1
|
Li G, Yuan Y, Zhang R. Predicting Protein-Ligand Binding Affinity Using Fusion Model of Spatial-Temporal Graph Neural Network and 3D Structure-Based Complex Graph. Interdiscip Sci 2024:10.1007/s12539-024-00644-9. [PMID: 39541085 DOI: 10.1007/s12539-024-00644-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2024] [Revised: 07/09/2024] [Accepted: 07/16/2024] [Indexed: 11/16/2024]
Abstract
The investigation of molecular interactions between ligands and their target molecules is becoming more significant as protein structure data continues to develop. In this study, we introduce PLA-STGCNnet, a deep fusion spatial-temporal graph neural network designed to study protein-ligand interactions based on the 3D structural data of protein-ligand complexes. Unlike 1D protein sequences or 2D ligand graphs, the 3D graph representation offers a more precise portrayal of the complex interactions between proteins and ligands. Research studies have shown that our fusion model, PLA-STGCNnet, outperforms individual algorithms in accurately predicting binding affinity. The advantage of a fusion model is the ability to fully combine the advantages of multiple different models and improve overall performance by combining their features and outputs. Our fusion model shows satisfactory performance on different data sets, which proves its generalization ability and stability. The fusion-based model showed good performance in protein-ligand affinity prediction, and we successfully applied the model to drug screening. Our research underscores the promise of fusion spatial-temporal graph neural networks in addressing complex challenges in protein-ligand affinity prediction. The Python scripts for implementing various model components are accessible at https://github.com/ligaili01/PLA-STGCN.
Collapse
Affiliation(s)
- Gaili Li
- School of Information science and Engineering, Lanzhou University, lanzhou, 730000, China
| | - Yongna Yuan
- School of Information science and Engineering, Lanzhou University, lanzhou, 730000, China.
| | - Ruisheng Zhang
- School of Information science and Engineering, Lanzhou University, lanzhou, 730000, China.
| |
Collapse
|
2
|
Yang X, Su XC, Xuan W. Genetically Encoded Photocaged Proteinogenic and Non-Proteinogenic Amino Acids. Chembiochem 2024; 25:e202400393. [PMID: 38831474 DOI: 10.1002/cbic.202400393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Revised: 05/31/2024] [Accepted: 06/03/2024] [Indexed: 06/05/2024]
Abstract
Photocaged amino acids could be genetically encoded into proteins via genetic code expansion (GCE) and constitute unique tools for innovative protein engineering. There are a number of photocaged proteinogenic amino acids that allow strategic conversion of proteins into their photocaged variants, thus enabling spatiotemporal and non-invasive regulation of protein functions using light. Meanwhile, there are a hand of photocaged non-proteinogenic amino acids that address the challenges in directly encoding certain non-canonical amino acids (ncAAs) that structurally resemble proteinogenic ones or possess highly reactive functional groups. Herein, we would like to summarize the efforts in encoding photocaged proteinogenic and non-proteinogenic amino acids, hoping to draw more attention to this fruitful and exciting scientific campaign.
Collapse
Affiliation(s)
- Xiaochen Yang
- Frontier Science Center for Synthetic Biology (Ministry of Education), School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
- State Key Laboratory and Institute of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin, 300071, China
| | - Xun-Cheng Su
- State Key Laboratory and Institute of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin, 300071, China
| | - Weimin Xuan
- Frontier Science Center for Synthetic Biology (Ministry of Education), School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| |
Collapse
|
3
|
Hentrich C, Putyrski M, Hanuschka H, Preis W, Kellmann SJ, Wich M, Cavada M, Hanselka S, Lelyveld VS, Ylera F. Engineered reversible inhibition of SpyCatcher reactivity enables rapid generation of bispecific antibodies. Nat Commun 2024; 15:5939. [PMID: 39009599 PMCID: PMC11251281 DOI: 10.1038/s41467-024-50296-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Accepted: 07/05/2024] [Indexed: 07/17/2024] Open
Abstract
The precise regulation of protein function is essential in biological systems and a key goal in chemical biology and protein engineering. Here, we describe a straightforward method to engineer functional control into the isopeptide bond-forming SpyTag/SpyCatcher protein ligation system. First, we perform a cysteine scan of the structured region of SpyCatcher. Except for two known reactive and catalytic residues, none of these mutations abolish reactivity. In a second screening step, we modify the cysteines with disulfide bond-forming small molecules. Here we identify 8 positions at which modifications strongly inhibit reactivity. This inhibition can be reversed by reducing agents. We call such a reversibly inhibitable SpyCatcher "SpyLock". Using "BiLockCatcher", a genetic fusion of wild-type SpyCatcher and SpyLock, and SpyTagged antibody fragments, we generate bispecific antibodies in a single, scalable format, facilitating the screening of a large number of antibody combinations. We demonstrate this approach by screening anti-PD-1/anti-PD-L1 bispecific antibodies using a cellular reporter assay.
Collapse
Affiliation(s)
| | - Mateusz Putyrski
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | - Hanh Hanuschka
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | - Waldemar Preis
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | | | - Melissa Wich
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | - Manuel Cavada
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | - Sarah Hanselka
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany
| | - Victor S Lelyveld
- Department of Molecular Biology, Massachusetts General Hospital, Boston, MA, USA
- Department of Genetics, Harvard Medical School, Boston, MA, USA
| | - Francisco Ylera
- Bio-Rad AbD Serotec GmbH, Anna-Sigmund-Str. 5, 82061, Neuried, Germany.
| |
Collapse
|
4
|
Li L, Ma T, Wang M. Protein-Integrated Hydrogen-Bonded Organic Frameworks: Chemistry and Biomedical Applications. Angew Chem Int Ed Engl 2024; 63:e202400926. [PMID: 38529812 DOI: 10.1002/anie.202400926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 03/25/2024] [Accepted: 03/26/2024] [Indexed: 03/27/2024]
Abstract
Hydrogen-bonded organic frameworks (HOFs) are porous nanomaterials that offer exceptional biocompatibility and versatility for integrating proteins for biomedical applications. This minireview concisely discusses recent advancements in the chemistry and functionality of protein-HOF interfaces. It particularly focuses on strategic methodologies, such as the careful selection of building blocks and the genetic engineering of proteins, to facilitate protein-HOF interactions. We examine the role of enzyme encapsulation within HOFs, highlighting its capability to preserve enzyme function, a crucial aspect for applications in biosensing and disease diagnosis. Moreover, we discuss the emerging utility of nanoscale HOFs for intracellular protein delivery, illustrating their applicability as nanoreactors for intracellular catalysis and neuroprotective biorthogonal catalysis within cellular compartments. We highlight the significant advancement of designing biodegradable HOFs tailored for cytosolic protein delivery, underscoring their promising application in targeted cancer therapies. Finally, we provide a perspective viewpoint on the design of biocompatible protein-HOF assemblies, underlining their promising prospects in drug delivery, disease diagnosis, and broader biomedical applications.
Collapse
Affiliation(s)
- Lijuan Li
- Beijing National Laboratory for Molecular Science, CAS Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences (ICCAS), Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Tianyu Ma
- Beijing National Laboratory for Molecular Science, CAS Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences (ICCAS), Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| | - Ming Wang
- Beijing National Laboratory for Molecular Science, CAS Key Laboratory of Analytical Chemistry for Living Biosystems, Institute of Chemistry, Chinese Academy of Sciences (ICCAS), Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, 100049, China
| |
Collapse
|
5
|
Che S, Konno H, Makabe K. SpyTag Peptide with Alkoxyl Aspartic Acids for pH-Dependent Activation of the SpyCatcher/Tag System. Bioconjug Chem 2024; 35:616-622. [PMID: 38664897 DOI: 10.1021/acs.bioconjchem.4c00052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
The SpyCatcher/SpyTag system is a protein pair that forms a covalent isopeptide bond without an additional energy supply. The ability to connect fused proteins makes this system an attractive tool for several protein engineering applications. Conditional activation of the SpyCatcher/SpyTag complex formation further expands the use of this system. Here, we evaluated the pH activation of SpyTag using alkoxyaspartic acids in the isopeptide-forming residue. We found that a peptide with an ethoxy group can be activated by hydrolysis under high pH conditions. However, the hydrolysis induces isoaspartate (isoAsp) formation, which is confirmed by an isoAsp-inserted short peptide. We overcame this problem by changing the C-terminal side of the aspartic acid position to Pro, which does not form isoAsp under high pH conditions. The findings of this study provide fundamental knowledge of the synthetic construction of the modified SpyTag peptide.
Collapse
Affiliation(s)
- Sonji Che
- Graduate School of Science and Engineering, Yamagata University, 4-3-16 Jyonan, Yonezawa, Yamagata 992-8510, Japan
| | - Hiroyuki Konno
- Graduate School of Science and Engineering, Yamagata University, 4-3-16 Jyonan, Yonezawa, Yamagata 992-8510, Japan
| | - Koki Makabe
- Graduate School of Science and Engineering, Yamagata University, 4-3-16 Jyonan, Yonezawa, Yamagata 992-8510, Japan
| |
Collapse
|
6
|
Munoz-Robles BG, DeForest CA. Irreversible light-activated SpyLigation mediates split-protein assembly in 4D. Nat Protoc 2024; 19:1015-1052. [PMID: 38253657 PMCID: PMC11288621 DOI: 10.1038/s41596-023-00938-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Accepted: 10/23/2023] [Indexed: 01/24/2024]
Abstract
The conditional assembly of split-protein pairs to modulate biological activity is commonly achieved by fusing split-protein fragments to dimerizing components that bring inactive pairs into close proximity in response to an exogenous trigger. However, current methods lack full spatial and temporal control over reconstitution, require sustained activation and lack specificity. Here light-activated SpyLigation (LASL), based on the photoregulation of the covalent SpyTag (ST)/SpyCatcher (SC) peptide-protein reaction, assembles nonfunctional split fragment pairs rapidly and irreversibly in solution, in engineered biomaterials and intracellularly. LASL introduces an ortho-nitrobenzyl(oNB)-caged lysine into SC's reactive site to generate a photoactivatable SC (pSC). Split-protein pairs of interest fused to pSC and ST are conditionally assembled via near-ultraviolet or pulsed near-infrared irradiation, as the uncaged SC can react with ST to ligate appended fragments. We describe procedures for the efficient synthesis of the photocaged amino acid that is incorporated within pSC (<5 days) as well as the design and cloning of LASL plasmids (1-4 days) for recombinant protein expression in either Escherichia coli (5-6 days) or mammalian cells (4-6 days), which require some prior expertise in protein engineering. We provide a chemoenzymatic scheme for appending bioorthogonal reactive handles onto E. coli-purified pSC protein (<4 days) that permits LASL component incorporation and patterned protein activation within many common biomaterial platforms. Given that LASL is irreversible, the photolithographic patterning procedures are fast and do not require sustained light exposure. Overall, LASL can be used to interrogate and modulate cell signaling in various settings.
Collapse
Affiliation(s)
- Brizzia G Munoz-Robles
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Institute of Stem Cell & Regenerative Medicine, University of Washington, Seattle, WA, USA
| | - Cole A DeForest
- Department of Bioengineering, University of Washington, Seattle, WA, USA.
- Institute of Stem Cell & Regenerative Medicine, University of Washington, Seattle, WA, USA.
- Department of Chemical Engineering, University of Washington, Seattle, WA, USA.
- Department of Chemistry, University of Washington, Seattle, WA, USA.
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA, USA.
- Institute for Protein Design, University of Washington, Seattle, WA, USA.
| |
Collapse
|
7
|
Driscoll CL, Keeble AH, Howarth MR. SpyMask enables combinatorial assembly of bispecific binders. Nat Commun 2024; 15:2403. [PMID: 38493197 PMCID: PMC10944524 DOI: 10.1038/s41467-024-46599-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 03/04/2024] [Indexed: 03/18/2024] Open
Abstract
Bispecific antibodies are a successful and expanding therapeutic class. Standard approaches to generate bispecifics are complicated by the need for disulfide reduction/oxidation or specialized formats. Here we present SpyMask, a modular approach to bispecifics using SpyTag/SpyCatcher spontaneous amidation. Two SpyTag-fused antigen-binding modules can be precisely conjugated onto DoubleCatcher, a tandem SpyCatcher where the second SpyCatcher is protease-activatable. We engineer a panel of structurally-distinct DoubleCatchers, from which binders project in different directions. We establish a generalized methodology for one-pot assembly and purification of bispecifics in 96-well plates. A panel of binders recognizing different HER2 epitopes were coupled to DoubleCatcher, revealing unexpected combinations with anti-proliferative or pro-proliferative activity on HER2-addicted cancer cells. Bispecific activity depended sensitively on both binder orientation and DoubleCatcher scaffold geometry. These findings support the need for straightforward assembly in different formats. SpyMask provides a scalable tool to discover synergy in bispecific activity, through modulating receptor organization and geometry.
Collapse
Affiliation(s)
- Claudia L Driscoll
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1PD, UK
| | - Anthony H Keeble
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1PD, UK
| | - Mark R Howarth
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK.
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1PD, UK.
| |
Collapse
|
8
|
Zhou C, He H, Chen X. Photoactivatable Nanobody Conjugate Dimerizer Temporally Resolves Tiam1-Rac1 Signaling Axis. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2307549. [PMID: 38225743 PMCID: PMC10953561 DOI: 10.1002/advs.202307549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 12/07/2023] [Indexed: 01/17/2024]
Abstract
The precise spatiotemporal dynamics of protein activities play a crucial role in cell signaling pathways. To control cellular functions in a spatiotemporal manner, a powerful method called photoactivatable chemically induced dimerization (pCID) is used. In this study, photoactivatable nanobody conjugate inducers of dimerization (PANCIDs) is introduced, which combine pCID with nanobody technology. A PANCID consists of a nanobody module that directly binds to an antigenic target, a photocaged small molecule ligand, and a cyclic decaarginine (cR10 *) cell-penetrating peptide (CPP) for efficient nonendocytic intracellular delivery. Therefore, PANCID photodimerizers also benefit from nanobodies, such as their high affinities (in the nm or pm range), specificities, and ability to modulate endogenous proteins. Additionally it is demonstrated that the nanobody moiety can be easily replaced with alternative ones, expanding the potential applications. By using PANCIDs, the dynamics of the Tiam1-Rac1 signaling cascade is investigated and made an interesting finding. It is found that Rac1 and Tiam1 exhibit distinct behaviors in this axis, acting as time-resolved "molecular oscillators" that transit between different functions in the signaling cascade when activated either slowly or rapidly.
Collapse
Affiliation(s)
- Chengjian Zhou
- Laboratory of Chemical Biology and Frontier BiotechnologiesThe HIT Center for Life Sciences (HCLS)Harbin Institute of TechnologyHarbin150001P. R. China
- School of Life Science and TechnologyHarbin Institute of TechnologyHarbin150001P. R. China
| | - Huiping He
- Laboratory of Chemical Biology and Frontier BiotechnologiesThe HIT Center for Life Sciences (HCLS)Harbin Institute of TechnologyHarbin150001P. R. China
- School of Life Science and TechnologyHarbin Institute of TechnologyHarbin150001P. R. China
| | - Xi Chen
- Laboratory of Chemical Biology and Frontier BiotechnologiesThe HIT Center for Life Sciences (HCLS)Harbin Institute of TechnologyHarbin150001P. R. China
- School of Life Science and TechnologyHarbin Institute of TechnologyHarbin150001P. R. China
| |
Collapse
|
9
|
Zhang W, Lv Y, Huo F, Yun Y, Yin C. Photoactivation Inducing Multifunctional Coupling of Fluorophore for Efficient Tumor Therapy In Situ. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024:e2314021. [PMID: 38359076 DOI: 10.1002/adma.202314021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 01/25/2024] [Indexed: 02/17/2024]
Abstract
Photoactivatable molecules, with high-precision spatialtemporal control, have largely promoted bioimaging and phototherapy applications of fluorescent dyes. Here, the first photoactivatable sensor (BI) is described that can be triggered by broad excitation light (405-660 nm), which further undergoes intersystem crossing and H-atom transfer processes to forming superoxide anion radicals (O2 -• ) and carbon radicals. Particularly, the photoinduced gain of carbon-centered radicals (BI•) allows for radical-radical coupling to afford the combined crosslink product (BI─BI), which would be oxidized in the presence of O2 -• to produce an extended conjugate system with near infrared emission (820 nm). Besides, the photochemically generated product (Cy─BI) possesses ultra-high photothermal conversion efficiency up to 90.9%, which optimized phototherapy potential. What's more, Western Blot assay reveals that both BI and the photoproduct Cy─BI can efficiently inhibit the expression of CHK1, and the irradiation of BI and Cy─BI further induces apoptosis and ultimately enhances the phototherapeutic effects. Thus, the combination of cell cycle block inducing apoptosis, photodynamic therapy and photothermal therapy treatments significantly suppress solid tumor in vivo antitumor efficacy explorations. This is a novel finding in developing photoactivatable molecules, as well as the broad applicability of photoimaging and phototherapy in tumor-related areas.
Collapse
Affiliation(s)
- Weijie Zhang
- Key Laboratory of Chemical Biology and Molecular Engineering of the Ministry of Education, Institute of Molecular Science, Shanxi University, Taiyuan, 030006, P. R. China
| | - Yunxia Lv
- Key Laboratory of Chemical Biology and Molecular Engineering of the Ministry of Education, Institute of Molecular Science, Shanxi University, Taiyuan, 030006, P. R. China
| | - Fangjun Huo
- Research Institute of Applied Chemistry, Shanxi University, Taiyuan, 030006, P. R. China
| | - Yang Yun
- College of Environment and Resource, Research Center of Environment and Health, Shanxi University, Taiyuan, Shanxi, 030006, P. R. China
| | - Caixia Yin
- Key Laboratory of Chemical Biology and Molecular Engineering of the Ministry of Education, Institute of Molecular Science, Shanxi University, Taiyuan, 030006, P. R. China
| |
Collapse
|
10
|
Mout R, Bretherton RC, Decarreau J, Lee S, Gregorio N, Edman NI, Ahlrichs M, Hsia Y, Sahtoe DD, Ueda G, Sharma A, Schulman R, DeForest CA, Baker D. De novo design of modular protein hydrogels with programmable intra- and extracellular viscoelasticity. Proc Natl Acad Sci U S A 2024; 121:e2309457121. [PMID: 38289949 PMCID: PMC10861882 DOI: 10.1073/pnas.2309457121] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 12/26/2023] [Indexed: 02/01/2024] Open
Abstract
Relating the macroscopic properties of protein-based materials to their underlying component microstructure is an outstanding challenge. Here, we exploit computational design to specify the size, flexibility, and valency of de novo protein building blocks, as well as the interaction dynamics between them, to investigate how molecular parameters govern the macroscopic viscoelasticity of the resultant protein hydrogels. We construct gel systems from pairs of symmetric protein homo-oligomers, each comprising 2, 5, 24, or 120 individual protein components, that are crosslinked either physically or covalently into idealized step-growth biopolymer networks. Through rheological assessment, we find that the covalent linkage of multifunctional precursors yields hydrogels whose viscoelasticity depends on the crosslink length between the constituent building blocks. In contrast, reversibly crosslinking the homo-oligomeric components with a computationally designed heterodimer results in viscoelastic biomaterials exhibiting fluid-like properties under rest and low shear, but solid-like behavior at higher frequencies. Exploiting the unique genetic encodability of these materials, we demonstrate the assembly of protein networks within living mammalian cells and show via fluorescence recovery after photobleaching (FRAP) that mechanical properties can be tuned intracellularly in a manner similar to formulations formed extracellularly. We anticipate that the ability to modularly construct and systematically program the viscoelastic properties of designer protein-based materials could have broad utility in biomedicine, with applications in tissue engineering, therapeutic delivery, and synthetic biology.
Collapse
Affiliation(s)
- Rubul Mout
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Stem Cell Program at Boston Children’s Hospital, Harvard Medical School, Boston, MA02115
| | - Ross C. Bretherton
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Department of Chemical Engineering, University of Washington, Seattle, WA98195
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA98195
- Department of Chemistry, University of Washington, Seattle, WA98195
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA98195
| | - Justin Decarreau
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Sangmin Lee
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Nicole Gregorio
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Department of Chemical Engineering, University of Washington, Seattle, WA98195
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA98195
- Department of Chemistry, University of Washington, Seattle, WA98195
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA98195
| | - Natasha I. Edman
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Molecular and Cellular Biology Graduate Program, University of Washington, Seattle, WA98195
- Medical Scientist Training Program, University of Washington, Seattle, WA98195
| | - Maggie Ahlrichs
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Yang Hsia
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Danny D. Sahtoe
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- HHMI, University of Washington, Seattle, WA98195
| | - George Ueda
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
| | - Alee Sharma
- College of Professional Studies, Northeastern University, Boston, MA02115
| | - Rebecca Schulman
- Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD21218
- Department of Computer Science, Johns Hopkins University, Baltimore, MD21218
| | - Cole A. DeForest
- Institute for Protein Design, University of Washington, Seattle, WA98195
- Department of Bioengineering, University of Washington, Seattle, WA98195
- Department of Chemical Engineering, University of Washington, Seattle, WA98195
- Institute for Stem Cell and Regenerative Medicine, University of Washington, Seattle, WA98195
- Department of Chemistry, University of Washington, Seattle, WA98195
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA98195
| | - David Baker
- Department of Biochemistry, University of Washington, Seattle, WA98195
- Institute for Protein Design, University of Washington, Seattle, WA98195
- HHMI, University of Washington, Seattle, WA98195
| |
Collapse
|
11
|
Andersen DG, Pedersen AB, Jørgensen MH, Montasell MC, Søgaard AB, Chen G, Schroeder A, Andersen GR, Zelikin AN. Chemical Zymogens and Transmembrane Activation of Transcription in Synthetic Cells. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2309385. [PMID: 38009384 DOI: 10.1002/adma.202309385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 11/17/2023] [Indexed: 11/28/2023]
Abstract
In this work, synthetic cells equipped with an artificial signaling pathway that connects an extracellular trigger event to the activation of intracellular transcription are engineered. Learning from nature, this is done via an engineering of responsive enzymes, such that activation of enzymatic activity can be triggered by an external biochemical stimulus. Reversibly deactivated creatine kinase to achieve triggered production of adenosine triphosphate, and a reversibly deactivated nucleic acid polymerase for on-demand synthesis of RNA are engineered. An extracellular, enzyme-activated production of a diffusible zymogen activator is also designed. The key achievement of this work is that the importance of cellularity is illustrated whereby the separation of biochemical partners is essential to resolve their incompatibility, to enable transcription within the confines of a synthetic cell. The herein designed biochemical pathway and the engineered synthetic cells are arguably primitive compared to their natural counterpart. Nevertheless, the results present a significant step toward the design of synthetic cells with responsive behavior, en route from abiotic to life-like cell mimics.
Collapse
Affiliation(s)
| | | | | | | | | | - Gal Chen
- Department of Chemical Engineering, Technion, Haifa, 32000, Israel
| | - Avi Schroeder
- Department of Chemical Engineering, Technion, Haifa, 32000, Israel
| | - Gregers Rom Andersen
- Department of Molecular Biology and Genetics, Aarhus University, Aarhus, 8000, Denmark
| | - Alexander N Zelikin
- iNano Interdisciplinary Nanoscience Center, Aarhus University, Aarhus, 8000, Denmark
- Department of Chemistry, Aarhus University, Aarhus, 8000, Denmark
| |
Collapse
|
12
|
Fumasi FM, MacCulloch T, Bernal-Chanchavac J, Stephanopoulos N, Holloway JL. Using dynamic biomaterials to study the temporal role of bioactive peptides during osteogenesis. BIOMATERIALS ADVANCES 2024; 157:213726. [PMID: 38096646 PMCID: PMC10842892 DOI: 10.1016/j.bioadv.2023.213726] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 11/23/2023] [Accepted: 12/05/2023] [Indexed: 12/26/2023]
Abstract
The extracellular matrix is a highly dynamic environment, and the precise temporal presentation of biochemical signals is critical for regulating cell behavior during development, healing, and disease progression. To mimic this behavior, we developed a modular DNA-based hydrogel platform to enable independent and reversible control over the immobilization of multiple biomolecules during in vitro cell culture. We combined reversible DNA handles with a norbornene-modified hyaluronic acid hydrogel to orthogonally add and remove multiple biomolecule-DNA conjugates at user-defined timepoints. We demonstrated that the persistent presentation of the cell adhesion peptide RGD was required to maintain cell spreading on hyaluronic acid hydrogels. Further, we discovered the delayed presentation of osteogenic growth peptide (OGP) increased alkaline phosphatase activity compared to other temporal variations. This finding is critically important when considering the design of OGP delivery approaches for bone repair. More broadly, this platform provides a unique approach to tease apart the temporal role of multiple biomolecules during development, regeneration, and disease progression.
Collapse
Affiliation(s)
- Fallon M Fumasi
- Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, United States of America
| | - Tara MacCulloch
- Biodesign Center for Molecular Design and Biomimetics, Arizona State University, Tempe, AZ, United States of America; School of Molecular Sciences, Arizona State University, Tempe, AZ, United States of America
| | - Julio Bernal-Chanchavac
- Biodesign Center for Molecular Design and Biomimetics, Arizona State University, Tempe, AZ, United States of America; School of Molecular Sciences, Arizona State University, Tempe, AZ, United States of America.
| | - Nicholas Stephanopoulos
- Biodesign Center for Molecular Design and Biomimetics, Arizona State University, Tempe, AZ, United States of America; School of Molecular Sciences, Arizona State University, Tempe, AZ, United States of America.
| | - Julianne L Holloway
- Chemical Engineering, School for Engineering of Matter, Transport and Energy, Arizona State University, Tempe, AZ, United States of America; Biodesign Center for Molecular Design and Biomimetics, Arizona State University, Tempe, AZ, United States of America.
| |
Collapse
|
13
|
Moghimianavval H, Loi KJ, Hwang SW, Bashirzadeh Y, Liu AP. Light-based juxtacrine signaling between synthetic cells. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.05.574425. [PMID: 38260570 PMCID: PMC10802317 DOI: 10.1101/2024.01.05.574425] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
Abstract
Cell signaling through direct physical cell-cell contacts plays vital roles in biology during development, angiogenesis, and immune response. Intercellular communication mechanisms between synthetic cells constructed from the bottom up are majorly reliant on diffusible chemical signals, thus limiting the range of responses in receiver cells. Engineering contact-dependent signaling between synthetic cells promises to unlock more complicated signaling schemes with different types of responses. Here, we design and demonstrate a light-activated contact-dependent communication tool for synthetic cells. We utilize a split bioluminescent protein to limit signal generation exclusively to contact interfaces of synthetic cells, driving the recruitment of a photoswitchable protein in receiver cells, akin to juxtacrine signaling in living cells. Our modular design not only demonstrates contact-dependent communication between synthetic cells but also provides a platform for engineering orthogonal contact-dependent signaling mechanisms.
Collapse
Affiliation(s)
| | - Kyle J. Loi
- Neuroscience Program, University of Michigan, Ann Arbor, Michigan, 48109, USA
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, USA
| | - Sung-Won Hwang
- Department of Chemical Engineering, University of Michigan, Ann Arbor, Michigan, 48109, USA
| | - Yashar Bashirzadeh
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
| | - Allen P. Liu
- Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, USA
- Cellular and Molecular Biology Program, University of Michigan, Ann Arbor, MI, USA
- Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, USA
- Department of Biophysics, University of Michigan, Ann Arbor, MI, USA
| |
Collapse
|
14
|
Fan R, Aranko AS. Catcher/Tag Toolbox: Biomolecular Click-Reactions For Protein Engineering Beyond Genetics. Chembiochem 2024; 25:e202300600. [PMID: 37851860 DOI: 10.1002/cbic.202300600] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Revised: 10/18/2023] [Accepted: 10/18/2023] [Indexed: 10/20/2023]
Abstract
Manipulating protein architectures beyond genetic control has attracted widespread attention. Catcher/Tag systems enable highly specific conjugation of proteins in vivo and in vitro via an isopeptide-bond. They provide efficient, robust, and irreversible strategies for protein conjugation and are simple yet powerful tools for a variety of applications in enzyme industry, vaccines, biomaterials, and cellular applications. Here we summarize recent development of the Catcher/Tag toolbox with a particular emphasis on the design of Catcher/Tag pairs targeted for specific applications. We cover the current limitations of the Catcher/Tag systems and discuss the pH sensitivity of the reactions. Finally, we conclude some of the future directions in the development of this versatile protein conjugation method and envision that improved control over inducing the ligation reaction will further broaden the range of applications.
Collapse
Affiliation(s)
- Ruxia Fan
- Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16100, 02150, Espoo, Finland
| | - A Sesilja Aranko
- Department of Bioproducts and Biosystems, School of Chemical Engineering, Aalto University, P.O. Box 16100, 02150, Espoo, Finland
| |
Collapse
|
15
|
DeForest CA, Kirkpatrick BE, Anseth KS. Engineering Native Biological Complexity from the Inside-out and Outside-in. NATURE CHEMICAL ENGINEERING 2024; 1:2-5. [PMID: 39015819 PMCID: PMC11250688 DOI: 10.1038/s44286-023-00013-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/18/2024]
Abstract
Focusing on engineering control over cell function and fate, this article examines the critical balance of 'outside-in' and 'inside-ouť signaling in tissue development and regeneration. It highlights emerging strategies to manipulate these interactions, including biomaterial design and synthetic biology to influence this delicate equilibrium and fine tune cellular responses.
Collapse
Affiliation(s)
- Cole A. DeForest
- Department of Chemical Engineering, University of Washington, Seattle, WA 98195, USA
- Department of Bioengineering, University of Washington, Seattle, WA 98195, USA
- Department of Chemistry, University of Washington, Seattle, WA 98195, USA
- Institute of Stem Cell & Regenerative Medicine, University of Washington, Seattle, WA 98109, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle, WA 98195, USA
- Institute for Protein Design, University of Washington, Seattle, WA 98195, USA
| | - Bruce E. Kirkpatrick
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, CO 80303, USA
- The BioFrontiers Institute, University of Colorado, Boulder, CO 80303, USA
- Medical Scientist Training Program, School of Medicine, University of Colorado, Aurora, CO 80045, USA
| | - Kristi S. Anseth
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, CO 80303, USA
- The BioFrontiers Institute, University of Colorado, Boulder, CO 80303, USA
- Materials Science and Engineering Program, University of Colorado, Boulder, CO 80303, USA
| |
Collapse
|
16
|
Gharios R, Francis RM, DeForest CA. Chemical and Biological Engineering Strategies to Make and Modify Next-Generation Hydrogel Biomaterials. MATTER 2023; 6:4195-4244. [PMID: 38313360 PMCID: PMC10836217 DOI: 10.1016/j.matt.2023.10.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
There is a growing interest in the development of technologies to probe and direct in vitro cellular function for fundamental organoid and stem cell biology, functional tissue and metabolic engineering, and biotherapeutic formulation. Recapitulating many critical aspects of the native cellular niche, hydrogel biomaterials have proven to be a defining platform technology in this space, catapulting biological investigation from traditional two-dimensional (2D) culture into the 3D world. Seeking to better emulate the dynamic heterogeneity characteristic of all living tissues, global efforts over the last several years have centered around upgrading hydrogel design from relatively simple and static architectures into stimuli-responsive and spatiotemporally evolvable niches. Towards this end, advances from traditionally disparate fields including bioorthogonal click chemistry, chemoenzymatic synthesis, and DNA nanotechnology have been co-opted and integrated to construct 4D-tunable systems that undergo preprogrammed functional changes in response to user-defined inputs. In this Review, we highlight how advances in synthetic, semisynthetic, and bio-based chemistries have played a critical role in the triggered creation and customization of next-generation hydrogel biomaterials. We also chart how these advances stand to energize the translational pipeline of hydrogels from bench to market and close with an outlook on outstanding opportunities and challenges that lay ahead.
Collapse
Affiliation(s)
- Ryan Gharios
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
| | - Ryan M. Francis
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
| | - Cole A. DeForest
- Department of Chemical Engineering, University of Washington, Seattle WA 98105, USA
- Department of Bioengineering, University of Washington, Seattle WA 98105, USA
- Department of Chemistry, University of Washington, Seattle WA 98105, USA
- Institute of Stem Cell & Regenerative Medicine, University of Washington, Seattle WA 98109, USA
- Molecular Engineering & Sciences Institute, University of Washington, Seattle WA 98105, USA
- Institute for Protein Design, University of Washington, Seattle WA 98105, USA
| |
Collapse
|
17
|
Rahikainen R, Vester SK, Turkki P, Janosko CP, Deiters A, Hytönen VP, Howarth M. Visible Light-Induced Specific Protein Reaction Delineates Early Stages of Cell Adhesion. J Am Chem Soc 2023; 145:24459-24465. [PMID: 38104267 PMCID: PMC10655181 DOI: 10.1021/jacs.3c07827] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2023] [Revised: 10/24/2023] [Accepted: 10/25/2023] [Indexed: 12/19/2023]
Abstract
Light is well-established for control of bond breakage but not for control of specific bond formation in complex environments. We previously engineered the diffusion-limited reactivity of the SpyTag003 peptide with its protein partner SpyCatcher003 through spontaneous isopeptide bond formation. This system enables precise and irreversible assembly of biological building blocks with applications from biomaterials to vaccines. Here we establish a system for the rapid control of this amide bond formation with visible light. We have generated a caged SpyCatcher003, which allows light triggering of covalent bond formation to SpyTag003 in mammalian cells. Photocaging is achieved through site-specific incorporation of an unnatural coumarin-lysine at the reactive site of SpyCatcher003. We showed a uniform specific reaction in cell lysate upon light activation. We then used the spatiotemporal precision of a 405 nm confocal laser for uncaging in seconds, probing the earliest events in mechanotransduction by talin, the key force sensor between the cytoskeleton and the extracellular matrix. Reconstituting talin induced rapid biphasic extension of lamellipodia, revealing the kinetics of talin-regulated cell spreading and polarization. Thereafter we determined the hierarchy of the recruitment of key components for cell adhesion. Precise control over site-specific protein reaction with visible light creates diverse opportunities for cell biology and nanoassembly.
Collapse
Affiliation(s)
- Rolle Rahikainen
- Faculty
of Medicine and Health Technology, Tampere
University, Arvo Ylpön katu 34, 33520 Tampere, Finland
- Fimlab
Laboratories, Biokatu 4, 33520 Tampere, Finland
| | - Susan K. Vester
- Department
of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K.
| | - Paula Turkki
- Faculty
of Medicine and Health Technology, Tampere
University, Arvo Ylpön katu 34, 33520 Tampere, Finland
- Fimlab
Laboratories, Biokatu 4, 33520 Tampere, Finland
| | - Chasity P. Janosko
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Alexander Deiters
- Department
of Chemistry, University of Pittsburgh, Pittsburgh, Pennsylvania 15260, United States
| | - Vesa P. Hytönen
- Faculty
of Medicine and Health Technology, Tampere
University, Arvo Ylpön katu 34, 33520 Tampere, Finland
- Fimlab
Laboratories, Biokatu 4, 33520 Tampere, Finland
| | - Mark Howarth
- Department
of Biochemistry, University of Oxford, South Parks Road, Oxford OX1 3QU, U.K.
- Department
of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge CB2 1PD, U.K.
| |
Collapse
|
18
|
Liang LJ, Wang Y, Hua X, Yuan R, Xia Q, Wang R, Li C, Chu GC, Liu L, Li YM. Cell-Permeable Stimuli-Responsive Ubiquitin Probe for Time-Resolved Monitoring of Substrate Ubiquitination in Live Cells. JACS AU 2023; 3:2873-2882. [PMID: 37885572 PMCID: PMC10598832 DOI: 10.1021/jacsau.3c00421] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 09/16/2023] [Accepted: 09/18/2023] [Indexed: 10/28/2023]
Abstract
Dynamic monitoring of intracellular ubiquitin (Ub) conjugates is instrumental to understanding the Ub regulatory machinery. Although many biochemical approaches have been developed to characterize protein ubiquitination, chemical tools capable of temporal resolution probing of ubiquitination events remain to be developed. Here, we report the development of the first cell-permeable and stimuli-responsive Ub probe and its application for the temporal resolution profiling of ubiquitinated substrates in live cells. The probe carrying the photolabile group N-(2-nitrobenzyl)-Gly (Nbg) on the amide bond between Ub Gly75 and Gly76 is readily prepared through chemical synthesis and can be delivered to live cells by conjugation via a disulfide bond with the cyclic cell-penetrating peptide cR10D (i.e., 4-((4-(dimethylamino)phenyl)-azo)-benzoic acid-modified cyclic deca-arginine). Both in vitro and in vivo experiments showed that Ub-modifying enzymes (E1, E2s, and E3s) could not install the Ub probe onto substrate proteins prior to removal of the nitrobenzyl group, which was easily accomplished via photoirradiation. The utility and practicality of this probe were exemplified by the time-resolved biochemical and proteomic investigation of ubiquitination events in live cells during a H2O2-mediated oxidative stress response. This work shows a conceptually new family of chemical Ub tools for the time-resolved studies on dynamic protein ubiquitination in different biological processes and highlights the utility of modern chemical protein synthesis in obtaining custom-designed tools for biological studies.
Collapse
Affiliation(s)
- Lu-Jun Liang
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
- Center for BioAnalytical Chemistry, Hefei National Laboratory of Physical Science at Microscale, University of Science and Technology of China, Hefei 230026, China
| | - Yu Wang
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
| | - Xiao Hua
- Department of Chemistry, University of Science and Technology of China, Hefei 230026, China
| | - Rujing Yuan
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
| | - Qiong Xia
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
| | - Rongtian Wang
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
| | - Chuntong Li
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
- Center for BioAnalytical Chemistry, Hefei National Laboratory of Physical Science at Microscale, University of Science and Technology of China, Hefei 230026, China
| | - Guo-Chao Chu
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Lei Liu
- Tsinghua-Peking Center for Life Sciences, Ministry of Education Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Center for Synthetic and Systems Biology, Department of Chemistry, Tsinghua University, Beijing 100084, China
- Center for BioAnalytical Chemistry, Hefei National Laboratory of Physical Science at Microscale, University of Science and Technology of China, Hefei 230026, China
| | - Yi-Ming Li
- School of Food and Biological Engineering, Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei 230009, China
| |
Collapse
|
19
|
Yao Y, McFadden ME, Luo SM, Barber RW, Kang E, Bar-Zion A, Smith CAB, Jin Z, Legendre M, Ling B, Malounda D, Torres A, Hamza T, Edwards CER, Shapiro MG, Robb MJ. Remote control of mechanochemical reactions under physiological conditions using biocompatible focused ultrasound. Proc Natl Acad Sci U S A 2023; 120:e2309822120. [PMID: 37725651 PMCID: PMC10523651 DOI: 10.1073/pnas.2309822120] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/01/2023] [Indexed: 09/21/2023] Open
Abstract
External control of chemical reactions in biological settings with spatial and temporal precision is a grand challenge for noninvasive diagnostic and therapeutic applications. While light is a conventional stimulus for remote chemical activation, its penetration is severely attenuated in tissues, which limits biological applicability. On the other hand, ultrasound is a biocompatible remote energy source that is highly penetrant and offers a wide range of functional tunability. Coupling ultrasound to the activation of specific chemical reactions under physiological conditions, however, remains a challenge. Here, we describe a synergistic platform that couples the selective mechanochemical activation of mechanophore-functionalized polymers with biocompatible focused ultrasound (FUS) by leveraging pressure-sensitive gas vesicles (GVs) as acousto-mechanical transducers. The power of this approach is illustrated through the mechanically triggered release of covalently bound fluorogenic and therapeutic cargo molecules from polymers containing a masked 2-furylcarbinol mechanophore. Molecular release occurs selectively in the presence of GVs upon exposure to FUS under physiological conditions. These results showcase the viability of this system for enabling remote control of specific mechanochemical reactions with spatiotemporal precision in biologically relevant settings and demonstrate the translational potential of polymer mechanochemistry.
Collapse
Affiliation(s)
- Yuxing Yao
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Molly E. McFadden
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Stella M. Luo
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Ross W. Barber
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Elin Kang
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Avinoam Bar-Zion
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Cameron A. B. Smith
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Zhiyang Jin
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA91125
| | - Mark Legendre
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Bill Ling
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Dina Malounda
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Andrea Torres
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Tiba Hamza
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Chelsea E. R. Edwards
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| | - Mikhail G. Shapiro
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
- Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA91125
- HHMI, Pasadena, CA91125
| | - Maxwell J. Robb
- Division of Chemistry and Chemical Engineering, California Institute of Technology, Pasadena, CA91125
| |
Collapse
|
20
|
Francis RM, DeForest CA. 4D Biochemical Photocustomization of Hydrogel Scaffolds for Biomimetic Tissue Engineering. ACCOUNTS OF MATERIALS RESEARCH 2023; 4:704-715. [PMID: 39071987 PMCID: PMC11271249 DOI: 10.1021/accountsmr.3c00062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/30/2024]
Abstract
Programmable engineered tissues and the materials that support them are instrumental to the development of next-generation therapeutics and gaining new understanding of human biology. Toward these ends, recent years have brought a growing emphasis on the creation of "4D" hydrogel culture platforms-those that can be customized in 3D space and on demand over time. Many of the most powerful 4D-tunable biomaterials are photochemically regulated, affording users unmatched spatiotemporal modulation through high-yielding, synthetically tractable, and cytocompatible reactions. Precise physicochemical manipulation of gel networks has given us the ability to drive critical changes in cell fate across a diverse range of distance and time scales, including proliferation, migration, and differentiation through user-directed intracellular and intercellular signaling. This Account provides a survey of the numerous creative approaches taken by our lab and others to recapitulate the dynamically heterogeneous biochemistry underpinning in vivo extracellular matrix (ECM)-cell interactions via light-based network (de)decoration with biomolecules (e.g., peptides, proteins) and in situ protein activation/generation. We believe the insights gained from these studies can motivate disruptive improvements to emerging technologies, including low-variability organoid generation and culture, high-throughput drug screening, and personalized medicine. As photolithography and chemical modification strategies continue to mature, access to and control over new and increasingly complex biological pathways are being unlocked. The earliest hydrogel photopatterning efforts selectively encapsulated bioactive peptides and drugs into rudimentary gel volumes. Through continued exploration and refinement, next-generation materials now boast reversible, multiplexed, and/or Boolean logic-based biomolecule presentation, as well as functional activation at subcellular resolutions throughout 3D space. Lithographic hardware and software technologies, particularly those enabling image-guided patterning, allow researchers to precisely replicate complex biological structures within engineered tissue environments. The advent of bioorthogonal click chemistries has expanded 4D tissue engineering toolkits, permitting diverse constructs to be independently customized in the vicinity of any cell that is amenable to hydrogel-based culture. Additionally, the adoption of modern protein engineering techniques including genetic code expansion and chemoenzymatic alteration provides a roadmap toward site-specific modification of nearly any recombinant or isolated protein, affording installation of photoreactive and click handles without sacrificing their bioactivity. While the established bind, release, (de)activate paradigm in hydrogel photolithography continues to thrive alongside these modern engineering techniques, new studies are also demonstrating photocontrol of more complex or nonclassical operations, including engineered material-microorganism interfaces and functional protein photoassembly. Such creative approaches offer exciting new avenues for the field, including spatial control of on-demand biomolecule production from cellular depots and patterned bioactivity using a growing array of split protein pairs. Taken together, these technologies provide the foundation for truly biomimetic photopatterning of engineered tissues.
Collapse
Affiliation(s)
- Ryan M Francis
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98105, United States
| | - Cole A DeForest
- Department of Chemical Engineering, University of Washington, Seattle, Washington 98105, United States; Department of Bioengineering, Department of Chemistry, Institute of Stem Cell & Regenerative Medicine, Molecular Engineering & Sciences Institute, and Institute for Protein Design, University of Washington, Seattle, Washington 98105, United States
| |
Collapse
|
21
|
Wu KL, Bretherton RC, Davis J, DeForest CA. Pharmacological regulation of protein-polymer hydrogel stiffness. RSC Adv 2023; 13:24487-24490. [PMID: 37588975 PMCID: PMC10426327 DOI: 10.1039/d3ra04046a] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2023] [Accepted: 08/07/2023] [Indexed: 08/18/2023] Open
Abstract
The extracellular matrix (ECM) undergoes constant physiochemical change. User-programmable biomaterials afford exciting opportunities to study such dynamic processes in vitro. Herein, we introduce a protein-polymer hydrogel whose stiffness can be pharmacologically and reversibly regulated with conventional antibiotics. Specifically, a coumermycin-mediated homodimerization of gel-tethered DNA gyrase subunit B (GyrB) creates physical crosslinking and a rheological increase in hydrogel mechanics, while competitive displacement of coumermycin with novobiocin returns the material to its softened state. These unique platforms could potentially be modulated in vivo and are expected to prove useful in elucidating the effects of ECM-presented mechanical signals on cell function.
Collapse
Affiliation(s)
- Kun-Lin Wu
- Department of Chemical Engineering, University of Washington (UW) Seattle WA 98105 USA
| | - Ross C Bretherton
- Department of Bioengineering, UW Seattle WA 98105 USA
- Institute for Stem Cell & Regenerative Medicine, UW Seattle WA 98109 USA
| | - Jennifer Davis
- Department of Bioengineering, UW Seattle WA 98105 USA
- Institute for Stem Cell & Regenerative Medicine, UW Seattle WA 98109 USA
- Center for Cardiovascular Biology, UW Seattle WA 98109 USA
- Department of Laboratory Medicine & Pathology, UW Seattle WA 98109 USA
| | - Cole A DeForest
- Department of Chemical Engineering, University of Washington (UW) Seattle WA 98105 USA
- Department of Bioengineering, UW Seattle WA 98105 USA
- Department of Laboratory Medicine & Pathology, UW Seattle WA 98109 USA
- Department of Chemistry, UW Seattle WA 98105 USA
- Molecular Engineering & Sciences Institute, UW Seattle WA 98109 USA
- Institute for Protein Design, UW Seattle WA 98105 USA
| |
Collapse
|
22
|
Rahikainen R, Vester SK, Turkki P, Janosko CP, Deiters A, Hytönen VP, Howarth M. Visible light-induced specific protein reaction delineates early stages of cell adhesion. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.21.549850. [PMID: 37503248 PMCID: PMC10370186 DOI: 10.1101/2023.07.21.549850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
Light is well established for control of bond breakage, but not for control of specific bond formation in complex environments. We previously engineered diffusion-limited reactivity of SpyTag003 peptide with its protein partner SpyCatcher003 through spontaneous transamidation. This system enables precise and irreversible assembly of biological building blocks, with applications from biomaterials to vaccines. Here, we establish a system for rapid control of this amide bond formation with visible light. We have generated a caged SpyCatcher003, which allows light triggering of covalent bond formation to SpyTag003 in mammalian cells. Photocaging is achieved through site-specific incorporation of an unnatural coumarin-lysine at the reactive site of SpyCatcher003. We showed uniform specific reaction in cell lysate upon light activation. We then used the spatiotemporal precision of a 405 nm confocal laser for uncaging in seconds, probing the earliest events in mechanotransduction by talin, the key force sensor between the cytoskeleton and extracellular matrix. Reconstituting talin induced rapid biphasic extension of lamellipodia, revealing the kinetics of talin-regulated cell spreading and polarization. Thereafter we determined the hierarchy of recruitment of key components for cell adhesion. Precise control over site-specific protein reaction with visible light creates diverse opportunities for cell biology and nanoassembly.
Collapse
Affiliation(s)
- Rolle Rahikainen
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, 33520, Tampere, Finland and Fimlab Laboratories, Biokatu 4, 33520, Tampere, Finland
| | - Susan K. Vester
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
- Current address: Randall Centre for Cell and Molecular Biophysics, King’s College London, New Hunt’s House, London, SE1 1UL, UK
| | - Paula Turkki
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, 33520, Tampere, Finland and Fimlab Laboratories, Biokatu 4, 33520, Tampere, Finland
| | - Chasity P. Janosko
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, United States
| | - Alexander Deiters
- Department of Chemistry, University of Pittsburgh, Pittsburgh, PA 15260, United States
| | - Vesa P. Hytönen
- Faculty of Medicine and Health Technology, Tampere University, Arvo Ylpön katu 34, 33520, Tampere, Finland and Fimlab Laboratories, Biokatu 4, 33520, Tampere, Finland
| | - Mark Howarth
- Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, UK
- Department of Pharmacology, University of Cambridge, Tennis Court Road, Cambridge, CB2 1PD, UK
| |
Collapse
|
23
|
Fumasi FM, MacCulloch T, Bernal-Chanchavac J, Stephanopoulos N, Holloway JL. Using dynamic biomaterials to study the temporal role of osteogenic growth peptide during osteogenesis. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.19.549767. [PMID: 37502890 PMCID: PMC10370201 DOI: 10.1101/2023.07.19.549767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
The extracellular matrix is a highly dynamic environment, and the precise temporal presentation of biochemical signals is critical for regulating cell behavior during development, healing, and disease progression. To mimic this behavior, we developed a modular DNA-based hydrogel platform to enable independent and reversible control over the immobilization of multiple biomolecules during in vitro cell culture. We combined reversible DNA handles with a norbornene-modified hyaluronic acid hydrogel to orthogonally add and remove multiple biomolecule-DNA conjugates at user-defined timepoints. We demonstrated that the persistent presentation of the cell adhesion peptide RGD was required to maintain cell spreading on hyaluronic acid hydrogels. Further, we discovered the delayed presentation of osteogenic growth peptide (OGP) increased alkaline phosphatase activity compared to other temporal variations. This finding is critically important when considering the design of OGP delivery approaches for bone repair. More broadly, this platform provides a unique approach to tease apart the temporal role of multiple biomolecules during development, regeneration, and disease progression.
Collapse
|