Rosa Selenia Guerra-Resendez, Samantha LeGoff Lydon, Alex J Ma, Guy C Bedford, Daniel R Reed, Sunghwan Kim, Erik R Terán, Tomoki Nishiguchi, Mario Escobar, Andrew R DiNardo, Isaac B Hilton
{"title":"Characterization of Rationally Designed CRISPR/Cas9-Based DNA Methyltransferases with Distinct Methyltransferase and Gene Silencing Activities in Human Cell Lines and Primary Human T Cells.","authors":"Rosa Selenia Guerra-Resendez, Samantha LeGoff Lydon, Alex J Ma, Guy C Bedford, Daniel R Reed, Sunghwan Kim, Erik R Terán, Tomoki Nishiguchi, Mario Escobar, Andrew R DiNardo, Isaac B Hilton","doi":"10.1021/acssynbio.4c00569","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00569","url":null,"abstract":"<p><p>Nuclease-deactivated Cas (dCas) proteins can be used to recruit epigenetic effectors, and this class of epigenetic editing technologies has revolutionized the ability to synthetically control the mammalian epigenome and transcriptome. DNA methylation is one of the most important and well-characterized epigenetic modifications in mammals, and while many different forms of dCas-based DNA methyltransferases (dCas-DNMTs) have been developed for programmable DNA methylation, these tools are frequently poorly tolerated and/or lowly expressed in mammalian cell types. Further, the use of dCas-DNMTs has largely been restricted to cell lines, which limits mechanistic insights in karyotypically normal contexts and hampers translational utility in the longer term. Here, we extend previous insights into the rational design of the catalytic core of the mammalian DNMT3A methyltransferase and test three dCas9-DNMT3A/3L variants across different human cell lines and in primary donor-derived human T cells. We find that mutations within the catalytic core of DNMT3A stabilize the expression of dCas9-DNMT3A/3L fusion proteins in Jurkat T cells without sacrificing DNA methylation or gene-silencing performance. We also show that these rationally engineered mutations in DNMT3A alter DNA methylation profiles at loci targeted with dCas9-DNMT3A/3L in cell lines and donor-derived human T cells. Finally, we leverage the transcriptionally repressive effects of dCas9-DNMT3A/3L variants to functionally link the expression of a key immunomodulatory transcription factor to cytokine secretion in donor-derived T cells. Overall, our work expands the synthetic biology toolkit for epigenetic editing and provides a roadmap for the use of engineered dCas-based DNMTs in primary mammalian cell types.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143078034","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}
Hinako Kawabe, Luran Manfio, Sebastian Magana Pena, Nicolette A Zhou, Kevin M Bradley, Cen Chen, Chris McLendon, Steven A Benner, Karen Levy, Zunyi Yang, Jorge A Marchand, Erica R Fuhrmeister
{"title":"Harnessing Non-standard Nucleic Acids for Highly Sensitive Icosaplex (20-Plex) Detection of Microbial Threats for Environmental Surveillance.","authors":"Hinako Kawabe, Luran Manfio, Sebastian Magana Pena, Nicolette A Zhou, Kevin M Bradley, Cen Chen, Chris McLendon, Steven A Benner, Karen Levy, Zunyi Yang, Jorge A Marchand, Erica R Fuhrmeister","doi":"10.1021/acssynbio.4c00619","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00619","url":null,"abstract":"<p><p>Environmental surveillance and clinical diagnostics heavily rely on the polymerase chain reaction (PCR) for target detection. A growing list of microbial threats warrants new PCR-based detection methods that are highly sensitive, specific, and multiplexable. Here, we introduce a PCR-based icosaplex (20-plex) assay for detecting 18 enteropathogen and two antimicrobial resistance genes. This multiplexed PCR assay leverages the self-avoiding molecular recognition system (SAMRS) to avoid primer dimer formation, the artificially expanded genetic information system (AEGIS) for amplification specificity, and next-generation sequencing for amplicon identification. Using parallelized multitarget TaqMan Array Cards (TAC) to benchmark performance of the 20-plex assay on wastewater, soil, and human stool samples, we found 90% agreement on positive calls and 89% agreement on negative calls. Additionally, we show how long-read and short-read sequencing information from the 20-plex can be used to further classify allelic variants of genes and distinguish subspecies. The strategy presented offers sensitive, affordable, and robust multiplex detection that can be used to support efforts in wastewater-based epidemiology, environmental monitoring, and human/animal diagnostics.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143078035","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}
Xingyu Liao, Yanyan Li, Shuangyi Li, Long Wen, Xingyi Li, Bin Yu
{"title":"Enhanced Integration of Single-Cell Multi-Omics Data Using Graph Attention Networks.","authors":"Xingyu Liao, Yanyan Li, Shuangyi Li, Long Wen, Xingyi Li, Bin Yu","doi":"10.1021/acssynbio.4c00864","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00864","url":null,"abstract":"<p><p>The continuous advancement of single-cell multimodal omics (scMulti-omics) technologies offers unprecedented opportunities to measure various modalities, including RNA expression, protein abundance, gene perturbation, DNA methylation, and chromatin accessibility at single-cell resolution. These advances hold significant potential for breakthroughs by integrating diverse omics modalities. However, the data generated from different omics layers often face challenges due to high dimensionality, heterogeneity, and sparsity, which can adversely impact the accuracy and efficiency of data integration analyses. To address these challenges, we propose a high-precision analysis method called scMGAT (single-cell multiomics data analysis based on multihead graph attention networks). This method effectively coordinates reliable information across multiomics data sets using a multihead attention mechanism, allowing for better management of the heterogeneous characteristics inherent in scMulti-omics data. We evaluated scMGAT's performance on eight sets of real scMulti-omics data, including samples from both human and mouse. The experimental results demonstrate that scMGAT significantly enhances the quality of multiomics data and improves the accuracy of cell-type annotation compared to state-of-the-art methods. scMGAT is now freely accessible at https://github.com/Xingyu-Liao/scMGAT.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143070726","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}
Randi M Pullen, Stephen R Decker, Venkataramanan Subramanian, Meaghan J Adler, Alexander V Tobias, Matthew Perisin, Christian J Sund, Matthew D Servinsky, Mark T Kozlowski
{"title":"Considerations for Domestication of Novel Strains of Filamentous Fungi.","authors":"Randi M Pullen, Stephen R Decker, Venkataramanan Subramanian, Meaghan J Adler, Alexander V Tobias, Matthew Perisin, Christian J Sund, Matthew D Servinsky, Mark T Kozlowski","doi":"10.1021/acssynbio.4c00672","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00672","url":null,"abstract":"<p><p>Fungi, especially filamentous fungi, are a relatively understudied, biotechnologically useful resource with incredible potential for commercial applications. These multicellular eukaryotic organisms have long been exploited for their natural production of useful commodity chemicals and proteins such as enzymes used in starch processing, detergents, food and feed production, pulping and paper making and biofuels production. The ability of filamentous fungi to use a wide range of feedstocks is another key advantage. As chassis organisms, filamentous fungi can express cellular machinery, and metabolic and signal transduction pathways from both prokaryotic and eukaryotic origins. Their genomes abound with novel genetic elements and metabolic processes that can be harnessed for biotechnology applications. Synthetic biology tools are becoming inexpensive, modular, and expansive while systems biology is beginning to provide the level of understanding required to design increasingly complex synthetic systems. This review covers the challenges of working in filamentous fungi and offers a perspective on the approaches needed to exploit fungi as microbial cell factories.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143062250","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}
{"title":"Building the Future of Clinical Diagnostics: An Analysis of Potential Benefits and Current Barriers in CRISPR/Cas Diagnostics.","authors":"Jeanne E van Dongen, Loes I Segerink","doi":"10.1021/acssynbio.4c00816","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00816","url":null,"abstract":"<p><p>Advancements in molecular diagnostics, such as polymerase chain reaction and next-generation sequencing, have revolutionized disease management and prognosis. Despite these advancements in molecular diagnostics, the field faces challenges due to high operational costs and the need for sophisticated equipment and highly trained personnel besides having several technical limitations. The emergent field of CRISPR/Cas sensing technology is showing promise as a new paradigm in clinical diagnostics, although widespread clinical adoption remains limited. This perspective paper discusses specific cases where CRISPR/Cas technology can surmount the challenges of existing diagnostic methods by stressing the significant role that CRISPR/Cas technology can play in revolutionizing clinical diagnostics. It underscores the urgency and importance of addressing the technological and regulatory hurdles that must be overcome to harness this technology effectively in clinical laboratories.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143062198","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}
{"title":"Cell-Free Systems to Mimic and Expand Metabolism.","authors":"Blake J Rasor, Tobias J Erb","doi":"10.1021/acssynbio.4c00729","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00729","url":null,"abstract":"<p><p>Cell-free synthetic biology incorporates purified components and/or crude cell extracts to carry out metabolic and genetic programs. While protein synthesis has historically been the primary focus, more metabolism researchers are now turning toward cell-free systems either to prototype pathways for cellular implementation or to design new-to-nature reaction networks that incorporate environmentally relevant substrates or new energy sources. The ability to design, build, and test enzyme combinations <i>in vitro</i> has accelerated efforts to understand metabolic bottlenecks and engineer high-yielding pathways. However, only a small fraction of metabolic possibilities has been explored in cell-free systems, and extracts from model organisms remain the most common starting points. Expanding the scope of cell-free metabolism to include extracts from new organisms, alternative metabolic pathways, and non-natural chemistries will enhance our ability to understand and engineer bio-based chemical conversions.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143057511","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}
Jan Katalinić, Morgan Richards, Alex Auyang, James H Millett, Manjunatha Kogenaru, Nikolai Windbichler
{"title":"Do the Shuffle: Expanding the Synthetic Biology Toolkit for Shufflon-like Recombination Systems.","authors":"Jan Katalinić, Morgan Richards, Alex Auyang, James H Millett, Manjunatha Kogenaru, Nikolai Windbichler","doi":"10.1021/acssynbio.4c00790","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00790","url":null,"abstract":"<p><p>Naturally occurring DNA inversion systems play an important role in the generation of genetic variation and adaptation in prokaryotes. Shufflon invertase (SI) <i>Rci</i> from plasmid R64, recognizing asymmetric <i>sfx</i> sites, has been adopted as a tool for synthetic biology. However, the availability of a single enzyme with moderate rates of recombination has hampered the more widespread use of SIs. We identified 14 previously untested SI genes and their <i>sfx</i> sites in public databases. We established an assay based on single-molecule sequencing that allows the quantification of the inversion rates of these enzymes and determined cross-recognition to identify orthogonal SI/<i>sfx</i> pairs. We describe SI enzymes with substantially improved shuffling rates when expressed in an inducible manner in <i>E. coli</i>. Our findings will facilitate the use of SIs in engineering biology where synthetic shufflons enable the generation of millions of sequence variants <i>in vivo</i> for applications such as barcoding or experimental selection.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143050940","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}
{"title":"CRISPR-Cas9 Cytidine-Base-Editor Mediated Continuous <i>In Vivo</i> Evolution in <i>Aspergillus nidulans</i>.","authors":"Yuan Tian, Qing Xu, Meng Pang, Youchu Ma, Zhiruo Zhang, Dongfang Zhang, Donghui Guo, Lupeng Wang, Qingbin Li, Yanling Li, Fanglong Zhao","doi":"10.1021/acssynbio.4c00716","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00716","url":null,"abstract":"<p><p>Filamentous fungi are important cell factories for producing chemicals, organic acids, and enzymes. Although several genome editing tools are available for filamentous fungi, few effectively enable continuous evolution for rational engineering of complex phenotype. Here, we present CRISPR-Cas9 cytidine-base-editor (CBE) assisted <i>in vivo</i> evolution by continuously delivering a combinatorial sgRNA library to filamentous fungi. The method was validated by targeting core genes of 46 natural product biosynthetic gene clusters in <i>Aspergillus nidulans</i> NRRL 8112 to eliminate fungal toxins via six rounds of evolution. NGS analysis revealed the average C-to-T conversion rates in the first, third, and sixth rounds were 2.02%, 5.25%, and 9.34%, respectively. Metabolic profiles of the evolved mutants exhibited significant changes, allowing for the isolation of clean-background strains with enhanced production of an antifungal compound Echinocandin B. This study demonstrates that CBE-mediated <i>in vivo</i> evolution greatly facilitates the iterative refinement of complex morphogenetic traits in filamentous fungi.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143044907","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}
Jaemin Kim, Yo Rim Kim, Sang Mo Lee, Jinhwan Lee, Seoyoung Lee, Dongeun Yong, Hyun Gyu Park
{"title":"Novel Isothermal Amplification Integrated with CRISPR/Cas13a and Its Applications for Ultrasensitive Detection of SARS-CoV-2.","authors":"Jaemin Kim, Yo Rim Kim, Sang Mo Lee, Jinhwan Lee, Seoyoung Lee, Dongeun Yong, Hyun Gyu Park","doi":"10.1021/acssynbio.4c00605","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00605","url":null,"abstract":"<p><p>We herein developed an ultrasensitive and rapid strategy to identify genomic nucleic acids by integrating a clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 13a (Cas13a) into our recently developed isothermal technique, nicking and extension chain reaction system-based amplification (NESBA) reaction. In this technique, named CESBA, the NESBA reaction isothermally produces a large amount of RNA amplicons from the initial target genomic RNA (gRNA). The RNA amplicons bind to the crispr RNA (crRNA) and activate the collateral cleavage activity of Cas13a, which would then cleave the reporter probe nearby, consequently producing the final signals. Based on this design principle, we successfully detected SARS-CoV-2 gRNA as a model target very sensitively down to even a single copy (0.05 copies/μL) in both fluorescence- and lateral flow assay (LFA)-based modes with excellent specificity against other human coronaviruses (H-CoVs). We further validated the clinical applicability of CESBA by testing the 20 clinical samples with 100% clinical sensitivity and specificity. This work represents a potent and innovative strategy for the identification of genomic nucleic acids in molecular diagnostics, delivering exceptional levels of sensitivity.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142996176","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}
{"title":"Microbial Production of Ectoine: A Review.","authors":"Ke Wang, Boya Cui, Yi Wang, Wei Luo","doi":"10.1021/acssynbio.4c00490","DOIUrl":"https://doi.org/10.1021/acssynbio.4c00490","url":null,"abstract":"<p><p>Ectoine is an important natural secondary metabolite widely used in biomedical fields, novel cosmetics development, and the food industry. Due to the increasing market demand for ectoine, more cost-effective production methods are being explored. With the rapid development of synthetic biology and metabolic engineering technologies, the production of ectoine using traditional halophilic bacteria is gradually being replaced by higher-yielding and environmentally friendly nonhalophilic engineered strains. By introducing the ectoine synthesis pathway into model strains and optimizing the fermentation process through various metabolic regulations, high-level production of ectoine can be achieved. This review focuses on strategies for the microbial production of ectoine, including screening of wild strains, mutation breeding, and metabolic engineering of model strains, to elucidate the current research status and provide insights for the industrial production of ectoine.</p>","PeriodicalId":26,"journal":{"name":"ACS Synthetic Biology","volume":" ","pages":""},"PeriodicalIF":3.7,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142996174","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}