Pub Date : 2026-01-31DOI: 10.1021/acssynbio.5c00911
Qibing Liu, Yan Huang, Ran Zhou, Honghao Ding, Qingqing Nie, Xiaoyuan Gong, Ting Zuo, Shuai Wang, Yunxiang Liang, Yingjun Li
Genetic manipulation of core gut probiotics remains challenging due to endogenous cellular barriers and a scarcity of efficient molecular tools, limiting progress in live biotherapeutic development. Here, we characterized the native type II-C CRISPR-Cas system in Bifidobacterium longum subsp. longum GNB (B. longum GNB). Through integrated bioinformatic analysis and high-throughput protospacer adjacent motif (PAM) screening, we identified a novel 5'-NNRMAT-3' (where R = A/G, M = A/C) motif recognized by its compact Cas9 nuclease (BLCas9). The stringent PAM dependency of BLCas9 was unequivocally confirmed by in vitro cleavage assays. Leveraging this endogenous mechanism, we developed a dual-plasmid editing platform for robust and multiplex genome engineering in the probiotic strain Escherichia coli Nissle 1917 (EcN). Application of this system notably enhanced extracellular γ-aminobutyric acid (GABA) production in EcN through targeted metabolic engineering. Our work provides the first molecular dissection of a type II-C system in Bifidobacterium longum and establishes a generalizable framework for the discovery and application of compact programmable nucleases, suggesting a viable strategy for modulating host physiology via the gut-brain axis.
由于内源性细胞屏障和缺乏有效的分子工具,核心肠道益生菌的遗传操作仍然具有挑战性,限制了活体生物治疗发展的进展。在这里,我们对长双歧杆菌亚种的原生II-C型CRISPR-Cas系统进行了表征。longum GNB (B. longum GNB)。通过综合生物信息学分析和高通量原间隔邻近基序(PAM)筛选,我们发现了一个新的5'-NNRMAT-3'(其中R = a /G, M = a /C)基序,该基序被其紧凑的Cas9核酸酶(BLCas9)识别。BLCas9对PAM的严格依赖性在体外裂解实验中得到明确证实。利用这一内源性机制,我们开发了一种双质粒编辑平台,用于益生菌大肠杆菌Nissle 1917 (EcN)的强大和多重基因组工程。该系统的应用通过靶向代谢工程显著提高了EcN细胞外γ-氨基丁酸(GABA)的产生。我们的工作提供了长双歧杆菌II-C型系统的第一个分子解剖,并为紧凑可编程核酸酶的发现和应用建立了一个可推广的框架,提出了通过肠-脑轴调节宿主生理的可行策略。
{"title":"A Minimal and Portable CRISPR Platform Based on Bifidobacterial Cas9 Enables Genome Editing in <i>E. coli</i> Nissle 1917.","authors":"Qibing Liu, Yan Huang, Ran Zhou, Honghao Ding, Qingqing Nie, Xiaoyuan Gong, Ting Zuo, Shuai Wang, Yunxiang Liang, Yingjun Li","doi":"10.1021/acssynbio.5c00911","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00911","url":null,"abstract":"<p><p>Genetic manipulation of core gut probiotics remains challenging due to endogenous cellular barriers and a scarcity of efficient molecular tools, limiting progress in live biotherapeutic development. Here, we characterized the native type II-C CRISPR-Cas system in <i>Bifidobacterium longum</i> subsp. <i>longum</i> GNB (<i>B. longum</i> GNB). Through integrated bioinformatic analysis and high-throughput protospacer adjacent motif (PAM) screening, we identified a novel 5'-NNRMAT-3' (where R = A/G, M = A/C) motif recognized by its compact Cas9 nuclease (BLCas9). The stringent PAM dependency of BLCas9 was unequivocally confirmed by in vitro cleavage assays. Leveraging this endogenous mechanism, we developed a dual-plasmid editing platform for robust and multiplex genome engineering in the probiotic strain <i>Escherichia coli</i> Nissle 1917 (EcN). Application of this system notably enhanced extracellular γ-aminobutyric acid (GABA) production in EcN through targeted metabolic engineering. Our work provides the first molecular dissection of a type II-C system in <i>Bifidobacterium longum</i> and establishes a generalizable framework for the discovery and application of compact programmable nucleases, suggesting a viable strategy for modulating host physiology via the gut-brain axis.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1021/acssynbio.5c00407
Zikang Dennis Huang, Yueying Gu, Yuzhi Carol Gao, Alexander Byrd, Hana Bader, Lukasz J Bugaj
Inducible translocation to subcellular compartments is a common strategy for protein switches that control a variety of cell behaviors. However, existing switches achieve translocation through induced dimerization, requiring constitutive anchoring of one component into the target compartment and optimization of relative expression levels between the two components. We present a simpler, single-component strategy called Avidity-assisted targeting (Aviatar). Aviatar achieves translocation with only a single protein by converting low-affinity monomers into high-avidity assemblies through inducible clustering. We demonstrated the Aviatar concept and its generality using optogenetic clustering to drive translocation to the plasma membrane, endosomes, golgi, endoplasmic reticulum, and microtubules using binding domains for lipids or endogenous proteins that were specific to those compartments. Aviatar recruitment regulated actin polymerization at the cell periphery and revealed compartment-specific signaling of receptor tyrosine kinase fusions associated with cancer. Finally, GFP-targeting Aviatar probes allowed inducible localization to any GFP-tagged target, including endogenously tagged stress granule proteins. Aviatar is a straightforward platform that can be rapidly adapted to a broad array of targets without the need for their prior modification or disruption.
{"title":"Optogenetic Translocation to Subcellular Compartments through Regulation of Protein Avidity.","authors":"Zikang Dennis Huang, Yueying Gu, Yuzhi Carol Gao, Alexander Byrd, Hana Bader, Lukasz J Bugaj","doi":"10.1021/acssynbio.5c00407","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00407","url":null,"abstract":"<p><p>Inducible translocation to subcellular compartments is a common strategy for protein switches that control a variety of cell behaviors. However, existing switches achieve translocation through induced dimerization, requiring constitutive anchoring of one component into the target compartment and optimization of relative expression levels between the two components. We present a simpler, single-component strategy called Avidity-assisted targeting (Aviatar). Aviatar achieves translocation with only a single protein by converting low-affinity monomers into high-avidity assemblies through inducible clustering. We demonstrated the Aviatar concept and its generality using optogenetic clustering to drive translocation to the plasma membrane, endosomes, golgi, endoplasmic reticulum, and microtubules using binding domains for lipids or endogenous proteins that were specific to those compartments. Aviatar recruitment regulated actin polymerization at the cell periphery and revealed compartment-specific signaling of receptor tyrosine kinase fusions associated with cancer. Finally, GFP-targeting Aviatar probes allowed inducible localization to any GFP-tagged target, including endogenously tagged stress granule proteins. Aviatar is a straightforward platform that can be rapidly adapted to a broad array of targets without the need for their prior modification or disruption.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1021/acssynbio.5c00715
Musa Tartik
Saccharomyces cerevisiae is widely adopted as a chassis in synthetic biology. However, heterologous constructs often disrupt proteostasis, metabolism, redox balance, and secretory processes. These disruptions activate a complex network of stress pathways. These include the heat shock response, unfolded protein response, oxidative stress defenses, cell wall integrity signaling, the high-osmolarity glycerol pathway, and Snf1/AMPK-mediated energy regulation. Collectively, these pathways form a stressome that maintains cellular homeostasis but constrains productive capacity. A comprehensive understanding of how synthetic designs interact with these pathways is essential for developing robust yeast systems. Strategies such as promoter tuning, chaperone augmentation, redox and cofactor balancing, lipid and membrane optimization, dynamic regulation, and pathway compartmentalization can reduce cellular burden. Emerging methods also improve stress mitigation. These include CRISPR-based circuit rewiring, adaptive laboratory evolution, synthetic organelle construction, and data-driven strain engineering. This review summarizes construct-induced stress in engineered yeast and presents stress-aware design principles to advance more resilient, higher-yielding S. cerevisiae strains for biotechnology.
{"title":"Yeast Stress Response to Synthetic Constructs.","authors":"Musa Tartik","doi":"10.1021/acssynbio.5c00715","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00715","url":null,"abstract":"<p><p><i>Saccharomyces cerevisiae</i> is widely adopted as a chassis in synthetic biology. However, heterologous constructs often disrupt proteostasis, metabolism, redox balance, and secretory processes. These disruptions activate a complex network of stress pathways. These include the heat shock response, unfolded protein response, oxidative stress defenses, cell wall integrity signaling, the high-osmolarity glycerol pathway, and Snf1/AMPK-mediated energy regulation. Collectively, these pathways form a stressome that maintains cellular homeostasis but constrains productive capacity. A comprehensive understanding of how synthetic designs interact with these pathways is essential for developing robust yeast systems. Strategies such as promoter tuning, chaperone augmentation, redox and cofactor balancing, lipid and membrane optimization, dynamic regulation, and pathway compartmentalization can reduce cellular burden. Emerging methods also improve stress mitigation. These include CRISPR-based circuit rewiring, adaptive laboratory evolution, synthetic organelle construction, and data-driven strain engineering. This review summarizes construct-induced stress in engineered yeast and presents stress-aware design principles to advance more resilient, higher-yielding <i>S. cerevisiae</i> strains for biotechnology.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083654","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1021/acssynbio.5c00701
Yuni Shin, Taeyun Kim, Ayeon Kim, Jong-Min Jeon, Baeksoo Park, Jeong-Jun Yoon, Hee Taek Kim, Shashi Kant Bhatia, Yung-Hun Yang
Cupriavidus necator is a well-established microbial platform for polyhydroxyalkanoate (PHA) production and numerous metabolic engineering strategies have been applied to improve its performance. However, little is known of the relationship between cell size and the production of the poly-3-hydroxybutyrate (PHB), with studies mainly focusing on cell division markers such as ftsZ, mreB, and minCD. These genes are influenced by multiple regulatory factors, though the specific regulators have not been characterized. This study investigated the role of a novel regulatory gene mraZ, which is located upstream of ftsZ and acts as a transcriptional repressor of cell growth and division, in PHA production by C. necator. We constructed an mraZ-deleted strain to assess the physiological and metabolic changes. qRT-PCR revealed the upregulated expression of ftsZ and PHA biosynthesis genes, along with ∼20% higher cell growth and PHA accumulation in the mutant across various culture conditions. Simultaneously, the cell length was reduced by >5 times that of the wild type, as confirmed by scanning and transmission electron microscopy. Although the smaller cell size increased the surface-to-volume ratio and enhanced the sugar utilization efficiency, it did not alter the molecular weight or mechanical properties of PHB. These findings highlight the value of targeting upstream regulators such as mraZ and provide new insights into the significance of reduced cell size in relation to PHB production. Considering that regulators constitute ∼12% of all genes in C. necator, our results highlight the untapped potential of regulator-based molecular engineering for optimizing PHA production.
{"title":"Control of Cell Size and Nutrient Utilization by a Novel Regulator <i>mraZ</i> and Its Impact on Polyhydroxybutyrate (PHB) Synthesis in <i>Cupriavidus necator</i> H16.","authors":"Yuni Shin, Taeyun Kim, Ayeon Kim, Jong-Min Jeon, Baeksoo Park, Jeong-Jun Yoon, Hee Taek Kim, Shashi Kant Bhatia, Yung-Hun Yang","doi":"10.1021/acssynbio.5c00701","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00701","url":null,"abstract":"<p><p><i>Cupriavidus necator</i> is a well-established microbial platform for polyhydroxyalkanoate (PHA) production and numerous metabolic engineering strategies have been applied to improve its performance. However, little is known of the relationship between cell size and the production of the poly-3-hydroxybutyrate (PHB), with studies mainly focusing on cell division markers such as <i>ftsZ</i>, <i>mreB</i>, and <i>minCD</i>. These genes are influenced by multiple regulatory factors, though the specific regulators have not been characterized. This study investigated the role of a novel regulatory gene <i>mraZ</i>, which is located upstream of <i>ftsZ</i> and acts as a transcriptional repressor of cell growth and division, in PHA production by <i>C. necator</i>. We constructed an <i>mraZ-</i>deleted strain to assess the physiological and metabolic changes. qRT-PCR revealed the upregulated expression of <i>ftsZ</i> and PHA biosynthesis genes, along with ∼20% higher cell growth and PHA accumulation in the mutant across various culture conditions. Simultaneously, the cell length was reduced by >5 times that of the wild type, as confirmed by scanning and transmission electron microscopy. Although the smaller cell size increased the surface-to-volume ratio and enhanced the sugar utilization efficiency, it did not alter the molecular weight or mechanical properties of PHB. These findings highlight the value of targeting upstream regulators such as <i>mraZ</i> and provide new insights into the significance of reduced cell size in relation to PHB production. Considering that regulators constitute ∼12% of all genes in <i>C. necator</i>, our results highlight the untapped potential of regulator-based molecular engineering for optimizing PHA production.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083558","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-29DOI: 10.1021/acssynbio.5c00612
Ridwan Elemosho, Chenxi Zhang, Alexandros Karyolaimos, Agata Brambor, Raul Pasadas Castilla, Jonathan Asmund Arnesen, Leonie Johanna Jahn, Morten Otto Alexander Sommer
The nonconventional yeast, Yarrowia lipolytica, is a promising protein expression host, having achieved recombinant protein expression yield on par with the commonly used host, Komagatella phaffii (Pichia pastoris). However, strong, fully constitutive genetic elements and expression cassettes for protein expression in Y. lipolytica remain limited. In this study, we leveraged genome-wide transcriptomics to uncover five strong promoters and four terminators. Among these, the promoter of ribosomal protein L41 demonstrated superior activity to the strongest previously reported promoters. We further demonstrated the functionality of pL41 across different media conditions and by using it to express diverse heterologous proteins. Similarly, we showed that the terminator of glutathione-S-transferase (tGST) supported higher protein expression and low transcriptional readthrough compared to commonly used terminators. To support protein secretion efforts, we utilized a secretomics-guided signal peptide screen to unveil three signal peptides, demonstrating broad applicability to different proteins. Integrating these genetic elements into a new expression cassette (YALI-pSTOmics1) resulted in a 3-fold increase in secretory expression of bovine fibroblast growth factor 2 compared to a combination of the best available state-of-the-art genetic tools for gene expression in Y. lipolytica. This expression cassette represents an open-source alternative to expensive commercial ones. Furthermore, the novel promoters and terminators provide options for metabolic engineering, where reuse of existing genetic parts is often a limitation.
非常规酵母脂溶耶氏酵母是一种很有前途的蛋白表达宿主,其重组蛋白表达量与常用宿主法菲氏酵母相当。然而,强的,完全构成的遗传元件和表达盒的蛋白表达在脂肪瘤中仍然有限。在这项研究中,我们利用全基因组转录组学揭示了5个强启动子和4个终止子。其中,核糖体蛋白L41的启动子表现出比先前报道的最强启动子更强的活性。我们进一步证明了pL41在不同培养基条件下的功能,并利用它表达多种异种蛋白。同样,我们发现谷胱甘肽- s -转移酶(tGST)终止子与常用终止子相比支持更高的蛋白表达和低的转录读通。为了支持蛋白质分泌的工作,我们利用分泌组学引导的信号肽筛选揭示了三种信号肽,证明了对不同蛋白质的广泛适用性。将这些遗传元件整合到一个新的表达盒(yalipstomics1)中,与将现有的最先进的基因表达工具组合在一起相比,牛成纤维细胞生长因子2的分泌表达增加了3倍。这个表达式盒代表了昂贵的商业表达式盒的开源替代品。此外,新的启动子和终止子为代谢工程提供了选择,在代谢工程中,现有基因部分的再利用通常是一个限制。
{"title":"Omics-Based Expression Cassette for Heterologous Protein Production in <i>Y. lipolytica</i>.","authors":"Ridwan Elemosho, Chenxi Zhang, Alexandros Karyolaimos, Agata Brambor, Raul Pasadas Castilla, Jonathan Asmund Arnesen, Leonie Johanna Jahn, Morten Otto Alexander Sommer","doi":"10.1021/acssynbio.5c00612","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00612","url":null,"abstract":"<p><p>The nonconventional yeast, <i>Yarrowia lipolytica</i>, is a promising protein expression host, having achieved recombinant protein expression yield on par with the commonly used host, <i>Komagatella phaffii</i> (<i>Pichia pastoris</i>). However, strong, fully constitutive genetic elements and expression cassettes for protein expression in <i>Y. lipolytica</i> remain limited. In this study, we leveraged genome-wide transcriptomics to uncover five strong promoters and four terminators. Among these, the promoter of ribosomal protein L41 demonstrated superior activity to the strongest previously reported promoters. We further demonstrated the functionality of pL41 across different media conditions and by using it to express diverse heterologous proteins. Similarly, we showed that the terminator of glutathione-S-transferase (tGST) supported higher protein expression and low transcriptional readthrough compared to commonly used terminators. To support protein secretion efforts, we utilized a secretomics-guided signal peptide screen to unveil three signal peptides, demonstrating broad applicability to different proteins. Integrating these genetic elements into a new expression cassette (YALI-pSTOmics1) resulted in a 3-fold increase in secretory expression of bovine fibroblast growth factor 2 compared to a combination of the best available state-of-the-art genetic tools for gene expression in <i>Y. lipolytica</i>. This expression cassette represents an open-source alternative to expensive commercial ones. Furthermore, the novel promoters and terminators provide options for metabolic engineering, where reuse of existing genetic parts is often a limitation.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-29DOI: 10.1021/acssynbio.5c00595
Marius Marcel Toni Karbach, Rajesh Kumar Natarajan, Nina Boots, Tim Niedzwetzki-Taubert, Markus Pauly, Vicente Ramírez
Hemicelluloses are a group of plant cell wall polysaccharides characterized by their high structural complexity. These glycans are part of an intricate composite polymer network that contribute to the mechanical strength and flexibility of plant cell walls. Hemicellulose structural and functional diversity is further enhanced by the presence of chemical modifications, such as O-acetylation, altering the polysaccharide's physicochemical properties and the overall functionality. Plant-derived hemicellulose glycans hold great promise for a range of biotechnological applications in a bioeconomy including biomaterials and pharmaceuticals. Synthetic biology approaches have the potential to produce hemicellulose polymers in microbial factories replicating the biosynthetic pathways observed in plants. In this study, we successfully reconstructed in the yeast Yarrowia lipolytica the biosynthesis of two hemicellulose backbone structures i.e., β-glucomannan (GM) and β-glucan, by the expression of glycosyltransferases of diverse plant origins. Oligosaccharide mass profiling combined with compositional and glycosidic linkage analysis confirmed the production of hemicellulose structures analogous to those found in the original plant systems. Furthermore, the additional expression of plant hemicellulose-specific O-acetyltransferases resulted in the biosynthesis of O-acetylated GM and O-acetylated glucan polymers, expanding the repertoire of hemicellulose structures produced in this yeast. These findings demonstrate the feasibility of generating not only compositionally diverse plant-like hemicellulose backbone polymers in microbial systems, but also more structurally complex O-acetylated variants beyond what is found in nature. The use of Y. lipolytica as a biofactory for designer glycans expands the potential of microbial glycoengineering and provides a platform for sustainable production of functionalized polysaccharides with tailored physicochemical properties optimized for specific biotechnological applications.
{"title":"Synthesis of Plant-Inspired <i>O</i>-Acetylated Hemicellulose Structures in the Yeast <i>Yarrowia lipolytica</i>.","authors":"Marius Marcel Toni Karbach, Rajesh Kumar Natarajan, Nina Boots, Tim Niedzwetzki-Taubert, Markus Pauly, Vicente Ramírez","doi":"10.1021/acssynbio.5c00595","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00595","url":null,"abstract":"<p><p>Hemicelluloses are a group of plant cell wall polysaccharides characterized by their high structural complexity. These glycans are part of an intricate composite polymer network that contribute to the mechanical strength and flexibility of plant cell walls. Hemicellulose structural and functional diversity is further enhanced by the presence of chemical modifications, such as <i>O</i>-acetylation, altering the polysaccharide's physicochemical properties and the overall functionality. Plant-derived hemicellulose glycans hold great promise for a range of biotechnological applications in a bioeconomy including biomaterials and pharmaceuticals. Synthetic biology approaches have the potential to produce hemicellulose polymers in microbial factories replicating the biosynthetic pathways observed in plants. In this study, we successfully reconstructed in the yeast <i>Yarrowia lipolytica</i> the biosynthesis of two hemicellulose backbone structures i.e., β-glucomannan (GM) and β-glucan, by the expression of glycosyltransferases of diverse plant origins. Oligosaccharide mass profiling combined with compositional and glycosidic linkage analysis confirmed the production of hemicellulose structures analogous to those found in the original plant systems. Furthermore, the additional expression of plant hemicellulose-specific <i>O</i>-acetyltransferases resulted in the biosynthesis of <i>O</i>-acetylated GM and <i>O</i>-acetylated glucan polymers, expanding the repertoire of hemicellulose structures produced in this yeast. These findings demonstrate the feasibility of generating not only compositionally diverse plant-like hemicellulose backbone polymers in microbial systems, but also more structurally complex <i>O</i>-acetylated variants beyond what is found in nature. The use of <i>Y. lipolytica</i> as a biofactory for designer glycans expands the potential of microbial glycoengineering and provides a platform for sustainable production of functionalized polysaccharides with tailored physicochemical properties optimized for specific biotechnological applications.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-27DOI: 10.1021/acssynbio.5c00765
Xuan Zhou, Nana Ding, Shenghu Zhou, Yu Deng
Promoters are essential in transcriptional regulation, with the -10 and -35 boxes playing a critical role in determining their strength. Modulating these regions can effectively fine-tune promoter strength. However, the lack of a clear quantitative relationship between sequence composition and transcriptional output impedes the rational design of promoters. To address this, we developed a synthetic promoter library by varying RNA polymerase binding energies at the -10 and -35 boxes. The library was partitioned into four sublibraries with expression strengths spanning an 80-fold range. Using fluorescence-activated cell sorting followed by sequencing, we identified 20,799 distinct promoters. Analysis of this library uncovered distinct sequence-activity patterns, including a small subset of -35 box sequences that consistently conferred high transcriptional output across diverse -10 partners. Based on this, we developed an artificial intelligence platform that integrates a convolutional neural network for strength prediction (Pearson's r = 0.84) with a balanced generative adversarial network incorporating a gradient penalty for de novo promoter design. By coupling these models, we achieved a precise design of promoters with user-defined strengths (r = 0.85), establishing a bidirectional framework that links -10/-35 boxes to transcriptional activity through deep learning. This study expands the sequence diversity of functional -10 and -35 boxes in E. coli, provides a predictive platform for rational promoter engineering, and deciphers combinatorial motif interactions governing transcriptional regulation.
启动子在转录调控中是必不可少的,-10和-35盒子在决定它们的强度方面起着关键作用。调节这些区域可以有效地微调启动子强度。然而,序列组成与转录输出之间缺乏明确的定量关系,阻碍了启动子的合理设计。为了解决这个问题,我们开发了一个合成启动子文库,通过改变RNA聚合酶在-10和-35盒的结合能。该文库被划分为四个子文库,表达强度跨越80倍的范围。利用荧光活化细胞分选和测序,我们鉴定出20,799个不同的启动子。对该文库的分析揭示了不同的序列活性模式,包括-35盒序列的一小部分,这些序列在不同的-10伙伴中始终具有高转录输出。基于此,我们开发了一个人工智能平台,该平台集成了用于强度预测的卷积神经网络(Pearson’s r = 0.84)和包含梯度惩罚的平衡生成对抗网络,用于从头启动子设计。通过耦合这些模型,我们实现了具有用户定义强度的启动子的精确设计(r = 0.85),建立了一个双向框架,通过深度学习将-10/-35个盒子与转录活性联系起来。本研究扩大了大肠杆菌中-10和-35盒子的序列多样性,为合理启动子工程提供了预测平台,并破译了控制转录调控的组合基序相互作用。
{"title":"AI-Guided Design and Predictive Modeling of Synthetic <i>Escherichia coli</i> Promoters through Comprehensive -10/-35 Box Engineering.","authors":"Xuan Zhou, Nana Ding, Shenghu Zhou, Yu Deng","doi":"10.1021/acssynbio.5c00765","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00765","url":null,"abstract":"<p><p>Promoters are essential in transcriptional regulation, with the -10 and -35 boxes playing a critical role in determining their strength. Modulating these regions can effectively fine-tune promoter strength. However, the lack of a clear quantitative relationship between sequence composition and transcriptional output impedes the rational design of promoters. To address this, we developed a synthetic promoter library by varying RNA polymerase binding energies at the -10 and -35 boxes. The library was partitioned into four sublibraries with expression strengths spanning an 80-fold range. Using fluorescence-activated cell sorting followed by sequencing, we identified 20,799 distinct promoters. Analysis of this library uncovered distinct sequence-activity patterns, including a small subset of -35 box sequences that consistently conferred high transcriptional output across diverse -10 partners. Based on this, we developed an artificial intelligence platform that integrates a convolutional neural network for strength prediction (Pearson's <i>r</i> = 0.84) with a balanced generative adversarial network incorporating a gradient penalty for <i>de novo</i> promoter design. By coupling these models, we achieved a precise design of promoters with user-defined strengths (<i>r</i> = 0.85), establishing a bidirectional framework that links -10/-35 boxes to transcriptional activity through deep learning. This study expands the sequence diversity of functional -10 and -35 boxes in <i>E. coli</i>, provides a predictive platform for rational promoter engineering, and deciphers combinatorial motif interactions governing transcriptional regulation.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146049642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-25DOI: 10.1021/acssynbio.5c00489
Jacob Mejlsted, Erik Kubaczka, Sebastian Wirth, Heinz Koeppl
Genetic circuits are a cornerstone of synthetic biology, enabling programmable control of cellular behavior for applications in health, sustainability, and biotechnology. While Genetic Design Automation (GDA) tools have optimized and streamlined the design of such circuits, rapid and efficient assembly of DNA remains a bottleneck in the Design-Build-Test-Learn (DBTL) cycle. Here, we present the Coli Toolkit (CTK), a modular Golden Gate-based cloning system, adapted from the Yeast Toolkit (YTK) for use in Escherichia coli. The CTK expands on the original YTK architecture by introducing a more flexible control of transcription and translation through subdividing the former promoter part into subparts: promoter, insulating ribozyme, and ribosome binding site (RBS). We provide a range of basic parts that enable the assembly of a wide range of constructs as well as characterization data for all constitutive and inducible promoters provided. Additionally, we provide characterization data, as well as calibrated models, for all 20 NOT gates from the Cello library, and we provide the NOT gates as preassembled basic parts, which enables rapid cloning of larger genetic circuits. With this toolkit, we leverage the strengths of the YTK architecture to enable rapid and high-efficiency assembly of genetic circuits in E. coli, filling a key gap in the infrastructure of bacterial synthetic biology.
{"title":"The Coli Toolkit (CTK): An Extension of the Modular Yeast Toolkit for Use in <i>E. coli</i>.","authors":"Jacob Mejlsted, Erik Kubaczka, Sebastian Wirth, Heinz Koeppl","doi":"10.1021/acssynbio.5c00489","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00489","url":null,"abstract":"<p><p>Genetic circuits are a cornerstone of synthetic biology, enabling programmable control of cellular behavior for applications in health, sustainability, and biotechnology. While Genetic Design Automation (GDA) tools have optimized and streamlined the design of such circuits, rapid and efficient assembly of DNA remains a bottleneck in the Design-Build-Test-Learn (DBTL) cycle. Here, we present the Coli Toolkit (CTK), a modular Golden Gate-based cloning system, adapted from the Yeast Toolkit (YTK) for use in <i>Escherichia coli</i>. The CTK expands on the original YTK architecture by introducing a more flexible control of transcription and translation through subdividing the former promoter part into subparts: promoter, insulating ribozyme, and ribosome binding site (RBS). We provide a range of basic parts that enable the assembly of a wide range of constructs as well as characterization data for all constitutive and inducible promoters provided. Additionally, we provide characterization data, as well as calibrated models, for all 20 NOT gates from the Cello library, and we provide the NOT gates as preassembled basic parts, which enables rapid cloning of larger genetic circuits. With this toolkit, we leverage the strengths of the YTK architecture to enable rapid and high-efficiency assembly of genetic circuits in <i>E. coli</i>, filling a key gap in the infrastructure of bacterial synthetic biology.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146045790","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-23DOI: 10.1021/acssynbio.5c00800
Xiaomin Zhao, Xue Leng, Yunzi Luo
Indigoidine, a microbial-derived pyridone pigment, has emerged as a promising sustainable alternative to synthetic blue dyes in textile industry. Its biosynthesis is mediated by nonribosomal peptide synthetases (NRPSs), offering a favorable alternative to conventional chemical synthesis for pigment production. Recent advances in synthetic biology have facilitated the scalable engineering of microbial chassis strains, enabling industrial level pigment production. However, challenges persist in pathway optimization, titer improvement, and application diversity. In this review, we systematically examine microbial host systems, metabolic and enzyme engineering approaches, and synthetic biology techniques to enhance indigoidine production. This review offers a roadmap for advancing next-generation microbial cell factories for pigment manufacturing.
{"title":"Biosynthesis of Indigoidine in Microorganisms: Strategies and Applications.","authors":"Xiaomin Zhao, Xue Leng, Yunzi Luo","doi":"10.1021/acssynbio.5c00800","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00800","url":null,"abstract":"<p><p>Indigoidine, a microbial-derived pyridone pigment, has emerged as a promising sustainable alternative to synthetic blue dyes in textile industry. Its biosynthesis is mediated by nonribosomal peptide synthetases (NRPSs), offering a favorable alternative to conventional chemical synthesis for pigment production. Recent advances in synthetic biology have facilitated the scalable engineering of microbial chassis strains, enabling industrial level pigment production. However, challenges persist in pathway optimization, titer improvement, and application diversity. In this review, we systematically examine microbial host systems, metabolic and enzyme engineering approaches, and synthetic biology techniques to enhance indigoidine production. This review offers a roadmap for advancing next-generation microbial cell factories for pigment manufacturing.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146040010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-22DOI: 10.1021/acssynbio.5c00568
Warren Shou Leong Ang, August Lipari, Zhen Guo Oh, Yu-Heng Hsieh, Fay-Wei Li
Nitrogenase catalyzes the reduction of atmospheric nitrogen gas to ammonia, forming the foundation of biological nitrogen fixation in diazotrophic microbes. While functional nitrogenase can be assembled in non-native hosts, its activity is severely limited. This is partially due to the O2 sensitivity, which irreversibly inactivates the enzyme. Here, we aimed to address this challenge by compartmentalizing nitrogenase into carboxysomes-bacterial microcompartments that restrict O2 diffusion. We demonstrate that nitrogenase subunit NifH can be selectively localized to the carboxysomes of Nostoc punctiforme. Electron microscopy indicated normal assembly of these NifH-loaded carboxysomes, while growth experiments suggested minimal impact to the carboxysome function. Mass spectrometry confirmed accumulation of the fusion proteins in purified carboxysomes. These data set the stage for further development of nitroxysomes, exploring integration of fully active nitrogenase complexes into these carboxysomes. If successful, this approach will pave the way to engineer nitrogen fixation directly into crops, promoting sustainable agriculture to enhance global food security.
{"title":"Nitroxysomes as a Potential Solution for Engineering Biological Nitrogen Fixation.","authors":"Warren Shou Leong Ang, August Lipari, Zhen Guo Oh, Yu-Heng Hsieh, Fay-Wei Li","doi":"10.1021/acssynbio.5c00568","DOIUrl":"https://doi.org/10.1021/acssynbio.5c00568","url":null,"abstract":"<p><p>Nitrogenase catalyzes the reduction of atmospheric nitrogen gas to ammonia, forming the foundation of biological nitrogen fixation in diazotrophic microbes. While functional nitrogenase can be assembled in non-native hosts, its activity is severely limited. This is partially due to the O<sub>2</sub> sensitivity, which irreversibly inactivates the enzyme. Here, we aimed to address this challenge by compartmentalizing nitrogenase into carboxysomes-bacterial microcompartments that restrict O<sub>2</sub> diffusion. We demonstrate that nitrogenase subunit NifH can be selectively localized to the carboxysomes of <i>Nostoc punctiforme</i>. Electron microscopy indicated normal assembly of these NifH-loaded carboxysomes, while growth experiments suggested minimal impact to the carboxysome function. Mass spectrometry confirmed accumulation of the fusion proteins in purified carboxysomes. These data set the stage for further development of nitroxysomes, exploring integration of fully active nitrogenase complexes into these carboxysomes. If successful, this approach will pave the way to engineer nitrogen fixation directly into crops, promoting sustainable agriculture to enhance global food security.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146016620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}