Metabolic pathway assembly using docking domains from type I cis-AT polyketide synthases

Engineered interaction elements enable enhanced multi-enzyme assembly and cascade biocatalysis for indigo synthesis

Efficient interacting peptides or protein scaffolds can be used to achieve multi-enzymatic cascade reactions to trigger substrate channeling effect, prevent intermediate diffusion, and control the flux of metabolites. However, the limited availability of existing interactive elements hinders the broad application of the multi-enzyme assembly strategy. Here, a peptide-peptide pair (PB1C/PB2N) and a protein-peptide pair (importin/PB2C) were fused to the target protein to induce protein assembly for the first time. The newly developed interactive elements, when combined with the existing RIDD/RIAD pair, can more efficiently achieve multi-enzymatic cascade reactions. The indigo synthesis pathway was optimized through cascade biocatalysis based on these interactive elements. As a result, compared with the co-expression of multiple enzymes, the interaction element-based cascade biocatalysis increased the yield of indigo by twofold. Our results demonstrate the potential of PB1C/PB2N and importin/PB2C scaffold systems as tools for enzyme assembly to control metabolic flux and increase the efficiency of biosynthetic pathways.

Modular deregulation of central carbon metabolism for efficient xylose utilization in Saccharomyces cerevisiae

The tightly regulated central carbon metabolism in Saccharomyces cerevisiae, intricately linked to carbon sources utilized, poses a significant challenge to engineering efforts aimed at increasing the flux through its different pathways. Here, we present a modular deregulation strategy that enables high conversion rates of xylose through the central carbon metabolism. Specifically, employing a multifaceted approach encompassing five different engineering strategies-promoter engineering, transcription factor manipulation, biosensor construction, introduction of heterologous enzymes, and expression of mutant enzymes we engineer different modules of the central carbon metabolism at both the genetic and enzymatic levels. This leads to an enhanced conversion rate of xylose into acetyl-CoA-derived products, with 3-hydroxypropionic acid (3-HP) serving as a representative case in this study. By implementing a combination of these approaches, the developed yeast strain demonstrates a remarkable enhancement in 3-HP productivity, achieving a 4.7-fold increase when compared to our initially optimized 3-HP producing strain grown on xylose as carbon source. These results illustrate that the rational engineering of yeast central metabolism is a viable approach for boosting the metabolic flux towards acetyl-CoA-derived products on a non-glucose carbon source.

Production of astaxanthin with high purity and activity based on engineering improvement strategies

Here, astaxanthin production in Escherichia coli was systematically improved step by step. By introducing the additional copy of CrtZ and fusion complex of CrtZ and CrtW, astaxanthin content in cells increased from 0.10 mg/g to 0.16 mg/g and 0.63 mg/g DCW, respectively. Remolding the astaxanthin gene cluster by replacing the PanCrtE by HpGGPPS3-1 and the fusion of CrtZ and CrtW increased astaxanthin content to 1.98 mg/g DCW. Further selecting the productive host and optimizing culture conditions dramatically increased astaxanthin content to 3.61 mg/g DCW. Subsequently, the fed-batch fermentation achieved the maximum yield of astaxanthin at 509.58 mg/L with the productivity of 7.72 mg/L/h and 5.91 mg/g DCW, covering 98.17 % of detected carotenoids. The chirality analysis assigned the same isomer of astaxanthin extracted from our fermentation system and Haematococcus pluvialis. Moreover, the radical and superoxide anion scavenging activity analysis revealed that astaxanthin achieved in this study performed better than natural astaxanthin extracted from H. pluvialis and chemical synthetic astaxanthin. This study provides a step-by-step example for bioengineering improvement of natural products in E. coli with high purity and activity.

Argonaute-driven programmable multi-enzyme complex assembly on ribosomal RNA scaffolds

Scaffold-based multi-enzyme assembly strategies have significantly advanced biocatalysis by enhancing reaction efficiency through precise spatial organization of enzymes. While DNA- and protein-based scaffolds have been extensively studied, RNA scaffolds present unique advantages, including structural flexibility, dynamic regulation, and functional diversity. However, their application in vitro has been limited due to challenges related to stability and cost. Here, we developed a programmable RNA scaffold system that leverages catalytically inactive MbpAgo to spatially organize natural protein macromolecules into multi-enzyme complexes for in vitro cascade reactions. This strategy significantly enhances the catalytic efficiency of multi-enzyme systems in vitro. We utilized Förster resonance energy transfer experiments demonstrated tunable protein localization along the scaffold. By designing short guide DNAs (gDNAs) to direct MbpAgo-enzyme assembly onto yeast ribosomal RNA scaffolds, we achieved precise positioning of three enzymes in the ATP biosynthesis pathway, resulting in a 5.5-fold increase in catalytic yield after 3 h compared to scaffold-free multi-enzyme complexes. Additionally, the modular design of the Ago-gDNA-RNA scaffold system allows for dynamic reconfiguration of enzyme arrangements through simple modifications of gDNAs, enabling adaptability to diverse multi-enzyme reactions. This study underscores the potential of Argonaute-mediated RNA scaffolds as a versatile and efficient platform for in vitro multi-enzyme assembly.

Synthetic Engineering of Microbes for Production of Terpenoid Food Ingredients

Terpenoids are a class of chemicals comprising many food ingredient chemicals. Synthetic biology and metabolic engineering have been performed to produce microbial cell factories for their production. For improved production of various terpenoid ingredients, heterologous synthetic pathways can be optimized at multiple dimensions. Optimizing chassis precursor supply and overcoming the host's inherent metabolic rigidity are crucial for enhancing overall efficiency of heterologous terpenoid production. Integrating synthetic regulatory circuits can facilitate the staged programming and precise optimization of heterologous and endogenous metabolism. Engineering long-term genetic and metabolic stability is essential for the successful scale-up of commercial production. Maximizing efficiency in food terpenoid production will rely on interdisciplinary synthetic and engineering biology tools to advance state-of-the-art capabilities for the streamlined design and construction of complex genotypes in microbial chassis.

Recent Advancements in the Biomanufacturing of Crocetin and Crocins: Key Enzymes and Metabolic Engineering

Crocetin and crocins are high-value apocarotenoids recognized for their role as food colorants as well as for their numerous industrial and therapeutic applications. Biotechnological platforms have the potential to replace traditional plant-based extraction of these compounds with a more sustainable approach. This review first introduced the catalytic characteristics of key enzymes involved in the biosynthetic pathway of crocetin and crocins, including carotenoid cleavage dioxygenases, aldehyde dehydrogenases, and uridine diphosphate glycosyltransferases. Next, we highlighted advanced metabolic engineering strategies aimed at enhancing crocetin and crocin production, such as increasing the pool of precursors and cofactors, protein mining and engineering, tuning protein expression, biosensor, genomic integration, and process optimization. Finally, the paper proposed potential strategies and tools associated with further boosting the heterologous production of crocetin and crocins to meet commercial-scale demands.

Cyanamide-inducible expression of homing nuclease I- SceI for selectable marker removal and promoter characterisation in Saccharomyces cerevisiae

In synthetic biology, microbial chassis including yeast Saccharomyces cerevisiae are iteratively engineered with increasing complexity and scale. Wet-lab genetic engineering tools are developed and optimised to facilitate strain construction but are often incompatible with each other due to shared regulatory elements, such as the galactose-inducible (GAL) promoter in S. cerevisiae. Here, we prototyped the cyanamide-induced I- SceI expression, which triggered double-strand DNA breaks (DSBs) for selectable marker removal. We further combined cyanamide-induced I- SceI-mediated DSB and maltose-induced MazF-mediated negative selection for plasmid-free in situ promoter substitution, which simplified the molecular cloning procedure for promoter characterisation. We then characterised three tetracycline-inducible promoters showing differential strength, a non-leaky β-estradiol-inducible promoter, cyanamide-inducible DDI2 promoter, bidirectional MAL32/MAL31 promoters, and five pairs of bidirectional GAL1/GAL10 promoters. Overall, alternative regulatory controls for genome engineering tools can be developed to facilitate genomic engineering for synthetic biology and metabolic engineering applications.

Structural investigation of the docking domain assembly from trans-AT polyketide synthases

Docking domains (DDs) located at the C- and N-termini of polypeptides play a crucial role in directing the assembly of polyketide synthases (PKSs), which are multienzyme complexes. Here, we determined the crystal structure of a complex comprising the C-terminal DD (CDDMlnB) and N-terminal DD (NDDMlnC) of macrolactin trans-acyltransferase (AT) PKS that were fused to a functional enzyme, AmpC EC2 β-lactamase. Interface analyses of the CDDMlnB/NDDMlnC complex revealed the molecular intricacies in the core section underpinning the precise DD assembly. Additionally, circular dichroism and steady-state kinetics demonstrated that the formation of the CDDMlnB/NDDMlnC complex had no influence on the structural and functional fidelity of the fusion partner, AmpC EC2. This inspired us to apply the CDDMlnB/NDDMlnC assembly to metabolon engineering. Indeed, DD assembly induced the formation of a complex between 4-coumarate-CoA ligase and chalcone synthase both involved in flavonoid biosynthesis, leading to a remarkable increase in naringenin production in vitro.

Insights into docking in megasynthases from the investigation of the toblerol trans-AT polyketide synthase: many α-helical means to an end

The fidelity of biosynthesis by modular polyketide synthases (PKSs) depends on specific moderate affinity interactions between successive polypeptide subunits mediated by docking domains (DDs). These sequence elements are notably portable, allowing their transplantation into alternative biosynthetic and metabolic contexts. Herein, we use integrative structural biology to characterize a pair of DDs from the toblerol trans-AT PKS. Both are intrinsically disordered regions (IDRs) that fold into a 3 α-helix docking complex of unprecedented topology. The C-terminal docking domain (CDD) resembles the 4 α-helix type (4HB) CDDs, which shows that the same type of DD can be redeployed to form complexes of distinct geometry. By carefully re-examining known DD structures, we further extend this observation to type 2 docking domains, establishing previously unsuspected structural relations between DD types. Taken together, these data illustrate the plasticity of α-helical DDs, which allow the formation of a diverse topological spectrum of docked complexes. The newly identified DDs should also find utility in modular PKS genetic engineering.

Recent advances in design and application of synthetic membraneless organelles

Membraneless organelles (MLOs) formed by liquid-liquid phase separation (LLPS) have been extensively studied due to their spatiotemporal control of biochemical and cellular processes in living cells. These findings have provided valuable insights into the physicochemical principles underlying the formation and functionalization of biomolecular condensates, which paves the way for the development of versatile phase-separating systems capable of addressing a variety of application scenarios. Here, we highlight the potential of constructing synthetic MLOs with programmable and functional properties. Notably, we organize how these synthetic membraneless compartments have been capitalized to manipulate enzymatic activities and metabolic reactions. The aim of this review is to inspire readerships to deeply comprehend the widespread roles of synthetic MLOs in the regulation enzymatic reactions and control of metabolic processes, and to encourage the rational design of controllable and functional membraneless compartments for a broad range of bioengineering applications.

Juice Vesicles Bioreactors Technology for Constructing Advanced Carbon-Based Energy Storage

The construction of high-quality carbon-based energy materials through biotechnology has always been an eager goal of the scientific community. Herein, juice vesicles bioreactors (JVBs) bio-technology based on hesperidium (e.g., pomelo, waxberry, oranges) is first reported for preparation of carbon-based composites with controllable components, adjustable morphologies, and sizes. JVBs serve as miniature reaction vessels that enable sophisticated confined chemical reactions to take place, ultimately resulting in the formations of complex carbon composites. The newly developed approach is highly versatile and can be compatible with a wide range of materials including metals, alloys, and metal compounds. The growth and self-assembly mechanisms of carbon composites via JVBs are explained. For illustration, NiCo alloy nanoparticles are successfully in situ implanted into pomelo vesicles crosslinked carbon (PCC) by JVBs, and their applications as sulfur/carbon cathodes for lithium-sulfur batteries are explored. The well-designed PCC/NiCo-S electrode exhibits superior high-rate properties and enhanced long-term stability. Synergistic reinforcement mechanisms on transportation of ions/electrons of interface reactions and catalytic conversion of lithium polysulfides arising from metal alloy and carbon architecture are proposed with the aid of DFT calculations. The research provides a novel biosynthetic route to rational design and fabrication of carbon composites for advanced energy storage.

Contribution of pks+ Escherichia coli (E. coli) to Colon Carcinogenesis

Colorectal cancer (CRC) stands as a significant global health concern, ranking second in mortality and third in frequency among cancers worldwide. While only a small fraction of CRC cases can be attributed to inherited genetic mutations, the majority arise sporadically due to somatic mutations. Emerging evidence reveals gut microbiota dysbiosis to be a contributing factor, wherein polyketide synthase-positive Escherichia coli (pks+ E. coli) plays a pivotal role in CRC pathogenesis. pks+ bacteria produce colibactin, a genotoxic protein that causes deleterious effects on DNA within host colonocytes. In this review, we examine the role of the gut microbiota in colon carcinogenesis, elucidating how colibactin-producer bacteria induce DNA damage, promote genomic instability, disrupt the gut epithelial barrier, induce mucosal inflammation, modulate host immune responses, and influence cell cycle dynamics. Collectively, these actions foster a microenvironment conducive to tumor initiation and progression. Understanding the mechanisms underlying pks+ bacteria-mediated CRC development may pave the way for mass screening, early detection of tumors, and therapeutic strategies such as microbiota modulation, bacteria-targeted therapy, checkpoint inhibition of colibactin production and immunomodulatory pathways.

Phase-separated biomolecular condensates for biocatalysis

Nature often uses dynamically assembling multienzymatic complexes called metabolons to achieve spatiotemporal control of complex metabolic reactions. Researchers are aiming to mimic this strategy of organizing enzymes to enhance the performance of artificial biocatalytic systems. Biomolecular condensates formed through liquid-liquid phase separation (LLPS) can serve as a powerful tool to drive controlled assembly of enzymes. Diverse enzymatic pathways have been reconstituted within catalytic condensates in vitro as well as synthetic membraneless organelles in living cells. Furthermore, in vivo condensates have been engineered to regulate metabolic pathways by selectively sequestering enzymes. Thus, harnessing LLPS for controlled organization of enzymes provides an opportunity to dynamically regulate biocatalytic processes.

Application of artificial scaffold systems in microbial metabolic engineering

In nature, metabolic pathways are often organized into complex structures such as multienzyme complexes, enzyme molecular scaffolds, or reaction microcompartments. These structures help facilitate multi-step metabolic reactions. However, engineered metabolic pathways in microbial cell factories do not possess inherent metabolic regulatory mechanisms, which can result in metabolic imbalance. Taking inspiration from nature, scientists have successfully developed synthetic scaffolds to enhance the performance of engineered metabolic pathways in microbial cell factories. By recruiting enzymes, synthetic scaffolds facilitate the formation of multi-enzyme complexes, leading to the modulation of enzyme spatial distribution, increased enzyme activity, and a reduction in the loss of intermediate products and the toxicity associated with harmful intermediates within cells. In recent years, scaffolds based on proteins, nucleic acids, and various organelles have been developed and employed to facilitate multiple metabolic pathways. Despite varying degrees of success, synthetic scaffolds still encounter numerous challenges. The objective of this review is to provide a comprehensive introduction to these synthetic scaffolds and discuss their latest research advancements and challenges.

Research progress of multi-enzyme complexes based on the design of scaffold protein

Multi-enzyme complexes designed based on scaffold proteins are a current topic in molecular enzyme engineering. They have been gradually applied to increase the production of enzyme cascades, thereby achieving effective biosynthetic pathways. This paper reviews the recent progress in the design strategy and application of multi-enzyme complexes. First, the metabolic channels in the multi-enzyme complex have been introduced, and the construction strategies of the multi-enzyme complex emerging in recent years have been summarized. Then, the discovered enzyme cascades related to scaffold proteins are discussed, emphasizing on the influence of the linker on the fusion enzyme (fusion protein) and its possible mechanism. This review is expected to provide a more theoretical basis for the modification of multi-enzyme complexes and broaden their applications in synthetic biology.

Phase-Separated Synthetic Organelles Based on Intrinsically Disordered Protein Domain for Metabolic Pathway Assembly in Escherichia coli

Extensive research efforts have been focused on spatial organization of biocatalytic cascades or catalytic networks in confined cellular environments. Inspired by the natural metabolic systems that spatially regulate pathways via sequestration into subcellular compartments, formation of artificial membraneless organelles through expressing intrinsically disordered proteins in host strains has been proven to be a feasible strategy. Here we report the engineering of a synthetic membraneless organelle platform, which can be used to extend compartmentalization and spatially organize pathway sequential enzymes. We show that heterologous overexpression of the RGG domain derived from the disordered P granule protein LAF-1 in an Escherichia coli strain can form intracellular protein condensates via liquid-liquid phase separation. We further demonstrate that different clients can be recruited to the synthetic compartments via directly fusing with the RGG domain or cooperating with different protein interaction motifs. Using the 2'-fucosyllactose de novo biosynthesis pathway as a model system, we show that clustering sequential enzymes into synthetic compartments can effectively increase the titer and yield of the target product compared to strains with free-floating pathway enzymes. The synthetic membraneless organelle system constructed here gives a promising approach in the development of microbial cell factories, wherein it could be used for the compartmentalization of pathway enzymes to streamline metabolic flux.

Identification and Functional Analysis of Two Novel Genes-Geranylgeranyl Pyrophosphate Synthase Gene (AlGGPPS) and Isopentenyl Pyrophosphate Isomerase Gene (AlIDI)-from Aurantiochytrium limacinum Significantly Enhance De Novo β-Carotene Biosynthesis in Escherichia coli

Precursor regulation has been an effective strategy to improve carotenoid production and the availability of novel precursor synthases facilitates engineering improvements. In this work, the putative geranylgeranyl pyrophosphate synthase encoding gene (AlGGPPS) and isopentenyl pyrophosphate isomerase encoding gene (AlIDI) from Aurantiochytrium limacinum MYA-1381 were isolated. We applied the excavated AlGGPPS and AlIDI to the de novo β-carotene biosynthetic pathway in Escherichia coli for functional identification and engineering application. Results showed that the two novel genes both functioned in the synthesis of β-carotene. Furthermore, AlGGPPS and AlIDI performed better than the original or endogenous one, with 39.7% and 80.9% increases in β-carotene production, respectively. Due to the coordinated expression of the 2 functional genes, β-carotene content of the modified carotenoid-producing E. coli accumulated a 2.99-fold yield of the initial EBIY strain in 12 h, reaching 10.99 mg/L in flask culture. This study helped to broaden current understanding of the carotenoid biosynthetic pathway in Aurantiochytrium and provided novel functional elements for carotenoid engineering improvements.