1
|
Wang Y, Sun L, Xuan W. Genetically Encoded Fluorescent and Bioluminescent Probes for HDAC8. Chembiochem 2025; 26:e202500096. [PMID: 40045791 DOI: 10.1002/cbic.202500096] [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: 01/31/2025] [Revised: 03/02/2025] [Indexed: 03/15/2025]
Abstract
Protein-based probes constructed via genetically encoding acetyl lysine (AcK) or its close analogs represent an important way to detect protein lysine deacetylases. Existing reported probes exhibit excellent sensitivity to NAD+-dependent sirtuins but lack responsiveness to Zn2+-dependent histone deacetylases (HDACs). Herein, we reformed the probe design by replacing the genetically encoded AcK with trifluoroacetyl lysine (TfAcK) and generated fluorescent and bioluminescent probes that could respond specifically to HDAC8 recombinantly expressed in E. coli and to endogenous HDACs in mammalian cells. We believe these probes would benefit the biological investigation of HDAC8 and promisingly some other HDACs, as well as the discovery of innovative HDAC inhibitors.
Collapse
Affiliation(s)
- Ying Wang
- State Key Lab of Synthetic Biology, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Lin Sun
- State Key Lab of Synthetic Biology, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| | - Weimin Xuan
- State Key Lab of Synthetic Biology, School of Life Sciences, Faculty of Medicine, Tianjin University, Tianjin, 300072, China
| |
Collapse
|
2
|
Vannier C, Galli T. SNARE-Mediated Membrane Fusion Probed Using a Synthetic Organelle in the Living Bacterium. Methods Mol Biol 2025; 2887:263-280. [PMID: 39806161 DOI: 10.1007/978-1-0716-4314-3_19] [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] [Indexed: 01/16/2025]
Abstract
Studies on the mechanisms and regulation of functional assemblies of SNARE proteins mediating membrane fusion essentially make use of recombinant proteins and artificial phospholipid bilayers. We have developed an easy-to-use in vivo system reconstituting membrane fusion in living bacteria. It relies on the formation of caveolin-dependent intracytoplasmic cisternae followed by the controlled synthesis of members of the synaptic SNARE machinery. Only when a SNARE complex is formed with its intact components does the docking and subsequent fusion occur between the cisternae and the plasma membrane that is accompanied by the disappearance of the former. The phenotypic response of the bacterial cell to fusion events is a remarkable increase in cell body length due to an expansion of the plasma membrane. Therefore, such an easy-to-observe phenotype makes this system amenable to structure-function studies of SNAREs. We describe here the specific ways to produce caveolin and the SNARE proteins from compatible plasmids upon bacterial transformation and to obtain the elongated cell phenotype. We also provide protocols to carry out the preparation of cell culture samples suitable for biochemical and light microscopy analysis.
Collapse
Affiliation(s)
- Christian Vannier
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Paris, France.
| | - Thierry Galli
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Paris, France.
- GHU-Paris Psychiatrie et Neurosciences, Hôpital Sainte Anne, Paris, France.
| |
Collapse
|
3
|
Wang Y, Ji Y, Sun L, Huang Z, Ye S, Xuan W. A Sirtuin-Dependent T7 RNA Polymerase Variant. ACS Synth Biol 2024; 13:54-60. [PMID: 38117980 DOI: 10.1021/acssynbio.3c00607] [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] [Indexed: 12/22/2023]
Abstract
Transcriptional regulation is of great significance for cells to maintain homeostasis and, meanwhile, represents an innovative but less explored means to control biological processes in synthetic biology and bioengineering. Herein we devised a T7 RNA polymerase (T7RNAP) variant through replacing an essential lysine located in the catalytic core (K631) with Nε-acetyl-l-lysine (AcK) via genetic code expansion. This T7RNAP variant requires the deacetylase activity of NAD-dependent sirtuins to recover its enzymatic activities and thereby sustains sirtuin-dependent transcription of the gene of interest in live cells including bacteria and mammalian cells as well as in in vitro systems. This T7RNAP variant could link gene transcription to sirtuin expression and NAD availability, thus holding promise to support some relevant research.
Collapse
Affiliation(s)
- Yongan Wang
- Frontiers Science Center for Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin 300072, China
| | - Yanli Ji
- State Key Laboratory and Institute of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| | - Lin Sun
- Frontiers Science Center for Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin 300072, China
| | - Zhifen Huang
- Frontiers Science Center for Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin 300072, China
| | - Sheng Ye
- Frontiers Science Center for Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin 300072, China
| | - Weimin Xuan
- Frontiers Science Center for Synthetic Biology, Tianjin Key Laboratory of Function and Application of Biological Macromolecular Structures, School of Life Sciences, Tianjin University, Tianjin 300072, China
- State Key Laboratory and Institute of Elemento-Organic Chemistry, College of Chemistry, Nankai University, Tianjin 300071, China
| |
Collapse
|
4
|
Sharma C, Donu D, Curry AM, Barton E, Cen Y. Multifunctional activity-based chemical probes for sirtuins. RSC Adv 2023; 13:11771-11781. [PMID: 37063743 PMCID: PMC10103746 DOI: 10.1039/d3ra02133e] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2023] [Accepted: 04/07/2023] [Indexed: 04/18/2023] Open
Abstract
The sirtuin family of NAD+-dependent protein deacylases has gained significant attention during the last two decades, owing to their unique enzymatic activities as well as their critical roles in a broad array of cellular events. Innovative chemical probes are heavily pursued for the functional annotation and pharmacological perturbation of this group of "eraser" enzymes. We have developed several series of activity-based chemical probes (ABPs) to interrogate the functional state of active sirtuins in complex biological samples. They feature a simple Ala-Ala-Lys tripeptide backbone with a thioacyl "warhead", a photoaffinity group (benzophenone or diazirine), and a bioorthogonal group (terminal alkyne or azido) for conjugation to reporters. When applied in a comparative fashion, these probes reveal the changes of active sirtuin contents under different physiological conditions. Additionally, they can also be utilized in a competitive manner for inhibitor discovery. The Nobel-winning "click" conjugation to a fluorophore allows the visualization of the active enzymes, while the covalent adduct to a biotin leads to the affinity capture of the protein of interest. Furthermore, the "clickable" tag enables the easy access to proteolysis targeting chimeras (PROTACs) that effectively degrade human SIRT2 in HEK293 cells, albeit at micromolar concentrations. These small molecule probes offer unprecedented opportunities to investigate the biological functions and physiological relevance of the sirtuin family.
Collapse
Affiliation(s)
- Chiranjeev Sharma
- Department of Medicinal Chemistry, Virginia Commonwealth University Richmond VA 23219 USA +1-804-828-7405
| | - Dickson Donu
- Department of Medicinal Chemistry, Virginia Commonwealth University Richmond VA 23219 USA +1-804-828-7405
| | - Alyson M Curry
- Department of Medicinal Chemistry, Virginia Commonwealth University Richmond VA 23219 USA +1-804-828-7405
| | - Elizabeth Barton
- Department of Medicinal Chemistry, Virginia Commonwealth University Richmond VA 23219 USA +1-804-828-7405
| | - Yana Cen
- Department of Medicinal Chemistry, Virginia Commonwealth University Richmond VA 23219 USA +1-804-828-7405
- Institute for Structural Biology, Drug Discovery and Development, Virginia Commonwealth University Richmond VA 23219 USA
| |
Collapse
|
5
|
Ferreras S, Singh NP, Le Borgne R, Bun P, Binz T, Parton RG, Verbavatz JM, Vannier C, Galli T. A synthetic organelle approach to probe SNARE-mediated membrane fusion in a bacterial host. J Biol Chem 2023; 299:102974. [PMID: 36738791 PMCID: PMC10011478 DOI: 10.1016/j.jbc.2023.102974] [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: 08/02/2022] [Revised: 01/20/2023] [Accepted: 01/23/2023] [Indexed: 02/05/2023] Open
Abstract
In vivo and in vitro assays, particularly reconstitution using artificial membranes, have established the role of synaptic soluble N-Ethylmaleimide-sensitive attachment protein receptors (SNAREs) VAMP2, Syntaxin-1A, and SNAP-25 in membrane fusion. However, using artificial membranes requires challenging protein purifications that could be avoided in a cell-based assay. Here, we developed a synthetic biological approach based on the generation of membrane cisternae by the integral membrane protein Caveolin in Escherichia coli and coexpression of SNAREs. Syntaxin-1A/SNAP-25/VAMP-2 complexes were formed and regulated by SNARE partner protein Munc-18a in the presence of Caveolin. Additionally, Syntaxin-1A/SNAP-25/VAMP-2 synthesis provoked increased length of E. coli only in the presence of Caveolin. We found that cell elongation required SNAP-25 and was inhibited by tetanus neurotoxin. This elongation was not a result of cell division arrest. Furthermore, electron and super-resolution microscopies showed that synaptic SNAREs and Caveolin coexpression led to the partial loss of the cisternae, suggesting their fusion with the plasma membrane. In summary, we propose that this assay reconstitutes membrane fusion in a simple organism with an easy-to-observe phenotype and is amenable to structure-function studies of SNAREs.
Collapse
Affiliation(s)
- Soledad Ferreras
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM, Membrane Traffic in Healthy & Diseased Brain, Paris, France
| | - Neha Pratap Singh
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM, Membrane Traffic in Healthy & Diseased Brain, Paris, France
| | - Remi Le Borgne
- Université Paris Cité, CNRS, UMR7592, Institut Jacques Monod, Paris, France
| | - Philippe Bun
- Université Paris Cité, NeurImag, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Paris, France
| | - Thomas Binz
- Institute of Cell Biochemistry, Hannover Medical School, Hannover, Germany
| | - Robert G Parton
- The University of Queensland, Institute for Molecular Bioscience and Centre for Microscopy and Microanalysis, Qld, Brisbane, Australia
| | | | - Christian Vannier
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM, Membrane Traffic in Healthy & Diseased Brain, Paris, France.
| | - Thierry Galli
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM, Membrane Traffic in Healthy & Diseased Brain, Paris, France; GHU Paris psychiatrie neurosciences, Paris, France.
| |
Collapse
|
6
|
Ren C, Wu Q, Xiao R, Ji Y, Yang X, Zhang Z, Qin H, Ma JA, Xuan W. Expanding the Scope of Genetically Encoded Lysine PTMs with Lactylation, β-Hydroxybutyrylation and Lipoylation. Chembiochem 2022; 23:e202200302. [PMID: 35906721 DOI: 10.1002/cbic.202200302] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/26/2022] [Indexed: 11/08/2022]
Abstract
Post-translational modifications (PTMs) occurring on lysine residues, especially diverse forms of acylations, have seen rapid growth over the past two decades. Among them, lactylation and β-hydroxybutyrylation of lysine side-chains are newly identified histone marks and their implications in physiology and diseases have aroused broad research interest. Meanwhile, lysine lipoylation is highly conserved in diverse organisms and well known for the pivotal role in central metabolic pathways, and recent findings in the proteomic profiling of protein lipoylation have nonetheless suggested a pressing need for an extensive investigation. For both basic and applied research, it is highly necessary to prepare PTM-bearing proteins particularly in a site-specific manner. Herein, we use genetic code expansion to site-specifically generate these lysine PTMs, including lactylation, β-hydroxybutyrylation and lipoylation in proteins in E. coli and mammalian cells. Notably using strategies including activity-based selection, screening and rational design, unique pyrrolysyl-tRNA synthetase variants were successfully evolved for each of the three non-canonical amino acids and enable efficient production of recombinant proteins, thus holding promise to benefit relevant studies. Through encoding these ncAAs, we examined the deacylase activities of mammalian sirtuins to these modifications, and importantly unfold lipoamidase activity of several sirtuins.
Collapse
Affiliation(s)
- Conghui Ren
- Nankai University College of Chemistry, Chemistry, CHINA
| | - Qifan Wu
- Nankai University College of Chemistry, Chemistry, CHINA
| | - Ruotong Xiao
- Nankai University College of Chemistry, chemistry, CHINA
| | - Yanli Ji
- Nankai University College of Chemistry, chemistry, CHINA
| | - Xiaochen Yang
- Nankai University College of Chemistry, chemistry, CHINA
| | - Zhuo Zhang
- Chinese Academy of Sciences Dalian Institute of Chemical Physics, CAS Key Laboratory of Separation Science for Analytical Chemistry, CHINA
| | - Hongqiang Qin
- Chinese Academy of Sciences Dalian Institute of Chemical Physics, CAS Key Laboratory of Separation Science for Analytical Chemistry, CHINA
| | - Jun-An Ma
- Tianjin University, Chemistry, CHINA
| | - Weimin Xuan
- Tianjin University, School of Life Sciences, 92 Weijing Road, 300072, Tianjin, CHINA
| |
Collapse
|
7
|
Hendler A, Akiva E, Sandhu M, Goldberg D, Arbely E, Jackson CJ, Aharoni A. Human SIRT1 Multispecificity Is Modulated by Active-Site Vicinity Substitutions during Natural Evolution. Mol Biol Evol 2021; 38:545-556. [PMID: 32956445 PMCID: PMC7826192 DOI: 10.1093/molbev/msaa244] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Many enzymes that catalyze protein post-translational modifications can specifically modify multiple target proteins. However, little is known regarding the molecular basis and evolution of multispecificity in these enzymes. Here, we used a combined bioinformatics and experimental approaches to investigate the evolution of multispecificity in the sirtuin-1 (SIRT1) deacetylase. Guided by bioinformatics analysis of SIRT1 orthologs and substrates, we identified and examined important amino acid substitutions that have occurred during the evolution of sirtuins in Metazoa and Fungi. We found that mutation of human SIRT1 at these positions, based on sirtuin orthologs from Fungi, could alter its substrate specificity. These substitutions lead to reduced activity toward K382 acetylated p53 protein, which is only present in Metazoa, without affecting the high activity toward the conserved histone substrates. Results from ancestral sequence reconstruction are consistent with a model in which ancestral sirtuin proteins exhibited multispecificity, suggesting that the multispecificity of some metazoan sirtuins, such as hSIRT1, could be a relatively ancient trait.
Collapse
Affiliation(s)
- Adi Hendler
- Department of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Eyal Akiva
- Department of Bioengineering and Therapeutic Sciences, University of California, San Francisco, CA
| | - Mahakaran Sandhu
- Research School of Chemistry, Australian National University, Acton, ACT, Australia
| | - Dana Goldberg
- Department of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Eyal Arbely
- Department of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,Department of Chemistry, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| | - Colin J Jackson
- Research School of Chemistry, Australian National University, Acton, ACT, Australia
| | - Amir Aharoni
- Department of Life Sciences, Ben-Gurion University of the Negev, Be'er Sheva, Israel.,National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Be'er Sheva, Israel
| |
Collapse
|
8
|
Ji Y, Ren C, Miao H, Pang Z, Xiao R, Yang X, Xuan W. Genetically encoding ε-N-benzoyllysine in proteins. Chem Commun (Camb) 2021; 57:1798-1801. [DOI: 10.1039/d0cc07954e] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Genetically encoding BzK can facilitate the biological investigation of the recently discovered protein PTM lysine ε-N-benzoylation.
Collapse
Affiliation(s)
- Yanli Ji
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Conghui Ren
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Hui Miao
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Zhili Pang
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Ruotong Xiao
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Xiaochen Yang
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| | - Weimin Xuan
- State Key Laboratory and Institute of Elemento-Organic Chemistry
- College of Chemistry
- Nankai University
- Tianjin 300071
- China
| |
Collapse
|
9
|
Toro TB, Watt TJ. Critical review of non-histone human substrates of metal-dependent lysine deacetylases. FASEB J 2020; 34:13140-13155. [PMID: 32862458 DOI: 10.1096/fj.202001301rr] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Revised: 07/29/2020] [Accepted: 08/03/2020] [Indexed: 12/15/2022]
Abstract
Lysine acetylation is a posttranslational modification that occurs on thousands of human proteins, most of which are cytoplasmic. Acetylated proteins are involved in numerous cellular processes and human diseases. Therefore, how the acetylation/deacetylation cycle is regulated is an important question. Eleven metal-dependent lysine deacetylases (KDACs) have been identified in human cells. These enzymes, along with the sirtuins, are collectively responsible for reversing lysine acetylation. Despite several large-scale studies which have characterized the acetylome, relatively few of the specific acetylated residues have been matched to a proposed KDAC for deacetylation. To understand the function of lysine acetylation, and its association with diseases, specific KDAC-substrate pairs must be identified. Identifying specific substrates of a KDAC is complicated both by the complexity of assaying relevant activity and by the non-catalytic interactions of KDACs with cellular proteins. Here, we discuss in vitro and cell-based experimental strategies used to identify KDAC-substrate pairs and evaluate each for the purpose of directly identifying non-histone substrates of metal-dependent KDACs. We propose criteria for a combination of reproducible experimental approaches that are necessary to establish a direct enzymatic relationship. This critical analysis of the literature identifies 108 proposed non-histone substrate-KDAC pairs for which direct experimental evidence has been reported. Of these, five pairs can be considered well-established, while another thirteen pairs have both cell-based and in vitro evidence but lack independent replication and/or sufficient cell-based evidence. We present a path forward for evaluating the remaining substrate leads and reliably identifying novel KDAC substrates.
Collapse
Affiliation(s)
- Tasha B Toro
- Department of Chemistry, Xavier University of Louisiana, New Orleans, LA, USA
| | - Terry J Watt
- Department of Chemistry, Xavier University of Louisiana, New Orleans, LA, USA
| |
Collapse
|
10
|
Belo Y, Mielko Z, Nudelman H, Afek A, Ben-David O, Shahar A, Zarivach R, Gordan R, Arbely E. Unexpected implications of STAT3 acetylation revealed by genetic encoding of acetyl-lysine. Biochim Biophys Acta Gen Subj 2019; 1863:1343-1350. [PMID: 31170499 DOI: 10.1016/j.bbagen.2019.05.019] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Revised: 05/23/2019] [Accepted: 05/30/2019] [Indexed: 02/06/2023]
Abstract
The signal transducer and activator of transcription 3 (STAT3) protein is activated by phosphorylation of a specific tyrosine residue (Tyr705) in response to various extracellular signals. STAT3 activity was also found to be regulated by acetylation of Lys685. However, the molecular mechanism by which Lys685 acetylation affects the transcriptional activity of STAT3 remains elusive. By genetically encoding the co-translational incorporation of acetyl-lysine into position Lys685 and co-expression of STAT3 with the Elk receptor tyrosine kinase, we were able to characterize site-specifically acetylated, and simultaneously acetylated and phosphorylated STAT3. We measured the effect of acetylation on the crystal structure, and DNA binding affinity and specificity of Tyr705-phosphorylated and non-phosphorylated STAT3. In addition, we monitored the deacetylation of acetylated Lys685 by reconstituting the mammalian enzymatic deacetylation reaction in live bacteria. Surprisingly, we found that acetylation, per se, had no effect on the crystal structure, and DNA binding affinity or specificity of STAT3, implying that the previously observed acetylation-dependent transcriptional activity of STAT3 involves an additional cellular component. In addition, we discovered that Tyr705-phosphorylation protects Lys685 from deacetylation in bacteria, providing a new possible explanation for the observed correlation between STAT3 activity and Lys685 acetylation.
Collapse
Affiliation(s)
- Yael Belo
- Department of Chemistry, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel
| | - Zachery Mielko
- Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Hila Nudelman
- Department of Chemistry, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel
| | - Ariel Afek
- Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27708, USA
| | - Oshrit Ben-David
- Department of Chemistry, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel
| | - Anat Shahar
- The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel
| | - Raz Zarivach
- The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel
| | - Raluca Gordan
- Center for Genomic and Computational Biology, Department of Biostatistics and Bioinformatics, Duke University, Durham, NC 27708, USA; Department of Computer Science, Department of Molecular Genetics and Microbiology, Duke University, Durham, NC 27708, USA
| | - Eyal Arbely
- Department of Chemistry, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; The National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva 8410501, Israel; Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel.
| |
Collapse
|