbial cell factories, we hope to stimulate additional research and development in this exciting area.

Engineering peroxisomal surface display for enhanced biosynthesis in the emerging yeast Kluyveromyces marxianus

The non-conventional yeast Kluyveromyces marxianus is a promising microbial host for industrial biomanufacturing. With the recent development of Cas9-based genome editing systems and other novel synthetic biology tools for K. marxianus, engineering of this yeast has become far more accessible. Enzyme colocalization is a proven approach to increase pathway flux and the synthesis of non-native products. Here, we engineer K. marxianus to enable peroxisomal surface display, an enzyme colocalization technique for displaying enzymes on the peroxisome membrane via an anchoring motif from the peroxin Pex15. The native KmPex15 anchoring motif was identified and fused to GFP, resulting in successful localization to the surface of the peroxisomes. To demonstrate the advantages for pathway localization, the Pseudomonas savastanoi IaaM and IaaH enzymes were co-displayed on the peroxisome surface; this increased production of indole-3-acetic acid 7.9-fold via substrate channeling effects. We then redirected pathway flux by displaying the violacein pathway enzymes VioE and VioD from Chromobacterium violaceum, increasing selectivity of proviolacein to prodeoxyviolacein by 2.5-fold. Finally, we improved direct access to peroxisomal acetyl-CoA and increased titers of the polyketide triacetic acid lactone (TAL) by 2-fold through concurrent display of the proteins Cat2, Acc1, and the type III PKS 2-pyrone synthase from Gerbera hybrida relative to the same three enzymes diffusing in the cytosol. We further improved TAL production by up to 2.1-fold through engineering peroxisome morphology and lifespan. Our findings demonstrate that peroxisomal surface display is an efficient enzyme colocalization strategy in K. marxianus and applicable for improving production of a wide range of non-native products.

CRISPR-Cas9 mediated genome editing of Kluyveromyces marxianus for iterative, multiplexed gene disruption and pathway integration

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.

Engineering a carbon source-responsive promoter for improved biosynthesis in the non-conventional yeast Kluyveromyces marxianus

Many desired biobased chemicals exhibit a range of toxicity to microbial cell factories, making industry-level biomanufacturing more challenging. Separating microbial growth and production phases is known to be beneficial for improving production of toxic products. Here, we developed a novel synthetic carbon-responsive promoter for use in the rapidly growing, stress-tolerant yeast Kluyveromyces marxianus, by fusing carbon-source responsive elements of the native ICL1 promoter to the strong S. cerevisiae TDH3 or native NC1 promoter cores. Two hybrids, P IT350 and P IN450 , were validated via EGFP fluorescence and demonstrated exceptional strength, partial repression during growth, and late phase activation in glucose- and lactose-based medium, respectively. Expressing the Gerbera hybrida 2-pyrone synthase (2-PS) for synthesis of the polyketide triacetic acid lactone (TAL) under the control of P IN450 increased TAL more than 50% relative to the native NC1 promoter, and additional promoter engineering further increased TAL titer to 1.39 g/L in tube culture. Expression of the Penicillium griseofulvum 6-methylsalicylic acid synthase (6-MSAS) under the control of P IN450 resulted in a 6.6-fold increase in 6-MSA titer to 1.09 g/L and a simultaneous 1.5-fold increase in cell growth. Finally, we used P IN450 to express the Pseudomonas savastanoi IaaM and IaaH proteins and the Salvia pomifera sabinene synthase protein to improve production of the auxin hormone indole-3-acetic acid and the monoterpene sabinene, respectively, both extremely toxic to yeast. The development of carbon-responsive promoters adds to the synthetic biology toolbox and available metabolic engineering strategies for K. marxianus, allowing greater control over heterologous protein expression and improved production of toxic metabolites.

Development of CRISPR/Cas9-Based Genome Editing Tools for Polyploid Yeast Cyberlindnera jadinii and Its Application in Engineering Heterologous Steroid-Producing Strains

In this study, a suite of efficient CRISPR/Cas9 tools was developed to overcome the genetic manipulation challenges posed by the polyploid genome of industrial yeast Cyberlindnera jadinii. The developed CRISPR/Cas9 system can achieve a 100% single-gene knockdown efficiency in strain NBRC0988. Moreover, the integration of a single exogenous gene into the target locus using a 50 bp homology arm achieved near-100% efficiency. The efficiency of simultaneous integration of three genes into the chromosome is strongly influenced by the length of the homology arm, with the highest integration efficiency of 62.5% obtained when selecting a homology arm of about 500 bp. By utilizing the CRISPR/Cas system, this study demonstrated the potential of C. jadinii in producing heterologous sterols. Through shake-flask fermentation, the engineered strains produced 92.1 and 81.8 mg/L of campesterol and cholesterol, respectively. Furthermore, the production levels of these two sterols were further enhanced through high-cell-density fed-batch fermentation in a 5 L bioreactor. The highest titer of campesterol reached 807 mg/L [biomass OD600 = 294, productivity of 6.73 mg/(L·h)]. The titer of cholesterol reached 1.52 g/L [biomass OD600 = 380, productivity of 9.06 mg/(L·h)], marking the first gram-scale production of steroidal compounds in C. jadinii.

Assembly of Metabolons in Yeast Using Cas6-Mediated RNA Scaffolding

Cells often localize pathway enzymes in close proximity to reduce substrate loss via diffusion and to ensure that carbon flux is directed toward the desired product. To emulate this strategy for the biosynthesis of heterologous products in yeast, we have taken advantage of the highly specific Cas6-RNA interaction and the predictability of RNA hybridizations to demonstrate Cas6-mediated RNA-guided protein assembly within the yeast cytosol. The feasibility of this synthetic scaffolding technique for protein localization was first demonstrated using a split luciferase reporter system with each part fused to a different Cas6 protein. In Saccharomyces cerevisiae, the luminescence signal increased 3.6- to 20-fold when the functional RNA scaffold was also expressed. Expression of a trigger RNA, designed to prevent the formation of a functional scaffold by strand displacement, decreased the luminescence signal by nearly 2.3-fold. Temporal control was also possible, with induction of scaffold expression resulting in an up to 11.6-fold increase in luminescence after 23 h. Cas6-mediated assembly was applied to create a two-enzyme metabolon to redirect a branch of the violacein biosynthesis pathway. Localizing VioC and VioE together increased the amount of deoxyviolacein (desired) relative to prodeoxyviolacein (undesired) by 2-fold. To assess the generality of this colocalization method in other yeast systems, the split luciferase reporter system was evaluated in Kluyveromyces marxianus; RNA scaffold expression resulted in an increase in the luminescence signal of up to 1.9-fold. The simplicity and flexibility of the design suggest that this strategy can be used to create metabolons in a wide range of recombinant hosts of interest.