{"title":"Multicellular artificial neural network-type architectures demonstrate computational problem solving","authors":"Deepro Bonnerjee, Saswata Chakraborty, Biyas Mukherjee, Ritwika Basu, Abhishek Paul, Sangram Bagh","doi":"10.1038/s41589-024-01711-4","DOIUrl":"10.1038/s41589-024-01711-4","url":null,"abstract":"Here, we report a modular multicellular system created by mixing and matching discrete engineered bacterial cells. This system can be designed to solve multiple computational decision problems. The modular system is based on a set of engineered bacteria that are modeled as an ‘artificial neurosynapse’ that, in a coculture, formed a single-layer artificial neural network-type architecture that can perform computational tasks. As a demonstration, we constructed devices that function as a full subtractor and a full adder. The system is also capable of solving problems such as determining if a number between 0 and 9 is a prime number and if a letter between A and L is a vowel. Finally, we built a system that determines the maximum number of pieces of a pie that can be made for a given number of straight cuts. This work may have importance in biocomputer technology development and multicellular synthetic biology. A modular multicellular system has been created by mixing and matching discrete engineered bacterial cells in an artificial neural network-type architecture. The system is capable of solving multiple computational decision problems like identifying a number as prime and a letter as a vowel.","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"20 11","pages":"1524-1534"},"PeriodicalIF":12.9,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142234469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zeng-Fei Pei, Natalia M. Vior, Lingyang Zhu, Andrew W. Truman, Satish K. Nair
{"title":"Biosynthesis of peptide–nucleobase hybrids in ribosomal peptides","authors":"Zeng-Fei Pei, Natalia M. Vior, Lingyang Zhu, Andrew W. Truman, Satish K. Nair","doi":"10.1038/s41589-024-01736-9","DOIUrl":"https://doi.org/10.1038/s41589-024-01736-9","url":null,"abstract":"<p>The main biopolymers in nature are oligonucleotides and polypeptides. However, naturally occurring peptide–nucleobase hybrids are rare. Here we report the characterization of the founding member of a class of peptide–nucleobase hybrid natural products with a pyrimidone motif from a widely distributed ribosomally synthesized and post-translationally modified (RiPP) biosynthetic pathway. This pathway features two steps where a heteromeric RRE–YcaO–dehydrogenase complex catalyzes the formation of a six-membered pyrimidone ring from an asparagine residue on the precursor peptide, and an acyl esterase selectively recognizes this moiety to cleave the C-terminal follower peptide. Mechanistic studies reveal that the pyrimidone formation occurs in a substrate-assisted catalysis manner, requiring a His residue in the precursor to activate asparagine for heterocyclization. Our study expands the chemotypes of RiPP natural products and the catalytic scope of YcaO enzymes. This discovery opens avenues to create artificial biohybrid molecules that resemble both peptide and nucleobase, a modality of growing interest.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"23 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142234470","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Dagny Grzech, Samuel J. Smit, Ryan M. Alam, Marianna Boccia, Yoko Nakamura, Benke Hong, Ranjit Barbole, Sarah Heinicke, Maritta Kunert, Wibke Seibt, Veit Grabe, Lorenzo Caputi, Benjamin R. Lichman, Sarah E. O’Connor, Asaph Aharoni, Prashant D. Sonawane
{"title":"Incorporation of nitrogen in antinutritional Solanum alkaloid biosynthesis","authors":"Dagny Grzech, Samuel J. Smit, Ryan M. Alam, Marianna Boccia, Yoko Nakamura, Benke Hong, Ranjit Barbole, Sarah Heinicke, Maritta Kunert, Wibke Seibt, Veit Grabe, Lorenzo Caputi, Benjamin R. Lichman, Sarah E. O’Connor, Asaph Aharoni, Prashant D. Sonawane","doi":"10.1038/s41589-024-01735-w","DOIUrl":"https://doi.org/10.1038/s41589-024-01735-w","url":null,"abstract":"<p>Steroidal glycoalkaloids (SGAs) are specialized metabolites produced by hundreds of <i>Solanum</i> species including food crops, such as tomato, potato and eggplant. Unlike true alkaloids, nitrogen is introduced at a late stage of SGA biosynthesis through an unknown transamination reaction. Here, we reveal the mechanism by which GLYCOALKALOID METABOLISM12 (GAME12) directs the biosynthesis of nitrogen-containing steroidal alkaloid aglycone in <i>Solanum</i>. We report that GAME12, a neofunctionalized <i>γ</i>-aminobutyric acid (GABA) transaminase, undergoes changes in both active site specificity and subcellular localization to switch from its renown and generic activity in core metabolism to function in a specialized metabolic pathway. Moreover, overexpression of <i>GAME12</i> alone in engineered <i>S.</i> <i>nigrum</i> leaves is sufficient for de novo production of nitrogen-containing SGAs. Our results highlight how hijacking a core metabolism GABA shunt enzyme is crucial in numerous <i>Solanum</i> species for incorporating a nitrogen to a steroidal-specialized metabolite backbone and form defensive alkaloids.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"69 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142174912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shiwen Wang, Min Liu, Dongping Hu, Zhicheng Dong, Zhong Zhao
{"title":"Control of DNA demethylation by superoxide anion in plant stem cells","authors":"Shiwen Wang, Min Liu, Dongping Hu, Zhicheng Dong, Zhong Zhao","doi":"10.1038/s41589-024-01737-8","DOIUrl":"https://doi.org/10.1038/s41589-024-01737-8","url":null,"abstract":"<p>Superoxide anion is thought to be a natural by-product with strong oxidizing ability in all living organisms and was recently found to accumulate in plant meristems to maintain stem cells in the shoot and undifferentiated meristematic cells in the root. Here we show that the DNA demethylase repressor of silencing 1 (ROS1) is one of the direct targets of superoxide in stem cells. The Fe–S clusters in ROS1 are oxidized by superoxide to activate its DNA glycosylase/lyase activity. We demonstrate that superoxide extensively participates in the establishment of active DNA demethylation in the <i>Arabidopsis</i> genome and that <i>ARABIDOPSIS RESPONSE REGULATOR 12</i> acts downstream of ROS1-mediated superoxide signaling to maintain stem cell fate. Our results provide a mechanistic framework for superoxide control of the stem cell niche and demonstrate how redox and DNA demethylation interact to define stem cell fate in plants.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"93 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142170882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fabio Caliendo, Elvira Vitu, Junmin Wang, Shuo-Hsiu Kuo, Hayden Sandt, Casper Nørskov Enghuus, Jesse Tordoff, Neslly Estrada, James J. Collins, Ron Weiss
{"title":"Customizable gene sensing and response without altering endogenous coding sequences","authors":"Fabio Caliendo, Elvira Vitu, Junmin Wang, Shuo-Hsiu Kuo, Hayden Sandt, Casper Nørskov Enghuus, Jesse Tordoff, Neslly Estrada, James J. Collins, Ron Weiss","doi":"10.1038/s41589-024-01733-y","DOIUrl":"https://doi.org/10.1038/s41589-024-01733-y","url":null,"abstract":"<p>Synthetic biology aims to modify cellular behaviors by implementing genetic circuits that respond to changes in cell state. Integrating genetic biosensors into endogenous gene coding sequences using clustered regularly interspaced short palindromic repeats and Cas9 enables interrogation of gene expression dynamics in the appropriate chromosomal context. However, embedding a biosensor into a gene coding sequence may unpredictably alter endogenous gene regulation. To address this challenge, we developed an approach to integrate genetic biosensors into endogenous genes without modifying their coding sequence by inserting into their terminator region single-guide RNAs that activate downstream circuits. Sensor dosage responses can be fine-tuned and predicted through a mathematical model. We engineered a cell stress sensor and actuator in CHO-K1 cells that conditionally activates antiapoptotic protein BCL-2 through a downstream circuit, thereby increasing cell survival under stress conditions. Our gene sensor and actuator platform has potential use for a wide range of applications that include biomanufacturing, cell fate control and cell-based therapeutics.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"9 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142170880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Patsch, Thomas Schwander, Moritz Voss, Daniela Schaub, Sean Hüppi, Michael Eichenberger, Peter Stockinger, Lisa Schelbert, Sandro Giger, Francesca Peccati, Gonzalo Jiménez-Osés, Mojmír Mutný, Andreas Krause, Uwe T. Bornscheuer, Donald Hilvert, Rebecca M. Buller
{"title":"Enriching productive mutational paths accelerates enzyme evolution","authors":"David Patsch, Thomas Schwander, Moritz Voss, Daniela Schaub, Sean Hüppi, Michael Eichenberger, Peter Stockinger, Lisa Schelbert, Sandro Giger, Francesca Peccati, Gonzalo Jiménez-Osés, Mojmír Mutný, Andreas Krause, Uwe T. Bornscheuer, Donald Hilvert, Rebecca M. Buller","doi":"10.1038/s41589-024-01712-3","DOIUrl":"10.1038/s41589-024-01712-3","url":null,"abstract":"Darwinian evolution has given rise to all the enzymes that enable life on Earth. Mimicking natural selection, scientists have learned to tailor these biocatalysts through recursive cycles of mutation, selection and amplification, often relying on screening large protein libraries to productively modulate the complex interplay between protein structure, dynamics and function. Here we show that by removing destabilizing mutations at the library design stage and taking advantage of recent advances in gene synthesis, we can accelerate the evolution of a computationally designed enzyme. In only five rounds of evolution, we generated a Kemp eliminase—an enzymatic model system for proton transfer from carbon—that accelerates the proton abstraction step >108-fold over the uncatalyzed reaction. Recombining the resulting variant with a previously evolved Kemp eliminase HG3.17, which exhibits similar activity but differs by 29 substitutions, allowed us to chart the topography of the designer enzyme’s fitness landscape, highlighting that a given protein scaffold can accommodate several, equally viable solutions to a specific catalytic problem. By enriching productive mutational paths, a Kemp eliminase that speeds up proton abstraction >108-fold was developed in only five evolution rounds. Recombining it with a variant differing by 29 substitutions revealed the underlying fitness landscape.","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"20 12","pages":"1662-1669"},"PeriodicalIF":12.9,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.nature.com/articles/s41589-024-01712-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142166054","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Susanna E. Barrett, Song Yin, Peter Jordan, John K. Brunson, Jessica Gordon-Nunez, Gabriella Costa Machado da Cruz, Christopher Rosario, Bethany K. Okada, Kelsey Anderson, Thomas A. Pires, Ruoyang Wang, Diwakar Shukla, Mark J. Burk, Douglas A. Mitchell
{"title":"Substrate interactions guide cyclase engineering and lasso peptide diversification","authors":"Susanna E. Barrett, Song Yin, Peter Jordan, John K. Brunson, Jessica Gordon-Nunez, Gabriella Costa Machado da Cruz, Christopher Rosario, Bethany K. Okada, Kelsey Anderson, Thomas A. Pires, Ruoyang Wang, Diwakar Shukla, Mark J. Burk, Douglas A. Mitchell","doi":"10.1038/s41589-024-01727-w","DOIUrl":"https://doi.org/10.1038/s41589-024-01727-w","url":null,"abstract":"<p>Lasso peptides are a diverse class of naturally occurring, highly stable molecules kinetically trapped in a distinctive [1]rotaxane conformation. How the ATP-dependent lasso cyclase constrains a relatively unstructured substrate peptide into a low entropy product has remained a mystery owing to poor enzyme stability and activity in vitro. In this study, we combined substrate tolerance data with structural predictions, bioinformatic analysis, molecular dynamics simulations and mutational scanning to construct a model for the three-dimensional orientation of the substrate peptide in the lasso cyclase active site. Predicted peptide cyclase molecular contacts were validated by rationally engineering multiple, phylogenetically diverse lasso cyclases to accept substrates rejected by the wild-type enzymes. Finally, we demonstrate the utility of lasso cyclase engineering by robustly producing previously inaccessible variants that tightly bind to integrin αvβ8, which is a primary activator of transforming growth factor β and, thus, an important anti-cancer target.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"83 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142166059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kai Lu, Bingnan Luo, Xuan Tao, Yongbo Luo, Mingjun Ao, Bin Zheng, Xiang Xu, Xiaoyan Ma, Jingling Niu, Huinan Li, Yanxuan Xie, Zhennan Zhao, Peng Zheng, Guanbo Wang, Song Gao, Chao Wang, Wei Xia, Zhaoming Su, Zong-Wan Mao
{"title":"Complex structure and activation mechanism of arginine kinase McsB by McsA","authors":"Kai Lu, Bingnan Luo, Xuan Tao, Yongbo Luo, Mingjun Ao, Bin Zheng, Xiang Xu, Xiaoyan Ma, Jingling Niu, Huinan Li, Yanxuan Xie, Zhennan Zhao, Peng Zheng, Guanbo Wang, Song Gao, Chao Wang, Wei Xia, Zhaoming Su, Zong-Wan Mao","doi":"10.1038/s41589-024-01720-3","DOIUrl":"https://doi.org/10.1038/s41589-024-01720-3","url":null,"abstract":"<p>Protein phosphorylation is a pivotal post-translational modification modulating various cellular processes. In Gram-positive bacteria, the protein arginine kinase McsB, along with its activator McsA, has a key role in labeling misfolded and damaged proteins during stress. However, the activation mechanism of McsB by McsA remains elusive. Here we report the cryo-electron microscopy structure of a tetrameric McsA–McsB complex at 3.41 Å resolution. Biochemical analysis indicates that the homotetrameric assembly is essential for McsB’s kinase activity. The conserved C-terminal zinc finger of McsA interacts with an extended loop in McsB, optimally orienting a critical catalytic cysteine residue. In addition, McsA binding decreases the CtsR’s affinity for McsB, enhancing McsB’s kinase activity and accelerating the turnover rate of CtsR phosphorylation. Furthermore, McsA binding also increases McsB’s thermostability, ensuring its activity under heat stress. These findings elucidate the structural basis and activation mechanism of McsB in stress response.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"8 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142130900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ting Dang, Jie Yu, Zhihe Cao, Bingjie Zhang, Shanshan Li, Ye Xin, Lingyun Yang, Ronghui Lou, Min Zhuang, Wenqing Shui
{"title":"Endogenous cell membrane interactome mapping for the GLP-1 receptor in different cell types","authors":"Ting Dang, Jie Yu, Zhihe Cao, Bingjie Zhang, Shanshan Li, Ye Xin, Lingyun Yang, Ronghui Lou, Min Zhuang, Wenqing Shui","doi":"10.1038/s41589-024-01714-1","DOIUrl":"https://doi.org/10.1038/s41589-024-01714-1","url":null,"abstract":"<p>The GLP-1 receptor, one of the most successful drug targets for the treatment of type 2 diabetes and obesity, is known to engage multiple intracellular signaling proteins. However, it remains less explored how the receptor interacts with proteins on the cell membrane. Here, we present a ligand-based proximity labeling approach to interrogate the native cell membrane interactome for the GLP-1 receptor after agonist simulation. Our study identified several unreported putative cell membrane interactors for the endogenous receptor in either a pancreatic β cell line or a neuronal cell line. We further uncovered new regulators of GLP-1 receptor-mediated signaling and insulinotropic responses in β cells. Additionally, we obtained a time-resolved cell membrane interactome map for the receptor in β cells. Therefore, our study provides a new approach that is generalizable to map endogenous cell membrane interactomes for G-protein-coupled receptors to decipher the molecular basis of their cell-type-specific functional regulation.</p><figure></figure>","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"18 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142123610","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Illuminating GPCR trafficking","authors":"Michelle L. Halls","doi":"10.1038/s41589-024-01699-x","DOIUrl":"https://doi.org/10.1038/s41589-024-01699-x","url":null,"abstract":"A method to study G-protein-coupled receptor (GPCR) trafficking has been developed using engineered APEX2 and CRISPR interference screening. The innovative approach reveals a network of proteins coordinated by DNAJC13 that control efficient GPCR sorting into degradative or recycling pathways.","PeriodicalId":18832,"journal":{"name":"Nature chemical biology","volume":"24 1","pages":""},"PeriodicalIF":14.8,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142118187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}